cherry-studio/.yarn/patches/@google-genai-npm-1.0.1-e26f0f9af7.patch

diff --git a/dist/index.mjs b/dist/index.mjs
index ae4f207741ce1a7180f160d22d2dba9049513a86..9abf30e27260bcf317f617b3f6c5b15aaf58eccf 100644
--- a/dist/index.mjs
+++ b/dist/index.mjs
@@ -14082,7 +14082,7 @@ class WebAuth {
         this.apiKey = apiKey;
     }
     async addAuthHeaders(headers) {
-        if (headers.get(GOOGLE_API_KEY_HEADER) !== null) {
+        if (headers.get(GOOGLE_API_KEY_HEADER) !== null || !this.apiKey) {
             return;
         }
         headers.append(GOOGLE_API_KEY_HEADER, this.apiKey);
diff --git a/dist/index.mjs.map b/dist/index.mjs.map
index 8a2dd892f248178d4fb93ab2fa833a1a7888d307..b37d48edfdeaaee89a2f720f0cec3bd3b83e1453 100644
--- a/dist/index.mjs.map
+++ b/dist/index.mjs.map
@@ -1 +1 @@
-{"version":3,"file":"index.mjs","sources":["../src/_base_url.ts","../src/_common.ts","../src/types.ts","../src/_transformers.ts","../src/converters/_caches_converters.ts","../src/pagers.ts","../src/caches.ts","../src/chats.ts","../src/_api_client.ts","../src/cross/_cross_error.ts","../src/cross/_cross_downloader.ts","../src/cross/_cross_uploader.ts","../src/cross/_cross_websocket.ts","../src/converters/_files_converters.ts","../src/files.ts","../src/converters/_live_converters.ts","../src/converters/_models_converters.ts","../src/mcp/_mcp.ts","../src/music.ts","../src/live.ts","../src/_afc.ts","../src/models.ts","../src/converters/_operations_converters.ts","../src/operations.ts","../src/converters/_tunings_converters.ts","../src/tunings.ts","../src/web/_web_auth.ts","../src/client.ts"],"sourcesContent":["/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {GoogleGenAIOptions} from './client.js';\n\nlet _defaultBaseGeminiUrl: string | undefined = undefined;\nlet _defaultBaseVertexUrl: string | undefined = undefined;\n\n/**\n * Parameters for setting the base URLs for the Gemini API and Vertex AI API.\n */\nexport interface BaseUrlParameters {\n  geminiUrl?: string;\n  vertexUrl?: string;\n}\n\n/**\n * Overrides the base URLs for the Gemini API and Vertex AI API.\n *\n * @remarks This function should be called before initializing the SDK. If the\n * base URLs are set after initializing the SDK, the base URLs will not be\n * updated. Base URLs provided in the HttpOptions will also take precedence over\n * URLs set here.\n *\n * @example\n * ```ts\n * import {GoogleGenAI, setDefaultBaseUrls} from '@google/genai';\n * // Override the base URL for the Gemini API.\n * setDefaultBaseUrls({geminiUrl:'https://gemini.google.com'});\n *\n * // Override the base URL for the Vertex AI API.\n * setDefaultBaseUrls({vertexUrl: 'https://vertexai.googleapis.com'});\n *\n * const ai = new GoogleGenAI({apiKey: 'GEMINI_API_KEY'});\n * ```\n */\nexport function setDefaultBaseUrls(baseUrlParams: BaseUrlParameters) {\n  _defaultBaseGeminiUrl = baseUrlParams.geminiUrl;\n  _defaultBaseVertexUrl = baseUrlParams.vertexUrl;\n}\n\n/**\n * Returns the default base URLs for the Gemini API and Vertex AI API.\n */\nexport function getDefaultBaseUrls(): BaseUrlParameters {\n  return {\n    geminiUrl: _defaultBaseGeminiUrl,\n    vertexUrl: _defaultBaseVertexUrl,\n  };\n}\n\n/**\n * Returns the default base URL based on the following priority:\n *   1. Base URLs set via HttpOptions.\n *   2. Base URLs set via the latest call to setDefaultBaseUrls.\n *   3. Base URLs set via environment variables.\n */\nexport function getBaseUrl(\n  options: GoogleGenAIOptions,\n  vertexBaseUrlFromEnv: string | undefined,\n  geminiBaseUrlFromEnv: string | undefined,\n): string | undefined {\n  if (!options.httpOptions?.baseUrl) {\n    const defaultBaseUrls = getDefaultBaseUrls();\n    if (options.vertexai) {\n      return defaultBaseUrls.vertexUrl ?? vertexBaseUrlFromEnv;\n    } else {\n      return defaultBaseUrls.geminiUrl ?? geminiBaseUrlFromEnv;\n    }\n  }\n\n  return options.httpOptions.baseUrl;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nexport class BaseModule {}\n\nexport function formatMap(\n  templateString: string,\n  valueMap: Record<string, unknown>,\n): string {\n  // Use a regular expression to find all placeholders in the template string\n  const regex = /\\{([^}]+)\\}/g;\n\n  // Replace each placeholder with its corresponding value from the valueMap\n  return templateString.replace(regex, (match, key) => {\n    if (Object.prototype.hasOwnProperty.call(valueMap, key)) {\n      const value = valueMap[key];\n      // Convert the value to a string if it's not a string already\n      return value !== undefined && value !== null ? String(value) : '';\n    } else {\n      // Handle missing keys\n      throw new Error(`Key '${key}' not found in valueMap.`);\n    }\n  });\n}\n\nexport function setValueByPath(\n  data: Record<string, unknown>,\n  keys: string[],\n  value: unknown,\n): void {\n  for (let i = 0; i < keys.length - 1; i++) {\n    const key = keys[i];\n\n    if (key.endsWith('[]')) {\n      const keyName = key.slice(0, -2);\n      if (!(keyName in data)) {\n        if (Array.isArray(value)) {\n          data[keyName] = Array.from({length: value.length}, () => ({}));\n        } else {\n          throw new Error(`Value must be a list given an array path ${key}`);\n        }\n      }\n\n      if (Array.isArray(data[keyName])) {\n        const arrayData = data[keyName] as Array<unknown>;\n\n        if (Array.isArray(value)) {\n          for (let j = 0; j < arrayData.length; j++) {\n            const entry = arrayData[j] as Record<string, unknown>;\n            setValueByPath(entry, keys.slice(i + 1), value[j]);\n          }\n        } else {\n          for (const d of arrayData) {\n            setValueByPath(\n              d as Record<string, unknown>,\n              keys.slice(i + 1),\n              value,\n            );\n          }\n        }\n      }\n      return;\n    } else if (key.endsWith('[0]')) {\n      const keyName = key.slice(0, -3);\n      if (!(keyName in data)) {\n        data[keyName] = [{}];\n      }\n      const arrayData = (data as Record<string, unknown>)[keyName];\n      setValueByPath(\n        (arrayData as Array<Record<string, unknown>>)[0],\n        keys.slice(i + 1),\n        value,\n      );\n      return;\n    }\n\n    if (!data[key] || typeof data[key] !== 'object') {\n      data[key] = {};\n    }\n\n    data = data[key] as Record<string, unknown>;\n  }\n\n  const keyToSet = keys[keys.length - 1];\n  const existingData = data[keyToSet];\n\n  if (existingData !== undefined) {\n    if (\n      !value ||\n      (typeof value === 'object' && Object.keys(value).length === 0)\n    ) {\n      return;\n    }\n\n    if (value === existingData) {\n      return;\n    }\n\n    if (\n      typeof existingData === 'object' &&\n      typeof value === 'object' &&\n      existingData !== null &&\n      value !== null\n    ) {\n      Object.assign(existingData, value);\n    } else {\n      throw new Error(`Cannot set value for an existing key. Key: ${keyToSet}`);\n    }\n  } else {\n    data[keyToSet] = value;\n  }\n}\n\nexport function getValueByPath(data: unknown, keys: string[]): unknown {\n  try {\n    if (keys.length === 1 && keys[0] === '_self') {\n      return data;\n    }\n\n    for (let i = 0; i < keys.length; i++) {\n      if (typeof data !== 'object' || data === null) {\n        return undefined;\n      }\n\n      const key = keys[i];\n      if (key.endsWith('[]')) {\n        const keyName = key.slice(0, -2);\n        if (keyName in data) {\n          const arrayData = (data as Record<string, unknown>)[keyName];\n          if (!Array.isArray(arrayData)) {\n            return undefined;\n          }\n          return arrayData.map((d) => getValueByPath(d, keys.slice(i + 1)));\n        } else {\n          return undefined;\n        }\n      } else {\n        data = (data as Record<string, unknown>)[key];\n      }\n    }\n\n    return data;\n  } catch (error) {\n    if (error instanceof TypeError) {\n      return undefined;\n    }\n    throw error;\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\n/** Required. Outcome of the code execution. */\nexport enum Outcome {\n  /**\n   * Unspecified status. This value should not be used.\n   */\n  OUTCOME_UNSPECIFIED = 'OUTCOME_UNSPECIFIED',\n  /**\n   * Code execution completed successfully.\n   */\n  OUTCOME_OK = 'OUTCOME_OK',\n  /**\n   * Code execution finished but with a failure. `stderr` should contain the reason.\n   */\n  OUTCOME_FAILED = 'OUTCOME_FAILED',\n  /**\n   * Code execution ran for too long, and was cancelled. There may or may not be a partial output present.\n   */\n  OUTCOME_DEADLINE_EXCEEDED = 'OUTCOME_DEADLINE_EXCEEDED',\n}\n\n/** Required. Programming language of the `code`. */\nexport enum Language {\n  /**\n   * Unspecified language. This value should not be used.\n   */\n  LANGUAGE_UNSPECIFIED = 'LANGUAGE_UNSPECIFIED',\n  /**\n   * Python >= 3.10, with numpy and simpy available.\n   */\n  PYTHON = 'PYTHON',\n}\n\n/** Required. Harm category. */\nexport enum HarmCategory {\n  /**\n   * The harm category is unspecified.\n   */\n  HARM_CATEGORY_UNSPECIFIED = 'HARM_CATEGORY_UNSPECIFIED',\n  /**\n   * The harm category is hate speech.\n   */\n  HARM_CATEGORY_HATE_SPEECH = 'HARM_CATEGORY_HATE_SPEECH',\n  /**\n   * The harm category is dangerous content.\n   */\n  HARM_CATEGORY_DANGEROUS_CONTENT = 'HARM_CATEGORY_DANGEROUS_CONTENT',\n  /**\n   * The harm category is harassment.\n   */\n  HARM_CATEGORY_HARASSMENT = 'HARM_CATEGORY_HARASSMENT',\n  /**\n   * The harm category is sexually explicit content.\n   */\n  HARM_CATEGORY_SEXUALLY_EXPLICIT = 'HARM_CATEGORY_SEXUALLY_EXPLICIT',\n  /**\n   * The harm category is civic integrity.\n   */\n  HARM_CATEGORY_CIVIC_INTEGRITY = 'HARM_CATEGORY_CIVIC_INTEGRITY',\n}\n\n/** Optional. Specify if the threshold is used for probability or severity score. If not specified, the threshold is used for probability score. */\nexport enum HarmBlockMethod {\n  /**\n   * The harm block method is unspecified.\n   */\n  HARM_BLOCK_METHOD_UNSPECIFIED = 'HARM_BLOCK_METHOD_UNSPECIFIED',\n  /**\n   * The harm block method uses both probability and severity scores.\n   */\n  SEVERITY = 'SEVERITY',\n  /**\n   * The harm block method uses the probability score.\n   */\n  PROBABILITY = 'PROBABILITY',\n}\n\n/** Required. The harm block threshold. */\nexport enum HarmBlockThreshold {\n  /**\n   * Unspecified harm block threshold.\n   */\n  HARM_BLOCK_THRESHOLD_UNSPECIFIED = 'HARM_BLOCK_THRESHOLD_UNSPECIFIED',\n  /**\n   * Block low threshold and above (i.e. block more).\n   */\n  BLOCK_LOW_AND_ABOVE = 'BLOCK_LOW_AND_ABOVE',\n  /**\n   * Block medium threshold and above.\n   */\n  BLOCK_MEDIUM_AND_ABOVE = 'BLOCK_MEDIUM_AND_ABOVE',\n  /**\n   * Block only high threshold (i.e. block less).\n   */\n  BLOCK_ONLY_HIGH = 'BLOCK_ONLY_HIGH',\n  /**\n   * Block none.\n   */\n  BLOCK_NONE = 'BLOCK_NONE',\n  /**\n   * Turn off the safety filter.\n   */\n  OFF = 'OFF',\n}\n\n/** Optional. The type of the data. */\nexport enum Type {\n  /**\n   * Not specified, should not be used.\n   */\n  TYPE_UNSPECIFIED = 'TYPE_UNSPECIFIED',\n  /**\n   * OpenAPI string type\n   */\n  STRING = 'STRING',\n  /**\n   * OpenAPI number type\n   */\n  NUMBER = 'NUMBER',\n  /**\n   * OpenAPI integer type\n   */\n  INTEGER = 'INTEGER',\n  /**\n   * OpenAPI boolean type\n   */\n  BOOLEAN = 'BOOLEAN',\n  /**\n   * OpenAPI array type\n   */\n  ARRAY = 'ARRAY',\n  /**\n   * OpenAPI object type\n   */\n  OBJECT = 'OBJECT',\n}\n\n/** The mode of the predictor to be used in dynamic retrieval. */\nexport enum Mode {\n  /**\n   * Always trigger retrieval.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Run retrieval only when system decides it is necessary.\n   */\n  MODE_DYNAMIC = 'MODE_DYNAMIC',\n}\n\n/** Type of auth scheme. */\nexport enum AuthType {\n  AUTH_TYPE_UNSPECIFIED = 'AUTH_TYPE_UNSPECIFIED',\n  /**\n   * No Auth.\n   */\n  NO_AUTH = 'NO_AUTH',\n  /**\n   * API Key Auth.\n   */\n  API_KEY_AUTH = 'API_KEY_AUTH',\n  /**\n   * HTTP Basic Auth.\n   */\n  HTTP_BASIC_AUTH = 'HTTP_BASIC_AUTH',\n  /**\n   * Google Service Account Auth.\n   */\n  GOOGLE_SERVICE_ACCOUNT_AUTH = 'GOOGLE_SERVICE_ACCOUNT_AUTH',\n  /**\n   * OAuth auth.\n   */\n  OAUTH = 'OAUTH',\n  /**\n   * OpenID Connect (OIDC) Auth.\n   */\n  OIDC_AUTH = 'OIDC_AUTH',\n}\n\n/** Output only. The reason why the model stopped generating tokens.\n\n  If empty, the model has not stopped generating the tokens.\n   */\nexport enum FinishReason {\n  /**\n   * The finish reason is unspecified.\n   */\n  FINISH_REASON_UNSPECIFIED = 'FINISH_REASON_UNSPECIFIED',\n  /**\n   * Token generation reached a natural stopping point or a configured stop sequence.\n   */\n  STOP = 'STOP',\n  /**\n   * Token generation reached the configured maximum output tokens.\n   */\n  MAX_TOKENS = 'MAX_TOKENS',\n  /**\n   * Token generation stopped because the content potentially contains safety violations. NOTE: When streaming, [content][] is empty if content filters blocks the output.\n   */\n  SAFETY = 'SAFETY',\n  /**\n   * The token generation stopped because of potential recitation.\n   */\n  RECITATION = 'RECITATION',\n  /**\n   * The token generation stopped because of using an unsupported language.\n   */\n  LANGUAGE = 'LANGUAGE',\n  /**\n   * All other reasons that stopped the token generation.\n   */\n  OTHER = 'OTHER',\n  /**\n   * Token generation stopped because the content contains forbidden terms.\n   */\n  BLOCKLIST = 'BLOCKLIST',\n  /**\n   * Token generation stopped for potentially containing prohibited content.\n   */\n  PROHIBITED_CONTENT = 'PROHIBITED_CONTENT',\n  /**\n   * Token generation stopped because the content potentially contains Sensitive Personally Identifiable Information (SPII).\n   */\n  SPII = 'SPII',\n  /**\n   * The function call generated by the model is invalid.\n   */\n  MALFORMED_FUNCTION_CALL = 'MALFORMED_FUNCTION_CALL',\n  /**\n   * Token generation stopped because generated images have safety violations.\n   */\n  IMAGE_SAFETY = 'IMAGE_SAFETY',\n}\n\n/** Output only. Harm probability levels in the content. */\nexport enum HarmProbability {\n  /**\n   * Harm probability unspecified.\n   */\n  HARM_PROBABILITY_UNSPECIFIED = 'HARM_PROBABILITY_UNSPECIFIED',\n  /**\n   * Negligible level of harm.\n   */\n  NEGLIGIBLE = 'NEGLIGIBLE',\n  /**\n   * Low level of harm.\n   */\n  LOW = 'LOW',\n  /**\n   * Medium level of harm.\n   */\n  MEDIUM = 'MEDIUM',\n  /**\n   * High level of harm.\n   */\n  HIGH = 'HIGH',\n}\n\n/** Output only. Harm severity levels in the content. */\nexport enum HarmSeverity {\n  /**\n   * Harm severity unspecified.\n   */\n  HARM_SEVERITY_UNSPECIFIED = 'HARM_SEVERITY_UNSPECIFIED',\n  /**\n   * Negligible level of harm severity.\n   */\n  HARM_SEVERITY_NEGLIGIBLE = 'HARM_SEVERITY_NEGLIGIBLE',\n  /**\n   * Low level of harm severity.\n   */\n  HARM_SEVERITY_LOW = 'HARM_SEVERITY_LOW',\n  /**\n   * Medium level of harm severity.\n   */\n  HARM_SEVERITY_MEDIUM = 'HARM_SEVERITY_MEDIUM',\n  /**\n   * High level of harm severity.\n   */\n  HARM_SEVERITY_HIGH = 'HARM_SEVERITY_HIGH',\n}\n\n/** Output only. Blocked reason. */\nexport enum BlockedReason {\n  /**\n   * Unspecified blocked reason.\n   */\n  BLOCKED_REASON_UNSPECIFIED = 'BLOCKED_REASON_UNSPECIFIED',\n  /**\n   * Candidates blocked due to safety.\n   */\n  SAFETY = 'SAFETY',\n  /**\n   * Candidates blocked due to other reason.\n   */\n  OTHER = 'OTHER',\n  /**\n   * Candidates blocked due to the terms which are included from the terminology blocklist.\n   */\n  BLOCKLIST = 'BLOCKLIST',\n  /**\n   * Candidates blocked due to prohibited content.\n   */\n  PROHIBITED_CONTENT = 'PROHIBITED_CONTENT',\n}\n\n/** Output only. Traffic type. This shows whether a request consumes Pay-As-You-Go or Provisioned Throughput quota. */\nexport enum TrafficType {\n  /**\n   * Unspecified request traffic type.\n   */\n  TRAFFIC_TYPE_UNSPECIFIED = 'TRAFFIC_TYPE_UNSPECIFIED',\n  /**\n   * Type for Pay-As-You-Go traffic.\n   */\n  ON_DEMAND = 'ON_DEMAND',\n  /**\n   * Type for Provisioned Throughput traffic.\n   */\n  PROVISIONED_THROUGHPUT = 'PROVISIONED_THROUGHPUT',\n}\n\n/** Server content modalities. */\nexport enum Modality {\n  /**\n   * The modality is unspecified.\n   */\n  MODALITY_UNSPECIFIED = 'MODALITY_UNSPECIFIED',\n  /**\n   * Indicates the model should return text\n   */\n  TEXT = 'TEXT',\n  /**\n   * Indicates the model should return images.\n   */\n  IMAGE = 'IMAGE',\n  /**\n   * Indicates the model should return images.\n   */\n  AUDIO = 'AUDIO',\n}\n\n/** The media resolution to use. */\nexport enum MediaResolution {\n  /**\n   * Media resolution has not been set\n   */\n  MEDIA_RESOLUTION_UNSPECIFIED = 'MEDIA_RESOLUTION_UNSPECIFIED',\n  /**\n   * Media resolution set to low (64 tokens).\n   */\n  MEDIA_RESOLUTION_LOW = 'MEDIA_RESOLUTION_LOW',\n  /**\n   * Media resolution set to medium (256 tokens).\n   */\n  MEDIA_RESOLUTION_MEDIUM = 'MEDIA_RESOLUTION_MEDIUM',\n  /**\n   * Media resolution set to high (zoomed reframing with 256 tokens).\n   */\n  MEDIA_RESOLUTION_HIGH = 'MEDIA_RESOLUTION_HIGH',\n}\n\n/** Output only. The detailed state of the job. */\nexport enum JobState {\n  /**\n   * The job state is unspecified.\n   */\n  JOB_STATE_UNSPECIFIED = 'JOB_STATE_UNSPECIFIED',\n  /**\n   * The job has been just created or resumed and processing has not yet begun.\n   */\n  JOB_STATE_QUEUED = 'JOB_STATE_QUEUED',\n  /**\n   * The service is preparing to run the job.\n   */\n  JOB_STATE_PENDING = 'JOB_STATE_PENDING',\n  /**\n   * The job is in progress.\n   */\n  JOB_STATE_RUNNING = 'JOB_STATE_RUNNING',\n  /**\n   * The job completed successfully.\n   */\n  JOB_STATE_SUCCEEDED = 'JOB_STATE_SUCCEEDED',\n  /**\n   * The job failed.\n   */\n  JOB_STATE_FAILED = 'JOB_STATE_FAILED',\n  /**\n   * The job is being cancelled. From this state the job may only go to either `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.\n   */\n  JOB_STATE_CANCELLING = 'JOB_STATE_CANCELLING',\n  /**\n   * The job has been cancelled.\n   */\n  JOB_STATE_CANCELLED = 'JOB_STATE_CANCELLED',\n  /**\n   * The job has been stopped, and can be resumed.\n   */\n  JOB_STATE_PAUSED = 'JOB_STATE_PAUSED',\n  /**\n   * The job has expired.\n   */\n  JOB_STATE_EXPIRED = 'JOB_STATE_EXPIRED',\n  /**\n   * The job is being updated. Only jobs in the `RUNNING` state can be updated. After updating, the job goes back to the `RUNNING` state.\n   */\n  JOB_STATE_UPDATING = 'JOB_STATE_UPDATING',\n  /**\n   * The job is partially succeeded, some results may be missing due to errors.\n   */\n  JOB_STATE_PARTIALLY_SUCCEEDED = 'JOB_STATE_PARTIALLY_SUCCEEDED',\n}\n\n/** Optional. Adapter size for tuning. */\nexport enum AdapterSize {\n  /**\n   * Adapter size is unspecified.\n   */\n  ADAPTER_SIZE_UNSPECIFIED = 'ADAPTER_SIZE_UNSPECIFIED',\n  /**\n   * Adapter size 1.\n   */\n  ADAPTER_SIZE_ONE = 'ADAPTER_SIZE_ONE',\n  /**\n   * Adapter size 2.\n   */\n  ADAPTER_SIZE_TWO = 'ADAPTER_SIZE_TWO',\n  /**\n   * Adapter size 4.\n   */\n  ADAPTER_SIZE_FOUR = 'ADAPTER_SIZE_FOUR',\n  /**\n   * Adapter size 8.\n   */\n  ADAPTER_SIZE_EIGHT = 'ADAPTER_SIZE_EIGHT',\n  /**\n   * Adapter size 16.\n   */\n  ADAPTER_SIZE_SIXTEEN = 'ADAPTER_SIZE_SIXTEEN',\n  /**\n   * Adapter size 32.\n   */\n  ADAPTER_SIZE_THIRTY_TWO = 'ADAPTER_SIZE_THIRTY_TWO',\n}\n\n/** Options for feature selection preference. */\nexport enum FeatureSelectionPreference {\n  FEATURE_SELECTION_PREFERENCE_UNSPECIFIED = 'FEATURE_SELECTION_PREFERENCE_UNSPECIFIED',\n  PRIORITIZE_QUALITY = 'PRIORITIZE_QUALITY',\n  BALANCED = 'BALANCED',\n  PRIORITIZE_COST = 'PRIORITIZE_COST',\n}\n\n/** Defines the function behavior. Defaults to `BLOCKING`. */\nexport enum Behavior {\n  /**\n   * This value is unused.\n   */\n  UNSPECIFIED = 'UNSPECIFIED',\n  /**\n   * If set, the system will wait to receive the function response before continuing the conversation.\n   */\n  BLOCKING = 'BLOCKING',\n  /**\n   * If set, the system will not wait to receive the function response. Instead, it will attempt to handle function responses as they become available while maintaining the conversation between the user and the model.\n   */\n  NON_BLOCKING = 'NON_BLOCKING',\n}\n\n/** Config for the dynamic retrieval config mode. */\nexport enum DynamicRetrievalConfigMode {\n  /**\n   * Always trigger retrieval.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Run retrieval only when system decides it is necessary.\n   */\n  MODE_DYNAMIC = 'MODE_DYNAMIC',\n}\n\n/** Config for the function calling config mode. */\nexport enum FunctionCallingConfigMode {\n  /**\n   * The function calling config mode is unspecified. Should not be used.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Default model behavior, model decides to predict either function calls or natural language response.\n   */\n  AUTO = 'AUTO',\n  /**\n   * Model is constrained to always predicting function calls only. If \"allowed_function_names\" are set, the predicted function calls will be limited to any one of \"allowed_function_names\", else the predicted function calls will be any one of the provided \"function_declarations\".\n   */\n  ANY = 'ANY',\n  /**\n   * Model will not predict any function calls. Model behavior is same as when not passing any function declarations.\n   */\n  NONE = 'NONE',\n}\n\n/** Status of the url retrieval. */\nexport enum UrlRetrievalStatus {\n  /**\n   * Default value. This value is unused\n   */\n  URL_RETRIEVAL_STATUS_UNSPECIFIED = 'URL_RETRIEVAL_STATUS_UNSPECIFIED',\n  /**\n   * Url retrieval is successful.\n   */\n  URL_RETRIEVAL_STATUS_SUCCESS = 'URL_RETRIEVAL_STATUS_SUCCESS',\n  /**\n   * Url retrieval is failed due to error.\n   */\n  URL_RETRIEVAL_STATUS_ERROR = 'URL_RETRIEVAL_STATUS_ERROR',\n}\n\n/** Enum that controls the safety filter level for objectionable content. */\nexport enum SafetyFilterLevel {\n  BLOCK_LOW_AND_ABOVE = 'BLOCK_LOW_AND_ABOVE',\n  BLOCK_MEDIUM_AND_ABOVE = 'BLOCK_MEDIUM_AND_ABOVE',\n  BLOCK_ONLY_HIGH = 'BLOCK_ONLY_HIGH',\n  BLOCK_NONE = 'BLOCK_NONE',\n}\n\n/** Enum that controls the generation of people. */\nexport enum PersonGeneration {\n  DONT_ALLOW = 'DONT_ALLOW',\n  ALLOW_ADULT = 'ALLOW_ADULT',\n  ALLOW_ALL = 'ALLOW_ALL',\n}\n\n/** Enum that specifies the language of the text in the prompt. */\nexport enum ImagePromptLanguage {\n  auto = 'auto',\n  en = 'en',\n  ja = 'ja',\n  ko = 'ko',\n  hi = 'hi',\n}\n\n/** Enum representing the mask mode of a mask reference image. */\nexport enum MaskReferenceMode {\n  MASK_MODE_DEFAULT = 'MASK_MODE_DEFAULT',\n  MASK_MODE_USER_PROVIDED = 'MASK_MODE_USER_PROVIDED',\n  MASK_MODE_BACKGROUND = 'MASK_MODE_BACKGROUND',\n  MASK_MODE_FOREGROUND = 'MASK_MODE_FOREGROUND',\n  MASK_MODE_SEMANTIC = 'MASK_MODE_SEMANTIC',\n}\n\n/** Enum representing the control type of a control reference image. */\nexport enum ControlReferenceType {\n  CONTROL_TYPE_DEFAULT = 'CONTROL_TYPE_DEFAULT',\n  CONTROL_TYPE_CANNY = 'CONTROL_TYPE_CANNY',\n  CONTROL_TYPE_SCRIBBLE = 'CONTROL_TYPE_SCRIBBLE',\n  CONTROL_TYPE_FACE_MESH = 'CONTROL_TYPE_FACE_MESH',\n}\n\n/** Enum representing the subject type of a subject reference image. */\nexport enum SubjectReferenceType {\n  SUBJECT_TYPE_DEFAULT = 'SUBJECT_TYPE_DEFAULT',\n  SUBJECT_TYPE_PERSON = 'SUBJECT_TYPE_PERSON',\n  SUBJECT_TYPE_ANIMAL = 'SUBJECT_TYPE_ANIMAL',\n  SUBJECT_TYPE_PRODUCT = 'SUBJECT_TYPE_PRODUCT',\n}\n\n/** Enum representing the Imagen 3 Edit mode. */\nexport enum EditMode {\n  EDIT_MODE_DEFAULT = 'EDIT_MODE_DEFAULT',\n  EDIT_MODE_INPAINT_REMOVAL = 'EDIT_MODE_INPAINT_REMOVAL',\n  EDIT_MODE_INPAINT_INSERTION = 'EDIT_MODE_INPAINT_INSERTION',\n  EDIT_MODE_OUTPAINT = 'EDIT_MODE_OUTPAINT',\n  EDIT_MODE_CONTROLLED_EDITING = 'EDIT_MODE_CONTROLLED_EDITING',\n  EDIT_MODE_STYLE = 'EDIT_MODE_STYLE',\n  EDIT_MODE_BGSWAP = 'EDIT_MODE_BGSWAP',\n  EDIT_MODE_PRODUCT_IMAGE = 'EDIT_MODE_PRODUCT_IMAGE',\n}\n\n/** State for the lifecycle of a File. */\nexport enum FileState {\n  STATE_UNSPECIFIED = 'STATE_UNSPECIFIED',\n  PROCESSING = 'PROCESSING',\n  ACTIVE = 'ACTIVE',\n  FAILED = 'FAILED',\n}\n\n/** Source of the File. */\nexport enum FileSource {\n  SOURCE_UNSPECIFIED = 'SOURCE_UNSPECIFIED',\n  UPLOADED = 'UPLOADED',\n  GENERATED = 'GENERATED',\n}\n\n/** Server content modalities. */\nexport enum MediaModality {\n  /**\n   * The modality is unspecified.\n   */\n  MODALITY_UNSPECIFIED = 'MODALITY_UNSPECIFIED',\n  /**\n   * Plain text.\n   */\n  TEXT = 'TEXT',\n  /**\n   * Images.\n   */\n  IMAGE = 'IMAGE',\n  /**\n   * Video.\n   */\n  VIDEO = 'VIDEO',\n  /**\n   * Audio.\n   */\n  AUDIO = 'AUDIO',\n  /**\n   * Document, e.g. PDF.\n   */\n  DOCUMENT = 'DOCUMENT',\n}\n\n/** Start of speech sensitivity. */\nexport enum StartSensitivity {\n  /**\n   * The default is START_SENSITIVITY_LOW.\n   */\n  START_SENSITIVITY_UNSPECIFIED = 'START_SENSITIVITY_UNSPECIFIED',\n  /**\n   * Automatic detection will detect the start of speech more often.\n   */\n  START_SENSITIVITY_HIGH = 'START_SENSITIVITY_HIGH',\n  /**\n   * Automatic detection will detect the start of speech less often.\n   */\n  START_SENSITIVITY_LOW = 'START_SENSITIVITY_LOW',\n}\n\n/** End of speech sensitivity. */\nexport enum EndSensitivity {\n  /**\n   * The default is END_SENSITIVITY_LOW.\n   */\n  END_SENSITIVITY_UNSPECIFIED = 'END_SENSITIVITY_UNSPECIFIED',\n  /**\n   * Automatic detection ends speech more often.\n   */\n  END_SENSITIVITY_HIGH = 'END_SENSITIVITY_HIGH',\n  /**\n   * Automatic detection ends speech less often.\n   */\n  END_SENSITIVITY_LOW = 'END_SENSITIVITY_LOW',\n}\n\n/** The different ways of handling user activity. */\nexport enum ActivityHandling {\n  /**\n   * If unspecified, the default behavior is `START_OF_ACTIVITY_INTERRUPTS`.\n   */\n  ACTIVITY_HANDLING_UNSPECIFIED = 'ACTIVITY_HANDLING_UNSPECIFIED',\n  /**\n   * If true, start of activity will interrupt the model's response (also called \"barge in\"). The model's current response will be cut-off in the moment of the interruption. This is the default behavior.\n   */\n  START_OF_ACTIVITY_INTERRUPTS = 'START_OF_ACTIVITY_INTERRUPTS',\n  /**\n   * The model's response will not be interrupted.\n   */\n  NO_INTERRUPTION = 'NO_INTERRUPTION',\n}\n\n/** Options about which input is included in the user's turn. */\nexport enum TurnCoverage {\n  /**\n   * If unspecified, the default behavior is `TURN_INCLUDES_ONLY_ACTIVITY`.\n   */\n  TURN_COVERAGE_UNSPECIFIED = 'TURN_COVERAGE_UNSPECIFIED',\n  /**\n   * The users turn only includes activity since the last turn, excluding inactivity (e.g. silence on the audio stream). This is the default behavior.\n   */\n  TURN_INCLUDES_ONLY_ACTIVITY = 'TURN_INCLUDES_ONLY_ACTIVITY',\n  /**\n   * The users turn includes all realtime input since the last turn, including inactivity (e.g. silence on the audio stream).\n   */\n  TURN_INCLUDES_ALL_INPUT = 'TURN_INCLUDES_ALL_INPUT',\n}\n\n/** Specifies how the response should be scheduled in the conversation. */\nexport enum FunctionResponseScheduling {\n  /**\n   * This value is unused.\n   */\n  SCHEDULING_UNSPECIFIED = 'SCHEDULING_UNSPECIFIED',\n  /**\n   * Only add the result to the conversation context, do not interrupt or trigger generation.\n   */\n  SILENT = 'SILENT',\n  /**\n   * Add the result to the conversation context, and prompt to generate output without interrupting ongoing generation.\n   */\n  WHEN_IDLE = 'WHEN_IDLE',\n  /**\n   * Add the result to the conversation context, interrupt ongoing generation and prompt to generate output.\n   */\n  INTERRUPT = 'INTERRUPT',\n}\n\n/** Scale of the generated music. */\nexport enum Scale {\n  /**\n   * Default value. This value is unused.\n   */\n  SCALE_UNSPECIFIED = 'SCALE_UNSPECIFIED',\n  /**\n   * C major or A minor.\n   */\n  C_MAJOR_A_MINOR = 'C_MAJOR_A_MINOR',\n  /**\n   * Db major or Bb minor.\n   */\n  D_FLAT_MAJOR_B_FLAT_MINOR = 'D_FLAT_MAJOR_B_FLAT_MINOR',\n  /**\n   * D major or B minor.\n   */\n  D_MAJOR_B_MINOR = 'D_MAJOR_B_MINOR',\n  /**\n   * Eb major or C minor\n   */\n  E_FLAT_MAJOR_C_MINOR = 'E_FLAT_MAJOR_C_MINOR',\n  /**\n   * E major or Db minor.\n   */\n  E_MAJOR_D_FLAT_MINOR = 'E_MAJOR_D_FLAT_MINOR',\n  /**\n   * F major or D minor.\n   */\n  F_MAJOR_D_MINOR = 'F_MAJOR_D_MINOR',\n  /**\n   * Gb major or Eb minor.\n   */\n  G_FLAT_MAJOR_E_FLAT_MINOR = 'G_FLAT_MAJOR_E_FLAT_MINOR',\n  /**\n   * G major or E minor.\n   */\n  G_MAJOR_E_MINOR = 'G_MAJOR_E_MINOR',\n  /**\n   * Ab major or F minor.\n   */\n  A_FLAT_MAJOR_F_MINOR = 'A_FLAT_MAJOR_F_MINOR',\n  /**\n   * A major or Gb minor.\n   */\n  A_MAJOR_G_FLAT_MINOR = 'A_MAJOR_G_FLAT_MINOR',\n  /**\n   * Bb major or G minor.\n   */\n  B_FLAT_MAJOR_G_MINOR = 'B_FLAT_MAJOR_G_MINOR',\n  /**\n   * B major or Ab minor.\n   */\n  B_MAJOR_A_FLAT_MINOR = 'B_MAJOR_A_FLAT_MINOR',\n}\n\n/** The mode of music generation. */\nexport enum MusicGenerationMode {\n  /**\n   * This value is unused.\n   */\n  MUSIC_GENERATION_MODE_UNSPECIFIED = 'MUSIC_GENERATION_MODE_UNSPECIFIED',\n  /**\n   * Steer text prompts to regions of latent space with higher quality\n      music.\n   */\n  QUALITY = 'QUALITY',\n  /**\n   * Steer text prompts to regions of latent space with a larger diversity\n      of music.\n   */\n  DIVERSITY = 'DIVERSITY',\n}\n\n/** The playback control signal to apply to the music generation. */\nexport enum LiveMusicPlaybackControl {\n  /**\n   * This value is unused.\n   */\n  PLAYBACK_CONTROL_UNSPECIFIED = 'PLAYBACK_CONTROL_UNSPECIFIED',\n  /**\n   * Start generating the music.\n   */\n  PLAY = 'PLAY',\n  /**\n   * Hold the music generation. Use PLAY to resume from the current position.\n   */\n  PAUSE = 'PAUSE',\n  /**\n   * Stop the music generation and reset the context (prompts retained).\n      Use PLAY to restart the music generation.\n   */\n  STOP = 'STOP',\n  /**\n   * Reset the context of the music generation without stopping it.\n      Retains the current prompts and config.\n   */\n  RESET_CONTEXT = 'RESET_CONTEXT',\n}\n\n/** Describes how the video in the Part should be used by the model. */\nexport declare interface VideoMetadata {\n  /** The frame rate of the video sent to the model. If not specified, the\n        default value will be 1.0. The fps range is (0.0, 24.0]. */\n  fps?: number;\n  /** Optional. The end offset of the video. */\n  endOffset?: string;\n  /** Optional. The start offset of the video. */\n  startOffset?: string;\n}\n\n/** Content blob. */\nexport declare interface Blob {\n  /** Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is not currently used in the Gemini GenerateContent calls. */\n  displayName?: string;\n  /** Required. Raw bytes. */\n  data?: string;\n  /** Required. The IANA standard MIME type of the source data. */\n  mimeType?: string;\n}\n\n/** Result of executing the [ExecutableCode]. Always follows a `part` containing the [ExecutableCode]. */\nexport declare interface CodeExecutionResult {\n  /** Required. Outcome of the code execution. */\n  outcome?: Outcome;\n  /** Optional. Contains stdout when code execution is successful, stderr or other description otherwise. */\n  output?: string;\n}\n\n/** Code generated by the model that is meant to be executed, and the result returned to the model. Generated when using the [FunctionDeclaration] tool and [FunctionCallingConfig] mode is set to [Mode.CODE]. */\nexport declare interface ExecutableCode {\n  /** Required. The code to be executed. */\n  code?: string;\n  /** Required. Programming language of the `code`. */\n  language?: Language;\n}\n\n/** URI based data. */\nexport declare interface FileData {\n  /** Required. URI. */\n  fileUri?: string;\n  /** Required. The IANA standard MIME type of the source data. */\n  mimeType?: string;\n}\n\n/** A function call. */\nexport declare interface FunctionCall {\n  /** The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`. */\n  id?: string;\n  /** Optional. Required. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details. */\n  args?: Record<string, unknown>;\n  /** Required. The name of the function to call. Matches [FunctionDeclaration.name]. */\n  name?: string;\n}\n\n/** A function response. */\nexport class FunctionResponse {\n  /** Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. */\n  willContinue?: boolean;\n  /** Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE. */\n  scheduling?: FunctionResponseScheduling;\n  /** Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`. */\n  id?: string;\n  /** Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name]. */\n  name?: string;\n  /** Required. The function response in JSON object format. Use \"output\" key to specify function output and \"error\" key to specify error details (if any). If \"output\" and \"error\" keys are not specified, then whole \"response\" is treated as function output. */\n  response?: Record<string, unknown>;\n}\n\n/** A datatype containing media content.\n\n  Exactly one field within a Part should be set, representing the specific type\n  of content being conveyed. Using multiple fields within the same `Part`\n  instance is considered invalid.\n   */\nexport declare interface Part {\n  /** Metadata for a given video. */\n  videoMetadata?: VideoMetadata;\n  /** Indicates if the part is thought from the model. */\n  thought?: boolean;\n  /** Optional. Inlined bytes data. */\n  inlineData?: Blob;\n  /** Optional. Result of executing the [ExecutableCode]. */\n  codeExecutionResult?: CodeExecutionResult;\n  /** Optional. Code generated by the model that is meant to be executed. */\n  executableCode?: ExecutableCode;\n  /** Optional. URI based data. */\n  fileData?: FileData;\n  /** Optional. A predicted [FunctionCall] returned from the model that contains a string representing the [FunctionDeclaration.name] with the parameters and their values. */\n  functionCall?: FunctionCall;\n  /** Optional. The result output of a [FunctionCall] that contains a string representing the [FunctionDeclaration.name] and a structured JSON object containing any output from the function call. It is used as context to the model. */\n  functionResponse?: FunctionResponse;\n  /** Optional. Text part (can be code). */\n  text?: string;\n}\n/**\n * Creates a `Part` object from a `URI` string.\n */\nexport function createPartFromUri(uri: string, mimeType: string): Part {\n  return {\n    fileData: {\n      fileUri: uri,\n      mimeType: mimeType,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `text` string.\n */\nexport function createPartFromText(text: string): Part {\n  return {\n    text: text,\n  };\n}\n/**\n * Creates a `Part` object from a `FunctionCall` object.\n */\nexport function createPartFromFunctionCall(\n  name: string,\n  args: Record<string, unknown>,\n): Part {\n  return {\n    functionCall: {\n      name: name,\n      args: args,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `FunctionResponse` object.\n */\nexport function createPartFromFunctionResponse(\n  id: string,\n  name: string,\n  response: Record<string, unknown>,\n): Part {\n  return {\n    functionResponse: {\n      id: id,\n      name: name,\n      response: response,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `base64` encoded `string`.\n */\nexport function createPartFromBase64(data: string, mimeType: string): Part {\n  return {\n    inlineData: {\n      data: data,\n      mimeType: mimeType,\n    },\n  };\n}\n/**\n * Creates a `Part` object from the `outcome` and `output` of a `CodeExecutionResult` object.\n */\nexport function createPartFromCodeExecutionResult(\n  outcome: Outcome,\n  output: string,\n): Part {\n  return {\n    codeExecutionResult: {\n      outcome: outcome,\n      output: output,\n    },\n  };\n}\n/**\n * Creates a `Part` object from the `code` and `language` of an `ExecutableCode` object.\n */\nexport function createPartFromExecutableCode(\n  code: string,\n  language: Language,\n): Part {\n  return {\n    executableCode: {\n      code: code,\n      language: language,\n    },\n  };\n}\n\n/** Contains the multi-part content of a message. */\nexport declare interface Content {\n  /** List of parts that constitute a single message. Each part may have\n      a different IANA MIME type. */\n  parts?: Part[];\n  /** Optional. The producer of the content. Must be either 'user' or\n      'model'. Useful to set for multi-turn conversations, otherwise can be\n      empty. If role is not specified, SDK will determine the role. */\n  role?: string;\n}\nfunction _isPart(obj: unknown): obj is Part {\n  if (typeof obj === 'object' && obj !== null) {\n    return (\n      'fileData' in obj ||\n      'text' in obj ||\n      'functionCall' in obj ||\n      'functionResponse' in obj ||\n      'inlineData' in obj ||\n      'videoMetadata' in obj ||\n      'codeExecutionResult' in obj ||\n      'executableCode' in obj\n    );\n  }\n  return false;\n}\nfunction _toParts(partOrString: PartListUnion | string): Part[] {\n  const parts: Part[] = [];\n  if (typeof partOrString === 'string') {\n    parts.push(createPartFromText(partOrString));\n  } else if (_isPart(partOrString)) {\n    parts.push(partOrString);\n  } else if (Array.isArray(partOrString)) {\n    if (partOrString.length === 0) {\n      throw new Error('partOrString cannot be an empty array');\n    }\n    for (const part of partOrString) {\n      if (typeof part === 'string') {\n        parts.push(createPartFromText(part));\n      } else if (_isPart(part)) {\n        parts.push(part);\n      } else {\n        throw new Error('element in PartUnion must be a Part object or string');\n      }\n    }\n  } else {\n    throw new Error('partOrString must be a Part object, string, or array');\n  }\n  return parts;\n}\n/**\n * Creates a `Content` object with a user role from a `PartListUnion` object or `string`.\n */\nexport function createUserContent(\n  partOrString: PartListUnion | string,\n): Content {\n  return {\n    role: 'user',\n    parts: _toParts(partOrString),\n  };\n}\n\n/**\n * Creates a `Content` object with a model role from a `PartListUnion` object or `string`.\n */\nexport function createModelContent(\n  partOrString: PartListUnion | string,\n): Content {\n  return {\n    role: 'model',\n    parts: _toParts(partOrString),\n  };\n}\n/** HTTP options to be used in each of the requests. */\nexport declare interface HttpOptions {\n  /** The base URL for the AI platform service endpoint. */\n  baseUrl?: string;\n  /** Specifies the version of the API to use. */\n  apiVersion?: string;\n  /** Additional HTTP headers to be sent with the request. */\n  headers?: Record<string, string>;\n  /** Timeout for the request in milliseconds. */\n  timeout?: number;\n}\n\n/** Config for model selection. */\nexport declare interface ModelSelectionConfig {\n  /** Options for feature selection preference. */\n  featureSelectionPreference?: FeatureSelectionPreference;\n}\n\n/** Safety settings. */\nexport declare interface SafetySetting {\n  /** Determines if the harm block method uses probability or probability\n      and severity scores. */\n  method?: HarmBlockMethod;\n  /** Required. Harm category. */\n  category?: HarmCategory;\n  /** Required. The harm block threshold. */\n  threshold?: HarmBlockThreshold;\n}\n\n/** Schema is used to define the format of input/output data. Represents a select subset of an [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may be added in the future as needed. */\nexport declare interface Schema {\n  /** Optional. The value should be validated against any (one or more) of the subschemas in the list. */\n  anyOf?: Schema[];\n  /** Optional. Default value of the data. */\n  default?: unknown;\n  /** Optional. The description of the data. */\n  description?: string;\n  /** Optional. Possible values of the element of primitive type with enum format. Examples: 1. We can define direction as : {type:STRING, format:enum, enum:[\"EAST\", NORTH\", \"SOUTH\", \"WEST\"]} 2. We can define apartment number as : {type:INTEGER, format:enum, enum:[\"101\", \"201\", \"301\"]} */\n  enum?: string[];\n  /** Optional. Example of the object. Will only populated when the object is the root. */\n  example?: unknown;\n  /** Optional. The format of the data. Supported formats: for NUMBER type: \"float\", \"double\" for INTEGER type: \"int32\", \"int64\" for STRING type: \"email\", \"byte\", etc */\n  format?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE ARRAY Schema of the elements of Type.ARRAY. */\n  items?: Schema;\n  /** Optional. Maximum number of the elements for Type.ARRAY. */\n  maxItems?: string;\n  /** Optional. Maximum length of the Type.STRING */\n  maxLength?: string;\n  /** Optional. Maximum number of the properties for Type.OBJECT. */\n  maxProperties?: string;\n  /** Optional. Maximum value of the Type.INTEGER and Type.NUMBER */\n  maximum?: number;\n  /** Optional. Minimum number of the elements for Type.ARRAY. */\n  minItems?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE STRING Minimum length of the Type.STRING */\n  minLength?: string;\n  /** Optional. Minimum number of the properties for Type.OBJECT. */\n  minProperties?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE INTEGER and NUMBER Minimum value of the Type.INTEGER and Type.NUMBER */\n  minimum?: number;\n  /** Optional. Indicates if the value may be null. */\n  nullable?: boolean;\n  /** Optional. Pattern of the Type.STRING to restrict a string to a regular expression. */\n  pattern?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE OBJECT Properties of Type.OBJECT. */\n  properties?: Record<string, Schema>;\n  /** Optional. The order of the properties. Not a standard field in open api spec. Only used to support the order of the properties. */\n  propertyOrdering?: string[];\n  /** Optional. Required properties of Type.OBJECT. */\n  required?: string[];\n  /** Optional. The title of the Schema. */\n  title?: string;\n  /** Optional. The type of the data. */\n  type?: Type;\n}\n\n/** Defines a function that the model can generate JSON inputs for.\n\n  The inputs are based on `OpenAPI 3.0 specifications\n  <https://spec.openapis.org/oas/v3.0.3>`_.\n   */\nexport declare interface FunctionDeclaration {\n  /** Defines the function behavior. */\n  behavior?: Behavior;\n  /** Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function. */\n  description?: string;\n  /** Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots and dashes, with a maximum length of 64. */\n  name?: string;\n  /** Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1 */\n  parameters?: Schema;\n  /** Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function. */\n  response?: Schema;\n}\n\n/** Represents a time interval, encoded as a start time (inclusive) and an end time (exclusive).\n\n  The start time must be less than or equal to the end time.\n  When the start equals the end time, the interval is an empty interval.\n  (matches no time)\n  When both start and end are unspecified, the interval matches any time.\n   */\nexport declare interface Interval {\n  /** The start time of the interval. */\n  startTime?: string;\n  /** The end time of the interval. */\n  endTime?: string;\n}\n\n/** Tool to support Google Search in Model. Powered by Google. */\nexport declare interface GoogleSearch {\n  /** Optional. Filter search results to a specific time range.\n      If customers set a start time, they must set an end time (and vice versa).\n       */\n  timeRangeFilter?: Interval;\n}\n\n/** Describes the options to customize dynamic retrieval. */\nexport declare interface DynamicRetrievalConfig {\n  /** The mode of the predictor to be used in dynamic retrieval. */\n  mode?: DynamicRetrievalConfigMode;\n  /** Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used. */\n  dynamicThreshold?: number;\n}\n\n/** Tool to retrieve public web data for grounding, powered by Google. */\nexport declare interface GoogleSearchRetrieval {\n  /** Specifies the dynamic retrieval configuration for the given source. */\n  dynamicRetrievalConfig?: DynamicRetrievalConfig;\n}\n\n/** Tool to search public web data, powered by Vertex AI Search and Sec4 compliance. */\nexport declare interface EnterpriseWebSearch {}\n\n/** Config for authentication with API key. */\nexport declare interface ApiKeyConfig {\n  /** The API key to be used in the request directly. */\n  apiKeyString?: string;\n}\n\n/** Config for Google Service Account Authentication. */\nexport declare interface AuthConfigGoogleServiceAccountConfig {\n  /** Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension. */\n  serviceAccount?: string;\n}\n\n/** Config for HTTP Basic Authentication. */\nexport declare interface AuthConfigHttpBasicAuthConfig {\n  /** Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource. */\n  credentialSecret?: string;\n}\n\n/** Config for user oauth. */\nexport declare interface AuthConfigOauthConfig {\n  /** Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time. */\n  accessToken?: string;\n  /** The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account. */\n  serviceAccount?: string;\n}\n\n/** Config for user OIDC auth. */\nexport declare interface AuthConfigOidcConfig {\n  /** OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time. */\n  idToken?: string;\n  /** The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents). */\n  serviceAccount?: string;\n}\n\n/** Auth configuration to run the extension. */\nexport declare interface AuthConfig {\n  /** Config for API key auth. */\n  apiKeyConfig?: ApiKeyConfig;\n  /** Type of auth scheme. */\n  authType?: AuthType;\n  /** Config for Google Service Account auth. */\n  googleServiceAccountConfig?: AuthConfigGoogleServiceAccountConfig;\n  /** Config for HTTP Basic auth. */\n  httpBasicAuthConfig?: AuthConfigHttpBasicAuthConfig;\n  /** Config for user oauth. */\n  oauthConfig?: AuthConfigOauthConfig;\n  /** Config for user OIDC auth. */\n  oidcConfig?: AuthConfigOidcConfig;\n}\n\n/** Tool to support Google Maps in Model. */\nexport declare interface GoogleMaps {\n  /** Optional. Auth config for the Google Maps tool. */\n  authConfig?: AuthConfig;\n}\n\n/** Tool to support URL context retrieval. */\nexport declare interface UrlContext {}\n\n/** Retrieve from Vertex AI Search datastore or engine for grounding. datastore and engine are mutually exclusive. See https://cloud.google.com/products/agent-builder */\nexport declare interface VertexAISearch {\n  /** Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}` */\n  datastore?: string;\n  /** Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}` */\n  engine?: string;\n}\n\n/** The definition of the Rag resource. */\nexport declare interface VertexRagStoreRagResource {\n  /** Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}` */\n  ragCorpus?: string;\n  /** Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field. */\n  ragFileIds?: string[];\n}\n\n/** Config for filters. */\nexport declare interface RagRetrievalConfigFilter {\n  /** Optional. String for metadata filtering. */\n  metadataFilter?: string;\n  /** Optional. Only returns contexts with vector distance smaller than the threshold. */\n  vectorDistanceThreshold?: number;\n  /** Optional. Only returns contexts with vector similarity larger than the threshold. */\n  vectorSimilarityThreshold?: number;\n}\n\n/** Config for Hybrid Search. */\nexport declare interface RagRetrievalConfigHybridSearch {\n  /** Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally. */\n  alpha?: number;\n}\n\n/** Config for LlmRanker. */\nexport declare interface RagRetrievalConfigRankingLlmRanker {\n  /** Optional. The model name used for ranking. Format: `gemini-1.5-pro` */\n  modelName?: string;\n}\n\n/** Config for Rank Service. */\nexport declare interface RagRetrievalConfigRankingRankService {\n  /** Optional. The model name of the rank service. Format: `semantic-ranker-512@latest` */\n  modelName?: string;\n}\n\n/** Config for ranking and reranking. */\nexport declare interface RagRetrievalConfigRanking {\n  /** Optional. Config for LlmRanker. */\n  llmRanker?: RagRetrievalConfigRankingLlmRanker;\n  /** Optional. Config for Rank Service. */\n  rankService?: RagRetrievalConfigRankingRankService;\n}\n\n/** Specifies the context retrieval config. */\nexport declare interface RagRetrievalConfig {\n  /** Optional. Config for filters. */\n  filter?: RagRetrievalConfigFilter;\n  /** Optional. Config for Hybrid Search. */\n  hybridSearch?: RagRetrievalConfigHybridSearch;\n  /** Optional. Config for ranking and reranking. */\n  ranking?: RagRetrievalConfigRanking;\n  /** Optional. The number of contexts to retrieve. */\n  topK?: number;\n}\n\n/** Retrieve from Vertex RAG Store for grounding. */\nexport declare interface VertexRagStore {\n  /** Optional. Deprecated. Please use rag_resources instead. */\n  ragCorpora?: string[];\n  /** Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support. */\n  ragResources?: VertexRagStoreRagResource[];\n  /** Optional. The retrieval config for the Rag query. */\n  ragRetrievalConfig?: RagRetrievalConfig;\n  /** Optional. Number of top k results to return from the selected corpora. */\n  similarityTopK?: number;\n  /** Optional. Only return results with vector distance smaller than the threshold. */\n  vectorDistanceThreshold?: number;\n}\n\n/** Defines a retrieval tool that model can call to access external knowledge. */\nexport declare interface Retrieval {\n  /** Optional. Deprecated. This option is no longer supported. */\n  disableAttribution?: boolean;\n  /** Set to use data source powered by Vertex AI Search. */\n  vertexAiSearch?: VertexAISearch;\n  /** Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService. */\n  vertexRagStore?: VertexRagStore;\n}\n\n/** Tool that executes code generated by the model, and automatically returns the result to the model. See also [ExecutableCode]and [CodeExecutionResult] which are input and output to this tool. */\nexport declare interface ToolCodeExecution {}\n\n/** Tool details of a tool that the model may use to generate a response. */\nexport declare interface Tool {\n  /** List of function declarations that the tool supports. */\n  functionDeclarations?: FunctionDeclaration[];\n  /** Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. */\n  retrieval?: Retrieval;\n  /** Optional. Google Search tool type. Specialized retrieval tool\n      that is powered by Google Search. */\n  googleSearch?: GoogleSearch;\n  /** Optional. GoogleSearchRetrieval tool type. Specialized retrieval tool that is powered by Google search. */\n  googleSearchRetrieval?: GoogleSearchRetrieval;\n  /** Optional. Enterprise web search tool type. Specialized retrieval\n      tool that is powered by Vertex AI Search and Sec4 compliance. */\n  enterpriseWebSearch?: EnterpriseWebSearch;\n  /** Optional. Google Maps tool type. Specialized retrieval tool\n      that is powered by Google Maps. */\n  googleMaps?: GoogleMaps;\n  /** Optional. Tool to support URL context retrieval. */\n  urlContext?: UrlContext;\n  /** Optional. CodeExecution tool type. Enables the model to execute code as part of generation. This field is only used by the Gemini Developer API services. */\n  codeExecution?: ToolCodeExecution;\n}\n\n/** Function calling config. */\nexport declare interface FunctionCallingConfig {\n  /** Optional. Function calling mode. */\n  mode?: FunctionCallingConfigMode;\n  /** Optional. Function names to call. Only set when the Mode is ANY. Function names should match [FunctionDeclaration.name]. With mode set to ANY, model will predict a function call from the set of function names provided. */\n  allowedFunctionNames?: string[];\n}\n\n/** An object that represents a latitude/longitude pair.\n\n  This is expressed as a pair of doubles to represent degrees latitude and\n  degrees longitude. Unless specified otherwise, this object must conform to the\n  <a href=\"https://en.wikipedia.org/wiki/World_Geodetic_System#1984_version\">\n  WGS84 standard</a>. Values must be within normalized ranges.\n   */\nexport declare interface LatLng {\n  /** The latitude in degrees. It must be in the range [-90.0, +90.0]. */\n  latitude?: number;\n  /** The longitude in degrees. It must be in the range [-180.0, +180.0] */\n  longitude?: number;\n}\n\n/** Retrieval config.\n */\nexport declare interface RetrievalConfig {\n  /** Optional. The location of the user. */\n  latLng?: LatLng;\n}\n\n/** Tool config.\n\n  This config is shared for all tools provided in the request.\n   */\nexport declare interface ToolConfig {\n  /** Optional. Function calling config. */\n  functionCallingConfig?: FunctionCallingConfig;\n  /** Optional. Retrieval config. */\n  retrievalConfig?: RetrievalConfig;\n}\n\n/** The configuration for the prebuilt speaker to use. */\nexport declare interface PrebuiltVoiceConfig {\n  /** The name of the prebuilt voice to use. */\n  voiceName?: string;\n}\n\n/** The configuration for the voice to use. */\nexport declare interface VoiceConfig {\n  /** The configuration for the speaker to use.\n   */\n  prebuiltVoiceConfig?: PrebuiltVoiceConfig;\n}\n\n/** The configuration for the speaker to use. */\nexport declare interface SpeakerVoiceConfig {\n  /** The name of the speaker to use. Should be the same as in the\n          prompt. */\n  speaker?: string;\n  /** The configuration for the voice to use. */\n  voiceConfig?: VoiceConfig;\n}\n\n/** The configuration for the multi-speaker setup. */\nexport declare interface MultiSpeakerVoiceConfig {\n  /** The configuration for the speaker to use. */\n  speakerVoiceConfigs?: SpeakerVoiceConfig[];\n}\n\n/** The speech generation configuration. */\nexport declare interface SpeechConfig {\n  /** The configuration for the speaker to use.\n   */\n  voiceConfig?: VoiceConfig;\n  /** The configuration for the multi-speaker setup.\n          It is mutually exclusive with the voice_config field.\n           */\n  multiSpeakerVoiceConfig?: MultiSpeakerVoiceConfig;\n  /** Language code (ISO 639. e.g. en-US) for the speech synthesization.\n      Only available for Live API.\n       */\n  languageCode?: string;\n}\n\n/** The configuration for automatic function calling. */\nexport declare interface AutomaticFunctionCallingConfig {\n  /** Whether to disable automatic function calling.\n      If not set or set to False, will enable automatic function calling.\n      If set to True, will disable automatic function calling.\n       */\n  disable?: boolean;\n  /** If automatic function calling is enabled,\n      maximum number of remote calls for automatic function calling.\n      This number should be a positive integer.\n      If not set, SDK will set maximum number of remote calls to 10.\n       */\n  maximumRemoteCalls?: number;\n  /** If automatic function calling is enabled,\n      whether to ignore call history to the response.\n      If not set, SDK will set ignore_call_history to false,\n      and will append the call history to\n      GenerateContentResponse.automatic_function_calling_history.\n       */\n  ignoreCallHistory?: boolean;\n}\n\n/** The thinking features configuration. */\nexport declare interface ThinkingConfig {\n  /** Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n   */\n  includeThoughts?: boolean;\n  /** Indicates the thinking budget in tokens.\n   */\n  thinkingBudget?: number;\n}\n\n/** When automated routing is specified, the routing will be determined by the pretrained routing model and customer provided model routing preference. */\nexport declare interface GenerationConfigRoutingConfigAutoRoutingMode {\n  /** The model routing preference. */\n  modelRoutingPreference?:\n    | 'UNKNOWN'\n    | 'PRIORITIZE_QUALITY'\n    | 'BALANCED'\n    | 'PRIORITIZE_COST';\n}\n\n/** When manual routing is set, the specified model will be used directly. */\nexport declare interface GenerationConfigRoutingConfigManualRoutingMode {\n  /** The model name to use. Only the public LLM models are accepted. e.g. 'gemini-1.5-pro-001'. */\n  modelName?: string;\n}\n\n/** The configuration for routing the request to a specific model. */\nexport declare interface GenerationConfigRoutingConfig {\n  /** Automated routing. */\n  autoMode?: GenerationConfigRoutingConfigAutoRoutingMode;\n  /** Manual routing. */\n  manualMode?: GenerationConfigRoutingConfigManualRoutingMode;\n}\n\n/** Optional model configuration parameters.\n\n  For more information, see `Content generation parameters\n  <https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters>`_.\n   */\nexport declare interface GenerateContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Instructions for the model to steer it toward better performance.\n      For example, \"Answer as concisely as possible\" or \"Don't use technical\n      terms in your response\".\n       */\n  systemInstruction?: ContentUnion;\n  /** Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n       */\n  temperature?: number;\n  /** Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n       */\n  topP?: number;\n  /** For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n       */\n  topK?: number;\n  /** Number of response variations to return.\n   */\n  candidateCount?: number;\n  /** Maximum number of tokens that can be generated in the response.\n   */\n  maxOutputTokens?: number;\n  /** List of strings that tells the model to stop generating text if one\n      of the strings is encountered in the response.\n       */\n  stopSequences?: string[];\n  /** Whether to return the log probabilities of the tokens that were\n      chosen by the model at each step.\n       */\n  responseLogprobs?: boolean;\n  /** Number of top candidate tokens to return the log probabilities for\n      at each generation step.\n       */\n  logprobs?: number;\n  /** Positive values penalize tokens that already appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n       */\n  presencePenalty?: number;\n  /** Positive values penalize tokens that repeatedly appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n       */\n  frequencyPenalty?: number;\n  /** When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n       */\n  seed?: number;\n  /** Output response mimetype of the generated candidate text.\n      Supported mimetype:\n        - `text/plain`: (default) Text output.\n        - `application/json`: JSON response in the candidates.\n      The model needs to be prompted to output the appropriate response type,\n      otherwise the behavior is undefined.\n      This is a preview feature.\n       */\n  responseMimeType?: string;\n  /** The `Schema` object allows the definition of input and output data types.\n      These types can be objects, but also primitives and arrays.\n      Represents a select subset of an [OpenAPI 3.0 schema\n      object](https://spec.openapis.org/oas/v3.0.3#schema).\n      If set, a compatible response_mime_type must also be set.\n      Compatible mimetypes: `application/json`: Schema for JSON response.\n       */\n  responseSchema?: SchemaUnion;\n  /** Configuration for model router requests.\n   */\n  routingConfig?: GenerationConfigRoutingConfig;\n  /** Configuration for model selection.\n   */\n  modelSelectionConfig?: ModelSelectionConfig;\n  /** Safety settings in the request to block unsafe content in the\n      response.\n       */\n  safetySettings?: SafetySetting[];\n  /** Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n       */\n  tools?: ToolListUnion;\n  /** Associates model output to a specific function call.\n   */\n  toolConfig?: ToolConfig;\n  /** Labels with user-defined metadata to break down billed charges. */\n  labels?: Record<string, string>;\n  /** Resource name of a context cache that can be used in subsequent\n      requests.\n       */\n  cachedContent?: string;\n  /** The requested modalities of the response. Represents the set of\n      modalities that the model can return.\n       */\n  responseModalities?: string[];\n  /** If specified, the media resolution specified will be used.\n   */\n  mediaResolution?: MediaResolution;\n  /** The speech generation configuration.\n   */\n  speechConfig?: SpeechConfigUnion;\n  /** If enabled, audio timestamp will be included in the request to the\n       model.\n       */\n  audioTimestamp?: boolean;\n  /** The configuration for automatic function calling.\n   */\n  automaticFunctionCalling?: AutomaticFunctionCallingConfig;\n  /** The thinking features configuration.\n   */\n  thinkingConfig?: ThinkingConfig;\n}\n\n/** Config for models.generate_content parameters. */\nexport declare interface GenerateContentParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Content of the request.\n   */\n  contents: ContentListUnion;\n  /** Configuration that contains optional model parameters.\n   */\n  config?: GenerateContentConfig;\n}\n\n/** Represents a whole or partial calendar date, such as a birthday. The time of day and time zone are either specified elsewhere or are insignificant. The date is relative to the Gregorian Calendar. This can represent one of the following: * A full date, with non-zero year, month, and day values. * A month and day, with a zero year (for example, an anniversary). * A year on its own, with a zero month and a zero day. * A year and month, with a zero day (for example, a credit card expiration date). Related types: * google.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp */\nexport declare interface GoogleTypeDate {\n  /** Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn't significant. */\n  day?: number;\n  /** Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day. */\n  month?: number;\n  /** Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year. */\n  year?: number;\n}\n\n/** Source attributions for content. */\nexport declare interface Citation {\n  /** Output only. End index into the content. */\n  endIndex?: number;\n  /** Output only. License of the attribution. */\n  license?: string;\n  /** Output only. Publication date of the attribution. */\n  publicationDate?: GoogleTypeDate;\n  /** Output only. Start index into the content. */\n  startIndex?: number;\n  /** Output only. Title of the attribution. */\n  title?: string;\n  /** Output only. Url reference of the attribution. */\n  uri?: string;\n}\n\n/** Citation information when the model quotes another source. */\nexport declare interface CitationMetadata {\n  /** Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n       */\n  citations?: Citation[];\n}\n\n/** Context for a single url retrieval. */\nexport declare interface UrlMetadata {\n  /** The URL retrieved by the tool. */\n  retrievedUrl?: string;\n  /** Status of the url retrieval. */\n  urlRetrievalStatus?: UrlRetrievalStatus;\n}\n\n/** Metadata related to url context retrieval tool. */\nexport declare interface UrlContextMetadata {\n  /** List of url context. */\n  urlMetadata?: UrlMetadata[];\n}\n\n/** Chunk from context retrieved by the retrieval tools. */\nexport declare interface GroundingChunkRetrievedContext {\n  /** Text of the attribution. */\n  text?: string;\n  /** Title of the attribution. */\n  title?: string;\n  /** URI reference of the attribution. */\n  uri?: string;\n}\n\n/** Chunk from the web. */\nexport declare interface GroundingChunkWeb {\n  /** Domain of the (original) URI. */\n  domain?: string;\n  /** Title of the chunk. */\n  title?: string;\n  /** URI reference of the chunk. */\n  uri?: string;\n}\n\n/** Grounding chunk. */\nexport declare interface GroundingChunk {\n  /** Grounding chunk from context retrieved by the retrieval tools. */\n  retrievedContext?: GroundingChunkRetrievedContext;\n  /** Grounding chunk from the web. */\n  web?: GroundingChunkWeb;\n}\n\n/** Segment of the content. */\nexport declare interface Segment {\n  /** Output only. End index in the given Part, measured in bytes. Offset from the start of the Part, exclusive, starting at zero. */\n  endIndex?: number;\n  /** Output only. The index of a Part object within its parent Content object. */\n  partIndex?: number;\n  /** Output only. Start index in the given Part, measured in bytes. Offset from the start of the Part, inclusive, starting at zero. */\n  startIndex?: number;\n  /** Output only. The text corresponding to the segment from the response. */\n  text?: string;\n}\n\n/** Grounding support. */\nexport declare interface GroundingSupport {\n  /** Confidence score of the support references. Ranges from 0 to 1. 1 is the most confident. This list must have the same size as the grounding_chunk_indices. */\n  confidenceScores?: number[];\n  /** A list of indices (into 'grounding_chunk') specifying the citations associated with the claim. For instance [1,3,4] means that grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the retrieved content attributed to the claim. */\n  groundingChunkIndices?: number[];\n  /** Segment of the content this support belongs to. */\n  segment?: Segment;\n}\n\n/** Metadata related to retrieval in the grounding flow. */\nexport declare interface RetrievalMetadata {\n  /** Optional. Score indicating how likely information from Google Search could help answer the prompt. The score is in the range `[0, 1]`, where 0 is the least likely and 1 is the most likely. This score is only populated when Google Search grounding and dynamic retrieval is enabled. It will be compared to the threshold to determine whether to trigger Google Search. */\n  googleSearchDynamicRetrievalScore?: number;\n}\n\n/** Google search entry point. */\nexport declare interface SearchEntryPoint {\n  /** Optional. Web content snippet that can be embedded in a web page or an app webview. */\n  renderedContent?: string;\n  /** Optional. Base64 encoded JSON representing array of tuple. */\n  sdkBlob?: string;\n}\n\n/** Metadata returned to client when grounding is enabled. */\nexport declare interface GroundingMetadata {\n  /** List of supporting references retrieved from specified grounding source. */\n  groundingChunks?: GroundingChunk[];\n  /** Optional. List of grounding support. */\n  groundingSupports?: GroundingSupport[];\n  /** Optional. Output only. Retrieval metadata. */\n  retrievalMetadata?: RetrievalMetadata;\n  /** Optional. Queries executed by the retrieval tools. */\n  retrievalQueries?: string[];\n  /** Optional. Google search entry for the following-up web searches. */\n  searchEntryPoint?: SearchEntryPoint;\n  /** Optional. Web search queries for the following-up web search. */\n  webSearchQueries?: string[];\n}\n\n/** Candidate for the logprobs token and score. */\nexport declare interface LogprobsResultCandidate {\n  /** The candidate's log probability. */\n  logProbability?: number;\n  /** The candidate's token string value. */\n  token?: string;\n  /** The candidate's token id value. */\n  tokenId?: number;\n}\n\n/** Candidates with top log probabilities at each decoding step. */\nexport declare interface LogprobsResultTopCandidates {\n  /** Sorted by log probability in descending order. */\n  candidates?: LogprobsResultCandidate[];\n}\n\n/** Logprobs Result */\nexport declare interface LogprobsResult {\n  /** Length = total number of decoding steps. The chosen candidates may or may not be in top_candidates. */\n  chosenCandidates?: LogprobsResultCandidate[];\n  /** Length = total number of decoding steps. */\n  topCandidates?: LogprobsResultTopCandidates[];\n}\n\n/** Safety rating corresponding to the generated content. */\nexport declare interface SafetyRating {\n  /** Output only. Indicates whether the content was filtered out because of this rating. */\n  blocked?: boolean;\n  /** Output only. Harm category. */\n  category?: HarmCategory;\n  /** Output only. Harm probability levels in the content. */\n  probability?: HarmProbability;\n  /** Output only. Harm probability score. */\n  probabilityScore?: number;\n  /** Output only. Harm severity levels in the content. */\n  severity?: HarmSeverity;\n  /** Output only. Harm severity score. */\n  severityScore?: number;\n}\n\n/** A response candidate generated from the model. */\nexport declare interface Candidate {\n  /** Contains the multi-part content of the response.\n   */\n  content?: Content;\n  /** Source attribution of the generated content.\n   */\n  citationMetadata?: CitationMetadata;\n  /** Describes the reason the model stopped generating tokens.\n   */\n  finishMessage?: string;\n  /** Number of tokens for this candidate.\n   */\n  tokenCount?: number;\n  /** The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n       */\n  finishReason?: FinishReason;\n  /** Metadata related to url context retrieval tool. */\n  urlContextMetadata?: UrlContextMetadata;\n  /** Output only. Average log probability score of the candidate. */\n  avgLogprobs?: number;\n  /** Output only. Metadata specifies sources used to ground generated content. */\n  groundingMetadata?: GroundingMetadata;\n  /** Output only. Index of the candidate. */\n  index?: number;\n  /** Output only. Log-likelihood scores for the response tokens and top tokens */\n  logprobsResult?: LogprobsResult;\n  /** Output only. List of ratings for the safety of a response candidate. There is at most one rating per category. */\n  safetyRatings?: SafetyRating[];\n}\n\n/** Content filter results for a prompt sent in the request. */\nexport class GenerateContentResponsePromptFeedback {\n  /** Output only. Blocked reason. */\n  blockReason?: BlockedReason;\n  /** Output only. A readable block reason message. */\n  blockReasonMessage?: string;\n  /** Output only. Safety ratings. */\n  safetyRatings?: SafetyRating[];\n}\n\n/** Represents token counting info for a single modality. */\nexport declare interface ModalityTokenCount {\n  /** The modality associated with this token count. */\n  modality?: MediaModality;\n  /** Number of tokens. */\n  tokenCount?: number;\n}\n\n/** Usage metadata about response(s). */\nexport class GenerateContentResponseUsageMetadata {\n  /** Output only. List of modalities of the cached content in the request input. */\n  cacheTokensDetails?: ModalityTokenCount[];\n  /** Output only. Number of tokens in the cached part in the input (the cached content). */\n  cachedContentTokenCount?: number;\n  /** Number of tokens in the response(s). */\n  candidatesTokenCount?: number;\n  /** Output only. List of modalities that were returned in the response. */\n  candidatesTokensDetails?: ModalityTokenCount[];\n  /** Number of tokens in the request. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content. */\n  promptTokenCount?: number;\n  /** Output only. List of modalities that were processed in the request input. */\n  promptTokensDetails?: ModalityTokenCount[];\n  /** Output only. Number of tokens present in thoughts output. */\n  thoughtsTokenCount?: number;\n  /** Output only. Number of tokens present in tool-use prompt(s). */\n  toolUsePromptTokenCount?: number;\n  /** Output only. List of modalities that were processed for tool-use request inputs. */\n  toolUsePromptTokensDetails?: ModalityTokenCount[];\n  /** Total token count for prompt, response candidates, and tool-use prompts (if present). */\n  totalTokenCount?: number;\n  /** Output only. Traffic type. This shows whether a request consumes Pay-As-You-Go or Provisioned Throughput quota. */\n  trafficType?: TrafficType;\n}\n\n/** Response message for PredictionService.GenerateContent. */\nexport class GenerateContentResponse {\n  /** Response variations returned by the model.\n   */\n  candidates?: Candidate[];\n  /** Timestamp when the request is made to the server.\n   */\n  createTime?: string;\n  /** Identifier for each response.\n   */\n  responseId?: string;\n  /** The history of automatic function calling.\n   */\n  automaticFunctionCallingHistory?: Content[];\n  /** Output only. The model version used to generate the response. */\n  modelVersion?: string;\n  /** Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations. */\n  promptFeedback?: GenerateContentResponsePromptFeedback;\n  /** Usage metadata about the response(s). */\n  usageMetadata?: GenerateContentResponseUsageMetadata;\n  /**\n   * Returns the concatenation of all text parts from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the text from the first\n   * one will be returned.\n   * If there are non-text parts in the response, the concatenation of all text\n   * parts will be returned, and a warning will be logged.\n   * If there are thought parts in the response, the concatenation of all text\n   * parts excluding the thought parts will be returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'Why is the sky blue?',\n   * });\n   *\n   * console.debug(response.text);\n   * ```\n   */\n  get text(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning text from the first one.',\n      );\n    }\n    let text = '';\n    let anyTextPartText = false;\n    const nonTextParts = [];\n    for (const part of this.candidates?.[0]?.content?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'text' &&\n          fieldName !== 'thought' &&\n          (fieldValue !== null || fieldValue !== undefined)\n        ) {\n          nonTextParts.push(fieldName);\n        }\n      }\n      if (typeof part.text === 'string') {\n        if (typeof part.thought === 'boolean' && part.thought) {\n          continue;\n        }\n        anyTextPartText = true;\n        text += part.text;\n      }\n    }\n    if (nonTextParts.length > 0) {\n      console.warn(\n        `there are non-text parts ${nonTextParts} in the response, returning concatenation of all text parts. Please refer to the non text parts for a full response from model.`,\n      );\n    }\n    // part.text === '' is different from part.text is null\n    return anyTextPartText ? text : undefined;\n  }\n\n  /**\n   * Returns the concatenation of all inline data parts from the first candidate\n   * in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the inline data from the\n   * first one will be returned. If there are non-inline data parts in the\n   * response, the concatenation of all inline data parts will be returned, and\n   * a warning will be logged.\n   */\n  get data(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning data from the first one.',\n      );\n    }\n    let data = '';\n    const nonDataParts = [];\n    for (const part of this.candidates?.[0]?.content?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'inlineData' &&\n          (fieldValue !== null || fieldValue !== undefined)\n        ) {\n          nonDataParts.push(fieldName);\n        }\n      }\n      if (part.inlineData && typeof part.inlineData.data === 'string') {\n        data += atob(part.inlineData.data);\n      }\n    }\n    if (nonDataParts.length > 0) {\n      console.warn(\n        `there are non-data parts ${nonDataParts} in the response, returning concatenation of all data parts. Please refer to the non data parts for a full response from model.`,\n      );\n    }\n    return data.length > 0 ? btoa(data) : undefined;\n  }\n\n  /**\n   * Returns the function calls from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the function calls from\n   * the first one will be returned.\n   * If there are no function calls in the response, undefined will be returned.\n   *\n   * @example\n   * ```ts\n   * const controlLightFunctionDeclaration: FunctionDeclaration = {\n   *   name: 'controlLight',\n   *   parameters: {\n   *   type: Type.OBJECT,\n   *   description: 'Set the brightness and color temperature of a room light.',\n   *   properties: {\n   *     brightness: {\n   *       type: Type.NUMBER,\n   *       description:\n   *         'Light level from 0 to 100. Zero is off and 100 is full brightness.',\n   *     },\n   *     colorTemperature: {\n   *       type: Type.STRING,\n   *       description:\n   *         'Color temperature of the light fixture which can be `daylight`, `cool` or `warm`.',\n   *     },\n   *   },\n   *   required: ['brightness', 'colorTemperature'],\n   *  };\n   *  const response = await ai.models.generateContent({\n   *     model: 'gemini-2.0-flash',\n   *     contents: 'Dim the lights so the room feels cozy and warm.',\n   *     config: {\n   *       tools: [{functionDeclarations: [controlLightFunctionDeclaration]}],\n   *       toolConfig: {\n   *         functionCallingConfig: {\n   *           mode: FunctionCallingConfigMode.ANY,\n   *           allowedFunctionNames: ['controlLight'],\n   *         },\n   *       },\n   *     },\n   *   });\n   *  console.debug(JSON.stringify(response.functionCalls));\n   * ```\n   */\n  get functionCalls(): FunctionCall[] | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning function calls from the first one.',\n      );\n    }\n    const functionCalls = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.functionCall)\n      .map((part) => part.functionCall)\n      .filter(\n        (functionCall): functionCall is FunctionCall =>\n          functionCall !== undefined,\n      );\n    if (functionCalls?.length === 0) {\n      return undefined;\n    }\n    return functionCalls;\n  }\n  /**\n   * Returns the first executable code from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the executable code from\n   * the first one will be returned.\n   * If there are no executable code in the response, undefined will be\n   * returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'What is the sum of the first 50 prime numbers? Generate and run code for the calculation, and make sure you get all 50.'\n   *   config: {\n   *     tools: [{codeExecution: {}}],\n   *   },\n   * });\n   *\n   * console.debug(response.executableCode);\n   * ```\n   */\n  get executableCode(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning executable code from the first one.',\n      );\n    }\n    const executableCode = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.executableCode)\n      .map((part) => part.executableCode)\n      .filter(\n        (executableCode): executableCode is ExecutableCode =>\n          executableCode !== undefined,\n      );\n    if (executableCode?.length === 0) {\n      return undefined;\n    }\n\n    return executableCode?.[0]?.code;\n  }\n  /**\n   * Returns the first code execution result from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the code execution result from\n   * the first one will be returned.\n   * If there are no code execution result in the response, undefined will be returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'What is the sum of the first 50 prime numbers? Generate and run code for the calculation, and make sure you get all 50.'\n   *   config: {\n   *     tools: [{codeExecution: {}}],\n   *   },\n   * });\n   *\n   * console.debug(response.codeExecutionResult);\n   * ```\n   */\n  get codeExecutionResult(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning code execution result from the first one.',\n      );\n    }\n    const codeExecutionResult = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.codeExecutionResult)\n      .map((part) => part.codeExecutionResult)\n      .filter(\n        (codeExecutionResult): codeExecutionResult is CodeExecutionResult =>\n          codeExecutionResult !== undefined,\n      );\n    if (codeExecutionResult?.length === 0) {\n      return undefined;\n    }\n    return codeExecutionResult?.[0]?.output;\n  }\n}\n\nexport type ReferenceImage =\n  | RawReferenceImage\n  | MaskReferenceImage\n  | ControlReferenceImage\n  | StyleReferenceImage\n  | SubjectReferenceImage;\n\n/** Parameters for the request to edit an image. */\nexport declare interface EditImageParameters {\n  /** The model to use. */\n  model: string;\n  /** A text description of the edit to apply to the image. */\n  prompt: string;\n  /** The reference images for Imagen 3 editing. */\n  referenceImages: ReferenceImage[];\n  /** Configuration for editing. */\n  config?: EditImageConfig;\n}\n\n/** Optional parameters for the embed_content method. */\nexport declare interface EmbedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Type of task for which the embedding will be used.\n   */\n  taskType?: string;\n  /** Title for the text. Only applicable when TaskType is\n      `RETRIEVAL_DOCUMENT`.\n       */\n  title?: string;\n  /** Reduced dimension for the output embedding. If set,\n      excessive values in the output embedding are truncated from the end.\n      Supported by newer models since 2024 only. You cannot set this value if\n      using the earlier model (`models/embedding-001`).\n       */\n  outputDimensionality?: number;\n  /** Vertex API only. The MIME type of the input.\n   */\n  mimeType?: string;\n  /** Vertex API only. Whether to silently truncate inputs longer than\n      the max sequence length. If this option is set to false, oversized inputs\n      will lead to an INVALID_ARGUMENT error, similar to other text APIs.\n       */\n  autoTruncate?: boolean;\n}\n\n/** Parameters for the embed_content method. */\nexport declare interface EmbedContentParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** The content to embed. Only the `parts.text` fields will be counted.\n   */\n  contents: ContentListUnion;\n  /** Configuration that contains optional parameters.\n   */\n  config?: EmbedContentConfig;\n}\n\n/** Statistics of the input text associated with the result of content embedding. */\nexport declare interface ContentEmbeddingStatistics {\n  /** Vertex API only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n       */\n  truncated?: boolean;\n  /** Vertex API only. Number of tokens of the input text.\n   */\n  tokenCount?: number;\n}\n\n/** The embedding generated from an input content. */\nexport declare interface ContentEmbedding {\n  /** A list of floats representing an embedding.\n   */\n  values?: number[];\n  /** Vertex API only. Statistics of the input text associated with this\n      embedding.\n       */\n  statistics?: ContentEmbeddingStatistics;\n}\n\n/** Request-level metadata for the Vertex Embed Content API. */\nexport declare interface EmbedContentMetadata {\n  /** Vertex API only. The total number of billable characters included\n      in the request.\n       */\n  billableCharacterCount?: number;\n}\n\n/** Response for the embed_content method. */\nexport class EmbedContentResponse {\n  /** The embeddings for each request, in the same order as provided in\n      the batch request.\n       */\n  embeddings?: ContentEmbedding[];\n  /** Vertex API only. Metadata about the request.\n   */\n  metadata?: EmbedContentMetadata;\n}\n\n/** The config for generating an images. */\nexport declare interface GenerateImagesConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage URI used to store the generated images.\n   */\n  outputGcsUri?: string;\n  /** Description of what to discourage in the generated images.\n   */\n  negativePrompt?: string;\n  /** Number of images to generate.\n   */\n  numberOfImages?: number;\n  /** Aspect ratio of the generated images.\n   */\n  aspectRatio?: string;\n  /** Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.\n       */\n  guidanceScale?: number;\n  /** Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.\n       */\n  seed?: number;\n  /** Filter level for safety filtering.\n   */\n  safetyFilterLevel?: SafetyFilterLevel;\n  /** Allows generation of people by the model.\n   */\n  personGeneration?: PersonGeneration;\n  /** Whether to report the safety scores of each generated image and\n      the positive prompt in the response.\n       */\n  includeSafetyAttributes?: boolean;\n  /** Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.\n       */\n  includeRaiReason?: boolean;\n  /** Language of the text in the prompt.\n   */\n  language?: ImagePromptLanguage;\n  /** MIME type of the generated image.\n   */\n  outputMimeType?: string;\n  /** Compression quality of the generated image (for ``image/jpeg``\n      only).\n       */\n  outputCompressionQuality?: number;\n  /** Whether to add a watermark to the generated images.\n   */\n  addWatermark?: boolean;\n  /** Whether to use the prompt rewriting logic.\n   */\n  enhancePrompt?: boolean;\n}\n\n/** The parameters for generating images. */\nexport declare interface GenerateImagesParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Text prompt that typically describes the images to output.\n   */\n  prompt: string;\n  /** Configuration for generating images.\n   */\n  config?: GenerateImagesConfig;\n}\n\n/** An image. */\nexport declare interface Image {\n  /** The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.\n       */\n  gcsUri?: string;\n  /** The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.\n       */\n  imageBytes?: string;\n  /** The MIME type of the image. */\n  mimeType?: string;\n}\n\n/** Safety attributes of a GeneratedImage or the user-provided prompt. */\nexport declare interface SafetyAttributes {\n  /** List of RAI categories.\n   */\n  categories?: string[];\n  /** List of scores of each categories.\n   */\n  scores?: number[];\n  /** Internal use only.\n   */\n  contentType?: string;\n}\n\n/** An output image. */\nexport declare interface GeneratedImage {\n  /** The output image data.\n   */\n  image?: Image;\n  /** Responsible AI filter reason if the image is filtered out of the\n      response.\n       */\n  raiFilteredReason?: string;\n  /** Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.\n       */\n  safetyAttributes?: SafetyAttributes;\n  /** The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.\n       */\n  enhancedPrompt?: string;\n}\n\n/** The output images response. */\nexport class GenerateImagesResponse {\n  /** List of generated images.\n   */\n  generatedImages?: GeneratedImage[];\n  /** Safety attributes of the positive prompt. Only populated if\n      ``include_safety_attributes`` is set to True.\n       */\n  positivePromptSafetyAttributes?: SafetyAttributes;\n}\n\n/** Configuration for a Mask reference image. */\nexport declare interface MaskReferenceConfig {\n  /** Prompts the model to generate a mask instead of you needing to\n      provide one (unless MASK_MODE_USER_PROVIDED is used). */\n  maskMode?: MaskReferenceMode;\n  /** A list of up to 5 class ids to use for semantic segmentation.\n      Automatically creates an image mask based on specific objects. */\n  segmentationClasses?: number[];\n  /** Dilation percentage of the mask provided.\n      Float between 0 and 1. */\n  maskDilation?: number;\n}\n\n/** Configuration for a Control reference image. */\nexport declare interface ControlReferenceConfig {\n  /** The type of control reference image to use. */\n  controlType?: ControlReferenceType;\n  /** Defaults to False. When set to True, the control image will be\n      computed by the model based on the control type. When set to False,\n      the control image must be provided by the user. */\n  enableControlImageComputation?: boolean;\n}\n\n/** Configuration for a Style reference image. */\nexport declare interface StyleReferenceConfig {\n  /** A text description of the style to use for the generated image. */\n  styleDescription?: string;\n}\n\n/** Configuration for a Subject reference image. */\nexport declare interface SubjectReferenceConfig {\n  /** The subject type of a subject reference image. */\n  subjectType?: SubjectReferenceType;\n  /** Subject description for the image. */\n  subjectDescription?: string;\n}\n\n/** Configuration for editing an image. */\nexport declare interface EditImageConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage URI used to store the generated images.\n   */\n  outputGcsUri?: string;\n  /** Description of what to discourage in the generated images.\n   */\n  negativePrompt?: string;\n  /** Number of images to generate.\n   */\n  numberOfImages?: number;\n  /** Aspect ratio of the generated images.\n   */\n  aspectRatio?: string;\n  /** Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.\n       */\n  guidanceScale?: number;\n  /** Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.\n       */\n  seed?: number;\n  /** Filter level for safety filtering.\n   */\n  safetyFilterLevel?: SafetyFilterLevel;\n  /** Allows generation of people by the model.\n   */\n  personGeneration?: PersonGeneration;\n  /** Whether to report the safety scores of each generated image and\n      the positive prompt in the response.\n       */\n  includeSafetyAttributes?: boolean;\n  /** Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.\n       */\n  includeRaiReason?: boolean;\n  /** Language of the text in the prompt.\n   */\n  language?: ImagePromptLanguage;\n  /** MIME type of the generated image.\n   */\n  outputMimeType?: string;\n  /** Compression quality of the generated image (for ``image/jpeg``\n      only).\n       */\n  outputCompressionQuality?: number;\n  /** Describes the editing mode for the request. */\n  editMode?: EditMode;\n  /** The number of sampling steps. A higher value has better image\n      quality, while a lower value has better latency. */\n  baseSteps?: number;\n}\n\n/** Response for the request to edit an image. */\nexport class EditImageResponse {\n  /** Generated images. */\n  generatedImages?: GeneratedImage[];\n}\n\nexport class UpscaleImageResponse {\n  /** Generated images. */\n  generatedImages?: GeneratedImage[];\n}\n\n/** Optional parameters for models.get method. */\nexport declare interface GetModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\nexport declare interface GetModelParameters {\n  model: string;\n  /** Optional parameters for the request. */\n  config?: GetModelConfig;\n}\n\n/** An endpoint where you deploy models. */\nexport declare interface Endpoint {\n  /** Resource name of the endpoint. */\n  name?: string;\n  /** ID of the model that's deployed to the endpoint. */\n  deployedModelId?: string;\n}\n\n/** A tuned machine learning model. */\nexport declare interface TunedModelInfo {\n  /** ID of the base model that you want to tune. */\n  baseModel?: string;\n  /** Date and time when the base model was created. */\n  createTime?: string;\n  /** Date and time when the base model was last updated. */\n  updateTime?: string;\n}\n\n/** Describes the machine learning model version checkpoint. */\nexport declare interface Checkpoint {\n  /** The ID of the checkpoint.\n   */\n  checkpointId?: string;\n  /** The epoch of the checkpoint.\n   */\n  epoch?: string;\n  /** The step of the checkpoint.\n   */\n  step?: string;\n}\n\n/** A trained machine learning model. */\nexport declare interface Model {\n  /** Resource name of the model. */\n  name?: string;\n  /** Display name of the model. */\n  displayName?: string;\n  /** Description of the model. */\n  description?: string;\n  /** Version ID of the model. A new version is committed when a new\n      model version is uploaded or trained under an existing model ID. The\n      version ID is an auto-incrementing decimal number in string\n      representation. */\n  version?: string;\n  /** List of deployed models created from this base model. Note that a\n      model could have been deployed to endpoints in different locations. */\n  endpoints?: Endpoint[];\n  /** Labels with user-defined metadata to organize your models. */\n  labels?: Record<string, string>;\n  /** Information about the tuned model from the base model. */\n  tunedModelInfo?: TunedModelInfo;\n  /** The maximum number of input tokens that the model can handle. */\n  inputTokenLimit?: number;\n  /** The maximum number of output tokens that the model can generate. */\n  outputTokenLimit?: number;\n  /** List of actions that are supported by the model. */\n  supportedActions?: string[];\n  /** The default checkpoint id of a model version.\n   */\n  defaultCheckpointId?: string;\n  /** The checkpoints of the model. */\n  checkpoints?: Checkpoint[];\n}\n\nexport declare interface ListModelsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n  filter?: string;\n  /** Set true to list base models, false to list tuned models. */\n  queryBase?: boolean;\n}\n\nexport declare interface ListModelsParameters {\n  config?: ListModelsConfig;\n}\n\nexport class ListModelsResponse {\n  nextPageToken?: string;\n  models?: Model[];\n}\n\n/** Configuration for updating a tuned model. */\nexport declare interface UpdateModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  displayName?: string;\n  description?: string;\n  defaultCheckpointId?: string;\n}\n\n/** Configuration for updating a tuned model. */\nexport declare interface UpdateModelParameters {\n  model: string;\n  config?: UpdateModelConfig;\n}\n\n/** Configuration for deleting a tuned model. */\nexport declare interface DeleteModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for deleting a tuned model. */\nexport declare interface DeleteModelParameters {\n  model: string;\n  /** Optional parameters for the request. */\n  config?: DeleteModelConfig;\n}\n\nexport class DeleteModelResponse {}\n\n/** Generation config. */\nexport declare interface GenerationConfig {\n  /** Optional. If enabled, audio timestamp will be included in the request to the model. */\n  audioTimestamp?: boolean;\n  /** Optional. Number of candidates to generate. */\n  candidateCount?: number;\n  /** Optional. Frequency penalties. */\n  frequencyPenalty?: number;\n  /** Optional. Logit probabilities. */\n  logprobs?: number;\n  /** Optional. The maximum number of output tokens to generate per message. */\n  maxOutputTokens?: number;\n  /** Optional. If specified, the media resolution specified will be used. */\n  mediaResolution?: MediaResolution;\n  /** Optional. Positive penalties. */\n  presencePenalty?: number;\n  /** Optional. If true, export the logprobs results in response. */\n  responseLogprobs?: boolean;\n  /** Optional. Output response mimetype of the generated candidate text. Supported mimetype: - `text/plain`: (default) Text output. - `application/json`: JSON response in the candidates. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. This is a preview feature. */\n  responseMimeType?: string;\n  /** Optional. The `Schema` object allows the definition of input and output data types. These types can be objects, but also primitives and arrays. Represents a select subset of an [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema). If set, a compatible response_mime_type must also be set. Compatible mimetypes: `application/json`: Schema for JSON response. */\n  responseSchema?: Schema;\n  /** Optional. Routing configuration. */\n  routingConfig?: GenerationConfigRoutingConfig;\n  /** Optional. Seed. */\n  seed?: number;\n  /** Optional. Stop sequences. */\n  stopSequences?: string[];\n  /** Optional. Controls the randomness of predictions. */\n  temperature?: number;\n  /** Optional. If specified, top-k sampling will be used. */\n  topK?: number;\n  /** Optional. If specified, nucleus sampling will be used. */\n  topP?: number;\n}\n\n/** Config for the count_tokens method. */\nexport declare interface CountTokensConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Instructions for the model to steer it toward better performance.\n   */\n  systemInstruction?: ContentUnion;\n  /** Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n       */\n  tools?: Tool[];\n  /** Configuration that the model uses to generate the response. Not\n      supported by the Gemini Developer API.\n       */\n  generationConfig?: GenerationConfig;\n}\n\n/** Parameters for counting tokens. */\nexport declare interface CountTokensParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Input content. */\n  contents: ContentListUnion;\n  /** Configuration for counting tokens. */\n  config?: CountTokensConfig;\n}\n\n/** Response for counting tokens. */\nexport class CountTokensResponse {\n  /** Total number of tokens. */\n  totalTokens?: number;\n  /** Number of tokens in the cached part of the prompt (the cached content). */\n  cachedContentTokenCount?: number;\n}\n\n/** Optional parameters for computing tokens. */\nexport declare interface ComputeTokensConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for computing tokens. */\nexport declare interface ComputeTokensParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Input content. */\n  contents: ContentListUnion;\n  /** Optional parameters for the request.\n   */\n  config?: ComputeTokensConfig;\n}\n\n/** Tokens info with a list of tokens and the corresponding list of token ids. */\nexport declare interface TokensInfo {\n  /** Optional. Optional fields for the role from the corresponding Content. */\n  role?: string;\n  /** A list of token ids from the input. */\n  tokenIds?: string[];\n  /** A list of tokens from the input. */\n  tokens?: string[];\n}\n\n/** Response for computing tokens. */\nexport class ComputeTokensResponse {\n  /** Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances. */\n  tokensInfo?: TokensInfo[];\n}\n\n/** Configuration for generating videos. */\nexport declare interface GenerateVideosConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Number of output videos. */\n  numberOfVideos?: number;\n  /** The gcs bucket where to save the generated videos. */\n  outputGcsUri?: string;\n  /** Frames per second for video generation. */\n  fps?: number;\n  /** Duration of the clip for video generation in seconds. */\n  durationSeconds?: number;\n  /** The RNG seed. If RNG seed is exactly same for each request with unchanged inputs, the prediction results will be consistent. Otherwise, a random RNG seed will be used each time to produce a different result. */\n  seed?: number;\n  /** The aspect ratio for the generated video. 16:9 (landscape) and 9:16 (portrait) are supported. */\n  aspectRatio?: string;\n  /** The resolution for the generated video. 1280x720, 1920x1080 are supported. */\n  resolution?: string;\n  /** Whether allow to generate person videos, and restrict to specific ages. Supported values are: dont_allow, allow_adult. */\n  personGeneration?: string;\n  /** The pubsub topic where to publish the video generation progress. */\n  pubsubTopic?: string;\n  /** Optional field in addition to the text content. Negative prompts can be explicitly stated here to help generate the video. */\n  negativePrompt?: string;\n  /** Whether to use the prompt rewriting logic. */\n  enhancePrompt?: boolean;\n}\n\n/** Class that represents the parameters for generating an image. */\nexport declare interface GenerateVideosParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** The text prompt for generating the videos. Optional for image to video use cases. */\n  prompt?: string;\n  /** The input image for generating the videos.\n      Optional if prompt is provided. */\n  image?: Image;\n  /** Configuration for generating videos. */\n  config?: GenerateVideosConfig;\n}\n\n/** A generated video. */\nexport declare interface Video {\n  /** Path to another storage. */\n  uri?: string;\n  /** Video bytes. */\n  videoBytes?: string;\n  /** Video encoding, for example \"video/mp4\". */\n  mimeType?: string;\n}\n\n/** A generated video. */\nexport declare interface GeneratedVideo {\n  /** The output video */\n  video?: Video;\n}\n\n/** Response with generated videos. */\nexport class GenerateVideosResponse {\n  /** List of the generated videos */\n  generatedVideos?: GeneratedVideo[];\n  /** Returns if any videos were filtered due to RAI policies. */\n  raiMediaFilteredCount?: number;\n  /** Returns rai failure reasons if any. */\n  raiMediaFilteredReasons?: string[];\n}\n\n/** A video generation operation. */\nexport declare interface GenerateVideosOperation {\n  /** The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`. */\n  name?: string;\n  /** Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any. */\n  metadata?: Record<string, unknown>;\n  /** If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available. */\n  done?: boolean;\n  /** The error result of the operation in case of failure or cancellation. */\n  error?: Record<string, unknown>;\n  /** The generated videos. */\n  response?: GenerateVideosResponse;\n}\n\n/** Optional parameters for tunings.get method. */\nexport declare interface GetTuningJobConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the get method. */\nexport declare interface GetTuningJobParameters {\n  name: string;\n  /** Optional parameters for the request. */\n  config?: GetTuningJobConfig;\n}\n\n/** TunedModelCheckpoint for the Tuned Model of a Tuning Job. */\nexport declare interface TunedModelCheckpoint {\n  /** The ID of the checkpoint.\n   */\n  checkpointId?: string;\n  /** The epoch of the checkpoint.\n   */\n  epoch?: string;\n  /** The step of the checkpoint.\n   */\n  step?: string;\n  /** The Endpoint resource name that the checkpoint is deployed to.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n       */\n  endpoint?: string;\n}\n\nexport declare interface TunedModel {\n  /** Output only. The resource name of the TunedModel. Format: `projects/{project}/locations/{location}/models/{model}`. */\n  model?: string;\n  /** Output only. A resource name of an Endpoint. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`. */\n  endpoint?: string;\n  /** The checkpoints associated with this TunedModel.\n      This field is only populated for tuning jobs that enable intermediate\n      checkpoints. */\n  checkpoints?: TunedModelCheckpoint[];\n}\n\n/** The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by [gRPC](https://github.com/grpc). Each `Status` message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the [API Design Guide](https://cloud.google.com/apis/design/errors). */\nexport declare interface GoogleRpcStatus {\n  /** The status code, which should be an enum value of google.rpc.Code. */\n  code?: number;\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  details?: Record<string, unknown>[];\n  /** A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client. */\n  message?: string;\n}\n\n/** Hyperparameters for SFT. */\nexport declare interface SupervisedHyperParameters {\n  /** Optional. Adapter size for tuning. */\n  adapterSize?: AdapterSize;\n  /** Optional. Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: string;\n  /** Optional. Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n}\n\n/** Tuning Spec for Supervised Tuning for first party models. */\nexport declare interface SupervisedTuningSpec {\n  /** Optional. Hyperparameters for SFT. */\n  hyperParameters?: SupervisedHyperParameters;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n  /** Optional. If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. */\n  exportLastCheckpointOnly?: boolean;\n}\n\n/** Dataset bucket used to create a histogram for the distribution given a population of values. */\nexport declare interface DatasetDistributionDistributionBucket {\n  /** Output only. Number of values in the bucket. */\n  count?: string;\n  /** Output only. Left bound of the bucket. */\n  left?: number;\n  /** Output only. Right bound of the bucket. */\n  right?: number;\n}\n\n/** Distribution computed over a tuning dataset. */\nexport declare interface DatasetDistribution {\n  /** Output only. Defines the histogram bucket. */\n  buckets?: DatasetDistributionDistributionBucket[];\n  /** Output only. The maximum of the population values. */\n  max?: number;\n  /** Output only. The arithmetic mean of the values in the population. */\n  mean?: number;\n  /** Output only. The median of the values in the population. */\n  median?: number;\n  /** Output only. The minimum of the population values. */\n  min?: number;\n  /** Output only. The 5th percentile of the values in the population. */\n  p5?: number;\n  /** Output only. The 95th percentile of the values in the population. */\n  p95?: number;\n  /** Output only. Sum of a given population of values. */\n  sum?: number;\n}\n\n/** Statistics computed over a tuning dataset. */\nexport declare interface DatasetStats {\n  /** Output only. Number of billable characters in the tuning dataset. */\n  totalBillableCharacterCount?: string;\n  /** Output only. Number of tuning characters in the tuning dataset. */\n  totalTuningCharacterCount?: string;\n  /** Output only. Number of examples in the tuning dataset. */\n  tuningDatasetExampleCount?: string;\n  /** Output only. Number of tuning steps for this Tuning Job. */\n  tuningStepCount?: string;\n  /** Output only. Sample user messages in the training dataset uri. */\n  userDatasetExamples?: Content[];\n  /** Output only. Dataset distributions for the user input tokens. */\n  userInputTokenDistribution?: DatasetDistribution;\n  /** Output only. Dataset distributions for the messages per example. */\n  userMessagePerExampleDistribution?: DatasetDistribution;\n  /** Output only. Dataset distributions for the user output tokens. */\n  userOutputTokenDistribution?: DatasetDistribution;\n}\n\n/** Statistics computed for datasets used for distillation. */\nexport declare interface DistillationDataStats {\n  /** Output only. Statistics computed for the training dataset. */\n  trainingDatasetStats?: DatasetStats;\n}\n\n/** Dataset bucket used to create a histogram for the distribution given a population of values. */\nexport declare interface SupervisedTuningDatasetDistributionDatasetBucket {\n  /** Output only. Number of values in the bucket. */\n  count?: number;\n  /** Output only. Left bound of the bucket. */\n  left?: number;\n  /** Output only. Right bound of the bucket. */\n  right?: number;\n}\n\n/** Dataset distribution for Supervised Tuning. */\nexport declare interface SupervisedTuningDatasetDistribution {\n  /** Output only. Sum of a given population of values that are billable. */\n  billableSum?: string;\n  /** Output only. Defines the histogram bucket. */\n  buckets?: SupervisedTuningDatasetDistributionDatasetBucket[];\n  /** Output only. The maximum of the population values. */\n  max?: number;\n  /** Output only. The arithmetic mean of the values in the population. */\n  mean?: number;\n  /** Output only. The median of the values in the population. */\n  median?: number;\n  /** Output only. The minimum of the population values. */\n  min?: number;\n  /** Output only. The 5th percentile of the values in the population. */\n  p5?: number;\n  /** Output only. The 95th percentile of the values in the population. */\n  p95?: number;\n  /** Output only. Sum of a given population of values. */\n  sum?: string;\n}\n\n/** Tuning data statistics for Supervised Tuning. */\nexport declare interface SupervisedTuningDataStats {\n  /** Output only. Number of billable characters in the tuning dataset. */\n  totalBillableCharacterCount?: string;\n  /** Output only. Number of billable tokens in the tuning dataset. */\n  totalBillableTokenCount?: string;\n  /** The number of examples in the dataset that have been truncated by any amount. */\n  totalTruncatedExampleCount?: string;\n  /** Output only. Number of tuning characters in the tuning dataset. */\n  totalTuningCharacterCount?: string;\n  /** A partial sample of the indices (starting from 1) of the truncated examples. */\n  truncatedExampleIndices?: string[];\n  /** Output only. Number of examples in the tuning dataset. */\n  tuningDatasetExampleCount?: string;\n  /** Output only. Number of tuning steps for this Tuning Job. */\n  tuningStepCount?: string;\n  /** Output only. Sample user messages in the training dataset uri. */\n  userDatasetExamples?: Content[];\n  /** Output only. Dataset distributions for the user input tokens. */\n  userInputTokenDistribution?: SupervisedTuningDatasetDistribution;\n  /** Output only. Dataset distributions for the messages per example. */\n  userMessagePerExampleDistribution?: SupervisedTuningDatasetDistribution;\n  /** Output only. Dataset distributions for the user output tokens. */\n  userOutputTokenDistribution?: SupervisedTuningDatasetDistribution;\n}\n\n/** The tuning data statistic values for TuningJob. */\nexport declare interface TuningDataStats {\n  /** Output only. Statistics for distillation. */\n  distillationDataStats?: DistillationDataStats;\n  /** The SFT Tuning data stats. */\n  supervisedTuningDataStats?: SupervisedTuningDataStats;\n}\n\n/** Represents a customer-managed encryption key spec that can be applied to a top-level resource. */\nexport declare interface EncryptionSpec {\n  /** Required. The Cloud KMS resource identifier of the customer managed encryption key used to protect a resource. Has the form: `projects/my-project/locations/my-region/keyRings/my-kr/cryptoKeys/my-key`. The key needs to be in the same region as where the compute resource is created. */\n  kmsKeyName?: string;\n}\n\n/** Tuning spec for Partner models. */\nexport declare interface PartnerModelTuningSpec {\n  /** Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model. */\n  hyperParameters?: Record<string, unknown>;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n}\n\n/** Hyperparameters for Distillation. */\nexport declare interface DistillationHyperParameters {\n  /** Optional. Adapter size for distillation. */\n  adapterSize?: AdapterSize;\n  /** Optional. Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: string;\n  /** Optional. Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n}\n\n/** Tuning Spec for Distillation. */\nexport declare interface DistillationSpec {\n  /** The base teacher model that is being distilled, e.g., \"gemini-1.0-pro-002\". */\n  baseTeacherModel?: string;\n  /** Optional. Hyperparameters for Distillation. */\n  hyperParameters?: DistillationHyperParameters;\n  /** Required. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts. */\n  pipelineRootDirectory?: string;\n  /** The student model that is being tuned, e.g., \"google/gemma-2b-1.1-it\". */\n  studentModel?: string;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** The resource name of the Tuned teacher model. Format: `projects/{project}/locations/{location}/models/{model}`. */\n  tunedTeacherModelSource?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n}\n\n/** A tuning job. */\nexport declare interface TuningJob {\n  /** Output only. Identifier. Resource name of a TuningJob. Format: `projects/{project}/locations/{location}/tuningJobs/{tuning_job}` */\n  name?: string;\n  /** Output only. The detailed state of the job. */\n  state?: JobState;\n  /** Output only. Time when the TuningJob was created. */\n  createTime?: string;\n  /** Output only. Time when the TuningJob for the first time entered the `JOB_STATE_RUNNING` state. */\n  startTime?: string;\n  /** Output only. Time when the TuningJob entered any of the following JobStates: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`, `JOB_STATE_EXPIRED`. */\n  endTime?: string;\n  /** Output only. Time when the TuningJob was most recently updated. */\n  updateTime?: string;\n  /** Output only. Only populated when job's state is `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`. */\n  error?: GoogleRpcStatus;\n  /** Optional. The description of the TuningJob. */\n  description?: string;\n  /** The base model that is being tuned, e.g., \"gemini-1.0-pro-002\". . */\n  baseModel?: string;\n  /** Output only. The tuned model resources associated with this TuningJob. */\n  tunedModel?: TunedModel;\n  /** Tuning Spec for Supervised Fine Tuning. */\n  supervisedTuningSpec?: SupervisedTuningSpec;\n  /** Output only. The tuning data statistics associated with this TuningJob. */\n  tuningDataStats?: TuningDataStats;\n  /** Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with the provided encryption key. */\n  encryptionSpec?: EncryptionSpec;\n  /** Tuning Spec for open sourced and third party Partner models. */\n  partnerModelTuningSpec?: PartnerModelTuningSpec;\n  /** Tuning Spec for Distillation. */\n  distillationSpec?: DistillationSpec;\n  /** Output only. The Experiment associated with this TuningJob. */\n  experiment?: string;\n  /** Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. */\n  labels?: Record<string, string>;\n  /** Output only. The resource name of the PipelineJob associated with the TuningJob. Format: `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`. */\n  pipelineJob?: string;\n  /** Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters. */\n  tunedModelDisplayName?: string;\n}\n\n/** Configuration for the list tuning jobs method. */\nexport declare interface ListTuningJobsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n  filter?: string;\n}\n\n/** Parameters for the list tuning jobs method. */\nexport declare interface ListTuningJobsParameters {\n  config?: ListTuningJobsConfig;\n}\n\n/** Response for the list tuning jobs method. */\nexport class ListTuningJobsResponse {\n  /** A token to retrieve the next page of results. Pass to ListTuningJobsRequest.page_token to obtain that page. */\n  nextPageToken?: string;\n  /** List of TuningJobs in the requested page. */\n  tuningJobs?: TuningJob[];\n}\n\nexport declare interface TuningExample {\n  /** Text model input. */\n  textInput?: string;\n  /** The expected model output. */\n  output?: string;\n}\n\n/** Supervised fine-tuning training dataset. */\nexport declare interface TuningDataset {\n  /** GCS URI of the file containing training dataset in JSONL format. */\n  gcsUri?: string;\n  /** Inline examples with simple input/output text. */\n  examples?: TuningExample[];\n}\n\nexport declare interface TuningValidationDataset {\n  /** GCS URI of the file containing validation dataset in JSONL format. */\n  gcsUri?: string;\n}\n\n/** Supervised fine-tuning job creation request - optional fields. */\nexport declare interface CreateTuningJobConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDataset?: TuningValidationDataset;\n  /** The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters. */\n  tunedModelDisplayName?: string;\n  /** The description of the TuningJob */\n  description?: string;\n  /** Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: number;\n  /** Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n  /** If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for SFT. */\n  exportLastCheckpointOnly?: boolean;\n  /** Adapter size for tuning. */\n  adapterSize?: AdapterSize;\n  /** The batch size hyperparameter for tuning. If not set, a default of 4 or 16 will be used based on the number of training examples. */\n  batchSize?: number;\n  /** The learning rate hyperparameter for tuning. If not set, a default of 0.001 or 0.0002 will be calculated based on the number of training examples. */\n  learningRate?: number;\n}\n\n/** Supervised fine-tuning job creation parameters - optional fields. */\nexport declare interface CreateTuningJobParameters {\n  /** The base model that is being tuned, e.g., \"gemini-1.0-pro-002\". */\n  baseModel: string;\n  /** Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDataset: TuningDataset;\n  /** Configuration for the tuning job. */\n  config?: CreateTuningJobConfig;\n}\n\n/** A long-running operation. */\nexport declare interface Operation {\n  /** The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`. */\n  name?: string;\n  /** Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any. */\n  metadata?: Record<string, unknown>;\n  /** If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available. */\n  done?: boolean;\n  /** The error result of the operation in case of failure or cancellation. */\n  error?: Record<string, unknown>;\n}\n\n/** Optional configuration for cached content creation. */\nexport declare interface CreateCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by 's'. Example: \"3.5s\". */\n  ttl?: string;\n  /** Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z. */\n  expireTime?: string;\n  /** The user-generated meaningful display name of the cached content.\n   */\n  displayName?: string;\n  /** The content to cache.\n   */\n  contents?: ContentListUnion;\n  /** Developer set system instruction.\n   */\n  systemInstruction?: ContentUnion;\n  /** A list of `Tools` the model may use to generate the next response.\n   */\n  tools?: Tool[];\n  /** Configuration for the tools to use. This config is shared for all tools.\n   */\n  toolConfig?: ToolConfig;\n  /** The Cloud KMS resource identifier of the customer managed\n      encryption key used to protect a resource.\n      The key needs to be in the same region as where the compute resource is\n      created. See\n      https://cloud.google.com/vertex-ai/docs/general/cmek for more\n      details. If this is set, then all created CachedContent objects\n      will be encrypted with the provided encryption key.\n      Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}\n       */\n  kmsKeyName?: string;\n}\n\n/** Parameters for caches.create method. */\nexport declare interface CreateCachedContentParameters {\n  /** ID of the model to use. Example: gemini-2.0-flash */\n  model: string;\n  /** Configuration that contains optional parameters.\n   */\n  config?: CreateCachedContentConfig;\n}\n\n/** Metadata on the usage of the cached content. */\nexport declare interface CachedContentUsageMetadata {\n  /** Duration of audio in seconds. */\n  audioDurationSeconds?: number;\n  /** Number of images. */\n  imageCount?: number;\n  /** Number of text characters. */\n  textCount?: number;\n  /** Total number of tokens that the cached content consumes. */\n  totalTokenCount?: number;\n  /** Duration of video in seconds. */\n  videoDurationSeconds?: number;\n}\n\n/** A resource used in LLM queries for users to explicitly specify what to cache. */\nexport declare interface CachedContent {\n  /** The server-generated resource name of the cached content. */\n  name?: string;\n  /** The user-generated meaningful display name of the cached content. */\n  displayName?: string;\n  /** The name of the publisher model to use for cached content. */\n  model?: string;\n  /** Creation time of the cache entry. */\n  createTime?: string;\n  /** When the cache entry was last updated in UTC time. */\n  updateTime?: string;\n  /** Expiration time of the cached content. */\n  expireTime?: string;\n  /** Metadata on the usage of the cached content. */\n  usageMetadata?: CachedContentUsageMetadata;\n}\n\n/** Optional parameters for caches.get method. */\nexport declare interface GetCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for caches.get method. */\nexport declare interface GetCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Optional parameters for the request.\n   */\n  config?: GetCachedContentConfig;\n}\n\n/** Optional parameters for caches.delete method. */\nexport declare interface DeleteCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for caches.delete method. */\nexport declare interface DeleteCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Optional parameters for the request.\n   */\n  config?: DeleteCachedContentConfig;\n}\n\n/** Empty response for caches.delete method. */\nexport class DeleteCachedContentResponse {}\n\n/** Optional parameters for caches.update method. */\nexport declare interface UpdateCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by 's'. Example: \"3.5s\". */\n  ttl?: string;\n  /** Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z. */\n  expireTime?: string;\n}\n\nexport declare interface UpdateCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Configuration that contains optional parameters.\n   */\n  config?: UpdateCachedContentConfig;\n}\n\n/** Config for caches.list method. */\nexport declare interface ListCachedContentsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n}\n\n/** Parameters for caches.list method. */\nexport declare interface ListCachedContentsParameters {\n  /** Configuration that contains optional parameters.\n   */\n  config?: ListCachedContentsConfig;\n}\n\nexport class ListCachedContentsResponse {\n  nextPageToken?: string;\n  /** List of cached contents.\n   */\n  cachedContents?: CachedContent[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface ListFilesConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n}\n\n/** Generates the parameters for the list method. */\nexport declare interface ListFilesParameters {\n  /** Used to override the default configuration. */\n  config?: ListFilesConfig;\n}\n\n/** Status of a File that uses a common error model. */\nexport declare interface FileStatus {\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  details?: Record<string, unknown>[];\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  message?: string;\n  /** The status code. 0 for OK, 1 for CANCELLED */\n  code?: number;\n}\n\n/** A file uploaded to the API. */\nexport declare interface File {\n  /** The `File` resource name. The ID (name excluding the \"files/\" prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456` */\n  name?: string;\n  /** Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: 'Welcome Image' */\n  displayName?: string;\n  /** Output only. MIME type of the file. */\n  mimeType?: string;\n  /** Output only. Size of the file in bytes. */\n  sizeBytes?: string;\n  /** Output only. The timestamp of when the `File` was created. */\n  createTime?: string;\n  /** Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire. */\n  expirationTime?: string;\n  /** Output only. The timestamp of when the `File` was last updated. */\n  updateTime?: string;\n  /** Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format. */\n  sha256Hash?: string;\n  /** Output only. The URI of the `File`. */\n  uri?: string;\n  /** Output only. The URI of the `File`, only set for downloadable (generated) files. */\n  downloadUri?: string;\n  /** Output only. Processing state of the File. */\n  state?: FileState;\n  /** Output only. The source of the `File`. */\n  source?: FileSource;\n  /** Output only. Metadata for a video. */\n  videoMetadata?: Record<string, unknown>;\n  /** Output only. Error status if File processing failed. */\n  error?: FileStatus;\n}\n\n/** Response for the list files method. */\nexport class ListFilesResponse {\n  /** A token to retrieve next page of results. */\n  nextPageToken?: string;\n  /** The list of files. */\n  files?: File[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface CreateFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the private _create method. */\nexport declare interface CreateFileParameters {\n  /** The file to be uploaded.\n            mime_type: (Required) The MIME type of the file. Must be provided.\n            name: (Optional) The name of the file in the destination (e.g.\n            'files/sample-image').\n            display_name: (Optional) The display name of the file.\n       */\n  file: File;\n  /** Used to override the default configuration. */\n  config?: CreateFileConfig;\n}\n\n/** A wrapper class for the http response. */\nexport class HttpResponse {\n  /** Used to retain the processed HTTP headers in the response. */\n  headers?: Record<string, string>;\n  /**\n   * The original http response.\n   */\n  responseInternal: Response;\n\n  constructor(response: Response) {\n    // Process the headers.\n    const headers: Record<string, string> = {};\n    for (const pair of response.headers.entries()) {\n      headers[pair[0]] = pair[1];\n    }\n    this.headers = headers;\n\n    // Keep the original response.\n    this.responseInternal = response;\n  }\n\n  json(): Promise<unknown> {\n    return this.responseInternal.json();\n  }\n}\n\n/** Callbacks for the live API. */\nexport interface LiveCallbacks {\n  /**\n   * Called when the websocket connection is established.\n   */\n  onopen?: (() => void) | null;\n  /**\n   * Called when a message is received from the server.\n   */\n  onmessage: (e: LiveServerMessage) => void;\n  /**\n   * Called when an error occurs.\n   */\n  onerror?: ((e: ErrorEvent) => void) | null;\n  /**\n   * Called when the websocket connection is closed.\n   */\n  onclose?: ((e: CloseEvent) => void) | null;\n}\n\n/** Response for the create file method. */\nexport class CreateFileResponse {\n  /** Used to retain the full HTTP response. */\n  sdkHttpResponse?: HttpResponse;\n}\n\n/** Used to override the default configuration. */\nexport declare interface GetFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the get method. */\nexport declare interface GetFileParameters {\n  /** The name identifier for the file to retrieve. */\n  name: string;\n  /** Used to override the default configuration. */\n  config?: GetFileConfig;\n}\n\n/** Used to override the default configuration. */\nexport declare interface DeleteFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the get method. */\nexport declare interface DeleteFileParameters {\n  /** The name identifier for the file to be deleted. */\n  name: string;\n  /** Used to override the default configuration. */\n  config?: DeleteFileConfig;\n}\n\n/** Response for the delete file method. */\nexport class DeleteFileResponse {}\n\nexport declare interface GetOperationConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the GET method. */\nexport declare interface GetOperationParameters {\n  /** The server-assigned name for the operation. */\n  operationName: string;\n  /** Used to override the default configuration. */\n  config?: GetOperationConfig;\n}\n\nexport declare interface FetchPredictOperationConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the fetchPredictOperation method. */\nexport declare interface FetchPredictOperationParameters {\n  /** The server-assigned name for the operation. */\n  operationName: string;\n  resourceName: string;\n  /** Used to override the default configuration. */\n  config?: FetchPredictOperationConfig;\n}\n\nexport declare interface TestTableItem {\n  /** The name of the test. This is used to derive the replay id. */\n  name?: string;\n  /** The parameters to the test. Use pydantic models. */\n  parameters?: Record<string, unknown>;\n  /** Expects an exception for MLDev matching the string. */\n  exceptionIfMldev?: string;\n  /** Expects an exception for Vertex matching the string. */\n  exceptionIfVertex?: string;\n  /** Use if you don't want to use the default replay id which is derived from the test name. */\n  overrideReplayId?: string;\n  /** True if the parameters contain an unsupported union type. This test  will be skipped for languages that do not support the union type. */\n  hasUnion?: boolean;\n  /** When set to a reason string, this test will be skipped in the API mode. Use this flag for tests that can not be reproduced with the real API. E.g. a test that deletes a resource. */\n  skipInApiMode?: string;\n  /** Keys to ignore when comparing the request and response. This is useful for tests that are not deterministic. */\n  ignoreKeys?: string[];\n}\n\nexport declare interface TestTableFile {\n  comment?: string;\n  testMethod?: string;\n  parameterNames?: string[];\n  testTable?: TestTableItem[];\n}\n\n/** Represents a single request in a replay. */\nexport declare interface ReplayRequest {\n  method?: string;\n  url?: string;\n  headers?: Record<string, string>;\n  bodySegments?: Record<string, unknown>[];\n}\n\n/** Represents a single response in a replay. */\nexport class ReplayResponse {\n  statusCode?: number;\n  headers?: Record<string, string>;\n  bodySegments?: Record<string, unknown>[];\n  sdkResponseSegments?: Record<string, unknown>[];\n}\n\n/** Represents a single interaction, request and response in a replay. */\nexport declare interface ReplayInteraction {\n  request?: ReplayRequest;\n  response?: ReplayResponse;\n}\n\n/** Represents a recorded session. */\nexport declare interface ReplayFile {\n  replayId?: string;\n  interactions?: ReplayInteraction[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface UploadFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The name of the file in the destination (e.g., 'files/sample-image'. If not provided one will be generated. */\n  name?: string;\n  /** mime_type: The MIME type of the file. If not provided, it will be inferred from the file extension. */\n  mimeType?: string;\n  /** Optional display name of the file. */\n  displayName?: string;\n}\n\n/** Used to override the default configuration. */\nexport declare interface DownloadFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters used to download a file. */\nexport declare interface DownloadFileParameters {\n  /** The file to download. It can be a file name, a file object or a generated video. */\n  file: DownloadableFileUnion;\n  /** Location where the file should be downloaded to. */\n  downloadPath: string;\n  /** Configuration to for the download operation. */\n  config?: DownloadFileConfig;\n}\n\n/** Configuration for upscaling an image.\n\n  For more information on this configuration, refer to\n  the `Imagen API reference documentation\n  <https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/imagen-api>`_.\n   */\nexport declare interface UpscaleImageConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Whether to include a reason for filtered-out images in the\n      response. */\n  includeRaiReason?: boolean;\n  /** The image format that the output should be saved as. */\n  outputMimeType?: string;\n  /** The level of compression if the ``output_mime_type`` is\n      ``image/jpeg``. */\n  outputCompressionQuality?: number;\n}\n\n/** User-facing config UpscaleImageParameters. */\nexport declare interface UpscaleImageParameters {\n  /** The model to use. */\n  model: string;\n  /** The input image to upscale. */\n  image: Image;\n  /** The factor to upscale the image (x2 or x4). */\n  upscaleFactor: string;\n  /** Configuration for upscaling. */\n  config?: UpscaleImageConfig;\n}\n\n/** A raw reference image.\n\n  A raw reference image represents the base image to edit, provided by the user.\n  It can optionally be provided in addition to a mask reference image or\n  a style reference image.\n   */\nexport class RawReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_RAW',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A mask reference image.\n\n  This encapsulates either a mask image provided by the user and configs for\n  the user provided mask, or only config parameters for the model to generate\n  a mask.\n\n  A mask image is an image whose non-zero values indicate where to edit the base\n  image. If the user provides a mask image, the mask must be in the same\n  dimensions as the raw image.\n   */\nexport class MaskReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the mask reference image. */\n  config?: MaskReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_MASK',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      maskImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A control reference image.\n\n  The image of the control reference image is either a control image provided\n  by the user, or a regular image which the backend will use to generate a\n  control image of. In the case of the latter, the\n  enable_control_image_computation field in the config should be set to True.\n\n  A control image is an image that represents a sketch image of areas for the\n  model to fill in based on the prompt.\n   */\nexport class ControlReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the control reference image. */\n  config?: ControlReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_CONTROL',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      controlImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A style reference image.\n\n  This encapsulates a style reference image provided by the user, and\n  additionally optional config parameters for the style reference image.\n\n  A raw reference image can also be provided as a destination for the style to\n  be applied to.\n   */\nexport class StyleReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the style reference image. */\n  config?: StyleReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_STYLE',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      styleImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A subject reference image.\n\n  This encapsulates a subject reference image provided by the user, and\n  additionally optional config parameters for the subject reference image.\n\n  A raw reference image can also be provided as a destination for the subject to\n  be applied to.\n   */\nexport class SubjectReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the subject reference image. */\n  config?: SubjectReferenceConfig;\n  /* Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_SUBJECT',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      subjectImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\nexport /** Sent in response to a `LiveGenerateContentSetup` message from the client. */\ndeclare interface LiveServerSetupComplete {}\n\n/** Audio transcription in Server Conent. */\nexport declare interface Transcription {\n  /** Transcription text.\n   */\n  text?: string;\n  /** The bool indicates the end of the transcription.\n   */\n  finished?: boolean;\n}\n\n/** Incremental server update generated by the model in response to client messages.\n\n  Content is generated as quickly as possible, and not in real time. Clients\n  may choose to buffer and play it out in real time.\n   */\nexport declare interface LiveServerContent {\n  /** The content that the model has generated as part of the current conversation with the user. */\n  modelTurn?: Content;\n  /** If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside `content`, indicating that the `content` is the last in the turn. */\n  turnComplete?: boolean;\n  /** If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue. */\n  interrupted?: boolean;\n  /** Metadata returned to client when grounding is enabled. */\n  groundingMetadata?: GroundingMetadata;\n  /** If true, indicates that the model is done generating. When model is\n      interrupted while generating there will be no generation_complete message\n      in interrupted turn, it will go through interrupted > turn_complete.\n      When model assumes realtime playback there will be delay between\n      generation_complete and turn_complete that is caused by model\n      waiting for playback to finish. If true, indicates that the model\n      has finished generating all content. This is a signal to the client\n      that it can stop sending messages. */\n  generationComplete?: boolean;\n  /** Input transcription. The transcription is independent to the model\n      turn which means it doesn’t imply any ordering between transcription and\n      model turn. */\n  inputTranscription?: Transcription;\n  /** Output transcription. The transcription is independent to the model\n      turn which means it doesn’t imply any ordering between transcription and\n      model turn.\n       */\n  outputTranscription?: Transcription;\n  /** Metadata related to url context retrieval tool. */\n  urlContextMetadata?: UrlContextMetadata;\n}\n\n/** Request for the client to execute the `function_calls` and return the responses with the matching `id`s. */\nexport declare interface LiveServerToolCall {\n  /** The function call to be executed. */\n  functionCalls?: FunctionCall[];\n}\n\n/** Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.\n\n  If there were side-effects to those tool calls, clients may attempt to undo\n  the tool calls. This message occurs only in cases where the clients interrupt\n  server turns.\n   */\nexport declare interface LiveServerToolCallCancellation {\n  /** The ids of the tool calls to be cancelled. */\n  ids?: string[];\n}\n\n/** Usage metadata about response(s). */\nexport declare interface UsageMetadata {\n  /** Number of tokens in the prompt. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content. */\n  promptTokenCount?: number;\n  /** Number of tokens in the cached part of the prompt (the cached content). */\n  cachedContentTokenCount?: number;\n  /** Total number of tokens across all the generated response candidates. */\n  responseTokenCount?: number;\n  /** Number of tokens present in tool-use prompt(s). */\n  toolUsePromptTokenCount?: number;\n  /** Number of tokens of thoughts for thinking models. */\n  thoughtsTokenCount?: number;\n  /** Total token count for prompt, response candidates, and tool-use prompts(if present). */\n  totalTokenCount?: number;\n  /** List of modalities that were processed in the request input. */\n  promptTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were processed in the cache input. */\n  cacheTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were returned in the response. */\n  responseTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were processed in the tool-use prompt. */\n  toolUsePromptTokensDetails?: ModalityTokenCount[];\n  /** Traffic type. This shows whether a request consumes Pay-As-You-Go\n or Provisioned Throughput quota. */\n  trafficType?: TrafficType;\n}\n\n/** Server will not be able to service client soon. */\nexport declare interface LiveServerGoAway {\n  /** The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model. */\n  timeLeft?: string;\n}\n\n/** Update of the session resumption state.\n\n  Only sent if `session_resumption` was set in the connection config.\n   */\nexport declare interface LiveServerSessionResumptionUpdate {\n  /** New handle that represents state that can be resumed. Empty if `resumable`=false. */\n  newHandle?: string;\n  /** True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss. */\n  resumable?: boolean;\n  /** Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResmumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames arelikely not needed. */\n  lastConsumedClientMessageIndex?: string;\n}\n\n/** Response message for API call. */\nexport class LiveServerMessage {\n  /** Sent in response to a `LiveClientSetup` message from the client. */\n  setupComplete?: LiveServerSetupComplete;\n  /** Content generated by the model in response to client messages. */\n  serverContent?: LiveServerContent;\n  /** Request for the client to execute the `function_calls` and return the responses with the matching `id`s. */\n  toolCall?: LiveServerToolCall;\n  /** Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled. */\n  toolCallCancellation?: LiveServerToolCallCancellation;\n  /** Usage metadata about model response(s). */\n  usageMetadata?: UsageMetadata;\n  /** Server will disconnect soon. */\n  goAway?: LiveServerGoAway;\n  /** Update of the session resumption state. */\n  sessionResumptionUpdate?: LiveServerSessionResumptionUpdate;\n  /**\n   * Returns the concatenation of all text parts from the server content if present.\n   *\n   * @remarks\n   * If there are non-text parts in the response, the concatenation of all text\n   * parts will be returned, and a warning will be logged.\n   */\n  get text(): string | undefined {\n    let text = '';\n    let anyTextPartFound = false;\n    const nonTextParts = [];\n    for (const part of this.serverContent?.modelTurn?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'text' &&\n          fieldName !== 'thought' &&\n          fieldValue !== null\n        ) {\n          nonTextParts.push(fieldName);\n        }\n      }\n      if (typeof part.text === 'string') {\n        if (typeof part.thought === 'boolean' && part.thought) {\n          continue;\n        }\n        anyTextPartFound = true;\n        text += part.text;\n      }\n    }\n    if (nonTextParts.length > 0) {\n      console.warn(\n        `there are non-text parts ${nonTextParts} in the response, returning concatenation of all text parts. Please refer to the non text parts for a full response from model.`,\n      );\n    }\n    // part.text === '' is different from part.text is null\n    return anyTextPartFound ? text : undefined;\n  }\n\n  /**\n   * Returns the concatenation of all inline data parts from the server content if present.\n   *\n   * @remarks\n   * If there are non-inline data parts in the\n   * response, the concatenation of all inline data parts will be returned, and\n   * a warning will be logged.\n   */\n  get data(): string | undefined {\n    let data = '';\n    const nonDataParts = [];\n    for (const part of this.serverContent?.modelTurn?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (fieldName !== 'inlineData' && fieldValue !== null) {\n          nonDataParts.push(fieldName);\n        }\n      }\n      if (part.inlineData && typeof part.inlineData.data === 'string') {\n        data += atob(part.inlineData.data);\n      }\n    }\n    if (nonDataParts.length > 0) {\n      console.warn(\n        `there are non-data parts ${nonDataParts} in the response, returning concatenation of all data parts. Please refer to the non data parts for a full response from model.`,\n      );\n    }\n    return data.length > 0 ? btoa(data) : undefined;\n  }\n}\n\n/** Configures automatic detection of activity. */\nexport declare interface AutomaticActivityDetection {\n  /** If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals. */\n  disabled?: boolean;\n  /** Determines how likely speech is to be detected. */\n  startOfSpeechSensitivity?: StartSensitivity;\n  /** Determines how likely detected speech is ended. */\n  endOfSpeechSensitivity?: EndSensitivity;\n  /** The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives. */\n  prefixPaddingMs?: number;\n  /** The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user's activity but this will increase the model's latency. */\n  silenceDurationMs?: number;\n}\n\n/** Marks the end of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface RealtimeInputConfig {\n  /** If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals. */\n  automaticActivityDetection?: AutomaticActivityDetection;\n  /** Defines what effect activity has. */\n  activityHandling?: ActivityHandling;\n  /** Defines which input is included in the user's turn. */\n  turnCoverage?: TurnCoverage;\n}\n\n/** Configuration of session resumption mechanism.\n\n  Included in `LiveConnectConfig.session_resumption`. If included server\n  will send `LiveServerSessionResumptionUpdate` messages.\n   */\nexport declare interface SessionResumptionConfig {\n  /** Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started. */\n  handle?: string;\n  /** If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections. */\n  transparent?: boolean;\n}\n\n/** Context window will be truncated by keeping only suffix of it.\n\n  Context window will always be cut at start of USER role turn. System\n  instructions and `BidiGenerateContentSetup.prefix_turns` will not be\n  subject to the sliding window mechanism, they will always stay at the\n  beginning of context window.\n   */\nexport declare interface SlidingWindow {\n  /** Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be < trigger_tokens. If not set, trigger_tokens/2 is assumed. */\n  targetTokens?: string;\n}\n\n/** Enables context window compression -- mechanism managing model context window so it does not exceed given length. */\nexport declare interface ContextWindowCompressionConfig {\n  /** Number of tokens (before running turn) that triggers context window compression mechanism. */\n  triggerTokens?: string;\n  /** Sliding window compression mechanism. */\n  slidingWindow?: SlidingWindow;\n}\n\n/** The audio transcription configuration in Setup. */\nexport declare interface AudioTranscriptionConfig {}\n\n/** Config for proactivity features. */\nexport declare interface ProactivityConfig {\n  /** If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet. */\n  proactiveAudio?: boolean;\n}\n\n/** Message contains configuration that will apply for the duration of the streaming session. */\nexport declare interface LiveClientSetup {\n  /** \n      The fully qualified name of the publisher model or tuned model endpoint to\n      use.\n       */\n  model?: string;\n  /** The generation configuration for the session.\n      Note: only a subset of fields are supported.\n       */\n  generationConfig?: GenerationConfig;\n  /** The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph. */\n  systemInstruction?: ContentUnion;\n  /**  A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model. */\n  tools?: ToolListUnion;\n  /** Configures the realtime input behavior in BidiGenerateContent. */\n  realtimeInputConfig?: RealtimeInputConfig;\n  /** Configures session resumption mechanism.\n\n          If included server will send SessionResumptionUpdate messages. */\n  sessionResumption?: SessionResumptionConfig;\n  /** Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length. */\n  contextWindowCompression?: ContextWindowCompressionConfig;\n  /** The transcription of the input aligns with the input audio language.\n   */\n  inputAudioTranscription?: AudioTranscriptionConfig;\n  /** The transcription of the output aligns with the language code\n      specified for the output audio.\n       */\n  outputAudioTranscription?: AudioTranscriptionConfig;\n  /** Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input. */\n  proactivity?: ProactivityConfig;\n}\n\n/** Incremental update of the current conversation delivered from the client.\n\n  All the content here will unconditionally be appended to the conversation\n  history and used as part of the prompt to the model to generate content.\n\n  A message here will interrupt any current model generation.\n   */\nexport declare interface LiveClientContent {\n  /** The content appended to the current conversation with the model.\n\n      For single-turn queries, this is a single instance. For multi-turn\n      queries, this is a repeated field that contains conversation history and\n      latest request.\n       */\n  turns?: Content[];\n  /** If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation. */\n  turnComplete?: boolean;\n}\n\n/** Marks the start of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface ActivityStart {}\n\n/** Marks the end of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface ActivityEnd {}\n\n/** User input that is sent in real time.\n\n  This is different from `LiveClientContent` in a few ways:\n\n    - Can be sent continuously without interruption to model generation.\n    - If there is a need to mix data interleaved across the\n      `LiveClientContent` and the `LiveClientRealtimeInput`, server attempts to\n      optimize for best response, but there are no guarantees.\n    - End of turn is not explicitly specified, but is rather derived from user\n      activity (for example, end of speech).\n    - Even before the end of turn, the data is processed incrementally\n      to optimize for a fast start of the response from the model.\n    - Is always assumed to be the user's input (cannot be used to populate\n      conversation history).\n   */\nexport declare interface LiveClientRealtimeInput {\n  /** Inlined bytes data for media input. */\n  mediaChunks?: Blob[];\n  /** The realtime audio input stream. */\n  audio?: Blob;\n  /** \nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n */\n  audioStreamEnd?: boolean;\n  /** The realtime video input stream. */\n  video?: Blob;\n  /** The realtime text input stream. */\n  text?: string;\n  /** Marks the start of user activity. */\n  activityStart?: ActivityStart;\n  /** Marks the end of user activity. */\n  activityEnd?: ActivityEnd;\n}\n\n/** Parameters for sending realtime input to the live API. */\nexport declare interface LiveSendRealtimeInputParameters {\n  /** Realtime input to send to the session. */\n  media?: BlobImageUnion;\n  /** The realtime audio input stream. */\n  audio?: Blob;\n  /** \nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n */\n  audioStreamEnd?: boolean;\n  /** The realtime video input stream. */\n  video?: BlobImageUnion;\n  /** The realtime text input stream. */\n  text?: string;\n  /** Marks the start of user activity. */\n  activityStart?: ActivityStart;\n  /** Marks the end of user activity. */\n  activityEnd?: ActivityEnd;\n}\n\n/** Client generated response to a `ToolCall` received from the server.\n\n  Individual `FunctionResponse` objects are matched to the respective\n  `FunctionCall` objects by the `id` field.\n\n  Note that in the unary and server-streaming GenerateContent APIs function\n  calling happens by exchanging the `Content` parts, while in the bidi\n  GenerateContent APIs function calling happens over this dedicated set of\n  messages.\n   */\nexport class LiveClientToolResponse {\n  /** The response to the function calls. */\n  functionResponses?: FunctionResponse[];\n}\n\n/** Messages sent by the client in the API call. */\nexport declare interface LiveClientMessage {\n  /** Message to be sent by the system when connecting to the API. SDK users should not send this message. */\n  setup?: LiveClientSetup;\n  /** Incremental update of the current conversation delivered from the client. */\n  clientContent?: LiveClientContent;\n  /** User input that is sent in real time. */\n  realtimeInput?: LiveClientRealtimeInput;\n  /** Response to a `ToolCallMessage` received from the server. */\n  toolResponse?: LiveClientToolResponse;\n}\n\n/** Session config for the API connection. */\nexport declare interface LiveConnectConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The generation configuration for the session. */\n  generationConfig?: GenerationConfig;\n  /** The requested modalities of the response. Represents the set of\n      modalities that the model can return. Defaults to AUDIO if not specified.\n       */\n  responseModalities?: Modality[];\n  /** Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n       */\n  temperature?: number;\n  /** Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n       */\n  topP?: number;\n  /** For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n       */\n  topK?: number;\n  /** Maximum number of tokens that can be generated in the response.\n   */\n  maxOutputTokens?: number;\n  /** If specified, the media resolution specified will be used.\n   */\n  mediaResolution?: MediaResolution;\n  /** When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n       */\n  seed?: number;\n  /** The speech generation configuration.\n   */\n  speechConfig?: SpeechConfig;\n  /** If enabled, the model will detect emotions and adapt its responses accordingly. */\n  enableAffectiveDialog?: boolean;\n  /** The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph. */\n  systemInstruction?: ContentUnion;\n  /** A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model. */\n  tools?: ToolListUnion;\n  /** Configures session resumption mechanism.\n\nIf included the server will send SessionResumptionUpdate messages. */\n  sessionResumption?: SessionResumptionConfig;\n  /** The transcription of the input aligns with the input audio language.\n   */\n  inputAudioTranscription?: AudioTranscriptionConfig;\n  /** The transcription of the output aligns with the language code\n      specified for the output audio.\n       */\n  outputAudioTranscription?: AudioTranscriptionConfig;\n  /** Configures the realtime input behavior in BidiGenerateContent. */\n  realtimeInputConfig?: RealtimeInputConfig;\n  /** Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length. */\n  contextWindowCompression?: ContextWindowCompressionConfig;\n  /** Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input. */\n  proactivity?: ProactivityConfig;\n}\n\n/** Parameters for connecting to the live API. */\nexport declare interface LiveConnectParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** callbacks */\n  callbacks: LiveCallbacks;\n  /** Optional configuration parameters for the request.\n   */\n  config?: LiveConnectConfig;\n}\n\n/** Parameters for initializing a new chat session.\n\n  These parameters are used when creating a chat session with the\n  `chats.create()` method.\n   */\nexport declare interface CreateChatParameters {\n  /** The name of the model to use for the chat session.\n\n      For example: 'gemini-2.0-flash', 'gemini-2.0-flash-lite', etc. See Gemini API\n      docs to find the available models.\n       */\n  model: string;\n  /** Config for the entire chat session.\n\n      This config applies to all requests within the session\n      unless overridden by a per-request `config` in `SendMessageParameters`.\n       */\n  config?: GenerateContentConfig;\n  /** The initial conversation history for the chat session.\n\n      This allows you to start the chat with a pre-existing history. The history\n      must be a list of `Content` alternating between 'user' and 'model' roles.\n      It should start with a 'user' message.\n       */\n  history?: Content[];\n}\n\n/** Parameters for sending a message within a chat session.\n\n  These parameters are used with the `chat.sendMessage()` method.\n   */\nexport declare interface SendMessageParameters {\n  /** The message to send to the model.\n\n      The SDK will combine all parts into a single 'user' content to send to\n      the model.\n       */\n  message: PartListUnion;\n  /**  Config for this specific request.\n\n      Please note that the per-request config does not change the chat level\n      config, nor inherit from it. If you intend to use some values from the\n      chat's default config, you must explicitly copy them into this per-request\n      config.\n       */\n  config?: GenerateContentConfig;\n}\n\n/** Parameters for sending client content to the live API. */\nexport declare interface LiveSendClientContentParameters {\n  /** Client content to send to the session. */\n  turns?: ContentListUnion;\n  /** If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation. */\n  turnComplete?: boolean;\n}\n\n/** Parameters for sending tool responses to the live API. */\nexport class LiveSendToolResponseParameters {\n  /** Tool responses to send to the session. */\n  functionResponses: FunctionResponse[] | FunctionResponse = [];\n}\n\n/** Message to be sent by the system when connecting to the API. */\nexport declare interface LiveMusicClientSetup {\n  /** The model's resource name. Format: `models/{model}`. */\n  model?: string;\n}\n\n/** Maps a prompt to a relative weight to steer music generation. */\nexport declare interface WeightedPrompt {\n  /** Text prompt. */\n  text?: string;\n  /** Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized. */\n  weight?: number;\n}\n\n/** User input to start or steer the music. */\nexport declare interface LiveMusicClientContent {\n  /** Weighted prompts as the model input. */\n  weightedPrompts?: WeightedPrompt[];\n}\n\n/** Configuration for music generation. */\nexport declare interface LiveMusicGenerationConfig {\n  /** Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0]. */\n  temperature?: number;\n  /** Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000]. */\n  topK?: number;\n  /** Seeds audio generation. If not set, the request uses a randomly\n      generated seed. */\n  seed?: number;\n  /** Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0]. */\n  guidance?: number;\n  /** Beats per minute. Range is [60, 200]. */\n  bpm?: number;\n  /** Density of sounds. Range is [0.0, 1.0]. */\n  density?: number;\n  /** Brightness of the music. Range is [0.0, 1.0]. */\n  brightness?: number;\n  /** Scale of the generated music. */\n  scale?: Scale;\n  /** Whether the audio output should contain bass. */\n  muteBass?: boolean;\n  /** Whether the audio output should contain drums. */\n  muteDrums?: boolean;\n  /** Whether the audio output should contain only bass and drums. */\n  onlyBassAndDrums?: boolean;\n  /** The mode of music generation. Default mode is QUALITY. */\n  musicGenerationMode?: MusicGenerationMode;\n}\n\n/** Messages sent by the client in the LiveMusicClientMessage call. */\nexport declare interface LiveMusicClientMessage {\n  /** Message to be sent in the first (and only in the first) `LiveMusicClientMessage`.\n      Clients should wait for a `LiveMusicSetupComplete` message before\n      sending any additional messages. */\n  setup?: LiveMusicClientSetup;\n  /** User input to influence music generation. */\n  clientContent?: LiveMusicClientContent;\n  /** Configuration for music generation. */\n  musicGenerationConfig?: LiveMusicGenerationConfig;\n  /** Playback control signal for the music generation. */\n  playbackControl?: LiveMusicPlaybackControl;\n}\n\n/** Sent in response to a `LiveMusicClientSetup` message from the client. */\nexport declare interface LiveMusicServerSetupComplete {}\n\n/** Prompts and config used for generating this audio chunk. */\nexport declare interface LiveMusicSourceMetadata {\n  /** Weighted prompts for generating this audio chunk. */\n  clientContent?: LiveMusicClientContent;\n  /** Music generation config for generating this audio chunk. */\n  musicGenerationConfig?: LiveMusicGenerationConfig;\n}\n\n/** Representation of an audio chunk. */\nexport declare interface AudioChunk {\n  /** Raw byets of audio data. */\n  data?: string;\n  /** MIME type of the audio chunk. */\n  mimeType?: string;\n  /** Prompts and config used for generating this audio chunk. */\n  sourceMetadata?: LiveMusicSourceMetadata;\n}\n\n/** Server update generated by the model in response to client messages.\n\n  Content is generated as quickly as possible, and not in real time.\n  Clients may choose to buffer and play it out in real time.\n   */\nexport declare interface LiveMusicServerContent {\n  /** The audio chunks that the model has generated. */\n  audioChunks?: AudioChunk[];\n}\n\n/** A prompt that was filtered with the reason. */\nexport declare interface LiveMusicFilteredPrompt {\n  /** The text prompt that was filtered. */\n  text?: string;\n  /** The reason the prompt was filtered. */\n  filteredReason?: string;\n}\n\n/** Response message for the LiveMusicClientMessage call. */\nexport class LiveMusicServerMessage {\n  /** Message sent in response to a `LiveMusicClientSetup` message from the client.\n      Clients should wait for this message before sending any additional messages. */\n  setupComplete?: LiveMusicServerSetupComplete;\n  /** Content generated by the model in response to client messages. */\n  serverContent?: LiveMusicServerContent;\n  /** A prompt that was filtered with the reason. */\n  filteredPrompt?: LiveMusicFilteredPrompt;\n  /**\n   * Returns the first audio chunk from the server content, if present.\n   *\n   * @remarks\n   * If there are no audio chunks in the response, undefined will be returned.\n   */\n  get audioChunk(): AudioChunk | undefined {\n    if (\n      this.serverContent &&\n      this.serverContent.audioChunks &&\n      this.serverContent.audioChunks.length > 0\n    ) {\n      return this.serverContent.audioChunks[0];\n    }\n    return undefined;\n  }\n}\n\n/** Callbacks for the realtime music API. */\nexport interface LiveMusicCallbacks {\n  /**\n   * Called when a message is received from the server.\n   */\n  onmessage: (e: LiveMusicServerMessage) => void;\n  /**\n   * Called when an error occurs.\n   */\n  onerror?: ((e: ErrorEvent) => void) | null;\n  /**\n   * Called when the websocket connection is closed.\n   */\n  onclose?: ((e: CloseEvent) => void) | null;\n}\n\n/** Parameters for the upload file method. */\nexport interface UploadFileParameters {\n  /** The string path to the file to be uploaded or a Blob object. */\n  file: string | globalThis.Blob;\n  /** Configuration that contains optional parameters. */\n  config?: UploadFileConfig;\n}\n\n/**\n * CallableTool is an invokable tool that can be executed with external\n * application (e.g., via Model Context Protocol) or local functions with\n * function calling.\n */\nexport interface CallableTool {\n  /**\n   * Returns tool that can be called by Gemini.\n   */\n  tool(): Promise<Tool>;\n  /**\n   * Executes the callable tool with the given function call arguments and\n   * returns the response parts from the tool execution.\n   */\n  callTool(functionCalls: FunctionCall[]): Promise<Part[]>;\n}\n\n/**\n * CallableToolConfig is the configuration for a callable tool.\n */\nexport interface CallableToolConfig {\n  /**\n   * Specifies the model's behavior after invoking this tool.\n   */\n  behavior?: Behavior;\n}\n\n/** Parameters for connecting to the live API. */\nexport declare interface LiveMusicConnectParameters {\n  /** The model's resource name. */\n  model: string;\n  /** Callbacks invoked on server events. */\n  callbacks: LiveMusicCallbacks;\n}\n\n/** Parameters for setting config for the live music API. */\nexport declare interface LiveMusicSetConfigParameters {\n  /** Configuration for music generation. */\n  musicGenerationConfig: LiveMusicGenerationConfig;\n}\n\n/** Parameters for setting weighted prompts for the live music API. */\nexport declare interface LiveMusicSetWeightedPromptsParameters {\n  /** A map of text prompts to weights to use for the generation request. */\n  weightedPrompts: WeightedPrompt[];\n}\n\n/** Config for LiveEphemeralParameters for Auth Token creation. */\nexport declare interface LiveEphemeralParameters {\n  /** ID of the model to configure in the ephemeral token for Live API.\n      For a list of models, see `Gemini models\n      <https://ai.google.dev/gemini-api/docs/models>`. */\n  model?: string;\n  /** Configuration specific to Live API connections created using this token. */\n  config?: LiveConnectConfig;\n}\n\n/** Optional parameters. */\nexport declare interface CreateAuthTokenConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** An optional time after which, when using the resulting token,\n      messages in Live API sessions will be rejected. (Gemini may\n      preemptively close the session after this time.)\n\n      If not set then this defaults to 30 minutes in the future. If set, this\n      value must be less than 20 hours in the future. */\n  expireTime?: string;\n  /** The time after which new Live API sessions using the token\n      resulting from this request will be rejected.\n\n      If not set this defaults to 60 seconds in the future. If set, this value\n      must be less than 20 hours in the future. */\n  newSessionExpireTime?: string;\n  /** The number of times the token can be used. If this value is zero\n      then no limit is applied. Default is 1. Resuming a Live API session does\n      not count as a use. */\n  uses?: number;\n  /** Configuration specific to Live API connections created using this token. */\n  liveEphemeralParameters?: LiveEphemeralParameters;\n  /** Additional fields to lock in the effective LiveConnectParameters. */\n  lockAdditionalFields?: string[];\n}\n\n/** Parameters for the get method of the operations module. */\nexport declare interface OperationGetParameters {\n  /** The operation to be retrieved. */\n  operation: GenerateVideosOperation;\n  /** Used to override the default configuration. */\n  config?: GetOperationConfig;\n}\n\nexport type BlobImageUnion = Blob;\n\nexport type PartUnion = Part | string;\n\nexport type PartListUnion = PartUnion[] | PartUnion;\n\nexport type ContentUnion = Content | PartUnion[] | PartUnion;\n\nexport type ContentListUnion = Content | Content[] | PartUnion | PartUnion[];\n\nexport type SchemaUnion = Schema | unknown;\n\nexport type SpeechConfigUnion = SpeechConfig | string;\n\nexport type ToolUnion = Tool | CallableTool;\n\nexport type ToolListUnion = ToolUnion[];\n\nexport type DownloadableFileUnion = string | File | GeneratedVideo | Video;\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Tool as McpTool} from '@modelcontextprotocol/sdk/types.js';\nimport {z} from 'zod';\n\nimport {ApiClient} from './_api_client.js';\nimport * as types from './types.js';\n\nexport function tModel(apiClient: ApiClient, model: string | unknown): string {\n  if (!model || typeof model !== 'string') {\n    throw new Error('model is required and must be a string');\n  }\n\n  if (apiClient.isVertexAI()) {\n    if (\n      model.startsWith('publishers/') ||\n      model.startsWith('projects/') ||\n      model.startsWith('models/')\n    ) {\n      return model;\n    } else if (model.indexOf('/') >= 0) {\n      const parts = model.split('/', 2);\n      return `publishers/${parts[0]}/models/${parts[1]}`;\n    } else {\n      return `publishers/google/models/${model}`;\n    }\n  } else {\n    if (model.startsWith('models/') || model.startsWith('tunedModels/')) {\n      return model;\n    } else {\n      return `models/${model}`;\n    }\n  }\n}\n\nexport function tCachesModel(\n  apiClient: ApiClient,\n  model: string | unknown,\n): string {\n  const transformedModel = tModel(apiClient, model as string);\n  if (!transformedModel) {\n    return '';\n  }\n\n  if (transformedModel.startsWith('publishers/') && apiClient.isVertexAI()) {\n    // vertex caches only support model name start with projects.\n    return `projects/${apiClient.getProject()}/locations/${apiClient.getLocation()}/${transformedModel}`;\n  } else if (transformedModel.startsWith('models/') && apiClient.isVertexAI()) {\n    return `projects/${apiClient.getProject()}/locations/${apiClient.getLocation()}/publishers/google/${transformedModel}`;\n  } else {\n    return transformedModel;\n  }\n}\n\nexport function tBlobs(\n  apiClient: ApiClient,\n  blobs: types.BlobImageUnion | types.BlobImageUnion[],\n): types.Blob[] {\n  if (Array.isArray(blobs)) {\n    return blobs.map((blob) => tBlob(apiClient, blob));\n  } else {\n    return [tBlob(apiClient, blobs)];\n  }\n}\n\nexport function tBlob(\n  apiClient: ApiClient,\n  blob: types.BlobImageUnion,\n): types.Blob {\n  if (typeof blob === 'object' && blob !== null) {\n    return blob;\n  }\n\n  throw new Error(\n    `Could not parse input as Blob. Unsupported blob type: ${typeof blob}`,\n  );\n}\n\nexport function tImageBlob(\n  apiClient: ApiClient,\n  blob: types.BlobImageUnion,\n): types.Blob {\n  const transformedBlob = tBlob(apiClient, blob);\n  if (\n    transformedBlob.mimeType &&\n    transformedBlob.mimeType.startsWith('image/')\n  ) {\n    return transformedBlob;\n  }\n  throw new Error(`Unsupported mime type: ${transformedBlob.mimeType!}`);\n}\n\nexport function tAudioBlob(apiClient: ApiClient, blob: types.Blob): types.Blob {\n  const transformedBlob = tBlob(apiClient, blob);\n  if (\n    transformedBlob.mimeType &&\n    transformedBlob.mimeType.startsWith('audio/')\n  ) {\n    return transformedBlob;\n  }\n  throw new Error(`Unsupported mime type: ${transformedBlob.mimeType!}`);\n}\n\nexport function tPart(\n  apiClient: ApiClient,\n  origin?: types.PartUnion | null,\n): types.Part {\n  if (origin === null || origin === undefined) {\n    throw new Error('PartUnion is required');\n  }\n  if (typeof origin === 'object') {\n    return origin;\n  }\n  if (typeof origin === 'string') {\n    return {text: origin};\n  }\n  throw new Error(`Unsupported part type: ${typeof origin}`);\n}\n\nexport function tParts(\n  apiClient: ApiClient,\n  origin?: types.PartListUnion | null,\n): types.Part[] {\n  if (\n    origin === null ||\n    origin === undefined ||\n    (Array.isArray(origin) && origin.length === 0)\n  ) {\n    throw new Error('PartListUnion is required');\n  }\n  if (Array.isArray(origin)) {\n    return origin.map((item) => tPart(apiClient, item as types.PartUnion)!);\n  }\n  return [tPart(apiClient, origin)!];\n}\n\nfunction _isContent(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'parts' in origin &&\n    Array.isArray(origin.parts)\n  );\n}\n\nfunction _isFunctionCallPart(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'functionCall' in origin\n  );\n}\n\nfunction _isFunctionResponsePart(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'functionResponse' in origin\n  );\n}\n\nexport function tContent(\n  apiClient: ApiClient,\n  origin?: types.ContentUnion,\n): types.Content {\n  if (origin === null || origin === undefined) {\n    throw new Error('ContentUnion is required');\n  }\n  if (_isContent(origin)) {\n    // _isContent is a utility function that checks if the\n    // origin is a Content.\n    return origin as types.Content;\n  }\n\n  return {\n    role: 'user',\n    parts: tParts(apiClient, origin as types.PartListUnion)!,\n  };\n}\n\nexport function tContentsForEmbed(\n  apiClient: ApiClient,\n  origin: types.ContentListUnion,\n): types.ContentUnion[] {\n  if (!origin) {\n    return [];\n  }\n  if (apiClient.isVertexAI() && Array.isArray(origin)) {\n    return origin.flatMap((item) => {\n      const content = tContent(apiClient, item as types.ContentUnion);\n      if (\n        content.parts &&\n        content.parts.length > 0 &&\n        content.parts[0].text !== undefined\n      ) {\n        return [content.parts[0].text];\n      }\n      return [];\n    });\n  } else if (apiClient.isVertexAI()) {\n    const content = tContent(apiClient, origin as types.ContentUnion);\n    if (\n      content.parts &&\n      content.parts.length > 0 &&\n      content.parts[0].text !== undefined\n    ) {\n      return [content.parts[0].text];\n    }\n    return [];\n  }\n  if (Array.isArray(origin)) {\n    return origin.map(\n      (item) => tContent(apiClient, item as types.ContentUnion)!,\n    );\n  }\n  return [tContent(apiClient, origin as types.ContentUnion)!];\n}\n\nexport function tContents(\n  apiClient: ApiClient,\n  origin?: types.ContentListUnion,\n): types.Content[] {\n  if (\n    origin === null ||\n    origin === undefined ||\n    (Array.isArray(origin) && origin.length === 0)\n  ) {\n    throw new Error('contents are required');\n  }\n  if (!Array.isArray(origin)) {\n    // If it's not an array, it's a single content or a single PartUnion.\n    if (_isFunctionCallPart(origin) || _isFunctionResponsePart(origin)) {\n      throw new Error(\n        'To specify functionCall or functionResponse parts, please wrap them in a Content object, specifying the role for them',\n      );\n    }\n    return [tContent(apiClient, origin as types.ContentUnion)];\n  }\n\n  const result: types.Content[] = [];\n  const accumulatedParts: types.PartUnion[] = [];\n  const isContentArray = _isContent(origin[0]);\n\n  for (const item of origin) {\n    const isContent = _isContent(item);\n\n    if (isContent != isContentArray) {\n      throw new Error(\n        'Mixing Content and Parts is not supported, please group the parts into a the appropriate Content objects and specify the roles for them',\n      );\n    }\n\n    if (isContent) {\n      // `isContent` contains the result of _isContent, which is a utility\n      // function that checks if the item is a Content.\n      result.push(item as types.Content);\n    } else if (_isFunctionCallPart(item) || _isFunctionResponsePart(item)) {\n      throw new Error(\n        'To specify functionCall or functionResponse parts, please wrap them, and any other parts, in Content objects as appropriate, specifying the role for them',\n      );\n    } else {\n      accumulatedParts.push(item as types.PartUnion);\n    }\n  }\n\n  if (!isContentArray) {\n    result.push({role: 'user', parts: tParts(apiClient, accumulatedParts)});\n  }\n  return result;\n}\n\n/**\n * Represents the possible JSON schema types.\n */\ntype JSONSchemaType =\n  | 'string'\n  | 'number'\n  | 'integer'\n  | 'object'\n  | 'array'\n  | 'boolean'\n  | 'null';\n\n/**\n * A subset of JSON Schema according to 2020-12 JSON Schema draft, plus one\n * additional google only field: propertyOrdering. The propertyOrdering field\n * is used to specify the order of the properties in the object. see details in\n * https://ai.google.dev/gemini-api/docs/structured-output#property-ordering\n * for more details.\n *\n * Represents a subset of a JSON Schema object that can be used by Gemini API.\n * The difference between this interface and the Schema interface is that this\n * interface is compatible with OpenAPI 3.1 schema objects while the\n * types.Schema interface @see {@link Schema} is used to make API call to\n * Gemini API.\n */\nexport interface JSONSchema {\n  /**\n   * Validation succeeds if the type of the instance matches the type\n   * represented by the given type, or matches at least one of the given types\n   * in the array.\n   */\n  type?: JSONSchemaType | JSONSchemaType[];\n\n  /**\n   * Defines semantic information about a string instance (e.g., \"date-time\",\n   * \"email\").\n   */\n  format?: string;\n\n  /**\n   * A preferably short description about the purpose of the instance\n   * described by the schema. This is not supported for Gemini API.\n   */\n  title?: string;\n\n  /**\n   * An explanation about the purpose of the instance described by the\n   * schema.\n   */\n  description?: string;\n\n  /**\n   * This keyword can be used to supply a default JSON value associated\n   * with a particular schema. The value should be valid according to the\n   * schema. This is not supported for Gemini API.\n   */\n  default?: unknown;\n\n  /**\n   * Used for arrays. This keyword is used to define the schema of the elements\n   * in the array.\n   */\n  items?: JSONSchema;\n\n  /**\n   * Key word for arrays. Specify the minimum number of elements in the array.\n   */\n  minItems?: string;\n\n  /**\n   * Key word for arrays. Specify the maximum number of elements in the array.e\n   */\n  maxItems?: string;\n\n  /**\n   * Used for specify the possible values for an enum.\n   */\n  enum?: unknown[];\n\n  /**\n   * Used for objects. This keyword is used to define the schema of the\n   * properties in the object.\n   */\n  properties?: Record<string, JSONSchema>;\n\n  /**\n   * Used for objects. This keyword is used to specify the properties of the\n   * object that are required to be present in the instance.\n   */\n  required?: string[];\n\n  /**\n   * The key word for objects. Specify the minimum number of properties in the\n   * object.\n   */\n  minProperties?: string;\n\n  /**\n   * The key word for objects. Specify the maximum number of properties in the\n   * object.\n   */\n  maxProperties?: string;\n\n  /**\n   * Used for numbers. Specify the minimum value for a number.\n   */\n  minimum?: number;\n\n  /**\n   * Used for numbers. specify the maximum value for a number.\n   */\n  maximum?: number;\n\n  /**\n   * Used for strings. The keyword to specify the minimum length of the\n   * string.\n   */\n  minLength?: string;\n\n  /**\n   * Used for strings. The keyword to specify the maximum length of the\n   * string.\n   */\n  maxLength?: string;\n\n  /**\n   * Used for strings. Key word to specify a regular\n   * expression (ECMA-262) matches the instance successfully.\n   */\n  pattern?: string;\n\n  /**\n   * Used for Union types and Intersection types. This keyword is used to define\n   * the schema of the possible values.\n   */\n  anyOf?: JSONSchema[];\n\n  /**\n   * The order of the properties. Not a standard field in OpenAPI spec.\n   * Only used to support the order of the properties. see details in\n   * https://ai.google.dev/gemini-api/docs/structured-output#property-ordering\n   */\n  propertyOrdering?: string[];\n}\n\n// The fields that are supported by JSONSchema. Must be kept in sync with the\n// JSONSchema interface above.\nexport const supportedJsonSchemaFields = new Set<string>([\n  'type',\n  'format',\n  'title',\n  'description',\n  'default',\n  'items',\n  'minItems',\n  'maxItems',\n  'enum',\n  'properties',\n  'required',\n  'minProperties',\n  'maxProperties',\n  'minimum',\n  'maximum',\n  'minLength',\n  'maxLength',\n  'pattern',\n  'anyOf',\n  'propertyOrdering',\n]);\n\nconst jsonSchemaTypeValidator = z.enum([\n  'string',\n  'number',\n  'integer',\n  'object',\n  'array',\n  'boolean',\n  'null',\n]);\n\n// Handles all types and arrays of all types.\nconst schemaTypeUnion = z.union([\n  jsonSchemaTypeValidator,\n  z.array(jsonSchemaTypeValidator),\n]);\n\n// Declare the type for the schema variable.\ntype jsonSchemaValidatorType = z.ZodType<JSONSchema>;\n\n/**\n * Creates a zod validator for JSONSchema.\n *\n * @param strictMode Whether to enable strict mode, default to true. When\n * strict mode is enabled, the zod validator will throw error if there\n * are unrecognized fields in the input data. If strict mode is\n * disabled, the zod validator will ignore the unrecognized fields, only\n * populate the fields that are listed in the JSONSchema. Regardless of\n * the mode the type mismatch will always result in an error, for example\n * items field should be a single JSONSchema, but for tuple type it would\n * be an array of JSONSchema, this will always result in an error.\n * @return The zod validator for JSONSchema.\n */\nexport function createJsonSchemaValidator(\n  strictMode: boolean = true,\n): jsonSchemaValidatorType {\n  const jsonSchemaValidator: jsonSchemaValidatorType = z.lazy(() => {\n    // Define the base object shape *inside* the z.lazy callback\n    const baseShape = z.object({\n      // --- Type ---\n      type: schemaTypeUnion.optional(),\n\n      // --- Annotations ---\n      format: z.string().optional(),\n      title: z.string().optional(),\n      description: z.string().optional(),\n      default: z.unknown().optional(),\n\n      // --- Array Validations ---\n      items: jsonSchemaValidator.optional(),\n      minItems: z.coerce.string().optional(),\n      maxItems: z.coerce.string().optional(),\n      // --- Generic Validations ---\n      enum: z.array(z.unknown()).optional(),\n\n      // --- Object Validations ---\n      properties: z.record(z.string(), jsonSchemaValidator).optional(),\n      required: z.array(z.string()).optional(),\n      minProperties: z.coerce.string().optional(),\n      maxProperties: z.coerce.string().optional(),\n      propertyOrdering: z.array(z.string()).optional(),\n\n      // --- Numeric Validations ---\n      minimum: z.number().optional(),\n      maximum: z.number().optional(),\n\n      // --- String Validations ---\n      minLength: z.coerce.string().optional(),\n      maxLength: z.coerce.string().optional(),\n      pattern: z.string().optional(),\n\n      // --- Schema Composition ---\n      anyOf: z.array(jsonSchemaValidator).optional(),\n\n      // --- Additional Properties --- This field is not included in the\n      // JSONSchema, will not be communicated to the model, it is here purely\n      // for enabling the zod validation strict mode.\n      additionalProperties: z.boolean().optional(),\n    });\n\n    // Conditionally apply .strict() based on the flag\n    return strictMode ? baseShape.strict() : baseShape;\n  });\n  return jsonSchemaValidator;\n}\n\n/*\nHandle type field:\nThe resulted type field in JSONSchema form zod_to_json_schema can be either\nan array consist of primitive types or a single primitive type.\nThis is due to the optimization of zod_to_json_schema, when the types in the\nunion are primitive types without any additional specifications,\nzod_to_json_schema will squash the types into an array instead of put them\nin anyOf fields. Otherwise, it will put the types in anyOf fields.\nSee the following link for more details:\nhttps://github.com/zodjs/zod-to-json-schema/blob/main/src/index.ts#L101\nThe logic here is trying to undo that optimization, flattening the array of\ntypes to anyOf fields.\n                                 type field\n                                      |\n                            ___________________________\n                           /                           \\\n                          /                              \\\n                         /                                \\\n                       Array                              Type.*\n                /                  \\                       |\n      Include null.              Not included null     type = Type.*.\n      [null, Type.*, Type.*]     multiple types.\n      [null, Type.*]             [Type.*, Type.*]\n            /                                \\\n      remove null                             \\\n      add nullable = true                      \\\n       /                    \\                   \\\n    [Type.*]           [Type.*, Type.*]          \\\n only one type left     multiple types left       \\\n add type = Type.*.           \\                  /\n                               \\                /\n                         not populate the type field in final result\n                           and make the types into anyOf fields\n                          anyOf:[{type: 'Type.*'}, {type: 'Type.*'}];\n*/\nfunction flattenTypeArrayToAnyOf(\n  typeList: string[],\n  resultingSchema: types.Schema,\n) {\n  if (typeList.includes('null')) {\n    resultingSchema['nullable'] = true;\n  }\n  const listWithoutNull = typeList.filter((type) => type !== 'null');\n\n  if (listWithoutNull.length === 1) {\n    resultingSchema['type'] = Object.keys(types.Type).includes(\n      listWithoutNull[0].toUpperCase(),\n    )\n      ? types.Type[listWithoutNull[0].toUpperCase() as keyof typeof types.Type]\n      : types.Type.TYPE_UNSPECIFIED;\n  } else {\n    resultingSchema['anyOf'] = [];\n    for (const i of listWithoutNull) {\n      resultingSchema['anyOf'].push({\n        'type': Object.keys(types.Type).includes(i.toUpperCase())\n          ? types.Type[i.toUpperCase() as keyof typeof types.Type]\n          : types.Type.TYPE_UNSPECIFIED,\n      });\n    }\n  }\n}\n\nexport function processJsonSchema(\n  _jsonSchema: JSONSchema | types.Schema | Record<string, unknown>,\n): types.Schema {\n  const genAISchema: types.Schema = {};\n  const schemaFieldNames = ['items'];\n  const listSchemaFieldNames = ['anyOf'];\n  const dictSchemaFieldNames = ['properties'];\n\n  if (_jsonSchema['type'] && _jsonSchema['anyOf']) {\n    throw new Error('type and anyOf cannot be both populated.');\n  }\n\n  /*\n  This is to handle the nullable array or object. The _jsonSchema will\n  be in the format of {anyOf: [{type: 'null'}, {type: 'object'}]}. The\n  logic is to check if anyOf has 2 elements and one of the element is null,\n  if so, the anyOf field is unnecessary, so we need to get rid of the anyOf\n  field and make the schema nullable. Then use the other element as the new\n  _jsonSchema for processing. This is because the backend doesn't have a null\n  type.\n  This has to be checked before we process any other fields.\n  For example:\n    const objectNullable = z.object({\n      nullableArray: z.array(z.string()).nullable(),\n    });\n  Will have the raw _jsonSchema as:\n  {\n    type: 'OBJECT',\n    properties: {\n        nullableArray: {\n           anyOf: [\n              {type: 'null'},\n              {\n                type: 'array',\n                items: {type: 'string'},\n              },\n            ],\n        }\n    },\n    required: [ 'nullableArray' ],\n  }\n  Will result in following schema compatible with Gemini API:\n    {\n      type: 'OBJECT',\n      properties: {\n         nullableArray: {\n            nullable: true,\n            type: 'ARRAY',\n            items: {type: 'string'},\n         }\n      },\n      required: [ 'nullableArray' ],\n    }\n  */\n  const incomingAnyOf = _jsonSchema['anyOf'] as JSONSchema[];\n  if (incomingAnyOf != null && incomingAnyOf.length == 2) {\n    if (incomingAnyOf[0]!['type'] === 'null') {\n      genAISchema['nullable'] = true;\n      _jsonSchema = incomingAnyOf![1];\n    } else if (incomingAnyOf[1]!['type'] === 'null') {\n      genAISchema['nullable'] = true;\n      _jsonSchema = incomingAnyOf![0];\n    }\n  }\n\n  if (_jsonSchema['type'] instanceof Array) {\n    flattenTypeArrayToAnyOf(_jsonSchema['type'], genAISchema);\n  }\n\n  for (const [fieldName, fieldValue] of Object.entries(_jsonSchema)) {\n    // Skip if the fieldvalue is undefined or null.\n    if (fieldValue == null) {\n      continue;\n    }\n\n    if (fieldName == 'type') {\n      if (fieldValue === 'null') {\n        throw new Error(\n          'type: null can not be the only possible type for the field.',\n        );\n      }\n      if (fieldValue instanceof Array) {\n        // we have already handled the type field with array of types in the\n        // beginning of this function.\n        continue;\n      }\n      genAISchema['type'] = Object.keys(types.Type).includes(\n        fieldValue.toUpperCase(),\n      )\n        ? fieldValue.toUpperCase()\n        : types.Type.TYPE_UNSPECIFIED;\n    } else if (schemaFieldNames.includes(fieldName)) {\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        processJsonSchema(fieldValue);\n    } else if (listSchemaFieldNames.includes(fieldName)) {\n      const listSchemaFieldValue: Array<types.Schema> = [];\n      for (const item of fieldValue) {\n        if (item['type'] == 'null') {\n          genAISchema['nullable'] = true;\n          continue;\n        }\n        listSchemaFieldValue.push(processJsonSchema(item as JSONSchema));\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        listSchemaFieldValue;\n    } else if (dictSchemaFieldNames.includes(fieldName)) {\n      const dictSchemaFieldValue: Record<string, types.Schema> = {};\n      for (const [key, value] of Object.entries(\n        fieldValue as Record<string, unknown>,\n      )) {\n        dictSchemaFieldValue[key] = processJsonSchema(value as JSONSchema);\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        dictSchemaFieldValue;\n    } else {\n      // additionalProperties is not included in JSONSchema, skipping it.\n      if (fieldName === 'additionalProperties') {\n        continue;\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] = fieldValue;\n    }\n  }\n  return genAISchema;\n}\n\n// we take the unknown in the schema field because we want enable user to pass\n// the output of major schema declaration tools without casting. Tools such as\n// zodToJsonSchema, typebox, zodToJsonSchema function can return JsonSchema7Type\n// or object, see details in\n// https://github.com/StefanTerdell/zod-to-json-schema/blob/70525efe555cd226691e093d171370a3b10921d1/src/zodToJsonSchema.ts#L7\n// typebox can return unknown, see details in\n// https://github.com/sinclairzx81/typebox/blob/5a5431439f7d5ca6b494d0d18fbfd7b1a356d67c/src/type/create/type.ts#L35\nexport function tSchema(\n  apiClient: ApiClient,\n  schema: types.Schema | unknown,\n): types.Schema {\n  if (Object.keys(schema as Record<string, unknown>).includes('$schema')) {\n    delete (schema as Record<string, unknown>)['$schema'];\n    const validatedJsonSchema = createJsonSchemaValidator().parse(schema);\n    return processJsonSchema(validatedJsonSchema);\n  } else {\n    return processJsonSchema(schema as types.Schema);\n  }\n}\n\nexport function tSpeechConfig(\n  apiClient: ApiClient,\n  speechConfig: types.SpeechConfigUnion,\n): types.SpeechConfig {\n  if (typeof speechConfig === 'object') {\n    return speechConfig;\n  } else if (typeof speechConfig === 'string') {\n    return {\n      voiceConfig: {\n        prebuiltVoiceConfig: {\n          voiceName: speechConfig,\n        },\n      },\n    };\n  } else {\n    throw new Error(`Unsupported speechConfig type: ${typeof speechConfig}`);\n  }\n}\n\nexport function tLiveSpeechConfig(\n  apiClient: ApiClient,\n  speechConfig: types.SpeechConfig | object,\n): types.SpeechConfig {\n  if ('multiSpeakerVoiceConfig' in speechConfig) {\n    throw new Error(\n      'multiSpeakerVoiceConfig is not supported in the live API.',\n    );\n  }\n  return speechConfig;\n}\n\nexport function tTool(apiClient: ApiClient, tool: types.Tool): types.Tool {\n  if (tool.functionDeclarations) {\n    for (const functionDeclaration of tool.functionDeclarations) {\n      if (functionDeclaration.parameters) {\n        functionDeclaration.parameters = tSchema(\n          apiClient,\n          functionDeclaration.parameters,\n        );\n      }\n      if (functionDeclaration.response) {\n        functionDeclaration.response = tSchema(\n          apiClient,\n          functionDeclaration.response,\n        );\n      }\n    }\n  }\n  return tool;\n}\n\nexport function tTools(\n  apiClient: ApiClient,\n  tools: types.ToolListUnion | unknown,\n): types.Tool[] {\n  // Check if the incoming type is defined.\n  if (tools === undefined || tools === null) {\n    throw new Error('tools is required');\n  }\n  if (!Array.isArray(tools)) {\n    throw new Error('tools is required and must be an array of Tools');\n  }\n  const result: types.Tool[] = [];\n  for (const tool of tools) {\n    result.push(tool as types.Tool);\n  }\n  return result;\n}\n\n/**\n * Prepends resource name with project, location, resource_prefix if needed.\n *\n * @param client The API client.\n * @param resourceName The resource name.\n * @param resourcePrefix The resource prefix.\n * @param splitsAfterPrefix The number of splits after the prefix.\n * @returns The completed resource name.\n *\n * Examples:\n *\n * ```\n * resource_name = '123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = True\n * client.project = 'bar'\n * client.location = 'us-west1'\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns: 'projects/bar/locations/us-west1/cachedContents/123'\n * ```\n *\n * ```\n * resource_name = 'projects/foo/locations/us-central1/cachedContents/123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = True\n * client.project = 'bar'\n * client.location = 'us-west1'\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns: 'projects/foo/locations/us-central1/cachedContents/123'\n * ```\n *\n * ```\n * resource_name = '123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = False\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns 'cachedContents/123'\n * ```\n *\n * ```\n * resource_name = 'some/wrong/cachedContents/resource/name/123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = False\n * # client.vertexai = True\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * -> 'some/wrong/resource/name/123'\n * ```\n */\nfunction resourceName(\n  client: ApiClient,\n  resourceName: string,\n  resourcePrefix: string,\n  splitsAfterPrefix: number = 1,\n): string {\n  const shouldAppendPrefix =\n    !resourceName.startsWith(`${resourcePrefix}/`) &&\n    resourceName.split('/').length === splitsAfterPrefix;\n  if (client.isVertexAI()) {\n    if (resourceName.startsWith('projects/')) {\n      return resourceName;\n    } else if (resourceName.startsWith('locations/')) {\n      return `projects/${client.getProject()}/${resourceName}`;\n    } else if (resourceName.startsWith(`${resourcePrefix}/`)) {\n      return `projects/${client.getProject()}/locations/${client.getLocation()}/${resourceName}`;\n    } else if (shouldAppendPrefix) {\n      return `projects/${client.getProject()}/locations/${client.getLocation()}/${resourcePrefix}/${resourceName}`;\n    } else {\n      return resourceName;\n    }\n  }\n  if (shouldAppendPrefix) {\n    return `${resourcePrefix}/${resourceName}`;\n  }\n  return resourceName;\n}\n\nexport function tCachedContentName(\n  apiClient: ApiClient,\n  name: string | unknown,\n): string {\n  if (typeof name !== 'string') {\n    throw new Error('name must be a string');\n  }\n  return resourceName(apiClient, name, 'cachedContents');\n}\n\nexport function tTuningJobStatus(\n  apiClient: ApiClient,\n  status: string | unknown,\n): string {\n  switch (status) {\n    case 'STATE_UNSPECIFIED':\n      return 'JOB_STATE_UNSPECIFIED';\n    case 'CREATING':\n      return 'JOB_STATE_RUNNING';\n    case 'ACTIVE':\n      return 'JOB_STATE_SUCCEEDED';\n    case 'FAILED':\n      return 'JOB_STATE_FAILED';\n    default:\n      return status as string;\n  }\n}\n\nexport function tBytes(\n  apiClient: ApiClient,\n  fromImageBytes: string | unknown,\n): string {\n  if (typeof fromImageBytes !== 'string') {\n    throw new Error('fromImageBytes must be a string');\n  }\n  // TODO(b/389133914): Remove dummy bytes converter.\n  return fromImageBytes;\n}\n\nfunction _isFile(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'name' in origin\n  );\n}\n\nexport function isGeneratedVideo(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'video' in origin\n  );\n}\n\nexport function isVideo(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'uri' in origin\n  );\n}\n\nexport function tFileName(\n  apiClient: ApiClient,\n  fromName: string | types.File | types.GeneratedVideo | types.Video,\n): string | undefined {\n  let name: string | undefined;\n\n  if (_isFile(fromName)) {\n    name = (fromName as types.File).name;\n  }\n  if (isVideo(fromName)) {\n    name = (fromName as types.Video).uri;\n    if (name === undefined) {\n      return undefined;\n    }\n  }\n  if (isGeneratedVideo(fromName)) {\n    name = (fromName as types.GeneratedVideo).video?.uri;\n    if (name === undefined) {\n      return undefined;\n    }\n  }\n  if (typeof fromName === 'string') {\n    name = fromName;\n  }\n\n  if (name === undefined) {\n    throw new Error('Could not extract file name from the provided input.');\n  }\n\n  if (name.startsWith('https://')) {\n    const suffix = name.split('files/')[1];\n    const match = suffix.match(/[a-z0-9]+/);\n    if (match === null) {\n      throw new Error(`Could not extract file name from URI ${name}`);\n    }\n    name = match[0];\n  } else if (name.startsWith('files/')) {\n    name = name.split('files/')[1];\n  }\n  return name;\n}\n\nexport function tModelsUrl(\n  apiClient: ApiClient,\n  baseModels: boolean | unknown,\n): string {\n  let res: string;\n  if (apiClient.isVertexAI()) {\n    res = baseModels ? 'publishers/google/models' : 'models';\n  } else {\n    res = baseModels ? 'models' : 'tunedModels';\n  }\n  return res;\n}\n\nexport function tExtractModels(\n  apiClient: ApiClient,\n  response: unknown,\n): Record<string, unknown>[] {\n  for (const key of ['models', 'tunedModels', 'publisherModels']) {\n    if (hasField(response, key)) {\n      return (response as Record<string, unknown>)[key] as Record<\n        string,\n        unknown\n      >[];\n    }\n  }\n  return [];\n}\n\nfunction hasField(data: unknown, fieldName: string): boolean {\n  return data !== null && typeof data === 'object' && fieldName in data;\n}\n\nexport function mcpToGeminiTool(\n  mcpTool: McpTool,\n  config: types.CallableToolConfig = {},\n): types.Tool {\n  const mcpToolSchema = mcpTool as Record<string, unknown>;\n  const functionDeclaration: Record<string, unknown> = {\n    name: mcpToolSchema['name'],\n    description: mcpToolSchema['description'],\n    parameters: processJsonSchema(\n      filterToJsonSchema(\n        mcpToolSchema['inputSchema'] as Record<string, unknown>,\n      ),\n    ),\n  };\n  if (config.behavior) {\n    functionDeclaration['behavior'] = config.behavior;\n  }\n\n  const geminiTool = {\n    functionDeclarations: [\n      functionDeclaration as unknown as types.FunctionDeclaration,\n    ],\n  };\n\n  return geminiTool;\n}\n\n/**\n * Converts a list of MCP tools to a single Gemini tool with a list of function\n * declarations.\n */\nexport function mcpToolsToGeminiTool(\n  mcpTools: McpTool[],\n  config: types.CallableToolConfig = {},\n): types.Tool {\n  const functionDeclarations: types.FunctionDeclaration[] = [];\n  const toolNames = new Set<string>();\n  for (const mcpTool of mcpTools) {\n    const mcpToolName = mcpTool.name as string;\n    if (toolNames.has(mcpToolName)) {\n      throw new Error(\n        `Duplicate function name ${\n          mcpToolName\n        } found in MCP tools. Please ensure function names are unique.`,\n      );\n    }\n    toolNames.add(mcpToolName);\n    const geminiTool = mcpToGeminiTool(mcpTool, config);\n    if (geminiTool.functionDeclarations) {\n      functionDeclarations.push(...geminiTool.functionDeclarations);\n    }\n  }\n\n  return {functionDeclarations: functionDeclarations};\n}\n\n// Filters the list schema field to only include fields that are supported by\n// JSONSchema.\nfunction filterListSchemaField(fieldValue: unknown): Record<string, unknown>[] {\n  const listSchemaFieldValue: Record<string, unknown>[] = [];\n  for (const listFieldValue of fieldValue as Record<string, unknown>[]) {\n    listSchemaFieldValue.push(filterToJsonSchema(listFieldValue));\n  }\n  return listSchemaFieldValue;\n}\n\n// Filters the dict schema field to only include fields that are supported by\n// JSONSchema.\nfunction filterDictSchemaField(fieldValue: unknown): Record<string, unknown> {\n  const dictSchemaFieldValue: Record<string, unknown> = {};\n  for (const [key, value] of Object.entries(\n    fieldValue as Record<string, unknown>,\n  )) {\n    const valueRecord = value as Record<string, unknown>;\n    dictSchemaFieldValue[key] = filterToJsonSchema(valueRecord);\n  }\n  return dictSchemaFieldValue;\n}\n\n// Filters the schema to only include fields that are supported by JSONSchema.\nfunction filterToJsonSchema(\n  schema: Record<string, unknown>,\n): Record<string, unknown> {\n  const schemaFieldNames: Set<string> = new Set(['items']); // 'additional_properties' to come\n  const listSchemaFieldNames: Set<string> = new Set(['anyOf']); // 'one_of', 'all_of', 'not' to come\n  const dictSchemaFieldNames: Set<string> = new Set(['properties']); // 'defs' to come\n  const filteredSchema: Record<string, unknown> = {};\n\n  for (const [fieldName, fieldValue] of Object.entries(schema)) {\n    if (schemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterToJsonSchema(\n        fieldValue as Record<string, unknown>,\n      );\n    } else if (listSchemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterListSchemaField(fieldValue);\n    } else if (dictSchemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterDictSchemaField(fieldValue);\n    } else if (fieldName === 'type') {\n      const typeValue = (fieldValue as string).toUpperCase();\n      filteredSchema[fieldName] = Object.keys(types.Type).includes(typeValue)\n        ? (typeValue as types.Type)\n        : types.Type.TYPE_UNSPECIFIED;\n    } else if (supportedJsonSchemaFields.has(fieldName)) {\n      filteredSchema[fieldName] = fieldValue;\n    }\n  }\n\n  return filteredSchema;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToMldev(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToMldev(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToMldev(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (parentObject !== undefined && fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['contents'], transformedList);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToMldev(apiClient, fromToolConfig),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['kmsKeyName']) !== undefined) {\n    throw new Error('kmsKeyName parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['model'],\n      t.tCachesModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createCachedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateCachedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listCachedContentsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToVertex(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToVertex(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToVertex(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (parentObject !== undefined && fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['contents'], transformedList);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToVertex(apiClient, fromToolConfig),\n    );\n  }\n\n  const fromKmsKeyName = common.getValueByPath(fromObject, ['kmsKeyName']);\n  if (parentObject !== undefined && fromKmsKeyName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['encryption_spec', 'kmsKeyName'],\n      fromKmsKeyName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['model'],\n      t.tCachesModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createCachedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DeleteCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateCachedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listCachedContentsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function cachedContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CachedContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (fromExpireTime != null) {\n    common.setValueByPath(toObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentResponseFromMldev(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function listCachedContentsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromCachedContents = common.getValueByPath(fromObject, [\n    'cachedContents',\n  ]);\n  if (fromCachedContents != null) {\n    let transformedList = fromCachedContents;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return cachedContentFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cachedContents'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function cachedContentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CachedContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (fromExpireTime != null) {\n    common.setValueByPath(toObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentResponseFromVertex(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function listCachedContentsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromCachedContents = common.getValueByPath(fromObject, [\n    'cachedContents',\n  ]);\n  if (fromCachedContents != null) {\n    let transformedList = fromCachedContents;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return cachedContentFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cachedContents'], transformedList);\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Pagers for the GenAI List APIs.\n */\n\nexport enum PagedItem {\n  PAGED_ITEM_BATCH_JOBS = 'batchJobs',\n  PAGED_ITEM_MODELS = 'models',\n  PAGED_ITEM_TUNING_JOBS = 'tuningJobs',\n  PAGED_ITEM_FILES = 'files',\n  PAGED_ITEM_CACHED_CONTENTS = 'cachedContents',\n}\n\ninterface PagedItemConfig {\n  config?: {\n    pageToken?: string;\n    pageSize?: number;\n  };\n}\n\ninterface PagedItemResponse<T> {\n  nextPageToken?: string;\n  batchJobs?: T[];\n  models?: T[];\n  tuningJobs?: T[];\n  files?: T[];\n  cachedContents?: T[];\n}\n\n/**\n * Pager class for iterating through paginated results.\n */\nexport class Pager<T> implements AsyncIterable<T> {\n  private nameInternal!: PagedItem;\n  private pageInternal: T[] = [];\n  private paramsInternal: PagedItemConfig = {};\n  private pageInternalSize!: number;\n  protected requestInternal!: (\n    params: PagedItemConfig,\n  ) => Promise<PagedItemResponse<T>>;\n  protected idxInternal!: number;\n\n  constructor(\n    name: PagedItem,\n    request: (params: PagedItemConfig) => Promise<PagedItemResponse<T>>,\n    response: PagedItemResponse<T>,\n    params: PagedItemConfig,\n  ) {\n    this.requestInternal = request;\n    this.init(name, response, params);\n  }\n\n  private init(\n    name: PagedItem,\n    response: PagedItemResponse<T>,\n    params: PagedItemConfig,\n  ) {\n    this.nameInternal = name;\n    this.pageInternal = response[this.nameInternal] || [];\n    this.idxInternal = 0;\n    let requestParams: PagedItemConfig = {config: {}};\n    if (!params) {\n      requestParams = {config: {}};\n    } else if (typeof params === 'object') {\n      requestParams = {...params};\n    } else {\n      requestParams = params;\n    }\n    if (requestParams['config']) {\n      requestParams['config']['pageToken'] = response['nextPageToken'];\n    }\n    this.paramsInternal = requestParams;\n    this.pageInternalSize =\n      requestParams['config']?.['pageSize'] ?? this.pageInternal.length;\n  }\n\n  private initNextPage(response: PagedItemResponse<T>): void {\n    this.init(this.nameInternal, response, this.paramsInternal);\n  }\n\n  /**\n   * Returns the current page, which is a list of items.\n   *\n   * @remarks\n   * The first page is retrieved when the pager is created. The returned list of\n   * items could be a subset of the entire list.\n   */\n  get page(): T[] {\n    return this.pageInternal;\n  }\n\n  /**\n   * Returns the type of paged item (for example, ``batch_jobs``).\n   */\n  get name(): PagedItem {\n    return this.nameInternal;\n  }\n\n  /**\n   * Returns the length of the page fetched each time by this pager.\n   *\n   * @remarks\n   * The number of items in the page is less than or equal to the page length.\n   */\n  get pageSize(): number {\n    return this.pageInternalSize;\n  }\n\n  /**\n   * Returns the parameters when making the API request for the next page.\n   *\n   * @remarks\n   * Parameters contain a set of optional configs that can be\n   * used to customize the API request. For example, the `pageToken` parameter\n   * contains the token to request the next page.\n   */\n  get params(): PagedItemConfig {\n    return this.paramsInternal;\n  }\n\n  /**\n   * Returns the total number of items in the current page.\n   */\n  get pageLength(): number {\n    return this.pageInternal.length;\n  }\n\n  /**\n   * Returns the item at the given index.\n   */\n  getItem(index: number): T {\n    return this.pageInternal[index];\n  }\n\n  /**\n   * Returns an async iterator that support iterating through all items\n   * retrieved from the API.\n   *\n   * @remarks\n   * The iterator will automatically fetch the next page if there are more items\n   * to fetch from the API.\n   *\n   * @example\n   *\n   * ```ts\n   * const pager = await ai.files.list({config: {pageSize: 10}});\n   * for await (const file of pager) {\n   *   console.log(file.name);\n   * }\n   * ```\n   */\n  [Symbol.asyncIterator](): AsyncIterator<T> {\n    return {\n      next: async () => {\n        if (this.idxInternal >= this.pageLength) {\n          if (this.hasNextPage()) {\n            await this.nextPage();\n          } else {\n            return {value: undefined, done: true};\n          }\n        }\n        const item = this.getItem(this.idxInternal);\n        this.idxInternal += 1;\n        return {value: item, done: false};\n      },\n      return: async () => {\n        return {value: undefined, done: true};\n      },\n    };\n  }\n\n  /**\n   * Fetches the next page of items. This makes a new API request.\n   *\n   * @throws {Error} If there are no more pages to fetch.\n   *\n   * @example\n   *\n   * ```ts\n   * const pager = await ai.files.list({config: {pageSize: 10}});\n   * let page = pager.page;\n   * while (true) {\n   *   for (const file of page) {\n   *     console.log(file.name);\n   *   }\n   *   if (!pager.hasNextPage()) {\n   *     break;\n   *   }\n   *   page = await pager.nextPage();\n   * }\n   * ```\n   */\n  async nextPage(): Promise<T[]> {\n    if (!this.hasNextPage()) {\n      throw new Error('No more pages to fetch.');\n    }\n    const response = await this.requestInternal(this.params);\n    this.initNextPage(response);\n    return this.page;\n  }\n\n  /**\n   * Returns true if there are more pages to fetch from the API.\n   */\n  hasNextPage(): boolean {\n    if (this.params['config']?.['pageToken'] !== undefined) {\n      return true;\n    }\n    return false;\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_caches_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Caches extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Lists cached content configurations.\n   *\n   * @param params - The parameters for the list request.\n   * @return The paginated results of the list of cached contents.\n   *\n   * @example\n   * ```ts\n   * const cachedContents = await ai.caches.list({config: {'pageSize': 2}});\n   * for (const cachedContent of cachedContents) {\n   *   console.log(cachedContent);\n   * }\n   * ```\n   */\n  list = async (\n    params: types.ListCachedContentsParameters = {},\n  ): Promise<Pager<types.CachedContent>> => {\n    return new Pager<types.CachedContent>(\n      PagedItem.PAGED_ITEM_CACHED_CONTENTS,\n      (x: types.ListCachedContentsParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Creates a cached contents resource.\n   *\n   * @remarks\n   * Context caching is only supported for specific models. See [Gemini\n   * Developer API reference](https://ai.google.dev/gemini-api/docs/caching?lang=node/context-cac)\n   * and [Vertex AI reference](https://cloud.google.com/vertex-ai/generative-ai/docs/context-cache/context-cache-overview#supported_models)\n   * for more information.\n   *\n   * @param params - The parameters for the create request.\n   * @return The created cached content.\n   *\n   * @example\n   * ```ts\n   * const contents = ...; // Initialize the content to cache.\n   * const response = await ai.caches.create({\n   *   model: 'gemini-2.0-flash-001',\n   *   config: {\n   *    'contents': contents,\n   *    'displayName': 'test cache',\n   *    'systemInstruction': 'What is the sum of the two pdfs?',\n   *    'ttl': '86400s',\n   *  }\n   * });\n   * ```\n   */\n  async create(\n    params: types.CreateCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.createCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.createCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  /**\n   * Gets cached content configurations.\n   *\n   * @param params - The parameters for the get request.\n   * @return The cached content.\n   *\n   * @example\n   * ```ts\n   * await ai.caches.get({name: '...'}); // The server-generated resource name.\n   * ```\n   */\n  async get(\n    params: types.GetCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.getCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  /**\n   * Deletes cached content.\n   *\n   * @param params - The parameters for the delete request.\n   * @return The empty response returned by the API.\n   *\n   * @example\n   * ```ts\n   * await ai.caches.delete({name: '...'}); // The server-generated resource name.\n   * ```\n   */\n  async delete(\n    params: types.DeleteCachedContentParameters,\n  ): Promise<types.DeleteCachedContentResponse> {\n    let response: Promise<types.DeleteCachedContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.deleteCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteCachedContentResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteCachedContentResponseFromVertex();\n        const typedResp = new types.DeleteCachedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.deleteCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteCachedContentResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteCachedContentResponseFromMldev();\n        const typedResp = new types.DeleteCachedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Updates cached content configurations.\n   *\n   * @param params - The parameters for the update request.\n   * @return The updated cached content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.caches.update({\n   *   name: '...',  // The server-generated resource name.\n   *   config: {'ttl': '7600s'}\n   * });\n   * ```\n   */\n  async update(\n    params: types.UpdateCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.updateCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.updateCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListCachedContentsParameters,\n  ): Promise<types.ListCachedContentsResponse> {\n    let response: Promise<types.ListCachedContentsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listCachedContentsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListCachedContentsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listCachedContentsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListCachedContentsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listCachedContentsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListCachedContentsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listCachedContentsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListCachedContentsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {ApiClient} from './_api_client.js';\nimport * as t from './_transformers.js';\nimport {Models} from './models.js';\nimport * as types from './types.js';\n\n/**\n * Returns true if the response is valid, false otherwise.\n */\nfunction isValidResponse(response: types.GenerateContentResponse): boolean {\n  if (response.candidates == undefined || response.candidates.length === 0) {\n    return false;\n  }\n  const content = response.candidates[0]?.content;\n  if (content === undefined) {\n    return false;\n  }\n  return isValidContent(content);\n}\n\nfunction isValidContent(content: types.Content): boolean {\n  if (content.parts === undefined || content.parts.length === 0) {\n    return false;\n  }\n  for (const part of content.parts) {\n    if (part === undefined || Object.keys(part).length === 0) {\n      return false;\n    }\n    if (!part.thought && part.text !== undefined && part.text === '') {\n      return false;\n    }\n  }\n  return true;\n}\n\n/**\n * Validates the history contains the correct roles.\n *\n * @throws Error if the history does not start with a user turn.\n * @throws Error if the history contains an invalid role.\n */\nfunction validateHistory(history: types.Content[]) {\n  // Empty history is valid.\n  if (history.length === 0) {\n    return;\n  }\n  for (const content of history) {\n    if (content.role !== 'user' && content.role !== 'model') {\n      throw new Error(`Role must be user or model, but got ${content.role}.`);\n    }\n  }\n}\n\n/**\n * Extracts the curated (valid) history from a comprehensive history.\n *\n * @remarks\n * The model may sometimes generate invalid or empty contents(e.g., due to safty\n * filters or recitation). Extracting valid turns from the history\n * ensures that subsequent requests could be accpeted by the model.\n */\nfunction extractCuratedHistory(\n  comprehensiveHistory: types.Content[],\n): types.Content[] {\n  if (comprehensiveHistory === undefined || comprehensiveHistory.length === 0) {\n    return [];\n  }\n  const curatedHistory: types.Content[] = [];\n  const length = comprehensiveHistory.length;\n  let i = 0;\n  while (i < length) {\n    if (comprehensiveHistory[i].role === 'user') {\n      curatedHistory.push(comprehensiveHistory[i]);\n      i++;\n    } else {\n      const modelOutput: types.Content[] = [];\n      let isValid = true;\n      while (i < length && comprehensiveHistory[i].role === 'model') {\n        modelOutput.push(comprehensiveHistory[i]);\n        if (isValid && !isValidContent(comprehensiveHistory[i])) {\n          isValid = false;\n        }\n        i++;\n      }\n      if (isValid) {\n        curatedHistory.push(...modelOutput);\n      } else {\n        // Remove the last user input when model content is invalid.\n        curatedHistory.pop();\n      }\n    }\n  }\n  return curatedHistory;\n}\n\n/**\n * A utility class to create a chat session.\n */\nexport class Chats {\n  private readonly modelsModule: Models;\n  private readonly apiClient: ApiClient;\n\n  constructor(modelsModule: Models, apiClient: ApiClient) {\n    this.modelsModule = modelsModule;\n    this.apiClient = apiClient;\n  }\n\n  /**\n   * Creates a new chat session.\n   *\n   * @remarks\n   * The config in the params will be used for all requests within the chat\n   * session unless overridden by a per-request `config` in\n   * @see {@link types.SendMessageParameters#config}.\n   *\n   * @param params - Parameters for creating a chat session.\n   * @returns A new chat session.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({\n   *   model: 'gemini-2.0-flash'\n   *   config: {\n   *     temperature: 0.5,\n   *     maxOutputTokens: 1024,\n   *   }\n   * });\n   * ```\n   */\n  create(params: types.CreateChatParameters) {\n    return new Chat(\n      this.apiClient,\n      this.modelsModule,\n      params.model,\n      params.config,\n      // Deep copy the history to avoid mutating the history outside of the\n      // chat session.\n      structuredClone(params.history),\n    );\n  }\n}\n\n/**\n * Chat session that enables sending messages to the model with previous\n * conversation context.\n *\n * @remarks\n * The session maintains all the turns between user and model.\n */\nexport class Chat {\n  // A promise to represent the current state of the message being sent to the\n  // model.\n  private sendPromise: Promise<void> = Promise.resolve();\n\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly modelsModule: Models,\n    private readonly model: string,\n    private readonly config: types.GenerateContentConfig = {},\n    private history: types.Content[] = [],\n  ) {\n    validateHistory(history);\n  }\n\n  /**\n   * Sends a message to the model and returns the response.\n   *\n   * @remarks\n   * This method will wait for the previous message to be processed before\n   * sending the next message.\n   *\n   * @see {@link Chat#sendMessageStream} for streaming method.\n   * @param params - parameters for sending messages within a chat session.\n   * @returns The model's response.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({model: 'gemini-2.0-flash'});\n   * const response = await chat.sendMessage({\n   *   message: 'Why is the sky blue?'\n   * });\n   * console.log(response.text);\n   * ```\n   */\n  async sendMessage(\n    params: types.SendMessageParameters,\n  ): Promise<types.GenerateContentResponse> {\n    await this.sendPromise;\n    const inputContent = t.tContent(this.apiClient, params.message);\n    const responsePromise = this.modelsModule.generateContent({\n      model: this.model,\n      contents: this.getHistory(true).concat(inputContent),\n      config: params.config ?? this.config,\n    });\n    this.sendPromise = (async () => {\n      const response = await responsePromise;\n      const outputContent = response.candidates?.[0]?.content;\n\n      // Because the AFC input contains the entire curated chat history in\n      // addition to the new user input, we need to truncate the AFC history\n      // to deduplicate the existing chat history.\n      const fullAutomaticFunctionCallingHistory =\n        response.automaticFunctionCallingHistory;\n      const index = this.getHistory(true).length;\n\n      let automaticFunctionCallingHistory: types.Content[] = [];\n      if (fullAutomaticFunctionCallingHistory != null) {\n        automaticFunctionCallingHistory =\n          fullAutomaticFunctionCallingHistory.slice(index) ?? [];\n      }\n\n      const modelOutput = outputContent ? [outputContent] : [];\n      this.recordHistory(\n        inputContent,\n        modelOutput,\n        automaticFunctionCallingHistory,\n      );\n      return;\n    })();\n    await this.sendPromise.catch(() => {\n      // Resets sendPromise to avoid subsequent calls failing\n      this.sendPromise = Promise.resolve();\n    });\n    return responsePromise;\n  }\n\n  /**\n   * Sends a message to the model and returns the response in chunks.\n   *\n   * @remarks\n   * This method will wait for the previous message to be processed before\n   * sending the next message.\n   *\n   * @see {@link Chat#sendMessage} for non-streaming method.\n   * @param params - parameters for sending the message.\n   * @return The model's response.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({model: 'gemini-2.0-flash'});\n   * const response = await chat.sendMessageStream({\n   *   message: 'Why is the sky blue?'\n   * });\n   * for await (const chunk of response) {\n   *   console.log(chunk.text);\n   * }\n   * ```\n   */\n  async sendMessageStream(\n    params: types.SendMessageParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    await this.sendPromise;\n    const inputContent = t.tContent(this.apiClient, params.message);\n    const streamResponse = this.modelsModule.generateContentStream({\n      model: this.model,\n      contents: this.getHistory(true).concat(inputContent),\n      config: params.config ?? this.config,\n    });\n    // Resolve the internal tracking of send completion promise - `sendPromise`\n    // for both success and failure response. The actual failure is still\n    // propagated by the `await streamResponse`.\n    this.sendPromise = streamResponse\n      .then(() => undefined)\n      .catch(() => undefined);\n    const response = await streamResponse;\n    const result = this.processStreamResponse(response, inputContent);\n    return result;\n  }\n\n  /**\n   * Returns the chat history.\n   *\n   * @remarks\n   * The history is a list of contents alternating between user and model.\n   *\n   * There are two types of history:\n   * - The `curated history` contains only the valid turns between user and\n   * model, which will be included in the subsequent requests sent to the model.\n   * - The `comprehensive history` contains all turns, including invalid or\n   *   empty model outputs, providing a complete record of the history.\n   *\n   * The history is updated after receiving the response from the model,\n   * for streaming response, it means receiving the last chunk of the response.\n   *\n   * The `comprehensive history` is returned by default. To get the `curated\n   * history`, set the `curated` parameter to `true`.\n   *\n   * @param curated - whether to return the curated history or the comprehensive\n   *     history.\n   * @return History contents alternating between user and model for the entire\n   *     chat session.\n   */\n  getHistory(curated: boolean = false): types.Content[] {\n    const history = curated\n      ? extractCuratedHistory(this.history)\n      : this.history;\n    // Deep copy the history to avoid mutating the history outside of the\n    // chat session.\n    return structuredClone(history);\n  }\n\n  private async *processStreamResponse(\n    streamResponse: AsyncGenerator<types.GenerateContentResponse>,\n    inputContent: types.Content,\n  ) {\n    const outputContent: types.Content[] = [];\n    for await (const chunk of streamResponse) {\n      if (isValidResponse(chunk)) {\n        const content = chunk.candidates?.[0]?.content;\n        if (content !== undefined) {\n          outputContent.push(content);\n        }\n      }\n      yield chunk;\n    }\n    this.recordHistory(inputContent, outputContent);\n  }\n\n  private recordHistory(\n    userInput: types.Content,\n    modelOutput: types.Content[],\n    automaticFunctionCallingHistory?: types.Content[],\n  ) {\n    let outputContents: types.Content[] = [];\n    if (\n      modelOutput.length > 0 &&\n      modelOutput.every((content) => content.role !== undefined)\n    ) {\n      outputContents = modelOutput;\n    } else {\n      // Appends an empty content when model returns empty response, so that the\n      // history is always alternating between user and model.\n      outputContents.push({\n        role: 'model',\n        parts: [],\n      } as types.Content);\n    }\n    if (\n      automaticFunctionCallingHistory &&\n      automaticFunctionCallingHistory.length > 0\n    ) {\n      this.history.push(\n        ...extractCuratedHistory(automaticFunctionCallingHistory!),\n      );\n    } else {\n      this.history.push(userInput);\n    }\n    this.history.push(...outputContents);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Auth} from './_auth.js';\nimport * as common from './_common.js';\nimport {Downloader} from './_downloader.js';\nimport {Uploader} from './_uploader.js';\nimport {\n  DownloadFileParameters,\n  File,\n  HttpOptions,\n  HttpResponse,\n  UploadFileConfig,\n} from './types.js';\n\nconst CONTENT_TYPE_HEADER = 'Content-Type';\nconst SERVER_TIMEOUT_HEADER = 'X-Server-Timeout';\nconst USER_AGENT_HEADER = 'User-Agent';\nexport const GOOGLE_API_CLIENT_HEADER = 'x-goog-api-client';\nexport const SDK_VERSION = '1.0.1'; // x-release-please-version\nconst LIBRARY_LABEL = `google-genai-sdk/${SDK_VERSION}`;\nconst VERTEX_AI_API_DEFAULT_VERSION = 'v1beta1';\nconst GOOGLE_AI_API_DEFAULT_VERSION = 'v1beta';\nconst responseLineRE = /^data: (.*)(?:\\n\\n|\\r\\r|\\r\\n\\r\\n)/;\n\n/**\n * Client errors raised by the GenAI API.\n */\nexport class ClientError extends Error {\n  constructor(message: string, stackTrace?: string) {\n    if (stackTrace) {\n      super(message, {cause: stackTrace});\n    } else {\n      super(message, {cause: new Error().stack});\n    }\n    this.message = message;\n    this.name = 'ClientError';\n  }\n}\n\n/**\n * Server errors raised by the GenAI API.\n */\nexport class ServerError extends Error {\n  constructor(message: string, stackTrace?: string) {\n    if (stackTrace) {\n      super(message, {cause: stackTrace});\n    } else {\n      super(message, {cause: new Error().stack});\n    }\n    this.message = message;\n    this.name = 'ServerError';\n  }\n}\n\n/**\n * Options for initializing the ApiClient. The ApiClient uses the parameters\n * for authentication purposes as well as to infer if SDK should send the\n * request to Vertex AI or Gemini API.\n */\nexport interface ApiClientInitOptions {\n  /**\n   * The object used for adding authentication headers to API requests.\n   */\n  auth: Auth;\n  /**\n   * The uploader to use for uploading files. This field is required for\n   * creating a client, will be set through the Node_client or Web_client.\n   */\n  uploader: Uploader;\n  /**\n   * Optional. The downloader to use for downloading files. This field is\n   * required for creating a client, will be set through the Node_client or\n   * Web_client.\n   */\n  downloader: Downloader;\n  /**\n   * Optional. The Google Cloud project ID for Vertex AI users.\n   * It is not the numeric project name.\n   * If not provided, SDK will try to resolve it from runtime environment.\n   */\n  project?: string;\n  /**\n   * Optional. The Google Cloud project location for Vertex AI users.\n   * If not provided, SDK will try to resolve it from runtime environment.\n   */\n  location?: string;\n  /**\n   * The API Key. This is required for Gemini API users.\n   */\n  apiKey?: string;\n  /**\n   * Optional. Set to true if you intend to call Vertex AI endpoints.\n   * If unset, default SDK behavior is to call Gemini API.\n   */\n  vertexai?: boolean;\n  /**\n   * Optional. The API version for the endpoint.\n   * If unset, SDK will choose a default api version.\n   */\n  apiVersion?: string;\n  /**\n   * Optional. A set of customizable configuration for HTTP requests.\n   */\n  httpOptions?: HttpOptions;\n  /**\n   * Optional. An extra string to append at the end of the User-Agent header.\n   *\n   * This can be used to e.g specify the runtime and its version.\n   */\n  userAgentExtra?: string;\n}\n\n/**\n * Represents the necessary information to send a request to an API endpoint.\n * This interface defines the structure for constructing and executing HTTP\n * requests.\n */\nexport interface HttpRequest {\n  /**\n   * URL path from the modules, this path is appended to the base API URL to\n   * form the complete request URL.\n   *\n   * If you wish to set full URL, use httpOptions.baseUrl instead. Example to\n   * set full URL in the request:\n   *\n   * const request: HttpRequest = {\n   *   path: '',\n   *   httpOptions: {\n   *     baseUrl: 'https://<custom-full-url>',\n   *     apiVersion: '',\n   *   },\n   *   httpMethod: 'GET',\n   * };\n   *\n   * The result URL will be: https://<custom-full-url>\n   *\n   */\n  path: string;\n  /**\n   * Optional query parameters to be appended to the request URL.\n   */\n  queryParams?: Record<string, string>;\n  /**\n   * Optional request body in json string or Blob format, GET request doesn't\n   * need a request body.\n   */\n  body?: string | Blob;\n  /**\n   * The HTTP method to be used for the request.\n   */\n  httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE';\n  /**\n   * Optional set of customizable configuration for HTTP requests.\n   */\n  httpOptions?: HttpOptions;\n  /**\n   * Optional abort signal which can be used to cancel the request.\n   */\n  abortSignal?: AbortSignal;\n}\n\n/**\n * The ApiClient class is used to send requests to the Gemini API or Vertex AI\n * endpoints.\n */\nexport class ApiClient {\n  readonly clientOptions: ApiClientInitOptions;\n\n  constructor(opts: ApiClientInitOptions) {\n    this.clientOptions = {\n      ...opts,\n      project: opts.project,\n      location: opts.location,\n      apiKey: opts.apiKey,\n      vertexai: opts.vertexai,\n    };\n\n    const initHttpOptions: HttpOptions = {};\n\n    if (this.clientOptions.vertexai) {\n      initHttpOptions.apiVersion =\n        this.clientOptions.apiVersion ?? VERTEX_AI_API_DEFAULT_VERSION;\n      initHttpOptions.baseUrl = this.baseUrlFromProjectLocation();\n      this.normalizeAuthParameters();\n    } else {\n      // Gemini API\n      initHttpOptions.apiVersion =\n        this.clientOptions.apiVersion ?? GOOGLE_AI_API_DEFAULT_VERSION;\n      initHttpOptions.baseUrl = `https://generativelanguage.googleapis.com/`;\n    }\n\n    initHttpOptions.headers = this.getDefaultHeaders();\n\n    this.clientOptions.httpOptions = initHttpOptions;\n\n    if (opts.httpOptions) {\n      this.clientOptions.httpOptions = this.patchHttpOptions(\n        initHttpOptions,\n        opts.httpOptions,\n      );\n    }\n  }\n\n  /**\n   * Determines the base URL for Vertex AI based on project and location.\n   * Uses the global endpoint if location is 'global' or if project/location\n   * are not specified (implying API key usage).\n   * @private\n   */\n  private baseUrlFromProjectLocation(): string {\n    if (\n      this.clientOptions.project &&\n      this.clientOptions.location &&\n      this.clientOptions.location !== 'global'\n    ) {\n      // Regional endpoint\n      return `https://${this.clientOptions.location}-aiplatform.googleapis.com/`;\n    }\n    // Global endpoint (covers 'global' location and API key usage)\n    return `https://aiplatform.googleapis.com/`;\n  }\n\n  /**\n   * Normalizes authentication parameters for Vertex AI.\n   * If project and location are provided, API key is cleared.\n   * If project and location are not provided (implying API key usage),\n   * project and location are cleared.\n   * @private\n   */\n  private normalizeAuthParameters(): void {\n    if (this.clientOptions.project && this.clientOptions.location) {\n      // Using project/location for auth, clear potential API key\n      this.clientOptions.apiKey = undefined;\n      return;\n    }\n    // Using API key for auth (or no auth provided yet), clear project/location\n    this.clientOptions.project = undefined;\n    this.clientOptions.location = undefined;\n  }\n\n  isVertexAI(): boolean {\n    return this.clientOptions.vertexai ?? false;\n  }\n\n  getProject() {\n    return this.clientOptions.project;\n  }\n\n  getLocation() {\n    return this.clientOptions.location;\n  }\n\n  getApiVersion() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.apiVersion !== undefined\n    ) {\n      return this.clientOptions.httpOptions.apiVersion;\n    }\n    throw new Error('API version is not set.');\n  }\n\n  getBaseUrl() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.baseUrl !== undefined\n    ) {\n      return this.clientOptions.httpOptions.baseUrl;\n    }\n    throw new Error('Base URL is not set.');\n  }\n\n  getRequestUrl() {\n    return this.getRequestUrlInternal(this.clientOptions.httpOptions);\n  }\n\n  getHeaders() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.headers !== undefined\n    ) {\n      return this.clientOptions.httpOptions.headers;\n    } else {\n      throw new Error('Headers are not set.');\n    }\n  }\n\n  private getRequestUrlInternal(httpOptions?: HttpOptions) {\n    if (\n      !httpOptions ||\n      httpOptions.baseUrl === undefined ||\n      httpOptions.apiVersion === undefined\n    ) {\n      throw new Error('HTTP options are not correctly set.');\n    }\n    const baseUrl = httpOptions.baseUrl.endsWith('/')\n      ? httpOptions.baseUrl.slice(0, -1)\n      : httpOptions.baseUrl;\n    const urlElement: Array<string> = [baseUrl];\n    if (httpOptions.apiVersion && httpOptions.apiVersion !== '') {\n      urlElement.push(httpOptions.apiVersion);\n    }\n    return urlElement.join('/');\n  }\n\n  getBaseResourcePath() {\n    return `projects/${this.clientOptions.project}/locations/${\n      this.clientOptions.location\n    }`;\n  }\n\n  getApiKey() {\n    return this.clientOptions.apiKey;\n  }\n\n  getWebsocketBaseUrl() {\n    const baseUrl = this.getBaseUrl();\n    const urlParts = new URL(baseUrl);\n    urlParts.protocol = urlParts.protocol == 'http:' ? 'ws' : 'wss';\n    return urlParts.toString();\n  }\n\n  setBaseUrl(url: string) {\n    if (this.clientOptions.httpOptions) {\n      this.clientOptions.httpOptions.baseUrl = url;\n    } else {\n      throw new Error('HTTP options are not correctly set.');\n    }\n  }\n\n  private constructUrl(\n    path: string,\n    httpOptions: HttpOptions,\n    prependProjectLocation: boolean,\n  ): URL {\n    const urlElement: Array<string> = [this.getRequestUrlInternal(httpOptions)];\n    if (prependProjectLocation) {\n      urlElement.push(this.getBaseResourcePath());\n    }\n    if (path !== '') {\n      urlElement.push(path);\n    }\n    const url = new URL(`${urlElement.join('/')}`);\n\n    return url;\n  }\n\n  private shouldPrependVertexProjectPath(request: HttpRequest): boolean {\n    if (this.clientOptions.apiKey) {\n      return false;\n    }\n    if (!this.clientOptions.vertexai) {\n      return false;\n    }\n    if (request.path.startsWith('projects/')) {\n      // Assume the path already starts with\n      // `projects/<project>/location/<location>`.\n      return false;\n    }\n    if (\n      request.httpMethod === 'GET' &&\n      request.path.startsWith('publishers/google/models')\n    ) {\n      // These paths are used by Vertex's models.get and models.list\n      // calls. For base models Vertex does not accept a project/location\n      // prefix (for tuned model the prefix is required).\n      return false;\n    }\n    return true;\n  }\n\n  async request(request: HttpRequest): Promise<HttpResponse> {\n    let patchedHttpOptions = this.clientOptions.httpOptions!;\n    if (request.httpOptions) {\n      patchedHttpOptions = this.patchHttpOptions(\n        this.clientOptions.httpOptions!,\n        request.httpOptions,\n      );\n    }\n\n    const prependProjectLocation = this.shouldPrependVertexProjectPath(request);\n    const url = this.constructUrl(\n      request.path,\n      patchedHttpOptions,\n      prependProjectLocation,\n    );\n    if (request.queryParams) {\n      for (const [key, value] of Object.entries(request.queryParams)) {\n        url.searchParams.append(key, String(value));\n      }\n    }\n    let requestInit: RequestInit = {};\n    if (request.httpMethod === 'GET') {\n      if (request.body && request.body !== '{}') {\n        throw new Error(\n          'Request body should be empty for GET request, but got non empty request body',\n        );\n      }\n    } else {\n      requestInit.body = request.body;\n    }\n    requestInit = await this.includeExtraHttpOptionsToRequestInit(\n      requestInit,\n      patchedHttpOptions,\n      request.abortSignal,\n    );\n    return this.unaryApiCall(url, requestInit, request.httpMethod);\n  }\n\n  private patchHttpOptions(\n    baseHttpOptions: HttpOptions,\n    requestHttpOptions: HttpOptions,\n  ): HttpOptions {\n    const patchedHttpOptions = JSON.parse(\n      JSON.stringify(baseHttpOptions),\n    ) as HttpOptions;\n\n    for (const [key, value] of Object.entries(requestHttpOptions)) {\n      // Records compile to objects.\n      if (typeof value === 'object') {\n        // @ts-expect-error TS2345TS7053: Element implicitly has an 'any' type\n        // because expression of type 'string' can't be used to index type\n        // 'HttpOptions'.\n        patchedHttpOptions[key] = {...patchedHttpOptions[key], ...value};\n      } else if (value !== undefined) {\n        // @ts-expect-error TS2345TS7053: Element implicitly has an 'any' type\n        // because expression of type 'string' can't be used to index type\n        // 'HttpOptions'.\n        patchedHttpOptions[key] = value;\n      }\n    }\n    return patchedHttpOptions;\n  }\n\n  async requestStream(\n    request: HttpRequest,\n  ): Promise<AsyncGenerator<HttpResponse>> {\n    let patchedHttpOptions = this.clientOptions.httpOptions!;\n    if (request.httpOptions) {\n      patchedHttpOptions = this.patchHttpOptions(\n        this.clientOptions.httpOptions!,\n        request.httpOptions,\n      );\n    }\n\n    const prependProjectLocation = this.shouldPrependVertexProjectPath(request);\n    const url = this.constructUrl(\n      request.path,\n      patchedHttpOptions,\n      prependProjectLocation,\n    );\n    if (!url.searchParams.has('alt') || url.searchParams.get('alt') !== 'sse') {\n      url.searchParams.set('alt', 'sse');\n    }\n    let requestInit: RequestInit = {};\n    requestInit.body = request.body;\n    requestInit = await this.includeExtraHttpOptionsToRequestInit(\n      requestInit,\n      patchedHttpOptions,\n      request.abortSignal,\n    );\n    return this.streamApiCall(url, requestInit, request.httpMethod);\n  }\n\n  private async includeExtraHttpOptionsToRequestInit(\n    requestInit: RequestInit,\n    httpOptions: HttpOptions,\n    abortSignal?: AbortSignal,\n  ): Promise<RequestInit> {\n    if ((httpOptions && httpOptions.timeout) || abortSignal) {\n      const abortController = new AbortController();\n      const signal = abortController.signal;\n      if (httpOptions.timeout && httpOptions?.timeout > 0) {\n        setTimeout(() => abortController.abort(), httpOptions.timeout);\n      }\n      if (abortSignal) {\n        abortSignal.addEventListener('abort', () => {\n          abortController.abort();\n        });\n      }\n      requestInit.signal = signal;\n    }\n    requestInit.headers = await this.getHeadersInternal(httpOptions);\n    return requestInit;\n  }\n\n  private async unaryApiCall(\n    url: URL,\n    requestInit: RequestInit,\n    httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE',\n  ): Promise<HttpResponse> {\n    return this.apiCall(url.toString(), {\n      ...requestInit,\n      method: httpMethod,\n    })\n      .then(async (response) => {\n        await throwErrorIfNotOK(response);\n        return new HttpResponse(response);\n      })\n      .catch((e) => {\n        if (e instanceof Error) {\n          throw e;\n        } else {\n          throw new Error(JSON.stringify(e));\n        }\n      });\n  }\n\n  private async streamApiCall(\n    url: URL,\n    requestInit: RequestInit,\n    httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE',\n  ): Promise<AsyncGenerator<HttpResponse>> {\n    return this.apiCall(url.toString(), {\n      ...requestInit,\n      method: httpMethod,\n    })\n      .then(async (response) => {\n        await throwErrorIfNotOK(response);\n        return this.processStreamResponse(response);\n      })\n      .catch((e) => {\n        if (e instanceof Error) {\n          throw e;\n        } else {\n          throw new Error(JSON.stringify(e));\n        }\n      });\n  }\n\n  async *processStreamResponse(\n    response: Response,\n  ): AsyncGenerator<HttpResponse> {\n    const reader = response?.body?.getReader();\n    const decoder = new TextDecoder('utf-8');\n    if (!reader) {\n      throw new Error('Response body is empty');\n    }\n\n    try {\n      let buffer = '';\n      while (true) {\n        const {done, value} = await reader.read();\n        if (done) {\n          if (buffer.trim().length > 0) {\n            throw new Error('Incomplete JSON segment at the end');\n          }\n          break;\n        }\n        const chunkString = decoder.decode(value);\n\n        // Parse and throw an error if the chunk contains an error.\n        try {\n          const chunkJson = JSON.parse(chunkString) as Record<string, unknown>;\n          if ('error' in chunkJson) {\n            const errorJson = JSON.parse(\n              JSON.stringify(chunkJson['error']),\n            ) as Record<string, unknown>;\n            const status = errorJson['status'] as string;\n            const code = errorJson['code'] as number;\n            const errorMessage = `got status: ${status}. ${JSON.stringify(\n              chunkJson,\n            )}`;\n            if (code >= 400 && code < 500) {\n              const clientError = new ClientError(errorMessage);\n              throw clientError;\n            } else if (code >= 500 && code < 600) {\n              const serverError = new ServerError(errorMessage);\n              throw serverError;\n            }\n          }\n        } catch (e: unknown) {\n          const error = e as Error;\n          if (error.name === 'ClientError' || error.name === 'ServerError') {\n            throw e;\n          }\n        }\n        buffer += chunkString;\n        let match = buffer.match(responseLineRE);\n        while (match) {\n          const processedChunkString = match[1];\n          try {\n            const partialResponse = new Response(processedChunkString, {\n              headers: response?.headers,\n              status: response?.status,\n              statusText: response?.statusText,\n            });\n            yield new HttpResponse(partialResponse);\n            buffer = buffer.slice(match[0].length);\n            match = buffer.match(responseLineRE);\n          } catch (e) {\n            throw new Error(\n              `exception parsing stream chunk ${processedChunkString}. ${e}`,\n            );\n          }\n        }\n      }\n    } finally {\n      reader.releaseLock();\n    }\n  }\n  private async apiCall(\n    url: string,\n    requestInit: RequestInit,\n  ): Promise<Response> {\n    return fetch(url, requestInit).catch((e) => {\n      throw new Error(`exception ${e} sending request`);\n    });\n  }\n\n  getDefaultHeaders(): Record<string, string> {\n    const headers: Record<string, string> = {};\n\n    const versionHeaderValue =\n      LIBRARY_LABEL + ' ' + this.clientOptions.userAgentExtra;\n\n    headers[USER_AGENT_HEADER] = versionHeaderValue;\n    headers[GOOGLE_API_CLIENT_HEADER] = versionHeaderValue;\n    headers[CONTENT_TYPE_HEADER] = 'application/json';\n\n    return headers;\n  }\n\n  private async getHeadersInternal(\n    httpOptions: HttpOptions | undefined,\n  ): Promise<Headers> {\n    const headers = new Headers();\n    if (httpOptions && httpOptions.headers) {\n      for (const [key, value] of Object.entries(httpOptions.headers)) {\n        headers.append(key, value);\n      }\n      // Append a timeout header if it is set, note that the timeout option is\n      // in milliseconds but the header is in seconds.\n      if (httpOptions.timeout && httpOptions.timeout > 0) {\n        headers.append(\n          SERVER_TIMEOUT_HEADER,\n          String(Math.ceil(httpOptions.timeout / 1000)),\n        );\n      }\n    }\n    await this.clientOptions.auth.addAuthHeaders(headers);\n    return headers;\n  }\n\n  /**\n   * Uploads a file asynchronously using Gemini API only, this is not supported\n   * in Vertex AI.\n   *\n   * @param file The string path to the file to be uploaded or a Blob object.\n   * @param config Optional parameters specified in the `UploadFileConfig`\n   *     interface. @see {@link UploadFileConfig}\n   * @return A promise that resolves to a `File` object.\n   * @throws An error if called on a Vertex AI client.\n   * @throws An error if the `mimeType` is not provided and can not be inferred,\n   */\n  async uploadFile(\n    file: string | Blob,\n    config?: UploadFileConfig,\n  ): Promise<File> {\n    const fileToUpload: File = {};\n    if (config != null) {\n      fileToUpload.mimeType = config.mimeType;\n      fileToUpload.name = config.name;\n      fileToUpload.displayName = config.displayName;\n    }\n\n    if (fileToUpload.name && !fileToUpload.name.startsWith('files/')) {\n      fileToUpload.name = `files/${fileToUpload.name}`;\n    }\n\n    const uploader = this.clientOptions.uploader;\n    const fileStat = await uploader.stat(file);\n    fileToUpload.sizeBytes = String(fileStat.size);\n    const mimeType = config?.mimeType ?? fileStat.type;\n    if (mimeType === undefined || mimeType === '') {\n      throw new Error(\n        'Can not determine mimeType. Please provide mimeType in the config.',\n      );\n    }\n    fileToUpload.mimeType = mimeType;\n\n    const uploadUrl = await this.fetchUploadUrl(fileToUpload, config);\n    return uploader.upload(file, uploadUrl, this);\n  }\n\n  /**\n   * Downloads a file asynchronously to the specified path.\n   *\n   * @params params - The parameters for the download request, see {@link\n   * DownloadFileParameters}\n   */\n  async downloadFile(params: DownloadFileParameters): Promise<void> {\n    const downloader = this.clientOptions.downloader;\n    await downloader.download(params, this);\n  }\n\n  private async fetchUploadUrl(\n    file: File,\n    config?: UploadFileConfig,\n  ): Promise<string> {\n    let httpOptions: HttpOptions = {};\n    if (config?.httpOptions) {\n      httpOptions = config.httpOptions;\n    } else {\n      httpOptions = {\n        apiVersion: '', // api-version is set in the path.\n        headers: {\n          'Content-Type': 'application/json',\n          'X-Goog-Upload-Protocol': 'resumable',\n          'X-Goog-Upload-Command': 'start',\n          'X-Goog-Upload-Header-Content-Length': `${file.sizeBytes}`,\n          'X-Goog-Upload-Header-Content-Type': `${file.mimeType}`,\n        },\n      };\n    }\n\n    const body: Record<string, File> = {\n      'file': file,\n    };\n    const httpResponse = await this.request({\n      path: common.formatMap(\n        'upload/v1beta/files',\n        body['_url'] as Record<string, unknown>,\n      ),\n      body: JSON.stringify(body),\n      httpMethod: 'POST',\n      httpOptions,\n    });\n\n    if (!httpResponse || !httpResponse?.headers) {\n      throw new Error(\n        'Server did not return an HttpResponse or the returned HttpResponse did not have headers.',\n      );\n    }\n\n    const uploadUrl: string | undefined =\n      httpResponse?.headers?.['x-goog-upload-url'];\n    if (uploadUrl === undefined) {\n      throw new Error(\n        'Failed to get upload url. Server did not return the x-google-upload-url in the headers',\n      );\n    }\n    return uploadUrl;\n  }\n}\n\nasync function throwErrorIfNotOK(response: Response | undefined) {\n  if (response === undefined) {\n    throw new ServerError('response is undefined');\n  }\n  if (!response.ok) {\n    const status: number = response.status;\n    const statusText: string = response.statusText;\n    let errorBody: Record<string, unknown>;\n    if (response.headers.get('content-type')?.includes('application/json')) {\n      errorBody = await response.json();\n    } else {\n      errorBody = {\n        error: {\n          message: await response.text(),\n          code: response.status,\n          status: response.statusText,\n        },\n      };\n    }\n    const errorMessage = `got status: ${status} ${statusText}. ${JSON.stringify(\n      errorBody,\n    )}`;\n    if (status >= 400 && status < 500) {\n      const clientError = new ClientError(errorMessage);\n      throw clientError;\n    } else if (status >= 500 && status < 600) {\n      const serverError = new ServerError(errorMessage);\n      throw serverError;\n    }\n    throw new Error(errorMessage);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nexport function crossError(): Error {\n  // TODO(b/399934880): this message needs a link to a help page explaining how to enable conditional exports\n  return new Error(`This feature requires the web or Node specific @google/genai implementation, you can fix this by either:\n\n*Enabling conditional exports for your project [recommended]*\n\n*Using a platform specific import* - Make sure your code imports either '@google/genai/web' or '@google/genai/node' instead of '@google/genai'.\n`);\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {ApiClient} from '../_api_client.js';\nimport {Downloader} from '../_downloader.js';\nimport {DownloadFileParameters} from '../types.js';\n\nimport {crossError} from './_cross_error.js';\n\nexport class CrossDownloader implements Downloader {\n  async download(\n    _params: DownloadFileParameters,\n    _apiClient: ApiClient,\n  ): Promise<void> {\n    throw crossError();\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\nimport {ApiClient} from '../_api_client.js';\nimport {FileStat, Uploader} from '../_uploader.js';\nimport {File, HttpResponse} from '../types.js';\n\nimport {crossError} from './_cross_error.js';\n\nexport const MAX_CHUNK_SIZE = 1024 * 1024 * 8; // bytes\nexport const MAX_RETRY_COUNT = 3;\nexport const INITIAL_RETRY_DELAY_MS = 1000;\nexport const DELAY_MULTIPLIER = 2;\nexport const X_GOOG_UPLOAD_STATUS_HEADER_FIELD = 'x-goog-upload-status';\n\nexport class CrossUploader implements Uploader {\n  async upload(\n    file: string | Blob,\n    uploadUrl: string,\n    apiClient: ApiClient,\n  ): Promise<File> {\n    if (typeof file === 'string') {\n      throw crossError();\n    } else {\n      return uploadBlob(file, uploadUrl, apiClient);\n    }\n  }\n\n  async stat(file: string | Blob): Promise<FileStat> {\n    if (typeof file === 'string') {\n      throw crossError();\n    } else {\n      return getBlobStat(file);\n    }\n  }\n}\n\nexport async function uploadBlob(\n  file: Blob,\n  uploadUrl: string,\n  apiClient: ApiClient,\n): Promise<File> {\n  let fileSize = 0;\n  let offset = 0;\n  let response: HttpResponse = new HttpResponse(new Response());\n  let uploadCommand = 'upload';\n  fileSize = file.size;\n  while (offset < fileSize) {\n    const chunkSize = Math.min(MAX_CHUNK_SIZE, fileSize - offset);\n    const chunk = file.slice(offset, offset + chunkSize);\n    if (offset + chunkSize >= fileSize) {\n      uploadCommand += ', finalize';\n    }\n    let retryCount = 0;\n    let currentDelayMs = INITIAL_RETRY_DELAY_MS;\n    while (retryCount < MAX_RETRY_COUNT) {\n      response = await apiClient.request({\n        path: '',\n        body: chunk,\n        httpMethod: 'POST',\n        httpOptions: {\n          apiVersion: '',\n          baseUrl: uploadUrl,\n          headers: {\n            'X-Goog-Upload-Command': uploadCommand,\n            'X-Goog-Upload-Offset': String(offset),\n            'Content-Length': String(chunkSize),\n          },\n        },\n      });\n      if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD]) {\n        break;\n      }\n      retryCount++;\n      await sleep(currentDelayMs);\n      currentDelayMs = currentDelayMs * DELAY_MULTIPLIER;\n    }\n    offset += chunkSize;\n    // The `x-goog-upload-status` header field can be `active`, `final` and\n    //`cancelled` in resposne.\n    if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD] !== 'active') {\n      break;\n    }\n    // TODO(b/401391430) Investigate why the upload status is not finalized\n    // even though all content has been uploaded.\n    if (fileSize <= offset) {\n      throw new Error(\n        'All content has been uploaded, but the upload status is not finalized.',\n      );\n    }\n  }\n  const responseJson = (await response?.json()) as Record<\n    string,\n    File | unknown\n  >;\n  if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD] !== 'final') {\n    throw new Error('Failed to upload file: Upload status is not finalized.');\n  }\n  return responseJson['file'] as File;\n}\n\nexport async function getBlobStat(file: Blob): Promise<FileStat> {\n  const fileStat: FileStat = {size: file.size, type: file.type};\n  return fileStat;\n}\n\nexport function sleep(ms: number): Promise<void> {\n  return new Promise((resolvePromise) => setTimeout(resolvePromise, ms));\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {\n  WebSocketCallbacks,\n  WebSocketFactory,\n  WebSocket as Ws,\n} from '../_websocket.js';\nimport {crossError} from './_cross_error.js';\n\n// TODO((b/401271082): re-enable lint once CrossWebSocketFactory is implemented.\n/*  eslint-disable @typescript-eslint/no-unused-vars */\nexport class CrossWebSocketFactory implements WebSocketFactory {\n  create(\n    url: string,\n    headers: Record<string, string>,\n    callbacks: WebSocketCallbacks,\n  ): Ws {\n    throw crossError();\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function listFilesConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listFilesParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listFilesConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function fileStatusToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FileStatus,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDetails = common.getValueByPath(fromObject, ['details']);\n  if (fromDetails != null) {\n    common.setValueByPath(toObject, ['details'], fromDetails);\n  }\n\n  const fromMessage = common.getValueByPath(fromObject, ['message']);\n  if (fromMessage != null) {\n    common.setValueByPath(toObject, ['message'], fromMessage);\n  }\n\n  const fromCode = common.getValueByPath(fromObject, ['code']);\n  if (fromCode != null) {\n    common.setValueByPath(toObject, ['code'], fromCode);\n  }\n\n  return toObject;\n}\n\nexport function fileToMldev(\n  apiClient: ApiClient,\n  fromObject: types.File,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSizeBytes = common.getValueByPath(fromObject, ['sizeBytes']);\n  if (fromSizeBytes != null) {\n    common.setValueByPath(toObject, ['sizeBytes'], fromSizeBytes);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromExpirationTime = common.getValueByPath(fromObject, [\n    'expirationTime',\n  ]);\n  if (fromExpirationTime != null) {\n    common.setValueByPath(toObject, ['expirationTime'], fromExpirationTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromSha256Hash = common.getValueByPath(fromObject, ['sha256Hash']);\n  if (fromSha256Hash != null) {\n    common.setValueByPath(toObject, ['sha256Hash'], fromSha256Hash);\n  }\n\n  const fromUri = common.getValueByPath(fromObject, ['uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromDownloadUri = common.getValueByPath(fromObject, ['downloadUri']);\n  if (fromDownloadUri != null) {\n    common.setValueByPath(toObject, ['downloadUri'], fromDownloadUri);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(toObject, ['state'], fromState);\n  }\n\n  const fromSource = common.getValueByPath(fromObject, ['source']);\n  if (fromSource != null) {\n    common.setValueByPath(toObject, ['source'], fromSource);\n  }\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(toObject, ['videoMetadata'], fromVideoMetadata);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(\n      toObject,\n      ['error'],\n      fileStatusToMldev(apiClient, fromError),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFile = common.getValueByPath(fromObject, ['file']);\n  if (fromFile != null) {\n    common.setValueByPath(toObject, ['file'], fileToMldev(apiClient, fromFile));\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function getFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'file'],\n      t.tFileName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'file'],\n      t.tFileName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function fileStatusFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.FileStatus,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDetails = common.getValueByPath(fromObject, ['details']);\n  if (fromDetails != null) {\n    common.setValueByPath(toObject, ['details'], fromDetails);\n  }\n\n  const fromMessage = common.getValueByPath(fromObject, ['message']);\n  if (fromMessage != null) {\n    common.setValueByPath(toObject, ['message'], fromMessage);\n  }\n\n  const fromCode = common.getValueByPath(fromObject, ['code']);\n  if (fromCode != null) {\n    common.setValueByPath(toObject, ['code'], fromCode);\n  }\n\n  return toObject;\n}\n\nexport function fileFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.File,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSizeBytes = common.getValueByPath(fromObject, ['sizeBytes']);\n  if (fromSizeBytes != null) {\n    common.setValueByPath(toObject, ['sizeBytes'], fromSizeBytes);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromExpirationTime = common.getValueByPath(fromObject, [\n    'expirationTime',\n  ]);\n  if (fromExpirationTime != null) {\n    common.setValueByPath(toObject, ['expirationTime'], fromExpirationTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromSha256Hash = common.getValueByPath(fromObject, ['sha256Hash']);\n  if (fromSha256Hash != null) {\n    common.setValueByPath(toObject, ['sha256Hash'], fromSha256Hash);\n  }\n\n  const fromUri = common.getValueByPath(fromObject, ['uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromDownloadUri = common.getValueByPath(fromObject, ['downloadUri']);\n  if (fromDownloadUri != null) {\n    common.setValueByPath(toObject, ['downloadUri'], fromDownloadUri);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(toObject, ['state'], fromState);\n  }\n\n  const fromSource = common.getValueByPath(fromObject, ['source']);\n  if (fromSource != null) {\n    common.setValueByPath(toObject, ['source'], fromSource);\n  }\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(toObject, ['videoMetadata'], fromVideoMetadata);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(\n      toObject,\n      ['error'],\n      fileStatusFromMldev(apiClient, fromError),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listFilesResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromFiles = common.getValueByPath(fromObject, ['files']);\n  if (fromFiles != null) {\n    let transformedList = fromFiles;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return fileFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['files'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function createFileResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function deleteFileResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_files_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Files extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Lists all current project files from the service.\n   *\n   * @param params - The parameters for the list request\n   * @return The paginated results of the list of files\n   *\n   * @example\n   * The following code prints the names of all files from the service, the\n   * size of each page is 10.\n   *\n   * ```ts\n   * const listResponse = await ai.files.list({config: {'pageSize': 10}});\n   * for await (const file of listResponse) {\n   *   console.log(file.name);\n   * }\n   * ```\n   */\n  list = async (\n    params: types.ListFilesParameters = {},\n  ): Promise<Pager<types.File>> => {\n    return new Pager<types.File>(\n      PagedItem.PAGED_ITEM_FILES,\n      (x: types.ListFilesParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Uploads a file asynchronously to the Gemini API.\n   * This method is not available in Vertex AI.\n   * Supported upload sources:\n   * - Node.js: File path (string) or Blob object.\n   * - Browser: Blob object (e.g., File).\n   *\n   * @remarks\n   * The `mimeType` can be specified in the `config` parameter. If omitted:\n   *  - For file path (string) inputs, the `mimeType` will be inferred from the\n   *     file extension.\n   *  - For Blob object inputs, the `mimeType` will be set to the Blob's `type`\n   *     property.\n   * Somex eamples for file extension to mimeType mapping:\n   * .txt -> text/plain\n   * .json -> application/json\n   * .jpg  -> image/jpeg\n   * .png -> image/png\n   * .mp3 -> audio/mpeg\n   * .mp4 -> video/mp4\n   *\n   * This section can contain multiple paragraphs and code examples.\n   *\n   * @param params - Optional parameters specified in the\n   *        `types.UploadFileParameters` interface.\n   *         @see {@link types.UploadFileParameters#config} for the optional\n   *         config in the parameters.\n   * @return A promise that resolves to a `types.File` object.\n   * @throws An error if called on a Vertex AI client.\n   * @throws An error if the `mimeType` is not provided and can not be inferred,\n   * the `mimeType` can be provided in the `params.config` parameter.\n   * @throws An error occurs if a suitable upload location cannot be established.\n   *\n   * @example\n   * The following code uploads a file to Gemini API.\n   *\n   * ```ts\n   * const file = await ai.files.upload({file: 'file.txt', config: {\n   *   mimeType: 'text/plain',\n   * }});\n   * console.log(file.name);\n   * ```\n   */\n  async upload(params: types.UploadFileParameters): Promise<types.File> {\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'Vertex AI does not support uploading files. You can share files through a GCS bucket.',\n      );\n    }\n\n    return this.apiClient\n      .uploadFile(params.file, params.config)\n      .then((response) => {\n        const file = converters.fileFromMldev(this.apiClient, response);\n        return file as types.File;\n      });\n  }\n\n  /**\n   * Downloads a remotely stored file asynchronously to a location specified in\n   * the `params` object. This method only works on Node environment, to\n   * download files in the browser, use a browser compliant method like an <a>\n   * tag.\n   *\n   * @param params - The parameters for the download request.\n   *\n   * @example\n   * The following code downloads an example file named \"files/mehozpxf877d\" as\n   * \"file.txt\".\n   *\n   * ```ts\n   * await ai.files.download({file: file.name, downloadPath: 'file.txt'});\n   * ```\n   */\n\n  async download(params: types.DownloadFileParameters): Promise<void> {\n    await this.apiClient.downloadFile(params);\n  }\n\n  private async listInternal(\n    params: types.ListFilesParameters,\n  ): Promise<types.ListFilesResponse> {\n    let response: Promise<types.ListFilesResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.listFilesParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap('files', body['_url'] as Record<string, unknown>);\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListFilesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listFilesResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListFilesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async createInternal(\n    params: types.CreateFileParameters,\n  ): Promise<types.CreateFileResponse> {\n    let response: Promise<types.CreateFileResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.createFileParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'upload/v1beta/files',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CreateFileResponse>;\n\n      return response.then(() => {\n        const resp = converters.createFileResponseFromMldev();\n        const typedResp = new types.CreateFileResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Retrieves the file information from the service.\n   *\n   * @param params - The parameters for the get request\n   * @return The Promise that resolves to the types.File object requested.\n   *\n   * @example\n   * ```ts\n   * const config: GetFileParameters = {\n   *   name: fileName,\n   * };\n   * file = await ai.files.get(config);\n   * console.log(file.name);\n   * ```\n   */\n  async get(params: types.GetFileParameters): Promise<types.File> {\n    let response: Promise<types.File>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.getFileParametersToMldev(this.apiClient, params);\n      path = common.formatMap(\n        'files/{file}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.File>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.fileFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.File;\n      });\n    }\n  }\n\n  /**\n   * Deletes a remotely stored file.\n   *\n   * @param params - The parameters for the delete request.\n   * @return The DeleteFileResponse, the response for the delete method.\n   *\n   * @example\n   * The following code deletes an example file named \"files/mehozpxf877d\".\n   *\n   * ```ts\n   * await ai.files.delete({name: file.name});\n   * ```\n   */\n  async delete(\n    params: types.DeleteFileParameters,\n  ): Promise<types.DeleteFileResponse> {\n    let response: Promise<types.DeleteFileResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.deleteFileParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'files/{file}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteFileResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteFileResponseFromMldev();\n        const typedResp = new types.DeleteFileResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function prebuiltVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToMldev(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToVertex(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeaker = common.getValueByPath(fromObject, ['speaker']);\n  if (fromSpeaker != null) {\n    common.setValueByPath(toObject, ['speaker'], fromSpeaker);\n  }\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['speaker']) !== undefined) {\n    throw new Error('speaker parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['voiceConfig']) !== undefined) {\n    throw new Error('voiceConfig parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeakerVoiceConfigs = common.getValueByPath(fromObject, [\n    'speakerVoiceConfigs',\n  ]);\n  if (fromSpeakerVoiceConfigs != null) {\n    let transformedList = fromSpeakerVoiceConfigs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return speakerVoiceConfigToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['speakerVoiceConfigs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['speakerVoiceConfigs']) !== undefined\n  ) {\n    throw new Error(\n      'speakerVoiceConfigs parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  const fromMultiSpeakerVoiceConfig = common.getValueByPath(fromObject, [\n    'multiSpeakerVoiceConfig',\n  ]);\n  if (fromMultiSpeakerVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['multiSpeakerVoiceConfig'],\n      multiSpeakerVoiceConfigToMldev(apiClient, fromMultiSpeakerVoiceConfig),\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToVertex(apiClient, fromVoiceConfig),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['multiSpeakerVoiceConfig']) !== undefined\n  ) {\n    throw new Error(\n      'multiSpeakerVoiceConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function sessionResumptionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SessionResumptionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromHandle = common.getValueByPath(fromObject, ['handle']);\n  if (fromHandle != null) {\n    common.setValueByPath(toObject, ['handle'], fromHandle);\n  }\n\n  if (common.getValueByPath(fromObject, ['transparent']) !== undefined) {\n    throw new Error('transparent parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function sessionResumptionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SessionResumptionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromHandle = common.getValueByPath(fromObject, ['handle']);\n  if (fromHandle != null) {\n    common.setValueByPath(toObject, ['handle'], fromHandle);\n  }\n\n  const fromTransparent = common.getValueByPath(fromObject, ['transparent']);\n  if (fromTransparent != null) {\n    common.setValueByPath(toObject, ['transparent'], fromTransparent);\n  }\n\n  return toObject;\n}\n\nexport function audioTranscriptionConfigToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function audioTranscriptionConfigToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function automaticActivityDetectionToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AutomaticActivityDetection,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisabled = common.getValueByPath(fromObject, ['disabled']);\n  if (fromDisabled != null) {\n    common.setValueByPath(toObject, ['disabled'], fromDisabled);\n  }\n\n  const fromStartOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'startOfSpeechSensitivity',\n  ]);\n  if (fromStartOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['startOfSpeechSensitivity'],\n      fromStartOfSpeechSensitivity,\n    );\n  }\n\n  const fromEndOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'endOfSpeechSensitivity',\n  ]);\n  if (fromEndOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['endOfSpeechSensitivity'],\n      fromEndOfSpeechSensitivity,\n    );\n  }\n\n  const fromPrefixPaddingMs = common.getValueByPath(fromObject, [\n    'prefixPaddingMs',\n  ]);\n  if (fromPrefixPaddingMs != null) {\n    common.setValueByPath(toObject, ['prefixPaddingMs'], fromPrefixPaddingMs);\n  }\n\n  const fromSilenceDurationMs = common.getValueByPath(fromObject, [\n    'silenceDurationMs',\n  ]);\n  if (fromSilenceDurationMs != null) {\n    common.setValueByPath(\n      toObject,\n      ['silenceDurationMs'],\n      fromSilenceDurationMs,\n    );\n  }\n\n  return toObject;\n}\n\nexport function automaticActivityDetectionToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AutomaticActivityDetection,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisabled = common.getValueByPath(fromObject, ['disabled']);\n  if (fromDisabled != null) {\n    common.setValueByPath(toObject, ['disabled'], fromDisabled);\n  }\n\n  const fromStartOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'startOfSpeechSensitivity',\n  ]);\n  if (fromStartOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['startOfSpeechSensitivity'],\n      fromStartOfSpeechSensitivity,\n    );\n  }\n\n  const fromEndOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'endOfSpeechSensitivity',\n  ]);\n  if (fromEndOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['endOfSpeechSensitivity'],\n      fromEndOfSpeechSensitivity,\n    );\n  }\n\n  const fromPrefixPaddingMs = common.getValueByPath(fromObject, [\n    'prefixPaddingMs',\n  ]);\n  if (fromPrefixPaddingMs != null) {\n    common.setValueByPath(toObject, ['prefixPaddingMs'], fromPrefixPaddingMs);\n  }\n\n  const fromSilenceDurationMs = common.getValueByPath(fromObject, [\n    'silenceDurationMs',\n  ]);\n  if (fromSilenceDurationMs != null) {\n    common.setValueByPath(\n      toObject,\n      ['silenceDurationMs'],\n      fromSilenceDurationMs,\n    );\n  }\n\n  return toObject;\n}\n\nexport function realtimeInputConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RealtimeInputConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAutomaticActivityDetection = common.getValueByPath(fromObject, [\n    'automaticActivityDetection',\n  ]);\n  if (fromAutomaticActivityDetection != null) {\n    common.setValueByPath(\n      toObject,\n      ['automaticActivityDetection'],\n      automaticActivityDetectionToMldev(\n        apiClient,\n        fromAutomaticActivityDetection,\n      ),\n    );\n  }\n\n  const fromActivityHandling = common.getValueByPath(fromObject, [\n    'activityHandling',\n  ]);\n  if (fromActivityHandling != null) {\n    common.setValueByPath(toObject, ['activityHandling'], fromActivityHandling);\n  }\n\n  const fromTurnCoverage = common.getValueByPath(fromObject, ['turnCoverage']);\n  if (fromTurnCoverage != null) {\n    common.setValueByPath(toObject, ['turnCoverage'], fromTurnCoverage);\n  }\n\n  return toObject;\n}\n\nexport function realtimeInputConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RealtimeInputConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAutomaticActivityDetection = common.getValueByPath(fromObject, [\n    'automaticActivityDetection',\n  ]);\n  if (fromAutomaticActivityDetection != null) {\n    common.setValueByPath(\n      toObject,\n      ['automaticActivityDetection'],\n      automaticActivityDetectionToVertex(\n        apiClient,\n        fromAutomaticActivityDetection,\n      ),\n    );\n  }\n\n  const fromActivityHandling = common.getValueByPath(fromObject, [\n    'activityHandling',\n  ]);\n  if (fromActivityHandling != null) {\n    common.setValueByPath(toObject, ['activityHandling'], fromActivityHandling);\n  }\n\n  const fromTurnCoverage = common.getValueByPath(fromObject, ['turnCoverage']);\n  if (fromTurnCoverage != null) {\n    common.setValueByPath(toObject, ['turnCoverage'], fromTurnCoverage);\n  }\n\n  return toObject;\n}\n\nexport function slidingWindowToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SlidingWindow,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTargetTokens = common.getValueByPath(fromObject, ['targetTokens']);\n  if (fromTargetTokens != null) {\n    common.setValueByPath(toObject, ['targetTokens'], fromTargetTokens);\n  }\n\n  return toObject;\n}\n\nexport function slidingWindowToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SlidingWindow,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTargetTokens = common.getValueByPath(fromObject, ['targetTokens']);\n  if (fromTargetTokens != null) {\n    common.setValueByPath(toObject, ['targetTokens'], fromTargetTokens);\n  }\n\n  return toObject;\n}\n\nexport function contextWindowCompressionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ContextWindowCompressionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTriggerTokens = common.getValueByPath(fromObject, [\n    'triggerTokens',\n  ]);\n  if (fromTriggerTokens != null) {\n    common.setValueByPath(toObject, ['triggerTokens'], fromTriggerTokens);\n  }\n\n  const fromSlidingWindow = common.getValueByPath(fromObject, [\n    'slidingWindow',\n  ]);\n  if (fromSlidingWindow != null) {\n    common.setValueByPath(\n      toObject,\n      ['slidingWindow'],\n      slidingWindowToMldev(apiClient, fromSlidingWindow),\n    );\n  }\n\n  return toObject;\n}\n\nexport function contextWindowCompressionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContextWindowCompressionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTriggerTokens = common.getValueByPath(fromObject, [\n    'triggerTokens',\n  ]);\n  if (fromTriggerTokens != null) {\n    common.setValueByPath(toObject, ['triggerTokens'], fromTriggerTokens);\n  }\n\n  const fromSlidingWindow = common.getValueByPath(fromObject, [\n    'slidingWindow',\n  ]);\n  if (fromSlidingWindow != null) {\n    common.setValueByPath(\n      toObject,\n      ['slidingWindow'],\n      slidingWindowToVertex(apiClient, fromSlidingWindow),\n    );\n  }\n\n  return toObject;\n}\n\nexport function proactivityConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ProactivityConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromProactiveAudio = common.getValueByPath(fromObject, [\n    'proactiveAudio',\n  ]);\n  if (fromProactiveAudio != null) {\n    common.setValueByPath(toObject, ['proactiveAudio'], fromProactiveAudio);\n  }\n\n  return toObject;\n}\n\nexport function proactivityConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ProactivityConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromProactiveAudio = common.getValueByPath(fromObject, [\n    'proactiveAudio',\n  ]);\n  if (fromProactiveAudio != null) {\n    common.setValueByPath(toObject, ['proactiveAudio'], fromProactiveAudio);\n  }\n\n  return toObject;\n}\n\nexport function liveConnectConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (parentObject !== undefined && fromResponseModalities != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (parentObject !== undefined && fromTemperature != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'temperature'],\n      fromTemperature,\n    );\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (parentObject !== undefined && fromTopP != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topP'],\n      fromTopP,\n    );\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (parentObject !== undefined && fromTopK != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topK'],\n      fromTopK,\n    );\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (parentObject !== undefined && fromMaxOutputTokens != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'maxOutputTokens'],\n      fromMaxOutputTokens,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (parentObject !== undefined && fromMediaResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'mediaResolution'],\n      fromMediaResolution,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'seed'],\n      fromSeed,\n    );\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (parentObject !== undefined && fromSpeechConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'speechConfig'],\n      speechConfigToMldev(\n        apiClient,\n        t.tLiveSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromEnableAffectiveDialog = common.getValueByPath(fromObject, [\n    'enableAffectiveDialog',\n  ]);\n  if (parentObject !== undefined && fromEnableAffectiveDialog != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'enableAffectiveDialog'],\n      fromEnableAffectiveDialog,\n    );\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['setup', 'tools'], transformedList);\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (parentObject !== undefined && fromSessionResumption != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'sessionResumption'],\n      sessionResumptionConfigToMldev(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'inputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'outputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (parentObject !== undefined && fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'realtimeInputConfig'],\n      realtimeInputConfigToMldev(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (parentObject !== undefined && fromContextWindowCompression != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'contextWindowCompression'],\n      contextWindowCompressionConfigToMldev(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (parentObject !== undefined && fromProactivity != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'proactivity'],\n      proactivityConfigToMldev(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (parentObject !== undefined && fromResponseModalities != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (parentObject !== undefined && fromTemperature != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'temperature'],\n      fromTemperature,\n    );\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (parentObject !== undefined && fromTopP != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topP'],\n      fromTopP,\n    );\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (parentObject !== undefined && fromTopK != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topK'],\n      fromTopK,\n    );\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (parentObject !== undefined && fromMaxOutputTokens != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'maxOutputTokens'],\n      fromMaxOutputTokens,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (parentObject !== undefined && fromMediaResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'mediaResolution'],\n      fromMediaResolution,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'seed'],\n      fromSeed,\n    );\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (parentObject !== undefined && fromSpeechConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'speechConfig'],\n      speechConfigToVertex(\n        apiClient,\n        t.tLiveSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromEnableAffectiveDialog = common.getValueByPath(fromObject, [\n    'enableAffectiveDialog',\n  ]);\n  if (parentObject !== undefined && fromEnableAffectiveDialog != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'enableAffectiveDialog'],\n      fromEnableAffectiveDialog,\n    );\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['setup', 'tools'], transformedList);\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (parentObject !== undefined && fromSessionResumption != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'sessionResumption'],\n      sessionResumptionConfigToVertex(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'inputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'outputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (parentObject !== undefined && fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'realtimeInputConfig'],\n      realtimeInputConfigToVertex(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (parentObject !== undefined && fromContextWindowCompression != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'contextWindowCompression'],\n      contextWindowCompressionConfigToVertex(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (parentObject !== undefined && fromProactivity != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'proactivity'],\n      proactivityConfigToVertex(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      liveConnectConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      liveConnectConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function activityStartToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityStartToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityEndToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityEndToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveSendRealtimeInputParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveSendRealtimeInputParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMedia = common.getValueByPath(fromObject, ['media']);\n  if (fromMedia != null) {\n    common.setValueByPath(\n      toObject,\n      ['mediaChunks'],\n      t.tBlobs(apiClient, fromMedia),\n    );\n  }\n\n  const fromAudio = common.getValueByPath(fromObject, ['audio']);\n  if (fromAudio != null) {\n    common.setValueByPath(\n      toObject,\n      ['audio'],\n      t.tAudioBlob(apiClient, fromAudio),\n    );\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  const fromVideo = common.getValueByPath(fromObject, ['video']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      t.tImageBlob(apiClient, fromVideo),\n    );\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToMldev());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToMldev());\n  }\n\n  return toObject;\n}\n\nexport function liveSendRealtimeInputParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveSendRealtimeInputParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMedia = common.getValueByPath(fromObject, ['media']);\n  if (fromMedia != null) {\n    common.setValueByPath(\n      toObject,\n      ['mediaChunks'],\n      t.tBlobs(apiClient, fromMedia),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['audio']) !== undefined) {\n    throw new Error('audio parameter is not supported in Vertex AI.');\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  if (common.getValueByPath(fromObject, ['video']) !== undefined) {\n    throw new Error('video parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToVertex());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToVertex());\n  }\n\n  return toObject;\n}\n\nexport function liveClientSetupToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (fromGenerationConfig != null) {\n    common.setValueByPath(toObject, ['generationConfig'], fromGenerationConfig);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (fromSystemInstruction != null) {\n    common.setValueByPath(\n      toObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(toObject, ['tools'], transformedList);\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInputConfig'],\n      realtimeInputConfigToMldev(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (fromSessionResumption != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumption'],\n      sessionResumptionConfigToMldev(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (fromContextWindowCompression != null) {\n    common.setValueByPath(\n      toObject,\n      ['contextWindowCompression'],\n      contextWindowCompressionConfigToMldev(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (fromProactivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['proactivity'],\n      proactivityConfigToMldev(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientSetupToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (fromGenerationConfig != null) {\n    common.setValueByPath(toObject, ['generationConfig'], fromGenerationConfig);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (fromSystemInstruction != null) {\n    common.setValueByPath(\n      toObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(toObject, ['tools'], transformedList);\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInputConfig'],\n      realtimeInputConfigToVertex(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (fromSessionResumption != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumption'],\n      sessionResumptionConfigToVertex(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (fromContextWindowCompression != null) {\n    common.setValueByPath(\n      toObject,\n      ['contextWindowCompression'],\n      contextWindowCompressionConfigToVertex(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (fromProactivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['proactivity'],\n      proactivityConfigToVertex(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientContentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTurns = common.getValueByPath(fromObject, ['turns']);\n  if (fromTurns != null) {\n    let transformedList = fromTurns;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['turns'], transformedList);\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  return toObject;\n}\n\nexport function liveClientContentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTurns = common.getValueByPath(fromObject, ['turns']);\n  if (fromTurns != null) {\n    let transformedList = fromTurns;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['turns'], transformedList);\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  return toObject;\n}\n\nexport function liveClientRealtimeInputToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientRealtimeInput,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMediaChunks = common.getValueByPath(fromObject, ['mediaChunks']);\n  if (fromMediaChunks != null) {\n    common.setValueByPath(toObject, ['mediaChunks'], fromMediaChunks);\n  }\n\n  const fromAudio = common.getValueByPath(fromObject, ['audio']);\n  if (fromAudio != null) {\n    common.setValueByPath(toObject, ['audio'], fromAudio);\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  const fromVideo = common.getValueByPath(fromObject, ['video']);\n  if (fromVideo != null) {\n    common.setValueByPath(toObject, ['video'], fromVideo);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToMldev());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToMldev());\n  }\n\n  return toObject;\n}\n\nexport function liveClientRealtimeInputToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientRealtimeInput,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMediaChunks = common.getValueByPath(fromObject, ['mediaChunks']);\n  if (fromMediaChunks != null) {\n    common.setValueByPath(toObject, ['mediaChunks'], fromMediaChunks);\n  }\n\n  if (common.getValueByPath(fromObject, ['audio']) !== undefined) {\n    throw new Error('audio parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['audioStreamEnd']) !== undefined) {\n    throw new Error('audioStreamEnd parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['video']) !== undefined) {\n    throw new Error('video parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToVertex());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToVertex());\n  }\n\n  return toObject;\n}\n\nexport function functionResponseToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWillContinue = common.getValueByPath(fromObject, ['willContinue']);\n  if (fromWillContinue != null) {\n    common.setValueByPath(toObject, ['willContinue'], fromWillContinue);\n  }\n\n  const fromScheduling = common.getValueByPath(fromObject, ['scheduling']);\n  if (fromScheduling != null) {\n    common.setValueByPath(toObject, ['scheduling'], fromScheduling);\n  }\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function functionResponseToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['willContinue']) !== undefined) {\n    throw new Error('willContinue parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['scheduling']) !== undefined) {\n    throw new Error('scheduling parameter is not supported in Vertex AI.');\n  }\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function liveClientToolResponseToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientToolResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionResponses = common.getValueByPath(fromObject, [\n    'functionResponses',\n  ]);\n  if (fromFunctionResponses != null) {\n    let transformedList = fromFunctionResponses;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionResponseToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionResponses'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveClientToolResponseToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientToolResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionResponses = common.getValueByPath(fromObject, [\n    'functionResponses',\n  ]);\n  if (fromFunctionResponses != null) {\n    let transformedList = fromFunctionResponses;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionResponseToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionResponses'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveClientMessageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveClientSetupToMldev(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveClientContentToMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromRealtimeInput = common.getValueByPath(fromObject, [\n    'realtimeInput',\n  ]);\n  if (fromRealtimeInput != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInput'],\n      liveClientRealtimeInputToMldev(apiClient, fromRealtimeInput),\n    );\n  }\n\n  const fromToolResponse = common.getValueByPath(fromObject, ['toolResponse']);\n  if (fromToolResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolResponse'],\n      liveClientToolResponseToMldev(apiClient, fromToolResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientMessageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveClientSetupToVertex(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveClientContentToVertex(apiClient, fromClientContent),\n    );\n  }\n\n  const fromRealtimeInput = common.getValueByPath(fromObject, [\n    'realtimeInput',\n  ]);\n  if (fromRealtimeInput != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInput'],\n      liveClientRealtimeInputToVertex(apiClient, fromRealtimeInput),\n    );\n  }\n\n  const fromToolResponse = common.getValueByPath(fromObject, ['toolResponse']);\n  if (fromToolResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolResponse'],\n      liveClientToolResponseToVertex(apiClient, fromToolResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicConnectParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['setup', 'model'], fromModel);\n  }\n\n  const fromCallbacks = common.getValueByPath(fromObject, ['callbacks']);\n  if (fromCallbacks != null) {\n    common.setValueByPath(toObject, ['callbacks'], fromCallbacks);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicConnectParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['model']) !== undefined) {\n    throw new Error('model parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['callbacks']) !== undefined) {\n    throw new Error('callbacks parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptToMldev(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromWeight = common.getValueByPath(fromObject, ['weight']);\n  if (fromWeight != null) {\n    common.setValueByPath(toObject, ['weight'], fromWeight);\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptToVertex(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['weight']) !== undefined) {\n    throw new Error('weight parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetWeightedPromptsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetWeightedPromptsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetWeightedPromptsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetWeightedPromptsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['weightedPrompts']) !== undefined) {\n    throw new Error('weightedPrompts parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromGuidance = common.getValueByPath(fromObject, ['guidance']);\n  if (fromGuidance != null) {\n    common.setValueByPath(toObject, ['guidance'], fromGuidance);\n  }\n\n  const fromBpm = common.getValueByPath(fromObject, ['bpm']);\n  if (fromBpm != null) {\n    common.setValueByPath(toObject, ['bpm'], fromBpm);\n  }\n\n  const fromDensity = common.getValueByPath(fromObject, ['density']);\n  if (fromDensity != null) {\n    common.setValueByPath(toObject, ['density'], fromDensity);\n  }\n\n  const fromBrightness = common.getValueByPath(fromObject, ['brightness']);\n  if (fromBrightness != null) {\n    common.setValueByPath(toObject, ['brightness'], fromBrightness);\n  }\n\n  const fromScale = common.getValueByPath(fromObject, ['scale']);\n  if (fromScale != null) {\n    common.setValueByPath(toObject, ['scale'], fromScale);\n  }\n\n  const fromMuteBass = common.getValueByPath(fromObject, ['muteBass']);\n  if (fromMuteBass != null) {\n    common.setValueByPath(toObject, ['muteBass'], fromMuteBass);\n  }\n\n  const fromMuteDrums = common.getValueByPath(fromObject, ['muteDrums']);\n  if (fromMuteDrums != null) {\n    common.setValueByPath(toObject, ['muteDrums'], fromMuteDrums);\n  }\n\n  const fromOnlyBassAndDrums = common.getValueByPath(fromObject, [\n    'onlyBassAndDrums',\n  ]);\n  if (fromOnlyBassAndDrums != null) {\n    common.setValueByPath(toObject, ['onlyBassAndDrums'], fromOnlyBassAndDrums);\n  }\n\n  const fromMusicGenerationMode = common.getValueByPath(fromObject, [\n    'musicGenerationMode',\n  ]);\n  if (fromMusicGenerationMode != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationMode'],\n      fromMusicGenerationMode,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['temperature']) !== undefined) {\n    throw new Error('temperature parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['topK']) !== undefined) {\n    throw new Error('topK parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['guidance']) !== undefined) {\n    throw new Error('guidance parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['bpm']) !== undefined) {\n    throw new Error('bpm parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['density']) !== undefined) {\n    throw new Error('density parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['brightness']) !== undefined) {\n    throw new Error('brightness parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['scale']) !== undefined) {\n    throw new Error('scale parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['muteBass']) !== undefined) {\n    throw new Error('muteBass parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['muteDrums']) !== undefined) {\n    throw new Error('muteDrums parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['onlyBassAndDrums']) !== undefined) {\n    throw new Error(\n      'onlyBassAndDrums parameter is not supported in Vertex AI.',\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationMode']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationMode parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetConfigParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetConfigParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigToMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetConfigParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetConfigParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationConfig']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientSetupToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientSetupToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['model']) !== undefined) {\n    throw new Error('model parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['weightedPrompts']) !== undefined) {\n    throw new Error('weightedPrompts parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientMessageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveMusicClientSetupToMldev(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentToMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigToMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  const fromPlaybackControl = common.getValueByPath(fromObject, [\n    'playbackControl',\n  ]);\n  if (fromPlaybackControl != null) {\n    common.setValueByPath(toObject, ['playbackControl'], fromPlaybackControl);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientMessageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['setup']) !== undefined) {\n    throw new Error('setup parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['clientContent']) !== undefined) {\n    throw new Error('clientContent parameter is not supported in Vertex AI.');\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationConfig']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['playbackControl']) !== undefined) {\n    throw new Error('playbackControl parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveServerSetupCompleteFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveServerSetupCompleteFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function videoMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function blobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function partFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function contentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function transcriptionFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Transcription,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFinished = common.getValueByPath(fromObject, ['finished']);\n  if (fromFinished != null) {\n    common.setValueByPath(toObject, ['finished'], fromFinished);\n  }\n\n  return toObject;\n}\n\nexport function transcriptionFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Transcription,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFinished = common.getValueByPath(fromObject, ['finished']);\n  if (fromFinished != null) {\n    common.setValueByPath(toObject, ['finished'], fromFinished);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModelTurn = common.getValueByPath(fromObject, ['modelTurn']);\n  if (fromModelTurn != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelTurn'],\n      contentFromMldev(apiClient, fromModelTurn),\n    );\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  const fromInterrupted = common.getValueByPath(fromObject, ['interrupted']);\n  if (fromInterrupted != null) {\n    common.setValueByPath(toObject, ['interrupted'], fromInterrupted);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromGenerationComplete = common.getValueByPath(fromObject, [\n    'generationComplete',\n  ]);\n  if (fromGenerationComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationComplete'],\n      fromGenerationComplete,\n    );\n  }\n\n  const fromInputTranscription = common.getValueByPath(fromObject, [\n    'inputTranscription',\n  ]);\n  if (fromInputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputTranscription'],\n      transcriptionFromMldev(apiClient, fromInputTranscription),\n    );\n  }\n\n  const fromOutputTranscription = common.getValueByPath(fromObject, [\n    'outputTranscription',\n  ]);\n  if (fromOutputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputTranscription'],\n      transcriptionFromMldev(apiClient, fromOutputTranscription),\n    );\n  }\n\n  const fromUrlContextMetadata = common.getValueByPath(fromObject, [\n    'urlContextMetadata',\n  ]);\n  if (fromUrlContextMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlContextMetadata'],\n      urlContextMetadataFromMldev(apiClient, fromUrlContextMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerContentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModelTurn = common.getValueByPath(fromObject, ['modelTurn']);\n  if (fromModelTurn != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelTurn'],\n      contentFromVertex(apiClient, fromModelTurn),\n    );\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  const fromInterrupted = common.getValueByPath(fromObject, ['interrupted']);\n  if (fromInterrupted != null) {\n    common.setValueByPath(toObject, ['interrupted'], fromInterrupted);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromGenerationComplete = common.getValueByPath(fromObject, [\n    'generationComplete',\n  ]);\n  if (fromGenerationComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationComplete'],\n      fromGenerationComplete,\n    );\n  }\n\n  const fromInputTranscription = common.getValueByPath(fromObject, [\n    'inputTranscription',\n  ]);\n  if (fromInputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputTranscription'],\n      transcriptionFromVertex(apiClient, fromInputTranscription),\n    );\n  }\n\n  const fromOutputTranscription = common.getValueByPath(fromObject, [\n    'outputTranscription',\n  ]);\n  if (fromOutputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputTranscription'],\n      transcriptionFromVertex(apiClient, fromOutputTranscription),\n    );\n  }\n\n  return toObject;\n}\n\nexport function functionCallFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromArgs = common.getValueByPath(fromObject, ['args']);\n  if (fromArgs != null) {\n    common.setValueByPath(toObject, ['args'], fromArgs);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  return toObject;\n}\n\nexport function functionCallFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromArgs = common.getValueByPath(fromObject, ['args']);\n  if (fromArgs != null) {\n    common.setValueByPath(toObject, ['args'], fromArgs);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCalls = common.getValueByPath(fromObject, [\n    'functionCalls',\n  ]);\n  if (fromFunctionCalls != null) {\n    let transformedList = fromFunctionCalls;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionCallFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionCalls'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCalls = common.getValueByPath(fromObject, [\n    'functionCalls',\n  ]);\n  if (fromFunctionCalls != null) {\n    let transformedList = fromFunctionCalls;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionCallFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionCalls'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallCancellationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCallCancellation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIds = common.getValueByPath(fromObject, ['ids']);\n  if (fromIds != null) {\n    common.setValueByPath(toObject, ['ids'], fromIds);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallCancellationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCallCancellation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIds = common.getValueByPath(fromObject, ['ids']);\n  if (fromIds != null) {\n    common.setValueByPath(toObject, ['ids'], fromIds);\n  }\n\n  return toObject;\n}\n\nexport function modalityTokenCountFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ModalityTokenCount,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModality = common.getValueByPath(fromObject, ['modality']);\n  if (fromModality != null) {\n    common.setValueByPath(toObject, ['modality'], fromModality);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function modalityTokenCountFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ModalityTokenCount,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModality = common.getValueByPath(fromObject, ['modality']);\n  if (fromModality != null) {\n    common.setValueByPath(toObject, ['modality'], fromModality);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function usageMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UsageMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPromptTokenCount = common.getValueByPath(fromObject, [\n    'promptTokenCount',\n  ]);\n  if (fromPromptTokenCount != null) {\n    common.setValueByPath(toObject, ['promptTokenCount'], fromPromptTokenCount);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  const fromResponseTokenCount = common.getValueByPath(fromObject, [\n    'responseTokenCount',\n  ]);\n  if (fromResponseTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseTokenCount'],\n      fromResponseTokenCount,\n    );\n  }\n\n  const fromToolUsePromptTokenCount = common.getValueByPath(fromObject, [\n    'toolUsePromptTokenCount',\n  ]);\n  if (fromToolUsePromptTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokenCount'],\n      fromToolUsePromptTokenCount,\n    );\n  }\n\n  const fromThoughtsTokenCount = common.getValueByPath(fromObject, [\n    'thoughtsTokenCount',\n  ]);\n  if (fromThoughtsTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['thoughtsTokenCount'],\n      fromThoughtsTokenCount,\n    );\n  }\n\n  const fromTotalTokenCount = common.getValueByPath(fromObject, [\n    'totalTokenCount',\n  ]);\n  if (fromTotalTokenCount != null) {\n    common.setValueByPath(toObject, ['totalTokenCount'], fromTotalTokenCount);\n  }\n\n  const fromPromptTokensDetails = common.getValueByPath(fromObject, [\n    'promptTokensDetails',\n  ]);\n  if (fromPromptTokensDetails != null) {\n    let transformedList = fromPromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['promptTokensDetails'], transformedList);\n  }\n\n  const fromCacheTokensDetails = common.getValueByPath(fromObject, [\n    'cacheTokensDetails',\n  ]);\n  if (fromCacheTokensDetails != null) {\n    let transformedList = fromCacheTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cacheTokensDetails'], transformedList);\n  }\n\n  const fromResponseTokensDetails = common.getValueByPath(fromObject, [\n    'responseTokensDetails',\n  ]);\n  if (fromResponseTokensDetails != null) {\n    let transformedList = fromResponseTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['responseTokensDetails'], transformedList);\n  }\n\n  const fromToolUsePromptTokensDetails = common.getValueByPath(fromObject, [\n    'toolUsePromptTokensDetails',\n  ]);\n  if (fromToolUsePromptTokensDetails != null) {\n    let transformedList = fromToolUsePromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokensDetails'],\n      transformedList,\n    );\n  }\n\n  return toObject;\n}\n\nexport function usageMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UsageMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPromptTokenCount = common.getValueByPath(fromObject, [\n    'promptTokenCount',\n  ]);\n  if (fromPromptTokenCount != null) {\n    common.setValueByPath(toObject, ['promptTokenCount'], fromPromptTokenCount);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  const fromResponseTokenCount = common.getValueByPath(fromObject, [\n    'candidatesTokenCount',\n  ]);\n  if (fromResponseTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseTokenCount'],\n      fromResponseTokenCount,\n    );\n  }\n\n  const fromToolUsePromptTokenCount = common.getValueByPath(fromObject, [\n    'toolUsePromptTokenCount',\n  ]);\n  if (fromToolUsePromptTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokenCount'],\n      fromToolUsePromptTokenCount,\n    );\n  }\n\n  const fromThoughtsTokenCount = common.getValueByPath(fromObject, [\n    'thoughtsTokenCount',\n  ]);\n  if (fromThoughtsTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['thoughtsTokenCount'],\n      fromThoughtsTokenCount,\n    );\n  }\n\n  const fromTotalTokenCount = common.getValueByPath(fromObject, [\n    'totalTokenCount',\n  ]);\n  if (fromTotalTokenCount != null) {\n    common.setValueByPath(toObject, ['totalTokenCount'], fromTotalTokenCount);\n  }\n\n  const fromPromptTokensDetails = common.getValueByPath(fromObject, [\n    'promptTokensDetails',\n  ]);\n  if (fromPromptTokensDetails != null) {\n    let transformedList = fromPromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['promptTokensDetails'], transformedList);\n  }\n\n  const fromCacheTokensDetails = common.getValueByPath(fromObject, [\n    'cacheTokensDetails',\n  ]);\n  if (fromCacheTokensDetails != null) {\n    let transformedList = fromCacheTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cacheTokensDetails'], transformedList);\n  }\n\n  const fromResponseTokensDetails = common.getValueByPath(fromObject, [\n    'candidatesTokensDetails',\n  ]);\n  if (fromResponseTokensDetails != null) {\n    let transformedList = fromResponseTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['responseTokensDetails'], transformedList);\n  }\n\n  const fromToolUsePromptTokensDetails = common.getValueByPath(fromObject, [\n    'toolUsePromptTokensDetails',\n  ]);\n  if (fromToolUsePromptTokensDetails != null) {\n    let transformedList = fromToolUsePromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokensDetails'],\n      transformedList,\n    );\n  }\n\n  const fromTrafficType = common.getValueByPath(fromObject, ['trafficType']);\n  if (fromTrafficType != null) {\n    common.setValueByPath(toObject, ['trafficType'], fromTrafficType);\n  }\n\n  return toObject;\n}\n\nexport function liveServerGoAwayFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerGoAway,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeLeft = common.getValueByPath(fromObject, ['timeLeft']);\n  if (fromTimeLeft != null) {\n    common.setValueByPath(toObject, ['timeLeft'], fromTimeLeft);\n  }\n\n  return toObject;\n}\n\nexport function liveServerGoAwayFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerGoAway,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeLeft = common.getValueByPath(fromObject, ['timeLeft']);\n  if (fromTimeLeft != null) {\n    common.setValueByPath(toObject, ['timeLeft'], fromTimeLeft);\n  }\n\n  return toObject;\n}\n\nexport function liveServerSessionResumptionUpdateFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerSessionResumptionUpdate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNewHandle = common.getValueByPath(fromObject, ['newHandle']);\n  if (fromNewHandle != null) {\n    common.setValueByPath(toObject, ['newHandle'], fromNewHandle);\n  }\n\n  const fromResumable = common.getValueByPath(fromObject, ['resumable']);\n  if (fromResumable != null) {\n    common.setValueByPath(toObject, ['resumable'], fromResumable);\n  }\n\n  const fromLastConsumedClientMessageIndex = common.getValueByPath(fromObject, [\n    'lastConsumedClientMessageIndex',\n  ]);\n  if (fromLastConsumedClientMessageIndex != null) {\n    common.setValueByPath(\n      toObject,\n      ['lastConsumedClientMessageIndex'],\n      fromLastConsumedClientMessageIndex,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerSessionResumptionUpdateFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerSessionResumptionUpdate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNewHandle = common.getValueByPath(fromObject, ['newHandle']);\n  if (fromNewHandle != null) {\n    common.setValueByPath(toObject, ['newHandle'], fromNewHandle);\n  }\n\n  const fromResumable = common.getValueByPath(fromObject, ['resumable']);\n  if (fromResumable != null) {\n    common.setValueByPath(toObject, ['resumable'], fromResumable);\n  }\n\n  const fromLastConsumedClientMessageIndex = common.getValueByPath(fromObject, [\n    'lastConsumedClientMessageIndex',\n  ]);\n  if (fromLastConsumedClientMessageIndex != null) {\n    common.setValueByPath(\n      toObject,\n      ['lastConsumedClientMessageIndex'],\n      fromLastConsumedClientMessageIndex,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerMessageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveServerSetupCompleteFromMldev(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveServerContentFromMldev(apiClient, fromServerContent),\n    );\n  }\n\n  const fromToolCall = common.getValueByPath(fromObject, ['toolCall']);\n  if (fromToolCall != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCall'],\n      liveServerToolCallFromMldev(apiClient, fromToolCall),\n    );\n  }\n\n  const fromToolCallCancellation = common.getValueByPath(fromObject, [\n    'toolCallCancellation',\n  ]);\n  if (fromToolCallCancellation != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCallCancellation'],\n      liveServerToolCallCancellationFromMldev(\n        apiClient,\n        fromToolCallCancellation,\n      ),\n    );\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['usageMetadata'],\n      usageMetadataFromMldev(apiClient, fromUsageMetadata),\n    );\n  }\n\n  const fromGoAway = common.getValueByPath(fromObject, ['goAway']);\n  if (fromGoAway != null) {\n    common.setValueByPath(\n      toObject,\n      ['goAway'],\n      liveServerGoAwayFromMldev(apiClient, fromGoAway),\n    );\n  }\n\n  const fromSessionResumptionUpdate = common.getValueByPath(fromObject, [\n    'sessionResumptionUpdate',\n  ]);\n  if (fromSessionResumptionUpdate != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumptionUpdate'],\n      liveServerSessionResumptionUpdateFromMldev(\n        apiClient,\n        fromSessionResumptionUpdate,\n      ),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerMessageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveServerSetupCompleteFromVertex(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveServerContentFromVertex(apiClient, fromServerContent),\n    );\n  }\n\n  const fromToolCall = common.getValueByPath(fromObject, ['toolCall']);\n  if (fromToolCall != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCall'],\n      liveServerToolCallFromVertex(apiClient, fromToolCall),\n    );\n  }\n\n  const fromToolCallCancellation = common.getValueByPath(fromObject, [\n    'toolCallCancellation',\n  ]);\n  if (fromToolCallCancellation != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCallCancellation'],\n      liveServerToolCallCancellationFromVertex(\n        apiClient,\n        fromToolCallCancellation,\n      ),\n    );\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['usageMetadata'],\n      usageMetadataFromVertex(apiClient, fromUsageMetadata),\n    );\n  }\n\n  const fromGoAway = common.getValueByPath(fromObject, ['goAway']);\n  if (fromGoAway != null) {\n    common.setValueByPath(\n      toObject,\n      ['goAway'],\n      liveServerGoAwayFromVertex(apiClient, fromGoAway),\n    );\n  }\n\n  const fromSessionResumptionUpdate = common.getValueByPath(fromObject, [\n    'sessionResumptionUpdate',\n  ]);\n  if (fromSessionResumptionUpdate != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumptionUpdate'],\n      liveServerSessionResumptionUpdateFromVertex(\n        apiClient,\n        fromSessionResumptionUpdate,\n      ),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerSetupCompleteFromMldev(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerSetupCompleteFromVertex(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function weightedPromptFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromWeight = common.getValueByPath(fromObject, ['weight']);\n  if (fromWeight != null) {\n    common.setValueByPath(toObject, ['weight'], fromWeight);\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicClientContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromGuidance = common.getValueByPath(fromObject, ['guidance']);\n  if (fromGuidance != null) {\n    common.setValueByPath(toObject, ['guidance'], fromGuidance);\n  }\n\n  const fromBpm = common.getValueByPath(fromObject, ['bpm']);\n  if (fromBpm != null) {\n    common.setValueByPath(toObject, ['bpm'], fromBpm);\n  }\n\n  const fromDensity = common.getValueByPath(fromObject, ['density']);\n  if (fromDensity != null) {\n    common.setValueByPath(toObject, ['density'], fromDensity);\n  }\n\n  const fromBrightness = common.getValueByPath(fromObject, ['brightness']);\n  if (fromBrightness != null) {\n    common.setValueByPath(toObject, ['brightness'], fromBrightness);\n  }\n\n  const fromScale = common.getValueByPath(fromObject, ['scale']);\n  if (fromScale != null) {\n    common.setValueByPath(toObject, ['scale'], fromScale);\n  }\n\n  const fromMuteBass = common.getValueByPath(fromObject, ['muteBass']);\n  if (fromMuteBass != null) {\n    common.setValueByPath(toObject, ['muteBass'], fromMuteBass);\n  }\n\n  const fromMuteDrums = common.getValueByPath(fromObject, ['muteDrums']);\n  if (fromMuteDrums != null) {\n    common.setValueByPath(toObject, ['muteDrums'], fromMuteDrums);\n  }\n\n  const fromOnlyBassAndDrums = common.getValueByPath(fromObject, [\n    'onlyBassAndDrums',\n  ]);\n  if (fromOnlyBassAndDrums != null) {\n    common.setValueByPath(toObject, ['onlyBassAndDrums'], fromOnlyBassAndDrums);\n  }\n\n  const fromMusicGenerationMode = common.getValueByPath(fromObject, [\n    'musicGenerationMode',\n  ]);\n  if (fromMusicGenerationMode != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationMode'],\n      fromMusicGenerationMode,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicSourceMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSourceMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentFromMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigFromMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSourceMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSourceMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentFromVertex(),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigFromVertex(),\n    );\n  }\n\n  return toObject;\n}\n\nexport function audioChunkFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.AudioChunk,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSourceMetadata = common.getValueByPath(fromObject, [\n    'sourceMetadata',\n  ]);\n  if (fromSourceMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['sourceMetadata'],\n      liveMusicSourceMetadataFromMldev(apiClient, fromSourceMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function audioChunkFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAudioChunks = common.getValueByPath(fromObject, ['audioChunks']);\n  if (fromAudioChunks != null) {\n    let transformedList = fromAudioChunks;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return audioChunkFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['audioChunks'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerContentFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicFilteredPromptFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicFilteredPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFilteredReason = common.getValueByPath(fromObject, [\n    'filteredReason',\n  ]);\n  if (fromFilteredReason != null) {\n    common.setValueByPath(toObject, ['filteredReason'], fromFilteredReason);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicFilteredPromptFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerMessageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveMusicServerSetupCompleteFromMldev(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveMusicServerContentFromMldev(apiClient, fromServerContent),\n    );\n  }\n\n  const fromFilteredPrompt = common.getValueByPath(fromObject, [\n    'filteredPrompt',\n  ]);\n  if (fromFilteredPrompt != null) {\n    common.setValueByPath(\n      toObject,\n      ['filteredPrompt'],\n      liveMusicFilteredPromptFromMldev(apiClient, fromFilteredPrompt),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerMessageFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as _internal_types from '../_internal_types.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function modelSelectionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ModelSelectionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['featureSelectionPreference']) !==\n    undefined\n  ) {\n    throw new Error(\n      'featureSelectionPreference parameter is not supported in Gemini API.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function safetySettingToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SafetySetting,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['method']) !== undefined) {\n    throw new Error('method parameter is not supported in Gemini API.');\n  }\n\n  const fromCategory = common.getValueByPath(fromObject, ['category']);\n  if (fromCategory != null) {\n    common.setValueByPath(toObject, ['category'], fromCategory);\n  }\n\n  const fromThreshold = common.getValueByPath(fromObject, ['threshold']);\n  if (fromThreshold != null) {\n    common.setValueByPath(toObject, ['threshold'], fromThreshold);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToMldev(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToMldev(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToMldev(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToMldev(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeaker = common.getValueByPath(fromObject, ['speaker']);\n  if (fromSpeaker != null) {\n    common.setValueByPath(toObject, ['speaker'], fromSpeaker);\n  }\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeakerVoiceConfigs = common.getValueByPath(fromObject, [\n    'speakerVoiceConfigs',\n  ]);\n  if (fromSpeakerVoiceConfigs != null) {\n    let transformedList = fromSpeakerVoiceConfigs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return speakerVoiceConfigToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['speakerVoiceConfigs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  const fromMultiSpeakerVoiceConfig = common.getValueByPath(fromObject, [\n    'multiSpeakerVoiceConfig',\n  ]);\n  if (fromMultiSpeakerVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['multiSpeakerVoiceConfig'],\n      multiSpeakerVoiceConfigToMldev(apiClient, fromMultiSpeakerVoiceConfig),\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function thinkingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ThinkingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeThoughts = common.getValueByPath(fromObject, [\n    'includeThoughts',\n  ]);\n  if (fromIncludeThoughts != null) {\n    common.setValueByPath(toObject, ['includeThoughts'], fromIncludeThoughts);\n  }\n\n  const fromThinkingBudget = common.getValueByPath(fromObject, [\n    'thinkingBudget',\n  ]);\n  if (fromThinkingBudget != null) {\n    common.setValueByPath(toObject, ['thinkingBudget'], fromThinkingBudget);\n  }\n\n  return toObject;\n}\n\nexport function generateContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (fromTopP != null) {\n    common.setValueByPath(toObject, ['topP'], fromTopP);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromCandidateCount = common.getValueByPath(fromObject, [\n    'candidateCount',\n  ]);\n  if (fromCandidateCount != null) {\n    common.setValueByPath(toObject, ['candidateCount'], fromCandidateCount);\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (fromMaxOutputTokens != null) {\n    common.setValueByPath(toObject, ['maxOutputTokens'], fromMaxOutputTokens);\n  }\n\n  const fromStopSequences = common.getValueByPath(fromObject, [\n    'stopSequences',\n  ]);\n  if (fromStopSequences != null) {\n    common.setValueByPath(toObject, ['stopSequences'], fromStopSequences);\n  }\n\n  const fromResponseLogprobs = common.getValueByPath(fromObject, [\n    'responseLogprobs',\n  ]);\n  if (fromResponseLogprobs != null) {\n    common.setValueByPath(toObject, ['responseLogprobs'], fromResponseLogprobs);\n  }\n\n  const fromLogprobs = common.getValueByPath(fromObject, ['logprobs']);\n  if (fromLogprobs != null) {\n    common.setValueByPath(toObject, ['logprobs'], fromLogprobs);\n  }\n\n  const fromPresencePenalty = common.getValueByPath(fromObject, [\n    'presencePenalty',\n  ]);\n  if (fromPresencePenalty != null) {\n    common.setValueByPath(toObject, ['presencePenalty'], fromPresencePenalty);\n  }\n\n  const fromFrequencyPenalty = common.getValueByPath(fromObject, [\n    'frequencyPenalty',\n  ]);\n  if (fromFrequencyPenalty != null) {\n    common.setValueByPath(toObject, ['frequencyPenalty'], fromFrequencyPenalty);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromResponseMimeType = common.getValueByPath(fromObject, [\n    'responseMimeType',\n  ]);\n  if (fromResponseMimeType != null) {\n    common.setValueByPath(toObject, ['responseMimeType'], fromResponseMimeType);\n  }\n\n  const fromResponseSchema = common.getValueByPath(fromObject, [\n    'responseSchema',\n  ]);\n  if (fromResponseSchema != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseSchema'],\n      t.tSchema(apiClient, fromResponseSchema),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['routingConfig']) !== undefined) {\n    throw new Error('routingConfig parameter is not supported in Gemini API.');\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['modelSelectionConfig']) !== undefined\n  ) {\n    throw new Error(\n      'modelSelectionConfig parameter is not supported in Gemini API.',\n    );\n  }\n\n  const fromSafetySettings = common.getValueByPath(fromObject, [\n    'safetySettings',\n  ]);\n  if (parentObject !== undefined && fromSafetySettings != null) {\n    let transformedList = fromSafetySettings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return safetySettingToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['safetySettings'], transformedList);\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToMldev(apiClient, fromToolConfig),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['labels']) !== undefined) {\n    throw new Error('labels parameter is not supported in Gemini API.');\n  }\n\n  const fromCachedContent = common.getValueByPath(fromObject, [\n    'cachedContent',\n  ]);\n  if (parentObject !== undefined && fromCachedContent != null) {\n    common.setValueByPath(\n      parentObject,\n      ['cachedContent'],\n      t.tCachedContentName(apiClient, fromCachedContent),\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (fromResponseModalities != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (fromMediaResolution != null) {\n    common.setValueByPath(toObject, ['mediaResolution'], fromMediaResolution);\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (fromSpeechConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['speechConfig'],\n      speechConfigToMldev(\n        apiClient,\n        t.tSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['audioTimestamp']) !== undefined) {\n    throw new Error('audioTimestamp parameter is not supported in Gemini API.');\n  }\n\n  const fromThinkingConfig = common.getValueByPath(fromObject, [\n    'thinkingConfig',\n  ]);\n  if (fromThinkingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['thinkingConfig'],\n      thinkingConfigToMldev(apiClient, fromThinkingConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationConfig'],\n      generateContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTaskType = common.getValueByPath(fromObject, ['taskType']);\n  if (parentObject !== undefined && fromTaskType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['requests[]', 'taskType'],\n      fromTaskType,\n    );\n  }\n\n  const fromTitle = common.getValueByPath(fromObject, ['title']);\n  if (parentObject !== undefined && fromTitle != null) {\n    common.setValueByPath(parentObject, ['requests[]', 'title'], fromTitle);\n  }\n\n  const fromOutputDimensionality = common.getValueByPath(fromObject, [\n    'outputDimensionality',\n  ]);\n  if (parentObject !== undefined && fromOutputDimensionality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['requests[]', 'outputDimensionality'],\n      fromOutputDimensionality,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['mimeType']) !== undefined) {\n    throw new Error('mimeType parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['autoTruncate']) !== undefined) {\n    throw new Error('autoTruncate parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function embedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    common.setValueByPath(\n      toObject,\n      ['requests[]', 'content'],\n      t.tContentsForEmbed(apiClient, fromContents),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      embedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  const fromModelForEmbedContent = common.getValueByPath(fromObject, ['model']);\n  if (fromModelForEmbedContent !== undefined) {\n    common.setValueByPath(\n      toObject,\n      ['requests[]', 'model'],\n      t.tModel(apiClient, fromModelForEmbedContent),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['outputGcsUri']) !== undefined) {\n    throw new Error('outputGcsUri parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['negativePrompt']) !== undefined) {\n    throw new Error('negativePrompt parameter is not supported in Gemini API.');\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Gemini API.');\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['addWatermark']) !== undefined) {\n    throw new Error('addWatermark parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['enhancePrompt']) !== undefined) {\n    throw new Error('enhancePrompt parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function generateImagesParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateImagesConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listModelsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  const fromQueryBase = common.getValueByPath(fromObject, ['queryBase']);\n  if (parentObject !== undefined && fromQueryBase != null) {\n    common.setValueByPath(\n      parentObject,\n      ['_url', 'models_url'],\n      t.tModelsUrl(apiClient, fromQueryBase),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listModelsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listModelsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (parentObject !== undefined && fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      parentObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateModelConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function deleteModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function countTokensConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['systemInstruction']) !== undefined) {\n    throw new Error(\n      'systemInstruction parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['tools']) !== undefined) {\n    throw new Error('tools parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['generationConfig']) !== undefined) {\n    throw new Error(\n      'generationConfig parameter is not supported in Gemini API.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function countTokensParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      countTokensConfigToMldev(apiClient, fromConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, ['imageBytes']);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['bytesBase64Encoded'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generateVideosConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNumberOfVideos = common.getValueByPath(fromObject, [\n    'numberOfVideos',\n  ]);\n  if (parentObject !== undefined && fromNumberOfVideos != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfVideos,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['outputGcsUri']) !== undefined) {\n    throw new Error('outputGcsUri parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['fps']) !== undefined) {\n    throw new Error('fps parameter is not supported in Gemini API.');\n  }\n\n  const fromDurationSeconds = common.getValueByPath(fromObject, [\n    'durationSeconds',\n  ]);\n  if (parentObject !== undefined && fromDurationSeconds != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'durationSeconds'],\n      fromDurationSeconds,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Gemini API.');\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['resolution']) !== undefined) {\n    throw new Error('resolution parameter is not supported in Gemini API.');\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['pubsubTopic']) !== undefined) {\n    throw new Error('pubsubTopic parameter is not supported in Gemini API.');\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['enhancePrompt']) !== undefined) {\n    throw new Error('enhancePrompt parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function generateVideosParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToMldev(apiClient, fromImage),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateVideosConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function modelSelectionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ModelSelectionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFeatureSelectionPreference = common.getValueByPath(fromObject, [\n    'featureSelectionPreference',\n  ]);\n  if (fromFeatureSelectionPreference != null) {\n    common.setValueByPath(\n      toObject,\n      ['featureSelectionPreference'],\n      fromFeatureSelectionPreference,\n    );\n  }\n\n  return toObject;\n}\n\nexport function safetySettingToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SafetySetting,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMethod = common.getValueByPath(fromObject, ['method']);\n  if (fromMethod != null) {\n    common.setValueByPath(toObject, ['method'], fromMethod);\n  }\n\n  const fromCategory = common.getValueByPath(fromObject, ['category']);\n  if (fromCategory != null) {\n    common.setValueByPath(toObject, ['category'], fromCategory);\n  }\n\n  const fromThreshold = common.getValueByPath(fromObject, ['threshold']);\n  if (fromThreshold != null) {\n    common.setValueByPath(toObject, ['threshold'], fromThreshold);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToVertex(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToVertex(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToVertex(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToVertex(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['speaker']) !== undefined) {\n    throw new Error('speaker parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['voiceConfig']) !== undefined) {\n    throw new Error('voiceConfig parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['speakerVoiceConfigs']) !== undefined\n  ) {\n    throw new Error(\n      'speakerVoiceConfigs parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToVertex(apiClient, fromVoiceConfig),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['multiSpeakerVoiceConfig']) !== undefined\n  ) {\n    throw new Error(\n      'multiSpeakerVoiceConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function thinkingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ThinkingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeThoughts = common.getValueByPath(fromObject, [\n    'includeThoughts',\n  ]);\n  if (fromIncludeThoughts != null) {\n    common.setValueByPath(toObject, ['includeThoughts'], fromIncludeThoughts);\n  }\n\n  const fromThinkingBudget = common.getValueByPath(fromObject, [\n    'thinkingBudget',\n  ]);\n  if (fromThinkingBudget != null) {\n    common.setValueByPath(toObject, ['thinkingBudget'], fromThinkingBudget);\n  }\n\n  return toObject;\n}\n\nexport function generateContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (fromTopP != null) {\n    common.setValueByPath(toObject, ['topP'], fromTopP);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromCandidateCount = common.getValueByPath(fromObject, [\n    'candidateCount',\n  ]);\n  if (fromCandidateCount != null) {\n    common.setValueByPath(toObject, ['candidateCount'], fromCandidateCount);\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (fromMaxOutputTokens != null) {\n    common.setValueByPath(toObject, ['maxOutputTokens'], fromMaxOutputTokens);\n  }\n\n  const fromStopSequences = common.getValueByPath(fromObject, [\n    'stopSequences',\n  ]);\n  if (fromStopSequences != null) {\n    common.setValueByPath(toObject, ['stopSequences'], fromStopSequences);\n  }\n\n  const fromResponseLogprobs = common.getValueByPath(fromObject, [\n    'responseLogprobs',\n  ]);\n  if (fromResponseLogprobs != null) {\n    common.setValueByPath(toObject, ['responseLogprobs'], fromResponseLogprobs);\n  }\n\n  const fromLogprobs = common.getValueByPath(fromObject, ['logprobs']);\n  if (fromLogprobs != null) {\n    common.setValueByPath(toObject, ['logprobs'], fromLogprobs);\n  }\n\n  const fromPresencePenalty = common.getValueByPath(fromObject, [\n    'presencePenalty',\n  ]);\n  if (fromPresencePenalty != null) {\n    common.setValueByPath(toObject, ['presencePenalty'], fromPresencePenalty);\n  }\n\n  const fromFrequencyPenalty = common.getValueByPath(fromObject, [\n    'frequencyPenalty',\n  ]);\n  if (fromFrequencyPenalty != null) {\n    common.setValueByPath(toObject, ['frequencyPenalty'], fromFrequencyPenalty);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromResponseMimeType = common.getValueByPath(fromObject, [\n    'responseMimeType',\n  ]);\n  if (fromResponseMimeType != null) {\n    common.setValueByPath(toObject, ['responseMimeType'], fromResponseMimeType);\n  }\n\n  const fromResponseSchema = common.getValueByPath(fromObject, [\n    'responseSchema',\n  ]);\n  if (fromResponseSchema != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseSchema'],\n      t.tSchema(apiClient, fromResponseSchema),\n    );\n  }\n\n  const fromRoutingConfig = common.getValueByPath(fromObject, [\n    'routingConfig',\n  ]);\n  if (fromRoutingConfig != null) {\n    common.setValueByPath(toObject, ['routingConfig'], fromRoutingConfig);\n  }\n\n  const fromModelSelectionConfig = common.getValueByPath(fromObject, [\n    'modelSelectionConfig',\n  ]);\n  if (fromModelSelectionConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelConfig'],\n      modelSelectionConfigToVertex(apiClient, fromModelSelectionConfig),\n    );\n  }\n\n  const fromSafetySettings = common.getValueByPath(fromObject, [\n    'safetySettings',\n  ]);\n  if (parentObject !== undefined && fromSafetySettings != null) {\n    let transformedList = fromSafetySettings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return safetySettingToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['safetySettings'], transformedList);\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToVertex(apiClient, fromToolConfig),\n    );\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (parentObject !== undefined && fromLabels != null) {\n    common.setValueByPath(parentObject, ['labels'], fromLabels);\n  }\n\n  const fromCachedContent = common.getValueByPath(fromObject, [\n    'cachedContent',\n  ]);\n  if (parentObject !== undefined && fromCachedContent != null) {\n    common.setValueByPath(\n      parentObject,\n      ['cachedContent'],\n      t.tCachedContentName(apiClient, fromCachedContent),\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (fromResponseModalities != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (fromMediaResolution != null) {\n    common.setValueByPath(toObject, ['mediaResolution'], fromMediaResolution);\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (fromSpeechConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['speechConfig'],\n      speechConfigToVertex(\n        apiClient,\n        t.tSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromAudioTimestamp = common.getValueByPath(fromObject, [\n    'audioTimestamp',\n  ]);\n  if (fromAudioTimestamp != null) {\n    common.setValueByPath(toObject, ['audioTimestamp'], fromAudioTimestamp);\n  }\n\n  const fromThinkingConfig = common.getValueByPath(fromObject, [\n    'thinkingConfig',\n  ]);\n  if (fromThinkingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['thinkingConfig'],\n      thinkingConfigToVertex(apiClient, fromThinkingConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationConfig'],\n      generateContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTaskType = common.getValueByPath(fromObject, ['taskType']);\n  if (parentObject !== undefined && fromTaskType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['instances[]', 'task_type'],\n      fromTaskType,\n    );\n  }\n\n  const fromTitle = common.getValueByPath(fromObject, ['title']);\n  if (parentObject !== undefined && fromTitle != null) {\n    common.setValueByPath(parentObject, ['instances[]', 'title'], fromTitle);\n  }\n\n  const fromOutputDimensionality = common.getValueByPath(fromObject, [\n    'outputDimensionality',\n  ]);\n  if (parentObject !== undefined && fromOutputDimensionality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputDimensionality'],\n      fromOutputDimensionality,\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (parentObject !== undefined && fromMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['instances[]', 'mimeType'],\n      fromMimeType,\n    );\n  }\n\n  const fromAutoTruncate = common.getValueByPath(fromObject, ['autoTruncate']);\n  if (parentObject !== undefined && fromAutoTruncate != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'autoTruncate'],\n      fromAutoTruncate,\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[]', 'content'],\n      t.tContentsForEmbed(apiClient, fromContents),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      embedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromAddWatermark = common.getValueByPath(fromObject, ['addWatermark']);\n  if (parentObject !== undefined && fromAddWatermark != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'addWatermark'],\n      fromAddWatermark,\n    );\n  }\n\n  const fromEnhancePrompt = common.getValueByPath(fromObject, [\n    'enhancePrompt',\n  ]);\n  if (parentObject !== undefined && fromEnhancePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'enhancePrompt'],\n      fromEnhancePrompt,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateImagesConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['gcsUri'], fromGcsUri);\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, ['imageBytes']);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['bytesBase64Encoded'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function maskReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MaskReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMaskMode = common.getValueByPath(fromObject, ['maskMode']);\n  if (fromMaskMode != null) {\n    common.setValueByPath(toObject, ['maskMode'], fromMaskMode);\n  }\n\n  const fromSegmentationClasses = common.getValueByPath(fromObject, [\n    'segmentationClasses',\n  ]);\n  if (fromSegmentationClasses != null) {\n    common.setValueByPath(toObject, ['maskClasses'], fromSegmentationClasses);\n  }\n\n  const fromMaskDilation = common.getValueByPath(fromObject, ['maskDilation']);\n  if (fromMaskDilation != null) {\n    common.setValueByPath(toObject, ['dilation'], fromMaskDilation);\n  }\n\n  return toObject;\n}\n\nexport function controlReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ControlReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromControlType = common.getValueByPath(fromObject, ['controlType']);\n  if (fromControlType != null) {\n    common.setValueByPath(toObject, ['controlType'], fromControlType);\n  }\n\n  const fromEnableControlImageComputation = common.getValueByPath(fromObject, [\n    'enableControlImageComputation',\n  ]);\n  if (fromEnableControlImageComputation != null) {\n    common.setValueByPath(\n      toObject,\n      ['computeControl'],\n      fromEnableControlImageComputation,\n    );\n  }\n\n  return toObject;\n}\n\nexport function styleReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.StyleReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStyleDescription = common.getValueByPath(fromObject, [\n    'styleDescription',\n  ]);\n  if (fromStyleDescription != null) {\n    common.setValueByPath(toObject, ['styleDescription'], fromStyleDescription);\n  }\n\n  return toObject;\n}\n\nexport function subjectReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SubjectReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSubjectType = common.getValueByPath(fromObject, ['subjectType']);\n  if (fromSubjectType != null) {\n    common.setValueByPath(toObject, ['subjectType'], fromSubjectType);\n  }\n\n  const fromSubjectDescription = common.getValueByPath(fromObject, [\n    'subjectDescription',\n  ]);\n  if (fromSubjectDescription != null) {\n    common.setValueByPath(\n      toObject,\n      ['subjectDescription'],\n      fromSubjectDescription,\n    );\n  }\n\n  return toObject;\n}\n\nexport function referenceImageAPIInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.ReferenceImageAPIInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromReferenceImage = common.getValueByPath(fromObject, [\n    'referenceImage',\n  ]);\n  if (fromReferenceImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['referenceImage'],\n      imageToVertex(apiClient, fromReferenceImage),\n    );\n  }\n\n  const fromReferenceId = common.getValueByPath(fromObject, ['referenceId']);\n  if (fromReferenceId != null) {\n    common.setValueByPath(toObject, ['referenceId'], fromReferenceId);\n  }\n\n  const fromReferenceType = common.getValueByPath(fromObject, [\n    'referenceType',\n  ]);\n  if (fromReferenceType != null) {\n    common.setValueByPath(toObject, ['referenceType'], fromReferenceType);\n  }\n\n  const fromMaskImageConfig = common.getValueByPath(fromObject, [\n    'maskImageConfig',\n  ]);\n  if (fromMaskImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['maskImageConfig'],\n      maskReferenceConfigToVertex(apiClient, fromMaskImageConfig),\n    );\n  }\n\n  const fromControlImageConfig = common.getValueByPath(fromObject, [\n    'controlImageConfig',\n  ]);\n  if (fromControlImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['controlImageConfig'],\n      controlReferenceConfigToVertex(apiClient, fromControlImageConfig),\n    );\n  }\n\n  const fromStyleImageConfig = common.getValueByPath(fromObject, [\n    'styleImageConfig',\n  ]);\n  if (fromStyleImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['styleImageConfig'],\n      styleReferenceConfigToVertex(apiClient, fromStyleImageConfig),\n    );\n  }\n\n  const fromSubjectImageConfig = common.getValueByPath(fromObject, [\n    'subjectImageConfig',\n  ]);\n  if (fromSubjectImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['subjectImageConfig'],\n      subjectReferenceConfigToVertex(apiClient, fromSubjectImageConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EditImageConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromEditMode = common.getValueByPath(fromObject, ['editMode']);\n  if (parentObject !== undefined && fromEditMode != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'editMode'],\n      fromEditMode,\n    );\n  }\n\n  const fromBaseSteps = common.getValueByPath(fromObject, ['baseSteps']);\n  if (parentObject !== undefined && fromBaseSteps != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'editConfig', 'baseSteps'],\n      fromBaseSteps,\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageParametersInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.EditImageParametersInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromReferenceImages = common.getValueByPath(fromObject, [\n    'referenceImages',\n  ]);\n  if (fromReferenceImages != null) {\n    let transformedList = fromReferenceImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return referenceImageAPIInternalToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'referenceImages'],\n      transformedList,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      editImageConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageAPIConfigInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.UpscaleImageAPIConfigInternal,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (parentObject !== undefined && fromMode != null) {\n    common.setValueByPath(parentObject, ['parameters', 'mode'], fromMode);\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageAPIParametersInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.UpscaleImageAPIParametersInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromUpscaleFactor = common.getValueByPath(fromObject, [\n    'upscaleFactor',\n  ]);\n  if (fromUpscaleFactor != null) {\n    common.setValueByPath(\n      toObject,\n      ['parameters', 'upscaleConfig', 'upscaleFactor'],\n      fromUpscaleFactor,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      upscaleImageAPIConfigInternalToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listModelsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  const fromQueryBase = common.getValueByPath(fromObject, ['queryBase']);\n  if (parentObject !== undefined && fromQueryBase != null) {\n    common.setValueByPath(\n      parentObject,\n      ['_url', 'models_url'],\n      t.tModelsUrl(apiClient, fromQueryBase),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listModelsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listModelsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (parentObject !== undefined && fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      parentObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateModelConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function deleteModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DeleteModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function countTokensConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  return toObject;\n}\n\nexport function countTokensParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      countTokensConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function computeTokensParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ComputeTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function generateVideosConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNumberOfVideos = common.getValueByPath(fromObject, [\n    'numberOfVideos',\n  ]);\n  if (parentObject !== undefined && fromNumberOfVideos != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfVideos,\n    );\n  }\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (parentObject !== undefined && fromFps != null) {\n    common.setValueByPath(parentObject, ['parameters', 'fps'], fromFps);\n  }\n\n  const fromDurationSeconds = common.getValueByPath(fromObject, [\n    'durationSeconds',\n  ]);\n  if (parentObject !== undefined && fromDurationSeconds != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'durationSeconds'],\n      fromDurationSeconds,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromResolution = common.getValueByPath(fromObject, ['resolution']);\n  if (parentObject !== undefined && fromResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'resolution'],\n      fromResolution,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromPubsubTopic = common.getValueByPath(fromObject, ['pubsubTopic']);\n  if (parentObject !== undefined && fromPubsubTopic != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'pubsubTopic'],\n      fromPubsubTopic,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromEnhancePrompt = common.getValueByPath(fromObject, [\n    'enhancePrompt',\n  ]);\n  if (parentObject !== undefined && fromEnhancePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'enhancePrompt'],\n      fromEnhancePrompt,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateVideosConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function citationMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CitationMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCitations = common.getValueByPath(fromObject, ['citationSources']);\n  if (fromCitations != null) {\n    common.setValueByPath(toObject, ['citations'], fromCitations);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function candidateFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Candidate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromContent = common.getValueByPath(fromObject, ['content']);\n  if (fromContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['content'],\n      contentFromMldev(apiClient, fromContent),\n    );\n  }\n\n  const fromCitationMetadata = common.getValueByPath(fromObject, [\n    'citationMetadata',\n  ]);\n  if (fromCitationMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['citationMetadata'],\n      citationMetadataFromMldev(apiClient, fromCitationMetadata),\n    );\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  const fromFinishReason = common.getValueByPath(fromObject, ['finishReason']);\n  if (fromFinishReason != null) {\n    common.setValueByPath(toObject, ['finishReason'], fromFinishReason);\n  }\n\n  const fromUrlContextMetadata = common.getValueByPath(fromObject, [\n    'urlContextMetadata',\n  ]);\n  if (fromUrlContextMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlContextMetadata'],\n      urlContextMetadataFromMldev(apiClient, fromUrlContextMetadata),\n    );\n  }\n\n  const fromAvgLogprobs = common.getValueByPath(fromObject, ['avgLogprobs']);\n  if (fromAvgLogprobs != null) {\n    common.setValueByPath(toObject, ['avgLogprobs'], fromAvgLogprobs);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromIndex = common.getValueByPath(fromObject, ['index']);\n  if (fromIndex != null) {\n    common.setValueByPath(toObject, ['index'], fromIndex);\n  }\n\n  const fromLogprobsResult = common.getValueByPath(fromObject, [\n    'logprobsResult',\n  ]);\n  if (fromLogprobsResult != null) {\n    common.setValueByPath(toObject, ['logprobsResult'], fromLogprobsResult);\n  }\n\n  const fromSafetyRatings = common.getValueByPath(fromObject, [\n    'safetyRatings',\n  ]);\n  if (fromSafetyRatings != null) {\n    common.setValueByPath(toObject, ['safetyRatings'], fromSafetyRatings);\n  }\n\n  return toObject;\n}\n\nexport function generateContentResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCandidates = common.getValueByPath(fromObject, ['candidates']);\n  if (fromCandidates != null) {\n    let transformedList = fromCandidates;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return candidateFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['candidates'], transformedList);\n  }\n\n  const fromModelVersion = common.getValueByPath(fromObject, ['modelVersion']);\n  if (fromModelVersion != null) {\n    common.setValueByPath(toObject, ['modelVersion'], fromModelVersion);\n  }\n\n  const fromPromptFeedback = common.getValueByPath(fromObject, [\n    'promptFeedback',\n  ]);\n  if (fromPromptFeedback != null) {\n    common.setValueByPath(toObject, ['promptFeedback'], fromPromptFeedback);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingStatisticsFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function contentEmbeddingFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbedding,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValues = common.getValueByPath(fromObject, ['values']);\n  if (fromValues != null) {\n    common.setValueByPath(toObject, ['values'], fromValues);\n  }\n\n  return toObject;\n}\n\nexport function embedContentMetadataFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function embedContentResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromEmbeddings = common.getValueByPath(fromObject, ['embeddings']);\n  if (fromEmbeddings != null) {\n    let transformedList = fromEmbeddings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentEmbeddingFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['embeddings'], transformedList);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['metadata'],\n      embedContentMetadataFromMldev(),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImageBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['imageBytes'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function safetyAttributesFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.SafetyAttributes,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCategories = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'categories',\n  ]);\n  if (fromCategories != null) {\n    common.setValueByPath(toObject, ['categories'], fromCategories);\n  }\n\n  const fromScores = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'scores',\n  ]);\n  if (fromScores != null) {\n    common.setValueByPath(toObject, ['scores'], fromScores);\n  }\n\n  const fromContentType = common.getValueByPath(fromObject, ['contentType']);\n  if (fromContentType != null) {\n    common.setValueByPath(toObject, ['contentType'], fromContentType);\n  }\n\n  return toObject;\n}\n\nexport function generatedImageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedImage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImage = common.getValueByPath(fromObject, ['_self']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['image'],\n      imageFromMldev(apiClient, fromImage),\n    );\n  }\n\n  const fromRaiFilteredReason = common.getValueByPath(fromObject, [\n    'raiFilteredReason',\n  ]);\n  if (fromRaiFilteredReason != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiFilteredReason'],\n      fromRaiFilteredReason,\n    );\n  }\n\n  const fromSafetyAttributes = common.getValueByPath(fromObject, ['_self']);\n  if (fromSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['safetyAttributes'],\n      safetyAttributesFromMldev(apiClient, fromSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  const fromPositivePromptSafetyAttributes = common.getValueByPath(fromObject, [\n    'positivePromptSafetyAttributes',\n  ]);\n  if (fromPositivePromptSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['positivePromptSafetyAttributes'],\n      safetyAttributesFromMldev(apiClient, fromPositivePromptSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function endpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function tunedModelInfoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelInfo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  return toObject;\n}\n\nexport function checkpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function modelFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Model,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromVersion = common.getValueByPath(fromObject, ['version']);\n  if (fromVersion != null) {\n    common.setValueByPath(toObject, ['version'], fromVersion);\n  }\n\n  const fromTunedModelInfo = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModelInfo != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelInfo'],\n      tunedModelInfoFromMldev(apiClient, fromTunedModelInfo),\n    );\n  }\n\n  const fromInputTokenLimit = common.getValueByPath(fromObject, [\n    'inputTokenLimit',\n  ]);\n  if (fromInputTokenLimit != null) {\n    common.setValueByPath(toObject, ['inputTokenLimit'], fromInputTokenLimit);\n  }\n\n  const fromOutputTokenLimit = common.getValueByPath(fromObject, [\n    'outputTokenLimit',\n  ]);\n  if (fromOutputTokenLimit != null) {\n    common.setValueByPath(toObject, ['outputTokenLimit'], fromOutputTokenLimit);\n  }\n\n  const fromSupportedActions = common.getValueByPath(fromObject, [\n    'supportedGenerationMethods',\n  ]);\n  if (fromSupportedActions != null) {\n    common.setValueByPath(toObject, ['supportedActions'], fromSupportedActions);\n  }\n\n  return toObject;\n}\n\nexport function listModelsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromModels = common.getValueByPath(fromObject, ['_self']);\n  if (fromModels != null) {\n    let transformedList = t.tExtractModels(apiClient, fromModels);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modelFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['models'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function deleteModelResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function countTokensResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTotalTokens = common.getValueByPath(fromObject, ['totalTokens']);\n  if (fromTotalTokens != null) {\n    common.setValueByPath(toObject, ['totalTokens'], fromTotalTokens);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['video', 'uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'video',\n    'encodedVideo',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['encoding']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromMldev(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, [\n    'generatedSamples',\n  ]);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, [\n    'response',\n    'generateVideoResponse',\n  ]);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromMldev(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function citationMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CitationMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCitations = common.getValueByPath(fromObject, ['citations']);\n  if (fromCitations != null) {\n    common.setValueByPath(toObject, ['citations'], fromCitations);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function candidateFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Candidate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromContent = common.getValueByPath(fromObject, ['content']);\n  if (fromContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['content'],\n      contentFromVertex(apiClient, fromContent),\n    );\n  }\n\n  const fromCitationMetadata = common.getValueByPath(fromObject, [\n    'citationMetadata',\n  ]);\n  if (fromCitationMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['citationMetadata'],\n      citationMetadataFromVertex(apiClient, fromCitationMetadata),\n    );\n  }\n\n  const fromFinishMessage = common.getValueByPath(fromObject, [\n    'finishMessage',\n  ]);\n  if (fromFinishMessage != null) {\n    common.setValueByPath(toObject, ['finishMessage'], fromFinishMessage);\n  }\n\n  const fromFinishReason = common.getValueByPath(fromObject, ['finishReason']);\n  if (fromFinishReason != null) {\n    common.setValueByPath(toObject, ['finishReason'], fromFinishReason);\n  }\n\n  const fromAvgLogprobs = common.getValueByPath(fromObject, ['avgLogprobs']);\n  if (fromAvgLogprobs != null) {\n    common.setValueByPath(toObject, ['avgLogprobs'], fromAvgLogprobs);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromIndex = common.getValueByPath(fromObject, ['index']);\n  if (fromIndex != null) {\n    common.setValueByPath(toObject, ['index'], fromIndex);\n  }\n\n  const fromLogprobsResult = common.getValueByPath(fromObject, [\n    'logprobsResult',\n  ]);\n  if (fromLogprobsResult != null) {\n    common.setValueByPath(toObject, ['logprobsResult'], fromLogprobsResult);\n  }\n\n  const fromSafetyRatings = common.getValueByPath(fromObject, [\n    'safetyRatings',\n  ]);\n  if (fromSafetyRatings != null) {\n    common.setValueByPath(toObject, ['safetyRatings'], fromSafetyRatings);\n  }\n\n  return toObject;\n}\n\nexport function generateContentResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCandidates = common.getValueByPath(fromObject, ['candidates']);\n  if (fromCandidates != null) {\n    let transformedList = fromCandidates;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return candidateFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['candidates'], transformedList);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromResponseId = common.getValueByPath(fromObject, ['responseId']);\n  if (fromResponseId != null) {\n    common.setValueByPath(toObject, ['responseId'], fromResponseId);\n  }\n\n  const fromModelVersion = common.getValueByPath(fromObject, ['modelVersion']);\n  if (fromModelVersion != null) {\n    common.setValueByPath(toObject, ['modelVersion'], fromModelVersion);\n  }\n\n  const fromPromptFeedback = common.getValueByPath(fromObject, [\n    'promptFeedback',\n  ]);\n  if (fromPromptFeedback != null) {\n    common.setValueByPath(toObject, ['promptFeedback'], fromPromptFeedback);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingStatisticsFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbeddingStatistics,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTruncated = common.getValueByPath(fromObject, ['truncated']);\n  if (fromTruncated != null) {\n    common.setValueByPath(toObject, ['truncated'], fromTruncated);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['token_count']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbedding,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValues = common.getValueByPath(fromObject, ['values']);\n  if (fromValues != null) {\n    common.setValueByPath(toObject, ['values'], fromValues);\n  }\n\n  const fromStatistics = common.getValueByPath(fromObject, ['statistics']);\n  if (fromStatistics != null) {\n    common.setValueByPath(\n      toObject,\n      ['statistics'],\n      contentEmbeddingStatisticsFromVertex(apiClient, fromStatistics),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBillableCharacterCount = common.getValueByPath(fromObject, [\n    'billableCharacterCount',\n  ]);\n  if (fromBillableCharacterCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['billableCharacterCount'],\n      fromBillableCharacterCount,\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromEmbeddings = common.getValueByPath(fromObject, [\n    'predictions[]',\n    'embeddings',\n  ]);\n  if (fromEmbeddings != null) {\n    let transformedList = fromEmbeddings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentEmbeddingFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['embeddings'], transformedList);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['metadata'],\n      embedContentMetadataFromVertex(apiClient, fromMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['gcsUri'], fromGcsUri);\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['imageBytes'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function safetyAttributesFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.SafetyAttributes,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCategories = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'categories',\n  ]);\n  if (fromCategories != null) {\n    common.setValueByPath(toObject, ['categories'], fromCategories);\n  }\n\n  const fromScores = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'scores',\n  ]);\n  if (fromScores != null) {\n    common.setValueByPath(toObject, ['scores'], fromScores);\n  }\n\n  const fromContentType = common.getValueByPath(fromObject, ['contentType']);\n  if (fromContentType != null) {\n    common.setValueByPath(toObject, ['contentType'], fromContentType);\n  }\n\n  return toObject;\n}\n\nexport function generatedImageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedImage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImage = common.getValueByPath(fromObject, ['_self']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['image'],\n      imageFromVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromRaiFilteredReason = common.getValueByPath(fromObject, [\n    'raiFilteredReason',\n  ]);\n  if (fromRaiFilteredReason != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiFilteredReason'],\n      fromRaiFilteredReason,\n    );\n  }\n\n  const fromSafetyAttributes = common.getValueByPath(fromObject, ['_self']);\n  if (fromSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['safetyAttributes'],\n      safetyAttributesFromVertex(apiClient, fromSafetyAttributes),\n    );\n  }\n\n  const fromEnhancedPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromEnhancedPrompt != null) {\n    common.setValueByPath(toObject, ['enhancedPrompt'], fromEnhancedPrompt);\n  }\n\n  return toObject;\n}\n\nexport function generateImagesResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  const fromPositivePromptSafetyAttributes = common.getValueByPath(fromObject, [\n    'positivePromptSafetyAttributes',\n  ]);\n  if (fromPositivePromptSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['positivePromptSafetyAttributes'],\n      safetyAttributesFromVertex(apiClient, fromPositivePromptSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EditImageResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpscaleImageResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function endpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Endpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDeployedModelId = common.getValueByPath(fromObject, [\n    'deployedModelId',\n  ]);\n  if (fromDeployedModelId != null) {\n    common.setValueByPath(toObject, ['deployedModelId'], fromDeployedModelId);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelInfoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelInfo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, [\n    'labels',\n    'google-vertex-llm-tuning-base-model-id',\n  ]);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  return toObject;\n}\n\nexport function checkpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Checkpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCheckpointId = common.getValueByPath(fromObject, ['checkpointId']);\n  if (fromCheckpointId != null) {\n    common.setValueByPath(toObject, ['checkpointId'], fromCheckpointId);\n  }\n\n  const fromEpoch = common.getValueByPath(fromObject, ['epoch']);\n  if (fromEpoch != null) {\n    common.setValueByPath(toObject, ['epoch'], fromEpoch);\n  }\n\n  const fromStep = common.getValueByPath(fromObject, ['step']);\n  if (fromStep != null) {\n    common.setValueByPath(toObject, ['step'], fromStep);\n  }\n\n  return toObject;\n}\n\nexport function modelFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Model,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromVersion = common.getValueByPath(fromObject, ['versionId']);\n  if (fromVersion != null) {\n    common.setValueByPath(toObject, ['version'], fromVersion);\n  }\n\n  const fromEndpoints = common.getValueByPath(fromObject, ['deployedModels']);\n  if (fromEndpoints != null) {\n    let transformedList = fromEndpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return endpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['endpoints'], transformedList);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromTunedModelInfo = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModelInfo != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelInfo'],\n      tunedModelInfoFromVertex(apiClient, fromTunedModelInfo),\n    );\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      toObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  const fromCheckpoints = common.getValueByPath(fromObject, ['checkpoints']);\n  if (fromCheckpoints != null) {\n    let transformedList = fromCheckpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return checkpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['checkpoints'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function listModelsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromModels = common.getValueByPath(fromObject, ['_self']);\n  if (fromModels != null) {\n    let transformedList = t.tExtractModels(apiClient, fromModels);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modelFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['models'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function deleteModelResponseFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function countTokensResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTotalTokens = common.getValueByPath(fromObject, ['totalTokens']);\n  if (fromTotalTokens != null) {\n    common.setValueByPath(toObject, ['totalTokens'], fromTotalTokens);\n  }\n\n  return toObject;\n}\n\nexport function computeTokensResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ComputeTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTokensInfo = common.getValueByPath(fromObject, ['tokensInfo']);\n  if (fromTokensInfo != null) {\n    common.setValueByPath(toObject, ['tokensInfo'], fromTokensInfo);\n  }\n\n  return toObject;\n}\n\nexport function videoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromVertex(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, ['videos']);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromVertex(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Client as McpClient} from '@modelcontextprotocol/sdk/client/index.js';\nimport {Tool as McpTool} from '@modelcontextprotocol/sdk/types.js';\n\nimport {GOOGLE_API_CLIENT_HEADER} from '../_api_client.js';\nimport {mcpToolsToGeminiTool} from '../_transformers.js';\nimport {\n  CallableTool,\n  CallableToolConfig,\n  FunctionCall,\n  GenerateContentParameters,\n  Part,\n  Tool,\n  ToolListUnion,\n} from '../types.js';\n\n// TODO: b/416041229 - Determine how to retrieve the MCP package version.\nexport const MCP_LABEL = 'mcp_used/unknown';\n\n// Checks whether the list of tools contains any MCP tools.\nexport function hasMcpToolUsage(tools: ToolListUnion): boolean {\n  for (const tool of tools) {\n    if (isMcpCallableTool(tool)) {\n      return true;\n    }\n    if (typeof tool === 'object' && 'inputSchema' in tool) {\n      return true;\n    }\n  }\n\n  return false;\n}\n\n// Sets the MCP version label in the Google API client header.\nexport function setMcpUsageHeader(headers: Record<string, string>) {\n  const existingHeader = headers[GOOGLE_API_CLIENT_HEADER] ?? '';\n  if (existingHeader.includes(MCP_LABEL)) {\n    return;\n  }\n  headers[GOOGLE_API_CLIENT_HEADER] = (\n    existingHeader + ` ${MCP_LABEL}`\n  ).trimStart();\n}\n\n// Checks whether the list of tools contains any MCP clients. Will return true\n// if there is at least one MCP client.\nexport function hasMcpClientTools(params: GenerateContentParameters): boolean {\n  return params.config?.tools?.some((tool) => isMcpCallableTool(tool)) ?? false;\n}\n\n// Checks whether the list of tools contains any non-MCP tools. Will return true\n// if there is at least one non-MCP tool.\nexport function hasNonMcpTools(params: GenerateContentParameters): boolean {\n  return (\n    params.config?.tools?.some((tool) => !isMcpCallableTool(tool)) ?? false\n  );\n}\n\n// Returns true if the object is a MCP CallableTool, otherwise false.\nfunction isMcpCallableTool(object: unknown): boolean {\n  // TODO: b/418266406 - Add a more robust check for the MCP CallableTool.\n  return (\n    object !== null &&\n    typeof object === 'object' &&\n    'tool' in object &&\n    'callTool' in object\n  );\n}\n\n// List all tools from the MCP client.\nasync function* listAllTools(\n  mcpClient: McpClient,\n  maxTools: number = 100,\n): AsyncGenerator<McpTool> {\n  let cursor: string | undefined = undefined;\n  let numTools = 0;\n  while (numTools < maxTools) {\n    const t = await mcpClient.listTools({cursor});\n    for (const tool of t.tools) {\n      yield tool;\n      numTools++;\n    }\n    if (!t.nextCursor) {\n      break;\n    }\n    cursor = t.nextCursor;\n  }\n}\n\n/**\n * McpCallableTool can be used for model inference and invoking MCP clients with\n * given function call arguments.\n *\n * @experimental Built-in MCP support is an experimental feature, may change in future\n * versions.\n */\nexport class McpCallableTool implements CallableTool {\n  private readonly mcpClients;\n  private mcpTools: McpTool[] = [];\n  private functionNameToMcpClient: Record<string, McpClient> = {};\n  private readonly config: CallableToolConfig;\n\n  private constructor(\n    mcpClients: McpClient[] = [],\n    config: CallableToolConfig,\n  ) {\n    this.mcpClients = mcpClients;\n    this.config = config;\n  }\n\n  /**\n   * Creates a McpCallableTool.\n   */\n  public static create(\n    mcpClients: McpClient[],\n    config: CallableToolConfig,\n  ): McpCallableTool {\n    return new McpCallableTool(mcpClients, config);\n  }\n\n  /**\n   * Validates the function names are not duplicate and initialize the function\n   * name to MCP client mapping.\n   *\n   * @throws {Error} if the MCP tools from the MCP clients have duplicate tool\n   *     names.\n   */\n  async initialize() {\n    if (this.mcpTools.length > 0) {\n      return;\n    }\n\n    const functionMap: Record<string, McpClient> = {};\n    const mcpTools: McpTool[] = [];\n    for (const mcpClient of this.mcpClients) {\n      for await (const mcpTool of listAllTools(mcpClient)) {\n        mcpTools.push(mcpTool);\n        const mcpToolName = mcpTool.name as string;\n        if (functionMap[mcpToolName]) {\n          throw new Error(\n            `Duplicate function name ${\n              mcpToolName\n            } found in MCP tools. Please ensure function names are unique.`,\n          );\n        }\n        functionMap[mcpToolName] = mcpClient;\n      }\n    }\n    this.mcpTools = mcpTools;\n    this.functionNameToMcpClient = functionMap;\n  }\n\n  public async tool(): Promise<Tool> {\n    await this.initialize();\n    return mcpToolsToGeminiTool(this.mcpTools, this.config);\n  }\n\n  public async callTool(functionCalls: FunctionCall[]): Promise<Part[]> {\n    await this.initialize();\n    const functionCallResponseParts: Part[] = [];\n    for (const functionCall of functionCalls) {\n      if (functionCall.name! in this.functionNameToMcpClient) {\n        const mcpClient = this.functionNameToMcpClient[functionCall.name!];\n        const callToolResponse = await mcpClient.callTool({\n          name: functionCall.name!,\n          arguments: functionCall.args,\n        });\n        functionCallResponseParts.push({\n          functionResponse: {\n            name: functionCall.name,\n            response: callToolResponse.isError\n              ? {error: callToolResponse}\n              : (callToolResponse as Record<string, unknown>),\n          },\n        });\n      }\n    }\n    return functionCallResponseParts;\n  }\n}\n\nfunction isMcpClient(client: unknown): client is McpClient {\n  return (\n    client !== null &&\n    typeof client === 'object' &&\n    'listTools' in client &&\n    typeof client.listTools === 'function'\n  );\n}\n\n/**\n * Creates a McpCallableTool from MCP clients and an optional config.\n *\n * The callable tool can invoke the MCP clients with given function call\n * arguments. (often for automatic function calling).\n * Use the config to modify tool parameters such as behavior.\n *\n * @experimental Built-in MCP support is an experimental feature, may change in future\n * versions.\n */\nexport function mcpToTool(\n  ...args: [...McpClient[], CallableToolConfig | McpClient]\n): CallableTool {\n  if (args.length === 0) {\n    throw new Error('No MCP clients provided');\n  }\n  const maybeConfig = args[args.length - 1];\n  if (isMcpClient(maybeConfig)) {\n    return McpCallableTool.create(args as McpClient[], {});\n  }\n  return McpCallableTool.create(\n    args.slice(0, args.length - 1) as McpClient[],\n    maybeConfig,\n  );\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Live music client.\n *\n * @experimental\n */\n\nimport {ApiClient} from './_api_client.js';\nimport {Auth} from './_auth.js';\nimport * as t from './_transformers.js';\nimport {WebSocket, WebSocketCallbacks, WebSocketFactory} from './_websocket.js';\nimport * as converters from './converters/_live_converters.js';\nimport * as types from './types.js';\n\n/**\n * Handles incoming messages from the WebSocket.\n *\n * @remarks\n * This function is responsible for parsing incoming messages, transforming them\n * into LiveMusicServerMessage, and then calling the onmessage callback.\n * Note that the first message which is received from the server is a\n * setupComplete message.\n *\n * @param apiClient The ApiClient instance.\n * @param onmessage The user-provided onmessage callback (if any).\n * @param event The MessageEvent from the WebSocket.\n */\nasync function handleWebSocketMessage(\n  apiClient: ApiClient,\n  onmessage: (msg: types.LiveMusicServerMessage) => void,\n  event: MessageEvent,\n): Promise<void> {\n  const serverMessage: types.LiveMusicServerMessage =\n    new types.LiveMusicServerMessage();\n  let data: types.LiveMusicServerMessage;\n  if (event.data instanceof Blob) {\n    data = JSON.parse(await event.data.text()) as types.LiveMusicServerMessage;\n  } else {\n    data = JSON.parse(event.data) as types.LiveMusicServerMessage;\n  }\n  const response = converters.liveMusicServerMessageFromMldev(apiClient, data);\n  Object.assign(serverMessage, response);\n  onmessage(serverMessage);\n}\n\n/**\n   LiveMusic class encapsulates the configuration for live music\n   generation via Lyria Live models.\n\n   @experimental\n  */\nexport class LiveMusic {\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly auth: Auth,\n    private readonly webSocketFactory: WebSocketFactory,\n  ) {}\n\n  /**\n     Establishes a connection to the specified model and returns a\n     LiveMusicSession object representing that connection.\n\n     @experimental\n\n     @remarks\n\n     @param params - The parameters for establishing a connection to the model.\n     @return A live session.\n\n     @example\n     ```ts\n     let model = 'models/lyria-realtime-exp';\n     const session = await ai.live.music.connect({\n       model: model,\n       callbacks: {\n         onmessage: (e: MessageEvent) => {\n           console.log('Received message from the server: %s\\n', debug(e.data));\n         },\n         onerror: (e: ErrorEvent) => {\n           console.log('Error occurred: %s\\n', debug(e.error));\n         },\n         onclose: (e: CloseEvent) => {\n           console.log('Connection closed.');\n         },\n       },\n     });\n     ```\n    */\n  async connect(\n    params: types.LiveMusicConnectParameters,\n  ): Promise<LiveMusicSession> {\n    if (this.apiClient.isVertexAI()) {\n      throw new Error('Live music is not supported for Vertex AI.');\n    }\n    console.warn(\n      'Live music generation is experimental and may change in future versions.',\n    );\n\n    const websocketBaseUrl = this.apiClient.getWebsocketBaseUrl();\n    const apiVersion = this.apiClient.getApiVersion();\n    const headers = mapToHeaders(this.apiClient.getDefaultHeaders());\n    const apiKey = this.apiClient.getApiKey();\n    const url = `${websocketBaseUrl}/ws/google.ai.generativelanguage.${\n      apiVersion\n    }.GenerativeService.BidiGenerateMusic?key=${apiKey}`;\n\n    let onopenResolve: (value: unknown) => void = () => {};\n    const onopenPromise = new Promise((resolve: (value: unknown) => void) => {\n      onopenResolve = resolve;\n    });\n\n    const callbacks: types.LiveMusicCallbacks = params.callbacks;\n\n    const onopenAwaitedCallback = function () {\n      onopenResolve({});\n    };\n\n    const apiClient = this.apiClient;\n    const websocketCallbacks: WebSocketCallbacks = {\n      onopen: onopenAwaitedCallback,\n      onmessage: (event: MessageEvent) => {\n        void handleWebSocketMessage(apiClient, callbacks.onmessage, event);\n      },\n      onerror:\n        callbacks?.onerror ??\n        function (e: ErrorEvent) {\n          void e;\n        },\n      onclose:\n        callbacks?.onclose ??\n        function (e: CloseEvent) {\n          void e;\n        },\n    };\n\n    const conn = this.webSocketFactory.create(\n      url,\n      headersToMap(headers),\n      websocketCallbacks,\n    );\n    conn.connect();\n    // Wait for the websocket to open before sending requests.\n    await onopenPromise;\n\n    const model = t.tModel(this.apiClient, params.model);\n    const setup = converters.liveMusicClientSetupToMldev(this.apiClient, {\n      model,\n    });\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      {setup},\n    );\n    conn.send(JSON.stringify(clientMessage));\n\n    return new LiveMusicSession(conn, this.apiClient);\n  }\n}\n\n/**\n   Represents a connection to the API.\n\n   @experimental\n  */\nexport class LiveMusicSession {\n  constructor(\n    readonly conn: WebSocket,\n    private readonly apiClient: ApiClient,\n  ) {}\n\n  /**\n    Sets inputs to steer music generation. Updates the session's current\n    weighted prompts.\n\n    @param params - Contains one property, `weightedPrompts`.\n\n      - `weightedPrompts` to send to the model; weights are normalized to\n        sum to 1.0.\n\n    @experimental\n   */\n  async setWeightedPrompts(\n    params: types.LiveMusicSetWeightedPromptsParameters,\n  ) {\n    if (\n      !params.weightedPrompts ||\n      Object.keys(params.weightedPrompts).length === 0\n    ) {\n      throw new Error(\n        'Weighted prompts must be set and contain at least one entry.',\n      );\n    }\n    const setWeightedPromptsParameters =\n      converters.liveMusicSetWeightedPromptsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n    const clientContent = converters.liveMusicClientContentToMldev(\n      this.apiClient,\n      setWeightedPromptsParameters,\n    );\n    this.conn.send(JSON.stringify({clientContent}));\n  }\n\n  /**\n    Sets a configuration to the model. Updates the session's current\n    music generation config.\n\n    @param params - Contains one property, `musicGenerationConfig`.\n\n      - `musicGenerationConfig` to set in the model. Passing an empty or\n    undefined config to the model will reset the config to defaults.\n\n    @experimental\n   */\n  async setMusicGenerationConfig(params: types.LiveMusicSetConfigParameters) {\n    if (!params.musicGenerationConfig) {\n      params.musicGenerationConfig = {};\n    }\n    const setConfigParameters = converters.liveMusicSetConfigParametersToMldev(\n      this.apiClient,\n      params,\n    );\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      setConfigParameters,\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  private sendPlaybackControl(playbackControl: types.LiveMusicPlaybackControl) {\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      {\n        playbackControl,\n      },\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n   * Start the music stream.\n   *\n   * @experimental\n   */\n  play() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.PLAY);\n  }\n\n  /**\n   * Temporarily halt the music stream. Use `play` to resume from the current\n   * position.\n   *\n   * @experimental\n   */\n  pause() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.PAUSE);\n  }\n\n  /**\n   * Stop the music stream and reset the state. Retains the current prompts\n   * and config.\n   *\n   * @experimental\n   */\n  stop() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.STOP);\n  }\n\n  /**\n   * Resets the context of the music generation without stopping it.\n   * Retains the current prompts and config.\n   *\n   * @experimental\n   */\n  resetContext() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.RESET_CONTEXT);\n  }\n\n  /**\n     Terminates the WebSocket connection.\n\n     @experimental\n   */\n  close() {\n    this.conn.close();\n  }\n}\n\n// Converts an headers object to a \"map\" object as expected by the WebSocket\n// constructor. We use this as the Auth interface works with Headers objects\n// while the WebSocket constructor takes a map.\nfunction headersToMap(headers: Headers): Record<string, string> {\n  const headerMap: Record<string, string> = {};\n  headers.forEach((value, key) => {\n    headerMap[key] = value;\n  });\n  return headerMap;\n}\n\n// Converts a \"map\" object to a headers object. We use this as the Auth\n// interface works with Headers objects while the API client default headers\n// returns a map.\nfunction mapToHeaders(map: Record<string, string>): Headers {\n  const headers = new Headers();\n  for (const [key, value] of Object.entries(map)) {\n    headers.append(key, value);\n  }\n  return headers;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Live client.\n *\n * @experimental\n */\n\nimport {ApiClient} from './_api_client.js';\nimport {Auth} from './_auth.js';\nimport * as t from './_transformers.js';\nimport {WebSocket, WebSocketCallbacks, WebSocketFactory} from './_websocket.js';\nimport * as converters from './converters/_live_converters.js';\nimport {\n  contentToMldev,\n  contentToVertex,\n} from './converters/_models_converters.js';\nimport {hasMcpToolUsage, setMcpUsageHeader} from './mcp/_mcp.js';\nimport {LiveMusic} from './music.js';\nimport * as types from './types.js';\n\nconst FUNCTION_RESPONSE_REQUIRES_ID =\n  'FunctionResponse request must have an `id` field from the response of a ToolCall.FunctionalCalls in Google AI.';\n\n/**\n * Handles incoming messages from the WebSocket.\n *\n * @remarks\n * This function is responsible for parsing incoming messages, transforming them\n * into LiveServerMessages, and then calling the onmessage callback. Note that\n * the first message which is received from the server is a setupComplete\n * message.\n *\n * @param apiClient The ApiClient instance.\n * @param onmessage The user-provided onmessage callback (if any).\n * @param event The MessageEvent from the WebSocket.\n */\nasync function handleWebSocketMessage(\n  apiClient: ApiClient,\n  onmessage: (msg: types.LiveServerMessage) => void,\n  event: MessageEvent,\n): Promise<void> {\n  const serverMessage: types.LiveServerMessage = new types.LiveServerMessage();\n  let data: types.LiveServerMessage;\n  if (event.data instanceof Blob) {\n    data = JSON.parse(await event.data.text()) as types.LiveServerMessage;\n  } else {\n    data = JSON.parse(event.data) as types.LiveServerMessage;\n  }\n  if (apiClient.isVertexAI()) {\n    const resp = converters.liveServerMessageFromVertex(apiClient, data);\n    Object.assign(serverMessage, resp);\n  } else {\n    const resp = converters.liveServerMessageFromMldev(apiClient, data);\n    Object.assign(serverMessage, resp);\n  }\n\n  onmessage(serverMessage);\n}\n\n/**\n   Live class encapsulates the configuration for live interaction with the\n   Generative Language API. It embeds ApiClient for general API settings.\n\n   @experimental\n  */\nexport class Live {\n  public readonly music: LiveMusic;\n\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly auth: Auth,\n    private readonly webSocketFactory: WebSocketFactory,\n  ) {\n    this.music = new LiveMusic(\n      this.apiClient,\n      this.auth,\n      this.webSocketFactory,\n    );\n  }\n\n  /**\n     Establishes a connection to the specified model with the given\n     configuration and returns a Session object representing that connection.\n\n     @experimental Built-in MCP support is an experimental feature, may change in\n     future versions.\n\n     @remarks\n\n     @param params - The parameters for establishing a connection to the model.\n     @return A live session.\n\n     @example\n     ```ts\n     let model: string;\n     if (GOOGLE_GENAI_USE_VERTEXAI) {\n       model = 'gemini-2.0-flash-live-preview-04-09';\n     } else {\n       model = 'gemini-2.0-flash-live-001';\n     }\n     const session = await ai.live.connect({\n       model: model,\n       config: {\n         responseModalities: [Modality.AUDIO],\n       },\n       callbacks: {\n         onopen: () => {\n           console.log('Connected to the socket.');\n         },\n         onmessage: (e: MessageEvent) => {\n           console.log('Received message from the server: %s\\n', debug(e.data));\n         },\n         onerror: (e: ErrorEvent) => {\n           console.log('Error occurred: %s\\n', debug(e.error));\n         },\n         onclose: (e: CloseEvent) => {\n           console.log('Connection closed.');\n         },\n       },\n     });\n     ```\n    */\n  async connect(params: types.LiveConnectParameters): Promise<Session> {\n    const websocketBaseUrl = this.apiClient.getWebsocketBaseUrl();\n    const apiVersion = this.apiClient.getApiVersion();\n    let url: string;\n    const defaultHeaders = this.apiClient.getDefaultHeaders();\n    if (\n      params.config &&\n      params.config.tools &&\n      hasMcpToolUsage(params.config.tools)\n    ) {\n      setMcpUsageHeader(defaultHeaders);\n    }\n    const headers = mapToHeaders(defaultHeaders);\n    if (this.apiClient.isVertexAI()) {\n      url = `${websocketBaseUrl}/ws/google.cloud.aiplatform.${\n        apiVersion\n      }.LlmBidiService/BidiGenerateContent`;\n      await this.auth.addAuthHeaders(headers);\n    } else {\n      const apiKey = this.apiClient.getApiKey();\n      url = `${websocketBaseUrl}/ws/google.ai.generativelanguage.${\n        apiVersion\n      }.GenerativeService.BidiGenerateContent?key=${apiKey}`;\n    }\n\n    let onopenResolve: (value: unknown) => void = () => {};\n    const onopenPromise = new Promise((resolve: (value: unknown) => void) => {\n      onopenResolve = resolve;\n    });\n\n    const callbacks: types.LiveCallbacks = params.callbacks;\n\n    const onopenAwaitedCallback = function () {\n      callbacks?.onopen?.();\n      onopenResolve({});\n    };\n\n    const apiClient = this.apiClient;\n\n    const websocketCallbacks: WebSocketCallbacks = {\n      onopen: onopenAwaitedCallback,\n      onmessage: (event: MessageEvent) => {\n        void handleWebSocketMessage(apiClient, callbacks.onmessage, event);\n      },\n      onerror:\n        callbacks?.onerror ??\n        function (e: ErrorEvent) {\n          void e;\n        },\n      onclose:\n        callbacks?.onclose ??\n        function (e: CloseEvent) {\n          void e;\n        },\n    };\n\n    const conn = this.webSocketFactory.create(\n      url,\n      headersToMap(headers),\n      websocketCallbacks,\n    );\n    conn.connect();\n    // Wait for the websocket to open before sending requests.\n    await onopenPromise;\n\n    let transformedModel = t.tModel(this.apiClient, params.model);\n    if (\n      this.apiClient.isVertexAI() &&\n      transformedModel.startsWith('publishers/')\n    ) {\n      const project = this.apiClient.getProject();\n      const location = this.apiClient.getLocation();\n      transformedModel =\n        `projects/${project}/locations/${location}/` + transformedModel;\n    }\n\n    let clientMessage: Record<string, unknown> = {};\n\n    if (\n      this.apiClient.isVertexAI() &&\n      params.config?.responseModalities === undefined\n    ) {\n      // Set default to AUDIO to align with MLDev API.\n      if (params.config === undefined) {\n        params.config = {responseModalities: [types.Modality.AUDIO]};\n      } else {\n        params.config.responseModalities = [types.Modality.AUDIO];\n      }\n    }\n    if (params.config?.generationConfig) {\n      // Raise deprecation warning for generationConfig.\n      console.warn(\n        'Setting `LiveConnectConfig.generation_config` is deprecated, please set the fields on `LiveConnectConfig` directly. This will become an error in a future version (not before Q3 2025).',\n      );\n    }\n    const inputTools = params.config?.tools ?? [];\n    const convertedTools: types.Tool[] = [];\n    for (const tool of inputTools) {\n      if (this.isCallableTool(tool)) {\n        const callableTool = tool as types.CallableTool;\n        convertedTools.push(await callableTool.tool());\n      } else {\n        convertedTools.push(tool as types.Tool);\n      }\n    }\n    if (convertedTools.length > 0) {\n      params.config!.tools = convertedTools;\n    }\n    const liveConnectParameters: types.LiveConnectParameters = {\n      model: transformedModel,\n      config: params.config,\n      callbacks: params.callbacks,\n    };\n    if (this.apiClient.isVertexAI()) {\n      clientMessage = converters.liveConnectParametersToVertex(\n        this.apiClient,\n        liveConnectParameters,\n      );\n    } else {\n      clientMessage = converters.liveConnectParametersToMldev(\n        this.apiClient,\n        liveConnectParameters,\n      );\n    }\n    delete clientMessage['config'];\n    conn.send(JSON.stringify(clientMessage));\n    return new Session(conn, this.apiClient);\n  }\n\n  // TODO: b/416041229 - Abstract this method to a common place.\n  private isCallableTool(tool: types.ToolUnion): boolean {\n    return 'callTool' in tool && typeof tool.callTool === 'function';\n  }\n}\n\nconst defaultLiveSendClientContentParamerters: types.LiveSendClientContentParameters =\n  {\n    turnComplete: true,\n  };\n\n/**\n   Represents a connection to the API.\n\n   @experimental\n  */\nexport class Session {\n  constructor(\n    readonly conn: WebSocket,\n    private readonly apiClient: ApiClient,\n  ) {}\n\n  private tLiveClientContent(\n    apiClient: ApiClient,\n    params: types.LiveSendClientContentParameters,\n  ): types.LiveClientMessage {\n    if (params.turns !== null && params.turns !== undefined) {\n      let contents: types.Content[] = [];\n      try {\n        contents = t.tContents(\n          apiClient,\n          params.turns as types.ContentListUnion,\n        );\n        if (apiClient.isVertexAI()) {\n          contents = contents.map((item) => contentToVertex(apiClient, item));\n        } else {\n          contents = contents.map((item) => contentToMldev(apiClient, item));\n        }\n      } catch {\n        throw new Error(\n          `Failed to parse client content \"turns\", type: '${typeof params.turns}'`,\n        );\n      }\n      return {\n        clientContent: {turns: contents, turnComplete: params.turnComplete},\n      };\n    }\n\n    return {\n      clientContent: {turnComplete: params.turnComplete},\n    };\n  }\n\n  private tLiveClienttToolResponse(\n    apiClient: ApiClient,\n    params: types.LiveSendToolResponseParameters,\n  ): types.LiveClientMessage {\n    let functionResponses: types.FunctionResponse[] = [];\n\n    if (params.functionResponses == null) {\n      throw new Error('functionResponses is required.');\n    }\n\n    if (!Array.isArray(params.functionResponses)) {\n      functionResponses = [params.functionResponses];\n    } else {\n      functionResponses = params.functionResponses;\n    }\n\n    if (functionResponses.length === 0) {\n      throw new Error('functionResponses is required.');\n    }\n\n    for (const functionResponse of functionResponses) {\n      if (\n        typeof functionResponse !== 'object' ||\n        functionResponse === null ||\n        !('name' in functionResponse) ||\n        !('response' in functionResponse)\n      ) {\n        throw new Error(\n          `Could not parse function response, type '${typeof functionResponse}'.`,\n        );\n      }\n      if (!apiClient.isVertexAI() && !('id' in functionResponse)) {\n        throw new Error(FUNCTION_RESPONSE_REQUIRES_ID);\n      }\n    }\n\n    const clientMessage: types.LiveClientMessage = {\n      toolResponse: {functionResponses: functionResponses},\n    };\n    return clientMessage;\n  }\n\n  /**\n    Send a message over the established connection.\n\n    @param params - Contains two **optional** properties, `turns` and\n        `turnComplete`.\n\n      - `turns` will be converted to a `Content[]`\n      - `turnComplete: true` [default] indicates that you are done sending\n        content and expect a response. If `turnComplete: false`, the server\n        will wait for additional messages before starting generation.\n\n    @experimental\n\n    @remarks\n    There are two ways to send messages to the live API:\n    `sendClientContent` and `sendRealtimeInput`.\n\n    `sendClientContent` messages are added to the model context **in order**.\n    Having a conversation using `sendClientContent` messages is roughly\n    equivalent to using the `Chat.sendMessageStream`, except that the state of\n    the `chat` history is stored on the API server instead of locally.\n\n    Because of `sendClientContent`'s order guarantee, the model cannot respons\n    as quickly to `sendClientContent` messages as to `sendRealtimeInput`\n    messages. This makes the biggest difference when sending objects that have\n    significant preprocessing time (typically images).\n\n    The `sendClientContent` message sends a `Content[]`\n    which has more options than the `Blob` sent by `sendRealtimeInput`.\n\n    So the main use-cases for `sendClientContent` over `sendRealtimeInput` are:\n\n    - Sending anything that can't be represented as a `Blob` (text,\n    `sendClientContent({turns=\"Hello?\"}`)).\n    - Managing turns when not using audio input and voice activity detection.\n      (`sendClientContent({turnComplete:true})` or the short form\n    `sendClientContent()`)\n    - Prefilling a conversation context\n      ```\n      sendClientContent({\n          turns: [\n            Content({role:user, parts:...}),\n            Content({role:user, parts:...}),\n            ...\n          ]\n      })\n      ```\n    @experimental\n   */\n  sendClientContent(params: types.LiveSendClientContentParameters) {\n    params = {\n      ...defaultLiveSendClientContentParamerters,\n      ...params,\n    };\n\n    const clientMessage: types.LiveClientMessage = this.tLiveClientContent(\n      this.apiClient,\n      params,\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n    Send a realtime message over the established connection.\n\n    @param params - Contains one property, `media`.\n\n      - `media` will be converted to a `Blob`\n\n    @experimental\n\n    @remarks\n    Use `sendRealtimeInput` for realtime audio chunks and video frames (images).\n\n    With `sendRealtimeInput` the api will respond to audio automatically\n    based on voice activity detection (VAD).\n\n    `sendRealtimeInput` is optimized for responsivness at the expense of\n    deterministic ordering guarantees. Audio and video tokens are to the\n    context when they become available.\n\n    Note: The Call signature expects a `Blob` object, but only a subset\n    of audio and image mimetypes are allowed.\n   */\n  sendRealtimeInput(params: types.LiveSendRealtimeInputParameters) {\n    let clientMessage: types.LiveClientMessage = {};\n\n    if (this.apiClient.isVertexAI()) {\n      clientMessage = {\n        'realtimeInput': converters.liveSendRealtimeInputParametersToVertex(\n          this.apiClient,\n          params,\n        ),\n      };\n    } else {\n      clientMessage = {\n        'realtimeInput': converters.liveSendRealtimeInputParametersToMldev(\n          this.apiClient,\n          params,\n        ),\n      };\n    }\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n    Send a function response message over the established connection.\n\n    @param params - Contains property `functionResponses`.\n\n      - `functionResponses` will be converted to a `functionResponses[]`\n\n    @remarks\n    Use `sendFunctionResponse` to reply to `LiveServerToolCall` from the server.\n\n    Use {@link types.LiveConnectConfig#tools} to configure the callable functions.\n\n    @experimental\n   */\n  sendToolResponse(params: types.LiveSendToolResponseParameters) {\n    if (params.functionResponses == null) {\n      throw new Error('Tool response parameters are required.');\n    }\n\n    const clientMessage: types.LiveClientMessage =\n      this.tLiveClienttToolResponse(this.apiClient, params);\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n     Terminates the WebSocket connection.\n\n     @experimental\n\n     @example\n     ```ts\n     let model: string;\n     if (GOOGLE_GENAI_USE_VERTEXAI) {\n       model = 'gemini-2.0-flash-live-preview-04-09';\n     } else {\n       model = 'gemini-2.0-flash-live-001';\n     }\n     const session = await ai.live.connect({\n       model: model,\n       config: {\n         responseModalities: [Modality.AUDIO],\n       }\n     });\n\n     session.close();\n     ```\n   */\n  close() {\n    this.conn.close();\n  }\n}\n\n// Converts an headers object to a \"map\" object as expected by the WebSocket\n// constructor. We use this as the Auth interface works with Headers objects\n// while the WebSocket constructor takes a map.\nfunction headersToMap(headers: Headers): Record<string, string> {\n  const headerMap: Record<string, string> = {};\n  headers.forEach((value, key) => {\n    headerMap[key] = value;\n  });\n  return headerMap;\n}\n\n// Converts a \"map\" object to a headers object. We use this as the Auth\n// interface works with Headers objects while the API client default headers\n// returns a map.\nfunction mapToHeaders(map: Record<string, string>): Headers {\n  const headers = new Headers();\n  for (const [key, value] of Object.entries(map)) {\n    headers.append(key, value);\n  }\n  return headers;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport * as types from './types.js';\n\nexport const DEFAULT_MAX_REMOTE_CALLS = 10;\n\n/** Returns whether automatic function calling is disabled. */\nexport function shouldDisableAfc(\n  config: types.GenerateContentConfig | undefined,\n): boolean {\n  if (config?.automaticFunctionCalling?.disable) {\n    return true;\n  }\n\n  let callableToolsPresent = false;\n  for (const tool of config?.tools ?? []) {\n    if (isCallableTool(tool)) {\n      callableToolsPresent = true;\n      break;\n    }\n  }\n  if (!callableToolsPresent) {\n    return true;\n  }\n\n  const maxCalls = config?.automaticFunctionCalling?.maximumRemoteCalls;\n  if (\n    (maxCalls && (maxCalls < 0 || !Number.isInteger(maxCalls))) ||\n    maxCalls == 0\n  ) {\n    console.warn(\n      'Invalid maximumRemoteCalls value provided for automatic function calling. Disabled automatic function calling. Please provide a valid integer value greater than 0. maximumRemoteCalls provided:',\n      maxCalls,\n    );\n    return true;\n  }\n  return false;\n}\n\nexport function isCallableTool(tool: types.ToolUnion): boolean {\n  return 'callTool' in tool && typeof tool.callTool === 'function';\n}\n\n/**\n * Returns whether to append automatic function calling history to the\n * response.\n */\nexport function shouldAppendAfcHistory(\n  config: types.GenerateContentConfig | undefined,\n): boolean {\n  return !config?.automaticFunctionCalling?.ignoreCallHistory;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {\n  DEFAULT_MAX_REMOTE_CALLS,\n  isCallableTool,\n  shouldAppendAfcHistory,\n  shouldDisableAfc,\n} from './_afc.js';\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as _internal_types from './_internal_types.js';\nimport {tContents} from './_transformers.js';\nimport * as converters from './converters/_models_converters.js';\nimport {\n  hasMcpClientTools,\n  hasMcpToolUsage,\n  hasNonMcpTools,\n  setMcpUsageHeader,\n} from './mcp/_mcp.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Models extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Makes an API request to generate content with a given model.\n   *\n   * For the `model` parameter, supported formats for Vertex AI API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The full resource name starts with 'projects/', for example:\n   *  'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash'\n   * - The partial resource name with 'publishers/', for example:\n   *  'publishers/google/models/gemini-2.0-flash' or\n   *  'publishers/meta/models/llama-3.1-405b-instruct-maas'\n   * - `/` separated publisher and model name, for example:\n   * 'google/gemini-2.0-flash' or 'meta/llama-3.1-405b-instruct-maas'\n   *\n   * For the `model` parameter, supported formats for Gemini API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The model name starts with 'models/', for example:\n   *  'models/gemini-2.0-flash'\n   * - For tuned models, the model name starts with 'tunedModels/',\n   * for example:\n   * 'tunedModels/1234567890123456789'\n   *\n   * Some models support multimodal input and output.\n   *\n   * @param params - The parameters for generating content.\n   * @return The response from generating content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents: 'why is the sky blue?',\n   *   config: {\n   *     candidateCount: 2,\n   *   }\n   * });\n   * console.log(response);\n   * ```\n   */\n  generateContent = async (\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentResponse> => {\n    const transformedParams = await this.processParamsForMcpUsage(params);\n    if (!hasMcpClientTools(params) || shouldDisableAfc(params.config)) {\n      return await this.generateContentInternal(transformedParams);\n    }\n\n    // TODO: b/418266406 - Improve the check for CallableTools and Tools.\n    if (hasNonMcpTools(params)) {\n      throw new Error(\n        'Automatic function calling with CallableTools and Tools is not yet supported.',\n      );\n    }\n\n    let response: types.GenerateContentResponse;\n    let functionResponseContent: types.Content;\n    const automaticFunctionCallingHistory: types.Content[] = tContents(\n      this.apiClient,\n      transformedParams.contents,\n    );\n    const maxRemoteCalls =\n      transformedParams.config?.automaticFunctionCalling?.maximumRemoteCalls ??\n      DEFAULT_MAX_REMOTE_CALLS;\n    let remoteCalls = 0;\n    while (remoteCalls < maxRemoteCalls) {\n      response = await this.generateContentInternal(transformedParams);\n      if (!response.functionCalls || response.functionCalls!.length === 0) {\n        break;\n      }\n\n      const responseContent: types.Content = response.candidates![0].content!;\n      const functionResponseParts: types.Part[] = [];\n      for (const tool of params.config?.tools ?? []) {\n        if (isCallableTool(tool)) {\n          const callableTool = tool as types.CallableTool;\n          const parts = await callableTool.callTool(response.functionCalls!);\n          functionResponseParts.push(...parts);\n        }\n      }\n\n      remoteCalls++;\n\n      functionResponseContent = {\n        role: 'user',\n        parts: functionResponseParts,\n      };\n\n      transformedParams.contents = tContents(\n        this.apiClient,\n        transformedParams.contents,\n      );\n      (transformedParams.contents as types.Content[]).push(responseContent);\n      (transformedParams.contents as types.Content[]).push(\n        functionResponseContent,\n      );\n\n      if (shouldAppendAfcHistory(transformedParams.config)) {\n        automaticFunctionCallingHistory.push(responseContent);\n        automaticFunctionCallingHistory.push(functionResponseContent);\n      }\n    }\n    if (shouldAppendAfcHistory(transformedParams.config)) {\n      response!.automaticFunctionCallingHistory =\n        automaticFunctionCallingHistory;\n    }\n    return response!;\n  };\n\n  /**\n   * Makes an API request to generate content with a given model and yields the\n   * response in chunks.\n   *\n   * For the `model` parameter, supported formats for Vertex AI API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The full resource name starts with 'projects/', for example:\n   *  'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash'\n   * - The partial resource name with 'publishers/', for example:\n   *  'publishers/google/models/gemini-2.0-flash' or\n   *  'publishers/meta/models/llama-3.1-405b-instruct-maas'\n   * - `/` separated publisher and model name, for example:\n   * 'google/gemini-2.0-flash' or 'meta/llama-3.1-405b-instruct-maas'\n   *\n   * For the `model` parameter, supported formats for Gemini API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The model name starts with 'models/', for example:\n   *  'models/gemini-2.0-flash'\n   * - For tuned models, the model name starts with 'tunedModels/',\n   * for example:\n   *  'tunedModels/1234567890123456789'\n   *\n   * Some models support multimodal input and output.\n   *\n   * @param params - The parameters for generating content with streaming response.\n   * @return The response from generating content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContentStream({\n   *   model: 'gemini-2.0-flash',\n   *   contents: 'why is the sky blue?',\n   *   config: {\n   *     maxOutputTokens: 200,\n   *   }\n   * });\n   * for await (const chunk of response) {\n   *   console.log(chunk);\n   * }\n   * ```\n   */\n  generateContentStream = async (\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> => {\n    if (shouldDisableAfc(params.config)) {\n      const transformedParams = await this.processParamsForMcpUsage(params);\n      return await this.generateContentStreamInternal(transformedParams);\n    } else {\n      return await this.processAfcStream(params);\n    }\n  };\n\n  /**\n   * Transforms the CallableTools in the parameters to be simply Tools, it\n   * copies the params into a new object and replaces the tools, it does not\n   * modify the original params. Also sets the MCP usage header if there are\n   * MCP tools in the parameters.\n   */\n  private async processParamsForMcpUsage(\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentParameters> {\n    const tools = params.config?.tools;\n    if (!tools) {\n      return params;\n    }\n    const transformedTools = await Promise.all(\n      tools.map(async (tool) => {\n        if (isCallableTool(tool)) {\n          const callableTool = tool as types.CallableTool;\n          return await callableTool.tool();\n        }\n        return tool;\n      }),\n    );\n    const newParams: types.GenerateContentParameters = {\n      model: params.model,\n      contents: params.contents,\n      config: {\n        ...params.config,\n        tools: transformedTools,\n      },\n    };\n    newParams.config!.tools = transformedTools;\n\n    if (\n      params.config &&\n      params.config.tools &&\n      hasMcpToolUsage(params.config.tools)\n    ) {\n      const headers = params.config.httpOptions?.headers ?? {};\n      let newHeaders = {...headers};\n      if (Object.keys(newHeaders).length === 0) {\n        newHeaders = this.apiClient.getDefaultHeaders();\n      }\n      setMcpUsageHeader(newHeaders);\n      newParams.config!.httpOptions = {\n        ...params.config.httpOptions,\n        headers: newHeaders,\n      };\n    }\n    return newParams;\n  }\n\n  private async initAfcToolsMap(\n    params: types.GenerateContentParameters,\n  ): Promise<Map<string, types.CallableTool>> {\n    const afcTools: Map<string, types.CallableTool> = new Map();\n    for (const tool of params.config?.tools ?? []) {\n      if (isCallableTool(tool)) {\n        const callableTool = tool as types.CallableTool;\n        const toolDeclaration = await callableTool.tool();\n        for (const declaration of toolDeclaration.functionDeclarations ?? []) {\n          if (!declaration.name) {\n            throw new Error('Function declaration name is required.');\n          }\n          if (afcTools.has(declaration.name)) {\n            throw new Error(\n              `Duplicate tool declaration name: ${declaration.name}`,\n            );\n          }\n          afcTools.set(declaration.name, callableTool);\n        }\n      }\n    }\n    return afcTools;\n  }\n\n  private async processAfcStream(\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    const maxRemoteCalls =\n      params.config?.automaticFunctionCalling?.maximumRemoteCalls ??\n      DEFAULT_MAX_REMOTE_CALLS;\n    let wereFunctionsCalled = false;\n    let remoteCallCount = 0;\n    const afcToolsMap = await this.initAfcToolsMap(params);\n    return (async function* (\n      models: Models,\n      afcTools: Map<string, types.CallableTool>,\n      params: types.GenerateContentParameters,\n    ) {\n      while (remoteCallCount < maxRemoteCalls) {\n        if (wereFunctionsCalled) {\n          remoteCallCount++;\n          wereFunctionsCalled = false;\n        }\n        const transformedParams = await models.processParamsForMcpUsage(params);\n        const response =\n          await models.generateContentStreamInternal(transformedParams);\n\n        const functionResponses: types.Part[] = [];\n        const responseContents: types.Content[] = [];\n\n        for await (const chunk of response) {\n          yield chunk;\n          if (chunk.candidates && chunk.candidates[0]?.content) {\n            responseContents.push(chunk.candidates[0].content);\n            for (const part of chunk.candidates[0].content.parts ?? []) {\n              if (remoteCallCount < maxRemoteCalls && part.functionCall) {\n                if (!part.functionCall.name) {\n                  throw new Error(\n                    'Function call name was not returned by the model.',\n                  );\n                }\n                if (!afcTools.has(part.functionCall.name)) {\n                  throw new Error(\n                    `Automatic function calling was requested, but not all the tools the model used implement the CallableTool interface. Available tools: ${afcTools.keys()}, mising tool: ${\n                      part.functionCall.name\n                    }`,\n                  );\n                } else {\n                  const responseParts = await afcTools\n                    .get(part.functionCall.name)!\n                    .callTool([part.functionCall]);\n                  functionResponses.push(...responseParts);\n                }\n              }\n            }\n          }\n        }\n\n        if (functionResponses.length > 0) {\n          wereFunctionsCalled = true;\n          const typedResponseChunk = new types.GenerateContentResponse();\n          typedResponseChunk.candidates = [\n            {\n              content: {\n                role: 'user',\n                parts: functionResponses,\n              },\n            },\n          ];\n\n          yield typedResponseChunk;\n\n          const newContents: types.Content[] = [];\n          newContents.push(...responseContents);\n          newContents.push({\n            role: 'user',\n            parts: functionResponses,\n          });\n          const updatedContents = tContents(\n            models.apiClient,\n            params.contents,\n          ).concat(newContents);\n\n          params.contents = updatedContents;\n        } else {\n          break;\n        }\n      }\n    })(this, afcToolsMap, params);\n  }\n\n  /**\n   * Generates an image based on a text description and configuration.\n   *\n   * @param params - The parameters for generating images.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.generateImages({\n   *  model: 'imagen-3.0-generate-002',\n   *  prompt: 'Robot holding a red skateboard',\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  generateImages = async (\n    params: types.GenerateImagesParameters,\n  ): Promise<types.GenerateImagesResponse> => {\n    return await this.generateImagesInternal(params).then((apiResponse) => {\n      let positivePromptSafetyAttributes;\n      const generatedImages = [];\n\n      if (apiResponse?.generatedImages) {\n        for (const generatedImage of apiResponse.generatedImages) {\n          if (\n            generatedImage &&\n            generatedImage?.safetyAttributes &&\n            generatedImage?.safetyAttributes?.contentType === 'Positive Prompt'\n          ) {\n            positivePromptSafetyAttributes = generatedImage?.safetyAttributes;\n          } else {\n            generatedImages.push(generatedImage);\n          }\n        }\n      }\n      let response: types.GenerateImagesResponse;\n\n      if (positivePromptSafetyAttributes) {\n        response = {\n          generatedImages: generatedImages,\n          positivePromptSafetyAttributes: positivePromptSafetyAttributes,\n        };\n      } else {\n        response = {\n          generatedImages: generatedImages,\n        };\n      }\n      return response;\n    });\n  };\n\n  list = async (\n    params?: types.ListModelsParameters,\n  ): Promise<Pager<types.Model>> => {\n    const defaultConfig: types.ListModelsConfig = {\n      queryBase: true,\n    };\n    const actualConfig: types.ListModelsConfig = {\n      ...defaultConfig,\n      ...params?.config,\n    };\n    const actualParams: types.ListModelsParameters = {\n      config: actualConfig,\n    };\n\n    if (this.apiClient.isVertexAI()) {\n      if (!actualParams.config!.queryBase) {\n        if (actualParams.config?.filter) {\n          throw new Error(\n            'Filtering tuned models list for Vertex AI is not currently supported',\n          );\n        } else {\n          actualParams.config!.filter = 'labels.tune-type:*';\n        }\n      }\n    }\n\n    return new Pager<types.Model>(\n      PagedItem.PAGED_ITEM_MODELS,\n      (x: types.ListModelsParameters) => this.listInternal(x),\n      await this.listInternal(actualParams),\n      actualParams,\n    );\n  };\n\n  /**\n   * Edits an image based on a prompt, list of reference images, and configuration.\n   *\n   * @param params - The parameters for editing an image.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.editImage({\n   *  model: 'imagen-3.0-capability-001',\n   *  prompt: 'Generate an image containing a mug with the product logo [1] visible on the side of the mug.',\n   *  referenceImages: [subjectReferenceImage]\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  editImage = async (\n    params: types.EditImageParameters,\n  ): Promise<types.EditImageResponse> => {\n    const paramsInternal: _internal_types.EditImageParametersInternal = {\n      model: params.model,\n      prompt: params.prompt,\n      referenceImages: [],\n      config: params.config,\n    };\n    if (params.referenceImages) {\n      if (params.referenceImages) {\n        paramsInternal.referenceImages = params.referenceImages.map((img) =>\n          img.toReferenceImageAPI(),\n        );\n      }\n    }\n    return await this.editImageInternal(paramsInternal);\n  };\n\n  /**\n   * Upscales an image based on an image, upscale factor, and configuration.\n   * Only supported in Vertex AI currently.\n   *\n   * @param params - The parameters for upscaling an image.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.upscaleImage({\n   *  model: 'imagen-3.0-generate-002',\n   *  image: image,\n   *  upscaleFactor: 'x2',\n   *  config: {\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  upscaleImage = async (\n    params: types.UpscaleImageParameters,\n  ): Promise<types.UpscaleImageResponse> => {\n    let apiConfig: _internal_types.UpscaleImageAPIConfigInternal = {\n      numberOfImages: 1,\n      mode: 'upscale',\n    };\n\n    if (params.config) {\n      apiConfig = {...apiConfig, ...params.config};\n    }\n\n    const apiParams: _internal_types.UpscaleImageAPIParametersInternal = {\n      model: params.model,\n      image: params.image,\n      upscaleFactor: params.upscaleFactor,\n      config: apiConfig,\n    };\n    return await this.upscaleImageInternal(apiParams);\n  };\n\n  private async generateContentInternal(\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentResponse> {\n    let response: Promise<types.GenerateContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:generateContent',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateContentResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.generateContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:generateContent',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateContentResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async generateContentStreamInternal(\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    let response: Promise<AsyncGenerator<types.HttpResponse>>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:streamGenerateContent?alt=sse',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      const apiClient = this.apiClient;\n      response = apiClient.requestStream({\n        path: path,\n        queryParams: queryParams,\n        body: JSON.stringify(body),\n        httpMethod: 'POST',\n        httpOptions: params.config?.httpOptions,\n        abortSignal: params.config?.abortSignal,\n      }) as Promise<AsyncGenerator<types.HttpResponse>>;\n\n      return response.then(async function* (\n        apiResponse: AsyncGenerator<types.HttpResponse>,\n      ) {\n        for await (const chunk of apiResponse) {\n          const resp = converters.generateContentResponseFromVertex(\n            apiClient,\n            (await chunk.json()) as types.GenerateContentResponse,\n          );\n          const typedResp = new types.GenerateContentResponse();\n          Object.assign(typedResp, resp);\n          yield typedResp;\n        }\n      });\n    } else {\n      const body = converters.generateContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:streamGenerateContent?alt=sse',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      const apiClient = this.apiClient;\n      response = apiClient.requestStream({\n        path: path,\n        queryParams: queryParams,\n        body: JSON.stringify(body),\n        httpMethod: 'POST',\n        httpOptions: params.config?.httpOptions,\n        abortSignal: params.config?.abortSignal,\n      }) as Promise<AsyncGenerator<types.HttpResponse>>;\n\n      return response.then(async function* (\n        apiResponse: AsyncGenerator<types.HttpResponse>,\n      ) {\n        for await (const chunk of apiResponse) {\n          const resp = converters.generateContentResponseFromMldev(\n            apiClient,\n            (await chunk.json()) as types.GenerateContentResponse,\n          );\n          const typedResp = new types.GenerateContentResponse();\n          Object.assign(typedResp, resp);\n          yield typedResp;\n        }\n      });\n    }\n  }\n\n  /**\n   * Calculates embeddings for the given contents. Only text is supported.\n   *\n   * @param params - The parameters for embedding contents.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.embedContent({\n   *  model: 'text-embedding-004',\n   *  contents: [\n   *    'What is your name?',\n   *    'What is your favorite color?',\n   *  ],\n   *  config: {\n   *    outputDimensionality: 64,\n   *  },\n   * });\n   * console.log(response);\n   * ```\n   */\n  async embedContent(\n    params: types.EmbedContentParameters,\n  ): Promise<types.EmbedContentResponse> {\n    let response: Promise<types.EmbedContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.embedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EmbedContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.embedContentResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EmbedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.embedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:batchEmbedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EmbedContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.embedContentResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EmbedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Generates an image based on a text description and configuration.\n   *\n   * @param params - The parameters for generating images.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateImages({\n   *  model: 'imagen-3.0-generate-002',\n   *  prompt: 'Robot holding a red skateboard',\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  private async generateImagesInternal(\n    params: types.GenerateImagesParameters,\n  ): Promise<types.GenerateImagesResponse> {\n    let response: Promise<types.GenerateImagesResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateImagesParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateImagesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateImagesResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateImagesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.generateImagesParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateImagesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateImagesResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateImagesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async editImageInternal(\n    params: _internal_types.EditImageParametersInternal,\n  ): Promise<types.EditImageResponse> {\n    let response: Promise<types.EditImageResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.editImageParametersInternalToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EditImageResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.editImageResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EditImageResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  private async upscaleImageInternal(\n    params: _internal_types.UpscaleImageAPIParametersInternal,\n  ): Promise<types.UpscaleImageResponse> {\n    let response: Promise<types.UpscaleImageResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.upscaleImageAPIParametersInternalToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.UpscaleImageResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.upscaleImageResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.UpscaleImageResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  /**\n   * Fetches information about a model by name.\n   *\n   * @example\n   * ```ts\n   * const modelInfo = await ai.models.get({model: 'gemini-2.0-flash'});\n   * ```\n   */\n  async get(params: types.GetModelParameters): Promise<types.Model> {\n    let response: Promise<types.Model>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromVertex(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    } else {\n      const body = converters.getModelParametersToMldev(this.apiClient, params);\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListModelsParameters,\n  ): Promise<types.ListModelsResponse> {\n    let response: Promise<types.ListModelsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listModelsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{models_url}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListModelsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listModelsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListModelsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listModelsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{models_url}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListModelsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listModelsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListModelsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Updates a tuned model by its name.\n   *\n   * @param params - The parameters for updating the model.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.update({\n   *   model: 'tuned-model-name',\n   *   config: {\n   *     displayName: 'New display name',\n   *     description: 'New description',\n   *   },\n   * });\n   * ```\n   */\n  async update(params: types.UpdateModelParameters): Promise<types.Model> {\n    let response: Promise<types.Model>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.updateModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromVertex(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    } else {\n      const body = converters.updateModelParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    }\n  }\n\n  /**\n   * Deletes a tuned model by its name.\n   *\n   * @param params - The parameters for deleting the model.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.delete({model: 'tuned-model-name'});\n   * ```\n   */\n  async delete(\n    params: types.DeleteModelParameters,\n  ): Promise<types.DeleteModelResponse> {\n    let response: Promise<types.DeleteModelResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.deleteModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteModelResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteModelResponseFromVertex();\n        const typedResp = new types.DeleteModelResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.deleteModelParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteModelResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteModelResponseFromMldev();\n        const typedResp = new types.DeleteModelResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Counts the number of tokens in the given contents. Multimodal input is\n   * supported for Gemini models.\n   *\n   * @param params - The parameters for counting tokens.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.countTokens({\n   *  model: 'gemini-2.0-flash',\n   *  contents: 'The quick brown fox jumps over the lazy dog.'\n   * });\n   * console.log(response);\n   * ```\n   */\n  async countTokens(\n    params: types.CountTokensParameters,\n  ): Promise<types.CountTokensResponse> {\n    let response: Promise<types.CountTokensResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.countTokensParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:countTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CountTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.countTokensResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.CountTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.countTokensParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:countTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CountTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.countTokensResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.CountTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Given a list of contents, returns a corresponding TokensInfo containing\n   * the list of tokens and list of token ids.\n   *\n   * This method is not supported by the Gemini Developer API.\n   *\n   * @param params - The parameters for computing tokens.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.computeTokens({\n   *  model: 'gemini-2.0-flash',\n   *  contents: 'What is your name?'\n   * });\n   * console.log(response);\n   * ```\n   */\n  async computeTokens(\n    params: types.ComputeTokensParameters,\n  ): Promise<types.ComputeTokensResponse> {\n    let response: Promise<types.ComputeTokensResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.computeTokensParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:computeTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ComputeTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.computeTokensResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ComputeTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  /**\n   *  Generates videos based on a text description and configuration.\n   *\n   * @param params - The parameters for generating videos.\n   * @return A Promise<GenerateVideosOperation> which allows you to track the progress and eventually retrieve the generated videos using the operations.get method.\n   *\n   * @example\n   * ```ts\n   * const operation = await ai.models.generateVideos({\n   *  model: 'veo-2.0-generate-001',\n   *  prompt: 'A neon hologram of a cat driving at top speed',\n   *  config: {\n   *    numberOfVideos: 1\n   * });\n   *\n   * while (!operation.done) {\n   *   await new Promise(resolve => setTimeout(resolve, 10000));\n   *   operation = await ai.operations.getVideosOperation({operation: operation});\n   * }\n   *\n   * console.log(operation.response?.generatedVideos?.[0]?.video?.uri);\n   * ```\n   */\n\n  async generateVideos(\n    params: types.GenerateVideosParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateVideosParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predictLongRunning',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      const body = converters.generateVideosParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predictLongRunning',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function getOperationParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'operationName'],\n      fromOperationName,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function getOperationParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'operationName'],\n      fromOperationName,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function fetchPredictOperationParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FetchPredictOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(toObject, ['operationName'], fromOperationName);\n  }\n\n  const fromResourceName = common.getValueByPath(fromObject, ['resourceName']);\n  if (fromResourceName != null) {\n    common.setValueByPath(toObject, ['_url', 'resourceName'], fromResourceName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function videoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['video', 'uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'video',\n    'encodedVideo',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['encoding']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromMldev(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, [\n    'generatedSamples',\n  ]);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, [\n    'response',\n    'generateVideoResponse',\n  ]);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromMldev(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromVertex(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, ['videos']);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromVertex(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_operations_converters.js';\nimport * as types from './types.js';\n\nexport class Operations extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Gets the status of a long-running operation.\n   *\n   * @param parameters The parameters for the get operation request.\n   * @return The updated Operation object, with the latest status or result.\n   */\n  async getVideosOperation(\n    parameters: types.OperationGetParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    const operation = parameters.operation;\n    const config = parameters.config;\n\n    if (operation.name === undefined || operation.name === '') {\n      throw new Error('Operation name is required.');\n    }\n\n    if (this.apiClient.isVertexAI()) {\n      const resourceName = operation.name.split('/operations/')[0];\n      let httpOptions: types.HttpOptions | undefined = undefined;\n\n      if (config && 'httpOptions' in config) {\n        httpOptions = config.httpOptions;\n      }\n\n      return this.fetchPredictVideosOperationInternal({\n        operationName: operation.name,\n        resourceName: resourceName,\n        config: {httpOptions: httpOptions},\n      });\n    } else {\n      return this.getVideosOperationInternal({\n        operationName: operation.name,\n        config: config,\n      });\n    }\n  }\n\n  private async getVideosOperationInternal(\n    params: types.GetOperationParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getOperationParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{operationName}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      const body = converters.getOperationParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{operationName}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    }\n  }\n\n  private async fetchPredictVideosOperationInternal(\n    params: types.FetchPredictOperationParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.fetchPredictOperationParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{resourceName}:fetchPredictOperation',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function getTuningJobParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['_url', 'name'], fromName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listTuningJobsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tuningExampleToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningExample,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTextInput = common.getValueByPath(fromObject, ['textInput']);\n  if (fromTextInput != null) {\n    common.setValueByPath(toObject, ['textInput'], fromTextInput);\n  }\n\n  const fromOutput = common.getValueByPath(fromObject, ['output']);\n  if (fromOutput != null) {\n    common.setValueByPath(toObject, ['output'], fromOutput);\n  }\n\n  return toObject;\n}\n\nexport function tuningDatasetToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  const fromExamples = common.getValueByPath(fromObject, ['examples']);\n  if (fromExamples != null) {\n    let transformedList = fromExamples;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningExampleToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['examples', 'examples'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function tuningValidationDatasetToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningValidationDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['validationDataset']) !== undefined) {\n    throw new Error(\n      'validationDataset parameter is not supported in Gemini API.',\n    );\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (parentObject !== undefined && fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['displayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['description']) !== undefined) {\n    throw new Error('description parameter is not supported in Gemini API.');\n  }\n\n  const fromEpochCount = common.getValueByPath(fromObject, ['epochCount']);\n  if (parentObject !== undefined && fromEpochCount != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'epochCount'],\n      fromEpochCount,\n    );\n  }\n\n  const fromLearningRateMultiplier = common.getValueByPath(fromObject, [\n    'learningRateMultiplier',\n  ]);\n  if (fromLearningRateMultiplier != null) {\n    common.setValueByPath(\n      toObject,\n      ['tuningTask', 'hyperparameters', 'learningRateMultiplier'],\n      fromLearningRateMultiplier,\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['exportLastCheckpointOnly']) !==\n    undefined\n  ) {\n    throw new Error(\n      'exportLastCheckpointOnly parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['adapterSize']) !== undefined) {\n    throw new Error('adapterSize parameter is not supported in Gemini API.');\n  }\n\n  const fromBatchSize = common.getValueByPath(fromObject, ['batchSize']);\n  if (parentObject !== undefined && fromBatchSize != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'batchSize'],\n      fromBatchSize,\n    );\n  }\n\n  const fromLearningRate = common.getValueByPath(fromObject, ['learningRate']);\n  if (parentObject !== undefined && fromLearningRate != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'learningRate'],\n      fromLearningRate,\n    );\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTrainingDataset = common.getValueByPath(fromObject, [\n    'trainingDataset',\n  ]);\n  if (fromTrainingDataset != null) {\n    common.setValueByPath(\n      toObject,\n      ['tuningTask', 'trainingData'],\n      tuningDatasetToMldev(apiClient, fromTrainingDataset),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createTuningJobConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getTuningJobParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['_url', 'name'], fromName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listTuningJobsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tuningExampleToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningExample,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['textInput']) !== undefined) {\n    throw new Error('textInput parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['output']) !== undefined) {\n    throw new Error('output parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function tuningDatasetToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningDataset,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (parentObject !== undefined && fromGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'trainingDatasetUri'],\n      fromGcsUri,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['examples']) !== undefined) {\n    throw new Error('examples parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function tuningValidationDatasetToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningValidationDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['validationDatasetUri'], fromGcsUri);\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValidationDataset = common.getValueByPath(fromObject, [\n    'validationDataset',\n  ]);\n  if (parentObject !== undefined && fromValidationDataset != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec'],\n      tuningValidationDatasetToVertex(apiClient, fromValidationDataset),\n    );\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (parentObject !== undefined && fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromEpochCount = common.getValueByPath(fromObject, ['epochCount']);\n  if (parentObject !== undefined && fromEpochCount != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'epochCount'],\n      fromEpochCount,\n    );\n  }\n\n  const fromLearningRateMultiplier = common.getValueByPath(fromObject, [\n    'learningRateMultiplier',\n  ]);\n  if (parentObject !== undefined && fromLearningRateMultiplier != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'learningRateMultiplier'],\n      fromLearningRateMultiplier,\n    );\n  }\n\n  const fromExportLastCheckpointOnly = common.getValueByPath(fromObject, [\n    'exportLastCheckpointOnly',\n  ]);\n  if (parentObject !== undefined && fromExportLastCheckpointOnly != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'exportLastCheckpointOnly'],\n      fromExportLastCheckpointOnly,\n    );\n  }\n\n  const fromAdapterSize = common.getValueByPath(fromObject, ['adapterSize']);\n  if (parentObject !== undefined && fromAdapterSize != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'adapterSize'],\n      fromAdapterSize,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['batchSize']) !== undefined) {\n    throw new Error('batchSize parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['learningRate']) !== undefined) {\n    throw new Error('learningRate parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTrainingDataset = common.getValueByPath(fromObject, [\n    'trainingDataset',\n  ]);\n  if (fromTrainingDataset != null) {\n    common.setValueByPath(\n      toObject,\n      ['supervisedTuningSpec', 'trainingDatasetUri'],\n      tuningDatasetToVertex(apiClient, fromTrainingDataset, toObject),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createTuningJobConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tunedModelCheckpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function tunedModelFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TunedModel,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['name']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['name']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  return toObject;\n}\n\nexport function tuningJobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningJob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(\n      toObject,\n      ['state'],\n      t.tTuningJobStatus(apiClient, fromState),\n    );\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromStartTime = common.getValueByPath(fromObject, [\n    'tuningTask',\n    'startTime',\n  ]);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, [\n    'tuningTask',\n    'completeTime',\n  ]);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTunedModel = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModel'],\n      tunedModelFromMldev(apiClient, fromTunedModel),\n    );\n  }\n\n  const fromDistillationSpec = common.getValueByPath(fromObject, [\n    'distillationSpec',\n  ]);\n  if (fromDistillationSpec != null) {\n    common.setValueByPath(toObject, ['distillationSpec'], fromDistillationSpec);\n  }\n\n  const fromExperiment = common.getValueByPath(fromObject, ['experiment']);\n  if (fromExperiment != null) {\n    common.setValueByPath(toObject, ['experiment'], fromExperiment);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromPipelineJob = common.getValueByPath(fromObject, ['pipelineJob']);\n  if (fromPipelineJob != null) {\n    common.setValueByPath(toObject, ['pipelineJob'], fromPipelineJob);\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromTuningJobs = common.getValueByPath(fromObject, ['tunedModels']);\n  if (fromTuningJobs != null) {\n    let transformedList = fromTuningJobs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningJobFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['tuningJobs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function operationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Operation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelCheckpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelCheckpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCheckpointId = common.getValueByPath(fromObject, ['checkpointId']);\n  if (fromCheckpointId != null) {\n    common.setValueByPath(toObject, ['checkpointId'], fromCheckpointId);\n  }\n\n  const fromEpoch = common.getValueByPath(fromObject, ['epoch']);\n  if (fromEpoch != null) {\n    common.setValueByPath(toObject, ['epoch'], fromEpoch);\n  }\n\n  const fromStep = common.getValueByPath(fromObject, ['step']);\n  if (fromStep != null) {\n    common.setValueByPath(toObject, ['step'], fromStep);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModel,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  const fromCheckpoints = common.getValueByPath(fromObject, ['checkpoints']);\n  if (fromCheckpoints != null) {\n    let transformedList = fromCheckpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tunedModelCheckpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['checkpoints'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function tuningJobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningJob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(\n      toObject,\n      ['state'],\n      t.tTuningJobStatus(apiClient, fromState),\n    );\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTunedModel = common.getValueByPath(fromObject, ['tunedModel']);\n  if (fromTunedModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModel'],\n      tunedModelFromVertex(apiClient, fromTunedModel),\n    );\n  }\n\n  const fromSupervisedTuningSpec = common.getValueByPath(fromObject, [\n    'supervisedTuningSpec',\n  ]);\n  if (fromSupervisedTuningSpec != null) {\n    common.setValueByPath(\n      toObject,\n      ['supervisedTuningSpec'],\n      fromSupervisedTuningSpec,\n    );\n  }\n\n  const fromTuningDataStats = common.getValueByPath(fromObject, [\n    'tuningDataStats',\n  ]);\n  if (fromTuningDataStats != null) {\n    common.setValueByPath(toObject, ['tuningDataStats'], fromTuningDataStats);\n  }\n\n  const fromEncryptionSpec = common.getValueByPath(fromObject, [\n    'encryptionSpec',\n  ]);\n  if (fromEncryptionSpec != null) {\n    common.setValueByPath(toObject, ['encryptionSpec'], fromEncryptionSpec);\n  }\n\n  const fromPartnerModelTuningSpec = common.getValueByPath(fromObject, [\n    'partnerModelTuningSpec',\n  ]);\n  if (fromPartnerModelTuningSpec != null) {\n    common.setValueByPath(\n      toObject,\n      ['partnerModelTuningSpec'],\n      fromPartnerModelTuningSpec,\n    );\n  }\n\n  const fromDistillationSpec = common.getValueByPath(fromObject, [\n    'distillationSpec',\n  ]);\n  if (fromDistillationSpec != null) {\n    common.setValueByPath(toObject, ['distillationSpec'], fromDistillationSpec);\n  }\n\n  const fromExperiment = common.getValueByPath(fromObject, ['experiment']);\n  if (fromExperiment != null) {\n    common.setValueByPath(toObject, ['experiment'], fromExperiment);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromPipelineJob = common.getValueByPath(fromObject, ['pipelineJob']);\n  if (fromPipelineJob != null) {\n    common.setValueByPath(toObject, ['pipelineJob'], fromPipelineJob);\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromTuningJobs = common.getValueByPath(fromObject, ['tuningJobs']);\n  if (fromTuningJobs != null) {\n    let transformedList = fromTuningJobs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningJobFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['tuningJobs'], transformedList);\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_tunings_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Tunings extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Gets a TuningJob.\n   *\n   * @param name - The resource name of the tuning job.\n   * @return - A TuningJob object.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  get = async (\n    params: types.GetTuningJobParameters,\n  ): Promise<types.TuningJob> => {\n    return await this.getInternal(params);\n  };\n\n  /**\n   * Lists tuning jobs.\n   *\n   * @param config - The configuration for the list request.\n   * @return - A list of tuning jobs.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  list = async (\n    params: types.ListTuningJobsParameters = {},\n  ): Promise<Pager<types.TuningJob>> => {\n    return new Pager<types.TuningJob>(\n      PagedItem.PAGED_ITEM_TUNING_JOBS,\n      (x: types.ListTuningJobsParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Creates a supervised fine-tuning job.\n   *\n   * @param params - The parameters for the tuning job.\n   * @return - A TuningJob operation.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  tune = async (\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.TuningJob> => {\n    if (this.apiClient.isVertexAI()) {\n      return await this.tuneInternal(params);\n    } else {\n      const operation = await this.tuneMldevInternal(params);\n      let tunedModelName = '';\n      if (\n        operation['metadata'] !== undefined &&\n        operation['metadata']['tunedModel'] !== undefined\n      ) {\n        tunedModelName = operation['metadata']['tunedModel'] as string;\n      } else if (\n        operation['name'] !== undefined &&\n        operation['name'].includes('/operations/')\n      ) {\n        tunedModelName = operation['name'].split('/operations/')[0];\n      }\n      const tuningJob: types.TuningJob = {\n        name: tunedModelName,\n        state: types.JobState.JOB_STATE_QUEUED,\n      };\n\n      return tuningJob;\n    }\n  };\n\n  private async getInternal(\n    params: types.GetTuningJobParameters,\n  ): Promise<types.TuningJob> {\n    let response: Promise<types.TuningJob>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getTuningJobParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.TuningJob;\n      });\n    } else {\n      const body = converters.getTuningJobParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.TuningJob;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListTuningJobsParameters,\n  ): Promise<types.ListTuningJobsResponse> {\n    let response: Promise<types.ListTuningJobsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listTuningJobsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tuningJobs',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListTuningJobsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listTuningJobsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListTuningJobsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listTuningJobsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tunedModels',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListTuningJobsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listTuningJobsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListTuningJobsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async tuneInternal(\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.TuningJob> {\n    let response: Promise<types.TuningJob>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.createTuningJobParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tuningJobs',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.TuningJob;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  private async tuneMldevInternal(\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.Operation> {\n    let response: Promise<types.Operation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.createTuningJobParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tunedModels',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Operation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.operationFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Operation;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Auth} from '../_auth.js';\n\nexport const GOOGLE_API_KEY_HEADER = 'x-goog-api-key';\n// TODO(b/395122533): We need a secure client side authentication mechanism.\nexport class WebAuth implements Auth {\n  constructor(private readonly apiKey: string) {}\n\n  async addAuthHeaders(headers: Headers): Promise<void> {\n    if (headers.get(GOOGLE_API_KEY_HEADER) !== null) {\n      return;\n    }\n    headers.append(GOOGLE_API_KEY_HEADER, this.apiKey);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {GoogleAuthOptions} from 'google-auth-library';\n\nimport {ApiClient} from './_api_client.js';\nimport {Caches} from './caches.js';\nimport {Chats} from './chats.js';\nimport {CrossDownloader} from './cross/_cross_downloader.js';\nimport {crossError} from './cross/_cross_error.js';\nimport {CrossUploader} from './cross/_cross_uploader.js';\nimport {CrossWebSocketFactory} from './cross/_cross_websocket.js';\nimport {Files} from './files.js';\nimport {Live} from './live.js';\nimport {Models} from './models.js';\nimport {Operations} from './operations.js';\nimport {Tunings} from './tunings.js';\nimport {HttpOptions} from './types.js';\nimport {WebAuth} from './web/_web_auth.js';\n\nconst LANGUAGE_LABEL_PREFIX = 'gl-node/';\n\n/**\n * Google Gen AI SDK's configuration options.\n *\n * See {@link GoogleGenAI} for usage samples.\n */\nexport interface GoogleGenAIOptions {\n  /**\n   * Optional. Determines whether to use the Vertex AI or the Gemini API.\n   *\n   * @remarks\n   * When true, the {@link https://cloud.google.com/vertex-ai/docs/reference/rest | Vertex AI API} will used.\n   * When false, the {@link https://ai.google.dev/api | Gemini API} will be used.\n   *\n   * If unset, default SDK behavior is to use the Gemini API service.\n   */\n  vertexai?: boolean;\n  /**\n   * Optional. The Google Cloud project ID for Vertex AI clients.\n   *\n   * Find your project ID: https://cloud.google.com/resource-manager/docs/creating-managing-projects#identifying_projects\n   *\n   * @remarks\n   * Only supported on Node runtimes, ignored on browser runtimes.\n   */\n  project?: string;\n  /**\n   * Optional. The Google Cloud project {@link https://cloud.google.com/vertex-ai/generative-ai/docs/learn/locations | location} for Vertex AI clients.\n   *\n   * @remarks\n   * Only supported on Node runtimes, ignored on browser runtimes.\n   *\n   */\n  location?: string;\n  /**\n   * The API Key, required for Gemini API clients.\n   *\n   * @remarks\n   * Required on browser runtimes.\n   */\n  apiKey?: string;\n  /**\n   * Optional. The API version to use.\n   *\n   * @remarks\n   * If unset, the default API version will be used.\n   */\n  apiVersion?: string;\n  /**\n   * Optional. Authentication options defined by the by google-auth-library for Vertex AI clients.\n   *\n   * @remarks\n   * @see {@link https://github.com/googleapis/google-auth-library-nodejs/blob/v9.15.0/src/auth/googleauth.ts | GoogleAuthOptions interface in google-auth-library-nodejs}.\n   *\n   * Only supported on Node runtimes, ignored on browser runtimes.\n   *\n   */\n  googleAuthOptions?: GoogleAuthOptions;\n  /**\n   * Optional. A set of customizable configuration for HTTP requests.\n   */\n  httpOptions?: HttpOptions;\n}\n\n/**\n * The Google GenAI SDK.\n *\n * @remarks\n * Provides access to the GenAI features through either the {@link https://cloud.google.com/vertex-ai/docs/reference/rest | Gemini API}\n * or the {@link https://cloud.google.com/vertex-ai/docs/reference/rest | Vertex AI API}.\n *\n * The {@link GoogleGenAIOptions.vertexai} value determines which of the API services to use.\n *\n * When using the Gemini API, a {@link GoogleGenAIOptions.apiKey} must also be set,\n * when using Vertex AI {@link GoogleGenAIOptions.project} and {@link GoogleGenAIOptions.location} must also be set.\n *\n * @example\n * Initializing the SDK for using the Gemini API:\n * ```ts\n * import {GoogleGenAI} from '@google/genai';\n * const ai = new GoogleGenAI({apiKey: 'GEMINI_API_KEY'});\n * ```\n *\n * @example\n * Initializing the SDK for using the Vertex AI API:\n * ```ts\n * import {GoogleGenAI} from '@google/genai';\n * const ai = new GoogleGenAI({\n *   vertexai: true,\n *   project: 'PROJECT_ID',\n *   location: 'PROJECT_LOCATION'\n * });\n * ```\n *\n */\nexport class GoogleGenAI {\n  protected readonly apiClient: ApiClient;\n  private readonly apiKey?: string;\n  public readonly vertexai: boolean;\n  private readonly apiVersion?: string;\n  readonly models: Models;\n  readonly live: Live;\n  readonly chats: Chats;\n  readonly caches: Caches;\n  readonly files: Files;\n  readonly operations: Operations;\n  readonly tunings: Tunings;\n\n  constructor(options: GoogleGenAIOptions) {\n    if (options.apiKey == null) {\n      throw new Error(\n        `An API Key must be set when running in an unspecified environment.\\n + ${crossError().message}`,\n      );\n    }\n    this.vertexai = options.vertexai ?? false;\n    this.apiKey = options.apiKey;\n    this.apiVersion = options.apiVersion;\n    const auth = new WebAuth(this.apiKey);\n    this.apiClient = new ApiClient({\n      auth: auth,\n      apiVersion: this.apiVersion,\n      apiKey: this.apiKey,\n      vertexai: this.vertexai,\n      httpOptions: options.httpOptions,\n      userAgentExtra: LANGUAGE_LABEL_PREFIX + 'cross',\n      uploader: new CrossUploader(),\n      downloader: new CrossDownloader(),\n    });\n    this.models = new Models(this.apiClient);\n    this.live = new Live(this.apiClient, auth, new CrossWebSocketFactory());\n    this.chats = new Chats(this.models, this.apiClient);\n    this.caches = new Caches(this.apiClient);\n    this.files = new Files(this.apiClient);\n    this.operations = new Operations(this.apiClient);\n    this.tunings = new Tunings(this.apiClient);\n  }\n}\n"],"names":["types.Type","videoMetadataToMldev","common.getValueByPath","common.setValueByPath","blobToMldev","partToMldev","contentToMldev","functionDeclarationToMldev","intervalToMldev","googleSearchToMldev","dynamicRetrievalConfigToMldev","googleSearchRetrievalToMldev","urlContextToMldev","toolToMldev","functionCallingConfigToMldev","latLngToMldev","retrievalConfigToMldev","toolConfigToMldev","t.tContents","t.tContent","t.tCachesModel","t.tCachedContentName","videoMetadataToVertex","blobToVertex","partToVertex","contentToVertex","functionDeclarationToVertex","intervalToVertex","googleSearchToVertex","dynamicRetrievalConfigToVertex","googleSearchRetrievalToVertex","enterpriseWebSearchToVertex","apiKeyConfigToVertex","authConfigToVertex","googleMapsToVertex","toolToVertex","functionCallingConfigToVertex","latLngToVertex","retrievalConfigToVertex","toolConfigToVertex","converters.createCachedContentParametersToVertex","common.formatMap","converters.cachedContentFromVertex","converters.createCachedContentParametersToMldev","converters.cachedContentFromMldev","converters.getCachedContentParametersToVertex","converters.getCachedContentParametersToMldev","converters.deleteCachedContentParametersToVertex","converters.deleteCachedContentResponseFromVertex","types.DeleteCachedContentResponse","converters.deleteCachedContentParametersToMldev","converters.deleteCachedContentResponseFromMldev","converters.updateCachedContentParametersToVertex","converters.updateCachedContentParametersToMldev","converters.listCachedContentsParametersToVertex","converters.listCachedContentsResponseFromVertex","types.ListCachedContentsResponse","converters.listCachedContentsParametersToMldev","converters.listCachedContentsResponseFromMldev","t.tFileName","converters.fileFromMldev","converters.listFilesParametersToMldev","converters.listFilesResponseFromMldev","types.ListFilesResponse","converters.createFileParametersToMldev","converters.createFileResponseFromMldev","types.CreateFileResponse","converters.getFileParametersToMldev","converters.deleteFileParametersToMldev","converters.deleteFileResponseFromMldev","types.DeleteFileResponse","prebuiltVoiceConfigToMldev","prebuiltVoiceConfigToVertex","voiceConfigToMldev","voiceConfigToVertex","speakerVoiceConfigToMldev","multiSpeakerVoiceConfigToMldev","speechConfigToMldev","speechConfigToVertex","t.tLiveSpeechConfig","t.tTools","t.tTool","t.tModel","t.tBlobs","t.tAudioBlob","t.tImageBlob","videoMetadataFromMldev","videoMetadataFromVertex","blobFromMldev","blobFromVertex","partFromMldev","partFromVertex","contentFromMldev","contentFromVertex","urlMetadataFromMldev","urlContextMetadataFromMldev","t.tSchema","t.tSpeechConfig","t.tContentsForEmbed","t.tModelsUrl","t.tBytes","t.tExtractModels","videoFromMldev","generatedVideoFromMldev","generateVideosResponseFromMldev","generateVideosOperationFromMldev","videoFromVertex","generatedVideoFromVertex","generateVideosResponseFromVertex","generateVideosOperationFromVertex","handleWebSocketMessage","types.LiveMusicServerMessage","converters.liveMusicServerMessageFromMldev","mapToHeaders","headersToMap","converters.liveMusicClientSetupToMldev","converters.liveMusicClientMessageToMldev","converters.liveMusicSetWeightedPromptsParametersToMldev","converters.liveMusicClientContentToMldev","converters.liveMusicSetConfigParametersToMldev","types.LiveMusicPlaybackControl","types.LiveServerMessage","converters.liveServerMessageFromVertex","converters.liveServerMessageFromMldev","types.Modality","converters.liveConnectParametersToVertex","converters.liveConnectParametersToMldev","converters.liveSendRealtimeInputParametersToVertex","converters.liveSendRealtimeInputParametersToMldev","types.GenerateContentResponse","converters.generateContentParametersToVertex","converters.generateContentResponseFromVertex","converters.generateContentParametersToMldev","converters.generateContentResponseFromMldev","converters.embedContentParametersToVertex","converters.embedContentResponseFromVertex","types.EmbedContentResponse","converters.embedContentParametersToMldev","converters.embedContentResponseFromMldev","converters.generateImagesParametersToVertex","converters.generateImagesResponseFromVertex","types.GenerateImagesResponse","converters.generateImagesParametersToMldev","converters.generateImagesResponseFromMldev","converters.editImageParametersInternalToVertex","converters.editImageResponseFromVertex","types.EditImageResponse","converters.upscaleImageAPIParametersInternalToVertex","converters.upscaleImageResponseFromVertex","types.UpscaleImageResponse","converters.getModelParametersToVertex","converters.modelFromVertex","converters.getModelParametersToMldev","converters.modelFromMldev","converters.listModelsParametersToVertex","converters.listModelsResponseFromVertex","types.ListModelsResponse","converters.listModelsParametersToMldev","converters.listModelsResponseFromMldev","converters.updateModelParametersToVertex","converters.updateModelParametersToMldev","converte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If the\n * base URLs are set after initializing the SDK, the base URLs will not be\n * updated. Base URLs provided in the HttpOptions will also take precedence over\n * URLs set here.\n *\n * @example\n * ```ts\n * import {GoogleGenAI, setDefaultBaseUrls} from '@google/genai';\n * // Override the base URL for the Gemini API.\n * setDefaultBaseUrls({geminiUrl:'https://gemini.google.com'});\n *\n * // Override the base URL for the Vertex AI API.\n * setDefaultBaseUrls({vertexUrl: 'https://vertexai.googleapis.com'});\n *\n * const ai = new GoogleGenAI({apiKey: 'GEMINI_API_KEY'});\n * ```\n */\nexport function setDefaultBaseUrls(baseUrlParams: BaseUrlParameters) {\n  _defaultBaseGeminiUrl = baseUrlParams.geminiUrl;\n  _defaultBaseVertexUrl = baseUrlParams.vertexUrl;\n}\n\n/**\n * Returns the default base URLs for the Gemini API and Vertex AI API.\n */\nexport function getDefaultBaseUrls(): BaseUrlParameters {\n  return {\n    geminiUrl: _defaultBaseGeminiUrl,\n    vertexUrl: _defaultBaseVertexUrl,\n  };\n}\n\n/**\n * Returns the default base URL based on the following priority:\n *   1. Base URLs set via HttpOptions.\n *   2. Base URLs set via the latest call to setDefaultBaseUrls.\n *   3. Base URLs set via environment variables.\n */\nexport function getBaseUrl(\n  options: GoogleGenAIOptions,\n  vertexBaseUrlFromEnv: string | undefined,\n  geminiBaseUrlFromEnv: string | undefined,\n): string | undefined {\n  if (!options.httpOptions?.baseUrl) {\n    const defaultBaseUrls = getDefaultBaseUrls();\n    if (options.vertexai) {\n      return defaultBaseUrls.vertexUrl ?? vertexBaseUrlFromEnv;\n    } else {\n      return defaultBaseUrls.geminiUrl ?? geminiBaseUrlFromEnv;\n    }\n  }\n\n  return options.httpOptions.baseUrl;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nexport class BaseModule {}\n\nexport function formatMap(\n  templateString: string,\n  valueMap: Record<string, unknown>,\n): string {\n  // Use a regular expression to find all placeholders in the template string\n  const regex = /\\{([^}]+)\\}/g;\n\n  // Replace each placeholder with its corresponding value from the valueMap\n  return templateString.replace(regex, (match, key) => {\n    if (Object.prototype.hasOwnProperty.call(valueMap, key)) {\n      const value = valueMap[key];\n      // Convert the value to a string if it's not a string already\n      return value !== undefined && value !== null ? String(value) : '';\n    } else {\n      // Handle missing keys\n      throw new Error(`Key '${key}' not found in valueMap.`);\n    }\n  });\n}\n\nexport function setValueByPath(\n  data: Record<string, unknown>,\n  keys: string[],\n  value: unknown,\n): void {\n  for (let i = 0; i < keys.length - 1; i++) {\n    const key = keys[i];\n\n    if (key.endsWith('[]')) {\n      const keyName = key.slice(0, -2);\n      if (!(keyName in data)) {\n        if (Array.isArray(value)) {\n          data[keyName] = Array.from({length: value.length}, () => ({}));\n        } else {\n          throw new Error(`Value must be a list given an array path ${key}`);\n        }\n      }\n\n      if (Array.isArray(data[keyName])) {\n        const arrayData = data[keyName] as Array<unknown>;\n\n        if (Array.isArray(value)) {\n          for (let j = 0; j < arrayData.length; j++) {\n            const entry = arrayData[j] as Record<string, unknown>;\n            setValueByPath(entry, keys.slice(i + 1), value[j]);\n          }\n        } else {\n          for (const d of arrayData) {\n            setValueByPath(\n              d as Record<string, unknown>,\n              keys.slice(i + 1),\n              value,\n            );\n          }\n        }\n      }\n      return;\n    } else if (key.endsWith('[0]')) {\n      const keyName = key.slice(0, -3);\n      if (!(keyName in data)) {\n        data[keyName] = [{}];\n      }\n      const arrayData = (data as Record<string, unknown>)[keyName];\n      setValueByPath(\n        (arrayData as Array<Record<string, unknown>>)[0],\n        keys.slice(i + 1),\n        value,\n      );\n      return;\n    }\n\n    if (!data[key] || typeof data[key] !== 'object') {\n      data[key] = {};\n    }\n\n    data = data[key] as Record<string, unknown>;\n  }\n\n  const keyToSet = keys[keys.length - 1];\n  const existingData = data[keyToSet];\n\n  if (existingData !== undefined) {\n    if (\n      !value ||\n      (typeof value === 'object' && Object.keys(value).length === 0)\n    ) {\n      return;\n    }\n\n    if (value === existingData) {\n      return;\n    }\n\n    if (\n      typeof existingData === 'object' &&\n      typeof value === 'object' &&\n      existingData !== null &&\n      value !== null\n    ) {\n      Object.assign(existingData, value);\n    } else {\n      throw new Error(`Cannot set value for an existing key. 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Outcome of the code execution. */\nexport enum Outcome {\n  /**\n   * Unspecified status. This value should not be used.\n   */\n  OUTCOME_UNSPECIFIED = 'OUTCOME_UNSPECIFIED',\n  /**\n   * Code execution completed successfully.\n   */\n  OUTCOME_OK = 'OUTCOME_OK',\n  /**\n   * Code execution finished but with a failure. `stderr` should contain the reason.\n   */\n  OUTCOME_FAILED = 'OUTCOME_FAILED',\n  /**\n   * Code execution ran for too long, and was cancelled. There may or may not be a partial output present.\n   */\n  OUTCOME_DEADLINE_EXCEEDED = 'OUTCOME_DEADLINE_EXCEEDED',\n}\n\n/** Required. Programming language of the `code`. */\nexport enum Language {\n  /**\n   * Unspecified language. This value should not be used.\n   */\n  LANGUAGE_UNSPECIFIED = 'LANGUAGE_UNSPECIFIED',\n  /**\n   * Python >= 3.10, with numpy and simpy available.\n   */\n  PYTHON = 'PYTHON',\n}\n\n/** Required. Harm category. */\nexport enum HarmCategory {\n  /**\n   * The harm category is unspecified.\n   */\n  HARM_CATEGORY_UNSPECIFIED = 'HARM_CATEGORY_UNSPECIFIED',\n  /**\n   * The harm category is hate speech.\n   */\n  HARM_CATEGORY_HATE_SPEECH = 'HARM_CATEGORY_HATE_SPEECH',\n  /**\n   * The harm category is dangerous content.\n   */\n  HARM_CATEGORY_DANGEROUS_CONTENT = 'HARM_CATEGORY_DANGEROUS_CONTENT',\n  /**\n   * The harm category is harassment.\n   */\n  HARM_CATEGORY_HARASSMENT = 'HARM_CATEGORY_HARASSMENT',\n  /**\n   * The harm category is sexually explicit content.\n   */\n  HARM_CATEGORY_SEXUALLY_EXPLICIT = 'HARM_CATEGORY_SEXUALLY_EXPLICIT',\n  /**\n   * The harm category is civic integrity.\n   */\n  HARM_CATEGORY_CIVIC_INTEGRITY = 'HARM_CATEGORY_CIVIC_INTEGRITY',\n}\n\n/** Optional. Specify if the threshold is used for probability or severity score. If not specified, the threshold is used for probability score. */\nexport enum HarmBlockMethod {\n  /**\n   * The harm block method is unspecified.\n   */\n  HARM_BLOCK_METHOD_UNSPECIFIED = 'HARM_BLOCK_METHOD_UNSPECIFIED',\n  /**\n   * The harm block method uses both probability and severity scores.\n   */\n  SEVERITY = 'SEVERITY',\n  /**\n   * The harm block method uses the probability score.\n   */\n  PROBABILITY = 'PROBABILITY',\n}\n\n/** Required. The harm block threshold. */\nexport enum HarmBlockThreshold {\n  /**\n   * Unspecified harm block threshold.\n   */\n  HARM_BLOCK_THRESHOLD_UNSPECIFIED = 'HARM_BLOCK_THRESHOLD_UNSPECIFIED',\n  /**\n   * Block low threshold and above (i.e. block more).\n   */\n  BLOCK_LOW_AND_ABOVE = 'BLOCK_LOW_AND_ABOVE',\n  /**\n   * Block medium threshold and above.\n   */\n  BLOCK_MEDIUM_AND_ABOVE = 'BLOCK_MEDIUM_AND_ABOVE',\n  /**\n   * Block only high threshold (i.e. block less).\n   */\n  BLOCK_ONLY_HIGH = 'BLOCK_ONLY_HIGH',\n  /**\n   * Block none.\n   */\n  BLOCK_NONE = 'BLOCK_NONE',\n  /**\n   * Turn off the safety filter.\n   */\n  OFF = 'OFF',\n}\n\n/** Optional. The type of the data. */\nexport enum Type {\n  /**\n   * Not specified, should not be used.\n   */\n  TYPE_UNSPECIFIED = 'TYPE_UNSPECIFIED',\n  /**\n   * OpenAPI string type\n   */\n  STRING = 'STRING',\n  /**\n   * OpenAPI number type\n   */\n  NUMBER = 'NUMBER',\n  /**\n   * OpenAPI integer type\n   */\n  INTEGER = 'INTEGER',\n  /**\n   * OpenAPI boolean type\n   */\n  BOOLEAN = 'BOOLEAN',\n  /**\n   * OpenAPI array type\n   */\n  ARRAY = 'ARRAY',\n  /**\n   * OpenAPI object type\n   */\n  OBJECT = 'OBJECT',\n}\n\n/** The mode of the predictor to be used in dynamic retrieval. */\nexport enum Mode {\n  /**\n   * Always trigger retrieval.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Run retrieval only when system decides it is necessary.\n   */\n  MODE_DYNAMIC = 'MODE_DYNAMIC',\n}\n\n/** Type of auth scheme. */\nexport enum AuthType {\n  AUTH_TYPE_UNSPECIFIED = 'AUTH_TYPE_UNSPECIFIED',\n  /**\n   * No Auth.\n   */\n  NO_AUTH = 'NO_AUTH',\n  /**\n   * API Key Auth.\n   */\n  API_KEY_AUTH = 'API_KEY_AUTH',\n  /**\n   * HTTP Basic Auth.\n   */\n  HTTP_BASIC_AUTH = 'HTTP_BASIC_AUTH',\n  /**\n   * Google Service Account Auth.\n   */\n  GOOGLE_SERVICE_ACCOUNT_AUTH = 'GOOGLE_SERVICE_ACCOUNT_AUTH',\n  /**\n   * OAuth auth.\n   */\n  OAUTH = 'OAUTH',\n  /**\n   * OpenID Connect (OIDC) Auth.\n   */\n  OIDC_AUTH = 'OIDC_AUTH',\n}\n\n/** Output only. The reason why the model stopped generating tokens.\n\n  If empty, the model has not stopped generating the tokens.\n   */\nexport enum FinishReason {\n  /**\n   * The finish reason is unspecified.\n   */\n  FINISH_REASON_UNSPECIFIED = 'FINISH_REASON_UNSPECIFIED',\n  /**\n   * Token generation reached a natural stopping point or a configured stop sequence.\n   */\n  STOP = 'STOP',\n  /**\n   * Token generation reached the configured maximum output tokens.\n   */\n  MAX_TOKENS = 'MAX_TOKENS',\n  /**\n   * Token generation stopped because the content potentially contains safety violations. NOTE: When streaming, [content][] is empty if content filters blocks the output.\n   */\n  SAFETY = 'SAFETY',\n  /**\n   * The token generation stopped because of potential recitation.\n   */\n  RECITATION = 'RECITATION',\n  /**\n   * The token generation stopped because of using an unsupported language.\n   */\n  LANGUAGE = 'LANGUAGE',\n  /**\n   * All other reasons that stopped the token generation.\n   */\n  OTHER = 'OTHER',\n  /**\n   * Token generation stopped because the content contains forbidden terms.\n   */\n  BLOCKLIST = 'BLOCKLIST',\n  /**\n   * Token generation stopped for potentially containing prohibited content.\n   */\n  PROHIBITED_CONTENT = 'PROHIBITED_CONTENT',\n  /**\n   * Token generation stopped because the content potentially contains Sensitive Personally Identifiable Information (SPII).\n   */\n  SPII = 'SPII',\n  /**\n   * The function call generated by the model is invalid.\n   */\n  MALFORMED_FUNCTION_CALL = 'MALFORMED_FUNCTION_CALL',\n  /**\n   * Token generation stopped because generated images have safety violations.\n   */\n  IMAGE_SAFETY = 'IMAGE_SAFETY',\n}\n\n/** Output only. Harm probability levels in the content. */\nexport enum HarmProbability {\n  /**\n   * Harm probability unspecified.\n   */\n  HARM_PROBABILITY_UNSPECIFIED = 'HARM_PROBABILITY_UNSPECIFIED',\n  /**\n   * Negligible level of harm.\n   */\n  NEGLIGIBLE = 'NEGLIGIBLE',\n  /**\n   * Low level of harm.\n   */\n  LOW = 'LOW',\n  /**\n   * Medium level of harm.\n   */\n  MEDIUM = 'MEDIUM',\n  /**\n   * High level of harm.\n   */\n  HIGH = 'HIGH',\n}\n\n/** Output only. Harm severity levels in the content. */\nexport enum HarmSeverity {\n  /**\n   * Harm severity unspecified.\n   */\n  HARM_SEVERITY_UNSPECIFIED = 'HARM_SEVERITY_UNSPECIFIED',\n  /**\n   * Negligible level of harm severity.\n   */\n  HARM_SEVERITY_NEGLIGIBLE = 'HARM_SEVERITY_NEGLIGIBLE',\n  /**\n   * Low level of harm severity.\n   */\n  HARM_SEVERITY_LOW = 'HARM_SEVERITY_LOW',\n  /**\n   * Medium level of harm severity.\n   */\n  HARM_SEVERITY_MEDIUM = 'HARM_SEVERITY_MEDIUM',\n  /**\n   * High level of harm severity.\n   */\n  HARM_SEVERITY_HIGH = 'HARM_SEVERITY_HIGH',\n}\n\n/** Output only. Blocked reason. */\nexport enum BlockedReason {\n  /**\n   * Unspecified blocked reason.\n   */\n  BLOCKED_REASON_UNSPECIFIED = 'BLOCKED_REASON_UNSPECIFIED',\n  /**\n   * Candidates blocked due to safety.\n   */\n  SAFETY = 'SAFETY',\n  /**\n   * Candidates blocked due to other reason.\n   */\n  OTHER = 'OTHER',\n  /**\n   * Candidates blocked due to the terms which are included from the terminology blocklist.\n   */\n  BLOCKLIST = 'BLOCKLIST',\n  /**\n   * Candidates blocked due to prohibited content.\n   */\n  PROHIBITED_CONTENT = 'PROHIBITED_CONTENT',\n}\n\n/** Output only. Traffic type. This shows whether a request consumes Pay-As-You-Go or Provisioned Throughput quota. */\nexport enum TrafficType {\n  /**\n   * Unspecified request traffic type.\n   */\n  TRAFFIC_TYPE_UNSPECIFIED = 'TRAFFIC_TYPE_UNSPECIFIED',\n  /**\n   * Type for Pay-As-You-Go traffic.\n   */\n  ON_DEMAND = 'ON_DEMAND',\n  /**\n   * Type for Provisioned Throughput traffic.\n   */\n  PROVISIONED_THROUGHPUT = 'PROVISIONED_THROUGHPUT',\n}\n\n/** Server content modalities. */\nexport enum Modality {\n  /**\n   * The modality is unspecified.\n   */\n  MODALITY_UNSPECIFIED = 'MODALITY_UNSPECIFIED',\n  /**\n   * Indicates the model should return text\n   */\n  TEXT = 'TEXT',\n  /**\n   * Indicates the model should return images.\n   */\n  IMAGE = 'IMAGE',\n  /**\n   * Indicates the model should return images.\n   */\n  AUDIO = 'AUDIO',\n}\n\n/** The media resolution to use. */\nexport enum MediaResolution {\n  /**\n   * Media resolution has not been set\n   */\n  MEDIA_RESOLUTION_UNSPECIFIED = 'MEDIA_RESOLUTION_UNSPECIFIED',\n  /**\n   * Media resolution set to low (64 tokens).\n   */\n  MEDIA_RESOLUTION_LOW = 'MEDIA_RESOLUTION_LOW',\n  /**\n   * Media resolution set to medium (256 tokens).\n   */\n  MEDIA_RESOLUTION_MEDIUM = 'MEDIA_RESOLUTION_MEDIUM',\n  /**\n   * Media resolution set to high (zoomed reframing with 256 tokens).\n   */\n  MEDIA_RESOLUTION_HIGH = 'MEDIA_RESOLUTION_HIGH',\n}\n\n/** Output only. The detailed state of the job. */\nexport enum JobState {\n  /**\n   * The job state is unspecified.\n   */\n  JOB_STATE_UNSPECIFIED = 'JOB_STATE_UNSPECIFIED',\n  /**\n   * The job has been just created or resumed and processing has not yet begun.\n   */\n  JOB_STATE_QUEUED = 'JOB_STATE_QUEUED',\n  /**\n   * The service is preparing to run the job.\n   */\n  JOB_STATE_PENDING = 'JOB_STATE_PENDING',\n  /**\n   * The job is in progress.\n   */\n  JOB_STATE_RUNNING = 'JOB_STATE_RUNNING',\n  /**\n   * The job completed successfully.\n   */\n  JOB_STATE_SUCCEEDED = 'JOB_STATE_SUCCEEDED',\n  /**\n   * The job failed.\n   */\n  JOB_STATE_FAILED = 'JOB_STATE_FAILED',\n  /**\n   * The job is being cancelled. From this state the job may only go to either `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.\n   */\n  JOB_STATE_CANCELLING = 'JOB_STATE_CANCELLING',\n  /**\n   * The job has been cancelled.\n   */\n  JOB_STATE_CANCELLED = 'JOB_STATE_CANCELLED',\n  /**\n   * The job has been stopped, and can be resumed.\n   */\n  JOB_STATE_PAUSED = 'JOB_STATE_PAUSED',\n  /**\n   * The job has expired.\n   */\n  JOB_STATE_EXPIRED = 'JOB_STATE_EXPIRED',\n  /**\n   * The job is being updated. Only jobs in the `RUNNING` state can be updated. After updating, the job goes back to the `RUNNING` state.\n   */\n  JOB_STATE_UPDATING = 'JOB_STATE_UPDATING',\n  /**\n   * The job is partially succeeded, some results may be missing due to errors.\n   */\n  JOB_STATE_PARTIALLY_SUCCEEDED = 'JOB_STATE_PARTIALLY_SUCCEEDED',\n}\n\n/** Optional. Adapter size for tuning. */\nexport enum AdapterSize {\n  /**\n   * Adapter size is unspecified.\n   */\n  ADAPTER_SIZE_UNSPECIFIED = 'ADAPTER_SIZE_UNSPECIFIED',\n  /**\n   * Adapter size 1.\n   */\n  ADAPTER_SIZE_ONE = 'ADAPTER_SIZE_ONE',\n  /**\n   * Adapter size 2.\n   */\n  ADAPTER_SIZE_TWO = 'ADAPTER_SIZE_TWO',\n  /**\n   * Adapter size 4.\n   */\n  ADAPTER_SIZE_FOUR = 'ADAPTER_SIZE_FOUR',\n  /**\n   * Adapter size 8.\n   */\n  ADAPTER_SIZE_EIGHT = 'ADAPTER_SIZE_EIGHT',\n  /**\n   * Adapter size 16.\n   */\n  ADAPTER_SIZE_SIXTEEN = 'ADAPTER_SIZE_SIXTEEN',\n  /**\n   * Adapter size 32.\n   */\n  ADAPTER_SIZE_THIRTY_TWO = 'ADAPTER_SIZE_THIRTY_TWO',\n}\n\n/** Options for feature selection preference. */\nexport enum FeatureSelectionPreference {\n  FEATURE_SELECTION_PREFERENCE_UNSPECIFIED = 'FEATURE_SELECTION_PREFERENCE_UNSPECIFIED',\n  PRIORITIZE_QUALITY = 'PRIORITIZE_QUALITY',\n  BALANCED = 'BALANCED',\n  PRIORITIZE_COST = 'PRIORITIZE_COST',\n}\n\n/** Defines the function behavior. Defaults to `BLOCKING`. */\nexport enum Behavior {\n  /**\n   * This value is unused.\n   */\n  UNSPECIFIED = 'UNSPECIFIED',\n  /**\n   * If set, the system will wait to receive the function response before continuing the conversation.\n   */\n  BLOCKING = 'BLOCKING',\n  /**\n   * If set, the system will not wait to receive the function response. Instead, it will attempt to handle function responses as they become available while maintaining the conversation between the user and the model.\n   */\n  NON_BLOCKING = 'NON_BLOCKING',\n}\n\n/** Config for the dynamic retrieval config mode. */\nexport enum DynamicRetrievalConfigMode {\n  /**\n   * Always trigger retrieval.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Run retrieval only when system decides it is necessary.\n   */\n  MODE_DYNAMIC = 'MODE_DYNAMIC',\n}\n\n/** Config for the function calling config mode. */\nexport enum FunctionCallingConfigMode {\n  /**\n   * The function calling config mode is unspecified. Should not be used.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Default model behavior, model decides to predict either function calls or natural language response.\n   */\n  AUTO = 'AUTO',\n  /**\n   * Model is constrained to always predicting function calls only. If \"allowed_function_names\" are set, the predicted function calls will be limited to any one of \"allowed_function_names\", else the predicted function calls will be any one of the provided \"function_declarations\".\n   */\n  ANY = 'ANY',\n  /**\n   * Model will not predict any function calls. Model behavior is same as when not passing any function declarations.\n   */\n  NONE = 'NONE',\n}\n\n/** Status of the url retrieval. */\nexport enum UrlRetrievalStatus {\n  /**\n   * Default value. This value is unused\n   */\n  URL_RETRIEVAL_STATUS_UNSPECIFIED = 'URL_RETRIEVAL_STATUS_UNSPECIFIED',\n  /**\n   * Url retrieval is successful.\n   */\n  URL_RETRIEVAL_STATUS_SUCCESS = 'URL_RETRIEVAL_STATUS_SUCCESS',\n  /**\n   * Url retrieval is failed due to error.\n   */\n  URL_RETRIEVAL_STATUS_ERROR = 'URL_RETRIEVAL_STATUS_ERROR',\n}\n\n/** Enum that controls the safety filter level for objectionable content. */\nexport enum SafetyFilterLevel {\n  BLOCK_LOW_AND_ABOVE = 'BLOCK_LOW_AND_ABOVE',\n  BLOCK_MEDIUM_AND_ABOVE = 'BLOCK_MEDIUM_AND_ABOVE',\n  BLOCK_ONLY_HIGH = 'BLOCK_ONLY_HIGH',\n  BLOCK_NONE = 'BLOCK_NONE',\n}\n\n/** Enum that controls the generation of people. */\nexport enum PersonGeneration {\n  DONT_ALLOW = 'DONT_ALLOW',\n  ALLOW_ADULT = 'ALLOW_ADULT',\n  ALLOW_ALL = 'ALLOW_ALL',\n}\n\n/** Enum that specifies the language of the text in the prompt. */\nexport enum ImagePromptLanguage {\n  auto = 'auto',\n  en = 'en',\n  ja = 'ja',\n  ko = 'ko',\n  hi = 'hi',\n}\n\n/** Enum representing the mask mode of a mask reference image. */\nexport enum MaskReferenceMode {\n  MASK_MODE_DEFAULT = 'MASK_MODE_DEFAULT',\n  MASK_MODE_USER_PROVIDED = 'MASK_MODE_USER_PROVIDED',\n  MASK_MODE_BACKGROUND = 'MASK_MODE_BACKGROUND',\n  MASK_MODE_FOREGROUND = 'MASK_MODE_FOREGROUND',\n  MASK_MODE_SEMANTIC = 'MASK_MODE_SEMANTIC',\n}\n\n/** Enum representing the control type of a control reference image. */\nexport enum ControlReferenceType {\n  CONTROL_TYPE_DEFAULT = 'CONTROL_TYPE_DEFAULT',\n  CONTROL_TYPE_CANNY = 'CONTROL_TYPE_CANNY',\n  CONTROL_TYPE_SCRIBBLE = 'CONTROL_TYPE_SCRIBBLE',\n  CONTROL_TYPE_FACE_MESH = 'CONTROL_TYPE_FACE_MESH',\n}\n\n/** Enum representing the subject type of a subject reference image. */\nexport enum SubjectReferenceType {\n  SUBJECT_TYPE_DEFAULT = 'SUBJECT_TYPE_DEFAULT',\n  SUBJECT_TYPE_PERSON = 'SUBJECT_TYPE_PERSON',\n  SUBJECT_TYPE_ANIMAL = 'SUBJECT_TYPE_ANIMAL',\n  SUBJECT_TYPE_PRODUCT = 'SUBJECT_TYPE_PRODUCT',\n}\n\n/** Enum representing the Imagen 3 Edit mode. */\nexport enum EditMode {\n  EDIT_MODE_DEFAULT = 'EDIT_MODE_DEFAULT',\n  EDIT_MODE_INPAINT_REMOVAL = 'EDIT_MODE_INPAINT_REMOVAL',\n  EDIT_MODE_INPAINT_INSERTION = 'EDIT_MODE_INPAINT_INSERTION',\n  EDIT_MODE_OUTPAINT = 'EDIT_MODE_OUTPAINT',\n  EDIT_MODE_CONTROLLED_EDITING = 'EDIT_MODE_CONTROLLED_EDITING',\n  EDIT_MODE_STYLE = 'EDIT_MODE_STYLE',\n  EDIT_MODE_BGSWAP = 'EDIT_MODE_BGSWAP',\n  EDIT_MODE_PRODUCT_IMAGE = 'EDIT_MODE_PRODUCT_IMAGE',\n}\n\n/** State for the lifecycle of a File. */\nexport enum FileState {\n  STATE_UNSPECIFIED = 'STATE_UNSPECIFIED',\n  PROCESSING = 'PROCESSING',\n  ACTIVE = 'ACTIVE',\n  FAILED = 'FAILED',\n}\n\n/** Source of the File. */\nexport enum FileSource {\n  SOURCE_UNSPECIFIED = 'SOURCE_UNSPECIFIED',\n  UPLOADED = 'UPLOADED',\n  GENERATED = 'GENERATED',\n}\n\n/** Server content modalities. */\nexport enum MediaModality {\n  /**\n   * The modality is unspecified.\n   */\n  MODALITY_UNSPECIFIED = 'MODALITY_UNSPECIFIED',\n  /**\n   * Plain text.\n   */\n  TEXT = 'TEXT',\n  /**\n   * Images.\n   */\n  IMAGE = 'IMAGE',\n  /**\n   * Video.\n   */\n  VIDEO = 'VIDEO',\n  /**\n   * Audio.\n   */\n  AUDIO = 'AUDIO',\n  /**\n   * Document, e.g. PDF.\n   */\n  DOCUMENT = 'DOCUMENT',\n}\n\n/** Start of speech sensitivity. */\nexport enum StartSensitivity {\n  /**\n   * The default is START_SENSITIVITY_LOW.\n   */\n  START_SENSITIVITY_UNSPECIFIED = 'START_SENSITIVITY_UNSPECIFIED',\n  /**\n   * Automatic detection will detect the start of speech more often.\n   */\n  START_SENSITIVITY_HIGH = 'START_SENSITIVITY_HIGH',\n  /**\n   * Automatic detection will detect the start of speech less often.\n   */\n  START_SENSITIVITY_LOW = 'START_SENSITIVITY_LOW',\n}\n\n/** End of speech sensitivity. */\nexport enum EndSensitivity {\n  /**\n   * The default is END_SENSITIVITY_LOW.\n   */\n  END_SENSITIVITY_UNSPECIFIED = 'END_SENSITIVITY_UNSPECIFIED',\n  /**\n   * Automatic detection ends speech more often.\n   */\n  END_SENSITIVITY_HIGH = 'END_SENSITIVITY_HIGH',\n  /**\n   * Automatic detection ends speech less often.\n   */\n  END_SENSITIVITY_LOW = 'END_SENSITIVITY_LOW',\n}\n\n/** The different ways of handling user activity. */\nexport enum ActivityHandling {\n  /**\n   * If unspecified, the default behavior is `START_OF_ACTIVITY_INTERRUPTS`.\n   */\n  ACTIVITY_HANDLING_UNSPECIFIED = 'ACTIVITY_HANDLING_UNSPECIFIED',\n  /**\n   * If true, start of activity will interrupt the model's response (also called \"barge in\"). The model's current response will be cut-off in the moment of the interruption. This is the default behavior.\n   */\n  START_OF_ACTIVITY_INTERRUPTS = 'START_OF_ACTIVITY_INTERRUPTS',\n  /**\n   * The model's response will not be interrupted.\n   */\n  NO_INTERRUPTION = 'NO_INTERRUPTION',\n}\n\n/** Options about which input is included in the user's turn. */\nexport enum TurnCoverage {\n  /**\n   * If unspecified, the default behavior is `TURN_INCLUDES_ONLY_ACTIVITY`.\n   */\n  TURN_COVERAGE_UNSPECIFIED = 'TURN_COVERAGE_UNSPECIFIED',\n  /**\n   * The users turn only includes activity since the last turn, excluding inactivity (e.g. silence on the audio stream). This is the default behavior.\n   */\n  TURN_INCLUDES_ONLY_ACTIVITY = 'TURN_INCLUDES_ONLY_ACTIVITY',\n  /**\n   * The users turn includes all realtime input since the last turn, including inactivity (e.g. silence on the audio stream).\n   */\n  TURN_INCLUDES_ALL_INPUT = 'TURN_INCLUDES_ALL_INPUT',\n}\n\n/** Specifies how the response should be scheduled in the conversation. */\nexport enum FunctionResponseScheduling {\n  /**\n   * This value is unused.\n   */\n  SCHEDULING_UNSPECIFIED = 'SCHEDULING_UNSPECIFIED',\n  /**\n   * Only add the result to the conversation context, do not interrupt or trigger generation.\n   */\n  SILENT = 'SILENT',\n  /**\n   * Add the result to the conversation context, and prompt to generate output without interrupting ongoing generation.\n   */\n  WHEN_IDLE = 'WHEN_IDLE',\n  /**\n   * Add the result to the conversation context, interrupt ongoing generation and prompt to generate output.\n   */\n  INTERRUPT = 'INTERRUPT',\n}\n\n/** Scale of the generated music. */\nexport enum Scale {\n  /**\n   * Default value. This value is unused.\n   */\n  SCALE_UNSPECIFIED = 'SCALE_UNSPECIFIED',\n  /**\n   * C major or A minor.\n   */\n  C_MAJOR_A_MINOR = 'C_MAJOR_A_MINOR',\n  /**\n   * Db major or Bb minor.\n   */\n  D_FLAT_MAJOR_B_FLAT_MINOR = 'D_FLAT_MAJOR_B_FLAT_MINOR',\n  /**\n   * D major or B minor.\n   */\n  D_MAJOR_B_MINOR = 'D_MAJOR_B_MINOR',\n  /**\n   * Eb major or C minor\n   */\n  E_FLAT_MAJOR_C_MINOR = 'E_FLAT_MAJOR_C_MINOR',\n  /**\n   * E major or Db minor.\n   */\n  E_MAJOR_D_FLAT_MINOR = 'E_MAJOR_D_FLAT_MINOR',\n  /**\n   * F major or D minor.\n   */\n  F_MAJOR_D_MINOR = 'F_MAJOR_D_MINOR',\n  /**\n   * Gb major or Eb minor.\n   */\n  G_FLAT_MAJOR_E_FLAT_MINOR = 'G_FLAT_MAJOR_E_FLAT_MINOR',\n  /**\n   * G major or E minor.\n   */\n  G_MAJOR_E_MINOR = 'G_MAJOR_E_MINOR',\n  /**\n   * Ab major or F minor.\n   */\n  A_FLAT_MAJOR_F_MINOR = 'A_FLAT_MAJOR_F_MINOR',\n  /**\n   * A major or Gb minor.\n   */\n  A_MAJOR_G_FLAT_MINOR = 'A_MAJOR_G_FLAT_MINOR',\n  /**\n   * Bb major or G minor.\n   */\n  B_FLAT_MAJOR_G_MINOR = 'B_FLAT_MAJOR_G_MINOR',\n  /**\n   * B major or Ab minor.\n   */\n  B_MAJOR_A_FLAT_MINOR = 'B_MAJOR_A_FLAT_MINOR',\n}\n\n/** The mode of music generation. */\nexport enum MusicGenerationMode {\n  /**\n   * This value is unused.\n   */\n  MUSIC_GENERATION_MODE_UNSPECIFIED = 'MUSIC_GENERATION_MODE_UNSPECIFIED',\n  /**\n   * Steer text prompts to regions of latent space with higher quality\n      music.\n   */\n  QUALITY = 'QUALITY',\n  /**\n   * Steer text prompts to regions of latent space with a larger diversity\n      of music.\n   */\n  DIVERSITY = 'DIVERSITY',\n}\n\n/** The playback control signal to apply to the music generation. */\nexport enum LiveMusicPlaybackControl {\n  /**\n   * This value is unused.\n   */\n  PLAYBACK_CONTROL_UNSPECIFIED = 'PLAYBACK_CONTROL_UNSPECIFIED',\n  /**\n   * Start generating the music.\n   */\n  PLAY = 'PLAY',\n  /**\n   * Hold the music generation. Use PLAY to resume from the current position.\n   */\n  PAUSE = 'PAUSE',\n  /**\n   * Stop the music generation and reset the context (prompts retained).\n      Use PLAY to restart the music generation.\n   */\n  STOP = 'STOP',\n  /**\n   * Reset the context of the music generation without stopping it.\n      Retains the current prompts and config.\n   */\n  RESET_CONTEXT = 'RESET_CONTEXT',\n}\n\n/** Describes how the video in the Part should be used by the model. */\nexport declare interface VideoMetadata {\n  /** The frame rate of the video sent to the model. If not specified, the\n        default value will be 1.0. The fps range is (0.0, 24.0]. */\n  fps?: number;\n  /** Optional. The end offset of the video. */\n  endOffset?: string;\n  /** Optional. The start offset of the video. */\n  startOffset?: string;\n}\n\n/** Content blob. */\nexport declare interface Blob {\n  /** Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is not currently used in the Gemini GenerateContent calls. */\n  displayName?: string;\n  /** Required. Raw bytes. */\n  data?: string;\n  /** Required. The IANA standard MIME type of the source data. */\n  mimeType?: string;\n}\n\n/** Result of executing the [ExecutableCode]. Always follows a `part` containing the [ExecutableCode]. */\nexport declare interface CodeExecutionResult {\n  /** Required. Outcome of the code execution. */\n  outcome?: Outcome;\n  /** Optional. Contains stdout when code execution is successful, stderr or other description otherwise. */\n  output?: string;\n}\n\n/** Code generated by the model that is meant to be executed, and the result returned to the model. Generated when using the [FunctionDeclaration] tool and [FunctionCallingConfig] mode is set to [Mode.CODE]. */\nexport declare interface ExecutableCode {\n  /** Required. The code to be executed. */\n  code?: string;\n  /** Required. Programming language of the `code`. */\n  language?: Language;\n}\n\n/** URI based data. */\nexport declare interface FileData {\n  /** Required. URI. */\n  fileUri?: string;\n  /** Required. The IANA standard MIME type of the source data. */\n  mimeType?: string;\n}\n\n/** A function call. */\nexport declare interface FunctionCall {\n  /** The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`. */\n  id?: string;\n  /** Optional. Required. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details. */\n  args?: Record<string, unknown>;\n  /** Required. The name of the function to call. Matches [FunctionDeclaration.name]. */\n  name?: string;\n}\n\n/** A function response. */\nexport class FunctionResponse {\n  /** Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. */\n  willContinue?: boolean;\n  /** Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE. */\n  scheduling?: FunctionResponseScheduling;\n  /** Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`. */\n  id?: string;\n  /** Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name]. */\n  name?: string;\n  /** Required. The function response in JSON object format. Use \"output\" key to specify function output and \"error\" key to specify error details (if any). If \"output\" and \"error\" keys are not specified, then whole \"response\" is treated as function output. */\n  response?: Record<string, unknown>;\n}\n\n/** A datatype containing media content.\n\n  Exactly one field within a Part should be set, representing the specific type\n  of content being conveyed. Using multiple fields within the same `Part`\n  instance is considered invalid.\n   */\nexport declare interface Part {\n  /** Metadata for a given video. */\n  videoMetadata?: VideoMetadata;\n  /** Indicates if the part is thought from the model. */\n  thought?: boolean;\n  /** Optional. Inlined bytes data. */\n  inlineData?: Blob;\n  /** Optional. Result of executing the [ExecutableCode]. */\n  codeExecutionResult?: CodeExecutionResult;\n  /** Optional. Code generated by the model that is meant to be executed. */\n  executableCode?: ExecutableCode;\n  /** Optional. URI based data. */\n  fileData?: FileData;\n  /** Optional. A predicted [FunctionCall] returned from the model that contains a string representing the [FunctionDeclaration.name] with the parameters and their values. */\n  functionCall?: FunctionCall;\n  /** Optional. The result output of a [FunctionCall] that contains a string representing the [FunctionDeclaration.name] and a structured JSON object containing any output from the function call. It is used as context to the model. */\n  functionResponse?: FunctionResponse;\n  /** Optional. Text part (can be code). */\n  text?: string;\n}\n/**\n * Creates a `Part` object from a `URI` string.\n */\nexport function createPartFromUri(uri: string, mimeType: string): Part {\n  return {\n    fileData: {\n      fileUri: uri,\n      mimeType: mimeType,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `text` string.\n */\nexport function createPartFromText(text: string): Part {\n  return {\n    text: text,\n  };\n}\n/**\n * Creates a `Part` object from a `FunctionCall` object.\n */\nexport function createPartFromFunctionCall(\n  name: string,\n  args: Record<string, unknown>,\n): Part {\n  return {\n    functionCall: {\n      name: name,\n      args: args,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `FunctionResponse` object.\n */\nexport function createPartFromFunctionResponse(\n  id: string,\n  name: string,\n  response: Record<string, unknown>,\n): Part {\n  return {\n    functionResponse: {\n      id: id,\n      name: name,\n      response: response,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `base64` encoded `string`.\n */\nexport function createPartFromBase64(data: string, mimeType: string): Part {\n  return {\n    inlineData: {\n      data: data,\n      mimeType: mimeType,\n    },\n  };\n}\n/**\n * Creates a `Part` object from the `outcome` and `output` of a `CodeExecutionResult` object.\n */\nexport function createPartFromCodeExecutionResult(\n  outcome: Outcome,\n  output: string,\n): Part {\n  return {\n    codeExecutionResult: {\n      outcome: outcome,\n      output: output,\n    },\n  };\n}\n/**\n * Creates a `Part` object from the `code` and `language` of an `ExecutableCode` object.\n */\nexport function createPartFromExecutableCode(\n  code: string,\n  language: Language,\n): Part {\n  return {\n    executableCode: {\n      code: code,\n      language: language,\n    },\n  };\n}\n\n/** Contains the multi-part content of a message. */\nexport declare interface Content {\n  /** List of parts that constitute a single message. Each part may have\n      a different IANA MIME type. */\n  parts?: Part[];\n  /** Optional. The producer of the content. Must be either 'user' or\n      'model'. Useful to set for multi-turn conversations, otherwise can be\n      empty. If role is not specified, SDK will determine the role. */\n  role?: string;\n}\nfunction _isPart(obj: unknown): obj is Part {\n  if (typeof obj === 'object' && obj !== null) {\n    return (\n      'fileData' in obj ||\n      'text' in obj ||\n      'functionCall' in obj ||\n      'functionResponse' in obj ||\n      'inlineData' in obj ||\n      'videoMetadata' in obj ||\n      'codeExecutionResult' in obj ||\n      'executableCode' in obj\n    );\n  }\n  return false;\n}\nfunction _toParts(partOrString: PartListUnion | string): Part[] {\n  const parts: Part[] = [];\n  if (typeof partOrString === 'string') {\n    parts.push(createPartFromText(partOrString));\n  } else if (_isPart(partOrString)) {\n    parts.push(partOrString);\n  } else if (Array.isArray(partOrString)) {\n    if (partOrString.length === 0) {\n      throw new Error('partOrString cannot be an empty array');\n    }\n    for (const part of partOrString) {\n      if (typeof part === 'string') {\n        parts.push(createPartFromText(part));\n      } else if (_isPart(part)) {\n        parts.push(part);\n      } else {\n        throw new Error('element in PartUnion must be a Part object or string');\n      }\n    }\n  } else {\n    throw new Error('partOrString must be a Part object, string, or array');\n  }\n  return parts;\n}\n/**\n * Creates a `Content` object with a user role from a `PartListUnion` object or `string`.\n */\nexport function createUserContent(\n  partOrString: PartListUnion | string,\n): Content {\n  return {\n    role: 'user',\n    parts: _toParts(partOrString),\n  };\n}\n\n/**\n * Creates a `Content` object with a model role from a `PartListUnion` object or `string`.\n */\nexport function createModelContent(\n  partOrString: PartListUnion | string,\n): Content {\n  return {\n    role: 'model',\n    parts: _toParts(partOrString),\n  };\n}\n/** HTTP options to be used in each of the requests. */\nexport declare interface HttpOptions {\n  /** The base URL for the AI platform service endpoint. */\n  baseUrl?: string;\n  /** Specifies the version of the API to use. */\n  apiVersion?: string;\n  /** Additional HTTP headers to be sent with the request. */\n  headers?: Record<string, string>;\n  /** Timeout for the request in milliseconds. */\n  timeout?: number;\n}\n\n/** Config for model selection. */\nexport declare interface ModelSelectionConfig {\n  /** Options for feature selection preference. */\n  featureSelectionPreference?: FeatureSelectionPreference;\n}\n\n/** Safety settings. */\nexport declare interface SafetySetting {\n  /** Determines if the harm block method uses probability or probability\n      and severity scores. */\n  method?: HarmBlockMethod;\n  /** Required. Harm category. */\n  category?: HarmCategory;\n  /** Required. The harm block threshold. */\n  threshold?: HarmBlockThreshold;\n}\n\n/** Schema is used to define the format of input/output data. Represents a select subset of an [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may be added in the future as needed. */\nexport declare interface Schema {\n  /** Optional. The value should be validated against any (one or more) of the subschemas in the list. */\n  anyOf?: Schema[];\n  /** Optional. Default value of the data. */\n  default?: unknown;\n  /** Optional. The description of the data. */\n  description?: string;\n  /** Optional. Possible values of the element of primitive type with enum format. Examples: 1. We can define direction as : {type:STRING, format:enum, enum:[\"EAST\", NORTH\", \"SOUTH\", \"WEST\"]} 2. We can define apartment number as : {type:INTEGER, format:enum, enum:[\"101\", \"201\", \"301\"]} */\n  enum?: string[];\n  /** Optional. Example of the object. Will only populated when the object is the root. */\n  example?: unknown;\n  /** Optional. The format of the data. Supported formats: for NUMBER type: \"float\", \"double\" for INTEGER type: \"int32\", \"int64\" for STRING type: \"email\", \"byte\", etc */\n  format?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE ARRAY Schema of the elements of Type.ARRAY. */\n  items?: Schema;\n  /** Optional. Maximum number of the elements for Type.ARRAY. */\n  maxItems?: string;\n  /** Optional. Maximum length of the Type.STRING */\n  maxLength?: string;\n  /** Optional. Maximum number of the properties for Type.OBJECT. */\n  maxProperties?: string;\n  /** Optional. Maximum value of the Type.INTEGER and Type.NUMBER */\n  maximum?: number;\n  /** Optional. Minimum number of the elements for Type.ARRAY. */\n  minItems?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE STRING Minimum length of the Type.STRING */\n  minLength?: string;\n  /** Optional. Minimum number of the properties for Type.OBJECT. */\n  minProperties?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE INTEGER and NUMBER Minimum value of the Type.INTEGER and Type.NUMBER */\n  minimum?: number;\n  /** Optional. Indicates if the value may be null. */\n  nullable?: boolean;\n  /** Optional. Pattern of the Type.STRING to restrict a string to a regular expression. */\n  pattern?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE OBJECT Properties of Type.OBJECT. */\n  properties?: Record<string, Schema>;\n  /** Optional. The order of the properties. Not a standard field in open api spec. Only used to support the order of the properties. */\n  propertyOrdering?: string[];\n  /** Optional. Required properties of Type.OBJECT. */\n  required?: string[];\n  /** Optional. The title of the Schema. */\n  title?: string;\n  /** Optional. The type of the data. */\n  type?: Type;\n}\n\n/** Defines a function that the model can generate JSON inputs for.\n\n  The inputs are based on `OpenAPI 3.0 specifications\n  <https://spec.openapis.org/oas/v3.0.3>`_.\n   */\nexport declare interface FunctionDeclaration {\n  /** Defines the function behavior. */\n  behavior?: Behavior;\n  /** Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function. */\n  description?: string;\n  /** Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots and dashes, with a maximum length of 64. */\n  name?: string;\n  /** Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1 */\n  parameters?: Schema;\n  /** Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function. */\n  response?: Schema;\n}\n\n/** Represents a time interval, encoded as a start time (inclusive) and an end time (exclusive).\n\n  The start time must be less than or equal to the end time.\n  When the start equals the end time, the interval is an empty interval.\n  (matches no time)\n  When both start and end are unspecified, the interval matches any time.\n   */\nexport declare interface Interval {\n  /** The start time of the interval. */\n  startTime?: string;\n  /** The end time of the interval. */\n  endTime?: string;\n}\n\n/** Tool to support Google Search in Model. Powered by Google. */\nexport declare interface GoogleSearch {\n  /** Optional. Filter search results to a specific time range.\n      If customers set a start time, they must set an end time (and vice versa).\n       */\n  timeRangeFilter?: Interval;\n}\n\n/** Describes the options to customize dynamic retrieval. */\nexport declare interface DynamicRetrievalConfig {\n  /** The mode of the predictor to be used in dynamic retrieval. */\n  mode?: DynamicRetrievalConfigMode;\n  /** Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used. */\n  dynamicThreshold?: number;\n}\n\n/** Tool to retrieve public web data for grounding, powered by Google. */\nexport declare interface GoogleSearchRetrieval {\n  /** Specifies the dynamic retrieval configuration for the given source. */\n  dynamicRetrievalConfig?: DynamicRetrievalConfig;\n}\n\n/** Tool to search public web data, powered by Vertex AI Search and Sec4 compliance. */\nexport declare interface EnterpriseWebSearch {}\n\n/** Config for authentication with API key. */\nexport declare interface ApiKeyConfig {\n  /** The API key to be used in the request directly. */\n  apiKeyString?: string;\n}\n\n/** Config for Google Service Account Authentication. */\nexport declare interface AuthConfigGoogleServiceAccountConfig {\n  /** Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension. */\n  serviceAccount?: string;\n}\n\n/** Config for HTTP Basic Authentication. */\nexport declare interface AuthConfigHttpBasicAuthConfig {\n  /** Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource. */\n  credentialSecret?: string;\n}\n\n/** Config for user oauth. */\nexport declare interface AuthConfigOauthConfig {\n  /** Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time. */\n  accessToken?: string;\n  /** The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account. */\n  serviceAccount?: string;\n}\n\n/** Config for user OIDC auth. */\nexport declare interface AuthConfigOidcConfig {\n  /** OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time. */\n  idToken?: string;\n  /** The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents). */\n  serviceAccount?: string;\n}\n\n/** Auth configuration to run the extension. */\nexport declare interface AuthConfig {\n  /** Config for API key auth. */\n  apiKeyConfig?: ApiKeyConfig;\n  /** Type of auth scheme. */\n  authType?: AuthType;\n  /** Config for Google Service Account auth. */\n  googleServiceAccountConfig?: AuthConfigGoogleServiceAccountConfig;\n  /** Config for HTTP Basic auth. */\n  httpBasicAuthConfig?: AuthConfigHttpBasicAuthConfig;\n  /** Config for user oauth. */\n  oauthConfig?: AuthConfigOauthConfig;\n  /** Config for user OIDC auth. */\n  oidcConfig?: AuthConfigOidcConfig;\n}\n\n/** Tool to support Google Maps in Model. */\nexport declare interface GoogleMaps {\n  /** Optional. Auth config for the Google Maps tool. */\n  authConfig?: AuthConfig;\n}\n\n/** Tool to support URL context retrieval. */\nexport declare interface UrlContext {}\n\n/** Retrieve from Vertex AI Search datastore or engine for grounding. datastore and engine are mutually exclusive. See https://cloud.google.com/products/agent-builder */\nexport declare interface VertexAISearch {\n  /** Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}` */\n  datastore?: string;\n  /** Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}` */\n  engine?: string;\n}\n\n/** The definition of the Rag resource. */\nexport declare interface VertexRagStoreRagResource {\n  /** Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}` */\n  ragCorpus?: string;\n  /** Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field. */\n  ragFileIds?: string[];\n}\n\n/** Config for filters. */\nexport declare interface RagRetrievalConfigFilter {\n  /** Optional. String for metadata filtering. */\n  metadataFilter?: string;\n  /** Optional. Only returns contexts with vector distance smaller than the threshold. */\n  vectorDistanceThreshold?: number;\n  /** Optional. Only returns contexts with vector similarity larger than the threshold. */\n  vectorSimilarityThreshold?: number;\n}\n\n/** Config for Hybrid Search. */\nexport declare interface RagRetrievalConfigHybridSearch {\n  /** Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally. */\n  alpha?: number;\n}\n\n/** Config for LlmRanker. */\nexport declare interface RagRetrievalConfigRankingLlmRanker {\n  /** Optional. The model name used for ranking. Format: `gemini-1.5-pro` */\n  modelName?: string;\n}\n\n/** Config for Rank Service. */\nexport declare interface RagRetrievalConfigRankingRankService {\n  /** Optional. The model name of the rank service. Format: `semantic-ranker-512@latest` */\n  modelName?: string;\n}\n\n/** Config for ranking and reranking. */\nexport declare interface RagRetrievalConfigRanking {\n  /** Optional. Config for LlmRanker. */\n  llmRanker?: RagRetrievalConfigRankingLlmRanker;\n  /** Optional. Config for Rank Service. */\n  rankService?: RagRetrievalConfigRankingRankService;\n}\n\n/** Specifies the context retrieval config. */\nexport declare interface RagRetrievalConfig {\n  /** Optional. Config for filters. */\n  filter?: RagRetrievalConfigFilter;\n  /** Optional. Config for Hybrid Search. */\n  hybridSearch?: RagRetrievalConfigHybridSearch;\n  /** Optional. Config for ranking and reranking. */\n  ranking?: RagRetrievalConfigRanking;\n  /** Optional. The number of contexts to retrieve. */\n  topK?: number;\n}\n\n/** Retrieve from Vertex RAG Store for grounding. */\nexport declare interface VertexRagStore {\n  /** Optional. Deprecated. Please use rag_resources instead. */\n  ragCorpora?: string[];\n  /** Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support. */\n  ragResources?: VertexRagStoreRagResource[];\n  /** Optional. The retrieval config for the Rag query. */\n  ragRetrievalConfig?: RagRetrievalConfig;\n  /** Optional. Number of top k results to return from the selected corpora. */\n  similarityTopK?: number;\n  /** Optional. Only return results with vector distance smaller than the threshold. */\n  vectorDistanceThreshold?: number;\n}\n\n/** Defines a retrieval tool that model can call to access external knowledge. */\nexport declare interface Retrieval {\n  /** Optional. Deprecated. This option is no longer supported. */\n  disableAttribution?: boolean;\n  /** Set to use data source powered by Vertex AI Search. */\n  vertexAiSearch?: VertexAISearch;\n  /** Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService. */\n  vertexRagStore?: VertexRagStore;\n}\n\n/** Tool that executes code generated by the model, and automatically returns the result to the model. See also [ExecutableCode]and [CodeExecutionResult] which are input and output to this tool. */\nexport declare interface ToolCodeExecution {}\n\n/** Tool details of a tool that the model may use to generate a response. */\nexport declare interface Tool {\n  /** List of function declarations that the tool supports. */\n  functionDeclarations?: FunctionDeclaration[];\n  /** Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. */\n  retrieval?: Retrieval;\n  /** Optional. Google Search tool type. Specialized retrieval tool\n      that is powered by Google Search. */\n  googleSearch?: GoogleSearch;\n  /** Optional. GoogleSearchRetrieval tool type. Specialized retrieval tool that is powered by Google search. */\n  googleSearchRetrieval?: GoogleSearchRetrieval;\n  /** Optional. Enterprise web search tool type. Specialized retrieval\n      tool that is powered by Vertex AI Search and Sec4 compliance. */\n  enterpriseWebSearch?: EnterpriseWebSearch;\n  /** Optional. Google Maps tool type. Specialized retrieval tool\n      that is powered by Google Maps. */\n  googleMaps?: GoogleMaps;\n  /** Optional. Tool to support URL context retrieval. */\n  urlContext?: UrlContext;\n  /** Optional. CodeExecution tool type. Enables the model to execute code as part of generation. This field is only used by the Gemini Developer API services. */\n  codeExecution?: ToolCodeExecution;\n}\n\n/** Function calling config. */\nexport declare interface FunctionCallingConfig {\n  /** Optional. Function calling mode. */\n  mode?: FunctionCallingConfigMode;\n  /** Optional. Function names to call. Only set when the Mode is ANY. Function names should match [FunctionDeclaration.name]. With mode set to ANY, model will predict a function call from the set of function names provided. */\n  allowedFunctionNames?: string[];\n}\n\n/** An object that represents a latitude/longitude pair.\n\n  This is expressed as a pair of doubles to represent degrees latitude and\n  degrees longitude. Unless specified otherwise, this object must conform to the\n  <a href=\"https://en.wikipedia.org/wiki/World_Geodetic_System#1984_version\">\n  WGS84 standard</a>. Values must be within normalized ranges.\n   */\nexport declare interface LatLng {\n  /** The latitude in degrees. It must be in the range [-90.0, +90.0]. */\n  latitude?: number;\n  /** The longitude in degrees. It must be in the range [-180.0, +180.0] */\n  longitude?: number;\n}\n\n/** Retrieval config.\n */\nexport declare interface RetrievalConfig {\n  /** Optional. The location of the user. */\n  latLng?: LatLng;\n}\n\n/** Tool config.\n\n  This config is shared for all tools provided in the request.\n   */\nexport declare interface ToolConfig {\n  /** Optional. Function calling config. */\n  functionCallingConfig?: FunctionCallingConfig;\n  /** Optional. Retrieval config. */\n  retrievalConfig?: RetrievalConfig;\n}\n\n/** The configuration for the prebuilt speaker to use. */\nexport declare interface PrebuiltVoiceConfig {\n  /** The name of the prebuilt voice to use. */\n  voiceName?: string;\n}\n\n/** The configuration for the voice to use. */\nexport declare interface VoiceConfig {\n  /** The configuration for the speaker to use.\n   */\n  prebuiltVoiceConfig?: PrebuiltVoiceConfig;\n}\n\n/** The configuration for the speaker to use. */\nexport declare interface SpeakerVoiceConfig {\n  /** The name of the speaker to use. Should be the same as in the\n          prompt. */\n  speaker?: string;\n  /** The configuration for the voice to use. */\n  voiceConfig?: VoiceConfig;\n}\n\n/** The configuration for the multi-speaker setup. */\nexport declare interface MultiSpeakerVoiceConfig {\n  /** The configuration for the speaker to use. */\n  speakerVoiceConfigs?: SpeakerVoiceConfig[];\n}\n\n/** The speech generation configuration. */\nexport declare interface SpeechConfig {\n  /** The configuration for the speaker to use.\n   */\n  voiceConfig?: VoiceConfig;\n  /** The configuration for the multi-speaker setup.\n          It is mutually exclusive with the voice_config field.\n           */\n  multiSpeakerVoiceConfig?: MultiSpeakerVoiceConfig;\n  /** Language code (ISO 639. e.g. en-US) for the speech synthesization.\n      Only available for Live API.\n       */\n  languageCode?: string;\n}\n\n/** The configuration for automatic function calling. */\nexport declare interface AutomaticFunctionCallingConfig {\n  /** Whether to disable automatic function calling.\n      If not set or set to False, will enable automatic function calling.\n      If set to True, will disable automatic function calling.\n       */\n  disable?: boolean;\n  /** If automatic function calling is enabled,\n      maximum number of remote calls for automatic function calling.\n      This number should be a positive integer.\n      If not set, SDK will set maximum number of remote calls to 10.\n       */\n  maximumRemoteCalls?: number;\n  /** If automatic function calling is enabled,\n      whether to ignore call history to the response.\n      If not set, SDK will set ignore_call_history to false,\n      and will append the call history to\n      GenerateContentResponse.automatic_function_calling_history.\n       */\n  ignoreCallHistory?: boolean;\n}\n\n/** The thinking features configuration. */\nexport declare interface ThinkingConfig {\n  /** Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n   */\n  includeThoughts?: boolean;\n  /** Indicates the thinking budget in tokens.\n   */\n  thinkingBudget?: number;\n}\n\n/** When automated routing is specified, the routing will be determined by the pretrained routing model and customer provided model routing preference. */\nexport declare interface GenerationConfigRoutingConfigAutoRoutingMode {\n  /** The model routing preference. */\n  modelRoutingPreference?:\n    | 'UNKNOWN'\n    | 'PRIORITIZE_QUALITY'\n    | 'BALANCED'\n    | 'PRIORITIZE_COST';\n}\n\n/** When manual routing is set, the specified model will be used directly. */\nexport declare interface GenerationConfigRoutingConfigManualRoutingMode {\n  /** The model name to use. Only the public LLM models are accepted. e.g. 'gemini-1.5-pro-001'. */\n  modelName?: string;\n}\n\n/** The configuration for routing the request to a specific model. */\nexport declare interface GenerationConfigRoutingConfig {\n  /** Automated routing. */\n  autoMode?: GenerationConfigRoutingConfigAutoRoutingMode;\n  /** Manual routing. */\n  manualMode?: GenerationConfigRoutingConfigManualRoutingMode;\n}\n\n/** Optional model configuration parameters.\n\n  For more information, see `Content generation parameters\n  <https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters>`_.\n   */\nexport declare interface GenerateContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Instructions for the model to steer it toward better performance.\n      For example, \"Answer as concisely as possible\" or \"Don't use technical\n      terms in your response\".\n       */\n  systemInstruction?: ContentUnion;\n  /** Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n       */\n  temperature?: number;\n  /** Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n       */\n  topP?: number;\n  /** For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n       */\n  topK?: number;\n  /** Number of response variations to return.\n   */\n  candidateCount?: number;\n  /** Maximum number of tokens that can be generated in the response.\n   */\n  maxOutputTokens?: number;\n  /** List of strings that tells the model to stop generating text if one\n      of the strings is encountered in the response.\n       */\n  stopSequences?: string[];\n  /** Whether to return the log probabilities of the tokens that were\n      chosen by the model at each step.\n       */\n  responseLogprobs?: boolean;\n  /** Number of top candidate tokens to return the log probabilities for\n      at each generation step.\n       */\n  logprobs?: number;\n  /** Positive values penalize tokens that already appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n       */\n  presencePenalty?: number;\n  /** Positive values penalize tokens that repeatedly appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n       */\n  frequencyPenalty?: number;\n  /** When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n       */\n  seed?: number;\n  /** Output response mimetype of the generated candidate text.\n      Supported mimetype:\n        - `text/plain`: (default) Text output.\n        - `application/json`: JSON response in the candidates.\n      The model needs to be prompted to output the appropriate response type,\n      otherwise the behavior is undefined.\n      This is a preview feature.\n       */\n  responseMimeType?: string;\n  /** The `Schema` object allows the definition of input and output data types.\n      These types can be objects, but also primitives and arrays.\n      Represents a select subset of an [OpenAPI 3.0 schema\n      object](https://spec.openapis.org/oas/v3.0.3#schema).\n      If set, a compatible response_mime_type must also be set.\n      Compatible mimetypes: `application/json`: Schema for JSON response.\n       */\n  responseSchema?: SchemaUnion;\n  /** Configuration for model router requests.\n   */\n  routingConfig?: GenerationConfigRoutingConfig;\n  /** Configuration for model selection.\n   */\n  modelSelectionConfig?: ModelSelectionConfig;\n  /** Safety settings in the request to block unsafe content in the\n      response.\n       */\n  safetySettings?: SafetySetting[];\n  /** Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n       */\n  tools?: ToolListUnion;\n  /** Associates model output to a specific function call.\n   */\n  toolConfig?: ToolConfig;\n  /** Labels with user-defined metadata to break down billed charges. */\n  labels?: Record<string, string>;\n  /** Resource name of a context cache that can be used in subsequent\n      requests.\n       */\n  cachedContent?: string;\n  /** The requested modalities of the response. Represents the set of\n      modalities that the model can return.\n       */\n  responseModalities?: string[];\n  /** If specified, the media resolution specified will be used.\n   */\n  mediaResolution?: MediaResolution;\n  /** The speech generation configuration.\n   */\n  speechConfig?: SpeechConfigUnion;\n  /** If enabled, audio timestamp will be included in the request to the\n       model.\n       */\n  audioTimestamp?: boolean;\n  /** The configuration for automatic function calling.\n   */\n  automaticFunctionCalling?: AutomaticFunctionCallingConfig;\n  /** The thinking features configuration.\n   */\n  thinkingConfig?: ThinkingConfig;\n}\n\n/** Config for models.generate_content parameters. */\nexport declare interface GenerateContentParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Content of the request.\n   */\n  contents: ContentListUnion;\n  /** Configuration that contains optional model parameters.\n   */\n  config?: GenerateContentConfig;\n}\n\n/** Represents a whole or partial calendar date, such as a birthday. The time of day and time zone are either specified elsewhere or are insignificant. The date is relative to the Gregorian Calendar. This can represent one of the following: * A full date, with non-zero year, month, and day values. * A month and day, with a zero year (for example, an anniversary). * A year on its own, with a zero month and a zero day. * A year and month, with a zero day (for example, a credit card expiration date). Related types: * google.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp */\nexport declare interface GoogleTypeDate {\n  /** Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn't significant. */\n  day?: number;\n  /** Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day. */\n  month?: number;\n  /** Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year. */\n  year?: number;\n}\n\n/** Source attributions for content. */\nexport declare interface Citation {\n  /** Output only. End index into the content. */\n  endIndex?: number;\n  /** Output only. License of the attribution. */\n  license?: string;\n  /** Output only. Publication date of the attribution. */\n  publicationDate?: GoogleTypeDate;\n  /** Output only. Start index into the content. */\n  startIndex?: number;\n  /** Output only. Title of the attribution. */\n  title?: string;\n  /** Output only. Url reference of the attribution. */\n  uri?: string;\n}\n\n/** Citation information when the model quotes another source. */\nexport declare interface CitationMetadata {\n  /** Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n       */\n  citations?: Citation[];\n}\n\n/** Context for a single url retrieval. */\nexport declare interface UrlMetadata {\n  /** The URL retrieved by the tool. */\n  retrievedUrl?: string;\n  /** Status of the url retrieval. */\n  urlRetrievalStatus?: UrlRetrievalStatus;\n}\n\n/** Metadata related to url context retrieval tool. */\nexport declare interface UrlContextMetadata {\n  /** List of url context. */\n  urlMetadata?: UrlMetadata[];\n}\n\n/** Chunk from context retrieved by the retrieval tools. */\nexport declare interface GroundingChunkRetrievedContext {\n  /** Text of the attribution. */\n  text?: string;\n  /** Title of the attribution. */\n  title?: string;\n  /** URI reference of the attribution. */\n  uri?: string;\n}\n\n/** Chunk from the web. */\nexport declare interface GroundingChunkWeb {\n  /** Domain of the (original) URI. */\n  domain?: string;\n  /** Title of the chunk. */\n  title?: string;\n  /** URI reference of the chunk. */\n  uri?: string;\n}\n\n/** Grounding chunk. */\nexport declare interface GroundingChunk {\n  /** Grounding chunk from context retrieved by the retrieval tools. */\n  retrievedContext?: GroundingChunkRetrievedContext;\n  /** Grounding chunk from the web. */\n  web?: GroundingChunkWeb;\n}\n\n/** Segment of the content. */\nexport declare interface Segment {\n  /** Output only. End index in the given Part, measured in bytes. Offset from the start of the Part, exclusive, starting at zero. */\n  endIndex?: number;\n  /** Output only. The index of a Part object within its parent Content object. */\n  partIndex?: number;\n  /** Output only. Start index in the given Part, measured in bytes. Offset from the start of the Part, inclusive, starting at zero. */\n  startIndex?: number;\n  /** Output only. The text corresponding to the segment from the response. */\n  text?: string;\n}\n\n/** Grounding support. */\nexport declare interface GroundingSupport {\n  /** Confidence score of the support references. Ranges from 0 to 1. 1 is the most confident. This list must have the same size as the grounding_chunk_indices. */\n  confidenceScores?: number[];\n  /** A list of indices (into 'grounding_chunk') specifying the citations associated with the claim. For instance [1,3,4] means that grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the retrieved content attributed to the claim. */\n  groundingChunkIndices?: number[];\n  /** Segment of the content this support belongs to. */\n  segment?: Segment;\n}\n\n/** Metadata related to retrieval in the grounding flow. */\nexport declare interface RetrievalMetadata {\n  /** Optional. Score indicating how likely information from Google Search could help answer the prompt. The score is in the range `[0, 1]`, where 0 is the least likely and 1 is the most likely. This score is only populated when Google Search grounding and dynamic retrieval is enabled. It will be compared to the threshold to determine whether to trigger Google Search. */\n  googleSearchDynamicRetrievalScore?: number;\n}\n\n/** Google search entry point. */\nexport declare interface SearchEntryPoint {\n  /** Optional. Web content snippet that can be embedded in a web page or an app webview. */\n  renderedContent?: string;\n  /** Optional. Base64 encoded JSON representing array of tuple. */\n  sdkBlob?: string;\n}\n\n/** Metadata returned to client when grounding is enabled. */\nexport declare interface GroundingMetadata {\n  /** List of supporting references retrieved from specified grounding source. */\n  groundingChunks?: GroundingChunk[];\n  /** Optional. List of grounding support. */\n  groundingSupports?: GroundingSupport[];\n  /** Optional. Output only. Retrieval metadata. */\n  retrievalMetadata?: RetrievalMetadata;\n  /** Optional. Queries executed by the retrieval tools. */\n  retrievalQueries?: string[];\n  /** Optional. Google search entry for the following-up web searches. */\n  searchEntryPoint?: SearchEntryPoint;\n  /** Optional. Web search queries for the following-up web search. */\n  webSearchQueries?: string[];\n}\n\n/** Candidate for the logprobs token and score. */\nexport declare interface LogprobsResultCandidate {\n  /** The candidate's log probability. */\n  logProbability?: number;\n  /** The candidate's token string value. */\n  token?: string;\n  /** The candidate's token id value. */\n  tokenId?: number;\n}\n\n/** Candidates with top log probabilities at each decoding step. */\nexport declare interface LogprobsResultTopCandidates {\n  /** Sorted by log probability in descending order. */\n  candidates?: LogprobsResultCandidate[];\n}\n\n/** Logprobs Result */\nexport declare interface LogprobsResult {\n  /** Length = total number of decoding steps. The chosen candidates may or may not be in top_candidates. */\n  chosenCandidates?: LogprobsResultCandidate[];\n  /** Length = total number of decoding steps. */\n  topCandidates?: LogprobsResultTopCandidates[];\n}\n\n/** Safety rating corresponding to the generated content. */\nexport declare interface SafetyRating {\n  /** Output only. Indicates whether the content was filtered out because of this rating. */\n  blocked?: boolean;\n  /** Output only. Harm category. */\n  category?: HarmCategory;\n  /** Output only. Harm probability levels in the content. */\n  probability?: HarmProbability;\n  /** Output only. Harm probability score. */\n  probabilityScore?: number;\n  /** Output only. Harm severity levels in the content. */\n  severity?: HarmSeverity;\n  /** Output only. Harm severity score. */\n  severityScore?: number;\n}\n\n/** A response candidate generated from the model. */\nexport declare interface Candidate {\n  /** Contains the multi-part content of the response.\n   */\n  content?: Content;\n  /** Source attribution of the generated content.\n   */\n  citationMetadata?: CitationMetadata;\n  /** Describes the reason the model stopped generating tokens.\n   */\n  finishMessage?: string;\n  /** Number of tokens for this candidate.\n   */\n  tokenCount?: number;\n  /** The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n       */\n  finishReason?: FinishReason;\n  /** Metadata related to url context retrieval tool. */\n  urlContextMetadata?: UrlContextMetadata;\n  /** Output only. Average log probability score of the candidate. */\n  avgLogprobs?: number;\n  /** Output only. Metadata specifies sources used to ground generated content. */\n  groundingMetadata?: GroundingMetadata;\n  /** Output only. Index of the candidate. */\n  index?: number;\n  /** Output only. Log-likelihood scores for the response tokens and top tokens */\n  logprobsResult?: LogprobsResult;\n  /** Output only. List of ratings for the safety of a response candidate. There is at most one rating per category. */\n  safetyRatings?: SafetyRating[];\n}\n\n/** Content filter results for a prompt sent in the request. */\nexport class GenerateContentResponsePromptFeedback {\n  /** Output only. Blocked reason. */\n  blockReason?: BlockedReason;\n  /** Output only. A readable block reason message. */\n  blockReasonMessage?: string;\n  /** Output only. Safety ratings. */\n  safetyRatings?: SafetyRating[];\n}\n\n/** Represents token counting info for a single modality. */\nexport declare interface ModalityTokenCount {\n  /** The modality associated with this token count. */\n  modality?: MediaModality;\n  /** Number of tokens. */\n  tokenCount?: number;\n}\n\n/** Usage metadata about response(s). */\nexport class GenerateContentResponseUsageMetadata {\n  /** Output only. List of modalities of the cached content in the request input. */\n  cacheTokensDetails?: ModalityTokenCount[];\n  /** Output only. Number of tokens in the cached part in the input (the cached content). */\n  cachedContentTokenCount?: number;\n  /** Number of tokens in the response(s). */\n  candidatesTokenCount?: number;\n  /** Output only. List of modalities that were returned in the response. */\n  candidatesTokensDetails?: ModalityTokenCount[];\n  /** Number of tokens in the request. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content. */\n  promptTokenCount?: number;\n  /** Output only. List of modalities that were processed in the request input. */\n  promptTokensDetails?: ModalityTokenCount[];\n  /** Output only. Number of tokens present in thoughts output. */\n  thoughtsTokenCount?: number;\n  /** Output only. Number of tokens present in tool-use prompt(s). */\n  toolUsePromptTokenCount?: number;\n  /** Output only. List of modalities that were processed for tool-use request inputs. */\n  toolUsePromptTokensDetails?: ModalityTokenCount[];\n  /** Total token count for prompt, response candidates, and tool-use prompts (if present). */\n  totalTokenCount?: number;\n  /** Output only. Traffic type. This shows whether a request consumes Pay-As-You-Go or Provisioned Throughput quota. */\n  trafficType?: TrafficType;\n}\n\n/** Response message for PredictionService.GenerateContent. */\nexport class GenerateContentResponse {\n  /** Response variations returned by the model.\n   */\n  candidates?: Candidate[];\n  /** Timestamp when the request is made to the server.\n   */\n  createTime?: string;\n  /** Identifier for each response.\n   */\n  responseId?: string;\n  /** The history of automatic function calling.\n   */\n  automaticFunctionCallingHistory?: Content[];\n  /** Output only. The model version used to generate the response. */\n  modelVersion?: string;\n  /** Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations. */\n  promptFeedback?: GenerateContentResponsePromptFeedback;\n  /** Usage metadata about the response(s). */\n  usageMetadata?: GenerateContentResponseUsageMetadata;\n  /**\n   * Returns the concatenation of all text parts from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the text from the first\n   * one will be returned.\n   * If there are non-text parts in the response, the concatenation of all text\n   * parts will be returned, and a warning will be logged.\n   * If there are thought parts in the response, the concatenation of all text\n   * parts excluding the thought parts will be returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'Why is the sky blue?',\n   * });\n   *\n   * console.debug(response.text);\n   * ```\n   */\n  get text(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning text from the first one.',\n      );\n    }\n    let text = '';\n    let anyTextPartText = false;\n    const nonTextParts = [];\n    for (const part of this.candidates?.[0]?.content?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'text' &&\n          fieldName !== 'thought' &&\n          (fieldValue !== null || fieldValue !== undefined)\n        ) {\n          nonTextParts.push(fieldName);\n        }\n      }\n      if (typeof part.text === 'string') {\n        if (typeof part.thought === 'boolean' && part.thought) {\n          continue;\n        }\n        anyTextPartText = true;\n        text += part.text;\n      }\n    }\n    if (nonTextParts.length > 0) {\n      console.warn(\n        `there are non-text parts ${nonTextParts} in the response, returning concatenation of all text parts. Please refer to the non text parts for a full response from model.`,\n      );\n    }\n    // part.text === '' is different from part.text is null\n    return anyTextPartText ? text : undefined;\n  }\n\n  /**\n   * Returns the concatenation of all inline data parts from the first candidate\n   * in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the inline data from the\n   * first one will be returned. If there are non-inline data parts in the\n   * response, the concatenation of all inline data parts will be returned, and\n   * a warning will be logged.\n   */\n  get data(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning data from the first one.',\n      );\n    }\n    let data = '';\n    const nonDataParts = [];\n    for (const part of this.candidates?.[0]?.content?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'inlineData' &&\n          (fieldValue !== null || fieldValue !== undefined)\n        ) {\n          nonDataParts.push(fieldName);\n        }\n      }\n      if (part.inlineData && typeof part.inlineData.data === 'string') {\n        data += atob(part.inlineData.data);\n      }\n    }\n    if (nonDataParts.length > 0) {\n      console.warn(\n        `there are non-data parts ${nonDataParts} in the response, returning concatenation of all data parts. Please refer to the non data parts for a full response from model.`,\n      );\n    }\n    return data.length > 0 ? btoa(data) : undefined;\n  }\n\n  /**\n   * Returns the function calls from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the function calls from\n   * the first one will be returned.\n   * If there are no function calls in the response, undefined will be returned.\n   *\n   * @example\n   * ```ts\n   * const controlLightFunctionDeclaration: FunctionDeclaration = {\n   *   name: 'controlLight',\n   *   parameters: {\n   *   type: Type.OBJECT,\n   *   description: 'Set the brightness and color temperature of a room light.',\n   *   properties: {\n   *     brightness: {\n   *       type: Type.NUMBER,\n   *       description:\n   *         'Light level from 0 to 100. Zero is off and 100 is full brightness.',\n   *     },\n   *     colorTemperature: {\n   *       type: Type.STRING,\n   *       description:\n   *         'Color temperature of the light fixture which can be `daylight`, `cool` or `warm`.',\n   *     },\n   *   },\n   *   required: ['brightness', 'colorTemperature'],\n   *  };\n   *  const response = await ai.models.generateContent({\n   *     model: 'gemini-2.0-flash',\n   *     contents: 'Dim the lights so the room feels cozy and warm.',\n   *     config: {\n   *       tools: [{functionDeclarations: [controlLightFunctionDeclaration]}],\n   *       toolConfig: {\n   *         functionCallingConfig: {\n   *           mode: FunctionCallingConfigMode.ANY,\n   *           allowedFunctionNames: ['controlLight'],\n   *         },\n   *       },\n   *     },\n   *   });\n   *  console.debug(JSON.stringify(response.functionCalls));\n   * ```\n   */\n  get functionCalls(): FunctionCall[] | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning function calls from the first one.',\n      );\n    }\n    const functionCalls = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.functionCall)\n      .map((part) => part.functionCall)\n      .filter(\n        (functionCall): functionCall is FunctionCall =>\n          functionCall !== undefined,\n      );\n    if (functionCalls?.length === 0) {\n      return undefined;\n    }\n    return functionCalls;\n  }\n  /**\n   * Returns the first executable code from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the executable code from\n   * the first one will be returned.\n   * If there are no executable code in the response, undefined will be\n   * returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'What is the sum of the first 50 prime numbers? Generate and run code for the calculation, and make sure you get all 50.'\n   *   config: {\n   *     tools: [{codeExecution: {}}],\n   *   },\n   * });\n   *\n   * console.debug(response.executableCode);\n   * ```\n   */\n  get executableCode(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning executable code from the first one.',\n      );\n    }\n    const executableCode = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.executableCode)\n      .map((part) => part.executableCode)\n      .filter(\n        (executableCode): executableCode is ExecutableCode =>\n          executableCode !== undefined,\n      );\n    if (executableCode?.length === 0) {\n      return undefined;\n    }\n\n    return executableCode?.[0]?.code;\n  }\n  /**\n   * Returns the first code execution result from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the code execution result from\n   * the first one will be returned.\n   * If there are no code execution result in the response, undefined will be returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'What is the sum of the first 50 prime numbers? Generate and run code for the calculation, and make sure you get all 50.'\n   *   config: {\n   *     tools: [{codeExecution: {}}],\n   *   },\n   * });\n   *\n   * console.debug(response.codeExecutionResult);\n   * ```\n   */\n  get codeExecutionResult(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning code execution result from the first one.',\n      );\n    }\n    const codeExecutionResult = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.codeExecutionResult)\n      .map((part) => part.codeExecutionResult)\n      .filter(\n        (codeExecutionResult): codeExecutionResult is CodeExecutionResult =>\n          codeExecutionResult !== undefined,\n      );\n    if (codeExecutionResult?.length === 0) {\n      return undefined;\n    }\n    return codeExecutionResult?.[0]?.output;\n  }\n}\n\nexport type ReferenceImage =\n  | RawReferenceImage\n  | MaskReferenceImage\n  | ControlReferenceImage\n  | StyleReferenceImage\n  | SubjectReferenceImage;\n\n/** Parameters for the request to edit an image. */\nexport declare interface EditImageParameters {\n  /** The model to use. */\n  model: string;\n  /** A text description of the edit to apply to the image. */\n  prompt: string;\n  /** The reference images for Imagen 3 editing. */\n  referenceImages: ReferenceImage[];\n  /** Configuration for editing. */\n  config?: EditImageConfig;\n}\n\n/** Optional parameters for the embed_content method. */\nexport declare interface EmbedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Type of task for which the embedding will be used.\n   */\n  taskType?: string;\n  /** Title for the text. Only applicable when TaskType is\n      `RETRIEVAL_DOCUMENT`.\n       */\n  title?: string;\n  /** Reduced dimension for the output embedding. If set,\n      excessive values in the output embedding are truncated from the end.\n      Supported by newer models since 2024 only. You cannot set this value if\n      using the earlier model (`models/embedding-001`).\n       */\n  outputDimensionality?: number;\n  /** Vertex API only. The MIME type of the input.\n   */\n  mimeType?: string;\n  /** Vertex API only. Whether to silently truncate inputs longer than\n      the max sequence length. If this option is set to false, oversized inputs\n      will lead to an INVALID_ARGUMENT error, similar to other text APIs.\n       */\n  autoTruncate?: boolean;\n}\n\n/** Parameters for the embed_content method. */\nexport declare interface EmbedContentParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** The content to embed. Only the `parts.text` fields will be counted.\n   */\n  contents: ContentListUnion;\n  /** Configuration that contains optional parameters.\n   */\n  config?: EmbedContentConfig;\n}\n\n/** Statistics of the input text associated with the result of content embedding. */\nexport declare interface ContentEmbeddingStatistics {\n  /** Vertex API only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n       */\n  truncated?: boolean;\n  /** Vertex API only. Number of tokens of the input text.\n   */\n  tokenCount?: number;\n}\n\n/** The embedding generated from an input content. */\nexport declare interface ContentEmbedding {\n  /** A list of floats representing an embedding.\n   */\n  values?: number[];\n  /** Vertex API only. Statistics of the input text associated with this\n      embedding.\n       */\n  statistics?: ContentEmbeddingStatistics;\n}\n\n/** Request-level metadata for the Vertex Embed Content API. */\nexport declare interface EmbedContentMetadata {\n  /** Vertex API only. The total number of billable characters included\n      in the request.\n       */\n  billableCharacterCount?: number;\n}\n\n/** Response for the embed_content method. */\nexport class EmbedContentResponse {\n  /** The embeddings for each request, in the same order as provided in\n      the batch request.\n       */\n  embeddings?: ContentEmbedding[];\n  /** Vertex API only. Metadata about the request.\n   */\n  metadata?: EmbedContentMetadata;\n}\n\n/** The config for generating an images. */\nexport declare interface GenerateImagesConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage URI used to store the generated images.\n   */\n  outputGcsUri?: string;\n  /** Description of what to discourage in the generated images.\n   */\n  negativePrompt?: string;\n  /** Number of images to generate.\n   */\n  numberOfImages?: number;\n  /** Aspect ratio of the generated images.\n   */\n  aspectRatio?: string;\n  /** Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.\n       */\n  guidanceScale?: number;\n  /** Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.\n       */\n  seed?: number;\n  /** Filter level for safety filtering.\n   */\n  safetyFilterLevel?: SafetyFilterLevel;\n  /** Allows generation of people by the model.\n   */\n  personGeneration?: PersonGeneration;\n  /** Whether to report the safety scores of each generated image and\n      the positive prompt in the response.\n       */\n  includeSafetyAttributes?: boolean;\n  /** Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.\n       */\n  includeRaiReason?: boolean;\n  /** Language of the text in the prompt.\n   */\n  language?: ImagePromptLanguage;\n  /** MIME type of the generated image.\n   */\n  outputMimeType?: string;\n  /** Compression quality of the generated image (for ``image/jpeg``\n      only).\n       */\n  outputCompressionQuality?: number;\n  /** Whether to add a watermark to the generated images.\n   */\n  addWatermark?: boolean;\n  /** Whether to use the prompt rewriting logic.\n   */\n  enhancePrompt?: boolean;\n}\n\n/** The parameters for generating images. */\nexport declare interface GenerateImagesParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Text prompt that typically describes the images to output.\n   */\n  prompt: string;\n  /** Configuration for generating images.\n   */\n  config?: GenerateImagesConfig;\n}\n\n/** An image. */\nexport declare interface Image {\n  /** The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.\n       */\n  gcsUri?: string;\n  /** The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.\n       */\n  imageBytes?: string;\n  /** The MIME type of the image. */\n  mimeType?: string;\n}\n\n/** Safety attributes of a GeneratedImage or the user-provided prompt. */\nexport declare interface SafetyAttributes {\n  /** List of RAI categories.\n   */\n  categories?: string[];\n  /** List of scores of each categories.\n   */\n  scores?: number[];\n  /** Internal use only.\n   */\n  contentType?: string;\n}\n\n/** An output image. */\nexport declare interface GeneratedImage {\n  /** The output image data.\n   */\n  image?: Image;\n  /** Responsible AI filter reason if the image is filtered out of the\n      response.\n       */\n  raiFilteredReason?: string;\n  /** Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.\n       */\n  safetyAttributes?: SafetyAttributes;\n  /** The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.\n       */\n  enhancedPrompt?: string;\n}\n\n/** The output images response. */\nexport class GenerateImagesResponse {\n  /** List of generated images.\n   */\n  generatedImages?: GeneratedImage[];\n  /** Safety attributes of the positive prompt. Only populated if\n      ``include_safety_attributes`` is set to True.\n       */\n  positivePromptSafetyAttributes?: SafetyAttributes;\n}\n\n/** Configuration for a Mask reference image. */\nexport declare interface MaskReferenceConfig {\n  /** Prompts the model to generate a mask instead of you needing to\n      provide one (unless MASK_MODE_USER_PROVIDED is used). */\n  maskMode?: MaskReferenceMode;\n  /** A list of up to 5 class ids to use for semantic segmentation.\n      Automatically creates an image mask based on specific objects. */\n  segmentationClasses?: number[];\n  /** Dilation percentage of the mask provided.\n      Float between 0 and 1. */\n  maskDilation?: number;\n}\n\n/** Configuration for a Control reference image. */\nexport declare interface ControlReferenceConfig {\n  /** The type of control reference image to use. */\n  controlType?: ControlReferenceType;\n  /** Defaults to False. When set to True, the control image will be\n      computed by the model based on the control type. When set to False,\n      the control image must be provided by the user. */\n  enableControlImageComputation?: boolean;\n}\n\n/** Configuration for a Style reference image. */\nexport declare interface StyleReferenceConfig {\n  /** A text description of the style to use for the generated image. */\n  styleDescription?: string;\n}\n\n/** Configuration for a Subject reference image. */\nexport declare interface SubjectReferenceConfig {\n  /** The subject type of a subject reference image. */\n  subjectType?: SubjectReferenceType;\n  /** Subject description for the image. */\n  subjectDescription?: string;\n}\n\n/** Configuration for editing an image. */\nexport declare interface EditImageConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage URI used to store the generated images.\n   */\n  outputGcsUri?: string;\n  /** Description of what to discourage in the generated images.\n   */\n  negativePrompt?: string;\n  /** Number of images to generate.\n   */\n  numberOfImages?: number;\n  /** Aspect ratio of the generated images.\n   */\n  aspectRatio?: string;\n  /** Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.\n       */\n  guidanceScale?: number;\n  /** Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.\n       */\n  seed?: number;\n  /** Filter level for safety filtering.\n   */\n  safetyFilterLevel?: SafetyFilterLevel;\n  /** Allows generation of people by the model.\n   */\n  personGeneration?: PersonGeneration;\n  /** Whether to report the safety scores of each generated image and\n      the positive prompt in the response.\n       */\n  includeSafetyAttributes?: boolean;\n  /** Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.\n       */\n  includeRaiReason?: boolean;\n  /** Language of the text in the prompt.\n   */\n  language?: ImagePromptLanguage;\n  /** MIME type of the generated image.\n   */\n  outputMimeType?: string;\n  /** Compression quality of the generated image (for ``image/jpeg``\n      only).\n       */\n  outputCompressionQuality?: number;\n  /** Describes the editing mode for the request. */\n  editMode?: EditMode;\n  /** The number of sampling steps. A higher value has better image\n      quality, while a lower value has better latency. */\n  baseSteps?: number;\n}\n\n/** Response for the request to edit an image. */\nexport class EditImageResponse {\n  /** Generated images. */\n  generatedImages?: GeneratedImage[];\n}\n\nexport class UpscaleImageResponse {\n  /** Generated images. */\n  generatedImages?: GeneratedImage[];\n}\n\n/** Optional parameters for models.get method. */\nexport declare interface GetModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\nexport declare interface GetModelParameters {\n  model: string;\n  /** Optional parameters for the request. */\n  config?: GetModelConfig;\n}\n\n/** An endpoint where you deploy models. */\nexport declare interface Endpoint {\n  /** Resource name of the endpoint. */\n  name?: string;\n  /** ID of the model that's deployed to the endpoint. */\n  deployedModelId?: string;\n}\n\n/** A tuned machine learning model. */\nexport declare interface TunedModelInfo {\n  /** ID of the base model that you want to tune. */\n  baseModel?: string;\n  /** Date and time when the base model was created. */\n  createTime?: string;\n  /** Date and time when the base model was last updated. */\n  updateTime?: string;\n}\n\n/** Describes the machine learning model version checkpoint. */\nexport declare interface Checkpoint {\n  /** The ID of the checkpoint.\n   */\n  checkpointId?: string;\n  /** The epoch of the checkpoint.\n   */\n  epoch?: string;\n  /** The step of the checkpoint.\n   */\n  step?: string;\n}\n\n/** A trained machine learning model. */\nexport declare interface Model {\n  /** Resource name of the model. */\n  name?: string;\n  /** Display name of the model. */\n  displayName?: string;\n  /** Description of the model. */\n  description?: string;\n  /** Version ID of the model. A new version is committed when a new\n      model version is uploaded or trained under an existing model ID. The\n      version ID is an auto-incrementing decimal number in string\n      representation. */\n  version?: string;\n  /** List of deployed models created from this base model. Note that a\n      model could have been deployed to endpoints in different locations. */\n  endpoints?: Endpoint[];\n  /** Labels with user-defined metadata to organize your models. */\n  labels?: Record<string, string>;\n  /** Information about the tuned model from the base model. */\n  tunedModelInfo?: TunedModelInfo;\n  /** The maximum number of input tokens that the model can handle. */\n  inputTokenLimit?: number;\n  /** The maximum number of output tokens that the model can generate. */\n  outputTokenLimit?: number;\n  /** List of actions that are supported by the model. */\n  supportedActions?: string[];\n  /** The default checkpoint id of a model version.\n   */\n  defaultCheckpointId?: string;\n  /** The checkpoints of the model. */\n  checkpoints?: Checkpoint[];\n}\n\nexport declare interface ListModelsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n  filter?: string;\n  /** Set true to list base models, false to list tuned models. */\n  queryBase?: boolean;\n}\n\nexport declare interface ListModelsParameters {\n  config?: ListModelsConfig;\n}\n\nexport class ListModelsResponse {\n  nextPageToken?: string;\n  models?: Model[];\n}\n\n/** Configuration for updating a tuned model. */\nexport declare interface UpdateModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  displayName?: string;\n  description?: string;\n  defaultCheckpointId?: string;\n}\n\n/** Configuration for updating a tuned model. */\nexport declare interface UpdateModelParameters {\n  model: string;\n  config?: UpdateModelConfig;\n}\n\n/** Configuration for deleting a tuned model. */\nexport declare interface DeleteModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for deleting a tuned model. */\nexport declare interface DeleteModelParameters {\n  model: string;\n  /** Optional parameters for the request. */\n  config?: DeleteModelConfig;\n}\n\nexport class DeleteModelResponse {}\n\n/** Generation config. */\nexport declare interface GenerationConfig {\n  /** Optional. If enabled, audio timestamp will be included in the request to the model. */\n  audioTimestamp?: boolean;\n  /** Optional. Number of candidates to generate. */\n  candidateCount?: number;\n  /** Optional. Frequency penalties. */\n  frequencyPenalty?: number;\n  /** Optional. Logit probabilities. */\n  logprobs?: number;\n  /** Optional. The maximum number of output tokens to generate per message. */\n  maxOutputTokens?: number;\n  /** Optional. If specified, the media resolution specified will be used. */\n  mediaResolution?: MediaResolution;\n  /** Optional. Positive penalties. */\n  presencePenalty?: number;\n  /** Optional. If true, export the logprobs results in response. */\n  responseLogprobs?: boolean;\n  /** Optional. Output response mimetype of the generated candidate text. Supported mimetype: - `text/plain`: (default) Text output. - `application/json`: JSON response in the candidates. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. This is a preview feature. */\n  responseMimeType?: string;\n  /** Optional. The `Schema` object allows the definition of input and output data types. These types can be objects, but also primitives and arrays. Represents a select subset of an [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema). If set, a compatible response_mime_type must also be set. Compatible mimetypes: `application/json`: Schema for JSON response. */\n  responseSchema?: Schema;\n  /** Optional. Routing configuration. */\n  routingConfig?: GenerationConfigRoutingConfig;\n  /** Optional. Seed. */\n  seed?: number;\n  /** Optional. Stop sequences. */\n  stopSequences?: string[];\n  /** Optional. Controls the randomness of predictions. */\n  temperature?: number;\n  /** Optional. If specified, top-k sampling will be used. */\n  topK?: number;\n  /** Optional. If specified, nucleus sampling will be used. */\n  topP?: number;\n}\n\n/** Config for the count_tokens method. */\nexport declare interface CountTokensConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Instructions for the model to steer it toward better performance.\n   */\n  systemInstruction?: ContentUnion;\n  /** Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n       */\n  tools?: Tool[];\n  /** Configuration that the model uses to generate the response. Not\n      supported by the Gemini Developer API.\n       */\n  generationConfig?: GenerationConfig;\n}\n\n/** Parameters for counting tokens. */\nexport declare interface CountTokensParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Input content. */\n  contents: ContentListUnion;\n  /** Configuration for counting tokens. */\n  config?: CountTokensConfig;\n}\n\n/** Response for counting tokens. */\nexport class CountTokensResponse {\n  /** Total number of tokens. */\n  totalTokens?: number;\n  /** Number of tokens in the cached part of the prompt (the cached content). */\n  cachedContentTokenCount?: number;\n}\n\n/** Optional parameters for computing tokens. */\nexport declare interface ComputeTokensConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for computing tokens. */\nexport declare interface ComputeTokensParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Input content. */\n  contents: ContentListUnion;\n  /** Optional parameters for the request.\n   */\n  config?: ComputeTokensConfig;\n}\n\n/** Tokens info with a list of tokens and the corresponding list of token ids. */\nexport declare interface TokensInfo {\n  /** Optional. Optional fields for the role from the corresponding Content. */\n  role?: string;\n  /** A list of token ids from the input. */\n  tokenIds?: string[];\n  /** A list of tokens from the input. */\n  tokens?: string[];\n}\n\n/** Response for computing tokens. */\nexport class ComputeTokensResponse {\n  /** Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances. */\n  tokensInfo?: TokensInfo[];\n}\n\n/** Configuration for generating videos. */\nexport declare interface GenerateVideosConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Number of output videos. */\n  numberOfVideos?: number;\n  /** The gcs bucket where to save the generated videos. */\n  outputGcsUri?: string;\n  /** Frames per second for video generation. */\n  fps?: number;\n  /** Duration of the clip for video generation in seconds. */\n  durationSeconds?: number;\n  /** The RNG seed. If RNG seed is exactly same for each request with unchanged inputs, the prediction results will be consistent. Otherwise, a random RNG seed will be used each time to produce a different result. */\n  seed?: number;\n  /** The aspect ratio for the generated video. 16:9 (landscape) and 9:16 (portrait) are supported. */\n  aspectRatio?: string;\n  /** The resolution for the generated video. 1280x720, 1920x1080 are supported. */\n  resolution?: string;\n  /** Whether allow to generate person videos, and restrict to specific ages. Supported values are: dont_allow, allow_adult. */\n  personGeneration?: string;\n  /** The pubsub topic where to publish the video generation progress. */\n  pubsubTopic?: string;\n  /** Optional field in addition to the text content. Negative prompts can be explicitly stated here to help generate the video. */\n  negativePrompt?: string;\n  /** Whether to use the prompt rewriting logic. */\n  enhancePrompt?: boolean;\n}\n\n/** Class that represents the parameters for generating an image. */\nexport declare interface GenerateVideosParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** The text prompt for generating the videos. Optional for image to video use cases. */\n  prompt?: string;\n  /** The input image for generating the videos.\n      Optional if prompt is provided. */\n  image?: Image;\n  /** Configuration for generating videos. */\n  config?: GenerateVideosConfig;\n}\n\n/** A generated video. */\nexport declare interface Video {\n  /** Path to another storage. */\n  uri?: string;\n  /** Video bytes. */\n  videoBytes?: string;\n  /** Video encoding, for example \"video/mp4\". */\n  mimeType?: string;\n}\n\n/** A generated video. */\nexport declare interface GeneratedVideo {\n  /** The output video */\n  video?: Video;\n}\n\n/** Response with generated videos. */\nexport class GenerateVideosResponse {\n  /** List of the generated videos */\n  generatedVideos?: GeneratedVideo[];\n  /** Returns if any videos were filtered due to RAI policies. */\n  raiMediaFilteredCount?: number;\n  /** Returns rai failure reasons if any. */\n  raiMediaFilteredReasons?: string[];\n}\n\n/** A video generation operation. */\nexport declare interface GenerateVideosOperation {\n  /** The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`. */\n  name?: string;\n  /** Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any. */\n  metadata?: Record<string, unknown>;\n  /** If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available. */\n  done?: boolean;\n  /** The error result of the operation in case of failure or cancellation. */\n  error?: Record<string, unknown>;\n  /** The generated videos. */\n  response?: GenerateVideosResponse;\n}\n\n/** Optional parameters for tunings.get method. */\nexport declare interface GetTuningJobConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the get method. */\nexport declare interface GetTuningJobParameters {\n  name: string;\n  /** Optional parameters for the request. */\n  config?: GetTuningJobConfig;\n}\n\n/** TunedModelCheckpoint for the Tuned Model of a Tuning Job. */\nexport declare interface TunedModelCheckpoint {\n  /** The ID of the checkpoint.\n   */\n  checkpointId?: string;\n  /** The epoch of the checkpoint.\n   */\n  epoch?: string;\n  /** The step of the checkpoint.\n   */\n  step?: string;\n  /** The Endpoint resource name that the checkpoint is deployed to.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n       */\n  endpoint?: string;\n}\n\nexport declare interface TunedModel {\n  /** Output only. The resource name of the TunedModel. Format: `projects/{project}/locations/{location}/models/{model}`. */\n  model?: string;\n  /** Output only. A resource name of an Endpoint. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`. */\n  endpoint?: string;\n  /** The checkpoints associated with this TunedModel.\n      This field is only populated for tuning jobs that enable intermediate\n      checkpoints. */\n  checkpoints?: TunedModelCheckpoint[];\n}\n\n/** The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by [gRPC](https://github.com/grpc). Each `Status` message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the [API Design Guide](https://cloud.google.com/apis/design/errors). */\nexport declare interface GoogleRpcStatus {\n  /** The status code, which should be an enum value of google.rpc.Code. */\n  code?: number;\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  details?: Record<string, unknown>[];\n  /** A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client. */\n  message?: string;\n}\n\n/** Hyperparameters for SFT. */\nexport declare interface SupervisedHyperParameters {\n  /** Optional. Adapter size for tuning. */\n  adapterSize?: AdapterSize;\n  /** Optional. Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: string;\n  /** Optional. Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n}\n\n/** Tuning Spec for Supervised Tuning for first party models. */\nexport declare interface SupervisedTuningSpec {\n  /** Optional. Hyperparameters for SFT. */\n  hyperParameters?: SupervisedHyperParameters;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n  /** Optional. If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. */\n  exportLastCheckpointOnly?: boolean;\n}\n\n/** Dataset bucket used to create a histogram for the distribution given a population of values. */\nexport declare interface DatasetDistributionDistributionBucket {\n  /** Output only. Number of values in the bucket. */\n  count?: string;\n  /** Output only. Left bound of the bucket. */\n  left?: number;\n  /** Output only. Right bound of the bucket. */\n  right?: number;\n}\n\n/** Distribution computed over a tuning dataset. */\nexport declare interface DatasetDistribution {\n  /** Output only. Defines the histogram bucket. */\n  buckets?: DatasetDistributionDistributionBucket[];\n  /** Output only. The maximum of the population values. */\n  max?: number;\n  /** Output only. The arithmetic mean of the values in the population. */\n  mean?: number;\n  /** Output only. The median of the values in the population. */\n  median?: number;\n  /** Output only. The minimum of the population values. */\n  min?: number;\n  /** Output only. The 5th percentile of the values in the population. */\n  p5?: number;\n  /** Output only. The 95th percentile of the values in the population. */\n  p95?: number;\n  /** Output only. Sum of a given population of values. */\n  sum?: number;\n}\n\n/** Statistics computed over a tuning dataset. */\nexport declare interface DatasetStats {\n  /** Output only. Number of billable characters in the tuning dataset. */\n  totalBillableCharacterCount?: string;\n  /** Output only. Number of tuning characters in the tuning dataset. */\n  totalTuningCharacterCount?: string;\n  /** Output only. Number of examples in the tuning dataset. */\n  tuningDatasetExampleCount?: string;\n  /** Output only. Number of tuning steps for this Tuning Job. */\n  tuningStepCount?: string;\n  /** Output only. Sample user messages in the training dataset uri. */\n  userDatasetExamples?: Content[];\n  /** Output only. Dataset distributions for the user input tokens. */\n  userInputTokenDistribution?: DatasetDistribution;\n  /** Output only. Dataset distributions for the messages per example. */\n  userMessagePerExampleDistribution?: DatasetDistribution;\n  /** Output only. Dataset distributions for the user output tokens. */\n  userOutputTokenDistribution?: DatasetDistribution;\n}\n\n/** Statistics computed for datasets used for distillation. */\nexport declare interface DistillationDataStats {\n  /** Output only. Statistics computed for the training dataset. */\n  trainingDatasetStats?: DatasetStats;\n}\n\n/** Dataset bucket used to create a histogram for the distribution given a population of values. */\nexport declare interface SupervisedTuningDatasetDistributionDatasetBucket {\n  /** Output only. Number of values in the bucket. */\n  count?: number;\n  /** Output only. Left bound of the bucket. */\n  left?: number;\n  /** Output only. Right bound of the bucket. */\n  right?: number;\n}\n\n/** Dataset distribution for Supervised Tuning. */\nexport declare interface SupervisedTuningDatasetDistribution {\n  /** Output only. Sum of a given population of values that are billable. */\n  billableSum?: string;\n  /** Output only. Defines the histogram bucket. */\n  buckets?: SupervisedTuningDatasetDistributionDatasetBucket[];\n  /** Output only. The maximum of the population values. */\n  max?: number;\n  /** Output only. The arithmetic mean of the values in the population. */\n  mean?: number;\n  /** Output only. The median of the values in the population. */\n  median?: number;\n  /** Output only. The minimum of the population values. */\n  min?: number;\n  /** Output only. The 5th percentile of the values in the population. */\n  p5?: number;\n  /** Output only. The 95th percentile of the values in the population. */\n  p95?: number;\n  /** Output only. Sum of a given population of values. */\n  sum?: string;\n}\n\n/** Tuning data statistics for Supervised Tuning. */\nexport declare interface SupervisedTuningDataStats {\n  /** Output only. Number of billable characters in the tuning dataset. */\n  totalBillableCharacterCount?: string;\n  /** Output only. Number of billable tokens in the tuning dataset. */\n  totalBillableTokenCount?: string;\n  /** The number of examples in the dataset that have been truncated by any amount. */\n  totalTruncatedExampleCount?: string;\n  /** Output only. Number of tuning characters in the tuning dataset. */\n  totalTuningCharacterCount?: string;\n  /** A partial sample of the indices (starting from 1) of the truncated examples. */\n  truncatedExampleIndices?: string[];\n  /** Output only. Number of examples in the tuning dataset. */\n  tuningDatasetExampleCount?: string;\n  /** Output only. Number of tuning steps for this Tuning Job. */\n  tuningStepCount?: string;\n  /** Output only. Sample user messages in the training dataset uri. */\n  userDatasetExamples?: Content[];\n  /** Output only. Dataset distributions for the user input tokens. */\n  userInputTokenDistribution?: SupervisedTuningDatasetDistribution;\n  /** Output only. Dataset distributions for the messages per example. */\n  userMessagePerExampleDistribution?: SupervisedTuningDatasetDistribution;\n  /** Output only. Dataset distributions for the user output tokens. */\n  userOutputTokenDistribution?: SupervisedTuningDatasetDistribution;\n}\n\n/** The tuning data statistic values for TuningJob. */\nexport declare interface TuningDataStats {\n  /** Output only. Statistics for distillation. */\n  distillationDataStats?: DistillationDataStats;\n  /** The SFT Tuning data stats. */\n  supervisedTuningDataStats?: SupervisedTuningDataStats;\n}\n\n/** Represents a customer-managed encryption key spec that can be applied to a top-level resource. */\nexport declare interface EncryptionSpec {\n  /** Required. The Cloud KMS resource identifier of the customer managed encryption key used to protect a resource. Has the form: `projects/my-project/locations/my-region/keyRings/my-kr/cryptoKeys/my-key`. The key needs to be in the same region as where the compute resource is created. */\n  kmsKeyName?: string;\n}\n\n/** Tuning spec for Partner models. */\nexport declare interface PartnerModelTuningSpec {\n  /** Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model. */\n  hyperParameters?: Record<string, unknown>;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n}\n\n/** Hyperparameters for Distillation. */\nexport declare interface DistillationHyperParameters {\n  /** Optional. Adapter size for distillation. */\n  adapterSize?: AdapterSize;\n  /** Optional. Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: string;\n  /** Optional. Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n}\n\n/** Tuning Spec for Distillation. */\nexport declare interface DistillationSpec {\n  /** The base teacher model that is being distilled, e.g., \"gemini-1.0-pro-002\". */\n  baseTeacherModel?: string;\n  /** Optional. Hyperparameters for Distillation. */\n  hyperParameters?: DistillationHyperParameters;\n  /** Required. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts. */\n  pipelineRootDirectory?: string;\n  /** The student model that is being tuned, e.g., \"google/gemma-2b-1.1-it\". */\n  studentModel?: string;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** The resource name of the Tuned teacher model. Format: `projects/{project}/locations/{location}/models/{model}`. */\n  tunedTeacherModelSource?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n}\n\n/** A tuning job. */\nexport declare interface TuningJob {\n  /** Output only. Identifier. Resource name of a TuningJob. Format: `projects/{project}/locations/{location}/tuningJobs/{tuning_job}` */\n  name?: string;\n  /** Output only. The detailed state of the job. */\n  state?: JobState;\n  /** Output only. Time when the TuningJob was created. */\n  createTime?: string;\n  /** Output only. Time when the TuningJob for the first time entered the `JOB_STATE_RUNNING` state. */\n  startTime?: string;\n  /** Output only. Time when the TuningJob entered any of the following JobStates: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`, `JOB_STATE_EXPIRED`. */\n  endTime?: string;\n  /** Output only. Time when the TuningJob was most recently updated. */\n  updateTime?: string;\n  /** Output only. Only populated when job's state is `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`. */\n  error?: GoogleRpcStatus;\n  /** Optional. The description of the TuningJob. */\n  description?: string;\n  /** The base model that is being tuned, e.g., \"gemini-1.0-pro-002\". . */\n  baseModel?: string;\n  /** Output only. The tuned model resources associated with this TuningJob. */\n  tunedModel?: TunedModel;\n  /** Tuning Spec for Supervised Fine Tuning. */\n  supervisedTuningSpec?: SupervisedTuningSpec;\n  /** Output only. The tuning data statistics associated with this TuningJob. */\n  tuningDataStats?: TuningDataStats;\n  /** Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with the provided encryption key. */\n  encryptionSpec?: EncryptionSpec;\n  /** Tuning Spec for open sourced and third party Partner models. */\n  partnerModelTuningSpec?: PartnerModelTuningSpec;\n  /** Tuning Spec for Distillation. */\n  distillationSpec?: DistillationSpec;\n  /** Output only. The Experiment associated with this TuningJob. */\n  experiment?: string;\n  /** Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. */\n  labels?: Record<string, string>;\n  /** Output only. The resource name of the PipelineJob associated with the TuningJob. Format: `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`. */\n  pipelineJob?: string;\n  /** Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters. */\n  tunedModelDisplayName?: string;\n}\n\n/** Configuration for the list tuning jobs method. */\nexport declare interface ListTuningJobsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n  filter?: string;\n}\n\n/** Parameters for the list tuning jobs method. */\nexport declare interface ListTuningJobsParameters {\n  config?: ListTuningJobsConfig;\n}\n\n/** Response for the list tuning jobs method. */\nexport class ListTuningJobsResponse {\n  /** A token to retrieve the next page of results. Pass to ListTuningJobsRequest.page_token to obtain that page. */\n  nextPageToken?: string;\n  /** List of TuningJobs in the requested page. */\n  tuningJobs?: TuningJob[];\n}\n\nexport declare interface TuningExample {\n  /** Text model input. */\n  textInput?: string;\n  /** The expected model output. */\n  output?: string;\n}\n\n/** Supervised fine-tuning training dataset. */\nexport declare interface TuningDataset {\n  /** GCS URI of the file containing training dataset in JSONL format. */\n  gcsUri?: string;\n  /** Inline examples with simple input/output text. */\n  examples?: TuningExample[];\n}\n\nexport declare interface TuningValidationDataset {\n  /** GCS URI of the file containing validation dataset in JSONL format. */\n  gcsUri?: string;\n}\n\n/** Supervised fine-tuning job creation request - optional fields. */\nexport declare interface CreateTuningJobConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDataset?: TuningValidationDataset;\n  /** The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters. */\n  tunedModelDisplayName?: string;\n  /** The description of the TuningJob */\n  description?: string;\n  /** Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: number;\n  /** Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n  /** If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for SFT. */\n  exportLastCheckpointOnly?: boolean;\n  /** Adapter size for tuning. */\n  adapterSize?: AdapterSize;\n  /** The batch size hyperparameter for tuning. If not set, a default of 4 or 16 will be used based on the number of training examples. */\n  batchSize?: number;\n  /** The learning rate hyperparameter for tuning. If not set, a default of 0.001 or 0.0002 will be calculated based on the number of training examples. */\n  learningRate?: number;\n}\n\n/** Supervised fine-tuning job creation parameters - optional fields. */\nexport declare interface CreateTuningJobParameters {\n  /** The base model that is being tuned, e.g., \"gemini-1.0-pro-002\". */\n  baseModel: string;\n  /** Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDataset: TuningDataset;\n  /** Configuration for the tuning job. */\n  config?: CreateTuningJobConfig;\n}\n\n/** A long-running operation. */\nexport declare interface Operation {\n  /** The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`. */\n  name?: string;\n  /** Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any. */\n  metadata?: Record<string, unknown>;\n  /** If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available. */\n  done?: boolean;\n  /** The error result of the operation in case of failure or cancellation. */\n  error?: Record<string, unknown>;\n}\n\n/** Optional configuration for cached content creation. */\nexport declare interface CreateCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by 's'. Example: \"3.5s\". */\n  ttl?: string;\n  /** Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z. */\n  expireTime?: string;\n  /** The user-generated meaningful display name of the cached content.\n   */\n  displayName?: string;\n  /** The content to cache.\n   */\n  contents?: ContentListUnion;\n  /** Developer set system instruction.\n   */\n  systemInstruction?: ContentUnion;\n  /** A list of `Tools` the model may use to generate the next response.\n   */\n  tools?: Tool[];\n  /** Configuration for the tools to use. This config is shared for all tools.\n   */\n  toolConfig?: ToolConfig;\n  /** The Cloud KMS resource identifier of the customer managed\n      encryption key used to protect a resource.\n      The key needs to be in the same region as where the compute resource is\n      created. See\n      https://cloud.google.com/vertex-ai/docs/general/cmek for more\n      details. If this is set, then all created CachedContent objects\n      will be encrypted with the provided encryption key.\n      Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}\n       */\n  kmsKeyName?: string;\n}\n\n/** Parameters for caches.create method. */\nexport declare interface CreateCachedContentParameters {\n  /** ID of the model to use. Example: gemini-2.0-flash */\n  model: string;\n  /** Configuration that contains optional parameters.\n   */\n  config?: CreateCachedContentConfig;\n}\n\n/** Metadata on the usage of the cached content. */\nexport declare interface CachedContentUsageMetadata {\n  /** Duration of audio in seconds. */\n  audioDurationSeconds?: number;\n  /** Number of images. */\n  imageCount?: number;\n  /** Number of text characters. */\n  textCount?: number;\n  /** Total number of tokens that the cached content consumes. */\n  totalTokenCount?: number;\n  /** Duration of video in seconds. */\n  videoDurationSeconds?: number;\n}\n\n/** A resource used in LLM queries for users to explicitly specify what to cache. */\nexport declare interface CachedContent {\n  /** The server-generated resource name of the cached content. */\n  name?: string;\n  /** The user-generated meaningful display name of the cached content. */\n  displayName?: string;\n  /** The name of the publisher model to use for cached content. */\n  model?: string;\n  /** Creation time of the cache entry. */\n  createTime?: string;\n  /** When the cache entry was last updated in UTC time. */\n  updateTime?: string;\n  /** Expiration time of the cached content. */\n  expireTime?: string;\n  /** Metadata on the usage of the cached content. */\n  usageMetadata?: CachedContentUsageMetadata;\n}\n\n/** Optional parameters for caches.get method. */\nexport declare interface GetCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for caches.get method. */\nexport declare interface GetCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Optional parameters for the request.\n   */\n  config?: GetCachedContentConfig;\n}\n\n/** Optional parameters for caches.delete method. */\nexport declare interface DeleteCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for caches.delete method. */\nexport declare interface DeleteCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Optional parameters for the request.\n   */\n  config?: DeleteCachedContentConfig;\n}\n\n/** Empty response for caches.delete method. */\nexport class DeleteCachedContentResponse {}\n\n/** Optional parameters for caches.update method. */\nexport declare interface UpdateCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by 's'. Example: \"3.5s\". */\n  ttl?: string;\n  /** Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z. */\n  expireTime?: string;\n}\n\nexport declare interface UpdateCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Configuration that contains optional parameters.\n   */\n  config?: UpdateCachedContentConfig;\n}\n\n/** Config for caches.list method. */\nexport declare interface ListCachedContentsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n}\n\n/** Parameters for caches.list method. */\nexport declare interface ListCachedContentsParameters {\n  /** Configuration that contains optional parameters.\n   */\n  config?: ListCachedContentsConfig;\n}\n\nexport class ListCachedContentsResponse {\n  nextPageToken?: string;\n  /** List of cached contents.\n   */\n  cachedContents?: CachedContent[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface ListFilesConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n}\n\n/** Generates the parameters for the list method. */\nexport declare interface ListFilesParameters {\n  /** Used to override the default configuration. */\n  config?: ListFilesConfig;\n}\n\n/** Status of a File that uses a common error model. */\nexport declare interface FileStatus {\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  details?: Record<string, unknown>[];\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  message?: string;\n  /** The status code. 0 for OK, 1 for CANCELLED */\n  code?: number;\n}\n\n/** A file uploaded to the API. */\nexport declare interface File {\n  /** The `File` resource name. The ID (name excluding the \"files/\" prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456` */\n  name?: string;\n  /** Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: 'Welcome Image' */\n  displayName?: string;\n  /** Output only. MIME type of the file. */\n  mimeType?: string;\n  /** Output only. Size of the file in bytes. */\n  sizeBytes?: string;\n  /** Output only. The timestamp of when the `File` was created. */\n  createTime?: string;\n  /** Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire. */\n  expirationTime?: string;\n  /** Output only. The timestamp of when the `File` was last updated. */\n  updateTime?: string;\n  /** Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format. */\n  sha256Hash?: string;\n  /** Output only. The URI of the `File`. */\n  uri?: string;\n  /** Output only. The URI of the `File`, only set for downloadable (generated) files. */\n  downloadUri?: string;\n  /** Output only. Processing state of the File. */\n  state?: FileState;\n  /** Output only. The source of the `File`. */\n  source?: FileSource;\n  /** Output only. Metadata for a video. */\n  videoMetadata?: Record<string, unknown>;\n  /** Output only. Error status if File processing failed. */\n  error?: FileStatus;\n}\n\n/** Response for the list files method. */\nexport class ListFilesResponse {\n  /** A token to retrieve next page of results. */\n  nextPageToken?: string;\n  /** The list of files. */\n  files?: File[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface CreateFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the private _create method. */\nexport declare interface CreateFileParameters {\n  /** The file to be uploaded.\n            mime_type: (Required) The MIME type of the file. Must be provided.\n            name: (Optional) The name of the file in the destination (e.g.\n            'files/sample-image').\n            display_name: (Optional) The display name of the file.\n       */\n  file: File;\n  /** Used to override the default configuration. */\n  config?: CreateFileConfig;\n}\n\n/** A wrapper class for the http response. */\nexport class HttpResponse {\n  /** Used to retain the processed HTTP headers in the response. */\n  headers?: Record<string, string>;\n  /**\n   * The original http response.\n   */\n  responseInternal: Response;\n\n  constructor(response: Response) {\n    // Process the headers.\n    const headers: Record<string, string> = {};\n    for (const pair of response.headers.entries()) {\n      headers[pair[0]] = pair[1];\n    }\n    this.headers = headers;\n\n    // Keep the original response.\n    this.responseInternal = response;\n  }\n\n  json(): Promise<unknown> {\n    return this.responseInternal.json();\n  }\n}\n\n/** Callbacks for the live API. */\nexport interface LiveCallbacks {\n  /**\n   * Called when the websocket connection is established.\n   */\n  onopen?: (() => void) | null;\n  /**\n   * Called when a message is received from the server.\n   */\n  onmessage: (e: LiveServerMessage) => void;\n  /**\n   * Called when an error occurs.\n   */\n  onerror?: ((e: ErrorEvent) => void) | null;\n  /**\n   * Called when the websocket connection is closed.\n   */\n  onclose?: ((e: CloseEvent) => void) | null;\n}\n\n/** Response for the create file method. */\nexport class CreateFileResponse {\n  /** Used to retain the full HTTP response. */\n  sdkHttpResponse?: HttpResponse;\n}\n\n/** Used to override the default configuration. */\nexport declare interface GetFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the get method. */\nexport declare interface GetFileParameters {\n  /** The name identifier for the file to retrieve. */\n  name: string;\n  /** Used to override the default configuration. */\n  config?: GetFileConfig;\n}\n\n/** Used to override the default configuration. */\nexport declare interface DeleteFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the get method. */\nexport declare interface DeleteFileParameters {\n  /** The name identifier for the file to be deleted. */\n  name: string;\n  /** Used to override the default configuration. */\n  config?: DeleteFileConfig;\n}\n\n/** Response for the delete file method. */\nexport class DeleteFileResponse {}\n\nexport declare interface GetOperationConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the GET method. */\nexport declare interface GetOperationParameters {\n  /** The server-assigned name for the operation. */\n  operationName: string;\n  /** Used to override the default configuration. */\n  config?: GetOperationConfig;\n}\n\nexport declare interface FetchPredictOperationConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the fetchPredictOperation method. */\nexport declare interface FetchPredictOperationParameters {\n  /** The server-assigned name for the operation. */\n  operationName: string;\n  resourceName: string;\n  /** Used to override the default configuration. */\n  config?: FetchPredictOperationConfig;\n}\n\nexport declare interface TestTableItem {\n  /** The name of the test. This is used to derive the replay id. */\n  name?: string;\n  /** The parameters to the test. Use pydantic models. */\n  parameters?: Record<string, unknown>;\n  /** Expects an exception for MLDev matching the string. */\n  exceptionIfMldev?: string;\n  /** Expects an exception for Vertex matching the string. */\n  exceptionIfVertex?: string;\n  /** Use if you don't want to use the default replay id which is derived from the test name. */\n  overrideReplayId?: string;\n  /** True if the parameters contain an unsupported union type. This test  will be skipped for languages that do not support the union type. */\n  hasUnion?: boolean;\n  /** When set to a reason string, this test will be skipped in the API mode. Use this flag for tests that can not be reproduced with the real API. E.g. a test that deletes a resource. */\n  skipInApiMode?: string;\n  /** Keys to ignore when comparing the request and response. This is useful for tests that are not deterministic. */\n  ignoreKeys?: string[];\n}\n\nexport declare interface TestTableFile {\n  comment?: string;\n  testMethod?: string;\n  parameterNames?: string[];\n  testTable?: TestTableItem[];\n}\n\n/** Represents a single request in a replay. */\nexport declare interface ReplayRequest {\n  method?: string;\n  url?: string;\n  headers?: Record<string, string>;\n  bodySegments?: Record<string, unknown>[];\n}\n\n/** Represents a single response in a replay. */\nexport class ReplayResponse {\n  statusCode?: number;\n  headers?: Record<string, string>;\n  bodySegments?: Record<string, unknown>[];\n  sdkResponseSegments?: Record<string, unknown>[];\n}\n\n/** Represents a single interaction, request and response in a replay. */\nexport declare interface ReplayInteraction {\n  request?: ReplayRequest;\n  response?: ReplayResponse;\n}\n\n/** Represents a recorded session. */\nexport declare interface ReplayFile {\n  replayId?: string;\n  interactions?: ReplayInteraction[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface UploadFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The name of the file in the destination (e.g., 'files/sample-image'. If not provided one will be generated. */\n  name?: string;\n  /** mime_type: The MIME type of the file. If not provided, it will be inferred from the file extension. */\n  mimeType?: string;\n  /** Optional display name of the file. */\n  displayName?: string;\n}\n\n/** Used to override the default configuration. */\nexport declare interface DownloadFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters used to download a file. */\nexport declare interface DownloadFileParameters {\n  /** The file to download. It can be a file name, a file object or a generated video. */\n  file: DownloadableFileUnion;\n  /** Location where the file should be downloaded to. */\n  downloadPath: string;\n  /** Configuration to for the download operation. */\n  config?: DownloadFileConfig;\n}\n\n/** Configuration for upscaling an image.\n\n  For more information on this configuration, refer to\n  the `Imagen API reference documentation\n  <https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/imagen-api>`_.\n   */\nexport declare interface UpscaleImageConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Whether to include a reason for filtered-out images in the\n      response. */\n  includeRaiReason?: boolean;\n  /** The image format that the output should be saved as. */\n  outputMimeType?: string;\n  /** The level of compression if the ``output_mime_type`` is\n      ``image/jpeg``. */\n  outputCompressionQuality?: number;\n}\n\n/** User-facing config UpscaleImageParameters. */\nexport declare interface UpscaleImageParameters {\n  /** The model to use. */\n  model: string;\n  /** The input image to upscale. */\n  image: Image;\n  /** The factor to upscale the image (x2 or x4). */\n  upscaleFactor: string;\n  /** Configuration for upscaling. */\n  config?: UpscaleImageConfig;\n}\n\n/** A raw reference image.\n\n  A raw reference image represents the base image to edit, provided by the user.\n  It can optionally be provided in addition to a mask reference image or\n  a style reference image.\n   */\nexport class RawReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_RAW',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A mask reference image.\n\n  This encapsulates either a mask image provided by the user and configs for\n  the user provided mask, or only config parameters for the model to generate\n  a mask.\n\n  A mask image is an image whose non-zero values indicate where to edit the base\n  image. If the user provides a mask image, the mask must be in the same\n  dimensions as the raw image.\n   */\nexport class MaskReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the mask reference image. */\n  config?: MaskReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_MASK',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      maskImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A control reference image.\n\n  The image of the control reference image is either a control image provided\n  by the user, or a regular image which the backend will use to generate a\n  control image of. In the case of the latter, the\n  enable_control_image_computation field in the config should be set to True.\n\n  A control image is an image that represents a sketch image of areas for the\n  model to fill in based on the prompt.\n   */\nexport class ControlReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the control reference image. */\n  config?: ControlReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_CONTROL',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      controlImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A style reference image.\n\n  This encapsulates a style reference image provided by the user, and\n  additionally optional config parameters for the style reference image.\n\n  A raw reference image can also be provided as a destination for the style to\n  be applied to.\n   */\nexport class StyleReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the style reference image. */\n  config?: StyleReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_STYLE',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      styleImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A subject reference image.\n\n  This encapsulates a subject reference image provided by the user, and\n  additionally optional config parameters for the subject reference image.\n\n  A raw reference image can also be provided as a destination for the subject to\n  be applied to.\n   */\nexport class SubjectReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the subject reference image. */\n  config?: SubjectReferenceConfig;\n  /* Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_SUBJECT',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      subjectImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\nexport /** Sent in response to a `LiveGenerateContentSetup` message from the client. */\ndeclare interface LiveServerSetupComplete {}\n\n/** Audio transcription in Server Conent. */\nexport declare interface Transcription {\n  /** Transcription text.\n   */\n  text?: string;\n  /** The bool indicates the end of the transcription.\n   */\n  finished?: boolean;\n}\n\n/** Incremental server update generated by the model in response to client messages.\n\n  Content is generated as quickly as possible, and not in real time. Clients\n  may choose to buffer and play it out in real time.\n   */\nexport declare interface LiveServerContent {\n  /** The content that the model has generated as part of the current conversation with the user. */\n  modelTurn?: Content;\n  /** If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside `content`, indicating that the `content` is the last in the turn. */\n  turnComplete?: boolean;\n  /** If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue. */\n  interrupted?: boolean;\n  /** Metadata returned to client when grounding is enabled. */\n  groundingMetadata?: GroundingMetadata;\n  /** If true, indicates that the model is done generating. When model is\n      interrupted while generating there will be no generation_complete message\n      in interrupted turn, it will go through interrupted > turn_complete.\n      When model assumes realtime playback there will be delay between\n      generation_complete and turn_complete that is caused by model\n      waiting for playback to finish. If true, indicates that the model\n      has finished generating all content. This is a signal to the client\n      that it can stop sending messages. */\n  generationComplete?: boolean;\n  /** Input transcription. The transcription is independent to the model\n      turn which means it doesn’t imply any ordering between transcription and\n      model turn. */\n  inputTranscription?: Transcription;\n  /** Output transcription. The transcription is independent to the model\n      turn which means it doesn’t imply any ordering between transcription and\n      model turn.\n       */\n  outputTranscription?: Transcription;\n  /** Metadata related to url context retrieval tool. */\n  urlContextMetadata?: UrlContextMetadata;\n}\n\n/** Request for the client to execute the `function_calls` and return the responses with the matching `id`s. */\nexport declare interface LiveServerToolCall {\n  /** The function call to be executed. */\n  functionCalls?: FunctionCall[];\n}\n\n/** Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.\n\n  If there were side-effects to those tool calls, clients may attempt to undo\n  the tool calls. This message occurs only in cases where the clients interrupt\n  server turns.\n   */\nexport declare interface LiveServerToolCallCancellation {\n  /** The ids of the tool calls to be cancelled. */\n  ids?: string[];\n}\n\n/** Usage metadata about response(s). */\nexport declare interface UsageMetadata {\n  /** Number of tokens in the prompt. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content. */\n  promptTokenCount?: number;\n  /** Number of tokens in the cached part of the prompt (the cached content). */\n  cachedContentTokenCount?: number;\n  /** Total number of tokens across all the generated response candidates. */\n  responseTokenCount?: number;\n  /** Number of tokens present in tool-use prompt(s). */\n  toolUsePromptTokenCount?: number;\n  /** Number of tokens of thoughts for thinking models. */\n  thoughtsTokenCount?: number;\n  /** Total token count for prompt, response candidates, and tool-use prompts(if present). */\n  totalTokenCount?: number;\n  /** List of modalities that were processed in the request input. */\n  promptTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were processed in the cache input. */\n  cacheTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were returned in the response. */\n  responseTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were processed in the tool-use prompt. */\n  toolUsePromptTokensDetails?: ModalityTokenCount[];\n  /** Traffic type. This shows whether a request consumes Pay-As-You-Go\n or Provisioned Throughput quota. */\n  trafficType?: TrafficType;\n}\n\n/** Server will not be able to service client soon. */\nexport declare interface LiveServerGoAway {\n  /** The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model. */\n  timeLeft?: string;\n}\n\n/** Update of the session resumption state.\n\n  Only sent if `session_resumption` was set in the connection config.\n   */\nexport declare interface LiveServerSessionResumptionUpdate {\n  /** New handle that represents state that can be resumed. Empty if `resumable`=false. */\n  newHandle?: string;\n  /** True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss. */\n  resumable?: boolean;\n  /** Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResmumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames arelikely not needed. */\n  lastConsumedClientMessageIndex?: string;\n}\n\n/** Response message for API call. */\nexport class LiveServerMessage {\n  /** Sent in response to a `LiveClientSetup` message from the client. */\n  setupComplete?: LiveServerSetupComplete;\n  /** Content generated by the model in response to client messages. */\n  serverContent?: LiveServerContent;\n  /** Request for the client to execute the `function_calls` and return the responses with the matching `id`s. */\n  toolCall?: LiveServerToolCall;\n  /** Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled. */\n  toolCallCancellation?: LiveServerToolCallCancellation;\n  /** Usage metadata about model response(s). */\n  usageMetadata?: UsageMetadata;\n  /** Server will disconnect soon. */\n  goAway?: LiveServerGoAway;\n  /** Update of the session resumption state. */\n  sessionResumptionUpdate?: LiveServerSessionResumptionUpdate;\n  /**\n   * Returns the concatenation of all text parts from the server content if present.\n   *\n   * @remarks\n   * If there are non-text parts in the response, the concatenation of all text\n   * parts will be returned, and a warning will be logged.\n   */\n  get text(): string | undefined {\n    let text = '';\n    let anyTextPartFound = false;\n    const nonTextParts = [];\n    for (const part of this.serverContent?.modelTurn?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'text' &&\n          fieldName !== 'thought' &&\n          fieldValue !== null\n        ) {\n          nonTextParts.push(fieldName);\n        }\n      }\n      if (typeof part.text === 'string') {\n        if (typeof part.thought === 'boolean' && part.thought) {\n          continue;\n        }\n        anyTextPartFound = true;\n        text += part.text;\n      }\n    }\n    if (nonTextParts.length > 0) {\n      console.warn(\n        `there are non-text parts ${nonTextParts} in the response, returning concatenation of all text parts. Please refer to the non text parts for a full response from model.`,\n      );\n    }\n    // part.text === '' is different from part.text is null\n    return anyTextPartFound ? text : undefined;\n  }\n\n  /**\n   * Returns the concatenation of all inline data parts from the server content if present.\n   *\n   * @remarks\n   * If there are non-inline data parts in the\n   * response, the concatenation of all inline data parts will be returned, and\n   * a warning will be logged.\n   */\n  get data(): string | undefined {\n    let data = '';\n    const nonDataParts = [];\n    for (const part of this.serverContent?.modelTurn?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (fieldName !== 'inlineData' && fieldValue !== null) {\n          nonDataParts.push(fieldName);\n        }\n      }\n      if (part.inlineData && typeof part.inlineData.data === 'string') {\n        data += atob(part.inlineData.data);\n      }\n    }\n    if (nonDataParts.length > 0) {\n      console.warn(\n        `there are non-data parts ${nonDataParts} in the response, returning concatenation of all data parts. Please refer to the non data parts for a full response from model.`,\n      );\n    }\n    return data.length > 0 ? btoa(data) : undefined;\n  }\n}\n\n/** Configures automatic detection of activity. */\nexport declare interface AutomaticActivityDetection {\n  /** If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals. */\n  disabled?: boolean;\n  /** Determines how likely speech is to be detected. */\n  startOfSpeechSensitivity?: StartSensitivity;\n  /** Determines how likely detected speech is ended. */\n  endOfSpeechSensitivity?: EndSensitivity;\n  /** The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives. */\n  prefixPaddingMs?: number;\n  /** The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user's activity but this will increase the model's latency. */\n  silenceDurationMs?: number;\n}\n\n/** Marks the end of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface RealtimeInputConfig {\n  /** If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals. */\n  automaticActivityDetection?: AutomaticActivityDetection;\n  /** Defines what effect activity has. */\n  activityHandling?: ActivityHandling;\n  /** Defines which input is included in the user's turn. */\n  turnCoverage?: TurnCoverage;\n}\n\n/** Configuration of session resumption mechanism.\n\n  Included in `LiveConnectConfig.session_resumption`. If included server\n  will send `LiveServerSessionResumptionUpdate` messages.\n   */\nexport declare interface SessionResumptionConfig {\n  /** Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started. */\n  handle?: string;\n  /** If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections. */\n  transparent?: boolean;\n}\n\n/** Context window will be truncated by keeping only suffix of it.\n\n  Context window will always be cut at start of USER role turn. System\n  instructions and `BidiGenerateContentSetup.prefix_turns` will not be\n  subject to the sliding window mechanism, they will always stay at the\n  beginning of context window.\n   */\nexport declare interface SlidingWindow {\n  /** Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be < trigger_tokens. If not set, trigger_tokens/2 is assumed. */\n  targetTokens?: string;\n}\n\n/** Enables context window compression -- mechanism managing model context window so it does not exceed given length. */\nexport declare interface ContextWindowCompressionConfig {\n  /** Number of tokens (before running turn) that triggers context window compression mechanism. */\n  triggerTokens?: string;\n  /** Sliding window compression mechanism. */\n  slidingWindow?: SlidingWindow;\n}\n\n/** The audio transcription configuration in Setup. */\nexport declare interface AudioTranscriptionConfig {}\n\n/** Config for proactivity features. */\nexport declare interface ProactivityConfig {\n  /** If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet. */\n  proactiveAudio?: boolean;\n}\n\n/** Message contains configuration that will apply for the duration of the streaming session. */\nexport declare interface LiveClientSetup {\n  /** \n      The fully qualified name of the publisher model or tuned model endpoint to\n      use.\n       */\n  model?: string;\n  /** The generation configuration for the session.\n      Note: only a subset of fields are supported.\n       */\n  generationConfig?: GenerationConfig;\n  /** The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph. */\n  systemInstruction?: ContentUnion;\n  /**  A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model. */\n  tools?: ToolListUnion;\n  /** Configures the realtime input behavior in BidiGenerateContent. */\n  realtimeInputConfig?: RealtimeInputConfig;\n  /** Configures session resumption mechanism.\n\n          If included server will send SessionResumptionUpdate messages. */\n  sessionResumption?: SessionResumptionConfig;\n  /** Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length. */\n  contextWindowCompression?: ContextWindowCompressionConfig;\n  /** The transcription of the input aligns with the input audio language.\n   */\n  inputAudioTranscription?: AudioTranscriptionConfig;\n  /** The transcription of the output aligns with the language code\n      specified for the output audio.\n       */\n  outputAudioTranscription?: AudioTranscriptionConfig;\n  /** Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input. */\n  proactivity?: ProactivityConfig;\n}\n\n/** Incremental update of the current conversation delivered from the client.\n\n  All the content here will unconditionally be appended to the conversation\n  history and used as part of the prompt to the model to generate content.\n\n  A message here will interrupt any current model generation.\n   */\nexport declare interface LiveClientContent {\n  /** The content appended to the current conversation with the model.\n\n      For single-turn queries, this is a single instance. For multi-turn\n      queries, this is a repeated field that contains conversation history and\n      latest request.\n       */\n  turns?: Content[];\n  /** If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation. */\n  turnComplete?: boolean;\n}\n\n/** Marks the start of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface ActivityStart {}\n\n/** Marks the end of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface ActivityEnd {}\n\n/** User input that is sent in real time.\n\n  This is different from `LiveClientContent` in a few ways:\n\n    - Can be sent continuously without interruption to model generation.\n    - If there is a need to mix data interleaved across the\n      `LiveClientContent` and the `LiveClientRealtimeInput`, server attempts to\n      optimize for best response, but there are no guarantees.\n    - End of turn is not explicitly specified, but is rather derived from user\n      activity (for example, end of speech).\n    - Even before the end of turn, the data is processed incrementally\n      to optimize for a fast start of the response from the model.\n    - Is always assumed to be the user's input (cannot be used to populate\n      conversation history).\n   */\nexport declare interface LiveClientRealtimeInput {\n  /** Inlined bytes data for media input. */\n  mediaChunks?: Blob[];\n  /** The realtime audio input stream. */\n  audio?: Blob;\n  /** \nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n */\n  audioStreamEnd?: boolean;\n  /** The realtime video input stream. */\n  video?: Blob;\n  /** The realtime text input stream. */\n  text?: string;\n  /** Marks the start of user activity. */\n  activityStart?: ActivityStart;\n  /** Marks the end of user activity. */\n  activityEnd?: ActivityEnd;\n}\n\n/** Parameters for sending realtime input to the live API. */\nexport declare interface LiveSendRealtimeInputParameters {\n  /** Realtime input to send to the session. */\n  media?: BlobImageUnion;\n  /** The realtime audio input stream. */\n  audio?: Blob;\n  /** \nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n */\n  audioStreamEnd?: boolean;\n  /** The realtime video input stream. */\n  video?: BlobImageUnion;\n  /** The realtime text input stream. */\n  text?: string;\n  /** Marks the start of user activity. */\n  activityStart?: ActivityStart;\n  /** Marks the end of user activity. */\n  activityEnd?: ActivityEnd;\n}\n\n/** Client generated response to a `ToolCall` received from the server.\n\n  Individual `FunctionResponse` objects are matched to the respective\n  `FunctionCall` objects by the `id` field.\n\n  Note that in the unary and server-streaming GenerateContent APIs function\n  calling happens by exchanging the `Content` parts, while in the bidi\n  GenerateContent APIs function calling happens over this dedicated set of\n  messages.\n   */\nexport class LiveClientToolResponse {\n  /** The response to the function calls. */\n  functionResponses?: FunctionResponse[];\n}\n\n/** Messages sent by the client in the API call. */\nexport declare interface LiveClientMessage {\n  /** Message to be sent by the system when connecting to the API. SDK users should not send this message. */\n  setup?: LiveClientSetup;\n  /** Incremental update of the current conversation delivered from the client. */\n  clientContent?: LiveClientContent;\n  /** User input that is sent in real time. */\n  realtimeInput?: LiveClientRealtimeInput;\n  /** Response to a `ToolCallMessage` received from the server. */\n  toolResponse?: LiveClientToolResponse;\n}\n\n/** Session config for the API connection. */\nexport declare interface LiveConnectConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The generation configuration for the session. */\n  generationConfig?: GenerationConfig;\n  /** The requested modalities of the response. Represents the set of\n      modalities that the model can return. Defaults to AUDIO if not specified.\n       */\n  responseModalities?: Modality[];\n  /** Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n       */\n  temperature?: number;\n  /** Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n       */\n  topP?: number;\n  /** For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n       */\n  topK?: number;\n  /** Maximum number of tokens that can be generated in the response.\n   */\n  maxOutputTokens?: number;\n  /** If specified, the media resolution specified will be used.\n   */\n  mediaResolution?: MediaResolution;\n  /** When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n       */\n  seed?: number;\n  /** The speech generation configuration.\n   */\n  speechConfig?: SpeechConfig;\n  /** If enabled, the model will detect emotions and adapt its responses accordingly. */\n  enableAffectiveDialog?: boolean;\n  /** The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph. */\n  systemInstruction?: ContentUnion;\n  /** A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model. */\n  tools?: ToolListUnion;\n  /** Configures session resumption mechanism.\n\nIf included the server will send SessionResumptionUpdate messages. */\n  sessionResumption?: SessionResumptionConfig;\n  /** The transcription of the input aligns with the input audio language.\n   */\n  inputAudioTranscription?: AudioTranscriptionConfig;\n  /** The transcription of the output aligns with the language code\n      specified for the output audio.\n       */\n  outputAudioTranscription?: AudioTranscriptionConfig;\n  /** Configures the realtime input behavior in BidiGenerateContent. */\n  realtimeInputConfig?: RealtimeInputConfig;\n  /** Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length. */\n  contextWindowCompression?: ContextWindowCompressionConfig;\n  /** Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input. */\n  proactivity?: ProactivityConfig;\n}\n\n/** Parameters for connecting to the live API. */\nexport declare interface LiveConnectParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** callbacks */\n  callbacks: LiveCallbacks;\n  /** Optional configuration parameters for the request.\n   */\n  config?: LiveConnectConfig;\n}\n\n/** Parameters for initializing a new chat session.\n\n  These parameters are used when creating a chat session with the\n  `chats.create()` method.\n   */\nexport declare interface CreateChatParameters {\n  /** The name of the model to use for the chat session.\n\n      For example: 'gemini-2.0-flash', 'gemini-2.0-flash-lite', etc. See Gemini API\n      docs to find the available models.\n       */\n  model: string;\n  /** Config for the entire chat session.\n\n      This config applies to all requests within the session\n      unless overridden by a per-request `config` in `SendMessageParameters`.\n       */\n  config?: GenerateContentConfig;\n  /** The initial conversation history for the chat session.\n\n      This allows you to start the chat with a pre-existing history. The history\n      must be a list of `Content` alternating between 'user' and 'model' roles.\n      It should start with a 'user' message.\n       */\n  history?: Content[];\n}\n\n/** Parameters for sending a message within a chat session.\n\n  These parameters are used with the `chat.sendMessage()` method.\n   */\nexport declare interface SendMessageParameters {\n  /** The message to send to the model.\n\n      The SDK will combine all parts into a single 'user' content to send to\n      the model.\n       */\n  message: PartListUnion;\n  /**  Config for this specific request.\n\n      Please note that the per-request config does not change the chat level\n      config, nor inherit from it. If you intend to use some values from the\n      chat's default config, you must explicitly copy them into this per-request\n      config.\n       */\n  config?: GenerateContentConfig;\n}\n\n/** Parameters for sending client content to the live API. */\nexport declare interface LiveSendClientContentParameters {\n  /** Client content to send to the session. */\n  turns?: ContentListUnion;\n  /** If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation. */\n  turnComplete?: boolean;\n}\n\n/** Parameters for sending tool responses to the live API. */\nexport class LiveSendToolResponseParameters {\n  /** Tool responses to send to the session. */\n  functionResponses: FunctionResponse[] | FunctionResponse = [];\n}\n\n/** Message to be sent by the system when connecting to the API. */\nexport declare interface LiveMusicClientSetup {\n  /** The model's resource name. Format: `models/{model}`. */\n  model?: string;\n}\n\n/** Maps a prompt to a relative weight to steer music generation. */\nexport declare interface WeightedPrompt {\n  /** Text prompt. */\n  text?: string;\n  /** Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized. */\n  weight?: number;\n}\n\n/** User input to start or steer the music. */\nexport declare interface LiveMusicClientContent {\n  /** Weighted prompts as the model input. */\n  weightedPrompts?: WeightedPrompt[];\n}\n\n/** Configuration for music generation. */\nexport declare interface LiveMusicGenerationConfig {\n  /** Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0]. */\n  temperature?: number;\n  /** Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000]. */\n  topK?: number;\n  /** Seeds audio generation. If not set, the request uses a randomly\n      generated seed. */\n  seed?: number;\n  /** Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0]. */\n  guidance?: number;\n  /** Beats per minute. Range is [60, 200]. */\n  bpm?: number;\n  /** Density of sounds. Range is [0.0, 1.0]. */\n  density?: number;\n  /** Brightness of the music. Range is [0.0, 1.0]. */\n  brightness?: number;\n  /** Scale of the generated music. */\n  scale?: Scale;\n  /** Whether the audio output should contain bass. */\n  muteBass?: boolean;\n  /** Whether the audio output should contain drums. */\n  muteDrums?: boolean;\n  /** Whether the audio output should contain only bass and drums. */\n  onlyBassAndDrums?: boolean;\n  /** The mode of music generation. Default mode is QUALITY. */\n  musicGenerationMode?: MusicGenerationMode;\n}\n\n/** Messages sent by the client in the LiveMusicClientMessage call. */\nexport declare interface LiveMusicClientMessage {\n  /** Message to be sent in the first (and only in the first) `LiveMusicClientMessage`.\n      Clients should wait for a `LiveMusicSetupComplete` message before\n      sending any additional messages. */\n  setup?: LiveMusicClientSetup;\n  /** User input to influence music generation. */\n  clientContent?: LiveMusicClientContent;\n  /** Configuration for music generation. */\n  musicGenerationConfig?: LiveMusicGenerationConfig;\n  /** Playback control signal for the music generation. */\n  playbackControl?: LiveMusicPlaybackControl;\n}\n\n/** Sent in response to a `LiveMusicClientSetup` message from the client. */\nexport declare interface LiveMusicServerSetupComplete {}\n\n/** Prompts and config used for generating this audio chunk. */\nexport declare interface LiveMusicSourceMetadata {\n  /** Weighted prompts for generating this audio chunk. */\n  clientContent?: LiveMusicClientContent;\n  /** Music generation config for generating this audio chunk. */\n  musicGenerationConfig?: LiveMusicGenerationConfig;\n}\n\n/** Representation of an audio chunk. */\nexport declare interface AudioChunk {\n  /** Raw byets of audio data. */\n  data?: string;\n  /** MIME type of the audio chunk. */\n  mimeType?: string;\n  /** Prompts and config used for generating this audio chunk. */\n  sourceMetadata?: LiveMusicSourceMetadata;\n}\n\n/** Server update generated by the model in response to client messages.\n\n  Content is generated as quickly as possible, and not in real time.\n  Clients may choose to buffer and play it out in real time.\n   */\nexport declare interface LiveMusicServerContent {\n  /** The audio chunks that the model has generated. */\n  audioChunks?: AudioChunk[];\n}\n\n/** A prompt that was filtered with the reason. */\nexport declare interface LiveMusicFilteredPrompt {\n  /** The text prompt that was filtered. */\n  text?: string;\n  /** The reason the prompt was filtered. */\n  filteredReason?: string;\n}\n\n/** Response message for the LiveMusicClientMessage call. */\nexport class LiveMusicServerMessage {\n  /** Message sent in response to a `LiveMusicClientSetup` message from the client.\n      Clients should wait for this message before sending any additional messages. */\n  setupComplete?: LiveMusicServerSetupComplete;\n  /** Content generated by the model in response to client messages. */\n  serverContent?: LiveMusicServerContent;\n  /** A prompt that was filtered with the reason. */\n  filteredPrompt?: LiveMusicFilteredPrompt;\n  /**\n   * Returns the first audio chunk from the server content, if present.\n   *\n   * @remarks\n   * If there are no audio chunks in the response, undefined will be returned.\n   */\n  get audioChunk(): AudioChunk | undefined {\n    if (\n      this.serverContent &&\n      this.serverContent.audioChunks &&\n      this.serverContent.audioChunks.length > 0\n    ) {\n      return this.serverContent.audioChunks[0];\n    }\n    return undefined;\n  }\n}\n\n/** Callbacks for the realtime music API. */\nexport interface LiveMusicCallbacks {\n  /**\n   * Called when a message is received from the server.\n   */\n  onmessage: (e: LiveMusicServerMessage) => void;\n  /**\n   * Called when an error occurs.\n   */\n  onerror?: ((e: ErrorEvent) => void) | null;\n  /**\n   * Called when the websocket connection is closed.\n   */\n  onclose?: ((e: CloseEvent) => void) | null;\n}\n\n/** Parameters for the upload file method. */\nexport interface UploadFileParameters {\n  /** The string path to the file to be uploaded or a Blob object. */\n  file: string | globalThis.Blob;\n  /** Configuration that contains optional parameters. */\n  config?: UploadFileConfig;\n}\n\n/**\n * CallableTool is an invokable tool that can be executed with external\n * application (e.g., via Model Context Protocol) or local functions with\n * function calling.\n */\nexport interface CallableTool {\n  /**\n   * Returns tool that can be called by Gemini.\n   */\n  tool(): Promise<Tool>;\n  /**\n   * Executes the callable tool with the given function call arguments and\n   * returns the response parts from the tool execution.\n   */\n  callTool(functionCalls: FunctionCall[]): Promise<Part[]>;\n}\n\n/**\n * CallableToolConfig is the configuration for a callable tool.\n */\nexport interface CallableToolConfig {\n  /**\n   * Specifies the model's behavior after invoking this tool.\n   */\n  behavior?: Behavior;\n}\n\n/** Parameters for connecting to the live API. */\nexport declare interface LiveMusicConnectParameters {\n  /** The model's resource name. */\n  model: string;\n  /** Callbacks invoked on server events. */\n  callbacks: LiveMusicCallbacks;\n}\n\n/** Parameters for setting config for the live music API. */\nexport declare interface LiveMusicSetConfigParameters {\n  /** Configuration for music generation. */\n  musicGenerationConfig: LiveMusicGenerationConfig;\n}\n\n/** Parameters for setting weighted prompts for the live music API. */\nexport declare interface LiveMusicSetWeightedPromptsParameters {\n  /** A map of text prompts to weights to use for the generation request. */\n  weightedPrompts: WeightedPrompt[];\n}\n\n/** Config for LiveEphemeralParameters for Auth Token creation. */\nexport declare interface LiveEphemeralParameters {\n  /** ID of the model to configure in the ephemeral token for Live API.\n      For a list of models, see `Gemini models\n      <https://ai.google.dev/gemini-api/docs/models>`. */\n  model?: string;\n  /** Configuration specific to Live API connections created using this token. */\n  config?: LiveConnectConfig;\n}\n\n/** Optional parameters. */\nexport declare interface CreateAuthTokenConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** An optional time after which, when using the resulting token,\n      messages in Live API sessions will be rejected. (Gemini may\n      preemptively close the session after this time.)\n\n      If not set then this defaults to 30 minutes in the future. If set, this\n      value must be less than 20 hours in the future. */\n  expireTime?: string;\n  /** The time after which new Live API sessions using the token\n      resulting from this request will be rejected.\n\n      If not set this defaults to 60 seconds in the future. If set, this value\n      must be less than 20 hours in the future. */\n  newSessionExpireTime?: string;\n  /** The number of times the token can be used. If this value is zero\n      then no limit is applied. Default is 1. Resuming a Live API session does\n      not count as a use. */\n  uses?: number;\n  /** Configuration specific to Live API connections created using this token. */\n  liveEphemeralParameters?: LiveEphemeralParameters;\n  /** Additional fields to lock in the effective LiveConnectParameters. */\n  lockAdditionalFields?: string[];\n}\n\n/** Parameters for the get method of the operations module. */\nexport declare interface OperationGetParameters {\n  /** The operation to be retrieved. */\n  operation: GenerateVideosOperation;\n  /** Used to override the default configuration. */\n  config?: GetOperationConfig;\n}\n\nexport type BlobImageUnion = Blob;\n\nexport type PartUnion = Part | string;\n\nexport type PartListUnion = PartUnion[] | PartUnion;\n\nexport type ContentUnion = Content | PartUnion[] | PartUnion;\n\nexport type ContentListUnion = Content | Content[] | PartUnion | PartUnion[];\n\nexport type SchemaUnion = Schema | unknown;\n\nexport type SpeechConfigUnion = SpeechConfig | string;\n\nexport type ToolUnion = Tool | CallableTool;\n\nexport type ToolListUnion = ToolUnion[];\n\nexport type DownloadableFileUnion = string | File | GeneratedVideo | Video;\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Tool as McpTool} from '@modelcontextprotocol/sdk/types.js';\nimport {z} from 'zod';\n\nimport {ApiClient} from './_api_client.js';\nimport * as types from './types.js';\n\nexport function tModel(apiClient: ApiClient, model: string | unknown): string {\n  if (!model || typeof model !== 'string') {\n    throw new Error('model is required and must be a string');\n  }\n\n  if (apiClient.isVertexAI()) {\n    if (\n      model.startsWith('publishers/') ||\n      model.startsWith('projects/') ||\n      model.startsWith('models/')\n    ) {\n      return model;\n    } else if (model.indexOf('/') >= 0) {\n      const parts = model.split('/', 2);\n      return `publishers/${parts[0]}/models/${parts[1]}`;\n    } else {\n      return `publishers/google/models/${model}`;\n    }\n  } else {\n    if (model.startsWith('models/') || model.startsWith('tunedModels/')) {\n      return model;\n    } else {\n      return `models/${model}`;\n    }\n  }\n}\n\nexport function tCachesModel(\n  apiClient: ApiClient,\n  model: string | unknown,\n): string {\n  const transformedModel = tModel(apiClient, model as string);\n  if (!transformedModel) {\n    return '';\n  }\n\n  if (transformedModel.startsWith('publishers/') && apiClient.isVertexAI()) {\n    // vertex caches only support model name start with projects.\n    return `projects/${apiClient.getProject()}/locations/${apiClient.getLocation()}/${transformedModel}`;\n  } else if (transformedModel.startsWith('models/') && apiClient.isVertexAI()) {\n    return `projects/${apiClient.getProject()}/locations/${apiClient.getLocation()}/publishers/google/${transformedModel}`;\n  } else {\n    return transformedModel;\n  }\n}\n\nexport function tBlobs(\n  apiClient: ApiClient,\n  blobs: types.BlobImageUnion | types.BlobImageUnion[],\n): types.Blob[] {\n  if (Array.isArray(blobs)) {\n    return blobs.map((blob) => tBlob(apiClient, blob));\n  } else {\n    return [tBlob(apiClient, blobs)];\n  }\n}\n\nexport function tBlob(\n  apiClient: ApiClient,\n  blob: types.BlobImageUnion,\n): types.Blob {\n  if (typeof blob === 'object' && blob !== null) {\n    return blob;\n  }\n\n  throw new Error(\n    `Could not parse input as Blob. Unsupported blob type: ${typeof blob}`,\n  );\n}\n\nexport function tImageBlob(\n  apiClient: ApiClient,\n  blob: types.BlobImageUnion,\n): types.Blob {\n  const transformedBlob = tBlob(apiClient, blob);\n  if (\n    transformedBlob.mimeType &&\n    transformedBlob.mimeType.startsWith('image/')\n  ) {\n    return transformedBlob;\n  }\n  throw new Error(`Unsupported mime type: ${transformedBlob.mimeType!}`);\n}\n\nexport function tAudioBlob(apiClient: ApiClient, blob: types.Blob): types.Blob {\n  const transformedBlob = tBlob(apiClient, blob);\n  if (\n    transformedBlob.mimeType &&\n    transformedBlob.mimeType.startsWith('audio/')\n  ) {\n    return transformedBlob;\n  }\n  throw new Error(`Unsupported mime type: ${transformedBlob.mimeType!}`);\n}\n\nexport function tPart(\n  apiClient: ApiClient,\n  origin?: types.PartUnion | null,\n): types.Part {\n  if (origin === null || origin === undefined) {\n    throw new Error('PartUnion is required');\n  }\n  if (typeof origin === 'object') {\n    return origin;\n  }\n  if (typeof origin === 'string') {\n    return {text: origin};\n  }\n  throw new Error(`Unsupported part type: ${typeof origin}`);\n}\n\nexport function tParts(\n  apiClient: ApiClient,\n  origin?: types.PartListUnion | null,\n): types.Part[] {\n  if (\n    origin === null ||\n    origin === undefined ||\n    (Array.isArray(origin) && origin.length === 0)\n  ) {\n    throw new Error('PartListUnion is required');\n  }\n  if (Array.isArray(origin)) {\n    return origin.map((item) => tPart(apiClient, item as types.PartUnion)!);\n  }\n  return [tPart(apiClient, origin)!];\n}\n\nfunction _isContent(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'parts' in origin &&\n    Array.isArray(origin.parts)\n  );\n}\n\nfunction _isFunctionCallPart(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'functionCall' in origin\n  );\n}\n\nfunction _isFunctionResponsePart(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'functionResponse' in origin\n  );\n}\n\nexport function tContent(\n  apiClient: ApiClient,\n  origin?: types.ContentUnion,\n): types.Content {\n  if (origin === null || origin === undefined) {\n    throw new Error('ContentUnion is required');\n  }\n  if (_isContent(origin)) {\n    // _isContent is a utility function that checks if the\n    // origin is a Content.\n    return origin as types.Content;\n  }\n\n  return {\n    role: 'user',\n    parts: tParts(apiClient, origin as types.PartListUnion)!,\n  };\n}\n\nexport function tContentsForEmbed(\n  apiClient: ApiClient,\n  origin: types.ContentListUnion,\n): types.ContentUnion[] {\n  if (!origin) {\n    return [];\n  }\n  if (apiClient.isVertexAI() && Array.isArray(origin)) {\n    return origin.flatMap((item) => {\n      const content = tContent(apiClient, item as types.ContentUnion);\n      if (\n        content.parts &&\n        content.parts.length > 0 &&\n        content.parts[0].text !== undefined\n      ) {\n        return [content.parts[0].text];\n      }\n      return [];\n    });\n  } else if (apiClient.isVertexAI()) {\n    const content = tContent(apiClient, origin as types.ContentUnion);\n    if (\n      content.parts &&\n      content.parts.length > 0 &&\n      content.parts[0].text !== undefined\n    ) {\n      return [content.parts[0].text];\n    }\n    return [];\n  }\n  if (Array.isArray(origin)) {\n    return origin.map(\n      (item) => tContent(apiClient, item as types.ContentUnion)!,\n    );\n  }\n  return [tContent(apiClient, origin as types.ContentUnion)!];\n}\n\nexport function tContents(\n  apiClient: ApiClient,\n  origin?: types.ContentListUnion,\n): types.Content[] {\n  if (\n    origin === null ||\n    origin === undefined ||\n    (Array.isArray(origin) && origin.length === 0)\n  ) {\n    throw new Error('contents are required');\n  }\n  if (!Array.isArray(origin)) {\n    // If it's not an array, it's a single content or a single PartUnion.\n    if (_isFunctionCallPart(origin) || _isFunctionResponsePart(origin)) {\n      throw new Error(\n        'To specify functionCall or functionResponse parts, please wrap them in a Content object, specifying the role for them',\n      );\n    }\n    return [tContent(apiClient, origin as types.ContentUnion)];\n  }\n\n  const result: types.Content[] = [];\n  const accumulatedParts: types.PartUnion[] = [];\n  const isContentArray = _isContent(origin[0]);\n\n  for (const item of origin) {\n    const isContent = _isContent(item);\n\n    if (isContent != isContentArray) {\n      throw new Error(\n        'Mixing Content and Parts is not supported, please group the parts into a the appropriate Content objects and specify the roles for them',\n      );\n    }\n\n    if (isContent) {\n      // `isContent` contains the result of _isContent, which is a utility\n      // function that checks if the item is a Content.\n      result.push(item as types.Content);\n    } else if (_isFunctionCallPart(item) || _isFunctionResponsePart(item)) {\n      throw new Error(\n        'To specify functionCall or functionResponse parts, please wrap them, and any other parts, in Content objects as appropriate, specifying the role for them',\n      );\n    } else {\n      accumulatedParts.push(item as types.PartUnion);\n    }\n  }\n\n  if (!isContentArray) {\n    result.push({role: 'user', parts: tParts(apiClient, accumulatedParts)});\n  }\n  return result;\n}\n\n/**\n * Represents the possible JSON schema types.\n */\ntype JSONSchemaType =\n  | 'string'\n  | 'number'\n  | 'integer'\n  | 'object'\n  | 'array'\n  | 'boolean'\n  | 'null';\n\n/**\n * A subset of JSON Schema according to 2020-12 JSON Schema draft, plus one\n * additional google only field: propertyOrdering. The propertyOrdering field\n * is used to specify the order of the properties in the object. see details in\n * https://ai.google.dev/gemini-api/docs/structured-output#property-ordering\n * for more details.\n *\n * Represents a subset of a JSON Schema object that can be used by Gemini API.\n * The difference between this interface and the Schema interface is that this\n * interface is compatible with OpenAPI 3.1 schema objects while the\n * types.Schema interface @see {@link Schema} is used to make API call to\n * Gemini API.\n */\nexport interface JSONSchema {\n  /**\n   * Validation succeeds if the type of the instance matches the type\n   * represented by the given type, or matches at least one of the given types\n   * in the array.\n   */\n  type?: JSONSchemaType | JSONSchemaType[];\n\n  /**\n   * Defines semantic information about a string instance (e.g., \"date-time\",\n   * \"email\").\n   */\n  format?: string;\n\n  /**\n   * A preferably short description about the purpose of the instance\n   * described by the schema. This is not supported for Gemini API.\n   */\n  title?: string;\n\n  /**\n   * An explanation about the purpose of the instance described by the\n   * schema.\n   */\n  description?: string;\n\n  /**\n   * This keyword can be used to supply a default JSON value associated\n   * with a particular schema. The value should be valid according to the\n   * schema. This is not supported for Gemini API.\n   */\n  default?: unknown;\n\n  /**\n   * Used for arrays. This keyword is used to define the schema of the elements\n   * in the array.\n   */\n  items?: JSONSchema;\n\n  /**\n   * Key word for arrays. Specify the minimum number of elements in the array.\n   */\n  minItems?: string;\n\n  /**\n   * Key word for arrays. Specify the maximum number of elements in the array.e\n   */\n  maxItems?: string;\n\n  /**\n   * Used for specify the possible values for an enum.\n   */\n  enum?: unknown[];\n\n  /**\n   * Used for objects. This keyword is used to define the schema of the\n   * properties in the object.\n   */\n  properties?: Record<string, JSONSchema>;\n\n  /**\n   * Used for objects. This keyword is used to specify the properties of the\n   * object that are required to be present in the instance.\n   */\n  required?: string[];\n\n  /**\n   * The key word for objects. Specify the minimum number of properties in the\n   * object.\n   */\n  minProperties?: string;\n\n  /**\n   * The key word for objects. Specify the maximum number of properties in the\n   * object.\n   */\n  maxProperties?: string;\n\n  /**\n   * Used for numbers. Specify the minimum value for a number.\n   */\n  minimum?: number;\n\n  /**\n   * Used for numbers. specify the maximum value for a number.\n   */\n  maximum?: number;\n\n  /**\n   * Used for strings. The keyword to specify the minimum length of the\n   * string.\n   */\n  minLength?: string;\n\n  /**\n   * Used for strings. The keyword to specify the maximum length of the\n   * string.\n   */\n  maxLength?: string;\n\n  /**\n   * Used for strings. Key word to specify a regular\n   * expression (ECMA-262) matches the instance successfully.\n   */\n  pattern?: string;\n\n  /**\n   * Used for Union types and Intersection types. This keyword is used to define\n   * the schema of the possible values.\n   */\n  anyOf?: JSONSchema[];\n\n  /**\n   * The order of the properties. Not a standard field in OpenAPI spec.\n   * Only used to support the order of the properties. see details in\n   * https://ai.google.dev/gemini-api/docs/structured-output#property-ordering\n   */\n  propertyOrdering?: string[];\n}\n\n// The fields that are supported by JSONSchema. Must be kept in sync with the\n// JSONSchema interface above.\nexport const supportedJsonSchemaFields = new Set<string>([\n  'type',\n  'format',\n  'title',\n  'description',\n  'default',\n  'items',\n  'minItems',\n  'maxItems',\n  'enum',\n  'properties',\n  'required',\n  'minProperties',\n  'maxProperties',\n  'minimum',\n  'maximum',\n  'minLength',\n  'maxLength',\n  'pattern',\n  'anyOf',\n  'propertyOrdering',\n]);\n\nconst jsonSchemaTypeValidator = z.enum([\n  'string',\n  'number',\n  'integer',\n  'object',\n  'array',\n  'boolean',\n  'null',\n]);\n\n// Handles all types and arrays of all types.\nconst schemaTypeUnion = z.union([\n  jsonSchemaTypeValidator,\n  z.array(jsonSchemaTypeValidator),\n]);\n\n// Declare the type for the schema variable.\ntype jsonSchemaValidatorType = z.ZodType<JSONSchema>;\n\n/**\n * Creates a zod validator for JSONSchema.\n *\n * @param strictMode Whether to enable strict mode, default to true. When\n * strict mode is enabled, the zod validator will throw error if there\n * are unrecognized fields in the input data. If strict mode is\n * disabled, the zod validator will ignore the unrecognized fields, only\n * populate the fields that are listed in the JSONSchema. Regardless of\n * the mode the type mismatch will always result in an error, for example\n * items field should be a single JSONSchema, but for tuple type it would\n * be an array of JSONSchema, this will always result in an error.\n * @return The zod validator for JSONSchema.\n */\nexport function createJsonSchemaValidator(\n  strictMode: boolean = true,\n): jsonSchemaValidatorType {\n  const jsonSchemaValidator: jsonSchemaValidatorType = z.lazy(() => {\n    // Define the base object shape *inside* the z.lazy callback\n    const baseShape = z.object({\n      // --- Type ---\n      type: schemaTypeUnion.optional(),\n\n      // --- Annotations ---\n      format: z.string().optional(),\n      title: z.string().optional(),\n      description: z.string().optional(),\n      default: z.unknown().optional(),\n\n      // --- Array Validations ---\n      items: jsonSchemaValidator.optional(),\n      minItems: z.coerce.string().optional(),\n      maxItems: z.coerce.string().optional(),\n      // --- Generic Validations ---\n      enum: z.array(z.unknown()).optional(),\n\n      // --- Object Validations ---\n      properties: z.record(z.string(), jsonSchemaValidator).optional(),\n      required: z.array(z.string()).optional(),\n      minProperties: z.coerce.string().optional(),\n      maxProperties: z.coerce.string().optional(),\n      propertyOrdering: z.array(z.string()).optional(),\n\n      // --- Numeric Validations ---\n      minimum: z.number().optional(),\n      maximum: z.number().optional(),\n\n      // --- String Validations ---\n      minLength: z.coerce.string().optional(),\n      maxLength: z.coerce.string().optional(),\n      pattern: z.string().optional(),\n\n      // --- Schema Composition ---\n      anyOf: z.array(jsonSchemaValidator).optional(),\n\n      // --- Additional Properties --- This field is not included in the\n      // JSONSchema, will not be communicated to the model, it is here purely\n      // for enabling the zod validation strict mode.\n      additionalProperties: z.boolean().optional(),\n    });\n\n    // Conditionally apply .strict() based on the flag\n    return strictMode ? baseShape.strict() : baseShape;\n  });\n  return jsonSchemaValidator;\n}\n\n/*\nHandle type field:\nThe resulted type field in JSONSchema form zod_to_json_schema can be either\nan array consist of primitive types or a single primitive type.\nThis is due to the optimization of zod_to_json_schema, when the types in the\nunion are primitive types without any additional specifications,\nzod_to_json_schema will squash the types into an array instead of put them\nin anyOf fields. Otherwise, it will put the types in anyOf fields.\nSee the following link for more details:\nhttps://github.com/zodjs/zod-to-json-schema/blob/main/src/index.ts#L101\nThe logic here is trying to undo that optimization, flattening the array of\ntypes to anyOf fields.\n                                 type field\n                                      |\n                            ___________________________\n                           /                           \\\n                          /                              \\\n                         /                                \\\n                       Array                              Type.*\n                /                  \\                       |\n      Include null.              Not included null     type = Type.*.\n      [null, Type.*, Type.*]     multiple types.\n      [null, Type.*]             [Type.*, Type.*]\n            /                                \\\n      remove null                             \\\n      add nullable = true                      \\\n       /                    \\                   \\\n    [Type.*]           [Type.*, Type.*]          \\\n only one type left     multiple types left       \\\n add type = Type.*.           \\                  /\n                               \\                /\n                         not populate the type field in final result\n                           and make the types into anyOf fields\n                          anyOf:[{type: 'Type.*'}, {type: 'Type.*'}];\n*/\nfunction flattenTypeArrayToAnyOf(\n  typeList: string[],\n  resultingSchema: types.Schema,\n) {\n  if (typeList.includes('null')) {\n    resultingSchema['nullable'] = true;\n  }\n  const listWithoutNull = typeList.filter((type) => type !== 'null');\n\n  if (listWithoutNull.length === 1) {\n    resultingSchema['type'] = Object.keys(types.Type).includes(\n      listWithoutNull[0].toUpperCase(),\n    )\n      ? types.Type[listWithoutNull[0].toUpperCase() as keyof typeof types.Type]\n      : types.Type.TYPE_UNSPECIFIED;\n  } else {\n    resultingSchema['anyOf'] = [];\n    for (const i of listWithoutNull) {\n      resultingSchema['anyOf'].push({\n        'type': Object.keys(types.Type).includes(i.toUpperCase())\n          ? types.Type[i.toUpperCase() as keyof typeof types.Type]\n          : types.Type.TYPE_UNSPECIFIED,\n      });\n    }\n  }\n}\n\nexport function processJsonSchema(\n  _jsonSchema: JSONSchema | types.Schema | Record<string, unknown>,\n): types.Schema {\n  const genAISchema: types.Schema = {};\n  const schemaFieldNames = ['items'];\n  const listSchemaFieldNames = ['anyOf'];\n  const dictSchemaFieldNames = ['properties'];\n\n  if (_jsonSchema['type'] && _jsonSchema['anyOf']) {\n    throw new Error('type and anyOf cannot be both populated.');\n  }\n\n  /*\n  This is to handle the nullable array or object. The _jsonSchema will\n  be in the format of {anyOf: [{type: 'null'}, {type: 'object'}]}. The\n  logic is to check if anyOf has 2 elements and one of the element is null,\n  if so, the anyOf field is unnecessary, so we need to get rid of the anyOf\n  field and make the schema nullable. Then use the other element as the new\n  _jsonSchema for processing. This is because the backend doesn't have a null\n  type.\n  This has to be checked before we process any other fields.\n  For example:\n    const objectNullable = z.object({\n      nullableArray: z.array(z.string()).nullable(),\n    });\n  Will have the raw _jsonSchema as:\n  {\n    type: 'OBJECT',\n    properties: {\n        nullableArray: {\n           anyOf: [\n              {type: 'null'},\n              {\n                type: 'array',\n                items: {type: 'string'},\n              },\n            ],\n        }\n    },\n    required: [ 'nullableArray' ],\n  }\n  Will result in following schema compatible with Gemini API:\n    {\n      type: 'OBJECT',\n      properties: {\n         nullableArray: {\n            nullable: true,\n            type: 'ARRAY',\n            items: {type: 'string'},\n         }\n      },\n      required: [ 'nullableArray' ],\n    }\n  */\n  const incomingAnyOf = _jsonSchema['anyOf'] as JSONSchema[];\n  if (incomingAnyOf != null && incomingAnyOf.length == 2) {\n    if (incomingAnyOf[0]!['type'] === 'null') {\n      genAISchema['nullable'] = true;\n      _jsonSchema = incomingAnyOf![1];\n    } else if (incomingAnyOf[1]!['type'] === 'null') {\n      genAISchema['nullable'] = true;\n      _jsonSchema = incomingAnyOf![0];\n    }\n  }\n\n  if (_jsonSchema['type'] instanceof Array) {\n    flattenTypeArrayToAnyOf(_jsonSchema['type'], genAISchema);\n  }\n\n  for (const [fieldName, fieldValue] of Object.entries(_jsonSchema)) {\n    // Skip if the fieldvalue is undefined or null.\n    if (fieldValue == null) {\n      continue;\n    }\n\n    if (fieldName == 'type') {\n      if (fieldValue === 'null') {\n        throw new Error(\n          'type: null can not be the only possible type for the field.',\n        );\n      }\n      if (fieldValue instanceof Array) {\n        // we have already handled the type field with array of types in the\n        // beginning of this function.\n        continue;\n      }\n      genAISchema['type'] = Object.keys(types.Type).includes(\n        fieldValue.toUpperCase(),\n      )\n        ? fieldValue.toUpperCase()\n        : types.Type.TYPE_UNSPECIFIED;\n    } else if (schemaFieldNames.includes(fieldName)) {\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        processJsonSchema(fieldValue);\n    } else if (listSchemaFieldNames.includes(fieldName)) {\n      const listSchemaFieldValue: Array<types.Schema> = [];\n      for (const item of fieldValue) {\n        if (item['type'] == 'null') {\n          genAISchema['nullable'] = true;\n          continue;\n        }\n        listSchemaFieldValue.push(processJsonSchema(item as JSONSchema));\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        listSchemaFieldValue;\n    } else if (dictSchemaFieldNames.includes(fieldName)) {\n      const dictSchemaFieldValue: Record<string, types.Schema> = {};\n      for (const [key, value] of Object.entries(\n        fieldValue as Record<string, unknown>,\n      )) {\n        dictSchemaFieldValue[key] = processJsonSchema(value as JSONSchema);\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        dictSchemaFieldValue;\n    } else {\n      // additionalProperties is not included in JSONSchema, skipping it.\n      if (fieldName === 'additionalProperties') {\n        continue;\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] = fieldValue;\n    }\n  }\n  return genAISchema;\n}\n\n// we take the unknown in the schema field because we want enable user to pass\n// the output of major schema declaration tools without casting. Tools such as\n// zodToJsonSchema, typebox, zodToJsonSchema function can return JsonSchema7Type\n// or object, see details in\n// https://github.com/StefanTerdell/zod-to-json-schema/blob/70525efe555cd226691e093d171370a3b10921d1/src/zodToJsonSchema.ts#L7\n// typebox can return unknown, see details in\n// https://github.com/sinclairzx81/typebox/blob/5a5431439f7d5ca6b494d0d18fbfd7b1a356d67c/src/type/create/type.ts#L35\nexport function tSchema(\n  apiClient: ApiClient,\n  schema: types.Schema | unknown,\n): types.Schema {\n  if (Object.keys(schema as Record<string, unknown>).includes('$schema')) {\n    delete (schema as Record<string, unknown>)['$schema'];\n    const validatedJsonSchema = createJsonSchemaValidator().parse(schema);\n    return processJsonSchema(validatedJsonSchema);\n  } else {\n    return processJsonSchema(schema as types.Schema);\n  }\n}\n\nexport function tSpeechConfig(\n  apiClient: ApiClient,\n  speechConfig: types.SpeechConfigUnion,\n): types.SpeechConfig {\n  if (typeof speechConfig === 'object') {\n    return speechConfig;\n  } else if (typeof speechConfig === 'string') {\n    return {\n      voiceConfig: {\n        prebuiltVoiceConfig: {\n          voiceName: speechConfig,\n        },\n      },\n    };\n  } else {\n    throw new Error(`Unsupported speechConfig type: ${typeof speechConfig}`);\n  }\n}\n\nexport function tLiveSpeechConfig(\n  apiClient: ApiClient,\n  speechConfig: types.SpeechConfig | object,\n): types.SpeechConfig {\n  if ('multiSpeakerVoiceConfig' in speechConfig) {\n    throw new Error(\n      'multiSpeakerVoiceConfig is not supported in the live API.',\n    );\n  }\n  return speechConfig;\n}\n\nexport function tTool(apiClient: ApiClient, tool: types.Tool): types.Tool {\n  if (tool.functionDeclarations) {\n    for (const functionDeclaration of tool.functionDeclarations) {\n      if (functionDeclaration.parameters) {\n        functionDeclaration.parameters = tSchema(\n          apiClient,\n          functionDeclaration.parameters,\n        );\n      }\n      if (functionDeclaration.response) {\n        functionDeclaration.response = tSchema(\n          apiClient,\n          functionDeclaration.response,\n        );\n      }\n    }\n  }\n  return tool;\n}\n\nexport function tTools(\n  apiClient: ApiClient,\n  tools: types.ToolListUnion | unknown,\n): types.Tool[] {\n  // Check if the incoming type is defined.\n  if (tools === undefined || tools === null) {\n    throw new Error('tools is required');\n  }\n  if (!Array.isArray(tools)) {\n    throw new Error('tools is required and must be an array of Tools');\n  }\n  const result: types.Tool[] = [];\n  for (const tool of tools) {\n    result.push(tool as types.Tool);\n  }\n  return result;\n}\n\n/**\n * Prepends resource name with project, location, resource_prefix if needed.\n *\n * @param client The API client.\n * @param resourceName The resource name.\n * @param resourcePrefix The resource prefix.\n * @param splitsAfterPrefix The number of splits after the prefix.\n * @returns The completed resource name.\n *\n * Examples:\n *\n * ```\n * resource_name = '123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = True\n * client.project = 'bar'\n * client.location = 'us-west1'\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns: 'projects/bar/locations/us-west1/cachedContents/123'\n * ```\n *\n * ```\n * resource_name = 'projects/foo/locations/us-central1/cachedContents/123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = True\n * client.project = 'bar'\n * client.location = 'us-west1'\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns: 'projects/foo/locations/us-central1/cachedContents/123'\n * ```\n *\n * ```\n * resource_name = '123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = False\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns 'cachedContents/123'\n * ```\n *\n * ```\n * resource_name = 'some/wrong/cachedContents/resource/name/123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = False\n * # client.vertexai = True\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * -> 'some/wrong/resource/name/123'\n * ```\n */\nfunction resourceName(\n  client: ApiClient,\n  resourceName: string,\n  resourcePrefix: string,\n  splitsAfterPrefix: number = 1,\n): string {\n  const shouldAppendPrefix =\n    !resourceName.startsWith(`${resourcePrefix}/`) &&\n    resourceName.split('/').length === splitsAfterPrefix;\n  if (client.isVertexAI()) {\n    if (resourceName.startsWith('projects/')) {\n      return resourceName;\n    } else if (resourceName.startsWith('locations/')) {\n      return `projects/${client.getProject()}/${resourceName}`;\n    } else if (resourceName.startsWith(`${resourcePrefix}/`)) {\n      return `projects/${client.getProject()}/locations/${client.getLocation()}/${resourceName}`;\n    } else if (shouldAppendPrefix) {\n      return `projects/${client.getProject()}/locations/${client.getLocation()}/${resourcePrefix}/${resourceName}`;\n    } else {\n      return resourceName;\n    }\n  }\n  if (shouldAppendPrefix) {\n    return `${resourcePrefix}/${resourceName}`;\n  }\n  return resourceName;\n}\n\nexport function tCachedContentName(\n  apiClient: ApiClient,\n  name: string | unknown,\n): string {\n  if (typeof name !== 'string') {\n    throw new Error('name must be a string');\n  }\n  return resourceName(apiClient, name, 'cachedContents');\n}\n\nexport function tTuningJobStatus(\n  apiClient: ApiClient,\n  status: string | unknown,\n): string {\n  switch (status) {\n    case 'STATE_UNSPECIFIED':\n      return 'JOB_STATE_UNSPECIFIED';\n    case 'CREATING':\n      return 'JOB_STATE_RUNNING';\n    case 'ACTIVE':\n      return 'JOB_STATE_SUCCEEDED';\n    case 'FAILED':\n      return 'JOB_STATE_FAILED';\n    default:\n      return status as string;\n  }\n}\n\nexport function tBytes(\n  apiClient: ApiClient,\n  fromImageBytes: string | unknown,\n): string {\n  if (typeof fromImageBytes !== 'string') {\n    throw new Error('fromImageBytes must be a string');\n  }\n  // TODO(b/389133914): Remove dummy bytes converter.\n  return fromImageBytes;\n}\n\nfunction _isFile(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'name' in origin\n  );\n}\n\nexport function isGeneratedVideo(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'video' in origin\n  );\n}\n\nexport function isVideo(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'uri' in origin\n  );\n}\n\nexport function tFileName(\n  apiClient: ApiClient,\n  fromName: string | types.File | types.GeneratedVideo | types.Video,\n): string | undefined {\n  let name: string | undefined;\n\n  if (_isFile(fromName)) {\n    name = (fromName as types.File).name;\n  }\n  if (isVideo(fromName)) {\n    name = (fromName as types.Video).uri;\n    if (name === undefined) {\n      return undefined;\n    }\n  }\n  if (isGeneratedVideo(fromName)) {\n    name = (fromName as types.GeneratedVideo).video?.uri;\n    if (name === undefined) {\n      return undefined;\n    }\n  }\n  if (typeof fromName === 'string') {\n    name = fromName;\n  }\n\n  if (name === undefined) {\n    throw new Error('Could not extract file name from the provided input.');\n  }\n\n  if (name.startsWith('https://')) {\n    const suffix = name.split('files/')[1];\n    const match = suffix.match(/[a-z0-9]+/);\n    if (match === null) {\n      throw new Error(`Could not extract file name from URI ${name}`);\n    }\n    name = match[0];\n  } else if (name.startsWith('files/')) {\n    name = name.split('files/')[1];\n  }\n  return name;\n}\n\nexport function tModelsUrl(\n  apiClient: ApiClient,\n  baseModels: boolean | unknown,\n): string {\n  let res: string;\n  if (apiClient.isVertexAI()) {\n    res = baseModels ? 'publishers/google/models' : 'models';\n  } else {\n    res = baseModels ? 'models' : 'tunedModels';\n  }\n  return res;\n}\n\nexport function tExtractModels(\n  apiClient: ApiClient,\n  response: unknown,\n): Record<string, unknown>[] {\n  for (const key of ['models', 'tunedModels', 'publisherModels']) {\n    if (hasField(response, key)) {\n      return (response as Record<string, unknown>)[key] as Record<\n        string,\n        unknown\n      >[];\n    }\n  }\n  return [];\n}\n\nfunction hasField(data: unknown, fieldName: string): boolean {\n  return data !== null && typeof data === 'object' && fieldName in data;\n}\n\nexport function mcpToGeminiTool(\n  mcpTool: McpTool,\n  config: types.CallableToolConfig = {},\n): types.Tool {\n  const mcpToolSchema = mcpTool as Record<string, unknown>;\n  const functionDeclaration: Record<string, unknown> = {\n    name: mcpToolSchema['name'],\n    description: mcpToolSchema['description'],\n    parameters: processJsonSchema(\n      filterToJsonSchema(\n        mcpToolSchema['inputSchema'] as Record<string, unknown>,\n      ),\n    ),\n  };\n  if (config.behavior) {\n    functionDeclaration['behavior'] = config.behavior;\n  }\n\n  const geminiTool = {\n    functionDeclarations: [\n      functionDeclaration as unknown as types.FunctionDeclaration,\n    ],\n  };\n\n  return geminiTool;\n}\n\n/**\n * Converts a list of MCP tools to a single Gemini tool with a list of function\n * declarations.\n */\nexport function mcpToolsToGeminiTool(\n  mcpTools: McpTool[],\n  config: types.CallableToolConfig = {},\n): types.Tool {\n  const functionDeclarations: types.FunctionDeclaration[] = [];\n  const toolNames = new Set<string>();\n  for (const mcpTool of mcpTools) {\n    const mcpToolName = mcpTool.name as string;\n    if (toolNames.has(mcpToolName)) {\n      throw new Error(\n        `Duplicate function name ${\n          mcpToolName\n        } found in MCP tools. Please ensure function names are unique.`,\n      );\n    }\n    toolNames.add(mcpToolName);\n    const geminiTool = mcpToGeminiTool(mcpTool, config);\n    if (geminiTool.functionDeclarations) {\n      functionDeclarations.push(...geminiTool.functionDeclarations);\n    }\n  }\n\n  return {functionDeclarations: functionDeclarations};\n}\n\n// Filters the list schema field to only include fields that are supported by\n// JSONSchema.\nfunction filterListSchemaField(fieldValue: unknown): Record<string, unknown>[] {\n  const listSchemaFieldValue: Record<string, unknown>[] = [];\n  for (const listFieldValue of fieldValue as Record<string, unknown>[]) {\n    listSchemaFieldValue.push(filterToJsonSchema(listFieldValue));\n  }\n  return listSchemaFieldValue;\n}\n\n// Filters the dict schema field to only include fields that are supported by\n// JSONSchema.\nfunction filterDictSchemaField(fieldValue: unknown): Record<string, unknown> {\n  const dictSchemaFieldValue: Record<string, unknown> = {};\n  for (const [key, value] of Object.entries(\n    fieldValue as Record<string, unknown>,\n  )) {\n    const valueRecord = value as Record<string, unknown>;\n    dictSchemaFieldValue[key] = filterToJsonSchema(valueRecord);\n  }\n  return dictSchemaFieldValue;\n}\n\n// Filters the schema to only include fields that are supported by JSONSchema.\nfunction filterToJsonSchema(\n  schema: Record<string, unknown>,\n): Record<string, unknown> {\n  const schemaFieldNames: Set<string> = new Set(['items']); // 'additional_properties' to come\n  const listSchemaFieldNames: Set<string> = new Set(['anyOf']); // 'one_of', 'all_of', 'not' to come\n  const dictSchemaFieldNames: Set<string> = new Set(['properties']); // 'defs' to come\n  const filteredSchema: Record<string, unknown> = {};\n\n  for (const [fieldName, fieldValue] of Object.entries(schema)) {\n    if (schemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterToJsonSchema(\n        fieldValue as Record<string, unknown>,\n      );\n    } else if (listSchemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterListSchemaField(fieldValue);\n    } else if (dictSchemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterDictSchemaField(fieldValue);\n    } else if (fieldName === 'type') {\n      const typeValue = (fieldValue as string).toUpperCase();\n      filteredSchema[fieldName] = Object.keys(types.Type).includes(typeValue)\n        ? (typeValue as types.Type)\n        : types.Type.TYPE_UNSPECIFIED;\n    } else if (supportedJsonSchemaFields.has(fieldName)) {\n      filteredSchema[fieldName] = fieldValue;\n    }\n  }\n\n  return filteredSchema;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToMldev(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToMldev(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToMldev(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (parentObject !== undefined && fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['contents'], transformedList);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToMldev(apiClient, fromToolConfig),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['kmsKeyName']) !== undefined) {\n    throw new Error('kmsKeyName parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['model'],\n      t.tCachesModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createCachedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateCachedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listCachedContentsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToVertex(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToVertex(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToVertex(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (parentObject !== undefined && fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['contents'], transformedList);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToVertex(apiClient, fromToolConfig),\n    );\n  }\n\n  const fromKmsKeyName = common.getValueByPath(fromObject, ['kmsKeyName']);\n  if (parentObject !== undefined && fromKmsKeyName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['encryption_spec', 'kmsKeyName'],\n      fromKmsKeyName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['model'],\n      t.tCachesModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createCachedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DeleteCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateCachedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listCachedContentsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function cachedContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CachedContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (fromExpireTime != null) {\n    common.setValueByPath(toObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentResponseFromMldev(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function listCachedContentsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromCachedContents = common.getValueByPath(fromObject, [\n    'cachedContents',\n  ]);\n  if (fromCachedContents != null) {\n    let transformedList = fromCachedContents;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return cachedContentFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cachedContents'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function cachedContentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CachedContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (fromExpireTime != null) {\n    common.setValueByPath(toObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentResponseFromVertex(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function listCachedContentsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromCachedContents = common.getValueByPath(fromObject, [\n    'cachedContents',\n  ]);\n  if (fromCachedContents != null) {\n    let transformedList = fromCachedContents;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return cachedContentFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cachedContents'], transformedList);\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Pagers for the GenAI List APIs.\n */\n\nexport enum PagedItem {\n  PAGED_ITEM_BATCH_JOBS = 'batchJobs',\n  PAGED_ITEM_MODELS = 'models',\n  PAGED_ITEM_TUNING_JOBS = 'tuningJobs',\n  PAGED_ITEM_FILES = 'files',\n  PAGED_ITEM_CACHED_CONTENTS = 'cachedContents',\n}\n\ninterface PagedItemConfig {\n  config?: {\n    pageToken?: string;\n    pageSize?: number;\n  };\n}\n\ninterface PagedItemResponse<T> {\n  nextPageToken?: string;\n  batchJobs?: T[];\n  models?: T[];\n  tuningJobs?: T[];\n  files?: T[];\n  cachedContents?: T[];\n}\n\n/**\n * Pager class for iterating through paginated results.\n */\nexport class Pager<T> implements AsyncIterable<T> {\n  private nameInternal!: PagedItem;\n  private pageInternal: T[] = [];\n  private paramsInternal: PagedItemConfig = {};\n  private pageInternalSize!: number;\n  protected requestInternal!: (\n    params: PagedItemConfig,\n  ) => Promise<PagedItemResponse<T>>;\n  protected idxInternal!: number;\n\n  constructor(\n    name: PagedItem,\n    request: (params: PagedItemConfig) => Promise<PagedItemResponse<T>>,\n    response: PagedItemResponse<T>,\n    params: PagedItemConfig,\n  ) {\n    this.requestInternal = request;\n    this.init(name, response, params);\n  }\n\n  private init(\n    name: PagedItem,\n    response: PagedItemResponse<T>,\n    params: PagedItemConfig,\n  ) {\n    this.nameInternal = name;\n    this.pageInternal = response[this.nameInternal] || [];\n    this.idxInternal = 0;\n    let requestParams: PagedItemConfig = {config: {}};\n    if (!params) {\n      requestParams = {config: {}};\n    } else if (typeof params === 'object') {\n      requestParams = {...params};\n    } else {\n      requestParams = params;\n    }\n    if (requestParams['config']) {\n      requestParams['config']['pageToken'] = response['nextPageToken'];\n    }\n    this.paramsInternal = requestParams;\n    this.pageInternalSize =\n      requestParams['config']?.['pageSize'] ?? this.pageInternal.length;\n  }\n\n  private initNextPage(response: PagedItemResponse<T>): void {\n    this.init(this.nameInternal, response, this.paramsInternal);\n  }\n\n  /**\n   * Returns the current page, which is a list of items.\n   *\n   * @remarks\n   * The first page is retrieved when the pager is created. The returned list of\n   * items could be a subset of the entire list.\n   */\n  get page(): T[] {\n    return this.pageInternal;\n  }\n\n  /**\n   * Returns the type of paged item (for example, ``batch_jobs``).\n   */\n  get name(): PagedItem {\n    return this.nameInternal;\n  }\n\n  /**\n   * Returns the length of the page fetched each time by this pager.\n   *\n   * @remarks\n   * The number of items in the page is less than or equal to the page length.\n   */\n  get pageSize(): number {\n    return this.pageInternalSize;\n  }\n\n  /**\n   * Returns the parameters when making the API request for the next page.\n   *\n   * @remarks\n   * Parameters contain a set of optional configs that can be\n   * used to customize the API request. For example, the `pageToken` parameter\n   * contains the token to request the next page.\n   */\n  get params(): PagedItemConfig {\n    return this.paramsInternal;\n  }\n\n  /**\n   * Returns the total number of items in the current page.\n   */\n  get pageLength(): number {\n    return this.pageInternal.length;\n  }\n\n  /**\n   * Returns the item at the given index.\n   */\n  getItem(index: number): T {\n    return this.pageInternal[index];\n  }\n\n  /**\n   * Returns an async iterator that support iterating through all items\n   * retrieved from the API.\n   *\n   * @remarks\n   * The iterator will automatically fetch the next page if there are more items\n   * to fetch from the API.\n   *\n   * @example\n   *\n   * ```ts\n   * const pager = await ai.files.list({config: {pageSize: 10}});\n   * for await (const file of pager) {\n   *   console.log(file.name);\n   * }\n   * ```\n   */\n  [Symbol.asyncIterator](): AsyncIterator<T> {\n    return {\n      next: async () => {\n        if (this.idxInternal >= this.pageLength) {\n          if (this.hasNextPage()) {\n            await this.nextPage();\n          } else {\n            return {value: undefined, done: true};\n          }\n        }\n        const item = this.getItem(this.idxInternal);\n        this.idxInternal += 1;\n        return {value: item, done: false};\n      },\n      return: async () => {\n        return {value: undefined, done: true};\n      },\n    };\n  }\n\n  /**\n   * Fetches the next page of items. This makes a new API request.\n   *\n   * @throws {Error} If there are no more pages to fetch.\n   *\n   * @example\n   *\n   * ```ts\n   * const pager = await ai.files.list({config: {pageSize: 10}});\n   * let page = pager.page;\n   * while (true) {\n   *   for (const file of page) {\n   *     console.log(file.name);\n   *   }\n   *   if (!pager.hasNextPage()) {\n   *     break;\n   *   }\n   *   page = await pager.nextPage();\n   * }\n   * ```\n   */\n  async nextPage(): Promise<T[]> {\n    if (!this.hasNextPage()) {\n      throw new Error('No more pages to fetch.');\n    }\n    const response = await this.requestInternal(this.params);\n    this.initNextPage(response);\n    return this.page;\n  }\n\n  /**\n   * Returns true if there are more pages to fetch from the API.\n   */\n  hasNextPage(): boolean {\n    if (this.params['config']?.['pageToken'] !== undefined) {\n      return true;\n    }\n    return false;\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_caches_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Caches extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Lists cached content configurations.\n   *\n   * @param params - The parameters for the list request.\n   * @return The paginated results of the list of cached contents.\n   *\n   * @example\n   * ```ts\n   * const cachedContents = await ai.caches.list({config: {'pageSize': 2}});\n   * for (const cachedContent of cachedContents) {\n   *   console.log(cachedContent);\n   * }\n   * ```\n   */\n  list = async (\n    params: types.ListCachedContentsParameters = {},\n  ): Promise<Pager<types.CachedContent>> => {\n    return new Pager<types.CachedContent>(\n      PagedItem.PAGED_ITEM_CACHED_CONTENTS,\n      (x: types.ListCachedContentsParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Creates a cached contents resource.\n   *\n   * @remarks\n   * Context caching is only supported for specific models. See [Gemini\n   * Developer API reference](https://ai.google.dev/gemini-api/docs/caching?lang=node/context-cac)\n   * and [Vertex AI reference](https://cloud.google.com/vertex-ai/generative-ai/docs/context-cache/context-cache-overview#supported_models)\n   * for more information.\n   *\n   * @param params - The parameters for the create request.\n   * @return The created cached content.\n   *\n   * @example\n   * ```ts\n   * const contents = ...; // Initialize the content to cache.\n   * const response = await ai.caches.create({\n   *   model: 'gemini-2.0-flash-001',\n   *   config: {\n   *    'contents': contents,\n   *    'displayName': 'test cache',\n   *    'systemInstruction': 'What is the sum of the two pdfs?',\n   *    'ttl': '86400s',\n   *  }\n   * });\n   * ```\n   */\n  async create(\n    params: types.CreateCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.createCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.createCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  /**\n   * Gets cached content configurations.\n   *\n   * @param params - The parameters for the get request.\n   * @return The cached content.\n   *\n   * @example\n   * ```ts\n   * await ai.caches.get({name: '...'}); // The server-generated resource name.\n   * ```\n   */\n  async get(\n    params: types.GetCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.getCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  /**\n   * Deletes cached content.\n   *\n   * @param params - The parameters for the delete request.\n   * @return The empty response returned by the API.\n   *\n   * @example\n   * ```ts\n   * await ai.caches.delete({name: '...'}); // The server-generated resource name.\n   * ```\n   */\n  async delete(\n    params: types.DeleteCachedContentParameters,\n  ): Promise<types.DeleteCachedContentResponse> {\n    let response: Promise<types.DeleteCachedContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.deleteCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteCachedContentResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteCachedContentResponseFromVertex();\n        const typedResp = new types.DeleteCachedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.deleteCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteCachedContentResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteCachedContentResponseFromMldev();\n        const typedResp = new types.DeleteCachedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Updates cached content configurations.\n   *\n   * @param params - The parameters for the update request.\n   * @return The updated cached content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.caches.update({\n   *   name: '...',  // The server-generated resource name.\n   *   config: {'ttl': '7600s'}\n   * });\n   * ```\n   */\n  async update(\n    params: types.UpdateCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.updateCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.updateCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListCachedContentsParameters,\n  ): Promise<types.ListCachedContentsResponse> {\n    let response: Promise<types.ListCachedContentsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listCachedContentsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListCachedContentsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listCachedContentsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListCachedContentsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listCachedContentsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListCachedContentsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listCachedContentsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListCachedContentsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {ApiClient} from './_api_client.js';\nimport * as t from './_transformers.js';\nimport {Models} from './models.js';\nimport * as types from './types.js';\n\n/**\n * Returns true if the response is valid, false otherwise.\n */\nfunction isValidResponse(response: types.GenerateContentResponse): boolean {\n  if (response.candidates == undefined || response.candidates.length === 0) {\n    return false;\n  }\n  const content = response.candidates[0]?.content;\n  if (content === undefined) {\n    return false;\n  }\n  return isValidContent(content);\n}\n\nfunction isValidContent(content: types.Content): boolean {\n  if (content.parts === undefined || content.parts.length === 0) {\n    return false;\n  }\n  for (const part of content.parts) {\n    if (part === undefined || Object.keys(part).length === 0) {\n      return false;\n    }\n    if (!part.thought && part.text !== undefined && part.text === '') {\n      return false;\n    }\n  }\n  return true;\n}\n\n/**\n * Validates the history contains the correct roles.\n *\n * @throws Error if the history does not start with a user turn.\n * @throws Error if the history contains an invalid role.\n */\nfunction validateHistory(history: types.Content[]) {\n  // Empty history is valid.\n  if (history.length === 0) {\n    return;\n  }\n  for (const content of history) {\n    if (content.role !== 'user' && content.role !== 'model') {\n      throw new Error(`Role must be user or model, but got ${content.role}.`);\n    }\n  }\n}\n\n/**\n * Extracts the curated (valid) history from a comprehensive history.\n *\n * @remarks\n * The model may sometimes generate invalid or empty contents(e.g., due to safty\n * filters or recitation). Extracting valid turns from the history\n * ensures that subsequent requests could be accpeted by the model.\n */\nfunction extractCuratedHistory(\n  comprehensiveHistory: types.Content[],\n): types.Content[] {\n  if (comprehensiveHistory === undefined || comprehensiveHistory.length === 0) {\n    return [];\n  }\n  const curatedHistory: types.Content[] = [];\n  const length = comprehensiveHistory.length;\n  let i = 0;\n  while (i < length) {\n    if (comprehensiveHistory[i].role === 'user') {\n      curatedHistory.push(comprehensiveHistory[i]);\n      i++;\n    } else {\n      const modelOutput: types.Content[] = [];\n      let isValid = true;\n      while (i < length && comprehensiveHistory[i].role === 'model') {\n        modelOutput.push(comprehensiveHistory[i]);\n        if (isValid && !isValidContent(comprehensiveHistory[i])) {\n          isValid = false;\n        }\n        i++;\n      }\n      if (isValid) {\n        curatedHistory.push(...modelOutput);\n      } else {\n        // Remove the last user input when model content is invalid.\n        curatedHistory.pop();\n      }\n    }\n  }\n  return curatedHistory;\n}\n\n/**\n * A utility class to create a chat session.\n */\nexport class Chats {\n  private readonly modelsModule: Models;\n  private readonly apiClient: ApiClient;\n\n  constructor(modelsModule: Models, apiClient: ApiClient) {\n    this.modelsModule = modelsModule;\n    this.apiClient = apiClient;\n  }\n\n  /**\n   * Creates a new chat session.\n   *\n   * @remarks\n   * The config in the params will be used for all requests within the chat\n   * session unless overridden by a per-request `config` in\n   * @see {@link types.SendMessageParameters#config}.\n   *\n   * @param params - Parameters for creating a chat session.\n   * @returns A new chat session.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({\n   *   model: 'gemini-2.0-flash'\n   *   config: {\n   *     temperature: 0.5,\n   *     maxOutputTokens: 1024,\n   *   }\n   * });\n   * ```\n   */\n  create(params: types.CreateChatParameters) {\n    return new Chat(\n      this.apiClient,\n      this.modelsModule,\n      params.model,\n      params.config,\n      // Deep copy the history to avoid mutating the history outside of the\n      // chat session.\n      structuredClone(params.history),\n    );\n  }\n}\n\n/**\n * Chat session that enables sending messages to the model with previous\n * conversation context.\n *\n * @remarks\n * The session maintains all the turns between user and model.\n */\nexport class Chat {\n  // A promise to represent the current state of the message being sent to the\n  // model.\n  private sendPromise: Promise<void> = Promise.resolve();\n\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly modelsModule: Models,\n    private readonly model: string,\n    private readonly config: types.GenerateContentConfig = {},\n    private history: types.Content[] = [],\n  ) {\n    validateHistory(history);\n  }\n\n  /**\n   * Sends a message to the model and returns the response.\n   *\n   * @remarks\n   * This method will wait for the previous message to be processed before\n   * sending the next message.\n   *\n   * @see {@link Chat#sendMessageStream} for streaming method.\n   * @param params - parameters for sending messages within a chat session.\n   * @returns The model's response.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({model: 'gemini-2.0-flash'});\n   * const response = await chat.sendMessage({\n   *   message: 'Why is the sky blue?'\n   * });\n   * console.log(response.text);\n   * ```\n   */\n  async sendMessage(\n    params: types.SendMessageParameters,\n  ): Promise<types.GenerateContentResponse> {\n    await this.sendPromise;\n    const inputContent = t.tContent(this.apiClient, params.message);\n    const responsePromise = this.modelsModule.generateContent({\n      model: this.model,\n      contents: this.getHistory(true).concat(inputContent),\n      config: params.config ?? this.config,\n    });\n    this.sendPromise = (async () => {\n      const response = await responsePromise;\n      const outputContent = response.candidates?.[0]?.content;\n\n      // Because the AFC input contains the entire curated chat history in\n      // addition to the new user input, we need to truncate the AFC history\n      // to deduplicate the existing chat history.\n      const fullAutomaticFunctionCallingHistory =\n        response.automaticFunctionCallingHistory;\n      const index = this.getHistory(true).length;\n\n      let automaticFunctionCallingHistory: types.Content[] = [];\n      if (fullAutomaticFunctionCallingHistory != null) {\n        automaticFunctionCallingHistory =\n          fullAutomaticFunctionCallingHistory.slice(index) ?? [];\n      }\n\n      const modelOutput = outputContent ? [outputContent] : [];\n      this.recordHistory(\n        inputContent,\n        modelOutput,\n        automaticFunctionCallingHistory,\n      );\n      return;\n    })();\n    await this.sendPromise.catch(() => {\n      // Resets sendPromise to avoid subsequent calls failing\n      this.sendPromise = Promise.resolve();\n    });\n    return responsePromise;\n  }\n\n  /**\n   * Sends a message to the model and returns the response in chunks.\n   *\n   * @remarks\n   * This method will wait for the previous message to be processed before\n   * sending the next message.\n   *\n   * @see {@link Chat#sendMessage} for non-streaming method.\n   * @param params - parameters for sending the message.\n   * @return The model's response.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({model: 'gemini-2.0-flash'});\n   * const response = await chat.sendMessageStream({\n   *   message: 'Why is the sky blue?'\n   * });\n   * for await (const chunk of response) {\n   *   console.log(chunk.text);\n   * }\n   * ```\n   */\n  async sendMessageStream(\n    params: types.SendMessageParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    await this.sendPromise;\n    const inputContent = t.tContent(this.apiClient, params.message);\n    const streamResponse = this.modelsModule.generateContentStream({\n      model: this.model,\n      contents: this.getHistory(true).concat(inputContent),\n      config: params.config ?? this.config,\n    });\n    // Resolve the internal tracking of send completion promise - `sendPromise`\n    // for both success and failure response. The actual failure is still\n    // propagated by the `await streamResponse`.\n    this.sendPromise = streamResponse\n      .then(() => undefined)\n      .catch(() => undefined);\n    const response = await streamResponse;\n    const result = this.processStreamResponse(response, inputContent);\n    return result;\n  }\n\n  /**\n   * Returns the chat history.\n   *\n   * @remarks\n   * The history is a list of contents alternating between user and model.\n   *\n   * There are two types of history:\n   * - The `curated history` contains only the valid turns between user and\n   * model, which will be included in the subsequent requests sent to the model.\n   * - The `comprehensive history` contains all turns, including invalid or\n   *   empty model outputs, providing a complete record of the history.\n   *\n   * The history is updated after receiving the response from the model,\n   * for streaming response, it means receiving the last chunk of the response.\n   *\n   * The `comprehensive history` is returned by default. To get the `curated\n   * history`, set the `curated` parameter to `true`.\n   *\n   * @param curated - whether to return the curated history or the comprehensive\n   *     history.\n   * @return History contents alternating between user and model for the entire\n   *     chat session.\n   */\n  getHistory(curated: boolean = false): types.Content[] {\n    const history = curated\n      ? extractCuratedHistory(this.history)\n      : this.history;\n    // Deep copy the history to avoid mutating the history outside of the\n    // chat session.\n    return structuredClone(history);\n  }\n\n  private async *processStreamResponse(\n    streamResponse: AsyncGenerator<types.GenerateContentResponse>,\n    inputContent: types.Content,\n  ) {\n    const outputContent: types.Content[] = [];\n    for await (const chunk of streamResponse) {\n      if (isValidResponse(chunk)) {\n        const content = chunk.candidates?.[0]?.content;\n        if (content !== undefined) {\n          outputContent.push(content);\n        }\n      }\n      yield chunk;\n    }\n    this.recordHistory(inputContent, outputContent);\n  }\n\n  private recordHistory(\n    userInput: types.Content,\n    modelOutput: types.Content[],\n    automaticFunctionCallingHistory?: types.Content[],\n  ) {\n    let outputContents: types.Content[] = [];\n    if (\n      modelOutput.length > 0 &&\n      modelOutput.every((content) => content.role !== undefined)\n    ) {\n      outputContents = modelOutput;\n    } else {\n      // Appends an empty content when model returns empty response, so that the\n      // history is always alternating between user and model.\n      outputContents.push({\n        role: 'model',\n        parts: [],\n      } as types.Content);\n    }\n    if (\n      automaticFunctionCallingHistory &&\n      automaticFunctionCallingHistory.length > 0\n    ) {\n      this.history.push(\n        ...extractCuratedHistory(automaticFunctionCallingHistory!),\n      );\n    } else {\n      this.history.push(userInput);\n    }\n    this.history.push(...outputContents);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Auth} from './_auth.js';\nimport * as common from './_common.js';\nimport {Downloader} from './_downloader.js';\nimport {Uploader} from './_uploader.js';\nimport {\n  DownloadFileParameters,\n  File,\n  HttpOptions,\n  HttpResponse,\n  UploadFileConfig,\n} from './types.js';\n\nconst CONTENT_TYPE_HEADER = 'Content-Type';\nconst SERVER_TIMEOUT_HEADER = 'X-Server-Timeout';\nconst USER_AGENT_HEADER = 'User-Agent';\nexport const GOOGLE_API_CLIENT_HEADER = 'x-goog-api-client';\nexport const SDK_VERSION = '1.0.1'; // x-release-please-version\nconst LIBRARY_LABEL = `google-genai-sdk/${SDK_VERSION}`;\nconst VERTEX_AI_API_DEFAULT_VERSION = 'v1beta1';\nconst GOOGLE_AI_API_DEFAULT_VERSION = 'v1beta';\nconst responseLineRE = /^data: (.*)(?:\\n\\n|\\r\\r|\\r\\n\\r\\n)/;\n\n/**\n * Client errors raised by the GenAI API.\n */\nexport class ClientError extends Error {\n  constructor(message: string, stackTrace?: string) {\n    if (stackTrace) {\n      super(message, {cause: stackTrace});\n    } else {\n      super(message, {cause: new Error().stack});\n    }\n    this.message = message;\n    this.name = 'ClientError';\n  }\n}\n\n/**\n * Server errors raised by the GenAI API.\n */\nexport class ServerError extends Error {\n  constructor(message: string, stackTrace?: string) {\n    if (stackTrace) {\n      super(message, {cause: stackTrace});\n    } else {\n      super(message, {cause: new Error().stack});\n    }\n    this.message = message;\n    this.name = 'ServerError';\n  }\n}\n\n/**\n * Options for initializing the ApiClient. The ApiClient uses the parameters\n * for authentication purposes as well as to infer if SDK should send the\n * request to Vertex AI or Gemini API.\n */\nexport interface ApiClientInitOptions {\n  /**\n   * The object used for adding authentication headers to API requests.\n   */\n  auth: Auth;\n  /**\n   * The uploader to use for uploading files. This field is required for\n   * creating a client, will be set through the Node_client or Web_client.\n   */\n  uploader: Uploader;\n  /**\n   * Optional. The downloader to use for downloading files. This field is\n   * required for creating a client, will be set through the Node_client or\n   * Web_client.\n   */\n  downloader: Downloader;\n  /**\n   * Optional. The Google Cloud project ID for Vertex AI users.\n   * It is not the numeric project name.\n   * If not provided, SDK will try to resolve it from runtime environment.\n   */\n  project?: string;\n  /**\n   * Optional. The Google Cloud project location for Vertex AI users.\n   * If not provided, SDK will try to resolve it from runtime environment.\n   */\n  location?: string;\n  /**\n   * The API Key. This is required for Gemini API users.\n   */\n  apiKey?: string;\n  /**\n   * Optional. Set to true if you intend to call Vertex AI endpoints.\n   * If unset, default SDK behavior is to call Gemini API.\n   */\n  vertexai?: boolean;\n  /**\n   * Optional. The API version for the endpoint.\n   * If unset, SDK will choose a default api version.\n   */\n  apiVersion?: string;\n  /**\n   * Optional. A set of customizable configuration for HTTP requests.\n   */\n  httpOptions?: HttpOptions;\n  /**\n   * Optional. An extra string to append at the end of the User-Agent header.\n   *\n   * This can be used to e.g specify the runtime and its version.\n   */\n  userAgentExtra?: string;\n}\n\n/**\n * Represents the necessary information to send a request to an API endpoint.\n * This interface defines the structure for constructing and executing HTTP\n * requests.\n */\nexport interface HttpRequest {\n  /**\n   * URL path from the modules, this path is appended to the base API URL to\n   * form the complete request URL.\n   *\n   * If you wish to set full URL, use httpOptions.baseUrl instead. Example to\n   * set full URL in the request:\n   *\n   * const request: HttpRequest = {\n   *   path: '',\n   *   httpOptions: {\n   *     baseUrl: 'https://<custom-full-url>',\n   *     apiVersion: '',\n   *   },\n   *   httpMethod: 'GET',\n   * };\n   *\n   * The result URL will be: https://<custom-full-url>\n   *\n   */\n  path: string;\n  /**\n   * Optional query parameters to be appended to the request URL.\n   */\n  queryParams?: Record<string, string>;\n  /**\n   * Optional request body in json string or Blob format, GET request doesn't\n   * need a request body.\n   */\n  body?: string | Blob;\n  /**\n   * The HTTP method to be used for the request.\n   */\n  httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE';\n  /**\n   * Optional set of customizable configuration for HTTP requests.\n   */\n  httpOptions?: HttpOptions;\n  /**\n   * Optional abort signal which can be used to cancel the request.\n   */\n  abortSignal?: AbortSignal;\n}\n\n/**\n * The ApiClient class is used to send requests to the Gemini API or Vertex AI\n * endpoints.\n */\nexport class ApiClient {\n  readonly clientOptions: ApiClientInitOptions;\n\n  constructor(opts: ApiClientInitOptions) {\n    this.clientOptions = {\n      ...opts,\n      project: opts.project,\n      location: opts.location,\n      apiKey: opts.apiKey,\n      vertexai: opts.vertexai,\n    };\n\n    const initHttpOptions: HttpOptions = {};\n\n    if (this.clientOptions.vertexai) {\n      initHttpOptions.apiVersion =\n        this.clientOptions.apiVersion ?? VERTEX_AI_API_DEFAULT_VERSION;\n      initHttpOptions.baseUrl = this.baseUrlFromProjectLocation();\n      this.normalizeAuthParameters();\n    } else {\n      // Gemini API\n      initHttpOptions.apiVersion =\n        this.clientOptions.apiVersion ?? GOOGLE_AI_API_DEFAULT_VERSION;\n      initHttpOptions.baseUrl = `https://generativelanguage.googleapis.com/`;\n    }\n\n    initHttpOptions.headers = this.getDefaultHeaders();\n\n    this.clientOptions.httpOptions = initHttpOptions;\n\n    if (opts.httpOptions) {\n      this.clientOptions.httpOptions = this.patchHttpOptions(\n        initHttpOptions,\n        opts.httpOptions,\n      );\n    }\n  }\n\n  /**\n   * Determines the base URL for Vertex AI based on project and location.\n   * Uses the global endpoint if location is 'global' or if project/location\n   * are not specified (implying API key usage).\n   * @private\n   */\n  private baseUrlFromProjectLocation(): string {\n    if (\n      this.clientOptions.project &&\n      this.clientOptions.location &&\n      this.clientOptions.location !== 'global'\n    ) {\n      // Regional endpoint\n      return `https://${this.clientOptions.location}-aiplatform.googleapis.com/`;\n    }\n    // Global endpoint (covers 'global' location and API key usage)\n    return `https://aiplatform.googleapis.com/`;\n  }\n\n  /**\n   * Normalizes authentication parameters for Vertex AI.\n   * If project and location are provided, API key is cleared.\n   * If project and location are not provided (implying API key usage),\n   * project and location are cleared.\n   * @private\n   */\n  private normalizeAuthParameters(): void {\n    if (this.clientOptions.project && this.clientOptions.location) {\n      // Using project/location for auth, clear potential API key\n      this.clientOptions.apiKey = undefined;\n      return;\n    }\n    // Using API key for auth (or no auth provided yet), clear project/location\n    this.clientOptions.project = undefined;\n    this.clientOptions.location = undefined;\n  }\n\n  isVertexAI(): boolean {\n    return this.clientOptions.vertexai ?? false;\n  }\n\n  getProject() {\n    return this.clientOptions.project;\n  }\n\n  getLocation() {\n    return this.clientOptions.location;\n  }\n\n  getApiVersion() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.apiVersion !== undefined\n    ) {\n      return this.clientOptions.httpOptions.apiVersion;\n    }\n    throw new Error('API version is not set.');\n  }\n\n  getBaseUrl() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.baseUrl !== undefined\n    ) {\n      return this.clientOptions.httpOptions.baseUrl;\n    }\n    throw new Error('Base URL is not set.');\n  }\n\n  getRequestUrl() {\n    return this.getRequestUrlInternal(this.clientOptions.httpOptions);\n  }\n\n  getHeaders() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.headers !== undefined\n    ) {\n      return this.clientOptions.httpOptions.headers;\n    } else {\n      throw new Error('Headers are not set.');\n    }\n  }\n\n  private getRequestUrlInternal(httpOptions?: HttpOptions) {\n    if (\n      !httpOptions ||\n      httpOptions.baseUrl === undefined ||\n      httpOptions.apiVersion === undefined\n    ) {\n      throw new Error('HTTP options are not correctly set.');\n    }\n    const baseUrl = httpOptions.baseUrl.endsWith('/')\n      ? httpOptions.baseUrl.slice(0, -1)\n      : httpOptions.baseUrl;\n    const urlElement: Array<string> = [baseUrl];\n    if (httpOptions.apiVersion && httpOptions.apiVersion !== '') {\n      urlElement.push(httpOptions.apiVersion);\n    }\n    return urlElement.join('/');\n  }\n\n  getBaseResourcePath() {\n    return `projects/${this.clientOptions.project}/locations/${\n      this.clientOptions.location\n    }`;\n  }\n\n  getApiKey() {\n    return this.clientOptions.apiKey;\n  }\n\n  getWebsocketBaseUrl() {\n    const baseUrl = this.getBaseUrl();\n    const urlParts = new URL(baseUrl);\n    urlParts.protocol = urlParts.protocol == 'http:' ? 'ws' : 'wss';\n    return urlParts.toString();\n  }\n\n  setBaseUrl(url: string) {\n    if (this.clientOptions.httpOptions) {\n      this.clientOptions.httpOptions.baseUrl = url;\n    } else {\n      throw new Error('HTTP options are not correctly set.');\n    }\n  }\n\n  private constructUrl(\n    path: string,\n    httpOptions: HttpOptions,\n    prependProjectLocation: boolean,\n  ): URL {\n    const urlElement: Array<string> = [this.getRequestUrlInternal(httpOptions)];\n    if (prependProjectLocation) {\n      urlElement.push(this.getBaseResourcePath());\n    }\n    if (path !== '') {\n      urlElement.push(path);\n    }\n    const url = new URL(`${urlElement.join('/')}`);\n\n    return url;\n  }\n\n  private shouldPrependVertexProjectPath(request: HttpRequest): boolean {\n    if (this.clientOptions.apiKey) {\n      return false;\n    }\n    if (!this.clientOptions.vertexai) {\n      return false;\n    }\n    if (request.path.startsWith('projects/')) {\n      // Assume the path already starts with\n      // `projects/<project>/location/<location>`.\n      return false;\n    }\n    if (\n      request.httpMethod === 'GET' &&\n      request.path.startsWith('publishers/google/models')\n    ) {\n      // These paths are used by Vertex's models.get and models.list\n      // calls. For base models Vertex does not accept a project/location\n      // prefix (for tuned model the prefix is required).\n      return false;\n    }\n    return true;\n  }\n\n  async request(request: HttpRequest): Promise<HttpResponse> {\n    let patchedHttpOptions = this.clientOptions.httpOptions!;\n    if (request.httpOptions) {\n      patchedHttpOptions = this.patchHttpOptions(\n        this.clientOptions.httpOptions!,\n        request.httpOptions,\n      );\n    }\n\n    const prependProjectLocation = this.shouldPrependVertexProjectPath(request);\n    const url = this.constructUrl(\n      request.path,\n      patchedHttpOptions,\n      prependProjectLocation,\n    );\n    if (request.queryParams) {\n      for (const [key, value] of Object.entries(request.queryParams)) {\n        url.searchParams.append(key, String(value));\n      }\n    }\n    let requestInit: RequestInit = {};\n    if (request.httpMethod === 'GET') {\n      if (request.body && request.body !== '{}') {\n        throw new Error(\n          'Request body should be empty for GET request, but got non empty request body',\n        );\n      }\n    } else {\n      requestInit.body = request.body;\n    }\n    requestInit = await this.includeExtraHttpOptionsToRequestInit(\n      requestInit,\n      patchedHttpOptions,\n      request.abortSignal,\n    );\n    return this.unaryApiCall(url, requestInit, request.httpMethod);\n  }\n\n  private patchHttpOptions(\n    baseHttpOptions: HttpOptions,\n    requestHttpOptions: HttpOptions,\n  ): HttpOptions {\n    const patchedHttpOptions = JSON.parse(\n      JSON.stringify(baseHttpOptions),\n    ) as HttpOptions;\n\n    for (const [key, value] of Object.entries(requestHttpOptions)) {\n      // Records compile to objects.\n      if (typeof value === 'object') {\n        // @ts-expect-error TS2345TS7053: Element implicitly has an 'any' type\n        // because expression of type 'string' can't be used to index type\n        // 'HttpOptions'.\n        patchedHttpOptions[key] = {...patchedHttpOptions[key], ...value};\n      } else if (value !== undefined) {\n        // @ts-expect-error TS2345TS7053: Element implicitly has an 'any' type\n        // because expression of type 'string' can't be used to index type\n        // 'HttpOptions'.\n        patchedHttpOptions[key] = value;\n      }\n    }\n    return patchedHttpOptions;\n  }\n\n  async requestStream(\n    request: HttpRequest,\n  ): Promise<AsyncGenerator<HttpResponse>> {\n    let patchedHttpOptions = this.clientOptions.httpOptions!;\n    if (request.httpOptions) {\n      patchedHttpOptions = this.patchHttpOptions(\n        this.clientOptions.httpOptions!,\n        request.httpOptions,\n      );\n    }\n\n    const prependProjectLocation = this.shouldPrependVertexProjectPath(request);\n    const url = this.constructUrl(\n      request.path,\n      patchedHttpOptions,\n      prependProjectLocation,\n    );\n    if (!url.searchParams.has('alt') || url.searchParams.get('alt') !== 'sse') {\n      url.searchParams.set('alt', 'sse');\n    }\n    let requestInit: RequestInit = {};\n    requestInit.body = request.body;\n    requestInit = await this.includeExtraHttpOptionsToRequestInit(\n      requestInit,\n      patchedHttpOptions,\n      request.abortSignal,\n    );\n    return this.streamApiCall(url, requestInit, request.httpMethod);\n  }\n\n  private async includeExtraHttpOptionsToRequestInit(\n    requestInit: RequestInit,\n    httpOptions: HttpOptions,\n    abortSignal?: AbortSignal,\n  ): Promise<RequestInit> {\n    if ((httpOptions && httpOptions.timeout) || abortSignal) {\n      const abortController = new AbortController();\n      const signal = abortController.signal;\n      if (httpOptions.timeout && httpOptions?.timeout > 0) {\n        setTimeout(() => abortController.abort(), httpOptions.timeout);\n      }\n      if (abortSignal) {\n        abortSignal.addEventListener('abort', () => {\n          abortController.abort();\n        });\n      }\n      requestInit.signal = signal;\n    }\n    requestInit.headers = await this.getHeadersInternal(httpOptions);\n    return requestInit;\n  }\n\n  private async unaryApiCall(\n    url: URL,\n    requestInit: RequestInit,\n    httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE',\n  ): Promise<HttpResponse> {\n    return this.apiCall(url.toString(), {\n      ...requestInit,\n      method: httpMethod,\n    })\n      .then(async (response) => {\n        await throwErrorIfNotOK(response);\n        return new HttpResponse(response);\n      })\n      .catch((e) => {\n        if (e instanceof Error) {\n          throw e;\n        } else {\n          throw new Error(JSON.stringify(e));\n        }\n      });\n  }\n\n  private async streamApiCall(\n    url: URL,\n    requestInit: RequestInit,\n    httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE',\n  ): Promise<AsyncGenerator<HttpResponse>> {\n    return this.apiCall(url.toString(), {\n      ...requestInit,\n      method: httpMethod,\n    })\n      .then(async (response) => {\n        await throwErrorIfNotOK(response);\n        return this.processStreamResponse(response);\n      })\n      .catch((e) => {\n        if (e instanceof Error) {\n          throw e;\n        } else {\n          throw new Error(JSON.stringify(e));\n        }\n      });\n  }\n\n  async *processStreamResponse(\n    response: Response,\n  ): AsyncGenerator<HttpResponse> {\n    const reader = response?.body?.getReader();\n    const decoder = new TextDecoder('utf-8');\n    if (!reader) {\n      throw new Error('Response body is empty');\n    }\n\n    try {\n      let buffer = '';\n      while (true) {\n        const {done, value} = await reader.read();\n        if (done) {\n          if (buffer.trim().length > 0) {\n            throw new Error('Incomplete JSON segment at the end');\n          }\n          break;\n        }\n        const chunkString = decoder.decode(value);\n\n        // Parse and throw an error if the chunk contains an error.\n        try {\n          const chunkJson = JSON.parse(chunkString) as Record<string, unknown>;\n          if ('error' in chunkJson) {\n            const errorJson = JSON.parse(\n              JSON.stringify(chunkJson['error']),\n            ) as Record<string, unknown>;\n            const status = errorJson['status'] as string;\n            const code = errorJson['code'] as number;\n            const errorMessage = `got status: ${status}. ${JSON.stringify(\n              chunkJson,\n            )}`;\n            if (code >= 400 && code < 500) {\n              const clientError = new ClientError(errorMessage);\n              throw clientError;\n            } else if (code >= 500 && code < 600) {\n              const serverError = new ServerError(errorMessage);\n              throw serverError;\n            }\n          }\n        } catch (e: unknown) {\n          const error = e as Error;\n          if (error.name === 'ClientError' || error.name === 'ServerError') {\n            throw e;\n          }\n        }\n        buffer += chunkString;\n        let match = buffer.match(responseLineRE);\n        while (match) {\n          const processedChunkString = match[1];\n          try {\n            const partialResponse = new Response(processedChunkString, {\n              headers: response?.headers,\n              status: response?.status,\n              statusText: response?.statusText,\n            });\n            yield new HttpResponse(partialResponse);\n            buffer = buffer.slice(match[0].length);\n            match = buffer.match(responseLineRE);\n          } catch (e) {\n            throw new Error(\n              `exception parsing stream chunk ${processedChunkString}. ${e}`,\n            );\n          }\n        }\n      }\n    } finally {\n      reader.releaseLock();\n    }\n  }\n  private async apiCall(\n    url: string,\n    requestInit: RequestInit,\n  ): Promise<Response> {\n    return fetch(url, requestInit).catch((e) => {\n      throw new Error(`exception ${e} sending request`);\n    });\n  }\n\n  getDefaultHeaders(): Record<string, string> {\n    const headers: Record<string, string> = {};\n\n    const versionHeaderValue =\n      LIBRARY_LABEL + ' ' + this.clientOptions.userAgentExtra;\n\n    headers[USER_AGENT_HEADER] = versionHeaderValue;\n    headers[GOOGLE_API_CLIENT_HEADER] = versionHeaderValue;\n    headers[CONTENT_TYPE_HEADER] = 'application/json';\n\n    return headers;\n  }\n\n  private async getHeadersInternal(\n    httpOptions: HttpOptions | undefined,\n  ): Promise<Headers> {\n    const headers = new Headers();\n    if (httpOptions && httpOptions.headers) {\n      for (const [key, value] of Object.entries(httpOptions.headers)) {\n        headers.append(key, value);\n      }\n      // Append a timeout header if it is set, note that the timeout option is\n      // in milliseconds but the header is in seconds.\n      if (httpOptions.timeout && httpOptions.timeout > 0) {\n        headers.append(\n          SERVER_TIMEOUT_HEADER,\n          String(Math.ceil(httpOptions.timeout / 1000)),\n        );\n      }\n    }\n    await this.clientOptions.auth.addAuthHeaders(headers);\n    return headers;\n  }\n\n  /**\n   * Uploads a file asynchronously using Gemini API only, this is not supported\n   * in Vertex AI.\n   *\n   * @param file The string path to the file to be uploaded or a Blob object.\n   * @param config Optional parameters specified in the `UploadFileConfig`\n   *     interface. @see {@link UploadFileConfig}\n   * @return A promise that resolves to a `File` object.\n   * @throws An error if called on a Vertex AI client.\n   * @throws An error if the `mimeType` is not provided and can not be inferred,\n   */\n  async uploadFile(\n    file: string | Blob,\n    config?: UploadFileConfig,\n  ): Promise<File> {\n    const fileToUpload: File = {};\n    if (config != null) {\n      fileToUpload.mimeType = config.mimeType;\n      fileToUpload.name = config.name;\n      fileToUpload.displayName = config.displayName;\n    }\n\n    if (fileToUpload.name && !fileToUpload.name.startsWith('files/')) {\n      fileToUpload.name = `files/${fileToUpload.name}`;\n    }\n\n    const uploader = this.clientOptions.uploader;\n    const fileStat = await uploader.stat(file);\n    fileToUpload.sizeBytes = String(fileStat.size);\n    const mimeType = config?.mimeType ?? fileStat.type;\n    if (mimeType === undefined || mimeType === '') {\n      throw new Error(\n        'Can not determine mimeType. Please provide mimeType in the config.',\n      );\n    }\n    fileToUpload.mimeType = mimeType;\n\n    const uploadUrl = await this.fetchUploadUrl(fileToUpload, config);\n    return uploader.upload(file, uploadUrl, this);\n  }\n\n  /**\n   * Downloads a file asynchronously to the specified path.\n   *\n   * @params params - The parameters for the download request, see {@link\n   * DownloadFileParameters}\n   */\n  async downloadFile(params: DownloadFileParameters): Promise<void> {\n    const downloader = this.clientOptions.downloader;\n    await downloader.download(params, this);\n  }\n\n  private async fetchUploadUrl(\n    file: File,\n    config?: UploadFileConfig,\n  ): Promise<string> {\n    let httpOptions: HttpOptions = {};\n    if (config?.httpOptions) {\n      httpOptions = config.httpOptions;\n    } else {\n      httpOptions = {\n        apiVersion: '', // api-version is set in the path.\n        headers: {\n          'Content-Type': 'application/json',\n          'X-Goog-Upload-Protocol': 'resumable',\n          'X-Goog-Upload-Command': 'start',\n          'X-Goog-Upload-Header-Content-Length': `${file.sizeBytes}`,\n          'X-Goog-Upload-Header-Content-Type': `${file.mimeType}`,\n        },\n      };\n    }\n\n    const body: Record<string, File> = {\n      'file': file,\n    };\n    const httpResponse = await this.request({\n      path: common.formatMap(\n        'upload/v1beta/files',\n        body['_url'] as Record<string, unknown>,\n      ),\n      body: JSON.stringify(body),\n      httpMethod: 'POST',\n      httpOptions,\n    });\n\n    if (!httpResponse || !httpResponse?.headers) {\n      throw new Error(\n        'Server did not return an HttpResponse or the returned HttpResponse did not have headers.',\n      );\n    }\n\n    const uploadUrl: string | undefined =\n      httpResponse?.headers?.['x-goog-upload-url'];\n    if (uploadUrl === undefined) {\n      throw new Error(\n        'Failed to get upload url. Server did not return the x-google-upload-url in the headers',\n      );\n    }\n    return uploadUrl;\n  }\n}\n\nasync function throwErrorIfNotOK(response: Response | undefined) {\n  if (response === undefined) {\n    throw new ServerError('response is undefined');\n  }\n  if (!response.ok) {\n    const status: number = response.status;\n    const statusText: string = response.statusText;\n    let errorBody: Record<string, unknown>;\n    if (response.headers.get('content-type')?.includes('application/json')) {\n      errorBody = await response.json();\n    } else {\n      errorBody = {\n        error: {\n          message: await response.text(),\n          code: response.status,\n          status: response.statusText,\n        },\n      };\n    }\n    const errorMessage = `got status: ${status} ${statusText}. ${JSON.stringify(\n      errorBody,\n    )}`;\n    if (status >= 400 && status < 500) {\n      const clientError = new ClientError(errorMessage);\n      throw clientError;\n    } else if (status >= 500 && status < 600) {\n      const serverError = new ServerError(errorMessage);\n      throw serverError;\n    }\n    throw new Error(errorMessage);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nexport function crossError(): Error {\n  // TODO(b/399934880): this message needs a link to a help page explaining how to enable conditional exports\n  return new Error(`This feature requires the web or Node specific @google/genai implementation, you can fix this by either:\n\n*Enabling conditional exports for your project [recommended]*\n\n*Using a platform specific import* - Make sure your code imports either '@google/genai/web' or '@google/genai/node' instead of '@google/genai'.\n`);\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {ApiClient} from '../_api_client.js';\nimport {Downloader} from '../_downloader.js';\nimport {DownloadFileParameters} from '../types.js';\n\nimport {crossError} from './_cross_error.js';\n\nexport class CrossDownloader implements Downloader {\n  async download(\n    _params: DownloadFileParameters,\n    _apiClient: ApiClient,\n  ): Promise<void> {\n    throw crossError();\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\nimport {ApiClient} from '../_api_client.js';\nimport {FileStat, Uploader} from '../_uploader.js';\nimport {File, HttpResponse} from '../types.js';\n\nimport {crossError} from './_cross_error.js';\n\nexport const MAX_CHUNK_SIZE = 1024 * 1024 * 8; // bytes\nexport const MAX_RETRY_COUNT = 3;\nexport const INITIAL_RETRY_DELAY_MS = 1000;\nexport const DELAY_MULTIPLIER = 2;\nexport const X_GOOG_UPLOAD_STATUS_HEADER_FIELD = 'x-goog-upload-status';\n\nexport class CrossUploader implements Uploader {\n  async upload(\n    file: string | Blob,\n    uploadUrl: string,\n    apiClient: ApiClient,\n  ): Promise<File> {\n    if (typeof file === 'string') {\n      throw crossError();\n    } else {\n      return uploadBlob(file, uploadUrl, apiClient);\n    }\n  }\n\n  async stat(file: string | Blob): Promise<FileStat> {\n    if (typeof file === 'string') {\n      throw crossError();\n    } else {\n      return getBlobStat(file);\n    }\n  }\n}\n\nexport async function uploadBlob(\n  file: Blob,\n  uploadUrl: string,\n  apiClient: ApiClient,\n): Promise<File> {\n  let fileSize = 0;\n  let offset = 0;\n  let response: HttpResponse = new HttpResponse(new Response());\n  let uploadCommand = 'upload';\n  fileSize = file.size;\n  while (offset < fileSize) {\n    const chunkSize = Math.min(MAX_CHUNK_SIZE, fileSize - offset);\n    const chunk = file.slice(offset, offset + chunkSize);\n    if (offset + chunkSize >= fileSize) {\n      uploadCommand += ', finalize';\n    }\n    let retryCount = 0;\n    let currentDelayMs = INITIAL_RETRY_DELAY_MS;\n    while (retryCount < MAX_RETRY_COUNT) {\n      response = await apiClient.request({\n        path: '',\n        body: chunk,\n        httpMethod: 'POST',\n        httpOptions: {\n          apiVersion: '',\n          baseUrl: uploadUrl,\n          headers: {\n            'X-Goog-Upload-Command': uploadCommand,\n            'X-Goog-Upload-Offset': String(offset),\n            'Content-Length': String(chunkSize),\n          },\n        },\n      });\n      if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD]) {\n        break;\n      }\n      retryCount++;\n      await sleep(currentDelayMs);\n      currentDelayMs = currentDelayMs * DELAY_MULTIPLIER;\n    }\n    offset += chunkSize;\n    // The `x-goog-upload-status` header field can be `active`, `final` and\n    //`cancelled` in resposne.\n    if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD] !== 'active') {\n      break;\n    }\n    // TODO(b/401391430) Investigate why the upload status is not finalized\n    // even though all content has been uploaded.\n    if (fileSize <= offset) {\n      throw new Error(\n        'All content has been uploaded, but the upload status is not finalized.',\n      );\n    }\n  }\n  const responseJson = (await response?.json()) as Record<\n    string,\n    File | unknown\n  >;\n  if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD] !== 'final') {\n    throw new Error('Failed to upload file: Upload status is not finalized.');\n  }\n  return responseJson['file'] as File;\n}\n\nexport async function getBlobStat(file: Blob): Promise<FileStat> {\n  const fileStat: FileStat = {size: file.size, type: file.type};\n  return fileStat;\n}\n\nexport function sleep(ms: number): Promise<void> {\n  return new Promise((resolvePromise) => setTimeout(resolvePromise, ms));\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {\n  WebSocketCallbacks,\n  WebSocketFactory,\n  WebSocket as Ws,\n} from '../_websocket.js';\nimport {crossError} from './_cross_error.js';\n\n// TODO((b/401271082): re-enable lint once CrossWebSocketFactory is implemented.\n/*  eslint-disable @typescript-eslint/no-unused-vars */\nexport class CrossWebSocketFactory implements WebSocketFactory {\n  create(\n    url: string,\n    headers: Record<string, string>,\n    callbacks: WebSocketCallbacks,\n  ): Ws {\n    throw crossError();\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function listFilesConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listFilesParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listFilesConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function fileStatusToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FileStatus,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDetails = common.getValueByPath(fromObject, ['details']);\n  if (fromDetails != null) {\n    common.setValueByPath(toObject, ['details'], fromDetails);\n  }\n\n  const fromMessage = common.getValueByPath(fromObject, ['message']);\n  if (fromMessage != null) {\n    common.setValueByPath(toObject, ['message'], fromMessage);\n  }\n\n  const fromCode = common.getValueByPath(fromObject, ['code']);\n  if (fromCode != null) {\n    common.setValueByPath(toObject, ['code'], fromCode);\n  }\n\n  return toObject;\n}\n\nexport function fileToMldev(\n  apiClient: ApiClient,\n  fromObject: types.File,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSizeBytes = common.getValueByPath(fromObject, ['sizeBytes']);\n  if (fromSizeBytes != null) {\n    common.setValueByPath(toObject, ['sizeBytes'], fromSizeBytes);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromExpirationTime = common.getValueByPath(fromObject, [\n    'expirationTime',\n  ]);\n  if (fromExpirationTime != null) {\n    common.setValueByPath(toObject, ['expirationTime'], fromExpirationTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromSha256Hash = common.getValueByPath(fromObject, ['sha256Hash']);\n  if (fromSha256Hash != null) {\n    common.setValueByPath(toObject, ['sha256Hash'], fromSha256Hash);\n  }\n\n  const fromUri = common.getValueByPath(fromObject, ['uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromDownloadUri = common.getValueByPath(fromObject, ['downloadUri']);\n  if (fromDownloadUri != null) {\n    common.setValueByPath(toObject, ['downloadUri'], fromDownloadUri);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(toObject, ['state'], fromState);\n  }\n\n  const fromSource = common.getValueByPath(fromObject, ['source']);\n  if (fromSource != null) {\n    common.setValueByPath(toObject, ['source'], fromSource);\n  }\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(toObject, ['videoMetadata'], fromVideoMetadata);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(\n      toObject,\n      ['error'],\n      fileStatusToMldev(apiClient, fromError),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFile = common.getValueByPath(fromObject, ['file']);\n  if (fromFile != null) {\n    common.setValueByPath(toObject, ['file'], fileToMldev(apiClient, fromFile));\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function getFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'file'],\n      t.tFileName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'file'],\n      t.tFileName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function fileStatusFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.FileStatus,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDetails = common.getValueByPath(fromObject, ['details']);\n  if (fromDetails != null) {\n    common.setValueByPath(toObject, ['details'], fromDetails);\n  }\n\n  const fromMessage = common.getValueByPath(fromObject, ['message']);\n  if (fromMessage != null) {\n    common.setValueByPath(toObject, ['message'], fromMessage);\n  }\n\n  const fromCode = common.getValueByPath(fromObject, ['code']);\n  if (fromCode != null) {\n    common.setValueByPath(toObject, ['code'], fromCode);\n  }\n\n  return toObject;\n}\n\nexport function fileFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.File,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSizeBytes = common.getValueByPath(fromObject, ['sizeBytes']);\n  if (fromSizeBytes != null) {\n    common.setValueByPath(toObject, ['sizeBytes'], fromSizeBytes);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromExpirationTime = common.getValueByPath(fromObject, [\n    'expirationTime',\n  ]);\n  if (fromExpirationTime != null) {\n    common.setValueByPath(toObject, ['expirationTime'], fromExpirationTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromSha256Hash = common.getValueByPath(fromObject, ['sha256Hash']);\n  if (fromSha256Hash != null) {\n    common.setValueByPath(toObject, ['sha256Hash'], fromSha256Hash);\n  }\n\n  const fromUri = common.getValueByPath(fromObject, ['uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromDownloadUri = common.getValueByPath(fromObject, ['downloadUri']);\n  if (fromDownloadUri != null) {\n    common.setValueByPath(toObject, ['downloadUri'], fromDownloadUri);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(toObject, ['state'], fromState);\n  }\n\n  const fromSource = common.getValueByPath(fromObject, ['source']);\n  if (fromSource != null) {\n    common.setValueByPath(toObject, ['source'], fromSource);\n  }\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(toObject, ['videoMetadata'], fromVideoMetadata);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(\n      toObject,\n      ['error'],\n      fileStatusFromMldev(apiClient, fromError),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listFilesResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromFiles = common.getValueByPath(fromObject, ['files']);\n  if (fromFiles != null) {\n    let transformedList = fromFiles;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return fileFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['files'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function createFileResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function deleteFileResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_files_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Files extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Lists all current project files from the service.\n   *\n   * @param params - The parameters for the list request\n   * @return The paginated results of the list of files\n   *\n   * @example\n   * The following code prints the names of all files from the service, the\n   * size of each page is 10.\n   *\n   * ```ts\n   * const listResponse = await ai.files.list({config: {'pageSize': 10}});\n   * for await (const file of listResponse) {\n   *   console.log(file.name);\n   * }\n   * ```\n   */\n  list = async (\n    params: types.ListFilesParameters = {},\n  ): Promise<Pager<types.File>> => {\n    return new Pager<types.File>(\n      PagedItem.PAGED_ITEM_FILES,\n      (x: types.ListFilesParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Uploads a file asynchronously to the Gemini API.\n   * This method is not available in Vertex AI.\n   * Supported upload sources:\n   * - Node.js: File path (string) or Blob object.\n   * - Browser: Blob object (e.g., File).\n   *\n   * @remarks\n   * The `mimeType` can be specified in the `config` parameter. If omitted:\n   *  - For file path (string) inputs, the `mimeType` will be inferred from the\n   *     file extension.\n   *  - For Blob object inputs, the `mimeType` will be set to the Blob's `type`\n   *     property.\n   * Somex eamples for file extension to mimeType mapping:\n   * .txt -> text/plain\n   * .json -> application/json\n   * .jpg  -> image/jpeg\n   * .png -> image/png\n   * .mp3 -> audio/mpeg\n   * .mp4 -> video/mp4\n   *\n   * This section can contain multiple paragraphs and code examples.\n   *\n   * @param params - Optional parameters specified in the\n   *        `types.UploadFileParameters` interface.\n   *         @see {@link types.UploadFileParameters#config} for the optional\n   *         config in the parameters.\n   * @return A promise that resolves to a `types.File` object.\n   * @throws An error if called on a Vertex AI client.\n   * @throws An error if the `mimeType` is not provided and can not be inferred,\n   * the `mimeType` can be provided in the `params.config` parameter.\n   * @throws An error occurs if a suitable upload location cannot be established.\n   *\n   * @example\n   * The following code uploads a file to Gemini API.\n   *\n   * ```ts\n   * const file = await ai.files.upload({file: 'file.txt', config: {\n   *   mimeType: 'text/plain',\n   * }});\n   * console.log(file.name);\n   * ```\n   */\n  async upload(params: types.UploadFileParameters): Promise<types.File> {\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'Vertex AI does not support uploading files. You can share files through a GCS bucket.',\n      );\n    }\n\n    return this.apiClient\n      .uploadFile(params.file, params.config)\n      .then((response) => {\n        const file = converters.fileFromMldev(this.apiClient, response);\n        return file as types.File;\n      });\n  }\n\n  /**\n   * Downloads a remotely stored file asynchronously to a location specified in\n   * the `params` object. This method only works on Node environment, to\n   * download files in the browser, use a browser compliant method like an <a>\n   * tag.\n   *\n   * @param params - The parameters for the download request.\n   *\n   * @example\n   * The following code downloads an example file named \"files/mehozpxf877d\" as\n   * \"file.txt\".\n   *\n   * ```ts\n   * await ai.files.download({file: file.name, downloadPath: 'file.txt'});\n   * ```\n   */\n\n  async download(params: types.DownloadFileParameters): Promise<void> {\n    await this.apiClient.downloadFile(params);\n  }\n\n  private async listInternal(\n    params: types.ListFilesParameters,\n  ): Promise<types.ListFilesResponse> {\n    let response: Promise<types.ListFilesResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.listFilesParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap('files', body['_url'] as Record<string, unknown>);\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListFilesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listFilesResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListFilesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async createInternal(\n    params: types.CreateFileParameters,\n  ): Promise<types.CreateFileResponse> {\n    let response: Promise<types.CreateFileResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.createFileParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'upload/v1beta/files',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CreateFileResponse>;\n\n      return response.then(() => {\n        const resp = converters.createFileResponseFromMldev();\n        const typedResp = new types.CreateFileResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Retrieves the file information from the service.\n   *\n   * @param params - The parameters for the get request\n   * @return The Promise that resolves to the types.File object requested.\n   *\n   * @example\n   * ```ts\n   * const config: GetFileParameters = {\n   *   name: fileName,\n   * };\n   * file = await ai.files.get(config);\n   * console.log(file.name);\n   * ```\n   */\n  async get(params: types.GetFileParameters): Promise<types.File> {\n    let response: Promise<types.File>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.getFileParametersToMldev(this.apiClient, params);\n      path = common.formatMap(\n        'files/{file}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.File>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.fileFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.File;\n      });\n    }\n  }\n\n  /**\n   * Deletes a remotely stored file.\n   *\n   * @param params - The parameters for the delete request.\n   * @return The DeleteFileResponse, the response for the delete method.\n   *\n   * @example\n   * The following code deletes an example file named \"files/mehozpxf877d\".\n   *\n   * ```ts\n   * await ai.files.delete({name: file.name});\n   * ```\n   */\n  async delete(\n    params: types.DeleteFileParameters,\n  ): Promise<types.DeleteFileResponse> {\n    let response: Promise<types.DeleteFileResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.deleteFileParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'files/{file}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteFileResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteFileResponseFromMldev();\n        const typedResp = new types.DeleteFileResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function prebuiltVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToMldev(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToVertex(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeaker = common.getValueByPath(fromObject, ['speaker']);\n  if (fromSpeaker != null) {\n    common.setValueByPath(toObject, ['speaker'], fromSpeaker);\n  }\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['speaker']) !== undefined) {\n    throw new Error('speaker parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['voiceConfig']) !== undefined) {\n    throw new Error('voiceConfig parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeakerVoiceConfigs = common.getValueByPath(fromObject, [\n    'speakerVoiceConfigs',\n  ]);\n  if (fromSpeakerVoiceConfigs != null) {\n    let transformedList = fromSpeakerVoiceConfigs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return speakerVoiceConfigToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['speakerVoiceConfigs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['speakerVoiceConfigs']) !== undefined\n  ) {\n    throw new Error(\n      'speakerVoiceConfigs parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  const fromMultiSpeakerVoiceConfig = common.getValueByPath(fromObject, [\n    'multiSpeakerVoiceConfig',\n  ]);\n  if (fromMultiSpeakerVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['multiSpeakerVoiceConfig'],\n      multiSpeakerVoiceConfigToMldev(apiClient, fromMultiSpeakerVoiceConfig),\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToVertex(apiClient, fromVoiceConfig),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['multiSpeakerVoiceConfig']) !== undefined\n  ) {\n    throw new Error(\n      'multiSpeakerVoiceConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function sessionResumptionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SessionResumptionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromHandle = common.getValueByPath(fromObject, ['handle']);\n  if (fromHandle != null) {\n    common.setValueByPath(toObject, ['handle'], fromHandle);\n  }\n\n  if (common.getValueByPath(fromObject, ['transparent']) !== undefined) {\n    throw new Error('transparent parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function sessionResumptionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SessionResumptionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromHandle = common.getValueByPath(fromObject, ['handle']);\n  if (fromHandle != null) {\n    common.setValueByPath(toObject, ['handle'], fromHandle);\n  }\n\n  const fromTransparent = common.getValueByPath(fromObject, ['transparent']);\n  if (fromTransparent != null) {\n    common.setValueByPath(toObject, ['transparent'], fromTransparent);\n  }\n\n  return toObject;\n}\n\nexport function audioTranscriptionConfigToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function audioTranscriptionConfigToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function automaticActivityDetectionToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AutomaticActivityDetection,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisabled = common.getValueByPath(fromObject, ['disabled']);\n  if (fromDisabled != null) {\n    common.setValueByPath(toObject, ['disabled'], fromDisabled);\n  }\n\n  const fromStartOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'startOfSpeechSensitivity',\n  ]);\n  if (fromStartOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['startOfSpeechSensitivity'],\n      fromStartOfSpeechSensitivity,\n    );\n  }\n\n  const fromEndOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'endOfSpeechSensitivity',\n  ]);\n  if (fromEndOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['endOfSpeechSensitivity'],\n      fromEndOfSpeechSensitivity,\n    );\n  }\n\n  const fromPrefixPaddingMs = common.getValueByPath(fromObject, [\n    'prefixPaddingMs',\n  ]);\n  if (fromPrefixPaddingMs != null) {\n    common.setValueByPath(toObject, ['prefixPaddingMs'], fromPrefixPaddingMs);\n  }\n\n  const fromSilenceDurationMs = common.getValueByPath(fromObject, [\n    'silenceDurationMs',\n  ]);\n  if (fromSilenceDurationMs != null) {\n    common.setValueByPath(\n      toObject,\n      ['silenceDurationMs'],\n      fromSilenceDurationMs,\n    );\n  }\n\n  return toObject;\n}\n\nexport function automaticActivityDetectionToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AutomaticActivityDetection,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisabled = common.getValueByPath(fromObject, ['disabled']);\n  if (fromDisabled != null) {\n    common.setValueByPath(toObject, ['disabled'], fromDisabled);\n  }\n\n  const fromStartOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'startOfSpeechSensitivity',\n  ]);\n  if (fromStartOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['startOfSpeechSensitivity'],\n      fromStartOfSpeechSensitivity,\n    );\n  }\n\n  const fromEndOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'endOfSpeechSensitivity',\n  ]);\n  if (fromEndOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['endOfSpeechSensitivity'],\n      fromEndOfSpeechSensitivity,\n    );\n  }\n\n  const fromPrefixPaddingMs = common.getValueByPath(fromObject, [\n    'prefixPaddingMs',\n  ]);\n  if (fromPrefixPaddingMs != null) {\n    common.setValueByPath(toObject, ['prefixPaddingMs'], fromPrefixPaddingMs);\n  }\n\n  const fromSilenceDurationMs = common.getValueByPath(fromObject, [\n    'silenceDurationMs',\n  ]);\n  if (fromSilenceDurationMs != null) {\n    common.setValueByPath(\n      toObject,\n      ['silenceDurationMs'],\n      fromSilenceDurationMs,\n    );\n  }\n\n  return toObject;\n}\n\nexport function realtimeInputConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RealtimeInputConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAutomaticActivityDetection = common.getValueByPath(fromObject, [\n    'automaticActivityDetection',\n  ]);\n  if (fromAutomaticActivityDetection != null) {\n    common.setValueByPath(\n      toObject,\n      ['automaticActivityDetection'],\n      automaticActivityDetectionToMldev(\n        apiClient,\n        fromAutomaticActivityDetection,\n      ),\n    );\n  }\n\n  const fromActivityHandling = common.getValueByPath(fromObject, [\n    'activityHandling',\n  ]);\n  if (fromActivityHandling != null) {\n    common.setValueByPath(toObject, ['activityHandling'], fromActivityHandling);\n  }\n\n  const fromTurnCoverage = common.getValueByPath(fromObject, ['turnCoverage']);\n  if (fromTurnCoverage != null) {\n    common.setValueByPath(toObject, ['turnCoverage'], fromTurnCoverage);\n  }\n\n  return toObject;\n}\n\nexport function realtimeInputConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RealtimeInputConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAutomaticActivityDetection = common.getValueByPath(fromObject, [\n    'automaticActivityDetection',\n  ]);\n  if (fromAutomaticActivityDetection != null) {\n    common.setValueByPath(\n      toObject,\n      ['automaticActivityDetection'],\n      automaticActivityDetectionToVertex(\n        apiClient,\n        fromAutomaticActivityDetection,\n      ),\n    );\n  }\n\n  const fromActivityHandling = common.getValueByPath(fromObject, [\n    'activityHandling',\n  ]);\n  if (fromActivityHandling != null) {\n    common.setValueByPath(toObject, ['activityHandling'], fromActivityHandling);\n  }\n\n  const fromTurnCoverage = common.getValueByPath(fromObject, ['turnCoverage']);\n  if (fromTurnCoverage != null) {\n    common.setValueByPath(toObject, ['turnCoverage'], fromTurnCoverage);\n  }\n\n  return toObject;\n}\n\nexport function slidingWindowToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SlidingWindow,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTargetTokens = common.getValueByPath(fromObject, ['targetTokens']);\n  if (fromTargetTokens != null) {\n    common.setValueByPath(toObject, ['targetTokens'], fromTargetTokens);\n  }\n\n  return toObject;\n}\n\nexport function slidingWindowToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SlidingWindow,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTargetTokens = common.getValueByPath(fromObject, ['targetTokens']);\n  if (fromTargetTokens != null) {\n    common.setValueByPath(toObject, ['targetTokens'], fromTargetTokens);\n  }\n\n  return toObject;\n}\n\nexport function contextWindowCompressionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ContextWindowCompressionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTriggerTokens = common.getValueByPath(fromObject, [\n    'triggerTokens',\n  ]);\n  if (fromTriggerTokens != null) {\n    common.setValueByPath(toObject, ['triggerTokens'], fromTriggerTokens);\n  }\n\n  const fromSlidingWindow = common.getValueByPath(fromObject, [\n    'slidingWindow',\n  ]);\n  if (fromSlidingWindow != null) {\n    common.setValueByPath(\n      toObject,\n      ['slidingWindow'],\n      slidingWindowToMldev(apiClient, fromSlidingWindow),\n    );\n  }\n\n  return toObject;\n}\n\nexport function contextWindowCompressionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContextWindowCompressionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTriggerTokens = common.getValueByPath(fromObject, [\n    'triggerTokens',\n  ]);\n  if (fromTriggerTokens != null) {\n    common.setValueByPath(toObject, ['triggerTokens'], fromTriggerTokens);\n  }\n\n  const fromSlidingWindow = common.getValueByPath(fromObject, [\n    'slidingWindow',\n  ]);\n  if (fromSlidingWindow != null) {\n    common.setValueByPath(\n      toObject,\n      ['slidingWindow'],\n      slidingWindowToVertex(apiClient, fromSlidingWindow),\n    );\n  }\n\n  return toObject;\n}\n\nexport function proactivityConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ProactivityConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromProactiveAudio = common.getValueByPath(fromObject, [\n    'proactiveAudio',\n  ]);\n  if (fromProactiveAudio != null) {\n    common.setValueByPath(toObject, ['proactiveAudio'], fromProactiveAudio);\n  }\n\n  return toObject;\n}\n\nexport function proactivityConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ProactivityConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromProactiveAudio = common.getValueByPath(fromObject, [\n    'proactiveAudio',\n  ]);\n  if (fromProactiveAudio != null) {\n    common.setValueByPath(toObject, ['proactiveAudio'], fromProactiveAudio);\n  }\n\n  return toObject;\n}\n\nexport function liveConnectConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (parentObject !== undefined && fromResponseModalities != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (parentObject !== undefined && fromTemperature != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'temperature'],\n      fromTemperature,\n    );\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (parentObject !== undefined && fromTopP != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topP'],\n      fromTopP,\n    );\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (parentObject !== undefined && fromTopK != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topK'],\n      fromTopK,\n    );\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (parentObject !== undefined && fromMaxOutputTokens != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'maxOutputTokens'],\n      fromMaxOutputTokens,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (parentObject !== undefined && fromMediaResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'mediaResolution'],\n      fromMediaResolution,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'seed'],\n      fromSeed,\n    );\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (parentObject !== undefined && fromSpeechConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'speechConfig'],\n      speechConfigToMldev(\n        apiClient,\n        t.tLiveSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromEnableAffectiveDialog = common.getValueByPath(fromObject, [\n    'enableAffectiveDialog',\n  ]);\n  if (parentObject !== undefined && fromEnableAffectiveDialog != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'enableAffectiveDialog'],\n      fromEnableAffectiveDialog,\n    );\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['setup', 'tools'], transformedList);\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (parentObject !== undefined && fromSessionResumption != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'sessionResumption'],\n      sessionResumptionConfigToMldev(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'inputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'outputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (parentObject !== undefined && fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'realtimeInputConfig'],\n      realtimeInputConfigToMldev(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (parentObject !== undefined && fromContextWindowCompression != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'contextWindowCompression'],\n      contextWindowCompressionConfigToMldev(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (parentObject !== undefined && fromProactivity != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'proactivity'],\n      proactivityConfigToMldev(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (parentObject !== undefined && fromResponseModalities != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (parentObject !== undefined && fromTemperature != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'temperature'],\n      fromTemperature,\n    );\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (parentObject !== undefined && fromTopP != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topP'],\n      fromTopP,\n    );\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (parentObject !== undefined && fromTopK != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topK'],\n      fromTopK,\n    );\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (parentObject !== undefined && fromMaxOutputTokens != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'maxOutputTokens'],\n      fromMaxOutputTokens,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (parentObject !== undefined && fromMediaResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'mediaResolution'],\n      fromMediaResolution,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'seed'],\n      fromSeed,\n    );\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (parentObject !== undefined && fromSpeechConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'speechConfig'],\n      speechConfigToVertex(\n        apiClient,\n        t.tLiveSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromEnableAffectiveDialog = common.getValueByPath(fromObject, [\n    'enableAffectiveDialog',\n  ]);\n  if (parentObject !== undefined && fromEnableAffectiveDialog != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'enableAffectiveDialog'],\n      fromEnableAffectiveDialog,\n    );\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['setup', 'tools'], transformedList);\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (parentObject !== undefined && fromSessionResumption != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'sessionResumption'],\n      sessionResumptionConfigToVertex(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'inputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'outputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (parentObject !== undefined && fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'realtimeInputConfig'],\n      realtimeInputConfigToVertex(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (parentObject !== undefined && fromContextWindowCompression != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'contextWindowCompression'],\n      contextWindowCompressionConfigToVertex(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (parentObject !== undefined && fromProactivity != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'proactivity'],\n      proactivityConfigToVertex(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      liveConnectConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      liveConnectConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function activityStartToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityStartToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityEndToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityEndToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveSendRealtimeInputParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveSendRealtimeInputParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMedia = common.getValueByPath(fromObject, ['media']);\n  if (fromMedia != null) {\n    common.setValueByPath(\n      toObject,\n      ['mediaChunks'],\n      t.tBlobs(apiClient, fromMedia),\n    );\n  }\n\n  const fromAudio = common.getValueByPath(fromObject, ['audio']);\n  if (fromAudio != null) {\n    common.setValueByPath(\n      toObject,\n      ['audio'],\n      t.tAudioBlob(apiClient, fromAudio),\n    );\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  const fromVideo = common.getValueByPath(fromObject, ['video']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      t.tImageBlob(apiClient, fromVideo),\n    );\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToMldev());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToMldev());\n  }\n\n  return toObject;\n}\n\nexport function liveSendRealtimeInputParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveSendRealtimeInputParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMedia = common.getValueByPath(fromObject, ['media']);\n  if (fromMedia != null) {\n    common.setValueByPath(\n      toObject,\n      ['mediaChunks'],\n      t.tBlobs(apiClient, fromMedia),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['audio']) !== undefined) {\n    throw new Error('audio parameter is not supported in Vertex AI.');\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  if (common.getValueByPath(fromObject, ['video']) !== undefined) {\n    throw new Error('video parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToVertex());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToVertex());\n  }\n\n  return toObject;\n}\n\nexport function liveClientSetupToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (fromGenerationConfig != null) {\n    common.setValueByPath(toObject, ['generationConfig'], fromGenerationConfig);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (fromSystemInstruction != null) {\n    common.setValueByPath(\n      toObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(toObject, ['tools'], transformedList);\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInputConfig'],\n      realtimeInputConfigToMldev(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (fromSessionResumption != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumption'],\n      sessionResumptionConfigToMldev(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (fromContextWindowCompression != null) {\n    common.setValueByPath(\n      toObject,\n      ['contextWindowCompression'],\n      contextWindowCompressionConfigToMldev(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (fromProactivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['proactivity'],\n      proactivityConfigToMldev(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientSetupToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (fromGenerationConfig != null) {\n    common.setValueByPath(toObject, ['generationConfig'], fromGenerationConfig);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (fromSystemInstruction != null) {\n    common.setValueByPath(\n      toObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(toObject, ['tools'], transformedList);\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInputConfig'],\n      realtimeInputConfigToVertex(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (fromSessionResumption != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumption'],\n      sessionResumptionConfigToVertex(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (fromContextWindowCompression != null) {\n    common.setValueByPath(\n      toObject,\n      ['contextWindowCompression'],\n      contextWindowCompressionConfigToVertex(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (fromProactivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['proactivity'],\n      proactivityConfigToVertex(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientContentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTurns = common.getValueByPath(fromObject, ['turns']);\n  if (fromTurns != null) {\n    let transformedList = fromTurns;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['turns'], transformedList);\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  return toObject;\n}\n\nexport function liveClientContentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTurns = common.getValueByPath(fromObject, ['turns']);\n  if (fromTurns != null) {\n    let transformedList = fromTurns;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['turns'], transformedList);\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  return toObject;\n}\n\nexport function liveClientRealtimeInputToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientRealtimeInput,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMediaChunks = common.getValueByPath(fromObject, ['mediaChunks']);\n  if (fromMediaChunks != null) {\n    common.setValueByPath(toObject, ['mediaChunks'], fromMediaChunks);\n  }\n\n  const fromAudio = common.getValueByPath(fromObject, ['audio']);\n  if (fromAudio != null) {\n    common.setValueByPath(toObject, ['audio'], fromAudio);\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  const fromVideo = common.getValueByPath(fromObject, ['video']);\n  if (fromVideo != null) {\n    common.setValueByPath(toObject, ['video'], fromVideo);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToMldev());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToMldev());\n  }\n\n  return toObject;\n}\n\nexport function liveClientRealtimeInputToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientRealtimeInput,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMediaChunks = common.getValueByPath(fromObject, ['mediaChunks']);\n  if (fromMediaChunks != null) {\n    common.setValueByPath(toObject, ['mediaChunks'], fromMediaChunks);\n  }\n\n  if (common.getValueByPath(fromObject, ['audio']) !== undefined) {\n    throw new Error('audio parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['audioStreamEnd']) !== undefined) {\n    throw new Error('audioStreamEnd parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['video']) !== undefined) {\n    throw new Error('video parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToVertex());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToVertex());\n  }\n\n  return toObject;\n}\n\nexport function functionResponseToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWillContinue = common.getValueByPath(fromObject, ['willContinue']);\n  if (fromWillContinue != null) {\n    common.setValueByPath(toObject, ['willContinue'], fromWillContinue);\n  }\n\n  const fromScheduling = common.getValueByPath(fromObject, ['scheduling']);\n  if (fromScheduling != null) {\n    common.setValueByPath(toObject, ['scheduling'], fromScheduling);\n  }\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function functionResponseToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['willContinue']) !== undefined) {\n    throw new Error('willContinue parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['scheduling']) !== undefined) {\n    throw new Error('scheduling parameter is not supported in Vertex AI.');\n  }\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function liveClientToolResponseToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientToolResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionResponses = common.getValueByPath(fromObject, [\n    'functionResponses',\n  ]);\n  if (fromFunctionResponses != null) {\n    let transformedList = fromFunctionResponses;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionResponseToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionResponses'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveClientToolResponseToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientToolResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionResponses = common.getValueByPath(fromObject, [\n    'functionResponses',\n  ]);\n  if (fromFunctionResponses != null) {\n    let transformedList = fromFunctionResponses;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionResponseToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionResponses'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveClientMessageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveClientSetupToMldev(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveClientContentToMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromRealtimeInput = common.getValueByPath(fromObject, [\n    'realtimeInput',\n  ]);\n  if (fromRealtimeInput != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInput'],\n      liveClientRealtimeInputToMldev(apiClient, fromRealtimeInput),\n    );\n  }\n\n  const fromToolResponse = common.getValueByPath(fromObject, ['toolResponse']);\n  if (fromToolResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolResponse'],\n      liveClientToolResponseToMldev(apiClient, fromToolResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientMessageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveClientSetupToVertex(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveClientContentToVertex(apiClient, fromClientContent),\n    );\n  }\n\n  const fromRealtimeInput = common.getValueByPath(fromObject, [\n    'realtimeInput',\n  ]);\n  if (fromRealtimeInput != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInput'],\n      liveClientRealtimeInputToVertex(apiClient, fromRealtimeInput),\n    );\n  }\n\n  const fromToolResponse = common.getValueByPath(fromObject, ['toolResponse']);\n  if (fromToolResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolResponse'],\n      liveClientToolResponseToVertex(apiClient, fromToolResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicConnectParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['setup', 'model'], fromModel);\n  }\n\n  const fromCallbacks = common.getValueByPath(fromObject, ['callbacks']);\n  if (fromCallbacks != null) {\n    common.setValueByPath(toObject, ['callbacks'], fromCallbacks);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicConnectParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['model']) !== undefined) {\n    throw new Error('model parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['callbacks']) !== undefined) {\n    throw new Error('callbacks parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptToMldev(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromWeight = common.getValueByPath(fromObject, ['weight']);\n  if (fromWeight != null) {\n    common.setValueByPath(toObject, ['weight'], fromWeight);\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptToVertex(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['weight']) !== undefined) {\n    throw new Error('weight parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetWeightedPromptsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetWeightedPromptsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetWeightedPromptsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetWeightedPromptsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['weightedPrompts']) !== undefined) {\n    throw new Error('weightedPrompts parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromGuidance = common.getValueByPath(fromObject, ['guidance']);\n  if (fromGuidance != null) {\n    common.setValueByPath(toObject, ['guidance'], fromGuidance);\n  }\n\n  const fromBpm = common.getValueByPath(fromObject, ['bpm']);\n  if (fromBpm != null) {\n    common.setValueByPath(toObject, ['bpm'], fromBpm);\n  }\n\n  const fromDensity = common.getValueByPath(fromObject, ['density']);\n  if (fromDensity != null) {\n    common.setValueByPath(toObject, ['density'], fromDensity);\n  }\n\n  const fromBrightness = common.getValueByPath(fromObject, ['brightness']);\n  if (fromBrightness != null) {\n    common.setValueByPath(toObject, ['brightness'], fromBrightness);\n  }\n\n  const fromScale = common.getValueByPath(fromObject, ['scale']);\n  if (fromScale != null) {\n    common.setValueByPath(toObject, ['scale'], fromScale);\n  }\n\n  const fromMuteBass = common.getValueByPath(fromObject, ['muteBass']);\n  if (fromMuteBass != null) {\n    common.setValueByPath(toObject, ['muteBass'], fromMuteBass);\n  }\n\n  const fromMuteDrums = common.getValueByPath(fromObject, ['muteDrums']);\n  if (fromMuteDrums != null) {\n    common.setValueByPath(toObject, ['muteDrums'], fromMuteDrums);\n  }\n\n  const fromOnlyBassAndDrums = common.getValueByPath(fromObject, [\n    'onlyBassAndDrums',\n  ]);\n  if (fromOnlyBassAndDrums != null) {\n    common.setValueByPath(toObject, ['onlyBassAndDrums'], fromOnlyBassAndDrums);\n  }\n\n  const fromMusicGenerationMode = common.getValueByPath(fromObject, [\n    'musicGenerationMode',\n  ]);\n  if (fromMusicGenerationMode != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationMode'],\n      fromMusicGenerationMode,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['temperature']) !== undefined) {\n    throw new Error('temperature parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['topK']) !== undefined) {\n    throw new Error('topK parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['guidance']) !== undefined) {\n    throw new Error('guidance parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['bpm']) !== undefined) {\n    throw new Error('bpm parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['density']) !== undefined) {\n    throw new Error('density parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['brightness']) !== undefined) {\n    throw new Error('brightness parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['scale']) !== undefined) {\n    throw new Error('scale parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['muteBass']) !== undefined) {\n    throw new Error('muteBass parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['muteDrums']) !== undefined) {\n    throw new Error('muteDrums parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['onlyBassAndDrums']) !== undefined) {\n    throw new Error(\n      'onlyBassAndDrums parameter is not supported in Vertex AI.',\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationMode']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationMode parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetConfigParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetConfigParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigToMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetConfigParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetConfigParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationConfig']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientSetupToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientSetupToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['model']) !== undefined) {\n    throw new Error('model parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['weightedPrompts']) !== undefined) {\n    throw new Error('weightedPrompts parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientMessageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveMusicClientSetupToMldev(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentToMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigToMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  const fromPlaybackControl = common.getValueByPath(fromObject, [\n    'playbackControl',\n  ]);\n  if (fromPlaybackControl != null) {\n    common.setValueByPath(toObject, ['playbackControl'], fromPlaybackControl);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientMessageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['setup']) !== undefined) {\n    throw new Error('setup parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['clientContent']) !== undefined) {\n    throw new Error('clientContent parameter is not supported in Vertex AI.');\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationConfig']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['playbackControl']) !== undefined) {\n    throw new Error('playbackControl parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveServerSetupCompleteFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveServerSetupCompleteFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function videoMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function blobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function partFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function contentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function transcriptionFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Transcription,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFinished = common.getValueByPath(fromObject, ['finished']);\n  if (fromFinished != null) {\n    common.setValueByPath(toObject, ['finished'], fromFinished);\n  }\n\n  return toObject;\n}\n\nexport function transcriptionFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Transcription,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFinished = common.getValueByPath(fromObject, ['finished']);\n  if (fromFinished != null) {\n    common.setValueByPath(toObject, ['finished'], fromFinished);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModelTurn = common.getValueByPath(fromObject, ['modelTurn']);\n  if (fromModelTurn != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelTurn'],\n      contentFromMldev(apiClient, fromModelTurn),\n    );\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  const fromInterrupted = common.getValueByPath(fromObject, ['interrupted']);\n  if (fromInterrupted != null) {\n    common.setValueByPath(toObject, ['interrupted'], fromInterrupted);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromGenerationComplete = common.getValueByPath(fromObject, [\n    'generationComplete',\n  ]);\n  if (fromGenerationComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationComplete'],\n      fromGenerationComplete,\n    );\n  }\n\n  const fromInputTranscription = common.getValueByPath(fromObject, [\n    'inputTranscription',\n  ]);\n  if (fromInputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputTranscription'],\n      transcriptionFromMldev(apiClient, fromInputTranscription),\n    );\n  }\n\n  const fromOutputTranscription = common.getValueByPath(fromObject, [\n    'outputTranscription',\n  ]);\n  if (fromOutputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputTranscription'],\n      transcriptionFromMldev(apiClient, fromOutputTranscription),\n    );\n  }\n\n  const fromUrlContextMetadata = common.getValueByPath(fromObject, [\n    'urlContextMetadata',\n  ]);\n  if (fromUrlContextMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlContextMetadata'],\n      urlContextMetadataFromMldev(apiClient, fromUrlContextMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerContentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModelTurn = common.getValueByPath(fromObject, ['modelTurn']);\n  if (fromModelTurn != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelTurn'],\n      contentFromVertex(apiClient, fromModelTurn),\n    );\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  const fromInterrupted = common.getValueByPath(fromObject, ['interrupted']);\n  if (fromInterrupted != null) {\n    common.setValueByPath(toObject, ['interrupted'], fromInterrupted);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromGenerationComplete = common.getValueByPath(fromObject, [\n    'generationComplete',\n  ]);\n  if (fromGenerationComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationComplete'],\n      fromGenerationComplete,\n    );\n  }\n\n  const fromInputTranscription = common.getValueByPath(fromObject, [\n    'inputTranscription',\n  ]);\n  if (fromInputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputTranscription'],\n      transcriptionFromVertex(apiClient, fromInputTranscription),\n    );\n  }\n\n  const fromOutputTranscription = common.getValueByPath(fromObject, [\n    'outputTranscription',\n  ]);\n  if (fromOutputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputTranscription'],\n      transcriptionFromVertex(apiClient, fromOutputTranscription),\n    );\n  }\n\n  return toObject;\n}\n\nexport function functionCallFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromArgs = common.getValueByPath(fromObject, ['args']);\n  if (fromArgs != null) {\n    common.setValueByPath(toObject, ['args'], fromArgs);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  return toObject;\n}\n\nexport function functionCallFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromArgs = common.getValueByPath(fromObject, ['args']);\n  if (fromArgs != null) {\n    common.setValueByPath(toObject, ['args'], fromArgs);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCalls = common.getValueByPath(fromObject, [\n    'functionCalls',\n  ]);\n  if (fromFunctionCalls != null) {\n    let transformedList = fromFunctionCalls;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionCallFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionCalls'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCalls = common.getValueByPath(fromObject, [\n    'functionCalls',\n  ]);\n  if (fromFunctionCalls != null) {\n    let transformedList = fromFunctionCalls;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionCallFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionCalls'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallCancellationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCallCancellation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIds = common.getValueByPath(fromObject, ['ids']);\n  if (fromIds != null) {\n    common.setValueByPath(toObject, ['ids'], fromIds);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallCancellationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCallCancellation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIds = common.getValueByPath(fromObject, ['ids']);\n  if (fromIds != null) {\n    common.setValueByPath(toObject, ['ids'], fromIds);\n  }\n\n  return toObject;\n}\n\nexport function modalityTokenCountFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ModalityTokenCount,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModality = common.getValueByPath(fromObject, ['modality']);\n  if (fromModality != null) {\n    common.setValueByPath(toObject, ['modality'], fromModality);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function modalityTokenCountFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ModalityTokenCount,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModality = common.getValueByPath(fromObject, ['modality']);\n  if (fromModality != null) {\n    common.setValueByPath(toObject, ['modality'], fromModality);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function usageMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UsageMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPromptTokenCount = common.getValueByPath(fromObject, [\n    'promptTokenCount',\n  ]);\n  if (fromPromptTokenCount != null) {\n    common.setValueByPath(toObject, ['promptTokenCount'], fromPromptTokenCount);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  const fromResponseTokenCount = common.getValueByPath(fromObject, [\n    'responseTokenCount',\n  ]);\n  if (fromResponseTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseTokenCount'],\n      fromResponseTokenCount,\n    );\n  }\n\n  const fromToolUsePromptTokenCount = common.getValueByPath(fromObject, [\n    'toolUsePromptTokenCount',\n  ]);\n  if (fromToolUsePromptTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokenCount'],\n      fromToolUsePromptTokenCount,\n    );\n  }\n\n  const fromThoughtsTokenCount = common.getValueByPath(fromObject, [\n    'thoughtsTokenCount',\n  ]);\n  if (fromThoughtsTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['thoughtsTokenCount'],\n      fromThoughtsTokenCount,\n    );\n  }\n\n  const fromTotalTokenCount = common.getValueByPath(fromObject, [\n    'totalTokenCount',\n  ]);\n  if (fromTotalTokenCount != null) {\n    common.setValueByPath(toObject, ['totalTokenCount'], fromTotalTokenCount);\n  }\n\n  const fromPromptTokensDetails = common.getValueByPath(fromObject, [\n    'promptTokensDetails',\n  ]);\n  if (fromPromptTokensDetails != null) {\n    let transformedList = fromPromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['promptTokensDetails'], transformedList);\n  }\n\n  const fromCacheTokensDetails = common.getValueByPath(fromObject, [\n    'cacheTokensDetails',\n  ]);\n  if (fromCacheTokensDetails != null) {\n    let transformedList = fromCacheTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cacheTokensDetails'], transformedList);\n  }\n\n  const fromResponseTokensDetails = common.getValueByPath(fromObject, [\n    'responseTokensDetails',\n  ]);\n  if (fromResponseTokensDetails != null) {\n    let transformedList = fromResponseTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['responseTokensDetails'], transformedList);\n  }\n\n  const fromToolUsePromptTokensDetails = common.getValueByPath(fromObject, [\n    'toolUsePromptTokensDetails',\n  ]);\n  if (fromToolUsePromptTokensDetails != null) {\n    let transformedList = fromToolUsePromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokensDetails'],\n      transformedList,\n    );\n  }\n\n  return toObject;\n}\n\nexport function usageMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UsageMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPromptTokenCount = common.getValueByPath(fromObject, [\n    'promptTokenCount',\n  ]);\n  if (fromPromptTokenCount != null) {\n    common.setValueByPath(toObject, ['promptTokenCount'], fromPromptTokenCount);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  const fromResponseTokenCount = common.getValueByPath(fromObject, [\n    'candidatesTokenCount',\n  ]);\n  if (fromResponseTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseTokenCount'],\n      fromResponseTokenCount,\n    );\n  }\n\n  const fromToolUsePromptTokenCount = common.getValueByPath(fromObject, [\n    'toolUsePromptTokenCount',\n  ]);\n  if (fromToolUsePromptTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokenCount'],\n      fromToolUsePromptTokenCount,\n    );\n  }\n\n  const fromThoughtsTokenCount = common.getValueByPath(fromObject, [\n    'thoughtsTokenCount',\n  ]);\n  if (fromThoughtsTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['thoughtsTokenCount'],\n      fromThoughtsTokenCount,\n    );\n  }\n\n  const fromTotalTokenCount = common.getValueByPath(fromObject, [\n    'totalTokenCount',\n  ]);\n  if (fromTotalTokenCount != null) {\n    common.setValueByPath(toObject, ['totalTokenCount'], fromTotalTokenCount);\n  }\n\n  const fromPromptTokensDetails = common.getValueByPath(fromObject, [\n    'promptTokensDetails',\n  ]);\n  if (fromPromptTokensDetails != null) {\n    let transformedList = fromPromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['promptTokensDetails'], transformedList);\n  }\n\n  const fromCacheTokensDetails = common.getValueByPath(fromObject, [\n    'cacheTokensDetails',\n  ]);\n  if (fromCacheTokensDetails != null) {\n    let transformedList = fromCacheTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cacheTokensDetails'], transformedList);\n  }\n\n  const fromResponseTokensDetails = common.getValueByPath(fromObject, [\n    'candidatesTokensDetails',\n  ]);\n  if (fromResponseTokensDetails != null) {\n    let transformedList = fromResponseTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['responseTokensDetails'], transformedList);\n  }\n\n  const fromToolUsePromptTokensDetails = common.getValueByPath(fromObject, [\n    'toolUsePromptTokensDetails',\n  ]);\n  if (fromToolUsePromptTokensDetails != null) {\n    let transformedList = fromToolUsePromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokensDetails'],\n      transformedList,\n    );\n  }\n\n  const fromTrafficType = common.getValueByPath(fromObject, ['trafficType']);\n  if (fromTrafficType != null) {\n    common.setValueByPath(toObject, ['trafficType'], fromTrafficType);\n  }\n\n  return toObject;\n}\n\nexport function liveServerGoAwayFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerGoAway,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeLeft = common.getValueByPath(fromObject, ['timeLeft']);\n  if (fromTimeLeft != null) {\n    common.setValueByPath(toObject, ['timeLeft'], fromTimeLeft);\n  }\n\n  return toObject;\n}\n\nexport function liveServerGoAwayFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerGoAway,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeLeft = common.getValueByPath(fromObject, ['timeLeft']);\n  if (fromTimeLeft != null) {\n    common.setValueByPath(toObject, ['timeLeft'], fromTimeLeft);\n  }\n\n  return toObject;\n}\n\nexport function liveServerSessionResumptionUpdateFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerSessionResumptionUpdate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNewHandle = common.getValueByPath(fromObject, ['newHandle']);\n  if (fromNewHandle != null) {\n    common.setValueByPath(toObject, ['newHandle'], fromNewHandle);\n  }\n\n  const fromResumable = common.getValueByPath(fromObject, ['resumable']);\n  if (fromResumable != null) {\n    common.setValueByPath(toObject, ['resumable'], fromResumable);\n  }\n\n  const fromLastConsumedClientMessageIndex = common.getValueByPath(fromObject, [\n    'lastConsumedClientMessageIndex',\n  ]);\n  if (fromLastConsumedClientMessageIndex != null) {\n    common.setValueByPath(\n      toObject,\n      ['lastConsumedClientMessageIndex'],\n      fromLastConsumedClientMessageIndex,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerSessionResumptionUpdateFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerSessionResumptionUpdate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNewHandle = common.getValueByPath(fromObject, ['newHandle']);\n  if (fromNewHandle != null) {\n    common.setValueByPath(toObject, ['newHandle'], fromNewHandle);\n  }\n\n  const fromResumable = common.getValueByPath(fromObject, ['resumable']);\n  if (fromResumable != null) {\n    common.setValueByPath(toObject, ['resumable'], fromResumable);\n  }\n\n  const fromLastConsumedClientMessageIndex = common.getValueByPath(fromObject, [\n    'lastConsumedClientMessageIndex',\n  ]);\n  if (fromLastConsumedClientMessageIndex != null) {\n    common.setValueByPath(\n      toObject,\n      ['lastConsumedClientMessageIndex'],\n      fromLastConsumedClientMessageIndex,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerMessageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveServerSetupCompleteFromMldev(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveServerContentFromMldev(apiClient, fromServerContent),\n    );\n  }\n\n  const fromToolCall = common.getValueByPath(fromObject, ['toolCall']);\n  if (fromToolCall != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCall'],\n      liveServerToolCallFromMldev(apiClient, fromToolCall),\n    );\n  }\n\n  const fromToolCallCancellation = common.getValueByPath(fromObject, [\n    'toolCallCancellation',\n  ]);\n  if (fromToolCallCancellation != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCallCancellation'],\n      liveServerToolCallCancellationFromMldev(\n        apiClient,\n        fromToolCallCancellation,\n      ),\n    );\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['usageMetadata'],\n      usageMetadataFromMldev(apiClient, fromUsageMetadata),\n    );\n  }\n\n  const fromGoAway = common.getValueByPath(fromObject, ['goAway']);\n  if (fromGoAway != null) {\n    common.setValueByPath(\n      toObject,\n      ['goAway'],\n      liveServerGoAwayFromMldev(apiClient, fromGoAway),\n    );\n  }\n\n  const fromSessionResumptionUpdate = common.getValueByPath(fromObject, [\n    'sessionResumptionUpdate',\n  ]);\n  if (fromSessionResumptionUpdate != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumptionUpdate'],\n      liveServerSessionResumptionUpdateFromMldev(\n        apiClient,\n        fromSessionResumptionUpdate,\n      ),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerMessageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveServerSetupCompleteFromVertex(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveServerContentFromVertex(apiClient, fromServerContent),\n    );\n  }\n\n  const fromToolCall = common.getValueByPath(fromObject, ['toolCall']);\n  if (fromToolCall != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCall'],\n      liveServerToolCallFromVertex(apiClient, fromToolCall),\n    );\n  }\n\n  const fromToolCallCancellation = common.getValueByPath(fromObject, [\n    'toolCallCancellation',\n  ]);\n  if (fromToolCallCancellation != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCallCancellation'],\n      liveServerToolCallCancellationFromVertex(\n        apiClient,\n        fromToolCallCancellation,\n      ),\n    );\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['usageMetadata'],\n      usageMetadataFromVertex(apiClient, fromUsageMetadata),\n    );\n  }\n\n  const fromGoAway = common.getValueByPath(fromObject, ['goAway']);\n  if (fromGoAway != null) {\n    common.setValueByPath(\n      toObject,\n      ['goAway'],\n      liveServerGoAwayFromVertex(apiClient, fromGoAway),\n    );\n  }\n\n  const fromSessionResumptionUpdate = common.getValueByPath(fromObject, [\n    'sessionResumptionUpdate',\n  ]);\n  if (fromSessionResumptionUpdate != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumptionUpdate'],\n      liveServerSessionResumptionUpdateFromVertex(\n        apiClient,\n        fromSessionResumptionUpdate,\n      ),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerSetupCompleteFromMldev(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerSetupCompleteFromVertex(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function weightedPromptFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromWeight = common.getValueByPath(fromObject, ['weight']);\n  if (fromWeight != null) {\n    common.setValueByPath(toObject, ['weight'], fromWeight);\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicClientContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromGuidance = common.getValueByPath(fromObject, ['guidance']);\n  if (fromGuidance != null) {\n    common.setValueByPath(toObject, ['guidance'], fromGuidance);\n  }\n\n  const fromBpm = common.getValueByPath(fromObject, ['bpm']);\n  if (fromBpm != null) {\n    common.setValueByPath(toObject, ['bpm'], fromBpm);\n  }\n\n  const fromDensity = common.getValueByPath(fromObject, ['density']);\n  if (fromDensity != null) {\n    common.setValueByPath(toObject, ['density'], fromDensity);\n  }\n\n  const fromBrightness = common.getValueByPath(fromObject, ['brightness']);\n  if (fromBrightness != null) {\n    common.setValueByPath(toObject, ['brightness'], fromBrightness);\n  }\n\n  const fromScale = common.getValueByPath(fromObject, ['scale']);\n  if (fromScale != null) {\n    common.setValueByPath(toObject, ['scale'], fromScale);\n  }\n\n  const fromMuteBass = common.getValueByPath(fromObject, ['muteBass']);\n  if (fromMuteBass != null) {\n    common.setValueByPath(toObject, ['muteBass'], fromMuteBass);\n  }\n\n  const fromMuteDrums = common.getValueByPath(fromObject, ['muteDrums']);\n  if (fromMuteDrums != null) {\n    common.setValueByPath(toObject, ['muteDrums'], fromMuteDrums);\n  }\n\n  const fromOnlyBassAndDrums = common.getValueByPath(fromObject, [\n    'onlyBassAndDrums',\n  ]);\n  if (fromOnlyBassAndDrums != null) {\n    common.setValueByPath(toObject, ['onlyBassAndDrums'], fromOnlyBassAndDrums);\n  }\n\n  const fromMusicGenerationMode = common.getValueByPath(fromObject, [\n    'musicGenerationMode',\n  ]);\n  if (fromMusicGenerationMode != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationMode'],\n      fromMusicGenerationMode,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicSourceMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSourceMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentFromMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigFromMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSourceMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSourceMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentFromVertex(),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigFromVertex(),\n    );\n  }\n\n  return toObject;\n}\n\nexport function audioChunkFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.AudioChunk,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSourceMetadata = common.getValueByPath(fromObject, [\n    'sourceMetadata',\n  ]);\n  if (fromSourceMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['sourceMetadata'],\n      liveMusicSourceMetadataFromMldev(apiClient, fromSourceMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function audioChunkFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAudioChunks = common.getValueByPath(fromObject, ['audioChunks']);\n  if (fromAudioChunks != null) {\n    let transformedList = fromAudioChunks;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return audioChunkFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['audioChunks'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerContentFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicFilteredPromptFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicFilteredPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFilteredReason = common.getValueByPath(fromObject, [\n    'filteredReason',\n  ]);\n  if (fromFilteredReason != null) {\n    common.setValueByPath(toObject, ['filteredReason'], fromFilteredReason);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicFilteredPromptFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerMessageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveMusicServerSetupCompleteFromMldev(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveMusicServerContentFromMldev(apiClient, fromServerContent),\n    );\n  }\n\n  const fromFilteredPrompt = common.getValueByPath(fromObject, [\n    'filteredPrompt',\n  ]);\n  if (fromFilteredPrompt != null) {\n    common.setValueByPath(\n      toObject,\n      ['filteredPrompt'],\n      liveMusicFilteredPromptFromMldev(apiClient, fromFilteredPrompt),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerMessageFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as _internal_types from '../_internal_types.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function modelSelectionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ModelSelectionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['featureSelectionPreference']) !==\n    undefined\n  ) {\n    throw new Error(\n      'featureSelectionPreference parameter is not supported in Gemini API.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function safetySettingToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SafetySetting,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['method']) !== undefined) {\n    throw new Error('method parameter is not supported in Gemini API.');\n  }\n\n  const fromCategory = common.getValueByPath(fromObject, ['category']);\n  if (fromCategory != null) {\n    common.setValueByPath(toObject, ['category'], fromCategory);\n  }\n\n  const fromThreshold = common.getValueByPath(fromObject, ['threshold']);\n  if (fromThreshold != null) {\n    common.setValueByPath(toObject, ['threshold'], fromThreshold);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToMldev(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToMldev(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToMldev(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToMldev(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeaker = common.getValueByPath(fromObject, ['speaker']);\n  if (fromSpeaker != null) {\n    common.setValueByPath(toObject, ['speaker'], fromSpeaker);\n  }\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeakerVoiceConfigs = common.getValueByPath(fromObject, [\n    'speakerVoiceConfigs',\n  ]);\n  if (fromSpeakerVoiceConfigs != null) {\n    let transformedList = fromSpeakerVoiceConfigs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return speakerVoiceConfigToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['speakerVoiceConfigs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  const fromMultiSpeakerVoiceConfig = common.getValueByPath(fromObject, [\n    'multiSpeakerVoiceConfig',\n  ]);\n  if (fromMultiSpeakerVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['multiSpeakerVoiceConfig'],\n      multiSpeakerVoiceConfigToMldev(apiClient, fromMultiSpeakerVoiceConfig),\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function thinkingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ThinkingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeThoughts = common.getValueByPath(fromObject, [\n    'includeThoughts',\n  ]);\n  if (fromIncludeThoughts != null) {\n    common.setValueByPath(toObject, ['includeThoughts'], fromIncludeThoughts);\n  }\n\n  const fromThinkingBudget = common.getValueByPath(fromObject, [\n    'thinkingBudget',\n  ]);\n  if (fromThinkingBudget != null) {\n    common.setValueByPath(toObject, ['thinkingBudget'], fromThinkingBudget);\n  }\n\n  return toObject;\n}\n\nexport function generateContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (fromTopP != null) {\n    common.setValueByPath(toObject, ['topP'], fromTopP);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromCandidateCount = common.getValueByPath(fromObject, [\n    'candidateCount',\n  ]);\n  if (fromCandidateCount != null) {\n    common.setValueByPath(toObject, ['candidateCount'], fromCandidateCount);\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (fromMaxOutputTokens != null) {\n    common.setValueByPath(toObject, ['maxOutputTokens'], fromMaxOutputTokens);\n  }\n\n  const fromStopSequences = common.getValueByPath(fromObject, [\n    'stopSequences',\n  ]);\n  if (fromStopSequences != null) {\n    common.setValueByPath(toObject, ['stopSequences'], fromStopSequences);\n  }\n\n  const fromResponseLogprobs = common.getValueByPath(fromObject, [\n    'responseLogprobs',\n  ]);\n  if (fromResponseLogprobs != null) {\n    common.setValueByPath(toObject, ['responseLogprobs'], fromResponseLogprobs);\n  }\n\n  const fromLogprobs = common.getValueByPath(fromObject, ['logprobs']);\n  if (fromLogprobs != null) {\n    common.setValueByPath(toObject, ['logprobs'], fromLogprobs);\n  }\n\n  const fromPresencePenalty = common.getValueByPath(fromObject, [\n    'presencePenalty',\n  ]);\n  if (fromPresencePenalty != null) {\n    common.setValueByPath(toObject, ['presencePenalty'], fromPresencePenalty);\n  }\n\n  const fromFrequencyPenalty = common.getValueByPath(fromObject, [\n    'frequencyPenalty',\n  ]);\n  if (fromFrequencyPenalty != null) {\n    common.setValueByPath(toObject, ['frequencyPenalty'], fromFrequencyPenalty);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromResponseMimeType = common.getValueByPath(fromObject, [\n    'responseMimeType',\n  ]);\n  if (fromResponseMimeType != null) {\n    common.setValueByPath(toObject, ['responseMimeType'], fromResponseMimeType);\n  }\n\n  const fromResponseSchema = common.getValueByPath(fromObject, [\n    'responseSchema',\n  ]);\n  if (fromResponseSchema != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseSchema'],\n      t.tSchema(apiClient, fromResponseSchema),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['routingConfig']) !== undefined) {\n    throw new Error('routingConfig parameter is not supported in Gemini API.');\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['modelSelectionConfig']) !== undefined\n  ) {\n    throw new Error(\n      'modelSelectionConfig parameter is not supported in Gemini API.',\n    );\n  }\n\n  const fromSafetySettings = common.getValueByPath(fromObject, [\n    'safetySettings',\n  ]);\n  if (parentObject !== undefined && fromSafetySettings != null) {\n    let transformedList = fromSafetySettings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return safetySettingToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['safetySettings'], transformedList);\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToMldev(apiClient, fromToolConfig),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['labels']) !== undefined) {\n    throw new Error('labels parameter is not supported in Gemini API.');\n  }\n\n  const fromCachedContent = common.getValueByPath(fromObject, [\n    'cachedContent',\n  ]);\n  if (parentObject !== undefined && fromCachedContent != null) {\n    common.setValueByPath(\n      parentObject,\n      ['cachedContent'],\n      t.tCachedContentName(apiClient, fromCachedContent),\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (fromResponseModalities != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (fromMediaResolution != null) {\n    common.setValueByPath(toObject, ['mediaResolution'], fromMediaResolution);\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (fromSpeechConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['speechConfig'],\n      speechConfigToMldev(\n        apiClient,\n        t.tSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['audioTimestamp']) !== undefined) {\n    throw new Error('audioTimestamp parameter is not supported in Gemini API.');\n  }\n\n  const fromThinkingConfig = common.getValueByPath(fromObject, [\n    'thinkingConfig',\n  ]);\n  if (fromThinkingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['thinkingConfig'],\n      thinkingConfigToMldev(apiClient, fromThinkingConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationConfig'],\n      generateContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTaskType = common.getValueByPath(fromObject, ['taskType']);\n  if (parentObject !== undefined && fromTaskType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['requests[]', 'taskType'],\n      fromTaskType,\n    );\n  }\n\n  const fromTitle = common.getValueByPath(fromObject, ['title']);\n  if (parentObject !== undefined && fromTitle != null) {\n    common.setValueByPath(parentObject, ['requests[]', 'title'], fromTitle);\n  }\n\n  const fromOutputDimensionality = common.getValueByPath(fromObject, [\n    'outputDimensionality',\n  ]);\n  if (parentObject !== undefined && fromOutputDimensionality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['requests[]', 'outputDimensionality'],\n      fromOutputDimensionality,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['mimeType']) !== undefined) {\n    throw new Error('mimeType parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['autoTruncate']) !== undefined) {\n    throw new Error('autoTruncate parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function embedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    common.setValueByPath(\n      toObject,\n      ['requests[]', 'content'],\n      t.tContentsForEmbed(apiClient, fromContents),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      embedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  const fromModelForEmbedContent = common.getValueByPath(fromObject, ['model']);\n  if (fromModelForEmbedContent !== undefined) {\n    common.setValueByPath(\n      toObject,\n      ['requests[]', 'model'],\n      t.tModel(apiClient, fromModelForEmbedContent),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['outputGcsUri']) !== undefined) {\n    throw new Error('outputGcsUri parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['negativePrompt']) !== undefined) {\n    throw new Error('negativePrompt parameter is not supported in Gemini API.');\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Gemini API.');\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['addWatermark']) !== undefined) {\n    throw new Error('addWatermark parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['enhancePrompt']) !== undefined) {\n    throw new Error('enhancePrompt parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function generateImagesParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateImagesConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listModelsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  const fromQueryBase = common.getValueByPath(fromObject, ['queryBase']);\n  if (parentObject !== undefined && fromQueryBase != null) {\n    common.setValueByPath(\n      parentObject,\n      ['_url', 'models_url'],\n      t.tModelsUrl(apiClient, fromQueryBase),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listModelsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listModelsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (parentObject !== undefined && fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      parentObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateModelConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function deleteModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function countTokensConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['systemInstruction']) !== undefined) {\n    throw new Error(\n      'systemInstruction parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['tools']) !== undefined) {\n    throw new Error('tools parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['generationConfig']) !== undefined) {\n    throw new Error(\n      'generationConfig parameter is not supported in Gemini API.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function countTokensParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      countTokensConfigToMldev(apiClient, fromConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, ['imageBytes']);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['bytesBase64Encoded'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generateVideosConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNumberOfVideos = common.getValueByPath(fromObject, [\n    'numberOfVideos',\n  ]);\n  if (parentObject !== undefined && fromNumberOfVideos != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfVideos,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['outputGcsUri']) !== undefined) {\n    throw new Error('outputGcsUri parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['fps']) !== undefined) {\n    throw new Error('fps parameter is not supported in Gemini API.');\n  }\n\n  const fromDurationSeconds = common.getValueByPath(fromObject, [\n    'durationSeconds',\n  ]);\n  if (parentObject !== undefined && fromDurationSeconds != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'durationSeconds'],\n      fromDurationSeconds,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Gemini API.');\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['resolution']) !== undefined) {\n    throw new Error('resolution parameter is not supported in Gemini API.');\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['pubsubTopic']) !== undefined) {\n    throw new Error('pubsubTopic parameter is not supported in Gemini API.');\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['enhancePrompt']) !== undefined) {\n    throw new Error('enhancePrompt parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function generateVideosParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToMldev(apiClient, fromImage),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateVideosConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function modelSelectionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ModelSelectionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFeatureSelectionPreference = common.getValueByPath(fromObject, [\n    'featureSelectionPreference',\n  ]);\n  if (fromFeatureSelectionPreference != null) {\n    common.setValueByPath(\n      toObject,\n      ['featureSelectionPreference'],\n      fromFeatureSelectionPreference,\n    );\n  }\n\n  return toObject;\n}\n\nexport function safetySettingToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SafetySetting,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMethod = common.getValueByPath(fromObject, ['method']);\n  if (fromMethod != null) {\n    common.setValueByPath(toObject, ['method'], fromMethod);\n  }\n\n  const fromCategory = common.getValueByPath(fromObject, ['category']);\n  if (fromCategory != null) {\n    common.setValueByPath(toObject, ['category'], fromCategory);\n  }\n\n  const fromThreshold = common.getValueByPath(fromObject, ['threshold']);\n  if (fromThreshold != null) {\n    common.setValueByPath(toObject, ['threshold'], fromThreshold);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToVertex(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToVertex(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToVertex(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToVertex(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['speaker']) !== undefined) {\n    throw new Error('speaker parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['voiceConfig']) !== undefined) {\n    throw new Error('voiceConfig parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['speakerVoiceConfigs']) !== undefined\n  ) {\n    throw new Error(\n      'speakerVoiceConfigs parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToVertex(apiClient, fromVoiceConfig),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['multiSpeakerVoiceConfig']) !== undefined\n  ) {\n    throw new Error(\n      'multiSpeakerVoiceConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function thinkingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ThinkingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeThoughts = common.getValueByPath(fromObject, [\n    'includeThoughts',\n  ]);\n  if (fromIncludeThoughts != null) {\n    common.setValueByPath(toObject, ['includeThoughts'], fromIncludeThoughts);\n  }\n\n  const fromThinkingBudget = common.getValueByPath(fromObject, [\n    'thinkingBudget',\n  ]);\n  if (fromThinkingBudget != null) {\n    common.setValueByPath(toObject, ['thinkingBudget'], fromThinkingBudget);\n  }\n\n  return toObject;\n}\n\nexport function generateContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (fromTopP != null) {\n    common.setValueByPath(toObject, ['topP'], fromTopP);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromCandidateCount = common.getValueByPath(fromObject, [\n    'candidateCount',\n  ]);\n  if (fromCandidateCount != null) {\n    common.setValueByPath(toObject, ['candidateCount'], fromCandidateCount);\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (fromMaxOutputTokens != null) {\n    common.setValueByPath(toObject, ['maxOutputTokens'], fromMaxOutputTokens);\n  }\n\n  const fromStopSequences = common.getValueByPath(fromObject, [\n    'stopSequences',\n  ]);\n  if (fromStopSequences != null) {\n    common.setValueByPath(toObject, ['stopSequences'], fromStopSequences);\n  }\n\n  const fromResponseLogprobs = common.getValueByPath(fromObject, [\n    'responseLogprobs',\n  ]);\n  if (fromResponseLogprobs != null) {\n    common.setValueByPath(toObject, ['responseLogprobs'], fromResponseLogprobs);\n  }\n\n  const fromLogprobs = common.getValueByPath(fromObject, ['logprobs']);\n  if (fromLogprobs != null) {\n    common.setValueByPath(toObject, ['logprobs'], fromLogprobs);\n  }\n\n  const fromPresencePenalty = common.getValueByPath(fromObject, [\n    'presencePenalty',\n  ]);\n  if (fromPresencePenalty != null) {\n    common.setValueByPath(toObject, ['presencePenalty'], fromPresencePenalty);\n  }\n\n  const fromFrequencyPenalty = common.getValueByPath(fromObject, [\n    'frequencyPenalty',\n  ]);\n  if (fromFrequencyPenalty != null) {\n    common.setValueByPath(toObject, ['frequencyPenalty'], fromFrequencyPenalty);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromResponseMimeType = common.getValueByPath(fromObject, [\n    'responseMimeType',\n  ]);\n  if (fromResponseMimeType != null) {\n    common.setValueByPath(toObject, ['responseMimeType'], fromResponseMimeType);\n  }\n\n  const fromResponseSchema = common.getValueByPath(fromObject, [\n    'responseSchema',\n  ]);\n  if (fromResponseSchema != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseSchema'],\n      t.tSchema(apiClient, fromResponseSchema),\n    );\n  }\n\n  const fromRoutingConfig = common.getValueByPath(fromObject, [\n    'routingConfig',\n  ]);\n  if (fromRoutingConfig != null) {\n    common.setValueByPath(toObject, ['routingConfig'], fromRoutingConfig);\n  }\n\n  const fromModelSelectionConfig = common.getValueByPath(fromObject, [\n    'modelSelectionConfig',\n  ]);\n  if (fromModelSelectionConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelConfig'],\n      modelSelectionConfigToVertex(apiClient, fromModelSelectionConfig),\n    );\n  }\n\n  const fromSafetySettings = common.getValueByPath(fromObject, [\n    'safetySettings',\n  ]);\n  if (parentObject !== undefined && fromSafetySettings != null) {\n    let transformedList = fromSafetySettings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return safetySettingToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['safetySettings'], transformedList);\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToVertex(apiClient, fromToolConfig),\n    );\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (parentObject !== undefined && fromLabels != null) {\n    common.setValueByPath(parentObject, ['labels'], fromLabels);\n  }\n\n  const fromCachedContent = common.getValueByPath(fromObject, [\n    'cachedContent',\n  ]);\n  if (parentObject !== undefined && fromCachedContent != null) {\n    common.setValueByPath(\n      parentObject,\n      ['cachedContent'],\n      t.tCachedContentName(apiClient, fromCachedContent),\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (fromResponseModalities != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (fromMediaResolution != null) {\n    common.setValueByPath(toObject, ['mediaResolution'], fromMediaResolution);\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (fromSpeechConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['speechConfig'],\n      speechConfigToVertex(\n        apiClient,\n        t.tSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromAudioTimestamp = common.getValueByPath(fromObject, [\n    'audioTimestamp',\n  ]);\n  if (fromAudioTimestamp != null) {\n    common.setValueByPath(toObject, ['audioTimestamp'], fromAudioTimestamp);\n  }\n\n  const fromThinkingConfig = common.getValueByPath(fromObject, [\n    'thinkingConfig',\n  ]);\n  if (fromThinkingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['thinkingConfig'],\n      thinkingConfigToVertex(apiClient, fromThinkingConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationConfig'],\n      generateContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTaskType = common.getValueByPath(fromObject, ['taskType']);\n  if (parentObject !== undefined && fromTaskType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['instances[]', 'task_type'],\n      fromTaskType,\n    );\n  }\n\n  const fromTitle = common.getValueByPath(fromObject, ['title']);\n  if (parentObject !== undefined && fromTitle != null) {\n    common.setValueByPath(parentObject, ['instances[]', 'title'], fromTitle);\n  }\n\n  const fromOutputDimensionality = common.getValueByPath(fromObject, [\n    'outputDimensionality',\n  ]);\n  if (parentObject !== undefined && fromOutputDimensionality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputDimensionality'],\n      fromOutputDimensionality,\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (parentObject !== undefined && fromMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['instances[]', 'mimeType'],\n      fromMimeType,\n    );\n  }\n\n  const fromAutoTruncate = common.getValueByPath(fromObject, ['autoTruncate']);\n  if (parentObject !== undefined && fromAutoTruncate != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'autoTruncate'],\n      fromAutoTruncate,\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[]', 'content'],\n      t.tContentsForEmbed(apiClient, fromContents),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      embedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromAddWatermark = common.getValueByPath(fromObject, ['addWatermark']);\n  if (parentObject !== undefined && fromAddWatermark != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'addWatermark'],\n      fromAddWatermark,\n    );\n  }\n\n  const fromEnhancePrompt = common.getValueByPath(fromObject, [\n    'enhancePrompt',\n  ]);\n  if (parentObject !== undefined && fromEnhancePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'enhancePrompt'],\n      fromEnhancePrompt,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateImagesConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['gcsUri'], fromGcsUri);\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, ['imageBytes']);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['bytesBase64Encoded'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function maskReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MaskReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMaskMode = common.getValueByPath(fromObject, ['maskMode']);\n  if (fromMaskMode != null) {\n    common.setValueByPath(toObject, ['maskMode'], fromMaskMode);\n  }\n\n  const fromSegmentationClasses = common.getValueByPath(fromObject, [\n    'segmentationClasses',\n  ]);\n  if (fromSegmentationClasses != null) {\n    common.setValueByPath(toObject, ['maskClasses'], fromSegmentationClasses);\n  }\n\n  const fromMaskDilation = common.getValueByPath(fromObject, ['maskDilation']);\n  if (fromMaskDilation != null) {\n    common.setValueByPath(toObject, ['dilation'], fromMaskDilation);\n  }\n\n  return toObject;\n}\n\nexport function controlReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ControlReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromControlType = common.getValueByPath(fromObject, ['controlType']);\n  if (fromControlType != null) {\n    common.setValueByPath(toObject, ['controlType'], fromControlType);\n  }\n\n  const fromEnableControlImageComputation = common.getValueByPath(fromObject, [\n    'enableControlImageComputation',\n  ]);\n  if (fromEnableControlImageComputation != null) {\n    common.setValueByPath(\n      toObject,\n      ['computeControl'],\n      fromEnableControlImageComputation,\n    );\n  }\n\n  return toObject;\n}\n\nexport function styleReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.StyleReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStyleDescription = common.getValueByPath(fromObject, [\n    'styleDescription',\n  ]);\n  if (fromStyleDescription != null) {\n    common.setValueByPath(toObject, ['styleDescription'], fromStyleDescription);\n  }\n\n  return toObject;\n}\n\nexport function subjectReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SubjectReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSubjectType = common.getValueByPath(fromObject, ['subjectType']);\n  if (fromSubjectType != null) {\n    common.setValueByPath(toObject, ['subjectType'], fromSubjectType);\n  }\n\n  const fromSubjectDescription = common.getValueByPath(fromObject, [\n    'subjectDescription',\n  ]);\n  if (fromSubjectDescription != null) {\n    common.setValueByPath(\n      toObject,\n      ['subjectDescription'],\n      fromSubjectDescription,\n    );\n  }\n\n  return toObject;\n}\n\nexport function referenceImageAPIInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.ReferenceImageAPIInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromReferenceImage = common.getValueByPath(fromObject, [\n    'referenceImage',\n  ]);\n  if (fromReferenceImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['referenceImage'],\n      imageToVertex(apiClient, fromReferenceImage),\n    );\n  }\n\n  const fromReferenceId = common.getValueByPath(fromObject, ['referenceId']);\n  if (fromReferenceId != null) {\n    common.setValueByPath(toObject, ['referenceId'], fromReferenceId);\n  }\n\n  const fromReferenceType = common.getValueByPath(fromObject, [\n    'referenceType',\n  ]);\n  if (fromReferenceType != null) {\n    common.setValueByPath(toObject, ['referenceType'], fromReferenceType);\n  }\n\n  const fromMaskImageConfig = common.getValueByPath(fromObject, [\n    'maskImageConfig',\n  ]);\n  if (fromMaskImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['maskImageConfig'],\n      maskReferenceConfigToVertex(apiClient, fromMaskImageConfig),\n    );\n  }\n\n  const fromControlImageConfig = common.getValueByPath(fromObject, [\n    'controlImageConfig',\n  ]);\n  if (fromControlImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['controlImageConfig'],\n      controlReferenceConfigToVertex(apiClient, fromControlImageConfig),\n    );\n  }\n\n  const fromStyleImageConfig = common.getValueByPath(fromObject, [\n    'styleImageConfig',\n  ]);\n  if (fromStyleImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['styleImageConfig'],\n      styleReferenceConfigToVertex(apiClient, fromStyleImageConfig),\n    );\n  }\n\n  const fromSubjectImageConfig = common.getValueByPath(fromObject, [\n    'subjectImageConfig',\n  ]);\n  if (fromSubjectImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['subjectImageConfig'],\n      subjectReferenceConfigToVertex(apiClient, fromSubjectImageConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EditImageConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromEditMode = common.getValueByPath(fromObject, ['editMode']);\n  if (parentObject !== undefined && fromEditMode != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'editMode'],\n      fromEditMode,\n    );\n  }\n\n  const fromBaseSteps = common.getValueByPath(fromObject, ['baseSteps']);\n  if (parentObject !== undefined && fromBaseSteps != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'editConfig', 'baseSteps'],\n      fromBaseSteps,\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageParametersInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.EditImageParametersInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromReferenceImages = common.getValueByPath(fromObject, [\n    'referenceImages',\n  ]);\n  if (fromReferenceImages != null) {\n    let transformedList = fromReferenceImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return referenceImageAPIInternalToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'referenceImages'],\n      transformedList,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      editImageConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageAPIConfigInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.UpscaleImageAPIConfigInternal,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (parentObject !== undefined && fromMode != null) {\n    common.setValueByPath(parentObject, ['parameters', 'mode'], fromMode);\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageAPIParametersInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.UpscaleImageAPIParametersInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromUpscaleFactor = common.getValueByPath(fromObject, [\n    'upscaleFactor',\n  ]);\n  if (fromUpscaleFactor != null) {\n    common.setValueByPath(\n      toObject,\n      ['parameters', 'upscaleConfig', 'upscaleFactor'],\n      fromUpscaleFactor,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      upscaleImageAPIConfigInternalToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listModelsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  const fromQueryBase = common.getValueByPath(fromObject, ['queryBase']);\n  if (parentObject !== undefined && fromQueryBase != null) {\n    common.setValueByPath(\n      parentObject,\n      ['_url', 'models_url'],\n      t.tModelsUrl(apiClient, fromQueryBase),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listModelsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listModelsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (parentObject !== undefined && fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      parentObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateModelConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function deleteModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DeleteModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function countTokensConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  return toObject;\n}\n\nexport function countTokensParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      countTokensConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function computeTokensParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ComputeTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function generateVideosConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNumberOfVideos = common.getValueByPath(fromObject, [\n    'numberOfVideos',\n  ]);\n  if (parentObject !== undefined && fromNumberOfVideos != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfVideos,\n    );\n  }\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (parentObject !== undefined && fromFps != null) {\n    common.setValueByPath(parentObject, ['parameters', 'fps'], fromFps);\n  }\n\n  const fromDurationSeconds = common.getValueByPath(fromObject, [\n    'durationSeconds',\n  ]);\n  if (parentObject !== undefined && fromDurationSeconds != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'durationSeconds'],\n      fromDurationSeconds,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromResolution = common.getValueByPath(fromObject, ['resolution']);\n  if (parentObject !== undefined && fromResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'resolution'],\n      fromResolution,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromPubsubTopic = common.getValueByPath(fromObject, ['pubsubTopic']);\n  if (parentObject !== undefined && fromPubsubTopic != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'pubsubTopic'],\n      fromPubsubTopic,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromEnhancePrompt = common.getValueByPath(fromObject, [\n    'enhancePrompt',\n  ]);\n  if (parentObject !== undefined && fromEnhancePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'enhancePrompt'],\n      fromEnhancePrompt,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateVideosConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function citationMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CitationMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCitations = common.getValueByPath(fromObject, ['citationSources']);\n  if (fromCitations != null) {\n    common.setValueByPath(toObject, ['citations'], fromCitations);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function candidateFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Candidate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromContent = common.getValueByPath(fromObject, ['content']);\n  if (fromContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['content'],\n      contentFromMldev(apiClient, fromContent),\n    );\n  }\n\n  const fromCitationMetadata = common.getValueByPath(fromObject, [\n    'citationMetadata',\n  ]);\n  if (fromCitationMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['citationMetadata'],\n      citationMetadataFromMldev(apiClient, fromCitationMetadata),\n    );\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  const fromFinishReason = common.getValueByPath(fromObject, ['finishReason']);\n  if (fromFinishReason != null) {\n    common.setValueByPath(toObject, ['finishReason'], fromFinishReason);\n  }\n\n  const fromUrlContextMetadata = common.getValueByPath(fromObject, [\n    'urlContextMetadata',\n  ]);\n  if (fromUrlContextMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlContextMetadata'],\n      urlContextMetadataFromMldev(apiClient, fromUrlContextMetadata),\n    );\n  }\n\n  const fromAvgLogprobs = common.getValueByPath(fromObject, ['avgLogprobs']);\n  if (fromAvgLogprobs != null) {\n    common.setValueByPath(toObject, ['avgLogprobs'], fromAvgLogprobs);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromIndex = common.getValueByPath(fromObject, ['index']);\n  if (fromIndex != null) {\n    common.setValueByPath(toObject, ['index'], fromIndex);\n  }\n\n  const fromLogprobsResult = common.getValueByPath(fromObject, [\n    'logprobsResult',\n  ]);\n  if (fromLogprobsResult != null) {\n    common.setValueByPath(toObject, ['logprobsResult'], fromLogprobsResult);\n  }\n\n  const fromSafetyRatings = common.getValueByPath(fromObject, [\n    'safetyRatings',\n  ]);\n  if (fromSafetyRatings != null) {\n    common.setValueByPath(toObject, ['safetyRatings'], fromSafetyRatings);\n  }\n\n  return toObject;\n}\n\nexport function generateContentResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCandidates = common.getValueByPath(fromObject, ['candidates']);\n  if (fromCandidates != null) {\n    let transformedList = fromCandidates;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return candidateFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['candidates'], transformedList);\n  }\n\n  const fromModelVersion = common.getValueByPath(fromObject, ['modelVersion']);\n  if (fromModelVersion != null) {\n    common.setValueByPath(toObject, ['modelVersion'], fromModelVersion);\n  }\n\n  const fromPromptFeedback = common.getValueByPath(fromObject, [\n    'promptFeedback',\n  ]);\n  if (fromPromptFeedback != null) {\n    common.setValueByPath(toObject, ['promptFeedback'], fromPromptFeedback);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingStatisticsFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function contentEmbeddingFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbedding,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValues = common.getValueByPath(fromObject, ['values']);\n  if (fromValues != null) {\n    common.setValueByPath(toObject, ['values'], fromValues);\n  }\n\n  return toObject;\n}\n\nexport function embedContentMetadataFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function embedContentResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromEmbeddings = common.getValueByPath(fromObject, ['embeddings']);\n  if (fromEmbeddings != null) {\n    let transformedList = fromEmbeddings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentEmbeddingFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['embeddings'], transformedList);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['metadata'],\n      embedContentMetadataFromMldev(),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImageBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['imageBytes'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function safetyAttributesFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.SafetyAttributes,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCategories = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'categories',\n  ]);\n  if (fromCategories != null) {\n    common.setValueByPath(toObject, ['categories'], fromCategories);\n  }\n\n  const fromScores = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'scores',\n  ]);\n  if (fromScores != null) {\n    common.setValueByPath(toObject, ['scores'], fromScores);\n  }\n\n  const fromContentType = common.getValueByPath(fromObject, ['contentType']);\n  if (fromContentType != null) {\n    common.setValueByPath(toObject, ['contentType'], fromContentType);\n  }\n\n  return toObject;\n}\n\nexport function generatedImageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedImage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImage = common.getValueByPath(fromObject, ['_self']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['image'],\n      imageFromMldev(apiClient, fromImage),\n    );\n  }\n\n  const fromRaiFilteredReason = common.getValueByPath(fromObject, [\n    'raiFilteredReason',\n  ]);\n  if (fromRaiFilteredReason != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiFilteredReason'],\n      fromRaiFilteredReason,\n    );\n  }\n\n  const fromSafetyAttributes = common.getValueByPath(fromObject, ['_self']);\n  if (fromSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['safetyAttributes'],\n      safetyAttributesFromMldev(apiClient, fromSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  const fromPositivePromptSafetyAttributes = common.getValueByPath(fromObject, [\n    'positivePromptSafetyAttributes',\n  ]);\n  if (fromPositivePromptSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['positivePromptSafetyAttributes'],\n      safetyAttributesFromMldev(apiClient, fromPositivePromptSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function endpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function tunedModelInfoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelInfo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  return toObject;\n}\n\nexport function checkpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function modelFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Model,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromVersion = common.getValueByPath(fromObject, ['version']);\n  if (fromVersion != null) {\n    common.setValueByPath(toObject, ['version'], fromVersion);\n  }\n\n  const fromTunedModelInfo = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModelInfo != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelInfo'],\n      tunedModelInfoFromMldev(apiClient, fromTunedModelInfo),\n    );\n  }\n\n  const fromInputTokenLimit = common.getValueByPath(fromObject, [\n    'inputTokenLimit',\n  ]);\n  if (fromInputTokenLimit != null) {\n    common.setValueByPath(toObject, ['inputTokenLimit'], fromInputTokenLimit);\n  }\n\n  const fromOutputTokenLimit = common.getValueByPath(fromObject, [\n    'outputTokenLimit',\n  ]);\n  if (fromOutputTokenLimit != null) {\n    common.setValueByPath(toObject, ['outputTokenLimit'], fromOutputTokenLimit);\n  }\n\n  const fromSupportedActions = common.getValueByPath(fromObject, [\n    'supportedGenerationMethods',\n  ]);\n  if (fromSupportedActions != null) {\n    common.setValueByPath(toObject, ['supportedActions'], fromSupportedActions);\n  }\n\n  return toObject;\n}\n\nexport function listModelsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromModels = common.getValueByPath(fromObject, ['_self']);\n  if (fromModels != null) {\n    let transformedList = t.tExtractModels(apiClient, fromModels);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modelFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['models'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function deleteModelResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function countTokensResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTotalTokens = common.getValueByPath(fromObject, ['totalTokens']);\n  if (fromTotalTokens != null) {\n    common.setValueByPath(toObject, ['totalTokens'], fromTotalTokens);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['video', 'uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'video',\n    'encodedVideo',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['encoding']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromMldev(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, [\n    'generatedSamples',\n  ]);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, [\n    'response',\n    'generateVideoResponse',\n  ]);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromMldev(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function citationMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CitationMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCitations = common.getValueByPath(fromObject, ['citations']);\n  if (fromCitations != null) {\n    common.setValueByPath(toObject, ['citations'], fromCitations);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function candidateFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Candidate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromContent = common.getValueByPath(fromObject, ['content']);\n  if (fromContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['content'],\n      contentFromVertex(apiClient, fromContent),\n    );\n  }\n\n  const fromCitationMetadata = common.getValueByPath(fromObject, [\n    'citationMetadata',\n  ]);\n  if (fromCitationMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['citationMetadata'],\n      citationMetadataFromVertex(apiClient, fromCitationMetadata),\n    );\n  }\n\n  const fromFinishMessage = common.getValueByPath(fromObject, [\n    'finishMessage',\n  ]);\n  if (fromFinishMessage != null) {\n    common.setValueByPath(toObject, ['finishMessage'], fromFinishMessage);\n  }\n\n  const fromFinishReason = common.getValueByPath(fromObject, ['finishReason']);\n  if (fromFinishReason != null) {\n    common.setValueByPath(toObject, ['finishReason'], fromFinishReason);\n  }\n\n  const fromAvgLogprobs = common.getValueByPath(fromObject, ['avgLogprobs']);\n  if (fromAvgLogprobs != null) {\n    common.setValueByPath(toObject, ['avgLogprobs'], fromAvgLogprobs);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromIndex = common.getValueByPath(fromObject, ['index']);\n  if (fromIndex != null) {\n    common.setValueByPath(toObject, ['index'], fromIndex);\n  }\n\n  const fromLogprobsResult = common.getValueByPath(fromObject, [\n    'logprobsResult',\n  ]);\n  if (fromLogprobsResult != null) {\n    common.setValueByPath(toObject, ['logprobsResult'], fromLogprobsResult);\n  }\n\n  const fromSafetyRatings = common.getValueByPath(fromObject, [\n    'safetyRatings',\n  ]);\n  if (fromSafetyRatings != null) {\n    common.setValueByPath(toObject, ['safetyRatings'], fromSafetyRatings);\n  }\n\n  return toObject;\n}\n\nexport function generateContentResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCandidates = common.getValueByPath(fromObject, ['candidates']);\n  if (fromCandidates != null) {\n    let transformedList = fromCandidates;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return candidateFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['candidates'], transformedList);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromResponseId = common.getValueByPath(fromObject, ['responseId']);\n  if (fromResponseId != null) {\n    common.setValueByPath(toObject, ['responseId'], fromResponseId);\n  }\n\n  const fromModelVersion = common.getValueByPath(fromObject, ['modelVersion']);\n  if (fromModelVersion != null) {\n    common.setValueByPath(toObject, ['modelVersion'], fromModelVersion);\n  }\n\n  const fromPromptFeedback = common.getValueByPath(fromObject, [\n    'promptFeedback',\n  ]);\n  if (fromPromptFeedback != null) {\n    common.setValueByPath(toObject, ['promptFeedback'], fromPromptFeedback);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingStatisticsFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbeddingStatistics,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTruncated = common.getValueByPath(fromObject, ['truncated']);\n  if (fromTruncated != null) {\n    common.setValueByPath(toObject, ['truncated'], fromTruncated);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['token_count']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbedding,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValues = common.getValueByPath(fromObject, ['values']);\n  if (fromValues != null) {\n    common.setValueByPath(toObject, ['values'], fromValues);\n  }\n\n  const fromStatistics = common.getValueByPath(fromObject, ['statistics']);\n  if (fromStatistics != null) {\n    common.setValueByPath(\n      toObject,\n      ['statistics'],\n      contentEmbeddingStatisticsFromVertex(apiClient, fromStatistics),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBillableCharacterCount = common.getValueByPath(fromObject, [\n    'billableCharacterCount',\n  ]);\n  if (fromBillableCharacterCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['billableCharacterCount'],\n      fromBillableCharacterCount,\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromEmbeddings = common.getValueByPath(fromObject, [\n    'predictions[]',\n    'embeddings',\n  ]);\n  if (fromEmbeddings != null) {\n    let transformedList = fromEmbeddings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentEmbeddingFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['embeddings'], transformedList);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['metadata'],\n      embedContentMetadataFromVertex(apiClient, fromMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['gcsUri'], fromGcsUri);\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['imageBytes'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function safetyAttributesFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.SafetyAttributes,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCategories = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'categories',\n  ]);\n  if (fromCategories != null) {\n    common.setValueByPath(toObject, ['categories'], fromCategories);\n  }\n\n  const fromScores = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'scores',\n  ]);\n  if (fromScores != null) {\n    common.setValueByPath(toObject, ['scores'], fromScores);\n  }\n\n  const fromContentType = common.getValueByPath(fromObject, ['contentType']);\n  if (fromContentType != null) {\n    common.setValueByPath(toObject, ['contentType'], fromContentType);\n  }\n\n  return toObject;\n}\n\nexport function generatedImageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedImage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImage = common.getValueByPath(fromObject, ['_self']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['image'],\n      imageFromVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromRaiFilteredReason = common.getValueByPath(fromObject, [\n    'raiFilteredReason',\n  ]);\n  if (fromRaiFilteredReason != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiFilteredReason'],\n      fromRaiFilteredReason,\n    );\n  }\n\n  const fromSafetyAttributes = common.getValueByPath(fromObject, ['_self']);\n  if (fromSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['safetyAttributes'],\n      safetyAttributesFromVertex(apiClient, fromSafetyAttributes),\n    );\n  }\n\n  const fromEnhancedPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromEnhancedPrompt != null) {\n    common.setValueByPath(toObject, ['enhancedPrompt'], fromEnhancedPrompt);\n  }\n\n  return toObject;\n}\n\nexport function generateImagesResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  const fromPositivePromptSafetyAttributes = common.getValueByPath(fromObject, [\n    'positivePromptSafetyAttributes',\n  ]);\n  if (fromPositivePromptSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['positivePromptSafetyAttributes'],\n      safetyAttributesFromVertex(apiClient, fromPositivePromptSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EditImageResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpscaleImageResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function endpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Endpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDeployedModelId = common.getValueByPath(fromObject, [\n    'deployedModelId',\n  ]);\n  if (fromDeployedModelId != null) {\n    common.setValueByPath(toObject, ['deployedModelId'], fromDeployedModelId);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelInfoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelInfo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, [\n    'labels',\n    'google-vertex-llm-tuning-base-model-id',\n  ]);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  return toObject;\n}\n\nexport function checkpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Checkpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCheckpointId = common.getValueByPath(fromObject, ['checkpointId']);\n  if (fromCheckpointId != null) {\n    common.setValueByPath(toObject, ['checkpointId'], fromCheckpointId);\n  }\n\n  const fromEpoch = common.getValueByPath(fromObject, ['epoch']);\n  if (fromEpoch != null) {\n    common.setValueByPath(toObject, ['epoch'], fromEpoch);\n  }\n\n  const fromStep = common.getValueByPath(fromObject, ['step']);\n  if (fromStep != null) {\n    common.setValueByPath(toObject, ['step'], fromStep);\n  }\n\n  return toObject;\n}\n\nexport function modelFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Model,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromVersion = common.getValueByPath(fromObject, ['versionId']);\n  if (fromVersion != null) {\n    common.setValueByPath(toObject, ['version'], fromVersion);\n  }\n\n  const fromEndpoints = common.getValueByPath(fromObject, ['deployedModels']);\n  if (fromEndpoints != null) {\n    let transformedList = fromEndpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return endpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['endpoints'], transformedList);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromTunedModelInfo = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModelInfo != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelInfo'],\n      tunedModelInfoFromVertex(apiClient, fromTunedModelInfo),\n    );\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      toObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  const fromCheckpoints = common.getValueByPath(fromObject, ['checkpoints']);\n  if (fromCheckpoints != null) {\n    let transformedList = fromCheckpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return checkpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['checkpoints'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function listModelsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromModels = common.getValueByPath(fromObject, ['_self']);\n  if (fromModels != null) {\n    let transformedList = t.tExtractModels(apiClient, fromModels);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modelFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['models'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function deleteModelResponseFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function countTokensResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTotalTokens = common.getValueByPath(fromObject, ['totalTokens']);\n  if (fromTotalTokens != null) {\n    common.setValueByPath(toObject, ['totalTokens'], fromTotalTokens);\n  }\n\n  return toObject;\n}\n\nexport function computeTokensResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ComputeTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTokensInfo = common.getValueByPath(fromObject, ['tokensInfo']);\n  if (fromTokensInfo != null) {\n    common.setValueByPath(toObject, ['tokensInfo'], fromTokensInfo);\n  }\n\n  return toObject;\n}\n\nexport function videoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromVertex(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, ['videos']);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromVertex(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Client as McpClient} from '@modelcontextprotocol/sdk/client/index.js';\nimport {Tool as McpTool} from '@modelcontextprotocol/sdk/types.js';\n\nimport {GOOGLE_API_CLIENT_HEADER} from '../_api_client.js';\nimport {mcpToolsToGeminiTool} from '../_transformers.js';\nimport {\n  CallableTool,\n  CallableToolConfig,\n  FunctionCall,\n  GenerateContentParameters,\n  Part,\n  Tool,\n  ToolListUnion,\n} from '../types.js';\n\n// TODO: b/416041229 - Determine how to retrieve the MCP package version.\nexport const MCP_LABEL = 'mcp_used/unknown';\n\n// Checks whether the list of tools contains any MCP tools.\nexport function hasMcpToolUsage(tools: ToolListUnion): boolean {\n  for (const tool of tools) {\n    if (isMcpCallableTool(tool)) {\n      return true;\n    }\n    if (typeof tool === 'object' && 'inputSchema' in tool) {\n      return true;\n    }\n  }\n\n  return false;\n}\n\n// Sets the MCP version label in the Google API client header.\nexport function setMcpUsageHeader(headers: Record<string, string>) {\n  const existingHeader = headers[GOOGLE_API_CLIENT_HEADER] ?? '';\n  if (existingHeader.includes(MCP_LABEL)) {\n    return;\n  }\n  headers[GOOGLE_API_CLIENT_HEADER] = (\n    existingHeader + ` ${MCP_LABEL}`\n  ).trimStart();\n}\n\n// Checks whether the list of tools contains any MCP clients. Will return true\n// if there is at least one MCP client.\nexport function hasMcpClientTools(params: GenerateContentParameters): boolean {\n  return params.config?.tools?.some((tool) => isMcpCallableTool(tool)) ?? false;\n}\n\n// Checks whether the list of tools contains any non-MCP tools. Will return true\n// if there is at least one non-MCP tool.\nexport function hasNonMcpTools(params: GenerateContentParameters): boolean {\n  return (\n    params.config?.tools?.some((tool) => !isMcpCallableTool(tool)) ?? false\n  );\n}\n\n// Returns true if the object is a MCP CallableTool, otherwise false.\nfunction isMcpCallableTool(object: unknown): boolean {\n  // TODO: b/418266406 - Add a more robust check for the MCP CallableTool.\n  return (\n    object !== null &&\n    typeof object === 'object' &&\n    'tool' in object &&\n    'callTool' in object\n  );\n}\n\n// List all tools from the MCP client.\nasync function* listAllTools(\n  mcpClient: McpClient,\n  maxTools: number = 100,\n): AsyncGenerator<McpTool> {\n  let cursor: string | undefined = undefined;\n  let numTools = 0;\n  while (numTools < maxTools) {\n    const t = await mcpClient.listTools({cursor});\n    for (const tool of t.tools) {\n      yield tool;\n      numTools++;\n    }\n    if (!t.nextCursor) {\n      break;\n    }\n    cursor = t.nextCursor;\n  }\n}\n\n/**\n * McpCallableTool can be used for model inference and invoking MCP clients with\n * given function call arguments.\n *\n * @experimental Built-in MCP support is an experimental feature, may change in future\n * versions.\n */\nexport class McpCallableTool implements CallableTool {\n  private readonly mcpClients;\n  private mcpTools: McpTool[] = [];\n  private functionNameToMcpClient: Record<string, McpClient> = {};\n  private readonly config: CallableToolConfig;\n\n  private constructor(\n    mcpClients: McpClient[] = [],\n    config: CallableToolConfig,\n  ) {\n    this.mcpClients = mcpClients;\n    this.config = config;\n  }\n\n  /**\n   * Creates a McpCallableTool.\n   */\n  public static create(\n    mcpClients: McpClient[],\n    config: CallableToolConfig,\n  ): McpCallableTool {\n    return new McpCallableTool(mcpClients, config);\n  }\n\n  /**\n   * Validates the function names are not duplicate and initialize the function\n   * name to MCP client mapping.\n   *\n   * @throws {Error} if the MCP tools from the MCP clients have duplicate tool\n   *     names.\n   */\n  async initialize() {\n    if (this.mcpTools.length > 0) {\n      return;\n    }\n\n    const functionMap: Record<string, McpClient> = {};\n    const mcpTools: McpTool[] = [];\n    for (const mcpClient of this.mcpClients) {\n      for await (const mcpTool of listAllTools(mcpClient)) {\n        mcpTools.push(mcpTool);\n        const mcpToolName = mcpTool.name as string;\n        if (functionMap[mcpToolName]) {\n          throw new Error(\n            `Duplicate function name ${\n              mcpToolName\n            } found in MCP tools. Please ensure function names are unique.`,\n          );\n        }\n        functionMap[mcpToolName] = mcpClient;\n      }\n    }\n    this.mcpTools = mcpTools;\n    this.functionNameToMcpClient = functionMap;\n  }\n\n  public async tool(): Promise<Tool> {\n    await this.initialize();\n    return mcpToolsToGeminiTool(this.mcpTools, this.config);\n  }\n\n  public async callTool(functionCalls: FunctionCall[]): Promise<Part[]> {\n    await this.initialize();\n    const functionCallResponseParts: Part[] = [];\n    for (const functionCall of functionCalls) {\n      if (functionCall.name! in this.functionNameToMcpClient) {\n        const mcpClient = this.functionNameToMcpClient[functionCall.name!];\n        const callToolResponse = await mcpClient.callTool({\n          name: functionCall.name!,\n          arguments: functionCall.args,\n        });\n        functionCallResponseParts.push({\n          functionResponse: {\n            name: functionCall.name,\n            response: callToolResponse.isError\n              ? {error: callToolResponse}\n              : (callToolResponse as Record<string, unknown>),\n          },\n        });\n      }\n    }\n    return functionCallResponseParts;\n  }\n}\n\nfunction isMcpClient(client: unknown): client is McpClient {\n  return (\n    client !== null &&\n    typeof client === 'object' &&\n    'listTools' in client &&\n    typeof client.listTools === 'function'\n  );\n}\n\n/**\n * Creates a McpCallableTool from MCP clients and an optional config.\n *\n * The callable tool can invoke the MCP clients with given function call\n * arguments. (often for automatic function calling).\n * Use the config to modify tool parameters such as behavior.\n *\n * @experimental Built-in MCP support is an experimental feature, may change in future\n * versions.\n */\nexport function mcpToTool(\n  ...args: [...McpClient[], CallableToolConfig | McpClient]\n): CallableTool {\n  if (args.length === 0) {\n    throw new Error('No MCP clients provided');\n  }\n  const maybeConfig = args[args.length - 1];\n  if (isMcpClient(maybeConfig)) {\n    return McpCallableTool.create(args as McpClient[], {});\n  }\n  return McpCallableTool.create(\n    args.slice(0, args.length - 1) as McpClient[],\n    maybeConfig,\n  );\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Live music client.\n *\n * @experimental\n */\n\nimport {ApiClient} from './_api_client.js';\nimport {Auth} from './_auth.js';\nimport * as t from './_transformers.js';\nimport {WebSocket, WebSocketCallbacks, WebSocketFactory} from './_websocket.js';\nimport * as converters from './converters/_live_converters.js';\nimport * as types from './types.js';\n\n/**\n * Handles incoming messages from the WebSocket.\n *\n * @remarks\n * This function is responsible for parsing incoming messages, transforming them\n * into LiveMusicServerMessage, and then calling the onmessage callback.\n * Note that the first message which is received from the server is a\n * setupComplete message.\n *\n * @param apiClient The ApiClient instance.\n * @param onmessage The user-provided onmessage callback (if any).\n * @param event The MessageEvent from the WebSocket.\n */\nasync function handleWebSocketMessage(\n  apiClient: ApiClient,\n  onmessage: (msg: types.LiveMusicServerMessage) => void,\n  event: MessageEvent,\n): Promise<void> {\n  const serverMessage: types.LiveMusicServerMessage =\n    new types.LiveMusicServerMessage();\n  let data: types.LiveMusicServerMessage;\n  if (event.data instanceof Blob) {\n    data = JSON.parse(await event.data.text()) as types.LiveMusicServerMessage;\n  } else {\n    data = JSON.parse(event.data) as types.LiveMusicServerMessage;\n  }\n  const response = converters.liveMusicServerMessageFromMldev(apiClient, data);\n  Object.assign(serverMessage, response);\n  onmessage(serverMessage);\n}\n\n/**\n   LiveMusic class encapsulates the configuration for live music\n   generation via Lyria Live models.\n\n   @experimental\n  */\nexport class LiveMusic {\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly auth: Auth,\n    private readonly webSocketFactory: WebSocketFactory,\n  ) {}\n\n  /**\n     Establishes a connection to the specified model and returns a\n     LiveMusicSession object representing that connection.\n\n     @experimental\n\n     @remarks\n\n     @param params - The parameters for establishing a connection to the model.\n     @return A live session.\n\n     @example\n     ```ts\n     let model = 'models/lyria-realtime-exp';\n     const session = await ai.live.music.connect({\n       model: model,\n       callbacks: {\n         onmessage: (e: MessageEvent) => {\n           console.log('Received message from the server: %s\\n', debug(e.data));\n         },\n         onerror: (e: ErrorEvent) => {\n           console.log('Error occurred: %s\\n', debug(e.error));\n         },\n         onclose: (e: CloseEvent) => {\n           console.log('Connection closed.');\n         },\n       },\n     });\n     ```\n    */\n  async connect(\n    params: types.LiveMusicConnectParameters,\n  ): Promise<LiveMusicSession> {\n    if (this.apiClient.isVertexAI()) {\n      throw new Error('Live music is not supported for Vertex AI.');\n    }\n    console.warn(\n      'Live music generation is experimental and may change in future versions.',\n    );\n\n    const websocketBaseUrl = this.apiClient.getWebsocketBaseUrl();\n    const apiVersion = this.apiClient.getApiVersion();\n    const headers = mapToHeaders(this.apiClient.getDefaultHeaders());\n    const apiKey = this.apiClient.getApiKey();\n    const url = `${websocketBaseUrl}/ws/google.ai.generativelanguage.${\n      apiVersion\n    }.GenerativeService.BidiGenerateMusic?key=${apiKey}`;\n\n    let onopenResolve: (value: unknown) => void = () => {};\n    const onopenPromise = new Promise((resolve: (value: unknown) => void) => {\n      onopenResolve = resolve;\n    });\n\n    const callbacks: types.LiveMusicCallbacks = params.callbacks;\n\n    const onopenAwaitedCallback = function () {\n      onopenResolve({});\n    };\n\n    const apiClient = this.apiClient;\n    const websocketCallbacks: WebSocketCallbacks = {\n      onopen: onopenAwaitedCallback,\n      onmessage: (event: MessageEvent) => {\n        void handleWebSocketMessage(apiClient, callbacks.onmessage, event);\n      },\n      onerror:\n        callbacks?.onerror ??\n        function (e: ErrorEvent) {\n          void e;\n        },\n      onclose:\n        callbacks?.onclose ??\n        function (e: CloseEvent) {\n          void e;\n        },\n    };\n\n    const conn = this.webSocketFactory.create(\n      url,\n      headersToMap(headers),\n      websocketCallbacks,\n    );\n    conn.connect();\n    // Wait for the websocket to open before sending requests.\n    await onopenPromise;\n\n    const model = t.tModel(this.apiClient, params.model);\n    const setup = converters.liveMusicClientSetupToMldev(this.apiClient, {\n      model,\n    });\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      {setup},\n    );\n    conn.send(JSON.stringify(clientMessage));\n\n    return new LiveMusicSession(conn, this.apiClient);\n  }\n}\n\n/**\n   Represents a connection to the API.\n\n   @experimental\n  */\nexport class LiveMusicSession {\n  constructor(\n    readonly conn: WebSocket,\n    private readonly apiClient: ApiClient,\n  ) {}\n\n  /**\n    Sets inputs to steer music generation. Updates the session's current\n    weighted prompts.\n\n    @param params - Contains one property, `weightedPrompts`.\n\n      - `weightedPrompts` to send to the model; weights are normalized to\n        sum to 1.0.\n\n    @experimental\n   */\n  async setWeightedPrompts(\n    params: types.LiveMusicSetWeightedPromptsParameters,\n  ) {\n    if (\n      !params.weightedPrompts ||\n      Object.keys(params.weightedPrompts).length === 0\n    ) {\n      throw new Error(\n        'Weighted prompts must be set and contain at least one entry.',\n      );\n    }\n    const setWeightedPromptsParameters =\n      converters.liveMusicSetWeightedPromptsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n    const clientContent = converters.liveMusicClientContentToMldev(\n      this.apiClient,\n      setWeightedPromptsParameters,\n    );\n    this.conn.send(JSON.stringify({clientContent}));\n  }\n\n  /**\n    Sets a configuration to the model. Updates the session's current\n    music generation config.\n\n    @param params - Contains one property, `musicGenerationConfig`.\n\n      - `musicGenerationConfig` to set in the model. Passing an empty or\n    undefined config to the model will reset the config to defaults.\n\n    @experimental\n   */\n  async setMusicGenerationConfig(params: types.LiveMusicSetConfigParameters) {\n    if (!params.musicGenerationConfig) {\n      params.musicGenerationConfig = {};\n    }\n    const setConfigParameters = converters.liveMusicSetConfigParametersToMldev(\n      this.apiClient,\n      params,\n    );\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      setConfigParameters,\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  private sendPlaybackControl(playbackControl: types.LiveMusicPlaybackControl) {\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      {\n        playbackControl,\n      },\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n   * Start the music stream.\n   *\n   * @experimental\n   */\n  play() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.PLAY);\n  }\n\n  /**\n   * Temporarily halt the music stream. Use `play` to resume from the current\n   * position.\n   *\n   * @experimental\n   */\n  pause() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.PAUSE);\n  }\n\n  /**\n   * Stop the music stream and reset the state. Retains the current prompts\n   * and config.\n   *\n   * @experimental\n   */\n  stop() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.STOP);\n  }\n\n  /**\n   * Resets the context of the music generation without stopping it.\n   * Retains the current prompts and config.\n   *\n   * @experimental\n   */\n  resetContext() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.RESET_CONTEXT);\n  }\n\n  /**\n     Terminates the WebSocket connection.\n\n     @experimental\n   */\n  close() {\n    this.conn.close();\n  }\n}\n\n// Converts an headers object to a \"map\" object as expected by the WebSocket\n// constructor. We use this as the Auth interface works with Headers objects\n// while the WebSocket constructor takes a map.\nfunction headersToMap(headers: Headers): Record<string, string> {\n  const headerMap: Record<string, string> = {};\n  headers.forEach((value, key) => {\n    headerMap[key] = value;\n  });\n  return headerMap;\n}\n\n// Converts a \"map\" object to a headers object. We use this as the Auth\n// interface works with Headers objects while the API client default headers\n// returns a map.\nfunction mapToHeaders(map: Record<string, string>): Headers {\n  const headers = new Headers();\n  for (const [key, value] of Object.entries(map)) {\n    headers.append(key, value);\n  }\n  return headers;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Live client.\n *\n * @experimental\n */\n\nimport {ApiClient} from './_api_client.js';\nimport {Auth} from './_auth.js';\nimport * as t from './_transformers.js';\nimport {WebSocket, WebSocketCallbacks, WebSocketFactory} from './_websocket.js';\nimport * as converters from './converters/_live_converters.js';\nimport {\n  contentToMldev,\n  contentToVertex,\n} from './converters/_models_converters.js';\nimport {hasMcpToolUsage, setMcpUsageHeader} from './mcp/_mcp.js';\nimport {LiveMusic} from './music.js';\nimport * as types from './types.js';\n\nconst FUNCTION_RESPONSE_REQUIRES_ID =\n  'FunctionResponse request must have an `id` field from the response of a ToolCall.FunctionalCalls in Google AI.';\n\n/**\n * Handles incoming messages from the WebSocket.\n *\n * @remarks\n * This function is responsible for parsing incoming messages, transforming them\n * into LiveServerMessages, and then calling the onmessage callback. Note that\n * the first message which is received from the server is a setupComplete\n * message.\n *\n * @param apiClient The ApiClient instance.\n * @param onmessage The user-provided onmessage callback (if any).\n * @param event The MessageEvent from the WebSocket.\n */\nasync function handleWebSocketMessage(\n  apiClient: ApiClient,\n  onmessage: (msg: types.LiveServerMessage) => void,\n  event: MessageEvent,\n): Promise<void> {\n  const serverMessage: types.LiveServerMessage = new types.LiveServerMessage();\n  let data: types.LiveServerMessage;\n  if (event.data instanceof Blob) {\n    data = JSON.parse(await event.data.text()) as types.LiveServerMessage;\n  } else {\n    data = JSON.parse(event.data) as types.LiveServerMessage;\n  }\n  if (apiClient.isVertexAI()) {\n    const resp = converters.liveServerMessageFromVertex(apiClient, data);\n    Object.assign(serverMessage, resp);\n  } else {\n    const resp = converters.liveServerMessageFromMldev(apiClient, data);\n    Object.assign(serverMessage, resp);\n  }\n\n  onmessage(serverMessage);\n}\n\n/**\n   Live class encapsulates the configuration for live interaction with the\n   Generative Language API. It embeds ApiClient for general API settings.\n\n   @experimental\n  */\nexport class Live {\n  public readonly music: LiveMusic;\n\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly auth: Auth,\n    private readonly webSocketFactory: WebSocketFactory,\n  ) {\n    this.music = new LiveMusic(\n      this.apiClient,\n      this.auth,\n      this.webSocketFactory,\n    );\n  }\n\n  /**\n     Establishes a connection to the specified model with the given\n     configuration and returns a Session object representing that connection.\n\n     @experimental Built-in MCP support is an experimental feature, may change in\n     future versions.\n\n     @remarks\n\n     @param params - The parameters for establishing a connection to the model.\n     @return A live session.\n\n     @example\n     ```ts\n     let model: string;\n     if (GOOGLE_GENAI_USE_VERTEXAI) {\n       model = 'gemini-2.0-flash-live-preview-04-09';\n     } else {\n       model = 'gemini-2.0-flash-live-001';\n     }\n     const session = await ai.live.connect({\n       model: model,\n       config: {\n         responseModalities: [Modality.AUDIO],\n       },\n       callbacks: {\n         onopen: () => {\n           console.log('Connected to the socket.');\n         },\n         onmessage: (e: MessageEvent) => {\n           console.log('Received message from the server: %s\\n', debug(e.data));\n         },\n         onerror: (e: ErrorEvent) => {\n           console.log('Error occurred: %s\\n', debug(e.error));\n         },\n         onclose: (e: CloseEvent) => {\n           console.log('Connection closed.');\n         },\n       },\n     });\n     ```\n    */\n  async connect(params: types.LiveConnectParameters): Promise<Session> {\n    const websocketBaseUrl = this.apiClient.getWebsocketBaseUrl();\n    const apiVersion = this.apiClient.getApiVersion();\n    let url: string;\n    const defaultHeaders = this.apiClient.getDefaultHeaders();\n    if (\n      params.config &&\n      params.config.tools &&\n      hasMcpToolUsage(params.config.tools)\n    ) {\n      setMcpUsageHeader(defaultHeaders);\n    }\n    const headers = mapToHeaders(defaultHeaders);\n    if (this.apiClient.isVertexAI()) {\n      url = `${websocketBaseUrl}/ws/google.cloud.aiplatform.${\n        apiVersion\n      }.LlmBidiService/BidiGenerateContent`;\n      await this.auth.addAuthHeaders(headers);\n    } else {\n      const apiKey = this.apiClient.getApiKey();\n      url = `${websocketBaseUrl}/ws/google.ai.generativelanguage.${\n        apiVersion\n      }.GenerativeService.BidiGenerateContent?key=${apiKey}`;\n    }\n\n    let onopenResolve: (value: unknown) => void = () => {};\n    const onopenPromise = new Promise((resolve: (value: unknown) => void) => {\n      onopenResolve = resolve;\n    });\n\n    const callbacks: types.LiveCallbacks = params.callbacks;\n\n    const onopenAwaitedCallback = function () {\n      callbacks?.onopen?.();\n      onopenResolve({});\n    };\n\n    const apiClient = this.apiClient;\n\n    const websocketCallbacks: WebSocketCallbacks = {\n      onopen: onopenAwaitedCallback,\n      onmessage: (event: MessageEvent) => {\n        void handleWebSocketMessage(apiClient, callbacks.onmessage, event);\n      },\n      onerror:\n        callbacks?.onerror ??\n        function (e: ErrorEvent) {\n          void e;\n        },\n      onclose:\n        callbacks?.onclose ??\n        function (e: CloseEvent) {\n          void e;\n        },\n    };\n\n    const conn = this.webSocketFactory.create(\n      url,\n      headersToMap(headers),\n      websocketCallbacks,\n    );\n    conn.connect();\n    // Wait for the websocket to open before sending requests.\n    await onopenPromise;\n\n    let transformedModel = t.tModel(this.apiClient, params.model);\n    if (\n      this.apiClient.isVertexAI() &&\n      transformedModel.startsWith('publishers/')\n    ) {\n      const project = this.apiClient.getProject();\n      const location = this.apiClient.getLocation();\n      transformedModel =\n        `projects/${project}/locations/${location}/` + transformedModel;\n    }\n\n    let clientMessage: Record<string, unknown> = {};\n\n    if (\n      this.apiClient.isVertexAI() &&\n      params.config?.responseModalities === undefined\n    ) {\n      // Set default to AUDIO to align with MLDev API.\n      if (params.config === undefined) {\n        params.config = {responseModalities: [types.Modality.AUDIO]};\n      } else {\n        params.config.responseModalities = [types.Modality.AUDIO];\n      }\n    }\n    if (params.config?.generationConfig) {\n      // Raise deprecation warning for generationConfig.\n      console.warn(\n        'Setting `LiveConnectConfig.generation_config` is deprecated, please set the fields on `LiveConnectConfig` directly. This will become an error in a future version (not before Q3 2025).',\n      );\n    }\n    const inputTools = params.config?.tools ?? [];\n    const convertedTools: types.Tool[] = [];\n    for (const tool of inputTools) {\n      if (this.isCallableTool(tool)) {\n        const callableTool = tool as types.CallableTool;\n        convertedTools.push(await callableTool.tool());\n      } else {\n        convertedTools.push(tool as types.Tool);\n      }\n    }\n    if (convertedTools.length > 0) {\n      params.config!.tools = convertedTools;\n    }\n    const liveConnectParameters: types.LiveConnectParameters = {\n      model: transformedModel,\n      config: params.config,\n      callbacks: params.callbacks,\n    };\n    if (this.apiClient.isVertexAI()) {\n      clientMessage = converters.liveConnectParametersToVertex(\n        this.apiClient,\n        liveConnectParameters,\n      );\n    } else {\n      clientMessage = converters.liveConnectParametersToMldev(\n        this.apiClient,\n        liveConnectParameters,\n      );\n    }\n    delete clientMessage['config'];\n    conn.send(JSON.stringify(clientMessage));\n    return new Session(conn, this.apiClient);\n  }\n\n  // TODO: b/416041229 - Abstract this method to a common place.\n  private isCallableTool(tool: types.ToolUnion): boolean {\n    return 'callTool' in tool && typeof tool.callTool === 'function';\n  }\n}\n\nconst defaultLiveSendClientContentParamerters: types.LiveSendClientContentParameters =\n  {\n    turnComplete: true,\n  };\n\n/**\n   Represents a connection to the API.\n\n   @experimental\n  */\nexport class Session {\n  constructor(\n    readonly conn: WebSocket,\n    private readonly apiClient: ApiClient,\n  ) {}\n\n  private tLiveClientContent(\n    apiClient: ApiClient,\n    params: types.LiveSendClientContentParameters,\n  ): types.LiveClientMessage {\n    if (params.turns !== null && params.turns !== undefined) {\n      let contents: types.Content[] = [];\n      try {\n        contents = t.tContents(\n          apiClient,\n          params.turns as types.ContentListUnion,\n        );\n        if (apiClient.isVertexAI()) {\n          contents = contents.map((item) => contentToVertex(apiClient, item));\n        } else {\n          contents = contents.map((item) => contentToMldev(apiClient, item));\n        }\n      } catch {\n        throw new Error(\n          `Failed to parse client content \"turns\", type: '${typeof params.turns}'`,\n        );\n      }\n      return {\n        clientContent: {turns: contents, turnComplete: params.turnComplete},\n      };\n    }\n\n    return {\n      clientContent: {turnComplete: params.turnComplete},\n    };\n  }\n\n  private tLiveClienttToolResponse(\n    apiClient: ApiClient,\n    params: types.LiveSendToolResponseParameters,\n  ): types.LiveClientMessage {\n    let functionResponses: types.FunctionResponse[] = [];\n\n    if (params.functionResponses == null) {\n      throw new Error('functionResponses is required.');\n    }\n\n    if (!Array.isArray(params.functionResponses)) {\n      functionResponses = [params.functionResponses];\n    } else {\n      functionResponses = params.functionResponses;\n    }\n\n    if (functionResponses.length === 0) {\n      throw new Error('functionResponses is required.');\n    }\n\n    for (const functionResponse of functionResponses) {\n      if (\n        typeof functionResponse !== 'object' ||\n        functionResponse === null ||\n        !('name' in functionResponse) ||\n        !('response' in functionResponse)\n      ) {\n        throw new Error(\n          `Could not parse function response, type '${typeof functionResponse}'.`,\n        );\n      }\n      if (!apiClient.isVertexAI() && !('id' in functionResponse)) {\n        throw new Error(FUNCTION_RESPONSE_REQUIRES_ID);\n      }\n    }\n\n    const clientMessage: types.LiveClientMessage = {\n      toolResponse: {functionResponses: functionResponses},\n    };\n    return clientMessage;\n  }\n\n  /**\n    Send a message over the established connection.\n\n    @param params - Contains two **optional** properties, `turns` and\n        `turnComplete`.\n\n      - `turns` will be converted to a `Content[]`\n      - `turnComplete: true` [default] indicates that you are done sending\n        content and expect a response. If `turnComplete: false`, the server\n        will wait for additional messages before starting generation.\n\n    @experimental\n\n    @remarks\n    There are two ways to send messages to the live API:\n    `sendClientContent` and `sendRealtimeInput`.\n\n    `sendClientContent` messages are added to the model context **in order**.\n    Having a conversation using `sendClientContent` messages is roughly\n    equivalent to using the `Chat.sendMessageStream`, except that the state of\n    the `chat` history is stored on the API server instead of locally.\n\n    Because of `sendClientContent`'s order guarantee, the model cannot respons\n    as quickly to `sendClientContent` messages as to `sendRealtimeInput`\n    messages. This makes the biggest difference when sending objects that have\n    significant preprocessing time (typically images).\n\n    The `sendClientContent` message sends a `Content[]`\n    which has more options than the `Blob` sent by `sendRealtimeInput`.\n\n    So the main use-cases for `sendClientContent` over `sendRealtimeInput` are:\n\n    - Sending anything that can't be represented as a `Blob` (text,\n    `sendClientContent({turns=\"Hello?\"}`)).\n    - Managing turns when not using audio input and voice activity detection.\n      (`sendClientContent({turnComplete:true})` or the short form\n    `sendClientContent()`)\n    - Prefilling a conversation context\n      ```\n      sendClientContent({\n          turns: [\n            Content({role:user, parts:...}),\n            Content({role:user, parts:...}),\n            ...\n          ]\n      })\n      ```\n    @experimental\n   */\n  sendClientContent(params: types.LiveSendClientContentParameters) {\n    params = {\n      ...defaultLiveSendClientContentParamerters,\n      ...params,\n    };\n\n    const clientMessage: types.LiveClientMessage = this.tLiveClientContent(\n      this.apiClient,\n      params,\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n    Send a realtime message over the established connection.\n\n    @param params - Contains one property, `media`.\n\n      - `media` will be converted to a `Blob`\n\n    @experimental\n\n    @remarks\n    Use `sendRealtimeInput` for realtime audio chunks and video frames (images).\n\n    With `sendRealtimeInput` the api will respond to audio automatically\n    based on voice activity detection (VAD).\n\n    `sendRealtimeInput` is optimized for responsivness at the expense of\n    deterministic ordering guarantees. Audio and video tokens are to the\n    context when they become available.\n\n    Note: The Call signature expects a `Blob` object, but only a subset\n    of audio and image mimetypes are allowed.\n   */\n  sendRealtimeInput(params: types.LiveSendRealtimeInputParameters) {\n    let clientMessage: types.LiveClientMessage = {};\n\n    if (this.apiClient.isVertexAI()) {\n      clientMessage = {\n        'realtimeInput': converters.liveSendRealtimeInputParametersToVertex(\n          this.apiClient,\n          params,\n        ),\n      };\n    } else {\n      clientMessage = {\n        'realtimeInput': converters.liveSendRealtimeInputParametersToMldev(\n          this.apiClient,\n          params,\n        ),\n      };\n    }\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n    Send a function response message over the established connection.\n\n    @param params - Contains property `functionResponses`.\n\n      - `functionResponses` will be converted to a `functionResponses[]`\n\n    @remarks\n    Use `sendFunctionResponse` to reply to `LiveServerToolCall` from the server.\n\n    Use {@link types.LiveConnectConfig#tools} to configure the callable functions.\n\n    @experimental\n   */\n  sendToolResponse(params: types.LiveSendToolResponseParameters) {\n    if (params.functionResponses == null) {\n      throw new Error('Tool response parameters are required.');\n    }\n\n    const clientMessage: types.LiveClientMessage =\n      this.tLiveClienttToolResponse(this.apiClient, params);\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n     Terminates the WebSocket connection.\n\n     @experimental\n\n     @example\n     ```ts\n     let model: string;\n     if (GOOGLE_GENAI_USE_VERTEXAI) {\n       model = 'gemini-2.0-flash-live-preview-04-09';\n     } else {\n       model = 'gemini-2.0-flash-live-001';\n     }\n     const session = await ai.live.connect({\n       model: model,\n       config: {\n         responseModalities: [Modality.AUDIO],\n       }\n     });\n\n     session.close();\n     ```\n   */\n  close() {\n    this.conn.close();\n  }\n}\n\n// Converts an headers object to a \"map\" object as expected by the WebSocket\n// constructor. We use this as the Auth interface works with Headers objects\n// while the WebSocket constructor takes a map.\nfunction headersToMap(headers: Headers): Record<string, string> {\n  const headerMap: Record<string, string> = {};\n  headers.forEach((value, key) => {\n    headerMap[key] = value;\n  });\n  return headerMap;\n}\n\n// Converts a \"map\" object to a headers object. We use this as the Auth\n// interface works with Headers objects while the API client default headers\n// returns a map.\nfunction mapToHeaders(map: Record<string, string>): Headers {\n  const headers = new Headers();\n  for (const [key, value] of Object.entries(map)) {\n    headers.append(key, value);\n  }\n  return headers;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport * as types from './types.js';\n\nexport const DEFAULT_MAX_REMOTE_CALLS = 10;\n\n/** Returns whether automatic function calling is disabled. */\nexport function shouldDisableAfc(\n  config: types.GenerateContentConfig | undefined,\n): boolean {\n  if (config?.automaticFunctionCalling?.disable) {\n    return true;\n  }\n\n  let callableToolsPresent = false;\n  for (const tool of config?.tools ?? []) {\n    if (isCallableTool(tool)) {\n      callableToolsPresent = true;\n      break;\n    }\n  }\n  if (!callableToolsPresent) {\n    return true;\n  }\n\n  const maxCalls = config?.automaticFunctionCalling?.maximumRemoteCalls;\n  if (\n    (maxCalls && (maxCalls < 0 || !Number.isInteger(maxCalls))) ||\n    maxCalls == 0\n  ) {\n    console.warn(\n      'Invalid maximumRemoteCalls value provided for automatic function calling. Disabled automatic function calling. Please provide a valid integer value greater than 0. maximumRemoteCalls provided:',\n      maxCalls,\n    );\n    return true;\n  }\n  return false;\n}\n\nexport function isCallableTool(tool: types.ToolUnion): boolean {\n  return 'callTool' in tool && typeof tool.callTool === 'function';\n}\n\n/**\n * Returns whether to append automatic function calling history to the\n * response.\n */\nexport function shouldAppendAfcHistory(\n  config: types.GenerateContentConfig | undefined,\n): boolean {\n  return !config?.automaticFunctionCalling?.ignoreCallHistory;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {\n  DEFAULT_MAX_REMOTE_CALLS,\n  isCallableTool,\n  shouldAppendAfcHistory,\n  shouldDisableAfc,\n} from './_afc.js';\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as _internal_types from './_internal_types.js';\nimport {tContents} from './_transformers.js';\nimport * as converters from './converters/_models_converters.js';\nimport {\n  hasMcpClientTools,\n  hasMcpToolUsage,\n  hasNonMcpTools,\n  setMcpUsageHeader,\n} from './mcp/_mcp.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Models extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Makes an API request to generate content with a given model.\n   *\n   * For the `model` parameter, supported formats for Vertex AI API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The full resource name starts with 'projects/', for example:\n   *  'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash'\n   * - The partial resource name with 'publishers/', for example:\n   *  'publishers/google/models/gemini-2.0-flash' or\n   *  'publishers/meta/models/llama-3.1-405b-instruct-maas'\n   * - `/` separated publisher and model name, for example:\n   * 'google/gemini-2.0-flash' or 'meta/llama-3.1-405b-instruct-maas'\n   *\n   * For the `model` parameter, supported formats for Gemini API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The model name starts with 'models/', for example:\n   *  'models/gemini-2.0-flash'\n   * - For tuned models, the model name starts with 'tunedModels/',\n   * for example:\n   * 'tunedModels/1234567890123456789'\n   *\n   * Some models support multimodal input and output.\n   *\n   * @param params - The parameters for generating content.\n   * @return The response from generating content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents: 'why is the sky blue?',\n   *   config: {\n   *     candidateCount: 2,\n   *   }\n   * });\n   * console.log(response);\n   * ```\n   */\n  generateContent = async (\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentResponse> => {\n    const transformedParams = await this.processParamsForMcpUsage(params);\n    if (!hasMcpClientTools(params) || shouldDisableAfc(params.config)) {\n      return await this.generateContentInternal(transformedParams);\n    }\n\n    // TODO: b/418266406 - Improve the check for CallableTools and Tools.\n    if (hasNonMcpTools(params)) {\n      throw new Error(\n        'Automatic function calling with CallableTools and Tools is not yet supported.',\n      );\n    }\n\n    let response: types.GenerateContentResponse;\n    let functionResponseContent: types.Content;\n    const automaticFunctionCallingHistory: types.Content[] = tContents(\n      this.apiClient,\n      transformedParams.contents,\n    );\n    const maxRemoteCalls =\n      transformedParams.config?.automaticFunctionCalling?.maximumRemoteCalls ??\n      DEFAULT_MAX_REMOTE_CALLS;\n    let remoteCalls = 0;\n    while (remoteCalls < maxRemoteCalls) {\n      response = await this.generateContentInternal(transformedParams);\n      if (!response.functionCalls || response.functionCalls!.length === 0) {\n        break;\n      }\n\n      const responseContent: types.Content = response.candidates![0].content!;\n      const functionResponseParts: types.Part[] = [];\n      for (const tool of params.config?.tools ?? []) {\n        if (isCallableTool(tool)) {\n          const callableTool = tool as types.CallableTool;\n          const parts = await callableTool.callTool(response.functionCalls!);\n          functionResponseParts.push(...parts);\n        }\n      }\n\n      remoteCalls++;\n\n      functionResponseContent = {\n        role: 'user',\n        parts: functionResponseParts,\n      };\n\n      transformedParams.contents = tContents(\n        this.apiClient,\n        transformedParams.contents,\n      );\n      (transformedParams.contents as types.Content[]).push(responseContent);\n      (transformedParams.contents as types.Content[]).push(\n        functionResponseContent,\n      );\n\n      if (shouldAppendAfcHistory(transformedParams.config)) {\n        automaticFunctionCallingHistory.push(responseContent);\n        automaticFunctionCallingHistory.push(functionResponseContent);\n      }\n    }\n    if (shouldAppendAfcHistory(transformedParams.config)) {\n      response!.automaticFunctionCallingHistory =\n        automaticFunctionCallingHistory;\n    }\n    return response!;\n  };\n\n  /**\n   * Makes an API request to generate content with a given model and yields the\n   * response in chunks.\n   *\n   * For the `model` parameter, supported formats for Vertex AI API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The full resource name starts with 'projects/', for example:\n   *  'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash'\n   * - The partial resource name with 'publishers/', for example:\n   *  'publishers/google/models/gemini-2.0-flash' or\n   *  'publishers/meta/models/llama-3.1-405b-instruct-maas'\n   * - `/` separated publisher and model name, for example:\n   * 'google/gemini-2.0-flash' or 'meta/llama-3.1-405b-instruct-maas'\n   *\n   * For the `model` parameter, supported formats for Gemini API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The model name starts with 'models/', for example:\n   *  'models/gemini-2.0-flash'\n   * - For tuned models, the model name starts with 'tunedModels/',\n   * for example:\n   *  'tunedModels/1234567890123456789'\n   *\n   * Some models support multimodal input and output.\n   *\n   * @param params - The parameters for generating content with streaming response.\n   * @return The response from generating content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContentStream({\n   *   model: 'gemini-2.0-flash',\n   *   contents: 'why is the sky blue?',\n   *   config: {\n   *     maxOutputTokens: 200,\n   *   }\n   * });\n   * for await (const chunk of response) {\n   *   console.log(chunk);\n   * }\n   * ```\n   */\n  generateContentStream = async (\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> => {\n    if (shouldDisableAfc(params.config)) {\n      const transformedParams = await this.processParamsForMcpUsage(params);\n      return await this.generateContentStreamInternal(transformedParams);\n    } else {\n      return await this.processAfcStream(params);\n    }\n  };\n\n  /**\n   * Transforms the CallableTools in the parameters to be simply Tools, it\n   * copies the params into a new object and replaces the tools, it does not\n   * modify the original params. Also sets the MCP usage header if there are\n   * MCP tools in the parameters.\n   */\n  private async processParamsForMcpUsage(\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentParameters> {\n    const tools = params.config?.tools;\n    if (!tools) {\n      return params;\n    }\n    const transformedTools = await Promise.all(\n      tools.map(async (tool) => {\n        if (isCallableTool(tool)) {\n          const callableTool = tool as types.CallableTool;\n          return await callableTool.tool();\n        }\n        return tool;\n      }),\n    );\n    const newParams: types.GenerateContentParameters = {\n      model: params.model,\n      contents: params.contents,\n      config: {\n        ...params.config,\n        tools: transformedTools,\n      },\n    };\n    newParams.config!.tools = transformedTools;\n\n    if (\n      params.config &&\n      params.config.tools &&\n      hasMcpToolUsage(params.config.tools)\n    ) {\n      const headers = params.config.httpOptions?.headers ?? {};\n      let newHeaders = {...headers};\n      if (Object.keys(newHeaders).length === 0) {\n        newHeaders = this.apiClient.getDefaultHeaders();\n      }\n      setMcpUsageHeader(newHeaders);\n      newParams.config!.httpOptions = {\n        ...params.config.httpOptions,\n        headers: newHeaders,\n      };\n    }\n    return newParams;\n  }\n\n  private async initAfcToolsMap(\n    params: types.GenerateContentParameters,\n  ): Promise<Map<string, types.CallableTool>> {\n    const afcTools: Map<string, types.CallableTool> = new Map();\n    for (const tool of params.config?.tools ?? []) {\n      if (isCallableTool(tool)) {\n        const callableTool = tool as types.CallableTool;\n        const toolDeclaration = await callableTool.tool();\n        for (const declaration of toolDeclaration.functionDeclarations ?? []) {\n          if (!declaration.name) {\n            throw new Error('Function declaration name is required.');\n          }\n          if (afcTools.has(declaration.name)) {\n            throw new Error(\n              `Duplicate tool declaration name: ${declaration.name}`,\n            );\n          }\n          afcTools.set(declaration.name, callableTool);\n        }\n      }\n    }\n    return afcTools;\n  }\n\n  private async processAfcStream(\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    const maxRemoteCalls =\n      params.config?.automaticFunctionCalling?.maximumRemoteCalls ??\n      DEFAULT_MAX_REMOTE_CALLS;\n    let wereFunctionsCalled = false;\n    let remoteCallCount = 0;\n    const afcToolsMap = await this.initAfcToolsMap(params);\n    return (async function* (\n      models: Models,\n      afcTools: Map<string, types.CallableTool>,\n      params: types.GenerateContentParameters,\n    ) {\n      while (remoteCallCount < maxRemoteCalls) {\n        if (wereFunctionsCalled) {\n          remoteCallCount++;\n          wereFunctionsCalled = false;\n        }\n        const transformedParams = await models.processParamsForMcpUsage(params);\n        const response =\n          await models.generateContentStreamInternal(transformedParams);\n\n        const functionResponses: types.Part[] = [];\n        const responseContents: types.Content[] = [];\n\n        for await (const chunk of response) {\n          yield chunk;\n          if (chunk.candidates && chunk.candidates[0]?.content) {\n            responseContents.push(chunk.candidates[0].content);\n            for (const part of chunk.candidates[0].content.parts ?? []) {\n              if (remoteCallCount < maxRemoteCalls && part.functionCall) {\n                if (!part.functionCall.name) {\n                  throw new Error(\n                    'Function call name was not returned by the model.',\n                  );\n                }\n                if (!afcTools.has(part.functionCall.name)) {\n                  throw new Error(\n                    `Automatic function calling was requested, but not all the tools the model used implement the CallableTool interface. Available tools: ${afcTools.keys()}, mising tool: ${\n                      part.functionCall.name\n                    }`,\n                  );\n                } else {\n                  const responseParts = await afcTools\n                    .get(part.functionCall.name)!\n                    .callTool([part.functionCall]);\n                  functionResponses.push(...responseParts);\n                }\n              }\n            }\n          }\n        }\n\n        if (functionResponses.length > 0) {\n          wereFunctionsCalled = true;\n          const typedResponseChunk = new types.GenerateContentResponse();\n          typedResponseChunk.candidates = [\n            {\n              content: {\n                role: 'user',\n                parts: functionResponses,\n              },\n            },\n          ];\n\n          yield typedResponseChunk;\n\n          const newContents: types.Content[] = [];\n          newContents.push(...responseContents);\n          newContents.push({\n            role: 'user',\n            parts: functionResponses,\n          });\n          const updatedContents = tContents(\n            models.apiClient,\n            params.contents,\n          ).concat(newContents);\n\n          params.contents = updatedContents;\n        } else {\n          break;\n        }\n      }\n    })(this, afcToolsMap, params);\n  }\n\n  /**\n   * Generates an image based on a text description and configuration.\n   *\n   * @param params - The parameters for generating images.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.generateImages({\n   *  model: 'imagen-3.0-generate-002',\n   *  prompt: 'Robot holding a red skateboard',\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  generateImages = async (\n    params: types.GenerateImagesParameters,\n  ): Promise<types.GenerateImagesResponse> => {\n    return await this.generateImagesInternal(params).then((apiResponse) => {\n      let positivePromptSafetyAttributes;\n      const generatedImages = [];\n\n      if (apiResponse?.generatedImages) {\n        for (const generatedImage of apiResponse.generatedImages) {\n          if (\n            generatedImage &&\n            generatedImage?.safetyAttributes &&\n            generatedImage?.safetyAttributes?.contentType === 'Positive Prompt'\n          ) {\n            positivePromptSafetyAttributes = generatedImage?.safetyAttributes;\n          } else {\n            generatedImages.push(generatedImage);\n          }\n        }\n      }\n      let response: types.GenerateImagesResponse;\n\n      if (positivePromptSafetyAttributes) {\n        response = {\n          generatedImages: generatedImages,\n          positivePromptSafetyAttributes: positivePromptSafetyAttributes,\n        };\n      } else {\n        response = {\n          generatedImages: generatedImages,\n        };\n      }\n      return response;\n    });\n  };\n\n  list = async (\n    params?: types.ListModelsParameters,\n  ): Promise<Pager<types.Model>> => {\n    const defaultConfig: types.ListModelsConfig = {\n      queryBase: true,\n    };\n    const actualConfig: types.ListModelsConfig = {\n      ...defaultConfig,\n      ...params?.config,\n    };\n    const actualParams: types.ListModelsParameters = {\n      config: actualConfig,\n    };\n\n    if (this.apiClient.isVertexAI()) {\n      if (!actualParams.config!.queryBase) {\n        if (actualParams.config?.filter) {\n          throw new Error(\n            'Filtering tuned models list for Vertex AI is not currently supported',\n          );\n        } else {\n          actualParams.config!.filter = 'labels.tune-type:*';\n        }\n      }\n    }\n\n    return new Pager<types.Model>(\n      PagedItem.PAGED_ITEM_MODELS,\n      (x: types.ListModelsParameters) => this.listInternal(x),\n      await this.listInternal(actualParams),\n      actualParams,\n    );\n  };\n\n  /**\n   * Edits an image based on a prompt, list of reference images, and configuration.\n   *\n   * @param params - The parameters for editing an image.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.editImage({\n   *  model: 'imagen-3.0-capability-001',\n   *  prompt: 'Generate an image containing a mug with the product logo [1] visible on the side of the mug.',\n   *  referenceImages: [subjectReferenceImage]\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  editImage = async (\n    params: types.EditImageParameters,\n  ): Promise<types.EditImageResponse> => {\n    const paramsInternal: _internal_types.EditImageParametersInternal = {\n      model: params.model,\n      prompt: params.prompt,\n      referenceImages: [],\n      config: params.config,\n    };\n    if (params.referenceImages) {\n      if (params.referenceImages) {\n        paramsInternal.referenceImages = params.referenceImages.map((img) =>\n          img.toReferenceImageAPI(),\n        );\n      }\n    }\n    return await this.editImageInternal(paramsInternal);\n  };\n\n  /**\n   * Upscales an image based on an image, upscale factor, and configuration.\n   * Only supported in Vertex AI currently.\n   *\n   * @param params - The parameters for upscaling an image.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.upscaleImage({\n   *  model: 'imagen-3.0-generate-002',\n   *  image: image,\n   *  upscaleFactor: 'x2',\n   *  config: {\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  upscaleImage = async (\n    params: types.UpscaleImageParameters,\n  ): Promise<types.UpscaleImageResponse> => {\n    let apiConfig: _internal_types.UpscaleImageAPIConfigInternal = {\n      numberOfImages: 1,\n      mode: 'upscale',\n    };\n\n    if (params.config) {\n      apiConfig = {...apiConfig, ...params.config};\n    }\n\n    const apiParams: _internal_types.UpscaleImageAPIParametersInternal = {\n      model: params.model,\n      image: params.image,\n      upscaleFactor: params.upscaleFactor,\n      config: apiConfig,\n    };\n    return await this.upscaleImageInternal(apiParams);\n  };\n\n  private async generateContentInternal(\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentResponse> {\n    let response: Promise<types.GenerateContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:generateContent',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateContentResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.generateContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:generateContent',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateContentResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async generateContentStreamInternal(\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    let response: Promise<AsyncGenerator<types.HttpResponse>>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:streamGenerateContent?alt=sse',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      const apiClient = this.apiClient;\n      response = apiClient.requestStream({\n        path: path,\n        queryParams: queryParams,\n        body: JSON.stringify(body),\n        httpMethod: 'POST',\n        httpOptions: params.config?.httpOptions,\n        abortSignal: params.config?.abortSignal,\n      }) as Promise<AsyncGenerator<types.HttpResponse>>;\n\n      return response.then(async function* (\n        apiResponse: AsyncGenerator<types.HttpResponse>,\n      ) {\n        for await (const chunk of apiResponse) {\n          const resp = converters.generateContentResponseFromVertex(\n            apiClient,\n            (await chunk.json()) as types.GenerateContentResponse,\n          );\n          const typedResp = new types.GenerateContentResponse();\n          Object.assign(typedResp, resp);\n          yield typedResp;\n        }\n      });\n    } else {\n      const body = converters.generateContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:streamGenerateContent?alt=sse',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      const apiClient = this.apiClient;\n      response = apiClient.requestStream({\n        path: path,\n        queryParams: queryParams,\n        body: JSON.stringify(body),\n        httpMethod: 'POST',\n        httpOptions: params.config?.httpOptions,\n        abortSignal: params.config?.abortSignal,\n      }) as Promise<AsyncGenerator<types.HttpResponse>>;\n\n      return response.then(async function* (\n        apiResponse: AsyncGenerator<types.HttpResponse>,\n      ) {\n        for await (const chunk of apiResponse) {\n          const resp = converters.generateContentResponseFromMldev(\n            apiClient,\n            (await chunk.json()) as types.GenerateContentResponse,\n          );\n          const typedResp = new types.GenerateContentResponse();\n          Object.assign(typedResp, resp);\n          yield typedResp;\n        }\n      });\n    }\n  }\n\n  /**\n   * Calculates embeddings for the given contents. Only text is supported.\n   *\n   * @param params - The parameters for embedding contents.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.embedContent({\n   *  model: 'text-embedding-004',\n   *  contents: [\n   *    'What is your name?',\n   *    'What is your favorite color?',\n   *  ],\n   *  config: {\n   *    outputDimensionality: 64,\n   *  },\n   * });\n   * console.log(response);\n   * ```\n   */\n  async embedContent(\n    params: types.EmbedContentParameters,\n  ): Promise<types.EmbedContentResponse> {\n    let response: Promise<types.EmbedContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.embedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EmbedContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.embedContentResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EmbedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.embedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:batchEmbedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EmbedContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.embedContentResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EmbedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Generates an image based on a text description and configuration.\n   *\n   * @param params - The parameters for generating images.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateImages({\n   *  model: 'imagen-3.0-generate-002',\n   *  prompt: 'Robot holding a red skateboard',\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  private async generateImagesInternal(\n    params: types.GenerateImagesParameters,\n  ): Promise<types.GenerateImagesResponse> {\n    let response: Promise<types.GenerateImagesResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateImagesParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateImagesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateImagesResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateImagesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.generateImagesParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateImagesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateImagesResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateImagesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async editImageInternal(\n    params: _internal_types.EditImageParametersInternal,\n  ): Promise<types.EditImageResponse> {\n    let response: Promise<types.EditImageResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.editImageParametersInternalToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EditImageResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.editImageResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EditImageResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  private async upscaleImageInternal(\n    params: _internal_types.UpscaleImageAPIParametersInternal,\n  ): Promise<types.UpscaleImageResponse> {\n    let response: Promise<types.UpscaleImageResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.upscaleImageAPIParametersInternalToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.UpscaleImageResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.upscaleImageResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.UpscaleImageResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  /**\n   * Fetches information about a model by name.\n   *\n   * @example\n   * ```ts\n   * const modelInfo = await ai.models.get({model: 'gemini-2.0-flash'});\n   * ```\n   */\n  async get(params: types.GetModelParameters): Promise<types.Model> {\n    let response: Promise<types.Model>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromVertex(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    } else {\n      const body = converters.getModelParametersToMldev(this.apiClient, params);\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListModelsParameters,\n  ): Promise<types.ListModelsResponse> {\n    let response: Promise<types.ListModelsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listModelsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{models_url}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListModelsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listModelsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListModelsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listModelsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{models_url}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListModelsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listModelsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListModelsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Updates a tuned model by its name.\n   *\n   * @param params - The parameters for updating the model.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.update({\n   *   model: 'tuned-model-name',\n   *   config: {\n   *     displayName: 'New display name',\n   *     description: 'New description',\n   *   },\n   * });\n   * ```\n   */\n  async update(params: types.UpdateModelParameters): Promise<types.Model> {\n    let response: Promise<types.Model>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.updateModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromVertex(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    } else {\n      const body = converters.updateModelParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    }\n  }\n\n  /**\n   * Deletes a tuned model by its name.\n   *\n   * @param params - The parameters for deleting the model.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.delete({model: 'tuned-model-name'});\n   * ```\n   */\n  async delete(\n    params: types.DeleteModelParameters,\n  ): Promise<types.DeleteModelResponse> {\n    let response: Promise<types.DeleteModelResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.deleteModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteModelResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteModelResponseFromVertex();\n        const typedResp = new types.DeleteModelResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.deleteModelParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteModelResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteModelResponseFromMldev();\n        const typedResp = new types.DeleteModelResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Counts the number of tokens in the given contents. Multimodal input is\n   * supported for Gemini models.\n   *\n   * @param params - The parameters for counting tokens.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.countTokens({\n   *  model: 'gemini-2.0-flash',\n   *  contents: 'The quick brown fox jumps over the lazy dog.'\n   * });\n   * console.log(response);\n   * ```\n   */\n  async countTokens(\n    params: types.CountTokensParameters,\n  ): Promise<types.CountTokensResponse> {\n    let response: Promise<types.CountTokensResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.countTokensParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:countTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CountTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.countTokensResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.CountTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.countTokensParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:countTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CountTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.countTokensResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.CountTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Given a list of contents, returns a corresponding TokensInfo containing\n   * the list of tokens and list of token ids.\n   *\n   * This method is not supported by the Gemini Developer API.\n   *\n   * @param params - The parameters for computing tokens.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.computeTokens({\n   *  model: 'gemini-2.0-flash',\n   *  contents: 'What is your name?'\n   * });\n   * console.log(response);\n   * ```\n   */\n  async computeTokens(\n    params: types.ComputeTokensParameters,\n  ): Promise<types.ComputeTokensResponse> {\n    let response: Promise<types.ComputeTokensResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.computeTokensParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:computeTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ComputeTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.computeTokensResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ComputeTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  /**\n   *  Generates videos based on a text description and configuration.\n   *\n   * @param params - The parameters for generating videos.\n   * @return A Promise<GenerateVideosOperation> which allows you to track the progress and eventually retrieve the generated videos using the operations.get method.\n   *\n   * @example\n   * ```ts\n   * const operation = await ai.models.generateVideos({\n   *  model: 'veo-2.0-generate-001',\n   *  prompt: 'A neon hologram of a cat driving at top speed',\n   *  config: {\n   *    numberOfVideos: 1\n   * });\n   *\n   * while (!operation.done) {\n   *   await new Promise(resolve => setTimeout(resolve, 10000));\n   *   operation = await ai.operations.getVideosOperation({operation: operation});\n   * }\n   *\n   * console.log(operation.response?.generatedVideos?.[0]?.video?.uri);\n   * ```\n   */\n\n  async generateVideos(\n    params: types.GenerateVideosParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateVideosParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predictLongRunning',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      const body = converters.generateVideosParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predictLongRunning',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function getOperationParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'operationName'],\n      fromOperationName,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function getOperationParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'operationName'],\n      fromOperationName,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function fetchPredictOperationParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FetchPredictOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(toObject, ['operationName'], fromOperationName);\n  }\n\n  const fromResourceName = common.getValueByPath(fromObject, ['resourceName']);\n  if (fromResourceName != null) {\n    common.setValueByPath(toObject, ['_url', 'resourceName'], fromResourceName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function videoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['video', 'uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'video',\n    'encodedVideo',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['encoding']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromMldev(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, [\n    'generatedSamples',\n  ]);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, [\n    'response',\n    'generateVideoResponse',\n  ]);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromMldev(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromVertex(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, ['videos']);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromVertex(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_operations_converters.js';\nimport * as types from './types.js';\n\nexport class Operations extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Gets the status of a long-running operation.\n   *\n   * @param parameters The parameters for the get operation request.\n   * @return The updated Operation object, with the latest status or result.\n   */\n  async getVideosOperation(\n    parameters: types.OperationGetParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    const operation = parameters.operation;\n    const config = parameters.config;\n\n    if (operation.name === undefined || operation.name === '') {\n      throw new Error('Operation name is required.');\n    }\n\n    if (this.apiClient.isVertexAI()) {\n      const resourceName = operation.name.split('/operations/')[0];\n      let httpOptions: types.HttpOptions | undefined = undefined;\n\n      if (config && 'httpOptions' in config) {\n        httpOptions = config.httpOptions;\n      }\n\n      return this.fetchPredictVideosOperationInternal({\n        operationName: operation.name,\n        resourceName: resourceName,\n        config: {httpOptions: httpOptions},\n      });\n    } else {\n      return this.getVideosOperationInternal({\n        operationName: operation.name,\n        config: config,\n      });\n    }\n  }\n\n  private async getVideosOperationInternal(\n    params: types.GetOperationParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getOperationParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{operationName}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      const body = converters.getOperationParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{operationName}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    }\n  }\n\n  private async fetchPredictVideosOperationInternal(\n    params: types.FetchPredictOperationParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.fetchPredictOperationParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{resourceName}:fetchPredictOperation',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function getTuningJobParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['_url', 'name'], fromName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listTuningJobsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tuningExampleToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningExample,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTextInput = common.getValueByPath(fromObject, ['textInput']);\n  if (fromTextInput != null) {\n    common.setValueByPath(toObject, ['textInput'], fromTextInput);\n  }\n\n  const fromOutput = common.getValueByPath(fromObject, ['output']);\n  if (fromOutput != null) {\n    common.setValueByPath(toObject, ['output'], fromOutput);\n  }\n\n  return toObject;\n}\n\nexport function tuningDatasetToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  const fromExamples = common.getValueByPath(fromObject, ['examples']);\n  if (fromExamples != null) {\n    let transformedList = fromExamples;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningExampleToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['examples', 'examples'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function tuningValidationDatasetToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningValidationDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['validationDataset']) !== undefined) {\n    throw new Error(\n      'validationDataset parameter is not supported in Gemini API.',\n    );\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (parentObject !== undefined && fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['displayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['description']) !== undefined) {\n    throw new Error('description parameter is not supported in Gemini API.');\n  }\n\n  const fromEpochCount = common.getValueByPath(fromObject, ['epochCount']);\n  if (parentObject !== undefined && fromEpochCount != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'epochCount'],\n      fromEpochCount,\n    );\n  }\n\n  const fromLearningRateMultiplier = common.getValueByPath(fromObject, [\n    'learningRateMultiplier',\n  ]);\n  if (fromLearningRateMultiplier != null) {\n    common.setValueByPath(\n      toObject,\n      ['tuningTask', 'hyperparameters', 'learningRateMultiplier'],\n      fromLearningRateMultiplier,\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['exportLastCheckpointOnly']) !==\n    undefined\n  ) {\n    throw new Error(\n      'exportLastCheckpointOnly parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['adapterSize']) !== undefined) {\n    throw new Error('adapterSize parameter is not supported in Gemini API.');\n  }\n\n  const fromBatchSize = common.getValueByPath(fromObject, ['batchSize']);\n  if (parentObject !== undefined && fromBatchSize != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'batchSize'],\n      fromBatchSize,\n    );\n  }\n\n  const fromLearningRate = common.getValueByPath(fromObject, ['learningRate']);\n  if (parentObject !== undefined && fromLearningRate != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'learningRate'],\n      fromLearningRate,\n    );\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTrainingDataset = common.getValueByPath(fromObject, [\n    'trainingDataset',\n  ]);\n  if (fromTrainingDataset != null) {\n    common.setValueByPath(\n      toObject,\n      ['tuningTask', 'trainingData'],\n      tuningDatasetToMldev(apiClient, fromTrainingDataset),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createTuningJobConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getTuningJobParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['_url', 'name'], fromName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listTuningJobsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tuningExampleToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningExample,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['textInput']) !== undefined) {\n    throw new Error('textInput parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['output']) !== undefined) {\n    throw new Error('output parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function tuningDatasetToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningDataset,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (parentObject !== undefined && fromGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'trainingDatasetUri'],\n      fromGcsUri,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['examples']) !== undefined) {\n    throw new Error('examples parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function tuningValidationDatasetToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningValidationDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['validationDatasetUri'], fromGcsUri);\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValidationDataset = common.getValueByPath(fromObject, [\n    'validationDataset',\n  ]);\n  if (parentObject !== undefined && fromValidationDataset != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec'],\n      tuningValidationDatasetToVertex(apiClient, fromValidationDataset),\n    );\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (parentObject !== undefined && fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromEpochCount = common.getValueByPath(fromObject, ['epochCount']);\n  if (parentObject !== undefined && fromEpochCount != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'epochCount'],\n      fromEpochCount,\n    );\n  }\n\n  const fromLearningRateMultiplier = common.getValueByPath(fromObject, [\n    'learningRateMultiplier',\n  ]);\n  if (parentObject !== undefined && fromLearningRateMultiplier != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'learningRateMultiplier'],\n      fromLearningRateMultiplier,\n    );\n  }\n\n  const fromExportLastCheckpointOnly = common.getValueByPath(fromObject, [\n    'exportLastCheckpointOnly',\n  ]);\n  if (parentObject !== undefined && fromExportLastCheckpointOnly != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'exportLastCheckpointOnly'],\n      fromExportLastCheckpointOnly,\n    );\n  }\n\n  const fromAdapterSize = common.getValueByPath(fromObject, ['adapterSize']);\n  if (parentObject !== undefined && fromAdapterSize != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'adapterSize'],\n      fromAdapterSize,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['batchSize']) !== undefined) {\n    throw new Error('batchSize parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['learningRate']) !== undefined) {\n    throw new Error('learningRate parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTrainingDataset = common.getValueByPath(fromObject, [\n    'trainingDataset',\n  ]);\n  if (fromTrainingDataset != null) {\n    common.setValueByPath(\n      toObject,\n      ['supervisedTuningSpec', 'trainingDatasetUri'],\n      tuningDatasetToVertex(apiClient, fromTrainingDataset, toObject),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createTuningJobConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tunedModelCheckpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function tunedModelFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TunedModel,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['name']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['name']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  return toObject;\n}\n\nexport function tuningJobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningJob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(\n      toObject,\n      ['state'],\n      t.tTuningJobStatus(apiClient, fromState),\n    );\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromStartTime = common.getValueByPath(fromObject, [\n    'tuningTask',\n    'startTime',\n  ]);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, [\n    'tuningTask',\n    'completeTime',\n  ]);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTunedModel = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModel'],\n      tunedModelFromMldev(apiClient, fromTunedModel),\n    );\n  }\n\n  const fromDistillationSpec = common.getValueByPath(fromObject, [\n    'distillationSpec',\n  ]);\n  if (fromDistillationSpec != null) {\n    common.setValueByPath(toObject, ['distillationSpec'], fromDistillationSpec);\n  }\n\n  const fromExperiment = common.getValueByPath(fromObject, ['experiment']);\n  if (fromExperiment != null) {\n    common.setValueByPath(toObject, ['experiment'], fromExperiment);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromPipelineJob = common.getValueByPath(fromObject, ['pipelineJob']);\n  if (fromPipelineJob != null) {\n    common.setValueByPath(toObject, ['pipelineJob'], fromPipelineJob);\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromTuningJobs = common.getValueByPath(fromObject, ['tunedModels']);\n  if (fromTuningJobs != null) {\n    let transformedList = fromTuningJobs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningJobFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['tuningJobs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function operationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Operation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelCheckpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelCheckpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCheckpointId = common.getValueByPath(fromObject, ['checkpointId']);\n  if (fromCheckpointId != null) {\n    common.setValueByPath(toObject, ['checkpointId'], fromCheckpointId);\n  }\n\n  const fromEpoch = common.getValueByPath(fromObject, ['epoch']);\n  if (fromEpoch != null) {\n    common.setValueByPath(toObject, ['epoch'], fromEpoch);\n  }\n\n  const fromStep = common.getValueByPath(fromObject, ['step']);\n  if (fromStep != null) {\n    common.setValueByPath(toObject, ['step'], fromStep);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModel,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  const fromCheckpoints = common.getValueByPath(fromObject, ['checkpoints']);\n  if (fromCheckpoints != null) {\n    let transformedList = fromCheckpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tunedModelCheckpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['checkpoints'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function tuningJobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningJob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(\n      toObject,\n      ['state'],\n      t.tTuningJobStatus(apiClient, fromState),\n    );\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTunedModel = common.getValueByPath(fromObject, ['tunedModel']);\n  if (fromTunedModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModel'],\n      tunedModelFromVertex(apiClient, fromTunedModel),\n    );\n  }\n\n  const fromSupervisedTuningSpec = common.getValueByPath(fromObject, [\n    'supervisedTuningSpec',\n  ]);\n  if (fromSupervisedTuningSpec != null) {\n    common.setValueByPath(\n      toObject,\n      ['supervisedTuningSpec'],\n      fromSupervisedTuningSpec,\n    );\n  }\n\n  const fromTuningDataStats = common.getValueByPath(fromObject, [\n    'tuningDataStats',\n  ]);\n  if (fromTuningDataStats != null) {\n    common.setValueByPath(toObject, ['tuningDataStats'], fromTuningDataStats);\n  }\n\n  const fromEncryptionSpec = common.getValueByPath(fromObject, [\n    'encryptionSpec',\n  ]);\n  if (fromEncryptionSpec != null) {\n    common.setValueByPath(toObject, ['encryptionSpec'], fromEncryptionSpec);\n  }\n\n  const fromPartnerModelTuningSpec = common.getValueByPath(fromObject, [\n    'partnerModelTuningSpec',\n  ]);\n  if (fromPartnerModelTuningSpec != null) {\n    common.setValueByPath(\n      toObject,\n      ['partnerModelTuningSpec'],\n      fromPartnerModelTuningSpec,\n    );\n  }\n\n  const fromDistillationSpec = common.getValueByPath(fromObject, [\n    'distillationSpec',\n  ]);\n  if (fromDistillationSpec != null) {\n    common.setValueByPath(toObject, ['distillationSpec'], fromDistillationSpec);\n  }\n\n  const fromExperiment = common.getValueByPath(fromObject, ['experiment']);\n  if (fromExperiment != null) {\n    common.setValueByPath(toObject, ['experiment'], fromExperiment);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromPipelineJob = common.getValueByPath(fromObject, ['pipelineJob']);\n  if (fromPipelineJob != null) {\n    common.setValueByPath(toObject, ['pipelineJob'], fromPipelineJob);\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromTuningJobs = common.getValueByPath(fromObject, ['tuningJobs']);\n  if (fromTuningJobs != null) {\n    let transformedList = fromTuningJobs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningJobFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['tuningJobs'], transformedList);\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_tunings_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Tunings extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Gets a TuningJob.\n   *\n   * @param name - The resource name of the tuning job.\n   * @return - A TuningJob object.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  get = async (\n    params: types.GetTuningJobParameters,\n  ): Promise<types.TuningJob> => {\n    return await this.getInternal(params);\n  };\n\n  /**\n   * Lists tuning jobs.\n   *\n   * @param config - The configuration for the list request.\n   * @return - A list of tuning jobs.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  list = async (\n    params: types.ListTuningJobsParameters = {},\n  ): Promise<Pager<types.TuningJob>> => {\n    return new Pager<types.TuningJob>(\n      PagedItem.PAGED_ITEM_TUNING_JOBS,\n      (x: types.ListTuningJobsParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Creates a supervised fine-tuning job.\n   *\n   * @param params - The parameters for the tuning job.\n   * @return - A TuningJob operation.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  tune = async (\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.TuningJob> => {\n    if (this.apiClient.isVertexAI()) {\n      return await this.tuneInternal(params);\n    } else {\n      const operation = await this.tuneMldevInternal(params);\n      let tunedModelName = '';\n      if (\n        operation['metadata'] !== undefined &&\n        operation['metadata']['tunedModel'] !== undefined\n      ) {\n        tunedModelName = operation['metadata']['tunedModel'] as string;\n      } else if (\n        operation['name'] !== undefined &&\n        operation['name'].includes('/operations/')\n      ) {\n        tunedModelName = operation['name'].split('/operations/')[0];\n      }\n      const tuningJob: types.TuningJob = {\n        name: tunedModelName,\n        state: types.JobState.JOB_STATE_QUEUED,\n      };\n\n      return tuningJob;\n    }\n  };\n\n  private async getInternal(\n    params: types.GetTuningJobParameters,\n  ): Promise<types.TuningJob> {\n    let response: Promise<types.TuningJob>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getTuningJobParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.TuningJob;\n      });\n    } else {\n      const body = converters.getTuningJobParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.TuningJob;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListTuningJobsParameters,\n  ): Promise<types.ListTuningJobsResponse> {\n    let response: Promise<types.ListTuningJobsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listTuningJobsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tuningJobs',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListTuningJobsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listTuningJobsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListTuningJobsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listTuningJobsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tunedModels',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListTuningJobsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listTuningJobsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListTuningJobsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async tuneInternal(\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.TuningJob> {\n    let response: Promise<types.TuningJob>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.createTuningJobParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tuningJobs',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.TuningJob;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  private async tuneMldevInternal(\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.Operation> {\n    let response: Promise<types.Operation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.createTuningJobParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tunedModels',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Operation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.operationFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Operation;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Auth} from '../_auth.js';\n\nexport const GOOGLE_API_KEY_HEADER = 'x-goog-api-key';\n// TODO(b/395122533): We need a secure client side authentication mechanism.\nexport class WebAuth implements Auth {\n  constructor(private readonly apiKey?: string) {}\n\n  async addAuthHeaders(headers: Headers): Promise<void> {\n    if (headers.get(GOOGLE_API_KEY_HEADER) !== null || !this.apiKey) {\n      return;\n    }\n    headers.append(GOOGLE_API_KEY_HEADER, this.apiKey);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {GoogleAuthOptions} from 'google-auth-library';\n\nimport {ApiClient} from './_api_client.js';\nimport {Caches} from './caches.js';\nimport {Chats} from './chats.js';\nimport {CrossDownloader} from './cross/_cross_downloader.js';\nimport {crossError} from './cross/_cross_error.js';\nimport {CrossUploader} from './cross/_cross_uploader.js';\nimport {CrossWebSocketFactory} from './cross/_cross_websocket.js';\nimport {Files} from './files.js';\nimport {Live} from './live.js';\nimport {Models} from './models.js';\nimport {Operations} from './operations.js';\nimport {Tunings} from './tunings.js';\nimport {HttpOptions} from './types.js';\nimport {WebAuth} from './web/_web_auth.js';\n\nconst LANGUAGE_LABEL_PREFIX = 'gl-node/';\n\n/**\n * Google Gen AI SDK's configuration options.\n *\n * See {@link GoogleGenAI} for usage samples.\n */\nexport interface GoogleGenAIOptions {\n  /**\n   * Optional. Determines whether to use the Vertex AI or the Gemini API.\n   *\n   * @remarks\n   * When true, the {@link https://cloud.google.com/vertex-ai/docs/reference/rest | Vertex AI API} will used.\n   * When false, the {@link https://ai.google.dev/api | Gemini API} will be used.\n   *\n   * If unset, default SDK behavior is to use the Gemini API service.\n   */\n  vertexai?: boolean;\n  /**\n   * Optional. The Google Cloud project ID for Vertex AI clients.\n   *\n   * Find your project ID: https://cloud.google.com/resource-manager/docs/creating-managing-projects#identifying_projects\n   *\n   * @remarks\n   * Only supported on Node runtimes, ignored on browser runtimes.\n   */\n  project?: string;\n  /**\n   * Optional. The Google Cloud project {@link https://cloud.google.com/vertex-ai/generative-ai/docs/learn/locations | location} for Vertex AI clients.\n   *\n   * @remarks\n   * Only supported on Node runtimes, ignored on browser runtimes.\n   *\n   */\n  location?: string;\n  /**\n   * The API Key, required for Gemini API clients.\n   *\n   * @remarks\n   * Required on browser runtimes.\n   */\n  apiKey?: string;\n  /**\n   * Optional. The API version to use.\n   *\n   * @remarks\n   * If unset, the default API version will be used.\n   */\n  apiVersion?: string;\n  /**\n   * Optional. Authentication options defined by the by google-auth-library for Vertex AI clients.\n   *\n   * @remarks\n   * @see {@link https://github.com/googleapis/google-auth-library-nodejs/blob/v9.15.0/src/auth/googleauth.ts | GoogleAuthOptions interface in google-auth-library-nodejs}.\n   *\n   * Only supported on Node runtimes, ignored on browser runtimes.\n   *\n   */\n  googleAuthOptions?: GoogleAuthOptions;\n  /**\n   * Optional. A set of customizable configuration for HTTP requests.\n   */\n  httpOptions?: HttpOptions;\n}\n\n/**\n * The Google GenAI SDK.\n *\n * @remarks\n * Provides access to the GenAI features through either the {@link https://cloud.google.com/vertex-ai/docs/reference/rest | Gemini API}\n * or the {@link https://cloud.google.com/vertex-ai/docs/reference/rest | Vertex AI API}.\n *\n * The {@link GoogleGenAIOptions.vertexai} value determines which of the API services to use.\n *\n * When using the Gemini API, a {@link GoogleGenAIOptions.apiKey} must also be set,\n * when using Vertex AI {@link GoogleGenAIOptions.project} and {@link GoogleGenAIOptions.location} must also be set.\n *\n * @example\n * Initializing the SDK for using the Gemini API:\n * ```ts\n * import {GoogleGenAI} from '@google/genai';\n * const ai = new GoogleGenAI({apiKey: 'GEMINI_API_KEY'});\n * ```\n *\n * @example\n * Initializing the SDK for using the Vertex AI API:\n * ```ts\n * import {GoogleGenAI} from '@google/genai';\n * const ai = new GoogleGenAI({\n *   vertexai: true,\n *   project: 'PROJECT_ID',\n *   location: 'PROJECT_LOCATION'\n * });\n * ```\n *\n */\nexport class GoogleGenAI {\n  protected readonly apiClient: ApiClient;\n  private readonly apiKey?: string;\n  public readonly vertexai: boolean;\n  private readonly apiVersion?: string;\n  readonly models: Models;\n  readonly live: Live;\n  readonly chats: Chats;\n  readonly caches: Caches;\n  readonly files: Files;\n  readonly operations: Operations;\n  readonly tunings: Tunings;\n\n  constructor(options: GoogleGenAIOptions) {\n    if (options.apiKey == null) {\n      throw new Error(\n        `An API Key must be set when running in an unspecified environment.\\n + ${crossError().message}`,\n      );\n    }\n    this.vertexai = options.vertexai ?? false;\n    this.apiKey = options.apiKey;\n    this.apiVersion = options.apiVersion;\n    const auth = new WebAuth(this.apiKey);\n    this.apiClient = new ApiClient({\n      auth: auth,\n      apiVersion: this.apiVersion,\n      apiKey: this.apiKey,\n      vertexai: this.vertexai,\n      httpOptions: options.httpOptions,\n      userAgentExtra: LANGUAGE_LABEL_PREFIX + 'cross',\n      uploader: new CrossUploader(),\n      downloader: new CrossDownloader(),\n    });\n    this.models = new Models(this.apiClient);\n    this.live = new Live(this.apiClient, auth, new CrossWebSocketFactory());\n    this.chats = new Chats(this.models, this.apiClient);\n    this.caches = new Caches(this.apiClient);\n    this.files = new Files(this.apiClient);\n    this.operations = new Operations(this.apiClient);\n    this.tunings = new Tunings(this.apiClient);\n  }\n}\n"],"names":["types.Type","videoMetadataToMldev","common.getValueByPath","common.setValueByPath","blobToMldev","partToMldev","contentToMldev","functionDeclarationToMldev","intervalToMldev","googleSearchToMldev","dynamicRetrievalConfigToMldev","googleSearchRetrievalToMldev","urlContextToMldev","toolToMldev","functionCallingConfigToMldev","latLngToMldev","retrievalConfigToMldev","toolConfigToMldev","t.tContents","t.tContent","t.tCachesModel","t.tCachedContentName","videoMetadataToVertex","blobToVertex","partToVertex","contentToVertex","functionDeclarationToVertex","intervalToVertex","googleSearchToVertex","dynamicRetrievalConfigToVertex","googleSearchRetrievalToVertex","enterpriseWebSearchToVertex","apiKeyConfigToVertex","authConfigToVertex","googleMapsToVertex","toolToVertex","functionCallingConfigToVertex","latLngToVertex","retrievalConfigToVertex","toolConfigToVertex","converters.createCachedContentParametersToVertex","common.formatMap","converters.cachedContentFromVertex","converters.createCachedContentParametersToMldev","converters.cachedContentFromMldev","converters.getCachedContentParametersToVertex","converters.getCachedContentParametersToMldev","converters.deleteCachedContentParametersToVertex","converters.deleteCachedContentResponseFromVertex","types.DeleteCachedContentResponse","converters.deleteCachedContentParametersToMldev","converters.deleteCachedContentResponseFromMldev","converters.updateCachedContentParametersToVertex","converters.updateCachedContentParametersToMldev","converters.listCachedContentsParametersToVertex","converters.listCachedContentsResponseFromVertex","types.ListCachedContentsResponse","converters.listCachedContentsParametersToMldev","converters.listCachedContentsResponseFromMldev","t.tFileName","converters.fileFromMldev","converters.listFilesParametersToMldev","converters.listFilesResponseFromMldev","types.ListFilesResponse","converters.createFileParametersToMldev","converters.createFileResponseFromMldev","types.CreateFileResponse","converters.getFileParametersToMldev","converters.deleteFileParametersToMldev","converters.deleteFileResponseFromMldev","types.DeleteFileResponse","prebuiltVoiceConfigToMldev","prebuiltVoiceConfigToVertex","voiceConfigToMldev","voiceConfigToVertex","speakerVoiceConfigToMldev","multiSpeakerVoiceConfigToMldev","speechConfigToMldev","speechConfigToVertex","t.tLiveSpeechConfig","t.tTools","t.tTool","t.tModel","t.tBlobs","t.tAudioBlob","t.tImageBlob","videoMetadataFromMldev","videoMetadataFromVertex","blobFromMldev","blobFromVertex","partFromMldev","partFromVertex","contentFromMldev","contentFromVertex","urlMetadataFromMldev","urlContextMetadataFromMldev","t.tSchema","t.tSpeechConfig","t.tContentsForEmbed","t.tModelsUrl","t.tBytes","t.tExtractModels","videoFromMldev","generatedVideoFromMldev","generateVideosResponseFromMldev","generateVideosOperationFromMldev","videoFromVertex","generatedVideoFromVertex","generateVideosResponseFromVertex","generateVideosOperationFromVertex","handleWebSocketMessage","types.LiveMusicServerMessage","converters.liveMusicServerMessageFromMldev","mapToHeaders","headersToMap","converters.liveMusicClientSetupToMldev","converters.liveMusicClientMessageToMldev","converters.liveMusicSetWeightedPromptsParametersToMldev","converters.liveMusicClientContentToMldev","converters.liveMusicSetConfigParametersToMldev","types.LiveMusicPlaybackControl","types.LiveServerMessage","converters.liveServerMessageFromVertex","converters.liveServerMessageFromMldev","types.Modality","converters.liveConnectParametersToVertex","converters.liveConnectParametersToMldev","converters.liveSendRealtimeInputParametersToVertex","converters.liveSendRealtimeInputParametersToMldev","types.GenerateContentResponse","converters.generateContentParametersToVertex","converters.generateContentResponseFromVertex","converters.generateContentParametersToMldev","converters.generateContentResponseFromMldev","converters.embedContentParametersToVertex","converters.embedContentResponseFromVertex","types.EmbedContentResponse","converters.embedContentParametersToMldev","converters.embedContentResponseFromMldev","converters.generateImagesParametersToVertex","converters.generateImagesResponseFromVertex","types.GenerateImagesResponse","converters.generateImagesParametersToMldev","converters.generateImagesResponseFromMldev","converters.editImageParametersInternalToVertex","converters.editImageResponseFromVertex","types.EditImageResponse","converters.upscaleImageAPIParametersInternalToVertex","converters.upscaleImageResponseFromVertex","types.UpscaleImageResponse","converters.getModelParametersToVertex","converters.modelFromVertex","converters.getModelParametersToMldev","converters.modelFromMldev","converters.listModelsParametersToVertex","converters.listModelsResponseFromVertex","types.ListModelsResponse","converters.listModelsParametersToMldev","converters.listModelsResponseFromMldev","converters.updateModelParametersToVertex","converters.updateModelParametersToMldev","converte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\ No newline at end of file
diff --git a/dist/web/index.mjs b/dist/web/index.mjs
index 38f9d0f4d2a4294bbbe8481ea83b0b46414be512..e216ef69ed0addbae2c6e947ab35abf45fb4dabf 100644
--- a/dist/web/index.mjs
+++ b/dist/web/index.mjs
@@ -14123,7 +14123,7 @@ class WebAuth {
         this.apiKey = apiKey;
     }
     async addAuthHeaders(headers) {
-        if (headers.get(GOOGLE_API_KEY_HEADER) !== null) {
+        if (headers.get(GOOGLE_API_KEY_HEADER) !== null || !this.apiKey) {
             return;
         }
         headers.append(GOOGLE_API_KEY_HEADER, this.apiKey);
@@ -14175,15 +14175,10 @@ const LANGUAGE_LABEL_PREFIX = 'gl-node/';
 class GoogleGenAI {
     constructor(options) {
         var _a;
-        if (options.apiKey == null) {
-            throw new Error('An API Key must be set when running in a browser');
-        }
-        // Web client only supports API key mode for Vertex AI.
-        if (options.project || options.location) {
-            throw new Error('Vertex AI project based authentication is not supported on browser runtimes. Please do not provide a project or location.');
-        }
         this.vertexai = (_a = options.vertexai) !== null && _a !== void 0 ? _a : false;
         this.apiKey = options.apiKey;
+        this.project = options.project;
+        this.location = options.location;
         const baseUrl = getBaseUrl(options, 
         /*vertexBaseUrlFromEnv*/ undefined, 
         /*geminiBaseUrlFromEnv*/ undefined);
@@ -14202,6 +14197,8 @@ class GoogleGenAI {
             apiVersion: this.apiVersion,
             apiKey: this.apiKey,
             vertexai: this.vertexai,
+            project: this.project,
+            location: this.location,
             httpOptions: options.httpOptions,
             userAgentExtra: LANGUAGE_LABEL_PREFIX + 'web',
             uploader: new BrowserUploader(),
diff --git a/dist/web/index.mjs.map b/dist/web/index.mjs.map
index 369f1946111c779bce6462c6a71bef6451fbda77..e7733fe88027016683ee4fb08124407cf6833027 100644
--- a/dist/web/index.mjs.map
+++ b/dist/web/index.mjs.map
@@ -1 +1 @@
-{"version":3,"file":"index.mjs","sources":["../../src/_base_url.ts","../../src/_common.ts","../../src/types.ts","../../src/_transformers.ts","../../src/converters/_caches_converters.ts","../../src/pagers.ts","../../src/caches.ts","../../src/chats.ts","../../src/converters/_files_converters.ts","../../src/files.ts","../../src/converters/_live_converters.ts","../../src/converters/_models_converters.ts","../../src/_api_client.ts","../../src/mcp/_mcp.ts","../../src/music.ts","../../src/live.ts","../../src/_afc.ts","../../src/models.ts","../../src/converters/_operations_converters.ts","../../src/operations.ts","../../src/converters/_tunings_converters.ts","../../src/tunings.ts","../../src/web/_browser_downloader.ts","../../src/cross/_cross_uploader.ts","../../src/web/_browser_uploader.ts","../../src/web/_browser_websocket.ts","../../src/web/_web_auth.ts","../../src/web/web_client.ts"],"sourcesContent":["/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {GoogleGenAIOptions} from './client.js';\n\nlet _defaultBaseGeminiUrl: string | undefined = undefined;\nlet _defaultBaseVertexUrl: string | undefined = undefined;\n\n/**\n * Parameters for setting the base URLs for the Gemini API and Vertex AI API.\n */\nexport interface BaseUrlParameters {\n  geminiUrl?: string;\n  vertexUrl?: string;\n}\n\n/**\n * Overrides the base URLs for the Gemini API and Vertex AI API.\n *\n * @remarks This function should be called before initializing the SDK. If the\n * base URLs are set after initializing the SDK, the base URLs will not be\n * updated. Base URLs provided in the HttpOptions will also take precedence over\n * URLs set here.\n *\n * @example\n * ```ts\n * import {GoogleGenAI, setDefaultBaseUrls} from '@google/genai';\n * // Override the base URL for the Gemini API.\n * setDefaultBaseUrls({geminiUrl:'https://gemini.google.com'});\n *\n * // Override the base URL for the Vertex AI API.\n * setDefaultBaseUrls({vertexUrl: 'https://vertexai.googleapis.com'});\n *\n * const ai = new GoogleGenAI({apiKey: 'GEMINI_API_KEY'});\n * ```\n */\nexport function setDefaultBaseUrls(baseUrlParams: BaseUrlParameters) {\n  _defaultBaseGeminiUrl = baseUrlParams.geminiUrl;\n  _defaultBaseVertexUrl = baseUrlParams.vertexUrl;\n}\n\n/**\n * Returns the default base URLs for the Gemini API and Vertex AI API.\n */\nexport function getDefaultBaseUrls(): BaseUrlParameters {\n  return {\n    geminiUrl: _defaultBaseGeminiUrl,\n    vertexUrl: _defaultBaseVertexUrl,\n  };\n}\n\n/**\n * Returns the default base URL based on the following priority:\n *   1. Base URLs set via HttpOptions.\n *   2. Base URLs set via the latest call to setDefaultBaseUrls.\n *   3. Base URLs set via environment variables.\n */\nexport function getBaseUrl(\n  options: GoogleGenAIOptions,\n  vertexBaseUrlFromEnv: string | undefined,\n  geminiBaseUrlFromEnv: string | undefined,\n): string | undefined {\n  if (!options.httpOptions?.baseUrl) {\n    const defaultBaseUrls = getDefaultBaseUrls();\n    if (options.vertexai) {\n      return defaultBaseUrls.vertexUrl ?? vertexBaseUrlFromEnv;\n    } else {\n      return defaultBaseUrls.geminiUrl ?? geminiBaseUrlFromEnv;\n    }\n  }\n\n  return options.httpOptions.baseUrl;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nexport class BaseModule {}\n\nexport function formatMap(\n  templateString: string,\n  valueMap: Record<string, unknown>,\n): string {\n  // Use a regular expression to find all placeholders in the template string\n  const regex = /\\{([^}]+)\\}/g;\n\n  // Replace each placeholder with its corresponding value from the valueMap\n  return templateString.replace(regex, (match, key) => {\n    if (Object.prototype.hasOwnProperty.call(valueMap, key)) {\n      const value = valueMap[key];\n      // Convert the value to a string if it's not a string already\n      return value !== undefined && value !== null ? String(value) : '';\n    } else {\n      // Handle missing keys\n      throw new Error(`Key '${key}' not found in valueMap.`);\n    }\n  });\n}\n\nexport function setValueByPath(\n  data: Record<string, unknown>,\n  keys: string[],\n  value: unknown,\n): void {\n  for (let i = 0; i < keys.length - 1; i++) {\n    const key = keys[i];\n\n    if (key.endsWith('[]')) {\n      const keyName = key.slice(0, -2);\n      if (!(keyName in data)) {\n        if (Array.isArray(value)) {\n          data[keyName] = Array.from({length: value.length}, () => ({}));\n        } else {\n          throw new Error(`Value must be a list given an array path ${key}`);\n        }\n      }\n\n      if (Array.isArray(data[keyName])) {\n        const arrayData = data[keyName] as Array<unknown>;\n\n        if (Array.isArray(value)) {\n          for (let j = 0; j < arrayData.length; j++) {\n            const entry = arrayData[j] as Record<string, unknown>;\n            setValueByPath(entry, keys.slice(i + 1), value[j]);\n          }\n        } else {\n          for (const d of arrayData) {\n            setValueByPath(\n              d as Record<string, unknown>,\n              keys.slice(i + 1),\n              value,\n            );\n          }\n        }\n      }\n      return;\n    } else if (key.endsWith('[0]')) {\n      const keyName = key.slice(0, -3);\n      if (!(keyName in data)) {\n        data[keyName] = [{}];\n      }\n      const arrayData = (data as Record<string, unknown>)[keyName];\n      setValueByPath(\n        (arrayData as Array<Record<string, unknown>>)[0],\n        keys.slice(i + 1),\n        value,\n      );\n      return;\n    }\n\n    if (!data[key] || typeof data[key] !== 'object') {\n      data[key] = {};\n    }\n\n    data = data[key] as Record<string, unknown>;\n  }\n\n  const keyToSet = keys[keys.length - 1];\n  const existingData = data[keyToSet];\n\n  if (existingData !== undefined) {\n    if (\n      !value ||\n      (typeof value === 'object' && Object.keys(value).length === 0)\n    ) {\n      return;\n    }\n\n    if (value === existingData) {\n      return;\n    }\n\n    if (\n      typeof existingData === 'object' &&\n      typeof value === 'object' &&\n      existingData !== null &&\n      value !== null\n    ) {\n      Object.assign(existingData, value);\n    } else {\n      throw new Error(`Cannot set value for an existing key. Key: ${keyToSet}`);\n    }\n  } else {\n    data[keyToSet] = value;\n  }\n}\n\nexport function getValueByPath(data: unknown, keys: string[]): unknown {\n  try {\n    if (keys.length === 1 && keys[0] === '_self') {\n      return data;\n    }\n\n    for (let i = 0; i < keys.length; i++) {\n      if (typeof data !== 'object' || data === null) {\n        return undefined;\n      }\n\n      const key = keys[i];\n      if (key.endsWith('[]')) {\n        const keyName = key.slice(0, -2);\n        if (keyName in data) {\n          const arrayData = (data as Record<string, unknown>)[keyName];\n          if (!Array.isArray(arrayData)) {\n            return undefined;\n          }\n          return arrayData.map((d) => getValueByPath(d, keys.slice(i + 1)));\n        } else {\n          return undefined;\n        }\n      } else {\n        data = (data as Record<string, unknown>)[key];\n      }\n    }\n\n    return data;\n  } catch (error) {\n    if (error instanceof TypeError) {\n      return undefined;\n    }\n    throw error;\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\n/** Required. Outcome of the code execution. */\nexport enum Outcome {\n  /**\n   * Unspecified status. This value should not be used.\n   */\n  OUTCOME_UNSPECIFIED = 'OUTCOME_UNSPECIFIED',\n  /**\n   * Code execution completed successfully.\n   */\n  OUTCOME_OK = 'OUTCOME_OK',\n  /**\n   * Code execution finished but with a failure. `stderr` should contain the reason.\n   */\n  OUTCOME_FAILED = 'OUTCOME_FAILED',\n  /**\n   * Code execution ran for too long, and was cancelled. There may or may not be a partial output present.\n   */\n  OUTCOME_DEADLINE_EXCEEDED = 'OUTCOME_DEADLINE_EXCEEDED',\n}\n\n/** Required. Programming language of the `code`. */\nexport enum Language {\n  /**\n   * Unspecified language. This value should not be used.\n   */\n  LANGUAGE_UNSPECIFIED = 'LANGUAGE_UNSPECIFIED',\n  /**\n   * Python >= 3.10, with numpy and simpy available.\n   */\n  PYTHON = 'PYTHON',\n}\n\n/** Required. Harm category. */\nexport enum HarmCategory {\n  /**\n   * The harm category is unspecified.\n   */\n  HARM_CATEGORY_UNSPECIFIED = 'HARM_CATEGORY_UNSPECIFIED',\n  /**\n   * The harm category is hate speech.\n   */\n  HARM_CATEGORY_HATE_SPEECH = 'HARM_CATEGORY_HATE_SPEECH',\n  /**\n   * The harm category is dangerous content.\n   */\n  HARM_CATEGORY_DANGEROUS_CONTENT = 'HARM_CATEGORY_DANGEROUS_CONTENT',\n  /**\n   * The harm category is harassment.\n   */\n  HARM_CATEGORY_HARASSMENT = 'HARM_CATEGORY_HARASSMENT',\n  /**\n   * The harm category is sexually explicit content.\n   */\n  HARM_CATEGORY_SEXUALLY_EXPLICIT = 'HARM_CATEGORY_SEXUALLY_EXPLICIT',\n  /**\n   * The harm category is civic integrity.\n   */\n  HARM_CATEGORY_CIVIC_INTEGRITY = 'HARM_CATEGORY_CIVIC_INTEGRITY',\n}\n\n/** Optional. Specify if the threshold is used for probability or severity score. If not specified, the threshold is used for probability score. */\nexport enum HarmBlockMethod {\n  /**\n   * The harm block method is unspecified.\n   */\n  HARM_BLOCK_METHOD_UNSPECIFIED = 'HARM_BLOCK_METHOD_UNSPECIFIED',\n  /**\n   * The harm block method uses both probability and severity scores.\n   */\n  SEVERITY = 'SEVERITY',\n  /**\n   * The harm block method uses the probability score.\n   */\n  PROBABILITY = 'PROBABILITY',\n}\n\n/** Required. The harm block threshold. */\nexport enum HarmBlockThreshold {\n  /**\n   * Unspecified harm block threshold.\n   */\n  HARM_BLOCK_THRESHOLD_UNSPECIFIED = 'HARM_BLOCK_THRESHOLD_UNSPECIFIED',\n  /**\n   * Block low threshold and above (i.e. block more).\n   */\n  BLOCK_LOW_AND_ABOVE = 'BLOCK_LOW_AND_ABOVE',\n  /**\n   * Block medium threshold and above.\n   */\n  BLOCK_MEDIUM_AND_ABOVE = 'BLOCK_MEDIUM_AND_ABOVE',\n  /**\n   * Block only high threshold (i.e. block less).\n   */\n  BLOCK_ONLY_HIGH = 'BLOCK_ONLY_HIGH',\n  /**\n   * Block none.\n   */\n  BLOCK_NONE = 'BLOCK_NONE',\n  /**\n   * Turn off the safety filter.\n   */\n  OFF = 'OFF',\n}\n\n/** Optional. The type of the data. */\nexport enum Type {\n  /**\n   * Not specified, should not be used.\n   */\n  TYPE_UNSPECIFIED = 'TYPE_UNSPECIFIED',\n  /**\n   * OpenAPI string type\n   */\n  STRING = 'STRING',\n  /**\n   * OpenAPI number type\n   */\n  NUMBER = 'NUMBER',\n  /**\n   * OpenAPI integer type\n   */\n  INTEGER = 'INTEGER',\n  /**\n   * OpenAPI boolean type\n   */\n  BOOLEAN = 'BOOLEAN',\n  /**\n   * OpenAPI array type\n   */\n  ARRAY = 'ARRAY',\n  /**\n   * OpenAPI object type\n   */\n  OBJECT = 'OBJECT',\n}\n\n/** The mode of the predictor to be used in dynamic retrieval. */\nexport enum Mode {\n  /**\n   * Always trigger retrieval.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Run retrieval only when system decides it is necessary.\n   */\n  MODE_DYNAMIC = 'MODE_DYNAMIC',\n}\n\n/** Type of auth scheme. */\nexport enum AuthType {\n  AUTH_TYPE_UNSPECIFIED = 'AUTH_TYPE_UNSPECIFIED',\n  /**\n   * No Auth.\n   */\n  NO_AUTH = 'NO_AUTH',\n  /**\n   * API Key Auth.\n   */\n  API_KEY_AUTH = 'API_KEY_AUTH',\n  /**\n   * HTTP Basic Auth.\n   */\n  HTTP_BASIC_AUTH = 'HTTP_BASIC_AUTH',\n  /**\n   * Google Service Account Auth.\n   */\n  GOOGLE_SERVICE_ACCOUNT_AUTH = 'GOOGLE_SERVICE_ACCOUNT_AUTH',\n  /**\n   * OAuth auth.\n   */\n  OAUTH = 'OAUTH',\n  /**\n   * OpenID Connect (OIDC) Auth.\n   */\n  OIDC_AUTH = 'OIDC_AUTH',\n}\n\n/** Output only. The reason why the model stopped generating tokens.\n\n  If empty, the model has not stopped generating the tokens.\n   */\nexport enum FinishReason {\n  /**\n   * The finish reason is unspecified.\n   */\n  FINISH_REASON_UNSPECIFIED = 'FINISH_REASON_UNSPECIFIED',\n  /**\n   * Token generation reached a natural stopping point or a configured stop sequence.\n   */\n  STOP = 'STOP',\n  /**\n   * Token generation reached the configured maximum output tokens.\n   */\n  MAX_TOKENS = 'MAX_TOKENS',\n  /**\n   * Token generation stopped because the content potentially contains safety violations. NOTE: When streaming, [content][] is empty if content filters blocks the output.\n   */\n  SAFETY = 'SAFETY',\n  /**\n   * The token generation stopped because of potential recitation.\n   */\n  RECITATION = 'RECITATION',\n  /**\n   * The token generation stopped because of using an unsupported language.\n   */\n  LANGUAGE = 'LANGUAGE',\n  /**\n   * All other reasons that stopped the token generation.\n   */\n  OTHER = 'OTHER',\n  /**\n   * Token generation stopped because the content contains forbidden terms.\n   */\n  BLOCKLIST = 'BLOCKLIST',\n  /**\n   * Token generation stopped for potentially containing prohibited content.\n   */\n  PROHIBITED_CONTENT = 'PROHIBITED_CONTENT',\n  /**\n   * Token generation stopped because the content potentially contains Sensitive Personally Identifiable Information (SPII).\n   */\n  SPII = 'SPII',\n  /**\n   * The function call generated by the model is invalid.\n   */\n  MALFORMED_FUNCTION_CALL = 'MALFORMED_FUNCTION_CALL',\n  /**\n   * Token generation stopped because generated images have safety violations.\n   */\n  IMAGE_SAFETY = 'IMAGE_SAFETY',\n}\n\n/** Output only. Harm probability levels in the content. */\nexport enum HarmProbability {\n  /**\n   * Harm probability unspecified.\n   */\n  HARM_PROBABILITY_UNSPECIFIED = 'HARM_PROBABILITY_UNSPECIFIED',\n  /**\n   * Negligible level of harm.\n   */\n  NEGLIGIBLE = 'NEGLIGIBLE',\n  /**\n   * Low level of harm.\n   */\n  LOW = 'LOW',\n  /**\n   * Medium level of harm.\n   */\n  MEDIUM = 'MEDIUM',\n  /**\n   * High level of harm.\n   */\n  HIGH = 'HIGH',\n}\n\n/** Output only. Harm severity levels in the content. */\nexport enum HarmSeverity {\n  /**\n   * Harm severity unspecified.\n   */\n  HARM_SEVERITY_UNSPECIFIED = 'HARM_SEVERITY_UNSPECIFIED',\n  /**\n   * Negligible level of harm severity.\n   */\n  HARM_SEVERITY_NEGLIGIBLE = 'HARM_SEVERITY_NEGLIGIBLE',\n  /**\n   * Low level of harm severity.\n   */\n  HARM_SEVERITY_LOW = 'HARM_SEVERITY_LOW',\n  /**\n   * Medium level of harm severity.\n   */\n  HARM_SEVERITY_MEDIUM = 'HARM_SEVERITY_MEDIUM',\n  /**\n   * High level of harm severity.\n   */\n  HARM_SEVERITY_HIGH = 'HARM_SEVERITY_HIGH',\n}\n\n/** Output only. Blocked reason. */\nexport enum BlockedReason {\n  /**\n   * Unspecified blocked reason.\n   */\n  BLOCKED_REASON_UNSPECIFIED = 'BLOCKED_REASON_UNSPECIFIED',\n  /**\n   * Candidates blocked due to safety.\n   */\n  SAFETY = 'SAFETY',\n  /**\n   * Candidates blocked due to other reason.\n   */\n  OTHER = 'OTHER',\n  /**\n   * Candidates blocked due to the terms which are included from the terminology blocklist.\n   */\n  BLOCKLIST = 'BLOCKLIST',\n  /**\n   * Candidates blocked due to prohibited content.\n   */\n  PROHIBITED_CONTENT = 'PROHIBITED_CONTENT',\n}\n\n/** Output only. Traffic type. This shows whether a request consumes Pay-As-You-Go or Provisioned Throughput quota. */\nexport enum TrafficType {\n  /**\n   * Unspecified request traffic type.\n   */\n  TRAFFIC_TYPE_UNSPECIFIED = 'TRAFFIC_TYPE_UNSPECIFIED',\n  /**\n   * Type for Pay-As-You-Go traffic.\n   */\n  ON_DEMAND = 'ON_DEMAND',\n  /**\n   * Type for Provisioned Throughput traffic.\n   */\n  PROVISIONED_THROUGHPUT = 'PROVISIONED_THROUGHPUT',\n}\n\n/** Server content modalities. */\nexport enum Modality {\n  /**\n   * The modality is unspecified.\n   */\n  MODALITY_UNSPECIFIED = 'MODALITY_UNSPECIFIED',\n  /**\n   * Indicates the model should return text\n   */\n  TEXT = 'TEXT',\n  /**\n   * Indicates the model should return images.\n   */\n  IMAGE = 'IMAGE',\n  /**\n   * Indicates the model should return images.\n   */\n  AUDIO = 'AUDIO',\n}\n\n/** The media resolution to use. */\nexport enum MediaResolution {\n  /**\n   * Media resolution has not been set\n   */\n  MEDIA_RESOLUTION_UNSPECIFIED = 'MEDIA_RESOLUTION_UNSPECIFIED',\n  /**\n   * Media resolution set to low (64 tokens).\n   */\n  MEDIA_RESOLUTION_LOW = 'MEDIA_RESOLUTION_LOW',\n  /**\n   * Media resolution set to medium (256 tokens).\n   */\n  MEDIA_RESOLUTION_MEDIUM = 'MEDIA_RESOLUTION_MEDIUM',\n  /**\n   * Media resolution set to high (zoomed reframing with 256 tokens).\n   */\n  MEDIA_RESOLUTION_HIGH = 'MEDIA_RESOLUTION_HIGH',\n}\n\n/** Output only. The detailed state of the job. */\nexport enum JobState {\n  /**\n   * The job state is unspecified.\n   */\n  JOB_STATE_UNSPECIFIED = 'JOB_STATE_UNSPECIFIED',\n  /**\n   * The job has been just created or resumed and processing has not yet begun.\n   */\n  JOB_STATE_QUEUED = 'JOB_STATE_QUEUED',\n  /**\n   * The service is preparing to run the job.\n   */\n  JOB_STATE_PENDING = 'JOB_STATE_PENDING',\n  /**\n   * The job is in progress.\n   */\n  JOB_STATE_RUNNING = 'JOB_STATE_RUNNING',\n  /**\n   * The job completed successfully.\n   */\n  JOB_STATE_SUCCEEDED = 'JOB_STATE_SUCCEEDED',\n  /**\n   * The job failed.\n   */\n  JOB_STATE_FAILED = 'JOB_STATE_FAILED',\n  /**\n   * The job is being cancelled. From this state the job may only go to either `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.\n   */\n  JOB_STATE_CANCELLING = 'JOB_STATE_CANCELLING',\n  /**\n   * The job has been cancelled.\n   */\n  JOB_STATE_CANCELLED = 'JOB_STATE_CANCELLED',\n  /**\n   * The job has been stopped, and can be resumed.\n   */\n  JOB_STATE_PAUSED = 'JOB_STATE_PAUSED',\n  /**\n   * The job has expired.\n   */\n  JOB_STATE_EXPIRED = 'JOB_STATE_EXPIRED',\n  /**\n   * The job is being updated. Only jobs in the `RUNNING` state can be updated. After updating, the job goes back to the `RUNNING` state.\n   */\n  JOB_STATE_UPDATING = 'JOB_STATE_UPDATING',\n  /**\n   * The job is partially succeeded, some results may be missing due to errors.\n   */\n  JOB_STATE_PARTIALLY_SUCCEEDED = 'JOB_STATE_PARTIALLY_SUCCEEDED',\n}\n\n/** Optional. Adapter size for tuning. */\nexport enum AdapterSize {\n  /**\n   * Adapter size is unspecified.\n   */\n  ADAPTER_SIZE_UNSPECIFIED = 'ADAPTER_SIZE_UNSPECIFIED',\n  /**\n   * Adapter size 1.\n   */\n  ADAPTER_SIZE_ONE = 'ADAPTER_SIZE_ONE',\n  /**\n   * Adapter size 2.\n   */\n  ADAPTER_SIZE_TWO = 'ADAPTER_SIZE_TWO',\n  /**\n   * Adapter size 4.\n   */\n  ADAPTER_SIZE_FOUR = 'ADAPTER_SIZE_FOUR',\n  /**\n   * Adapter size 8.\n   */\n  ADAPTER_SIZE_EIGHT = 'ADAPTER_SIZE_EIGHT',\n  /**\n   * Adapter size 16.\n   */\n  ADAPTER_SIZE_SIXTEEN = 'ADAPTER_SIZE_SIXTEEN',\n  /**\n   * Adapter size 32.\n   */\n  ADAPTER_SIZE_THIRTY_TWO = 'ADAPTER_SIZE_THIRTY_TWO',\n}\n\n/** Options for feature selection preference. */\nexport enum FeatureSelectionPreference {\n  FEATURE_SELECTION_PREFERENCE_UNSPECIFIED = 'FEATURE_SELECTION_PREFERENCE_UNSPECIFIED',\n  PRIORITIZE_QUALITY = 'PRIORITIZE_QUALITY',\n  BALANCED = 'BALANCED',\n  PRIORITIZE_COST = 'PRIORITIZE_COST',\n}\n\n/** Defines the function behavior. Defaults to `BLOCKING`. */\nexport enum Behavior {\n  /**\n   * This value is unused.\n   */\n  UNSPECIFIED = 'UNSPECIFIED',\n  /**\n   * If set, the system will wait to receive the function response before continuing the conversation.\n   */\n  BLOCKING = 'BLOCKING',\n  /**\n   * If set, the system will not wait to receive the function response. Instead, it will attempt to handle function responses as they become available while maintaining the conversation between the user and the model.\n   */\n  NON_BLOCKING = 'NON_BLOCKING',\n}\n\n/** Config for the dynamic retrieval config mode. */\nexport enum DynamicRetrievalConfigMode {\n  /**\n   * Always trigger retrieval.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Run retrieval only when system decides it is necessary.\n   */\n  MODE_DYNAMIC = 'MODE_DYNAMIC',\n}\n\n/** Config for the function calling config mode. */\nexport enum FunctionCallingConfigMode {\n  /**\n   * The function calling config mode is unspecified. Should not be used.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Default model behavior, model decides to predict either function calls or natural language response.\n   */\n  AUTO = 'AUTO',\n  /**\n   * Model is constrained to always predicting function calls only. If \"allowed_function_names\" are set, the predicted function calls will be limited to any one of \"allowed_function_names\", else the predicted function calls will be any one of the provided \"function_declarations\".\n   */\n  ANY = 'ANY',\n  /**\n   * Model will not predict any function calls. Model behavior is same as when not passing any function declarations.\n   */\n  NONE = 'NONE',\n}\n\n/** Status of the url retrieval. */\nexport enum UrlRetrievalStatus {\n  /**\n   * Default value. This value is unused\n   */\n  URL_RETRIEVAL_STATUS_UNSPECIFIED = 'URL_RETRIEVAL_STATUS_UNSPECIFIED',\n  /**\n   * Url retrieval is successful.\n   */\n  URL_RETRIEVAL_STATUS_SUCCESS = 'URL_RETRIEVAL_STATUS_SUCCESS',\n  /**\n   * Url retrieval is failed due to error.\n   */\n  URL_RETRIEVAL_STATUS_ERROR = 'URL_RETRIEVAL_STATUS_ERROR',\n}\n\n/** Enum that controls the safety filter level for objectionable content. */\nexport enum SafetyFilterLevel {\n  BLOCK_LOW_AND_ABOVE = 'BLOCK_LOW_AND_ABOVE',\n  BLOCK_MEDIUM_AND_ABOVE = 'BLOCK_MEDIUM_AND_ABOVE',\n  BLOCK_ONLY_HIGH = 'BLOCK_ONLY_HIGH',\n  BLOCK_NONE = 'BLOCK_NONE',\n}\n\n/** Enum that controls the generation of people. */\nexport enum PersonGeneration {\n  DONT_ALLOW = 'DONT_ALLOW',\n  ALLOW_ADULT = 'ALLOW_ADULT',\n  ALLOW_ALL = 'ALLOW_ALL',\n}\n\n/** Enum that specifies the language of the text in the prompt. */\nexport enum ImagePromptLanguage {\n  auto = 'auto',\n  en = 'en',\n  ja = 'ja',\n  ko = 'ko',\n  hi = 'hi',\n}\n\n/** Enum representing the mask mode of a mask reference image. */\nexport enum MaskReferenceMode {\n  MASK_MODE_DEFAULT = 'MASK_MODE_DEFAULT',\n  MASK_MODE_USER_PROVIDED = 'MASK_MODE_USER_PROVIDED',\n  MASK_MODE_BACKGROUND = 'MASK_MODE_BACKGROUND',\n  MASK_MODE_FOREGROUND = 'MASK_MODE_FOREGROUND',\n  MASK_MODE_SEMANTIC = 'MASK_MODE_SEMANTIC',\n}\n\n/** Enum representing the control type of a control reference image. */\nexport enum ControlReferenceType {\n  CONTROL_TYPE_DEFAULT = 'CONTROL_TYPE_DEFAULT',\n  CONTROL_TYPE_CANNY = 'CONTROL_TYPE_CANNY',\n  CONTROL_TYPE_SCRIBBLE = 'CONTROL_TYPE_SCRIBBLE',\n  CONTROL_TYPE_FACE_MESH = 'CONTROL_TYPE_FACE_MESH',\n}\n\n/** Enum representing the subject type of a subject reference image. */\nexport enum SubjectReferenceType {\n  SUBJECT_TYPE_DEFAULT = 'SUBJECT_TYPE_DEFAULT',\n  SUBJECT_TYPE_PERSON = 'SUBJECT_TYPE_PERSON',\n  SUBJECT_TYPE_ANIMAL = 'SUBJECT_TYPE_ANIMAL',\n  SUBJECT_TYPE_PRODUCT = 'SUBJECT_TYPE_PRODUCT',\n}\n\n/** Enum representing the Imagen 3 Edit mode. */\nexport enum EditMode {\n  EDIT_MODE_DEFAULT = 'EDIT_MODE_DEFAULT',\n  EDIT_MODE_INPAINT_REMOVAL = 'EDIT_MODE_INPAINT_REMOVAL',\n  EDIT_MODE_INPAINT_INSERTION = 'EDIT_MODE_INPAINT_INSERTION',\n  EDIT_MODE_OUTPAINT = 'EDIT_MODE_OUTPAINT',\n  EDIT_MODE_CONTROLLED_EDITING = 'EDIT_MODE_CONTROLLED_EDITING',\n  EDIT_MODE_STYLE = 'EDIT_MODE_STYLE',\n  EDIT_MODE_BGSWAP = 'EDIT_MODE_BGSWAP',\n  EDIT_MODE_PRODUCT_IMAGE = 'EDIT_MODE_PRODUCT_IMAGE',\n}\n\n/** State for the lifecycle of a File. */\nexport enum FileState {\n  STATE_UNSPECIFIED = 'STATE_UNSPECIFIED',\n  PROCESSING = 'PROCESSING',\n  ACTIVE = 'ACTIVE',\n  FAILED = 'FAILED',\n}\n\n/** Source of the File. */\nexport enum FileSource {\n  SOURCE_UNSPECIFIED = 'SOURCE_UNSPECIFIED',\n  UPLOADED = 'UPLOADED',\n  GENERATED = 'GENERATED',\n}\n\n/** Server content modalities. */\nexport enum MediaModality {\n  /**\n   * The modality is unspecified.\n   */\n  MODALITY_UNSPECIFIED = 'MODALITY_UNSPECIFIED',\n  /**\n   * Plain text.\n   */\n  TEXT = 'TEXT',\n  /**\n   * Images.\n   */\n  IMAGE = 'IMAGE',\n  /**\n   * Video.\n   */\n  VIDEO = 'VIDEO',\n  /**\n   * Audio.\n   */\n  AUDIO = 'AUDIO',\n  /**\n   * Document, e.g. PDF.\n   */\n  DOCUMENT = 'DOCUMENT',\n}\n\n/** Start of speech sensitivity. */\nexport enum StartSensitivity {\n  /**\n   * The default is START_SENSITIVITY_LOW.\n   */\n  START_SENSITIVITY_UNSPECIFIED = 'START_SENSITIVITY_UNSPECIFIED',\n  /**\n   * Automatic detection will detect the start of speech more often.\n   */\n  START_SENSITIVITY_HIGH = 'START_SENSITIVITY_HIGH',\n  /**\n   * Automatic detection will detect the start of speech less often.\n   */\n  START_SENSITIVITY_LOW = 'START_SENSITIVITY_LOW',\n}\n\n/** End of speech sensitivity. */\nexport enum EndSensitivity {\n  /**\n   * The default is END_SENSITIVITY_LOW.\n   */\n  END_SENSITIVITY_UNSPECIFIED = 'END_SENSITIVITY_UNSPECIFIED',\n  /**\n   * Automatic detection ends speech more often.\n   */\n  END_SENSITIVITY_HIGH = 'END_SENSITIVITY_HIGH',\n  /**\n   * Automatic detection ends speech less often.\n   */\n  END_SENSITIVITY_LOW = 'END_SENSITIVITY_LOW',\n}\n\n/** The different ways of handling user activity. */\nexport enum ActivityHandling {\n  /**\n   * If unspecified, the default behavior is `START_OF_ACTIVITY_INTERRUPTS`.\n   */\n  ACTIVITY_HANDLING_UNSPECIFIED = 'ACTIVITY_HANDLING_UNSPECIFIED',\n  /**\n   * If true, start of activity will interrupt the model's response (also called \"barge in\"). The model's current response will be cut-off in the moment of the interruption. This is the default behavior.\n   */\n  START_OF_ACTIVITY_INTERRUPTS = 'START_OF_ACTIVITY_INTERRUPTS',\n  /**\n   * The model's response will not be interrupted.\n   */\n  NO_INTERRUPTION = 'NO_INTERRUPTION',\n}\n\n/** Options about which input is included in the user's turn. */\nexport enum TurnCoverage {\n  /**\n   * If unspecified, the default behavior is `TURN_INCLUDES_ONLY_ACTIVITY`.\n   */\n  TURN_COVERAGE_UNSPECIFIED = 'TURN_COVERAGE_UNSPECIFIED',\n  /**\n   * The users turn only includes activity since the last turn, excluding inactivity (e.g. silence on the audio stream). This is the default behavior.\n   */\n  TURN_INCLUDES_ONLY_ACTIVITY = 'TURN_INCLUDES_ONLY_ACTIVITY',\n  /**\n   * The users turn includes all realtime input since the last turn, including inactivity (e.g. silence on the audio stream).\n   */\n  TURN_INCLUDES_ALL_INPUT = 'TURN_INCLUDES_ALL_INPUT',\n}\n\n/** Specifies how the response should be scheduled in the conversation. */\nexport enum FunctionResponseScheduling {\n  /**\n   * This value is unused.\n   */\n  SCHEDULING_UNSPECIFIED = 'SCHEDULING_UNSPECIFIED',\n  /**\n   * Only add the result to the conversation context, do not interrupt or trigger generation.\n   */\n  SILENT = 'SILENT',\n  /**\n   * Add the result to the conversation context, and prompt to generate output without interrupting ongoing generation.\n   */\n  WHEN_IDLE = 'WHEN_IDLE',\n  /**\n   * Add the result to the conversation context, interrupt ongoing generation and prompt to generate output.\n   */\n  INTERRUPT = 'INTERRUPT',\n}\n\n/** Scale of the generated music. */\nexport enum Scale {\n  /**\n   * Default value. This value is unused.\n   */\n  SCALE_UNSPECIFIED = 'SCALE_UNSPECIFIED',\n  /**\n   * C major or A minor.\n   */\n  C_MAJOR_A_MINOR = 'C_MAJOR_A_MINOR',\n  /**\n   * Db major or Bb minor.\n   */\n  D_FLAT_MAJOR_B_FLAT_MINOR = 'D_FLAT_MAJOR_B_FLAT_MINOR',\n  /**\n   * D major or B minor.\n   */\n  D_MAJOR_B_MINOR = 'D_MAJOR_B_MINOR',\n  /**\n   * Eb major or C minor\n   */\n  E_FLAT_MAJOR_C_MINOR = 'E_FLAT_MAJOR_C_MINOR',\n  /**\n   * E major or Db minor.\n   */\n  E_MAJOR_D_FLAT_MINOR = 'E_MAJOR_D_FLAT_MINOR',\n  /**\n   * F major or D minor.\n   */\n  F_MAJOR_D_MINOR = 'F_MAJOR_D_MINOR',\n  /**\n   * Gb major or Eb minor.\n   */\n  G_FLAT_MAJOR_E_FLAT_MINOR = 'G_FLAT_MAJOR_E_FLAT_MINOR',\n  /**\n   * G major or E minor.\n   */\n  G_MAJOR_E_MINOR = 'G_MAJOR_E_MINOR',\n  /**\n   * Ab major or F minor.\n   */\n  A_FLAT_MAJOR_F_MINOR = 'A_FLAT_MAJOR_F_MINOR',\n  /**\n   * A major or Gb minor.\n   */\n  A_MAJOR_G_FLAT_MINOR = 'A_MAJOR_G_FLAT_MINOR',\n  /**\n   * Bb major or G minor.\n   */\n  B_FLAT_MAJOR_G_MINOR = 'B_FLAT_MAJOR_G_MINOR',\n  /**\n   * B major or Ab minor.\n   */\n  B_MAJOR_A_FLAT_MINOR = 'B_MAJOR_A_FLAT_MINOR',\n}\n\n/** The mode of music generation. */\nexport enum MusicGenerationMode {\n  /**\n   * This value is unused.\n   */\n  MUSIC_GENERATION_MODE_UNSPECIFIED = 'MUSIC_GENERATION_MODE_UNSPECIFIED',\n  /**\n   * Steer text prompts to regions of latent space with higher quality\n      music.\n   */\n  QUALITY = 'QUALITY',\n  /**\n   * Steer text prompts to regions of latent space with a larger diversity\n      of music.\n   */\n  DIVERSITY = 'DIVERSITY',\n}\n\n/** The playback control signal to apply to the music generation. */\nexport enum LiveMusicPlaybackControl {\n  /**\n   * This value is unused.\n   */\n  PLAYBACK_CONTROL_UNSPECIFIED = 'PLAYBACK_CONTROL_UNSPECIFIED',\n  /**\n   * Start generating the music.\n   */\n  PLAY = 'PLAY',\n  /**\n   * Hold the music generation. Use PLAY to resume from the current position.\n   */\n  PAUSE = 'PAUSE',\n  /**\n   * Stop the music generation and reset the context (prompts retained).\n      Use PLAY to restart the music generation.\n   */\n  STOP = 'STOP',\n  /**\n   * Reset the context of the music generation without stopping it.\n      Retains the current prompts and config.\n   */\n  RESET_CONTEXT = 'RESET_CONTEXT',\n}\n\n/** Describes how the video in the Part should be used by the model. */\nexport declare interface VideoMetadata {\n  /** The frame rate of the video sent to the model. If not specified, the\n        default value will be 1.0. The fps range is (0.0, 24.0]. */\n  fps?: number;\n  /** Optional. The end offset of the video. */\n  endOffset?: string;\n  /** Optional. The start offset of the video. */\n  startOffset?: string;\n}\n\n/** Content blob. */\nexport declare interface Blob {\n  /** Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is not currently used in the Gemini GenerateContent calls. */\n  displayName?: string;\n  /** Required. Raw bytes. */\n  data?: string;\n  /** Required. The IANA standard MIME type of the source data. */\n  mimeType?: string;\n}\n\n/** Result of executing the [ExecutableCode]. Always follows a `part` containing the [ExecutableCode]. */\nexport declare interface CodeExecutionResult {\n  /** Required. Outcome of the code execution. */\n  outcome?: Outcome;\n  /** Optional. Contains stdout when code execution is successful, stderr or other description otherwise. */\n  output?: string;\n}\n\n/** Code generated by the model that is meant to be executed, and the result returned to the model. Generated when using the [FunctionDeclaration] tool and [FunctionCallingConfig] mode is set to [Mode.CODE]. */\nexport declare interface ExecutableCode {\n  /** Required. The code to be executed. */\n  code?: string;\n  /** Required. Programming language of the `code`. */\n  language?: Language;\n}\n\n/** URI based data. */\nexport declare interface FileData {\n  /** Required. URI. */\n  fileUri?: string;\n  /** Required. The IANA standard MIME type of the source data. */\n  mimeType?: string;\n}\n\n/** A function call. */\nexport declare interface FunctionCall {\n  /** The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`. */\n  id?: string;\n  /** Optional. Required. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details. */\n  args?: Record<string, unknown>;\n  /** Required. The name of the function to call. Matches [FunctionDeclaration.name]. */\n  name?: string;\n}\n\n/** A function response. */\nexport class FunctionResponse {\n  /** Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. */\n  willContinue?: boolean;\n  /** Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE. */\n  scheduling?: FunctionResponseScheduling;\n  /** Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`. */\n  id?: string;\n  /** Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name]. */\n  name?: string;\n  /** Required. The function response in JSON object format. Use \"output\" key to specify function output and \"error\" key to specify error details (if any). If \"output\" and \"error\" keys are not specified, then whole \"response\" is treated as function output. */\n  response?: Record<string, unknown>;\n}\n\n/** A datatype containing media content.\n\n  Exactly one field within a Part should be set, representing the specific type\n  of content being conveyed. Using multiple fields within the same `Part`\n  instance is considered invalid.\n   */\nexport declare interface Part {\n  /** Metadata for a given video. */\n  videoMetadata?: VideoMetadata;\n  /** Indicates if the part is thought from the model. */\n  thought?: boolean;\n  /** Optional. Inlined bytes data. */\n  inlineData?: Blob;\n  /** Optional. Result of executing the [ExecutableCode]. */\n  codeExecutionResult?: CodeExecutionResult;\n  /** Optional. Code generated by the model that is meant to be executed. */\n  executableCode?: ExecutableCode;\n  /** Optional. URI based data. */\n  fileData?: FileData;\n  /** Optional. A predicted [FunctionCall] returned from the model that contains a string representing the [FunctionDeclaration.name] with the parameters and their values. */\n  functionCall?: FunctionCall;\n  /** Optional. The result output of a [FunctionCall] that contains a string representing the [FunctionDeclaration.name] and a structured JSON object containing any output from the function call. It is used as context to the model. */\n  functionResponse?: FunctionResponse;\n  /** Optional. Text part (can be code). */\n  text?: string;\n}\n/**\n * Creates a `Part` object from a `URI` string.\n */\nexport function createPartFromUri(uri: string, mimeType: string): Part {\n  return {\n    fileData: {\n      fileUri: uri,\n      mimeType: mimeType,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `text` string.\n */\nexport function createPartFromText(text: string): Part {\n  return {\n    text: text,\n  };\n}\n/**\n * Creates a `Part` object from a `FunctionCall` object.\n */\nexport function createPartFromFunctionCall(\n  name: string,\n  args: Record<string, unknown>,\n): Part {\n  return {\n    functionCall: {\n      name: name,\n      args: args,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `FunctionResponse` object.\n */\nexport function createPartFromFunctionResponse(\n  id: string,\n  name: string,\n  response: Record<string, unknown>,\n): Part {\n  return {\n    functionResponse: {\n      id: id,\n      name: name,\n      response: response,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `base64` encoded `string`.\n */\nexport function createPartFromBase64(data: string, mimeType: string): Part {\n  return {\n    inlineData: {\n      data: data,\n      mimeType: mimeType,\n    },\n  };\n}\n/**\n * Creates a `Part` object from the `outcome` and `output` of a `CodeExecutionResult` object.\n */\nexport function createPartFromCodeExecutionResult(\n  outcome: Outcome,\n  output: string,\n): Part {\n  return {\n    codeExecutionResult: {\n      outcome: outcome,\n      output: output,\n    },\n  };\n}\n/**\n * Creates a `Part` object from the `code` and `language` of an `ExecutableCode` object.\n */\nexport function createPartFromExecutableCode(\n  code: string,\n  language: Language,\n): Part {\n  return {\n    executableCode: {\n      code: code,\n      language: language,\n    },\n  };\n}\n\n/** Contains the multi-part content of a message. */\nexport declare interface Content {\n  /** List of parts that constitute a single message. Each part may have\n      a different IANA MIME type. */\n  parts?: Part[];\n  /** Optional. The producer of the content. Must be either 'user' or\n      'model'. Useful to set for multi-turn conversations, otherwise can be\n      empty. If role is not specified, SDK will determine the role. */\n  role?: string;\n}\nfunction _isPart(obj: unknown): obj is Part {\n  if (typeof obj === 'object' && obj !== null) {\n    return (\n      'fileData' in obj ||\n      'text' in obj ||\n      'functionCall' in obj ||\n      'functionResponse' in obj ||\n      'inlineData' in obj ||\n      'videoMetadata' in obj ||\n      'codeExecutionResult' in obj ||\n      'executableCode' in obj\n    );\n  }\n  return false;\n}\nfunction _toParts(partOrString: PartListUnion | string): Part[] {\n  const parts: Part[] = [];\n  if (typeof partOrString === 'string') {\n    parts.push(createPartFromText(partOrString));\n  } else if (_isPart(partOrString)) {\n    parts.push(partOrString);\n  } else if (Array.isArray(partOrString)) {\n    if (partOrString.length === 0) {\n      throw new Error('partOrString cannot be an empty array');\n    }\n    for (const part of partOrString) {\n      if (typeof part === 'string') {\n        parts.push(createPartFromText(part));\n      } else if (_isPart(part)) {\n        parts.push(part);\n      } else {\n        throw new Error('element in PartUnion must be a Part object or string');\n      }\n    }\n  } else {\n    throw new Error('partOrString must be a Part object, string, or array');\n  }\n  return parts;\n}\n/**\n * Creates a `Content` object with a user role from a `PartListUnion` object or `string`.\n */\nexport function createUserContent(\n  partOrString: PartListUnion | string,\n): Content {\n  return {\n    role: 'user',\n    parts: _toParts(partOrString),\n  };\n}\n\n/**\n * Creates a `Content` object with a model role from a `PartListUnion` object or `string`.\n */\nexport function createModelContent(\n  partOrString: PartListUnion | string,\n): Content {\n  return {\n    role: 'model',\n    parts: _toParts(partOrString),\n  };\n}\n/** HTTP options to be used in each of the requests. */\nexport declare interface HttpOptions {\n  /** The base URL for the AI platform service endpoint. */\n  baseUrl?: string;\n  /** Specifies the version of the API to use. */\n  apiVersion?: string;\n  /** Additional HTTP headers to be sent with the request. */\n  headers?: Record<string, string>;\n  /** Timeout for the request in milliseconds. */\n  timeout?: number;\n}\n\n/** Config for model selection. */\nexport declare interface ModelSelectionConfig {\n  /** Options for feature selection preference. */\n  featureSelectionPreference?: FeatureSelectionPreference;\n}\n\n/** Safety settings. */\nexport declare interface SafetySetting {\n  /** Determines if the harm block method uses probability or probability\n      and severity scores. */\n  method?: HarmBlockMethod;\n  /** Required. Harm category. */\n  category?: HarmCategory;\n  /** Required. The harm block threshold. */\n  threshold?: HarmBlockThreshold;\n}\n\n/** Schema is used to define the format of input/output data. Represents a select subset of an [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may be added in the future as needed. */\nexport declare interface Schema {\n  /** Optional. The value should be validated against any (one or more) of the subschemas in the list. */\n  anyOf?: Schema[];\n  /** Optional. Default value of the data. */\n  default?: unknown;\n  /** Optional. The description of the data. */\n  description?: string;\n  /** Optional. Possible values of the element of primitive type with enum format. Examples: 1. We can define direction as : {type:STRING, format:enum, enum:[\"EAST\", NORTH\", \"SOUTH\", \"WEST\"]} 2. We can define apartment number as : {type:INTEGER, format:enum, enum:[\"101\", \"201\", \"301\"]} */\n  enum?: string[];\n  /** Optional. Example of the object. Will only populated when the object is the root. */\n  example?: unknown;\n  /** Optional. The format of the data. Supported formats: for NUMBER type: \"float\", \"double\" for INTEGER type: \"int32\", \"int64\" for STRING type: \"email\", \"byte\", etc */\n  format?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE ARRAY Schema of the elements of Type.ARRAY. */\n  items?: Schema;\n  /** Optional. Maximum number of the elements for Type.ARRAY. */\n  maxItems?: string;\n  /** Optional. Maximum length of the Type.STRING */\n  maxLength?: string;\n  /** Optional. Maximum number of the properties for Type.OBJECT. */\n  maxProperties?: string;\n  /** Optional. Maximum value of the Type.INTEGER and Type.NUMBER */\n  maximum?: number;\n  /** Optional. Minimum number of the elements for Type.ARRAY. */\n  minItems?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE STRING Minimum length of the Type.STRING */\n  minLength?: string;\n  /** Optional. Minimum number of the properties for Type.OBJECT. */\n  minProperties?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE INTEGER and NUMBER Minimum value of the Type.INTEGER and Type.NUMBER */\n  minimum?: number;\n  /** Optional. Indicates if the value may be null. */\n  nullable?: boolean;\n  /** Optional. Pattern of the Type.STRING to restrict a string to a regular expression. */\n  pattern?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE OBJECT Properties of Type.OBJECT. */\n  properties?: Record<string, Schema>;\n  /** Optional. The order of the properties. Not a standard field in open api spec. Only used to support the order of the properties. */\n  propertyOrdering?: string[];\n  /** Optional. Required properties of Type.OBJECT. */\n  required?: string[];\n  /** Optional. The title of the Schema. */\n  title?: string;\n  /** Optional. The type of the data. */\n  type?: Type;\n}\n\n/** Defines a function that the model can generate JSON inputs for.\n\n  The inputs are based on `OpenAPI 3.0 specifications\n  <https://spec.openapis.org/oas/v3.0.3>`_.\n   */\nexport declare interface FunctionDeclaration {\n  /** Defines the function behavior. */\n  behavior?: Behavior;\n  /** Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function. */\n  description?: string;\n  /** Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots and dashes, with a maximum length of 64. */\n  name?: string;\n  /** Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1 */\n  parameters?: Schema;\n  /** Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function. */\n  response?: Schema;\n}\n\n/** Represents a time interval, encoded as a start time (inclusive) and an end time (exclusive).\n\n  The start time must be less than or equal to the end time.\n  When the start equals the end time, the interval is an empty interval.\n  (matches no time)\n  When both start and end are unspecified, the interval matches any time.\n   */\nexport declare interface Interval {\n  /** The start time of the interval. */\n  startTime?: string;\n  /** The end time of the interval. */\n  endTime?: string;\n}\n\n/** Tool to support Google Search in Model. Powered by Google. */\nexport declare interface GoogleSearch {\n  /** Optional. Filter search results to a specific time range.\n      If customers set a start time, they must set an end time (and vice versa).\n       */\n  timeRangeFilter?: Interval;\n}\n\n/** Describes the options to customize dynamic retrieval. */\nexport declare interface DynamicRetrievalConfig {\n  /** The mode of the predictor to be used in dynamic retrieval. */\n  mode?: DynamicRetrievalConfigMode;\n  /** Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used. */\n  dynamicThreshold?: number;\n}\n\n/** Tool to retrieve public web data for grounding, powered by Google. */\nexport declare interface GoogleSearchRetrieval {\n  /** Specifies the dynamic retrieval configuration for the given source. */\n  dynamicRetrievalConfig?: DynamicRetrievalConfig;\n}\n\n/** Tool to search public web data, powered by Vertex AI Search and Sec4 compliance. */\nexport declare interface EnterpriseWebSearch {}\n\n/** Config for authentication with API key. */\nexport declare interface ApiKeyConfig {\n  /** The API key to be used in the request directly. */\n  apiKeyString?: string;\n}\n\n/** Config for Google Service Account Authentication. */\nexport declare interface AuthConfigGoogleServiceAccountConfig {\n  /** Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension. */\n  serviceAccount?: string;\n}\n\n/** Config for HTTP Basic Authentication. */\nexport declare interface AuthConfigHttpBasicAuthConfig {\n  /** Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource. */\n  credentialSecret?: string;\n}\n\n/** Config for user oauth. */\nexport declare interface AuthConfigOauthConfig {\n  /** Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time. */\n  accessToken?: string;\n  /** The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account. */\n  serviceAccount?: string;\n}\n\n/** Config for user OIDC auth. */\nexport declare interface AuthConfigOidcConfig {\n  /** OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time. */\n  idToken?: string;\n  /** The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents). */\n  serviceAccount?: string;\n}\n\n/** Auth configuration to run the extension. */\nexport declare interface AuthConfig {\n  /** Config for API key auth. */\n  apiKeyConfig?: ApiKeyConfig;\n  /** Type of auth scheme. */\n  authType?: AuthType;\n  /** Config for Google Service Account auth. */\n  googleServiceAccountConfig?: AuthConfigGoogleServiceAccountConfig;\n  /** Config for HTTP Basic auth. */\n  httpBasicAuthConfig?: AuthConfigHttpBasicAuthConfig;\n  /** Config for user oauth. */\n  oauthConfig?: AuthConfigOauthConfig;\n  /** Config for user OIDC auth. */\n  oidcConfig?: AuthConfigOidcConfig;\n}\n\n/** Tool to support Google Maps in Model. */\nexport declare interface GoogleMaps {\n  /** Optional. Auth config for the Google Maps tool. */\n  authConfig?: AuthConfig;\n}\n\n/** Tool to support URL context retrieval. */\nexport declare interface UrlContext {}\n\n/** Retrieve from Vertex AI Search datastore or engine for grounding. datastore and engine are mutually exclusive. See https://cloud.google.com/products/agent-builder */\nexport declare interface VertexAISearch {\n  /** Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}` */\n  datastore?: string;\n  /** Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}` */\n  engine?: string;\n}\n\n/** The definition of the Rag resource. */\nexport declare interface VertexRagStoreRagResource {\n  /** Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}` */\n  ragCorpus?: string;\n  /** Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field. */\n  ragFileIds?: string[];\n}\n\n/** Config for filters. */\nexport declare interface RagRetrievalConfigFilter {\n  /** Optional. String for metadata filtering. */\n  metadataFilter?: string;\n  /** Optional. Only returns contexts with vector distance smaller than the threshold. */\n  vectorDistanceThreshold?: number;\n  /** Optional. Only returns contexts with vector similarity larger than the threshold. */\n  vectorSimilarityThreshold?: number;\n}\n\n/** Config for Hybrid Search. */\nexport declare interface RagRetrievalConfigHybridSearch {\n  /** Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally. */\n  alpha?: number;\n}\n\n/** Config for LlmRanker. */\nexport declare interface RagRetrievalConfigRankingLlmRanker {\n  /** Optional. The model name used for ranking. Format: `gemini-1.5-pro` */\n  modelName?: string;\n}\n\n/** Config for Rank Service. */\nexport declare interface RagRetrievalConfigRankingRankService {\n  /** Optional. The model name of the rank service. Format: `semantic-ranker-512@latest` */\n  modelName?: string;\n}\n\n/** Config for ranking and reranking. */\nexport declare interface RagRetrievalConfigRanking {\n  /** Optional. Config for LlmRanker. */\n  llmRanker?: RagRetrievalConfigRankingLlmRanker;\n  /** Optional. Config for Rank Service. */\n  rankService?: RagRetrievalConfigRankingRankService;\n}\n\n/** Specifies the context retrieval config. */\nexport declare interface RagRetrievalConfig {\n  /** Optional. Config for filters. */\n  filter?: RagRetrievalConfigFilter;\n  /** Optional. Config for Hybrid Search. */\n  hybridSearch?: RagRetrievalConfigHybridSearch;\n  /** Optional. Config for ranking and reranking. */\n  ranking?: RagRetrievalConfigRanking;\n  /** Optional. The number of contexts to retrieve. */\n  topK?: number;\n}\n\n/** Retrieve from Vertex RAG Store for grounding. */\nexport declare interface VertexRagStore {\n  /** Optional. Deprecated. Please use rag_resources instead. */\n  ragCorpora?: string[];\n  /** Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support. */\n  ragResources?: VertexRagStoreRagResource[];\n  /** Optional. The retrieval config for the Rag query. */\n  ragRetrievalConfig?: RagRetrievalConfig;\n  /** Optional. Number of top k results to return from the selected corpora. */\n  similarityTopK?: number;\n  /** Optional. Only return results with vector distance smaller than the threshold. */\n  vectorDistanceThreshold?: number;\n}\n\n/** Defines a retrieval tool that model can call to access external knowledge. */\nexport declare interface Retrieval {\n  /** Optional. Deprecated. This option is no longer supported. */\n  disableAttribution?: boolean;\n  /** Set to use data source powered by Vertex AI Search. */\n  vertexAiSearch?: VertexAISearch;\n  /** Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService. */\n  vertexRagStore?: VertexRagStore;\n}\n\n/** Tool that executes code generated by the model, and automatically returns the result to the model. See also [ExecutableCode]and [CodeExecutionResult] which are input and output to this tool. */\nexport declare interface ToolCodeExecution {}\n\n/** Tool details of a tool that the model may use to generate a response. */\nexport declare interface Tool {\n  /** List of function declarations that the tool supports. */\n  functionDeclarations?: FunctionDeclaration[];\n  /** Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. */\n  retrieval?: Retrieval;\n  /** Optional. Google Search tool type. Specialized retrieval tool\n      that is powered by Google Search. */\n  googleSearch?: GoogleSearch;\n  /** Optional. GoogleSearchRetrieval tool type. Specialized retrieval tool that is powered by Google search. */\n  googleSearchRetrieval?: GoogleSearchRetrieval;\n  /** Optional. Enterprise web search tool type. Specialized retrieval\n      tool that is powered by Vertex AI Search and Sec4 compliance. */\n  enterpriseWebSearch?: EnterpriseWebSearch;\n  /** Optional. Google Maps tool type. Specialized retrieval tool\n      that is powered by Google Maps. */\n  googleMaps?: GoogleMaps;\n  /** Optional. Tool to support URL context retrieval. */\n  urlContext?: UrlContext;\n  /** Optional. CodeExecution tool type. Enables the model to execute code as part of generation. This field is only used by the Gemini Developer API services. */\n  codeExecution?: ToolCodeExecution;\n}\n\n/** Function calling config. */\nexport declare interface FunctionCallingConfig {\n  /** Optional. Function calling mode. */\n  mode?: FunctionCallingConfigMode;\n  /** Optional. Function names to call. Only set when the Mode is ANY. Function names should match [FunctionDeclaration.name]. With mode set to ANY, model will predict a function call from the set of function names provided. */\n  allowedFunctionNames?: string[];\n}\n\n/** An object that represents a latitude/longitude pair.\n\n  This is expressed as a pair of doubles to represent degrees latitude and\n  degrees longitude. Unless specified otherwise, this object must conform to the\n  <a href=\"https://en.wikipedia.org/wiki/World_Geodetic_System#1984_version\">\n  WGS84 standard</a>. Values must be within normalized ranges.\n   */\nexport declare interface LatLng {\n  /** The latitude in degrees. It must be in the range [-90.0, +90.0]. */\n  latitude?: number;\n  /** The longitude in degrees. It must be in the range [-180.0, +180.0] */\n  longitude?: number;\n}\n\n/** Retrieval config.\n */\nexport declare interface RetrievalConfig {\n  /** Optional. The location of the user. */\n  latLng?: LatLng;\n}\n\n/** Tool config.\n\n  This config is shared for all tools provided in the request.\n   */\nexport declare interface ToolConfig {\n  /** Optional. Function calling config. */\n  functionCallingConfig?: FunctionCallingConfig;\n  /** Optional. Retrieval config. */\n  retrievalConfig?: RetrievalConfig;\n}\n\n/** The configuration for the prebuilt speaker to use. */\nexport declare interface PrebuiltVoiceConfig {\n  /** The name of the prebuilt voice to use. */\n  voiceName?: string;\n}\n\n/** The configuration for the voice to use. */\nexport declare interface VoiceConfig {\n  /** The configuration for the speaker to use.\n   */\n  prebuiltVoiceConfig?: PrebuiltVoiceConfig;\n}\n\n/** The configuration for the speaker to use. */\nexport declare interface SpeakerVoiceConfig {\n  /** The name of the speaker to use. Should be the same as in the\n          prompt. */\n  speaker?: string;\n  /** The configuration for the voice to use. */\n  voiceConfig?: VoiceConfig;\n}\n\n/** The configuration for the multi-speaker setup. */\nexport declare interface MultiSpeakerVoiceConfig {\n  /** The configuration for the speaker to use. */\n  speakerVoiceConfigs?: SpeakerVoiceConfig[];\n}\n\n/** The speech generation configuration. */\nexport declare interface SpeechConfig {\n  /** The configuration for the speaker to use.\n   */\n  voiceConfig?: VoiceConfig;\n  /** The configuration for the multi-speaker setup.\n          It is mutually exclusive with the voice_config field.\n           */\n  multiSpeakerVoiceConfig?: MultiSpeakerVoiceConfig;\n  /** Language code (ISO 639. e.g. en-US) for the speech synthesization.\n      Only available for Live API.\n       */\n  languageCode?: string;\n}\n\n/** The configuration for automatic function calling. */\nexport declare interface AutomaticFunctionCallingConfig {\n  /** Whether to disable automatic function calling.\n      If not set or set to False, will enable automatic function calling.\n      If set to True, will disable automatic function calling.\n       */\n  disable?: boolean;\n  /** If automatic function calling is enabled,\n      maximum number of remote calls for automatic function calling.\n      This number should be a positive integer.\n      If not set, SDK will set maximum number of remote calls to 10.\n       */\n  maximumRemoteCalls?: number;\n  /** If automatic function calling is enabled,\n      whether to ignore call history to the response.\n      If not set, SDK will set ignore_call_history to false,\n      and will append the call history to\n      GenerateContentResponse.automatic_function_calling_history.\n       */\n  ignoreCallHistory?: boolean;\n}\n\n/** The thinking features configuration. */\nexport declare interface ThinkingConfig {\n  /** Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n   */\n  includeThoughts?: boolean;\n  /** Indicates the thinking budget in tokens.\n   */\n  thinkingBudget?: number;\n}\n\n/** When automated routing is specified, the routing will be determined by the pretrained routing model and customer provided model routing preference. */\nexport declare interface GenerationConfigRoutingConfigAutoRoutingMode {\n  /** The model routing preference. */\n  modelRoutingPreference?:\n    | 'UNKNOWN'\n    | 'PRIORITIZE_QUALITY'\n    | 'BALANCED'\n    | 'PRIORITIZE_COST';\n}\n\n/** When manual routing is set, the specified model will be used directly. */\nexport declare interface GenerationConfigRoutingConfigManualRoutingMode {\n  /** The model name to use. Only the public LLM models are accepted. e.g. 'gemini-1.5-pro-001'. */\n  modelName?: string;\n}\n\n/** The configuration for routing the request to a specific model. */\nexport declare interface GenerationConfigRoutingConfig {\n  /** Automated routing. */\n  autoMode?: GenerationConfigRoutingConfigAutoRoutingMode;\n  /** Manual routing. */\n  manualMode?: GenerationConfigRoutingConfigManualRoutingMode;\n}\n\n/** Optional model configuration parameters.\n\n  For more information, see `Content generation parameters\n  <https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters>`_.\n   */\nexport declare interface GenerateContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Instructions for the model to steer it toward better performance.\n      For example, \"Answer as concisely as possible\" or \"Don't use technical\n      terms in your response\".\n       */\n  systemInstruction?: ContentUnion;\n  /** Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n       */\n  temperature?: number;\n  /** Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n       */\n  topP?: number;\n  /** For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n       */\n  topK?: number;\n  /** Number of response variations to return.\n   */\n  candidateCount?: number;\n  /** Maximum number of tokens that can be generated in the response.\n   */\n  maxOutputTokens?: number;\n  /** List of strings that tells the model to stop generating text if one\n      of the strings is encountered in the response.\n       */\n  stopSequences?: string[];\n  /** Whether to return the log probabilities of the tokens that were\n      chosen by the model at each step.\n       */\n  responseLogprobs?: boolean;\n  /** Number of top candidate tokens to return the log probabilities for\n      at each generation step.\n       */\n  logprobs?: number;\n  /** Positive values penalize tokens that already appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n       */\n  presencePenalty?: number;\n  /** Positive values penalize tokens that repeatedly appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n       */\n  frequencyPenalty?: number;\n  /** When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n       */\n  seed?: number;\n  /** Output response mimetype of the generated candidate text.\n      Supported mimetype:\n        - `text/plain`: (default) Text output.\n        - `application/json`: JSON response in the candidates.\n      The model needs to be prompted to output the appropriate response type,\n      otherwise the behavior is undefined.\n      This is a preview feature.\n       */\n  responseMimeType?: string;\n  /** The `Schema` object allows the definition of input and output data types.\n      These types can be objects, but also primitives and arrays.\n      Represents a select subset of an [OpenAPI 3.0 schema\n      object](https://spec.openapis.org/oas/v3.0.3#schema).\n      If set, a compatible response_mime_type must also be set.\n      Compatible mimetypes: `application/json`: Schema for JSON response.\n       */\n  responseSchema?: SchemaUnion;\n  /** Configuration for model router requests.\n   */\n  routingConfig?: GenerationConfigRoutingConfig;\n  /** Configuration for model selection.\n   */\n  modelSelectionConfig?: ModelSelectionConfig;\n  /** Safety settings in the request to block unsafe content in the\n      response.\n       */\n  safetySettings?: SafetySetting[];\n  /** Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n       */\n  tools?: ToolListUnion;\n  /** Associates model output to a specific function call.\n   */\n  toolConfig?: ToolConfig;\n  /** Labels with user-defined metadata to break down billed charges. */\n  labels?: Record<string, string>;\n  /** Resource name of a context cache that can be used in subsequent\n      requests.\n       */\n  cachedContent?: string;\n  /** The requested modalities of the response. Represents the set of\n      modalities that the model can return.\n       */\n  responseModalities?: string[];\n  /** If specified, the media resolution specified will be used.\n   */\n  mediaResolution?: MediaResolution;\n  /** The speech generation configuration.\n   */\n  speechConfig?: SpeechConfigUnion;\n  /** If enabled, audio timestamp will be included in the request to the\n       model.\n       */\n  audioTimestamp?: boolean;\n  /** The configuration for automatic function calling.\n   */\n  automaticFunctionCalling?: AutomaticFunctionCallingConfig;\n  /** The thinking features configuration.\n   */\n  thinkingConfig?: ThinkingConfig;\n}\n\n/** Config for models.generate_content parameters. */\nexport declare interface GenerateContentParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Content of the request.\n   */\n  contents: ContentListUnion;\n  /** Configuration that contains optional model parameters.\n   */\n  config?: GenerateContentConfig;\n}\n\n/** Represents a whole or partial calendar date, such as a birthday. The time of day and time zone are either specified elsewhere or are insignificant. The date is relative to the Gregorian Calendar. This can represent one of the following: * A full date, with non-zero year, month, and day values. * A month and day, with a zero year (for example, an anniversary). * A year on its own, with a zero month and a zero day. * A year and month, with a zero day (for example, a credit card expiration date). Related types: * google.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp */\nexport declare interface GoogleTypeDate {\n  /** Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn't significant. */\n  day?: number;\n  /** Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day. */\n  month?: number;\n  /** Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year. */\n  year?: number;\n}\n\n/** Source attributions for content. */\nexport declare interface Citation {\n  /** Output only. End index into the content. */\n  endIndex?: number;\n  /** Output only. License of the attribution. */\n  license?: string;\n  /** Output only. Publication date of the attribution. */\n  publicationDate?: GoogleTypeDate;\n  /** Output only. Start index into the content. */\n  startIndex?: number;\n  /** Output only. Title of the attribution. */\n  title?: string;\n  /** Output only. Url reference of the attribution. */\n  uri?: string;\n}\n\n/** Citation information when the model quotes another source. */\nexport declare interface CitationMetadata {\n  /** Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n       */\n  citations?: Citation[];\n}\n\n/** Context for a single url retrieval. */\nexport declare interface UrlMetadata {\n  /** The URL retrieved by the tool. */\n  retrievedUrl?: string;\n  /** Status of the url retrieval. */\n  urlRetrievalStatus?: UrlRetrievalStatus;\n}\n\n/** Metadata related to url context retrieval tool. */\nexport declare interface UrlContextMetadata {\n  /** List of url context. */\n  urlMetadata?: UrlMetadata[];\n}\n\n/** Chunk from context retrieved by the retrieval tools. */\nexport declare interface GroundingChunkRetrievedContext {\n  /** Text of the attribution. */\n  text?: string;\n  /** Title of the attribution. */\n  title?: string;\n  /** URI reference of the attribution. */\n  uri?: string;\n}\n\n/** Chunk from the web. */\nexport declare interface GroundingChunkWeb {\n  /** Domain of the (original) URI. */\n  domain?: string;\n  /** Title of the chunk. */\n  title?: string;\n  /** URI reference of the chunk. */\n  uri?: string;\n}\n\n/** Grounding chunk. */\nexport declare interface GroundingChunk {\n  /** Grounding chunk from context retrieved by the retrieval tools. */\n  retrievedContext?: GroundingChunkRetrievedContext;\n  /** Grounding chunk from the web. */\n  web?: GroundingChunkWeb;\n}\n\n/** Segment of the content. */\nexport declare interface Segment {\n  /** Output only. End index in the given Part, measured in bytes. Offset from the start of the Part, exclusive, starting at zero. */\n  endIndex?: number;\n  /** Output only. The index of a Part object within its parent Content object. */\n  partIndex?: number;\n  /** Output only. Start index in the given Part, measured in bytes. Offset from the start of the Part, inclusive, starting at zero. */\n  startIndex?: number;\n  /** Output only. The text corresponding to the segment from the response. */\n  text?: string;\n}\n\n/** Grounding support. */\nexport declare interface GroundingSupport {\n  /** Confidence score of the support references. Ranges from 0 to 1. 1 is the most confident. This list must have the same size as the grounding_chunk_indices. */\n  confidenceScores?: number[];\n  /** A list of indices (into 'grounding_chunk') specifying the citations associated with the claim. For instance [1,3,4] means that grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the retrieved content attributed to the claim. */\n  groundingChunkIndices?: number[];\n  /** Segment of the content this support belongs to. */\n  segment?: Segment;\n}\n\n/** Metadata related to retrieval in the grounding flow. */\nexport declare interface RetrievalMetadata {\n  /** Optional. Score indicating how likely information from Google Search could help answer the prompt. The score is in the range `[0, 1]`, where 0 is the least likely and 1 is the most likely. This score is only populated when Google Search grounding and dynamic retrieval is enabled. It will be compared to the threshold to determine whether to trigger Google Search. */\n  googleSearchDynamicRetrievalScore?: number;\n}\n\n/** Google search entry point. */\nexport declare interface SearchEntryPoint {\n  /** Optional. Web content snippet that can be embedded in a web page or an app webview. */\n  renderedContent?: string;\n  /** Optional. Base64 encoded JSON representing array of tuple. */\n  sdkBlob?: string;\n}\n\n/** Metadata returned to client when grounding is enabled. */\nexport declare interface GroundingMetadata {\n  /** List of supporting references retrieved from specified grounding source. */\n  groundingChunks?: GroundingChunk[];\n  /** Optional. List of grounding support. */\n  groundingSupports?: GroundingSupport[];\n  /** Optional. Output only. Retrieval metadata. */\n  retrievalMetadata?: RetrievalMetadata;\n  /** Optional. Queries executed by the retrieval tools. */\n  retrievalQueries?: string[];\n  /** Optional. Google search entry for the following-up web searches. */\n  searchEntryPoint?: SearchEntryPoint;\n  /** Optional. Web search queries for the following-up web search. */\n  webSearchQueries?: string[];\n}\n\n/** Candidate for the logprobs token and score. */\nexport declare interface LogprobsResultCandidate {\n  /** The candidate's log probability. */\n  logProbability?: number;\n  /** The candidate's token string value. */\n  token?: string;\n  /** The candidate's token id value. */\n  tokenId?: number;\n}\n\n/** Candidates with top log probabilities at each decoding step. */\nexport declare interface LogprobsResultTopCandidates {\n  /** Sorted by log probability in descending order. */\n  candidates?: LogprobsResultCandidate[];\n}\n\n/** Logprobs Result */\nexport declare interface LogprobsResult {\n  /** Length = total number of decoding steps. The chosen candidates may or may not be in top_candidates. */\n  chosenCandidates?: LogprobsResultCandidate[];\n  /** Length = total number of decoding steps. */\n  topCandidates?: LogprobsResultTopCandidates[];\n}\n\n/** Safety rating corresponding to the generated content. */\nexport declare interface SafetyRating {\n  /** Output only. Indicates whether the content was filtered out because of this rating. */\n  blocked?: boolean;\n  /** Output only. Harm category. */\n  category?: HarmCategory;\n  /** Output only. Harm probability levels in the content. */\n  probability?: HarmProbability;\n  /** Output only. Harm probability score. */\n  probabilityScore?: number;\n  /** Output only. Harm severity levels in the content. */\n  severity?: HarmSeverity;\n  /** Output only. Harm severity score. */\n  severityScore?: number;\n}\n\n/** A response candidate generated from the model. */\nexport declare interface Candidate {\n  /** Contains the multi-part content of the response.\n   */\n  content?: Content;\n  /** Source attribution of the generated content.\n   */\n  citationMetadata?: CitationMetadata;\n  /** Describes the reason the model stopped generating tokens.\n   */\n  finishMessage?: string;\n  /** Number of tokens for this candidate.\n   */\n  tokenCount?: number;\n  /** The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n       */\n  finishReason?: FinishReason;\n  /** Metadata related to url context retrieval tool. */\n  urlContextMetadata?: UrlContextMetadata;\n  /** Output only. Average log probability score of the candidate. */\n  avgLogprobs?: number;\n  /** Output only. Metadata specifies sources used to ground generated content. */\n  groundingMetadata?: GroundingMetadata;\n  /** Output only. Index of the candidate. */\n  index?: number;\n  /** Output only. Log-likelihood scores for the response tokens and top tokens */\n  logprobsResult?: LogprobsResult;\n  /** Output only. List of ratings for the safety of a response candidate. There is at most one rating per category. */\n  safetyRatings?: SafetyRating[];\n}\n\n/** Content filter results for a prompt sent in the request. */\nexport class GenerateContentResponsePromptFeedback {\n  /** Output only. Blocked reason. */\n  blockReason?: BlockedReason;\n  /** Output only. A readable block reason message. */\n  blockReasonMessage?: string;\n  /** Output only. Safety ratings. */\n  safetyRatings?: SafetyRating[];\n}\n\n/** Represents token counting info for a single modality. */\nexport declare interface ModalityTokenCount {\n  /** The modality associated with this token count. */\n  modality?: MediaModality;\n  /** Number of tokens. */\n  tokenCount?: number;\n}\n\n/** Usage metadata about response(s). */\nexport class GenerateContentResponseUsageMetadata {\n  /** Output only. List of modalities of the cached content in the request input. */\n  cacheTokensDetails?: ModalityTokenCount[];\n  /** Output only. Number of tokens in the cached part in the input (the cached content). */\n  cachedContentTokenCount?: number;\n  /** Number of tokens in the response(s). */\n  candidatesTokenCount?: number;\n  /** Output only. List of modalities that were returned in the response. */\n  candidatesTokensDetails?: ModalityTokenCount[];\n  /** Number of tokens in the request. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content. */\n  promptTokenCount?: number;\n  /** Output only. List of modalities that were processed in the request input. */\n  promptTokensDetails?: ModalityTokenCount[];\n  /** Output only. Number of tokens present in thoughts output. */\n  thoughtsTokenCount?: number;\n  /** Output only. Number of tokens present in tool-use prompt(s). */\n  toolUsePromptTokenCount?: number;\n  /** Output only. List of modalities that were processed for tool-use request inputs. */\n  toolUsePromptTokensDetails?: ModalityTokenCount[];\n  /** Total token count for prompt, response candidates, and tool-use prompts (if present). */\n  totalTokenCount?: number;\n  /** Output only. Traffic type. This shows whether a request consumes Pay-As-You-Go or Provisioned Throughput quota. */\n  trafficType?: TrafficType;\n}\n\n/** Response message for PredictionService.GenerateContent. */\nexport class GenerateContentResponse {\n  /** Response variations returned by the model.\n   */\n  candidates?: Candidate[];\n  /** Timestamp when the request is made to the server.\n   */\n  createTime?: string;\n  /** Identifier for each response.\n   */\n  responseId?: string;\n  /** The history of automatic function calling.\n   */\n  automaticFunctionCallingHistory?: Content[];\n  /** Output only. The model version used to generate the response. */\n  modelVersion?: string;\n  /** Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations. */\n  promptFeedback?: GenerateContentResponsePromptFeedback;\n  /** Usage metadata about the response(s). */\n  usageMetadata?: GenerateContentResponseUsageMetadata;\n  /**\n   * Returns the concatenation of all text parts from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the text from the first\n   * one will be returned.\n   * If there are non-text parts in the response, the concatenation of all text\n   * parts will be returned, and a warning will be logged.\n   * If there are thought parts in the response, the concatenation of all text\n   * parts excluding the thought parts will be returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'Why is the sky blue?',\n   * });\n   *\n   * console.debug(response.text);\n   * ```\n   */\n  get text(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning text from the first one.',\n      );\n    }\n    let text = '';\n    let anyTextPartText = false;\n    const nonTextParts = [];\n    for (const part of this.candidates?.[0]?.content?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'text' &&\n          fieldName !== 'thought' &&\n          (fieldValue !== null || fieldValue !== undefined)\n        ) {\n          nonTextParts.push(fieldName);\n        }\n      }\n      if (typeof part.text === 'string') {\n        if (typeof part.thought === 'boolean' && part.thought) {\n          continue;\n        }\n        anyTextPartText = true;\n        text += part.text;\n      }\n    }\n    if (nonTextParts.length > 0) {\n      console.warn(\n        `there are non-text parts ${nonTextParts} in the response, returning concatenation of all text parts. Please refer to the non text parts for a full response from model.`,\n      );\n    }\n    // part.text === '' is different from part.text is null\n    return anyTextPartText ? text : undefined;\n  }\n\n  /**\n   * Returns the concatenation of all inline data parts from the first candidate\n   * in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the inline data from the\n   * first one will be returned. If there are non-inline data parts in the\n   * response, the concatenation of all inline data parts will be returned, and\n   * a warning will be logged.\n   */\n  get data(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning data from the first one.',\n      );\n    }\n    let data = '';\n    const nonDataParts = [];\n    for (const part of this.candidates?.[0]?.content?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'inlineData' &&\n          (fieldValue !== null || fieldValue !== undefined)\n        ) {\n          nonDataParts.push(fieldName);\n        }\n      }\n      if (part.inlineData && typeof part.inlineData.data === 'string') {\n        data += atob(part.inlineData.data);\n      }\n    }\n    if (nonDataParts.length > 0) {\n      console.warn(\n        `there are non-data parts ${nonDataParts} in the response, returning concatenation of all data parts. Please refer to the non data parts for a full response from model.`,\n      );\n    }\n    return data.length > 0 ? btoa(data) : undefined;\n  }\n\n  /**\n   * Returns the function calls from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the function calls from\n   * the first one will be returned.\n   * If there are no function calls in the response, undefined will be returned.\n   *\n   * @example\n   * ```ts\n   * const controlLightFunctionDeclaration: FunctionDeclaration = {\n   *   name: 'controlLight',\n   *   parameters: {\n   *   type: Type.OBJECT,\n   *   description: 'Set the brightness and color temperature of a room light.',\n   *   properties: {\n   *     brightness: {\n   *       type: Type.NUMBER,\n   *       description:\n   *         'Light level from 0 to 100. Zero is off and 100 is full brightness.',\n   *     },\n   *     colorTemperature: {\n   *       type: Type.STRING,\n   *       description:\n   *         'Color temperature of the light fixture which can be `daylight`, `cool` or `warm`.',\n   *     },\n   *   },\n   *   required: ['brightness', 'colorTemperature'],\n   *  };\n   *  const response = await ai.models.generateContent({\n   *     model: 'gemini-2.0-flash',\n   *     contents: 'Dim the lights so the room feels cozy and warm.',\n   *     config: {\n   *       tools: [{functionDeclarations: [controlLightFunctionDeclaration]}],\n   *       toolConfig: {\n   *         functionCallingConfig: {\n   *           mode: FunctionCallingConfigMode.ANY,\n   *           allowedFunctionNames: ['controlLight'],\n   *         },\n   *       },\n   *     },\n   *   });\n   *  console.debug(JSON.stringify(response.functionCalls));\n   * ```\n   */\n  get functionCalls(): FunctionCall[] | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning function calls from the first one.',\n      );\n    }\n    const functionCalls = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.functionCall)\n      .map((part) => part.functionCall)\n      .filter(\n        (functionCall): functionCall is FunctionCall =>\n          functionCall !== undefined,\n      );\n    if (functionCalls?.length === 0) {\n      return undefined;\n    }\n    return functionCalls;\n  }\n  /**\n   * Returns the first executable code from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the executable code from\n   * the first one will be returned.\n   * If there are no executable code in the response, undefined will be\n   * returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'What is the sum of the first 50 prime numbers? Generate and run code for the calculation, and make sure you get all 50.'\n   *   config: {\n   *     tools: [{codeExecution: {}}],\n   *   },\n   * });\n   *\n   * console.debug(response.executableCode);\n   * ```\n   */\n  get executableCode(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning executable code from the first one.',\n      );\n    }\n    const executableCode = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.executableCode)\n      .map((part) => part.executableCode)\n      .filter(\n        (executableCode): executableCode is ExecutableCode =>\n          executableCode !== undefined,\n      );\n    if (executableCode?.length === 0) {\n      return undefined;\n    }\n\n    return executableCode?.[0]?.code;\n  }\n  /**\n   * Returns the first code execution result from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the code execution result from\n   * the first one will be returned.\n   * If there are no code execution result in the response, undefined will be returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'What is the sum of the first 50 prime numbers? Generate and run code for the calculation, and make sure you get all 50.'\n   *   config: {\n   *     tools: [{codeExecution: {}}],\n   *   },\n   * });\n   *\n   * console.debug(response.codeExecutionResult);\n   * ```\n   */\n  get codeExecutionResult(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning code execution result from the first one.',\n      );\n    }\n    const codeExecutionResult = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.codeExecutionResult)\n      .map((part) => part.codeExecutionResult)\n      .filter(\n        (codeExecutionResult): codeExecutionResult is CodeExecutionResult =>\n          codeExecutionResult !== undefined,\n      );\n    if (codeExecutionResult?.length === 0) {\n      return undefined;\n    }\n    return codeExecutionResult?.[0]?.output;\n  }\n}\n\nexport type ReferenceImage =\n  | RawReferenceImage\n  | MaskReferenceImage\n  | ControlReferenceImage\n  | StyleReferenceImage\n  | SubjectReferenceImage;\n\n/** Parameters for the request to edit an image. */\nexport declare interface EditImageParameters {\n  /** The model to use. */\n  model: string;\n  /** A text description of the edit to apply to the image. */\n  prompt: string;\n  /** The reference images for Imagen 3 editing. */\n  referenceImages: ReferenceImage[];\n  /** Configuration for editing. */\n  config?: EditImageConfig;\n}\n\n/** Optional parameters for the embed_content method. */\nexport declare interface EmbedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Type of task for which the embedding will be used.\n   */\n  taskType?: string;\n  /** Title for the text. Only applicable when TaskType is\n      `RETRIEVAL_DOCUMENT`.\n       */\n  title?: string;\n  /** Reduced dimension for the output embedding. If set,\n      excessive values in the output embedding are truncated from the end.\n      Supported by newer models since 2024 only. You cannot set this value if\n      using the earlier model (`models/embedding-001`).\n       */\n  outputDimensionality?: number;\n  /** Vertex API only. The MIME type of the input.\n   */\n  mimeType?: string;\n  /** Vertex API only. Whether to silently truncate inputs longer than\n      the max sequence length. If this option is set to false, oversized inputs\n      will lead to an INVALID_ARGUMENT error, similar to other text APIs.\n       */\n  autoTruncate?: boolean;\n}\n\n/** Parameters for the embed_content method. */\nexport declare interface EmbedContentParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** The content to embed. Only the `parts.text` fields will be counted.\n   */\n  contents: ContentListUnion;\n  /** Configuration that contains optional parameters.\n   */\n  config?: EmbedContentConfig;\n}\n\n/** Statistics of the input text associated with the result of content embedding. */\nexport declare interface ContentEmbeddingStatistics {\n  /** Vertex API only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n       */\n  truncated?: boolean;\n  /** Vertex API only. Number of tokens of the input text.\n   */\n  tokenCount?: number;\n}\n\n/** The embedding generated from an input content. */\nexport declare interface ContentEmbedding {\n  /** A list of floats representing an embedding.\n   */\n  values?: number[];\n  /** Vertex API only. Statistics of the input text associated with this\n      embedding.\n       */\n  statistics?: ContentEmbeddingStatistics;\n}\n\n/** Request-level metadata for the Vertex Embed Content API. */\nexport declare interface EmbedContentMetadata {\n  /** Vertex API only. The total number of billable characters included\n      in the request.\n       */\n  billableCharacterCount?: number;\n}\n\n/** Response for the embed_content method. */\nexport class EmbedContentResponse {\n  /** The embeddings for each request, in the same order as provided in\n      the batch request.\n       */\n  embeddings?: ContentEmbedding[];\n  /** Vertex API only. Metadata about the request.\n   */\n  metadata?: EmbedContentMetadata;\n}\n\n/** The config for generating an images. */\nexport declare interface GenerateImagesConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage URI used to store the generated images.\n   */\n  outputGcsUri?: string;\n  /** Description of what to discourage in the generated images.\n   */\n  negativePrompt?: string;\n  /** Number of images to generate.\n   */\n  numberOfImages?: number;\n  /** Aspect ratio of the generated images.\n   */\n  aspectRatio?: string;\n  /** Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.\n       */\n  guidanceScale?: number;\n  /** Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.\n       */\n  seed?: number;\n  /** Filter level for safety filtering.\n   */\n  safetyFilterLevel?: SafetyFilterLevel;\n  /** Allows generation of people by the model.\n   */\n  personGeneration?: PersonGeneration;\n  /** Whether to report the safety scores of each generated image and\n      the positive prompt in the response.\n       */\n  includeSafetyAttributes?: boolean;\n  /** Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.\n       */\n  includeRaiReason?: boolean;\n  /** Language of the text in the prompt.\n   */\n  language?: ImagePromptLanguage;\n  /** MIME type of the generated image.\n   */\n  outputMimeType?: string;\n  /** Compression quality of the generated image (for ``image/jpeg``\n      only).\n       */\n  outputCompressionQuality?: number;\n  /** Whether to add a watermark to the generated images.\n   */\n  addWatermark?: boolean;\n  /** Whether to use the prompt rewriting logic.\n   */\n  enhancePrompt?: boolean;\n}\n\n/** The parameters for generating images. */\nexport declare interface GenerateImagesParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Text prompt that typically describes the images to output.\n   */\n  prompt: string;\n  /** Configuration for generating images.\n   */\n  config?: GenerateImagesConfig;\n}\n\n/** An image. */\nexport declare interface Image {\n  /** The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.\n       */\n  gcsUri?: string;\n  /** The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.\n       */\n  imageBytes?: string;\n  /** The MIME type of the image. */\n  mimeType?: string;\n}\n\n/** Safety attributes of a GeneratedImage or the user-provided prompt. */\nexport declare interface SafetyAttributes {\n  /** List of RAI categories.\n   */\n  categories?: string[];\n  /** List of scores of each categories.\n   */\n  scores?: number[];\n  /** Internal use only.\n   */\n  contentType?: string;\n}\n\n/** An output image. */\nexport declare interface GeneratedImage {\n  /** The output image data.\n   */\n  image?: Image;\n  /** Responsible AI filter reason if the image is filtered out of the\n      response.\n       */\n  raiFilteredReason?: string;\n  /** Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.\n       */\n  safetyAttributes?: SafetyAttributes;\n  /** The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.\n       */\n  enhancedPrompt?: string;\n}\n\n/** The output images response. */\nexport class GenerateImagesResponse {\n  /** List of generated images.\n   */\n  generatedImages?: GeneratedImage[];\n  /** Safety attributes of the positive prompt. Only populated if\n      ``include_safety_attributes`` is set to True.\n       */\n  positivePromptSafetyAttributes?: SafetyAttributes;\n}\n\n/** Configuration for a Mask reference image. */\nexport declare interface MaskReferenceConfig {\n  /** Prompts the model to generate a mask instead of you needing to\n      provide one (unless MASK_MODE_USER_PROVIDED is used). */\n  maskMode?: MaskReferenceMode;\n  /** A list of up to 5 class ids to use for semantic segmentation.\n      Automatically creates an image mask based on specific objects. */\n  segmentationClasses?: number[];\n  /** Dilation percentage of the mask provided.\n      Float between 0 and 1. */\n  maskDilation?: number;\n}\n\n/** Configuration for a Control reference image. */\nexport declare interface ControlReferenceConfig {\n  /** The type of control reference image to use. */\n  controlType?: ControlReferenceType;\n  /** Defaults to False. When set to True, the control image will be\n      computed by the model based on the control type. When set to False,\n      the control image must be provided by the user. */\n  enableControlImageComputation?: boolean;\n}\n\n/** Configuration for a Style reference image. */\nexport declare interface StyleReferenceConfig {\n  /** A text description of the style to use for the generated image. */\n  styleDescription?: string;\n}\n\n/** Configuration for a Subject reference image. */\nexport declare interface SubjectReferenceConfig {\n  /** The subject type of a subject reference image. */\n  subjectType?: SubjectReferenceType;\n  /** Subject description for the image. */\n  subjectDescription?: string;\n}\n\n/** Configuration for editing an image. */\nexport declare interface EditImageConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage URI used to store the generated images.\n   */\n  outputGcsUri?: string;\n  /** Description of what to discourage in the generated images.\n   */\n  negativePrompt?: string;\n  /** Number of images to generate.\n   */\n  numberOfImages?: number;\n  /** Aspect ratio of the generated images.\n   */\n  aspectRatio?: string;\n  /** Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.\n       */\n  guidanceScale?: number;\n  /** Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.\n       */\n  seed?: number;\n  /** Filter level for safety filtering.\n   */\n  safetyFilterLevel?: SafetyFilterLevel;\n  /** Allows generation of people by the model.\n   */\n  personGeneration?: PersonGeneration;\n  /** Whether to report the safety scores of each generated image and\n      the positive prompt in the response.\n       */\n  includeSafetyAttributes?: boolean;\n  /** Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.\n       */\n  includeRaiReason?: boolean;\n  /** Language of the text in the prompt.\n   */\n  language?: ImagePromptLanguage;\n  /** MIME type of the generated image.\n   */\n  outputMimeType?: string;\n  /** Compression quality of the generated image (for ``image/jpeg``\n      only).\n       */\n  outputCompressionQuality?: number;\n  /** Describes the editing mode for the request. */\n  editMode?: EditMode;\n  /** The number of sampling steps. A higher value has better image\n      quality, while a lower value has better latency. */\n  baseSteps?: number;\n}\n\n/** Response for the request to edit an image. */\nexport class EditImageResponse {\n  /** Generated images. */\n  generatedImages?: GeneratedImage[];\n}\n\nexport class UpscaleImageResponse {\n  /** Generated images. */\n  generatedImages?: GeneratedImage[];\n}\n\n/** Optional parameters for models.get method. */\nexport declare interface GetModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\nexport declare interface GetModelParameters {\n  model: string;\n  /** Optional parameters for the request. */\n  config?: GetModelConfig;\n}\n\n/** An endpoint where you deploy models. */\nexport declare interface Endpoint {\n  /** Resource name of the endpoint. */\n  name?: string;\n  /** ID of the model that's deployed to the endpoint. */\n  deployedModelId?: string;\n}\n\n/** A tuned machine learning model. */\nexport declare interface TunedModelInfo {\n  /** ID of the base model that you want to tune. */\n  baseModel?: string;\n  /** Date and time when the base model was created. */\n  createTime?: string;\n  /** Date and time when the base model was last updated. */\n  updateTime?: string;\n}\n\n/** Describes the machine learning model version checkpoint. */\nexport declare interface Checkpoint {\n  /** The ID of the checkpoint.\n   */\n  checkpointId?: string;\n  /** The epoch of the checkpoint.\n   */\n  epoch?: string;\n  /** The step of the checkpoint.\n   */\n  step?: string;\n}\n\n/** A trained machine learning model. */\nexport declare interface Model {\n  /** Resource name of the model. */\n  name?: string;\n  /** Display name of the model. */\n  displayName?: string;\n  /** Description of the model. */\n  description?: string;\n  /** Version ID of the model. A new version is committed when a new\n      model version is uploaded or trained under an existing model ID. The\n      version ID is an auto-incrementing decimal number in string\n      representation. */\n  version?: string;\n  /** List of deployed models created from this base model. Note that a\n      model could have been deployed to endpoints in different locations. */\n  endpoints?: Endpoint[];\n  /** Labels with user-defined metadata to organize your models. */\n  labels?: Record<string, string>;\n  /** Information about the tuned model from the base model. */\n  tunedModelInfo?: TunedModelInfo;\n  /** The maximum number of input tokens that the model can handle. */\n  inputTokenLimit?: number;\n  /** The maximum number of output tokens that the model can generate. */\n  outputTokenLimit?: number;\n  /** List of actions that are supported by the model. */\n  supportedActions?: string[];\n  /** The default checkpoint id of a model version.\n   */\n  defaultCheckpointId?: string;\n  /** The checkpoints of the model. */\n  checkpoints?: Checkpoint[];\n}\n\nexport declare interface ListModelsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n  filter?: string;\n  /** Set true to list base models, false to list tuned models. */\n  queryBase?: boolean;\n}\n\nexport declare interface ListModelsParameters {\n  config?: ListModelsConfig;\n}\n\nexport class ListModelsResponse {\n  nextPageToken?: string;\n  models?: Model[];\n}\n\n/** Configuration for updating a tuned model. */\nexport declare interface UpdateModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  displayName?: string;\n  description?: string;\n  defaultCheckpointId?: string;\n}\n\n/** Configuration for updating a tuned model. */\nexport declare interface UpdateModelParameters {\n  model: string;\n  config?: UpdateModelConfig;\n}\n\n/** Configuration for deleting a tuned model. */\nexport declare interface DeleteModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for deleting a tuned model. */\nexport declare interface DeleteModelParameters {\n  model: string;\n  /** Optional parameters for the request. */\n  config?: DeleteModelConfig;\n}\n\nexport class DeleteModelResponse {}\n\n/** Generation config. */\nexport declare interface GenerationConfig {\n  /** Optional. If enabled, audio timestamp will be included in the request to the model. */\n  audioTimestamp?: boolean;\n  /** Optional. Number of candidates to generate. */\n  candidateCount?: number;\n  /** Optional. Frequency penalties. */\n  frequencyPenalty?: number;\n  /** Optional. Logit probabilities. */\n  logprobs?: number;\n  /** Optional. The maximum number of output tokens to generate per message. */\n  maxOutputTokens?: number;\n  /** Optional. If specified, the media resolution specified will be used. */\n  mediaResolution?: MediaResolution;\n  /** Optional. Positive penalties. */\n  presencePenalty?: number;\n  /** Optional. If true, export the logprobs results in response. */\n  responseLogprobs?: boolean;\n  /** Optional. Output response mimetype of the generated candidate text. Supported mimetype: - `text/plain`: (default) Text output. - `application/json`: JSON response in the candidates. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. This is a preview feature. */\n  responseMimeType?: string;\n  /** Optional. The `Schema` object allows the definition of input and output data types. These types can be objects, but also primitives and arrays. Represents a select subset of an [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema). If set, a compatible response_mime_type must also be set. Compatible mimetypes: `application/json`: Schema for JSON response. */\n  responseSchema?: Schema;\n  /** Optional. Routing configuration. */\n  routingConfig?: GenerationConfigRoutingConfig;\n  /** Optional. Seed. */\n  seed?: number;\n  /** Optional. Stop sequences. */\n  stopSequences?: string[];\n  /** Optional. Controls the randomness of predictions. */\n  temperature?: number;\n  /** Optional. If specified, top-k sampling will be used. */\n  topK?: number;\n  /** Optional. If specified, nucleus sampling will be used. */\n  topP?: number;\n}\n\n/** Config for the count_tokens method. */\nexport declare interface CountTokensConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Instructions for the model to steer it toward better performance.\n   */\n  systemInstruction?: ContentUnion;\n  /** Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n       */\n  tools?: Tool[];\n  /** Configuration that the model uses to generate the response. Not\n      supported by the Gemini Developer API.\n       */\n  generationConfig?: GenerationConfig;\n}\n\n/** Parameters for counting tokens. */\nexport declare interface CountTokensParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Input content. */\n  contents: ContentListUnion;\n  /** Configuration for counting tokens. */\n  config?: CountTokensConfig;\n}\n\n/** Response for counting tokens. */\nexport class CountTokensResponse {\n  /** Total number of tokens. */\n  totalTokens?: number;\n  /** Number of tokens in the cached part of the prompt (the cached content). */\n  cachedContentTokenCount?: number;\n}\n\n/** Optional parameters for computing tokens. */\nexport declare interface ComputeTokensConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for computing tokens. */\nexport declare interface ComputeTokensParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Input content. */\n  contents: ContentListUnion;\n  /** Optional parameters for the request.\n   */\n  config?: ComputeTokensConfig;\n}\n\n/** Tokens info with a list of tokens and the corresponding list of token ids. */\nexport declare interface TokensInfo {\n  /** Optional. Optional fields for the role from the corresponding Content. */\n  role?: string;\n  /** A list of token ids from the input. */\n  tokenIds?: string[];\n  /** A list of tokens from the input. */\n  tokens?: string[];\n}\n\n/** Response for computing tokens. */\nexport class ComputeTokensResponse {\n  /** Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances. */\n  tokensInfo?: TokensInfo[];\n}\n\n/** Configuration for generating videos. */\nexport declare interface GenerateVideosConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Number of output videos. */\n  numberOfVideos?: number;\n  /** The gcs bucket where to save the generated videos. */\n  outputGcsUri?: string;\n  /** Frames per second for video generation. */\n  fps?: number;\n  /** Duration of the clip for video generation in seconds. */\n  durationSeconds?: number;\n  /** The RNG seed. If RNG seed is exactly same for each request with unchanged inputs, the prediction results will be consistent. Otherwise, a random RNG seed will be used each time to produce a different result. */\n  seed?: number;\n  /** The aspect ratio for the generated video. 16:9 (landscape) and 9:16 (portrait) are supported. */\n  aspectRatio?: string;\n  /** The resolution for the generated video. 1280x720, 1920x1080 are supported. */\n  resolution?: string;\n  /** Whether allow to generate person videos, and restrict to specific ages. Supported values are: dont_allow, allow_adult. */\n  personGeneration?: string;\n  /** The pubsub topic where to publish the video generation progress. */\n  pubsubTopic?: string;\n  /** Optional field in addition to the text content. Negative prompts can be explicitly stated here to help generate the video. */\n  negativePrompt?: string;\n  /** Whether to use the prompt rewriting logic. */\n  enhancePrompt?: boolean;\n}\n\n/** Class that represents the parameters for generating an image. */\nexport declare interface GenerateVideosParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** The text prompt for generating the videos. Optional for image to video use cases. */\n  prompt?: string;\n  /** The input image for generating the videos.\n      Optional if prompt is provided. */\n  image?: Image;\n  /** Configuration for generating videos. */\n  config?: GenerateVideosConfig;\n}\n\n/** A generated video. */\nexport declare interface Video {\n  /** Path to another storage. */\n  uri?: string;\n  /** Video bytes. */\n  videoBytes?: string;\n  /** Video encoding, for example \"video/mp4\". */\n  mimeType?: string;\n}\n\n/** A generated video. */\nexport declare interface GeneratedVideo {\n  /** The output video */\n  video?: Video;\n}\n\n/** Response with generated videos. */\nexport class GenerateVideosResponse {\n  /** List of the generated videos */\n  generatedVideos?: GeneratedVideo[];\n  /** Returns if any videos were filtered due to RAI policies. */\n  raiMediaFilteredCount?: number;\n  /** Returns rai failure reasons if any. */\n  raiMediaFilteredReasons?: string[];\n}\n\n/** A video generation operation. */\nexport declare interface GenerateVideosOperation {\n  /** The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`. */\n  name?: string;\n  /** Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any. */\n  metadata?: Record<string, unknown>;\n  /** If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available. */\n  done?: boolean;\n  /** The error result of the operation in case of failure or cancellation. */\n  error?: Record<string, unknown>;\n  /** The generated videos. */\n  response?: GenerateVideosResponse;\n}\n\n/** Optional parameters for tunings.get method. */\nexport declare interface GetTuningJobConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the get method. */\nexport declare interface GetTuningJobParameters {\n  name: string;\n  /** Optional parameters for the request. */\n  config?: GetTuningJobConfig;\n}\n\n/** TunedModelCheckpoint for the Tuned Model of a Tuning Job. */\nexport declare interface TunedModelCheckpoint {\n  /** The ID of the checkpoint.\n   */\n  checkpointId?: string;\n  /** The epoch of the checkpoint.\n   */\n  epoch?: string;\n  /** The step of the checkpoint.\n   */\n  step?: string;\n  /** The Endpoint resource name that the checkpoint is deployed to.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n       */\n  endpoint?: string;\n}\n\nexport declare interface TunedModel {\n  /** Output only. The resource name of the TunedModel. Format: `projects/{project}/locations/{location}/models/{model}`. */\n  model?: string;\n  /** Output only. A resource name of an Endpoint. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`. */\n  endpoint?: string;\n  /** The checkpoints associated with this TunedModel.\n      This field is only populated for tuning jobs that enable intermediate\n      checkpoints. */\n  checkpoints?: TunedModelCheckpoint[];\n}\n\n/** The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by [gRPC](https://github.com/grpc). Each `Status` message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the [API Design Guide](https://cloud.google.com/apis/design/errors). */\nexport declare interface GoogleRpcStatus {\n  /** The status code, which should be an enum value of google.rpc.Code. */\n  code?: number;\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  details?: Record<string, unknown>[];\n  /** A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client. */\n  message?: string;\n}\n\n/** Hyperparameters for SFT. */\nexport declare interface SupervisedHyperParameters {\n  /** Optional. Adapter size for tuning. */\n  adapterSize?: AdapterSize;\n  /** Optional. Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: string;\n  /** Optional. Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n}\n\n/** Tuning Spec for Supervised Tuning for first party models. */\nexport declare interface SupervisedTuningSpec {\n  /** Optional. Hyperparameters for SFT. */\n  hyperParameters?: SupervisedHyperParameters;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n  /** Optional. If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. */\n  exportLastCheckpointOnly?: boolean;\n}\n\n/** Dataset bucket used to create a histogram for the distribution given a population of values. */\nexport declare interface DatasetDistributionDistributionBucket {\n  /** Output only. Number of values in the bucket. */\n  count?: string;\n  /** Output only. Left bound of the bucket. */\n  left?: number;\n  /** Output only. Right bound of the bucket. */\n  right?: number;\n}\n\n/** Distribution computed over a tuning dataset. */\nexport declare interface DatasetDistribution {\n  /** Output only. Defines the histogram bucket. */\n  buckets?: DatasetDistributionDistributionBucket[];\n  /** Output only. The maximum of the population values. */\n  max?: number;\n  /** Output only. The arithmetic mean of the values in the population. */\n  mean?: number;\n  /** Output only. The median of the values in the population. */\n  median?: number;\n  /** Output only. The minimum of the population values. */\n  min?: number;\n  /** Output only. The 5th percentile of the values in the population. */\n  p5?: number;\n  /** Output only. The 95th percentile of the values in the population. */\n  p95?: number;\n  /** Output only. Sum of a given population of values. */\n  sum?: number;\n}\n\n/** Statistics computed over a tuning dataset. */\nexport declare interface DatasetStats {\n  /** Output only. Number of billable characters in the tuning dataset. */\n  totalBillableCharacterCount?: string;\n  /** Output only. Number of tuning characters in the tuning dataset. */\n  totalTuningCharacterCount?: string;\n  /** Output only. Number of examples in the tuning dataset. */\n  tuningDatasetExampleCount?: string;\n  /** Output only. Number of tuning steps for this Tuning Job. */\n  tuningStepCount?: string;\n  /** Output only. Sample user messages in the training dataset uri. */\n  userDatasetExamples?: Content[];\n  /** Output only. Dataset distributions for the user input tokens. */\n  userInputTokenDistribution?: DatasetDistribution;\n  /** Output only. Dataset distributions for the messages per example. */\n  userMessagePerExampleDistribution?: DatasetDistribution;\n  /** Output only. Dataset distributions for the user output tokens. */\n  userOutputTokenDistribution?: DatasetDistribution;\n}\n\n/** Statistics computed for datasets used for distillation. */\nexport declare interface DistillationDataStats {\n  /** Output only. Statistics computed for the training dataset. */\n  trainingDatasetStats?: DatasetStats;\n}\n\n/** Dataset bucket used to create a histogram for the distribution given a population of values. */\nexport declare interface SupervisedTuningDatasetDistributionDatasetBucket {\n  /** Output only. Number of values in the bucket. */\n  count?: number;\n  /** Output only. Left bound of the bucket. */\n  left?: number;\n  /** Output only. Right bound of the bucket. */\n  right?: number;\n}\n\n/** Dataset distribution for Supervised Tuning. */\nexport declare interface SupervisedTuningDatasetDistribution {\n  /** Output only. Sum of a given population of values that are billable. */\n  billableSum?: string;\n  /** Output only. Defines the histogram bucket. */\n  buckets?: SupervisedTuningDatasetDistributionDatasetBucket[];\n  /** Output only. The maximum of the population values. */\n  max?: number;\n  /** Output only. The arithmetic mean of the values in the population. */\n  mean?: number;\n  /** Output only. The median of the values in the population. */\n  median?: number;\n  /** Output only. The minimum of the population values. */\n  min?: number;\n  /** Output only. The 5th percentile of the values in the population. */\n  p5?: number;\n  /** Output only. The 95th percentile of the values in the population. */\n  p95?: number;\n  /** Output only. Sum of a given population of values. */\n  sum?: string;\n}\n\n/** Tuning data statistics for Supervised Tuning. */\nexport declare interface SupervisedTuningDataStats {\n  /** Output only. Number of billable characters in the tuning dataset. */\n  totalBillableCharacterCount?: string;\n  /** Output only. Number of billable tokens in the tuning dataset. */\n  totalBillableTokenCount?: string;\n  /** The number of examples in the dataset that have been truncated by any amount. */\n  totalTruncatedExampleCount?: string;\n  /** Output only. Number of tuning characters in the tuning dataset. */\n  totalTuningCharacterCount?: string;\n  /** A partial sample of the indices (starting from 1) of the truncated examples. */\n  truncatedExampleIndices?: string[];\n  /** Output only. Number of examples in the tuning dataset. */\n  tuningDatasetExampleCount?: string;\n  /** Output only. Number of tuning steps for this Tuning Job. */\n  tuningStepCount?: string;\n  /** Output only. Sample user messages in the training dataset uri. */\n  userDatasetExamples?: Content[];\n  /** Output only. Dataset distributions for the user input tokens. */\n  userInputTokenDistribution?: SupervisedTuningDatasetDistribution;\n  /** Output only. Dataset distributions for the messages per example. */\n  userMessagePerExampleDistribution?: SupervisedTuningDatasetDistribution;\n  /** Output only. Dataset distributions for the user output tokens. */\n  userOutputTokenDistribution?: SupervisedTuningDatasetDistribution;\n}\n\n/** The tuning data statistic values for TuningJob. */\nexport declare interface TuningDataStats {\n  /** Output only. Statistics for distillation. */\n  distillationDataStats?: DistillationDataStats;\n  /** The SFT Tuning data stats. */\n  supervisedTuningDataStats?: SupervisedTuningDataStats;\n}\n\n/** Represents a customer-managed encryption key spec that can be applied to a top-level resource. */\nexport declare interface EncryptionSpec {\n  /** Required. The Cloud KMS resource identifier of the customer managed encryption key used to protect a resource. Has the form: `projects/my-project/locations/my-region/keyRings/my-kr/cryptoKeys/my-key`. The key needs to be in the same region as where the compute resource is created. */\n  kmsKeyName?: string;\n}\n\n/** Tuning spec for Partner models. */\nexport declare interface PartnerModelTuningSpec {\n  /** Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model. */\n  hyperParameters?: Record<string, unknown>;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n}\n\n/** Hyperparameters for Distillation. */\nexport declare interface DistillationHyperParameters {\n  /** Optional. Adapter size for distillation. */\n  adapterSize?: AdapterSize;\n  /** Optional. Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: string;\n  /** Optional. Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n}\n\n/** Tuning Spec for Distillation. */\nexport declare interface DistillationSpec {\n  /** The base teacher model that is being distilled, e.g., \"gemini-1.0-pro-002\". */\n  baseTeacherModel?: string;\n  /** Optional. Hyperparameters for Distillation. */\n  hyperParameters?: DistillationHyperParameters;\n  /** Required. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts. */\n  pipelineRootDirectory?: string;\n  /** The student model that is being tuned, e.g., \"google/gemma-2b-1.1-it\". */\n  studentModel?: string;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** The resource name of the Tuned teacher model. Format: `projects/{project}/locations/{location}/models/{model}`. */\n  tunedTeacherModelSource?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n}\n\n/** A tuning job. */\nexport declare interface TuningJob {\n  /** Output only. Identifier. Resource name of a TuningJob. Format: `projects/{project}/locations/{location}/tuningJobs/{tuning_job}` */\n  name?: string;\n  /** Output only. The detailed state of the job. */\n  state?: JobState;\n  /** Output only. Time when the TuningJob was created. */\n  createTime?: string;\n  /** Output only. Time when the TuningJob for the first time entered the `JOB_STATE_RUNNING` state. */\n  startTime?: string;\n  /** Output only. Time when the TuningJob entered any of the following JobStates: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`, `JOB_STATE_EXPIRED`. */\n  endTime?: string;\n  /** Output only. Time when the TuningJob was most recently updated. */\n  updateTime?: string;\n  /** Output only. Only populated when job's state is `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`. */\n  error?: GoogleRpcStatus;\n  /** Optional. The description of the TuningJob. */\n  description?: string;\n  /** The base model that is being tuned, e.g., \"gemini-1.0-pro-002\". . */\n  baseModel?: string;\n  /** Output only. The tuned model resources associated with this TuningJob. */\n  tunedModel?: TunedModel;\n  /** Tuning Spec for Supervised Fine Tuning. */\n  supervisedTuningSpec?: SupervisedTuningSpec;\n  /** Output only. The tuning data statistics associated with this TuningJob. */\n  tuningDataStats?: TuningDataStats;\n  /** Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with the provided encryption key. */\n  encryptionSpec?: EncryptionSpec;\n  /** Tuning Spec for open sourced and third party Partner models. */\n  partnerModelTuningSpec?: PartnerModelTuningSpec;\n  /** Tuning Spec for Distillation. */\n  distillationSpec?: DistillationSpec;\n  /** Output only. The Experiment associated with this TuningJob. */\n  experiment?: string;\n  /** Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. */\n  labels?: Record<string, string>;\n  /** Output only. The resource name of the PipelineJob associated with the TuningJob. Format: `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`. */\n  pipelineJob?: string;\n  /** Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters. */\n  tunedModelDisplayName?: string;\n}\n\n/** Configuration for the list tuning jobs method. */\nexport declare interface ListTuningJobsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n  filter?: string;\n}\n\n/** Parameters for the list tuning jobs method. */\nexport declare interface ListTuningJobsParameters {\n  config?: ListTuningJobsConfig;\n}\n\n/** Response for the list tuning jobs method. */\nexport class ListTuningJobsResponse {\n  /** A token to retrieve the next page of results. Pass to ListTuningJobsRequest.page_token to obtain that page. */\n  nextPageToken?: string;\n  /** List of TuningJobs in the requested page. */\n  tuningJobs?: TuningJob[];\n}\n\nexport declare interface TuningExample {\n  /** Text model input. */\n  textInput?: string;\n  /** The expected model output. */\n  output?: string;\n}\n\n/** Supervised fine-tuning training dataset. */\nexport declare interface TuningDataset {\n  /** GCS URI of the file containing training dataset in JSONL format. */\n  gcsUri?: string;\n  /** Inline examples with simple input/output text. */\n  examples?: TuningExample[];\n}\n\nexport declare interface TuningValidationDataset {\n  /** GCS URI of the file containing validation dataset in JSONL format. */\n  gcsUri?: string;\n}\n\n/** Supervised fine-tuning job creation request - optional fields. */\nexport declare interface CreateTuningJobConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDataset?: TuningValidationDataset;\n  /** The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters. */\n  tunedModelDisplayName?: string;\n  /** The description of the TuningJob */\n  description?: string;\n  /** Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: number;\n  /** Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n  /** If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for SFT. */\n  exportLastCheckpointOnly?: boolean;\n  /** Adapter size for tuning. */\n  adapterSize?: AdapterSize;\n  /** The batch size hyperparameter for tuning. If not set, a default of 4 or 16 will be used based on the number of training examples. */\n  batchSize?: number;\n  /** The learning rate hyperparameter for tuning. If not set, a default of 0.001 or 0.0002 will be calculated based on the number of training examples. */\n  learningRate?: number;\n}\n\n/** Supervised fine-tuning job creation parameters - optional fields. */\nexport declare interface CreateTuningJobParameters {\n  /** The base model that is being tuned, e.g., \"gemini-1.0-pro-002\". */\n  baseModel: string;\n  /** Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDataset: TuningDataset;\n  /** Configuration for the tuning job. */\n  config?: CreateTuningJobConfig;\n}\n\n/** A long-running operation. */\nexport declare interface Operation {\n  /** The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`. */\n  name?: string;\n  /** Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any. */\n  metadata?: Record<string, unknown>;\n  /** If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available. */\n  done?: boolean;\n  /** The error result of the operation in case of failure or cancellation. */\n  error?: Record<string, unknown>;\n}\n\n/** Optional configuration for cached content creation. */\nexport declare interface CreateCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by 's'. Example: \"3.5s\". */\n  ttl?: string;\n  /** Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z. */\n  expireTime?: string;\n  /** The user-generated meaningful display name of the cached content.\n   */\n  displayName?: string;\n  /** The content to cache.\n   */\n  contents?: ContentListUnion;\n  /** Developer set system instruction.\n   */\n  systemInstruction?: ContentUnion;\n  /** A list of `Tools` the model may use to generate the next response.\n   */\n  tools?: Tool[];\n  /** Configuration for the tools to use. This config is shared for all tools.\n   */\n  toolConfig?: ToolConfig;\n  /** The Cloud KMS resource identifier of the customer managed\n      encryption key used to protect a resource.\n      The key needs to be in the same region as where the compute resource is\n      created. See\n      https://cloud.google.com/vertex-ai/docs/general/cmek for more\n      details. If this is set, then all created CachedContent objects\n      will be encrypted with the provided encryption key.\n      Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}\n       */\n  kmsKeyName?: string;\n}\n\n/** Parameters for caches.create method. */\nexport declare interface CreateCachedContentParameters {\n  /** ID of the model to use. Example: gemini-2.0-flash */\n  model: string;\n  /** Configuration that contains optional parameters.\n   */\n  config?: CreateCachedContentConfig;\n}\n\n/** Metadata on the usage of the cached content. */\nexport declare interface CachedContentUsageMetadata {\n  /** Duration of audio in seconds. */\n  audioDurationSeconds?: number;\n  /** Number of images. */\n  imageCount?: number;\n  /** Number of text characters. */\n  textCount?: number;\n  /** Total number of tokens that the cached content consumes. */\n  totalTokenCount?: number;\n  /** Duration of video in seconds. */\n  videoDurationSeconds?: number;\n}\n\n/** A resource used in LLM queries for users to explicitly specify what to cache. */\nexport declare interface CachedContent {\n  /** The server-generated resource name of the cached content. */\n  name?: string;\n  /** The user-generated meaningful display name of the cached content. */\n  displayName?: string;\n  /** The name of the publisher model to use for cached content. */\n  model?: string;\n  /** Creation time of the cache entry. */\n  createTime?: string;\n  /** When the cache entry was last updated in UTC time. */\n  updateTime?: string;\n  /** Expiration time of the cached content. */\n  expireTime?: string;\n  /** Metadata on the usage of the cached content. */\n  usageMetadata?: CachedContentUsageMetadata;\n}\n\n/** Optional parameters for caches.get method. */\nexport declare interface GetCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for caches.get method. */\nexport declare interface GetCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Optional parameters for the request.\n   */\n  config?: GetCachedContentConfig;\n}\n\n/** Optional parameters for caches.delete method. */\nexport declare interface DeleteCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for caches.delete method. */\nexport declare interface DeleteCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Optional parameters for the request.\n   */\n  config?: DeleteCachedContentConfig;\n}\n\n/** Empty response for caches.delete method. */\nexport class DeleteCachedContentResponse {}\n\n/** Optional parameters for caches.update method. */\nexport declare interface UpdateCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by 's'. Example: \"3.5s\". */\n  ttl?: string;\n  /** Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z. */\n  expireTime?: string;\n}\n\nexport declare interface UpdateCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Configuration that contains optional parameters.\n   */\n  config?: UpdateCachedContentConfig;\n}\n\n/** Config for caches.list method. */\nexport declare interface ListCachedContentsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n}\n\n/** Parameters for caches.list method. */\nexport declare interface ListCachedContentsParameters {\n  /** Configuration that contains optional parameters.\n   */\n  config?: ListCachedContentsConfig;\n}\n\nexport class ListCachedContentsResponse {\n  nextPageToken?: string;\n  /** List of cached contents.\n   */\n  cachedContents?: CachedContent[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface ListFilesConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n}\n\n/** Generates the parameters for the list method. */\nexport declare interface ListFilesParameters {\n  /** Used to override the default configuration. */\n  config?: ListFilesConfig;\n}\n\n/** Status of a File that uses a common error model. */\nexport declare interface FileStatus {\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  details?: Record<string, unknown>[];\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  message?: string;\n  /** The status code. 0 for OK, 1 for CANCELLED */\n  code?: number;\n}\n\n/** A file uploaded to the API. */\nexport declare interface File {\n  /** The `File` resource name. The ID (name excluding the \"files/\" prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456` */\n  name?: string;\n  /** Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: 'Welcome Image' */\n  displayName?: string;\n  /** Output only. MIME type of the file. */\n  mimeType?: string;\n  /** Output only. Size of the file in bytes. */\n  sizeBytes?: string;\n  /** Output only. The timestamp of when the `File` was created. */\n  createTime?: string;\n  /** Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire. */\n  expirationTime?: string;\n  /** Output only. The timestamp of when the `File` was last updated. */\n  updateTime?: string;\n  /** Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format. */\n  sha256Hash?: string;\n  /** Output only. The URI of the `File`. */\n  uri?: string;\n  /** Output only. The URI of the `File`, only set for downloadable (generated) files. */\n  downloadUri?: string;\n  /** Output only. Processing state of the File. */\n  state?: FileState;\n  /** Output only. The source of the `File`. */\n  source?: FileSource;\n  /** Output only. Metadata for a video. */\n  videoMetadata?: Record<string, unknown>;\n  /** Output only. Error status if File processing failed. */\n  error?: FileStatus;\n}\n\n/** Response for the list files method. */\nexport class ListFilesResponse {\n  /** A token to retrieve next page of results. */\n  nextPageToken?: string;\n  /** The list of files. */\n  files?: File[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface CreateFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the private _create method. */\nexport declare interface CreateFileParameters {\n  /** The file to be uploaded.\n            mime_type: (Required) The MIME type of the file. Must be provided.\n            name: (Optional) The name of the file in the destination (e.g.\n            'files/sample-image').\n            display_name: (Optional) The display name of the file.\n       */\n  file: File;\n  /** Used to override the default configuration. */\n  config?: CreateFileConfig;\n}\n\n/** A wrapper class for the http response. */\nexport class HttpResponse {\n  /** Used to retain the processed HTTP headers in the response. */\n  headers?: Record<string, string>;\n  /**\n   * The original http response.\n   */\n  responseInternal: Response;\n\n  constructor(response: Response) {\n    // Process the headers.\n    const headers: Record<string, string> = {};\n    for (const pair of response.headers.entries()) {\n      headers[pair[0]] = pair[1];\n    }\n    this.headers = headers;\n\n    // Keep the original response.\n    this.responseInternal = response;\n  }\n\n  json(): Promise<unknown> {\n    return this.responseInternal.json();\n  }\n}\n\n/** Callbacks for the live API. */\nexport interface LiveCallbacks {\n  /**\n   * Called when the websocket connection is established.\n   */\n  onopen?: (() => void) | null;\n  /**\n   * Called when a message is received from the server.\n   */\n  onmessage: (e: LiveServerMessage) => void;\n  /**\n   * Called when an error occurs.\n   */\n  onerror?: ((e: ErrorEvent) => void) | null;\n  /**\n   * Called when the websocket connection is closed.\n   */\n  onclose?: ((e: CloseEvent) => void) | null;\n}\n\n/** Response for the create file method. */\nexport class CreateFileResponse {\n  /** Used to retain the full HTTP response. */\n  sdkHttpResponse?: HttpResponse;\n}\n\n/** Used to override the default configuration. */\nexport declare interface GetFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the get method. */\nexport declare interface GetFileParameters {\n  /** The name identifier for the file to retrieve. */\n  name: string;\n  /** Used to override the default configuration. */\n  config?: GetFileConfig;\n}\n\n/** Used to override the default configuration. */\nexport declare interface DeleteFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the get method. */\nexport declare interface DeleteFileParameters {\n  /** The name identifier for the file to be deleted. */\n  name: string;\n  /** Used to override the default configuration. */\n  config?: DeleteFileConfig;\n}\n\n/** Response for the delete file method. */\nexport class DeleteFileResponse {}\n\nexport declare interface GetOperationConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the GET method. */\nexport declare interface GetOperationParameters {\n  /** The server-assigned name for the operation. */\n  operationName: string;\n  /** Used to override the default configuration. */\n  config?: GetOperationConfig;\n}\n\nexport declare interface FetchPredictOperationConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the fetchPredictOperation method. */\nexport declare interface FetchPredictOperationParameters {\n  /** The server-assigned name for the operation. */\n  operationName: string;\n  resourceName: string;\n  /** Used to override the default configuration. */\n  config?: FetchPredictOperationConfig;\n}\n\nexport declare interface TestTableItem {\n  /** The name of the test. This is used to derive the replay id. */\n  name?: string;\n  /** The parameters to the test. Use pydantic models. */\n  parameters?: Record<string, unknown>;\n  /** Expects an exception for MLDev matching the string. */\n  exceptionIfMldev?: string;\n  /** Expects an exception for Vertex matching the string. */\n  exceptionIfVertex?: string;\n  /** Use if you don't want to use the default replay id which is derived from the test name. */\n  overrideReplayId?: string;\n  /** True if the parameters contain an unsupported union type. This test  will be skipped for languages that do not support the union type. */\n  hasUnion?: boolean;\n  /** When set to a reason string, this test will be skipped in the API mode. Use this flag for tests that can not be reproduced with the real API. E.g. a test that deletes a resource. */\n  skipInApiMode?: string;\n  /** Keys to ignore when comparing the request and response. This is useful for tests that are not deterministic. */\n  ignoreKeys?: string[];\n}\n\nexport declare interface TestTableFile {\n  comment?: string;\n  testMethod?: string;\n  parameterNames?: string[];\n  testTable?: TestTableItem[];\n}\n\n/** Represents a single request in a replay. */\nexport declare interface ReplayRequest {\n  method?: string;\n  url?: string;\n  headers?: Record<string, string>;\n  bodySegments?: Record<string, unknown>[];\n}\n\n/** Represents a single response in a replay. */\nexport class ReplayResponse {\n  statusCode?: number;\n  headers?: Record<string, string>;\n  bodySegments?: Record<string, unknown>[];\n  sdkResponseSegments?: Record<string, unknown>[];\n}\n\n/** Represents a single interaction, request and response in a replay. */\nexport declare interface ReplayInteraction {\n  request?: ReplayRequest;\n  response?: ReplayResponse;\n}\n\n/** Represents a recorded session. */\nexport declare interface ReplayFile {\n  replayId?: string;\n  interactions?: ReplayInteraction[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface UploadFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The name of the file in the destination (e.g., 'files/sample-image'. If not provided one will be generated. */\n  name?: string;\n  /** mime_type: The MIME type of the file. If not provided, it will be inferred from the file extension. */\n  mimeType?: string;\n  /** Optional display name of the file. */\n  displayName?: string;\n}\n\n/** Used to override the default configuration. */\nexport declare interface DownloadFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters used to download a file. */\nexport declare interface DownloadFileParameters {\n  /** The file to download. It can be a file name, a file object or a generated video. */\n  file: DownloadableFileUnion;\n  /** Location where the file should be downloaded to. */\n  downloadPath: string;\n  /** Configuration to for the download operation. */\n  config?: DownloadFileConfig;\n}\n\n/** Configuration for upscaling an image.\n\n  For more information on this configuration, refer to\n  the `Imagen API reference documentation\n  <https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/imagen-api>`_.\n   */\nexport declare interface UpscaleImageConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Whether to include a reason for filtered-out images in the\n      response. */\n  includeRaiReason?: boolean;\n  /** The image format that the output should be saved as. */\n  outputMimeType?: string;\n  /** The level of compression if the ``output_mime_type`` is\n      ``image/jpeg``. */\n  outputCompressionQuality?: number;\n}\n\n/** User-facing config UpscaleImageParameters. */\nexport declare interface UpscaleImageParameters {\n  /** The model to use. */\n  model: string;\n  /** The input image to upscale. */\n  image: Image;\n  /** The factor to upscale the image (x2 or x4). */\n  upscaleFactor: string;\n  /** Configuration for upscaling. */\n  config?: UpscaleImageConfig;\n}\n\n/** A raw reference image.\n\n  A raw reference image represents the base image to edit, provided by the user.\n  It can optionally be provided in addition to a mask reference image or\n  a style reference image.\n   */\nexport class RawReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_RAW',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A mask reference image.\n\n  This encapsulates either a mask image provided by the user and configs for\n  the user provided mask, or only config parameters for the model to generate\n  a mask.\n\n  A mask image is an image whose non-zero values indicate where to edit the base\n  image. If the user provides a mask image, the mask must be in the same\n  dimensions as the raw image.\n   */\nexport class MaskReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the mask reference image. */\n  config?: MaskReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_MASK',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      maskImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A control reference image.\n\n  The image of the control reference image is either a control image provided\n  by the user, or a regular image which the backend will use to generate a\n  control image of. In the case of the latter, the\n  enable_control_image_computation field in the config should be set to True.\n\n  A control image is an image that represents a sketch image of areas for the\n  model to fill in based on the prompt.\n   */\nexport class ControlReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the control reference image. */\n  config?: ControlReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_CONTROL',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      controlImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A style reference image.\n\n  This encapsulates a style reference image provided by the user, and\n  additionally optional config parameters for the style reference image.\n\n  A raw reference image can also be provided as a destination for the style to\n  be applied to.\n   */\nexport class StyleReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the style reference image. */\n  config?: StyleReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_STYLE',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      styleImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A subject reference image.\n\n  This encapsulates a subject reference image provided by the user, and\n  additionally optional config parameters for the subject reference image.\n\n  A raw reference image can also be provided as a destination for the subject to\n  be applied to.\n   */\nexport class SubjectReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the subject reference image. */\n  config?: SubjectReferenceConfig;\n  /* Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_SUBJECT',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      subjectImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\nexport /** Sent in response to a `LiveGenerateContentSetup` message from the client. */\ndeclare interface LiveServerSetupComplete {}\n\n/** Audio transcription in Server Conent. */\nexport declare interface Transcription {\n  /** Transcription text.\n   */\n  text?: string;\n  /** The bool indicates the end of the transcription.\n   */\n  finished?: boolean;\n}\n\n/** Incremental server update generated by the model in response to client messages.\n\n  Content is generated as quickly as possible, and not in real time. Clients\n  may choose to buffer and play it out in real time.\n   */\nexport declare interface LiveServerContent {\n  /** The content that the model has generated as part of the current conversation with the user. */\n  modelTurn?: Content;\n  /** If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside `content`, indicating that the `content` is the last in the turn. */\n  turnComplete?: boolean;\n  /** If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue. */\n  interrupted?: boolean;\n  /** Metadata returned to client when grounding is enabled. */\n  groundingMetadata?: GroundingMetadata;\n  /** If true, indicates that the model is done generating. When model is\n      interrupted while generating there will be no generation_complete message\n      in interrupted turn, it will go through interrupted > turn_complete.\n      When model assumes realtime playback there will be delay between\n      generation_complete and turn_complete that is caused by model\n      waiting for playback to finish. If true, indicates that the model\n      has finished generating all content. This is a signal to the client\n      that it can stop sending messages. */\n  generationComplete?: boolean;\n  /** Input transcription. The transcription is independent to the model\n      turn which means it doesn’t imply any ordering between transcription and\n      model turn. */\n  inputTranscription?: Transcription;\n  /** Output transcription. The transcription is independent to the model\n      turn which means it doesn’t imply any ordering between transcription and\n      model turn.\n       */\n  outputTranscription?: Transcription;\n  /** Metadata related to url context retrieval tool. */\n  urlContextMetadata?: UrlContextMetadata;\n}\n\n/** Request for the client to execute the `function_calls` and return the responses with the matching `id`s. */\nexport declare interface LiveServerToolCall {\n  /** The function call to be executed. */\n  functionCalls?: FunctionCall[];\n}\n\n/** Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.\n\n  If there were side-effects to those tool calls, clients may attempt to undo\n  the tool calls. This message occurs only in cases where the clients interrupt\n  server turns.\n   */\nexport declare interface LiveServerToolCallCancellation {\n  /** The ids of the tool calls to be cancelled. */\n  ids?: string[];\n}\n\n/** Usage metadata about response(s). */\nexport declare interface UsageMetadata {\n  /** Number of tokens in the prompt. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content. */\n  promptTokenCount?: number;\n  /** Number of tokens in the cached part of the prompt (the cached content). */\n  cachedContentTokenCount?: number;\n  /** Total number of tokens across all the generated response candidates. */\n  responseTokenCount?: number;\n  /** Number of tokens present in tool-use prompt(s). */\n  toolUsePromptTokenCount?: number;\n  /** Number of tokens of thoughts for thinking models. */\n  thoughtsTokenCount?: number;\n  /** Total token count for prompt, response candidates, and tool-use prompts(if present). */\n  totalTokenCount?: number;\n  /** List of modalities that were processed in the request input. */\n  promptTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were processed in the cache input. */\n  cacheTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were returned in the response. */\n  responseTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were processed in the tool-use prompt. */\n  toolUsePromptTokensDetails?: ModalityTokenCount[];\n  /** Traffic type. This shows whether a request consumes Pay-As-You-Go\n or Provisioned Throughput quota. */\n  trafficType?: TrafficType;\n}\n\n/** Server will not be able to service client soon. */\nexport declare interface LiveServerGoAway {\n  /** The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model. */\n  timeLeft?: string;\n}\n\n/** Update of the session resumption state.\n\n  Only sent if `session_resumption` was set in the connection config.\n   */\nexport declare interface LiveServerSessionResumptionUpdate {\n  /** New handle that represents state that can be resumed. Empty if `resumable`=false. */\n  newHandle?: string;\n  /** True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss. */\n  resumable?: boolean;\n  /** Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResmumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames arelikely not needed. */\n  lastConsumedClientMessageIndex?: string;\n}\n\n/** Response message for API call. */\nexport class LiveServerMessage {\n  /** Sent in response to a `LiveClientSetup` message from the client. */\n  setupComplete?: LiveServerSetupComplete;\n  /** Content generated by the model in response to client messages. */\n  serverContent?: LiveServerContent;\n  /** Request for the client to execute the `function_calls` and return the responses with the matching `id`s. */\n  toolCall?: LiveServerToolCall;\n  /** Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled. */\n  toolCallCancellation?: LiveServerToolCallCancellation;\n  /** Usage metadata about model response(s). */\n  usageMetadata?: UsageMetadata;\n  /** Server will disconnect soon. */\n  goAway?: LiveServerGoAway;\n  /** Update of the session resumption state. */\n  sessionResumptionUpdate?: LiveServerSessionResumptionUpdate;\n  /**\n   * Returns the concatenation of all text parts from the server content if present.\n   *\n   * @remarks\n   * If there are non-text parts in the response, the concatenation of all text\n   * parts will be returned, and a warning will be logged.\n   */\n  get text(): string | undefined {\n    let text = '';\n    let anyTextPartFound = false;\n    const nonTextParts = [];\n    for (const part of this.serverContent?.modelTurn?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'text' &&\n          fieldName !== 'thought' &&\n          fieldValue !== null\n        ) {\n          nonTextParts.push(fieldName);\n        }\n      }\n      if (typeof part.text === 'string') {\n        if (typeof part.thought === 'boolean' && part.thought) {\n          continue;\n        }\n        anyTextPartFound = true;\n        text += part.text;\n      }\n    }\n    if (nonTextParts.length > 0) {\n      console.warn(\n        `there are non-text parts ${nonTextParts} in the response, returning concatenation of all text parts. Please refer to the non text parts for a full response from model.`,\n      );\n    }\n    // part.text === '' is different from part.text is null\n    return anyTextPartFound ? text : undefined;\n  }\n\n  /**\n   * Returns the concatenation of all inline data parts from the server content if present.\n   *\n   * @remarks\n   * If there are non-inline data parts in the\n   * response, the concatenation of all inline data parts will be returned, and\n   * a warning will be logged.\n   */\n  get data(): string | undefined {\n    let data = '';\n    const nonDataParts = [];\n    for (const part of this.serverContent?.modelTurn?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (fieldName !== 'inlineData' && fieldValue !== null) {\n          nonDataParts.push(fieldName);\n        }\n      }\n      if (part.inlineData && typeof part.inlineData.data === 'string') {\n        data += atob(part.inlineData.data);\n      }\n    }\n    if (nonDataParts.length > 0) {\n      console.warn(\n        `there are non-data parts ${nonDataParts} in the response, returning concatenation of all data parts. Please refer to the non data parts for a full response from model.`,\n      );\n    }\n    return data.length > 0 ? btoa(data) : undefined;\n  }\n}\n\n/** Configures automatic detection of activity. */\nexport declare interface AutomaticActivityDetection {\n  /** If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals. */\n  disabled?: boolean;\n  /** Determines how likely speech is to be detected. */\n  startOfSpeechSensitivity?: StartSensitivity;\n  /** Determines how likely detected speech is ended. */\n  endOfSpeechSensitivity?: EndSensitivity;\n  /** The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives. */\n  prefixPaddingMs?: number;\n  /** The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user's activity but this will increase the model's latency. */\n  silenceDurationMs?: number;\n}\n\n/** Marks the end of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface RealtimeInputConfig {\n  /** If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals. */\n  automaticActivityDetection?: AutomaticActivityDetection;\n  /** Defines what effect activity has. */\n  activityHandling?: ActivityHandling;\n  /** Defines which input is included in the user's turn. */\n  turnCoverage?: TurnCoverage;\n}\n\n/** Configuration of session resumption mechanism.\n\n  Included in `LiveConnectConfig.session_resumption`. If included server\n  will send `LiveServerSessionResumptionUpdate` messages.\n   */\nexport declare interface SessionResumptionConfig {\n  /** Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started. */\n  handle?: string;\n  /** If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections. */\n  transparent?: boolean;\n}\n\n/** Context window will be truncated by keeping only suffix of it.\n\n  Context window will always be cut at start of USER role turn. System\n  instructions and `BidiGenerateContentSetup.prefix_turns` will not be\n  subject to the sliding window mechanism, they will always stay at the\n  beginning of context window.\n   */\nexport declare interface SlidingWindow {\n  /** Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be < trigger_tokens. If not set, trigger_tokens/2 is assumed. */\n  targetTokens?: string;\n}\n\n/** Enables context window compression -- mechanism managing model context window so it does not exceed given length. */\nexport declare interface ContextWindowCompressionConfig {\n  /** Number of tokens (before running turn) that triggers context window compression mechanism. */\n  triggerTokens?: string;\n  /** Sliding window compression mechanism. */\n  slidingWindow?: SlidingWindow;\n}\n\n/** The audio transcription configuration in Setup. */\nexport declare interface AudioTranscriptionConfig {}\n\n/** Config for proactivity features. */\nexport declare interface ProactivityConfig {\n  /** If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet. */\n  proactiveAudio?: boolean;\n}\n\n/** Message contains configuration that will apply for the duration of the streaming session. */\nexport declare interface LiveClientSetup {\n  /** \n      The fully qualified name of the publisher model or tuned model endpoint to\n      use.\n       */\n  model?: string;\n  /** The generation configuration for the session.\n      Note: only a subset of fields are supported.\n       */\n  generationConfig?: GenerationConfig;\n  /** The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph. */\n  systemInstruction?: ContentUnion;\n  /**  A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model. */\n  tools?: ToolListUnion;\n  /** Configures the realtime input behavior in BidiGenerateContent. */\n  realtimeInputConfig?: RealtimeInputConfig;\n  /** Configures session resumption mechanism.\n\n          If included server will send SessionResumptionUpdate messages. */\n  sessionResumption?: SessionResumptionConfig;\n  /** Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length. */\n  contextWindowCompression?: ContextWindowCompressionConfig;\n  /** The transcription of the input aligns with the input audio language.\n   */\n  inputAudioTranscription?: AudioTranscriptionConfig;\n  /** The transcription of the output aligns with the language code\n      specified for the output audio.\n       */\n  outputAudioTranscription?: AudioTranscriptionConfig;\n  /** Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input. */\n  proactivity?: ProactivityConfig;\n}\n\n/** Incremental update of the current conversation delivered from the client.\n\n  All the content here will unconditionally be appended to the conversation\n  history and used as part of the prompt to the model to generate content.\n\n  A message here will interrupt any current model generation.\n   */\nexport declare interface LiveClientContent {\n  /** The content appended to the current conversation with the model.\n\n      For single-turn queries, this is a single instance. For multi-turn\n      queries, this is a repeated field that contains conversation history and\n      latest request.\n       */\n  turns?: Content[];\n  /** If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation. */\n  turnComplete?: boolean;\n}\n\n/** Marks the start of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface ActivityStart {}\n\n/** Marks the end of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface ActivityEnd {}\n\n/** User input that is sent in real time.\n\n  This is different from `LiveClientContent` in a few ways:\n\n    - Can be sent continuously without interruption to model generation.\n    - If there is a need to mix data interleaved across the\n      `LiveClientContent` and the `LiveClientRealtimeInput`, server attempts to\n      optimize for best response, but there are no guarantees.\n    - End of turn is not explicitly specified, but is rather derived from user\n      activity (for example, end of speech).\n    - Even before the end of turn, the data is processed incrementally\n      to optimize for a fast start of the response from the model.\n    - Is always assumed to be the user's input (cannot be used to populate\n      conversation history).\n   */\nexport declare interface LiveClientRealtimeInput {\n  /** Inlined bytes data for media input. */\n  mediaChunks?: Blob[];\n  /** The realtime audio input stream. */\n  audio?: Blob;\n  /** \nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n */\n  audioStreamEnd?: boolean;\n  /** The realtime video input stream. */\n  video?: Blob;\n  /** The realtime text input stream. */\n  text?: string;\n  /** Marks the start of user activity. */\n  activityStart?: ActivityStart;\n  /** Marks the end of user activity. */\n  activityEnd?: ActivityEnd;\n}\n\n/** Parameters for sending realtime input to the live API. */\nexport declare interface LiveSendRealtimeInputParameters {\n  /** Realtime input to send to the session. */\n  media?: BlobImageUnion;\n  /** The realtime audio input stream. */\n  audio?: Blob;\n  /** \nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n */\n  audioStreamEnd?: boolean;\n  /** The realtime video input stream. */\n  video?: BlobImageUnion;\n  /** The realtime text input stream. */\n  text?: string;\n  /** Marks the start of user activity. */\n  activityStart?: ActivityStart;\n  /** Marks the end of user activity. */\n  activityEnd?: ActivityEnd;\n}\n\n/** Client generated response to a `ToolCall` received from the server.\n\n  Individual `FunctionResponse` objects are matched to the respective\n  `FunctionCall` objects by the `id` field.\n\n  Note that in the unary and server-streaming GenerateContent APIs function\n  calling happens by exchanging the `Content` parts, while in the bidi\n  GenerateContent APIs function calling happens over this dedicated set of\n  messages.\n   */\nexport class LiveClientToolResponse {\n  /** The response to the function calls. */\n  functionResponses?: FunctionResponse[];\n}\n\n/** Messages sent by the client in the API call. */\nexport declare interface LiveClientMessage {\n  /** Message to be sent by the system when connecting to the API. SDK users should not send this message. */\n  setup?: LiveClientSetup;\n  /** Incremental update of the current conversation delivered from the client. */\n  clientContent?: LiveClientContent;\n  /** User input that is sent in real time. */\n  realtimeInput?: LiveClientRealtimeInput;\n  /** Response to a `ToolCallMessage` received from the server. */\n  toolResponse?: LiveClientToolResponse;\n}\n\n/** Session config for the API connection. */\nexport declare interface LiveConnectConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The generation configuration for the session. */\n  generationConfig?: GenerationConfig;\n  /** The requested modalities of the response. Represents the set of\n      modalities that the model can return. Defaults to AUDIO if not specified.\n       */\n  responseModalities?: Modality[];\n  /** Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n       */\n  temperature?: number;\n  /** Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n       */\n  topP?: number;\n  /** For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n       */\n  topK?: number;\n  /** Maximum number of tokens that can be generated in the response.\n   */\n  maxOutputTokens?: number;\n  /** If specified, the media resolution specified will be used.\n   */\n  mediaResolution?: MediaResolution;\n  /** When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n       */\n  seed?: number;\n  /** The speech generation configuration.\n   */\n  speechConfig?: SpeechConfig;\n  /** If enabled, the model will detect emotions and adapt its responses accordingly. */\n  enableAffectiveDialog?: boolean;\n  /** The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph. */\n  systemInstruction?: ContentUnion;\n  /** A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model. */\n  tools?: ToolListUnion;\n  /** Configures session resumption mechanism.\n\nIf included the server will send SessionResumptionUpdate messages. */\n  sessionResumption?: SessionResumptionConfig;\n  /** The transcription of the input aligns with the input audio language.\n   */\n  inputAudioTranscription?: AudioTranscriptionConfig;\n  /** The transcription of the output aligns with the language code\n      specified for the output audio.\n       */\n  outputAudioTranscription?: AudioTranscriptionConfig;\n  /** Configures the realtime input behavior in BidiGenerateContent. */\n  realtimeInputConfig?: RealtimeInputConfig;\n  /** Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length. */\n  contextWindowCompression?: ContextWindowCompressionConfig;\n  /** Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input. */\n  proactivity?: ProactivityConfig;\n}\n\n/** Parameters for connecting to the live API. */\nexport declare interface LiveConnectParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** callbacks */\n  callbacks: LiveCallbacks;\n  /** Optional configuration parameters for the request.\n   */\n  config?: LiveConnectConfig;\n}\n\n/** Parameters for initializing a new chat session.\n\n  These parameters are used when creating a chat session with the\n  `chats.create()` method.\n   */\nexport declare interface CreateChatParameters {\n  /** The name of the model to use for the chat session.\n\n      For example: 'gemini-2.0-flash', 'gemini-2.0-flash-lite', etc. See Gemini API\n      docs to find the available models.\n       */\n  model: string;\n  /** Config for the entire chat session.\n\n      This config applies to all requests within the session\n      unless overridden by a per-request `config` in `SendMessageParameters`.\n       */\n  config?: GenerateContentConfig;\n  /** The initial conversation history for the chat session.\n\n      This allows you to start the chat with a pre-existing history. The history\n      must be a list of `Content` alternating between 'user' and 'model' roles.\n      It should start with a 'user' message.\n       */\n  history?: Content[];\n}\n\n/** Parameters for sending a message within a chat session.\n\n  These parameters are used with the `chat.sendMessage()` method.\n   */\nexport declare interface SendMessageParameters {\n  /** The message to send to the model.\n\n      The SDK will combine all parts into a single 'user' content to send to\n      the model.\n       */\n  message: PartListUnion;\n  /**  Config for this specific request.\n\n      Please note that the per-request config does not change the chat level\n      config, nor inherit from it. If you intend to use some values from the\n      chat's default config, you must explicitly copy them into this per-request\n      config.\n       */\n  config?: GenerateContentConfig;\n}\n\n/** Parameters for sending client content to the live API. */\nexport declare interface LiveSendClientContentParameters {\n  /** Client content to send to the session. */\n  turns?: ContentListUnion;\n  /** If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation. */\n  turnComplete?: boolean;\n}\n\n/** Parameters for sending tool responses to the live API. */\nexport class LiveSendToolResponseParameters {\n  /** Tool responses to send to the session. */\n  functionResponses: FunctionResponse[] | FunctionResponse = [];\n}\n\n/** Message to be sent by the system when connecting to the API. */\nexport declare interface LiveMusicClientSetup {\n  /** The model's resource name. Format: `models/{model}`. */\n  model?: string;\n}\n\n/** Maps a prompt to a relative weight to steer music generation. */\nexport declare interface WeightedPrompt {\n  /** Text prompt. */\n  text?: string;\n  /** Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized. */\n  weight?: number;\n}\n\n/** User input to start or steer the music. */\nexport declare interface LiveMusicClientContent {\n  /** Weighted prompts as the model input. */\n  weightedPrompts?: WeightedPrompt[];\n}\n\n/** Configuration for music generation. */\nexport declare interface LiveMusicGenerationConfig {\n  /** Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0]. */\n  temperature?: number;\n  /** Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000]. */\n  topK?: number;\n  /** Seeds audio generation. If not set, the request uses a randomly\n      generated seed. */\n  seed?: number;\n  /** Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0]. */\n  guidance?: number;\n  /** Beats per minute. Range is [60, 200]. */\n  bpm?: number;\n  /** Density of sounds. Range is [0.0, 1.0]. */\n  density?: number;\n  /** Brightness of the music. Range is [0.0, 1.0]. */\n  brightness?: number;\n  /** Scale of the generated music. */\n  scale?: Scale;\n  /** Whether the audio output should contain bass. */\n  muteBass?: boolean;\n  /** Whether the audio output should contain drums. */\n  muteDrums?: boolean;\n  /** Whether the audio output should contain only bass and drums. */\n  onlyBassAndDrums?: boolean;\n  /** The mode of music generation. Default mode is QUALITY. */\n  musicGenerationMode?: MusicGenerationMode;\n}\n\n/** Messages sent by the client in the LiveMusicClientMessage call. */\nexport declare interface LiveMusicClientMessage {\n  /** Message to be sent in the first (and only in the first) `LiveMusicClientMessage`.\n      Clients should wait for a `LiveMusicSetupComplete` message before\n      sending any additional messages. */\n  setup?: LiveMusicClientSetup;\n  /** User input to influence music generation. */\n  clientContent?: LiveMusicClientContent;\n  /** Configuration for music generation. */\n  musicGenerationConfig?: LiveMusicGenerationConfig;\n  /** Playback control signal for the music generation. */\n  playbackControl?: LiveMusicPlaybackControl;\n}\n\n/** Sent in response to a `LiveMusicClientSetup` message from the client. */\nexport declare interface LiveMusicServerSetupComplete {}\n\n/** Prompts and config used for generating this audio chunk. */\nexport declare interface LiveMusicSourceMetadata {\n  /** Weighted prompts for generating this audio chunk. */\n  clientContent?: LiveMusicClientContent;\n  /** Music generation config for generating this audio chunk. */\n  musicGenerationConfig?: LiveMusicGenerationConfig;\n}\n\n/** Representation of an audio chunk. */\nexport declare interface AudioChunk {\n  /** Raw byets of audio data. */\n  data?: string;\n  /** MIME type of the audio chunk. */\n  mimeType?: string;\n  /** Prompts and config used for generating this audio chunk. */\n  sourceMetadata?: LiveMusicSourceMetadata;\n}\n\n/** Server update generated by the model in response to client messages.\n\n  Content is generated as quickly as possible, and not in real time.\n  Clients may choose to buffer and play it out in real time.\n   */\nexport declare interface LiveMusicServerContent {\n  /** The audio chunks that the model has generated. */\n  audioChunks?: AudioChunk[];\n}\n\n/** A prompt that was filtered with the reason. */\nexport declare interface LiveMusicFilteredPrompt {\n  /** The text prompt that was filtered. */\n  text?: string;\n  /** The reason the prompt was filtered. */\n  filteredReason?: string;\n}\n\n/** Response message for the LiveMusicClientMessage call. */\nexport class LiveMusicServerMessage {\n  /** Message sent in response to a `LiveMusicClientSetup` message from the client.\n      Clients should wait for this message before sending any additional messages. */\n  setupComplete?: LiveMusicServerSetupComplete;\n  /** Content generated by the model in response to client messages. */\n  serverContent?: LiveMusicServerContent;\n  /** A prompt that was filtered with the reason. */\n  filteredPrompt?: LiveMusicFilteredPrompt;\n  /**\n   * Returns the first audio chunk from the server content, if present.\n   *\n   * @remarks\n   * If there are no audio chunks in the response, undefined will be returned.\n   */\n  get audioChunk(): AudioChunk | undefined {\n    if (\n      this.serverContent &&\n      this.serverContent.audioChunks &&\n      this.serverContent.audioChunks.length > 0\n    ) {\n      return this.serverContent.audioChunks[0];\n    }\n    return undefined;\n  }\n}\n\n/** Callbacks for the realtime music API. */\nexport interface LiveMusicCallbacks {\n  /**\n   * Called when a message is received from the server.\n   */\n  onmessage: (e: LiveMusicServerMessage) => void;\n  /**\n   * Called when an error occurs.\n   */\n  onerror?: ((e: ErrorEvent) => void) | null;\n  /**\n   * Called when the websocket connection is closed.\n   */\n  onclose?: ((e: CloseEvent) => void) | null;\n}\n\n/** Parameters for the upload file method. */\nexport interface UploadFileParameters {\n  /** The string path to the file to be uploaded or a Blob object. */\n  file: string | globalThis.Blob;\n  /** Configuration that contains optional parameters. */\n  config?: UploadFileConfig;\n}\n\n/**\n * CallableTool is an invokable tool that can be executed with external\n * application (e.g., via Model Context Protocol) or local functions with\n * function calling.\n */\nexport interface CallableTool {\n  /**\n   * Returns tool that can be called by Gemini.\n   */\n  tool(): Promise<Tool>;\n  /**\n   * Executes the callable tool with the given function call arguments and\n   * returns the response parts from the tool execution.\n   */\n  callTool(functionCalls: FunctionCall[]): Promise<Part[]>;\n}\n\n/**\n * CallableToolConfig is the configuration for a callable tool.\n */\nexport interface CallableToolConfig {\n  /**\n   * Specifies the model's behavior after invoking this tool.\n   */\n  behavior?: Behavior;\n}\n\n/** Parameters for connecting to the live API. */\nexport declare interface LiveMusicConnectParameters {\n  /** The model's resource name. */\n  model: string;\n  /** Callbacks invoked on server events. */\n  callbacks: LiveMusicCallbacks;\n}\n\n/** Parameters for setting config for the live music API. */\nexport declare interface LiveMusicSetConfigParameters {\n  /** Configuration for music generation. */\n  musicGenerationConfig: LiveMusicGenerationConfig;\n}\n\n/** Parameters for setting weighted prompts for the live music API. */\nexport declare interface LiveMusicSetWeightedPromptsParameters {\n  /** A map of text prompts to weights to use for the generation request. */\n  weightedPrompts: WeightedPrompt[];\n}\n\n/** Config for LiveEphemeralParameters for Auth Token creation. */\nexport declare interface LiveEphemeralParameters {\n  /** ID of the model to configure in the ephemeral token for Live API.\n      For a list of models, see `Gemini models\n      <https://ai.google.dev/gemini-api/docs/models>`. */\n  model?: string;\n  /** Configuration specific to Live API connections created using this token. */\n  config?: LiveConnectConfig;\n}\n\n/** Optional parameters. */\nexport declare interface CreateAuthTokenConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** An optional time after which, when using the resulting token,\n      messages in Live API sessions will be rejected. (Gemini may\n      preemptively close the session after this time.)\n\n      If not set then this defaults to 30 minutes in the future. If set, this\n      value must be less than 20 hours in the future. */\n  expireTime?: string;\n  /** The time after which new Live API sessions using the token\n      resulting from this request will be rejected.\n\n      If not set this defaults to 60 seconds in the future. If set, this value\n      must be less than 20 hours in the future. */\n  newSessionExpireTime?: string;\n  /** The number of times the token can be used. If this value is zero\n      then no limit is applied. Default is 1. Resuming a Live API session does\n      not count as a use. */\n  uses?: number;\n  /** Configuration specific to Live API connections created using this token. */\n  liveEphemeralParameters?: LiveEphemeralParameters;\n  /** Additional fields to lock in the effective LiveConnectParameters. */\n  lockAdditionalFields?: string[];\n}\n\n/** Parameters for the get method of the operations module. */\nexport declare interface OperationGetParameters {\n  /** The operation to be retrieved. */\n  operation: GenerateVideosOperation;\n  /** Used to override the default configuration. */\n  config?: GetOperationConfig;\n}\n\nexport type BlobImageUnion = Blob;\n\nexport type PartUnion = Part | string;\n\nexport type PartListUnion = PartUnion[] | PartUnion;\n\nexport type ContentUnion = Content | PartUnion[] | PartUnion;\n\nexport type ContentListUnion = Content | Content[] | PartUnion | PartUnion[];\n\nexport type SchemaUnion = Schema | unknown;\n\nexport type SpeechConfigUnion = SpeechConfig | string;\n\nexport type ToolUnion = Tool | CallableTool;\n\nexport type ToolListUnion = ToolUnion[];\n\nexport type DownloadableFileUnion = string | File | GeneratedVideo | Video;\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Tool as McpTool} from '@modelcontextprotocol/sdk/types.js';\nimport {z} from 'zod';\n\nimport {ApiClient} from './_api_client.js';\nimport * as types from './types.js';\n\nexport function tModel(apiClient: ApiClient, model: string | unknown): string {\n  if (!model || typeof model !== 'string') {\n    throw new Error('model is required and must be a string');\n  }\n\n  if (apiClient.isVertexAI()) {\n    if (\n      model.startsWith('publishers/') ||\n      model.startsWith('projects/') ||\n      model.startsWith('models/')\n    ) {\n      return model;\n    } else if (model.indexOf('/') >= 0) {\n      const parts = model.split('/', 2);\n      return `publishers/${parts[0]}/models/${parts[1]}`;\n    } else {\n      return `publishers/google/models/${model}`;\n    }\n  } else {\n    if (model.startsWith('models/') || model.startsWith('tunedModels/')) {\n      return model;\n    } else {\n      return `models/${model}`;\n    }\n  }\n}\n\nexport function tCachesModel(\n  apiClient: ApiClient,\n  model: string | unknown,\n): string {\n  const transformedModel = tModel(apiClient, model as string);\n  if (!transformedModel) {\n    return '';\n  }\n\n  if (transformedModel.startsWith('publishers/') && apiClient.isVertexAI()) {\n    // vertex caches only support model name start with projects.\n    return `projects/${apiClient.getProject()}/locations/${apiClient.getLocation()}/${transformedModel}`;\n  } else if (transformedModel.startsWith('models/') && apiClient.isVertexAI()) {\n    return `projects/${apiClient.getProject()}/locations/${apiClient.getLocation()}/publishers/google/${transformedModel}`;\n  } else {\n    return transformedModel;\n  }\n}\n\nexport function tBlobs(\n  apiClient: ApiClient,\n  blobs: types.BlobImageUnion | types.BlobImageUnion[],\n): types.Blob[] {\n  if (Array.isArray(blobs)) {\n    return blobs.map((blob) => tBlob(apiClient, blob));\n  } else {\n    return [tBlob(apiClient, blobs)];\n  }\n}\n\nexport function tBlob(\n  apiClient: ApiClient,\n  blob: types.BlobImageUnion,\n): types.Blob {\n  if (typeof blob === 'object' && blob !== null) {\n    return blob;\n  }\n\n  throw new Error(\n    `Could not parse input as Blob. Unsupported blob type: ${typeof blob}`,\n  );\n}\n\nexport function tImageBlob(\n  apiClient: ApiClient,\n  blob: types.BlobImageUnion,\n): types.Blob {\n  const transformedBlob = tBlob(apiClient, blob);\n  if (\n    transformedBlob.mimeType &&\n    transformedBlob.mimeType.startsWith('image/')\n  ) {\n    return transformedBlob;\n  }\n  throw new Error(`Unsupported mime type: ${transformedBlob.mimeType!}`);\n}\n\nexport function tAudioBlob(apiClient: ApiClient, blob: types.Blob): types.Blob {\n  const transformedBlob = tBlob(apiClient, blob);\n  if (\n    transformedBlob.mimeType &&\n    transformedBlob.mimeType.startsWith('audio/')\n  ) {\n    return transformedBlob;\n  }\n  throw new Error(`Unsupported mime type: ${transformedBlob.mimeType!}`);\n}\n\nexport function tPart(\n  apiClient: ApiClient,\n  origin?: types.PartUnion | null,\n): types.Part {\n  if (origin === null || origin === undefined) {\n    throw new Error('PartUnion is required');\n  }\n  if (typeof origin === 'object') {\n    return origin;\n  }\n  if (typeof origin === 'string') {\n    return {text: origin};\n  }\n  throw new Error(`Unsupported part type: ${typeof origin}`);\n}\n\nexport function tParts(\n  apiClient: ApiClient,\n  origin?: types.PartListUnion | null,\n): types.Part[] {\n  if (\n    origin === null ||\n    origin === undefined ||\n    (Array.isArray(origin) && origin.length === 0)\n  ) {\n    throw new Error('PartListUnion is required');\n  }\n  if (Array.isArray(origin)) {\n    return origin.map((item) => tPart(apiClient, item as types.PartUnion)!);\n  }\n  return [tPart(apiClient, origin)!];\n}\n\nfunction _isContent(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'parts' in origin &&\n    Array.isArray(origin.parts)\n  );\n}\n\nfunction _isFunctionCallPart(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'functionCall' in origin\n  );\n}\n\nfunction _isFunctionResponsePart(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'functionResponse' in origin\n  );\n}\n\nexport function tContent(\n  apiClient: ApiClient,\n  origin?: types.ContentUnion,\n): types.Content {\n  if (origin === null || origin === undefined) {\n    throw new Error('ContentUnion is required');\n  }\n  if (_isContent(origin)) {\n    // _isContent is a utility function that checks if the\n    // origin is a Content.\n    return origin as types.Content;\n  }\n\n  return {\n    role: 'user',\n    parts: tParts(apiClient, origin as types.PartListUnion)!,\n  };\n}\n\nexport function tContentsForEmbed(\n  apiClient: ApiClient,\n  origin: types.ContentListUnion,\n): types.ContentUnion[] {\n  if (!origin) {\n    return [];\n  }\n  if (apiClient.isVertexAI() && Array.isArray(origin)) {\n    return origin.flatMap((item) => {\n      const content = tContent(apiClient, item as types.ContentUnion);\n      if (\n        content.parts &&\n        content.parts.length > 0 &&\n        content.parts[0].text !== undefined\n      ) {\n        return [content.parts[0].text];\n      }\n      return [];\n    });\n  } else if (apiClient.isVertexAI()) {\n    const content = tContent(apiClient, origin as types.ContentUnion);\n    if (\n      content.parts &&\n      content.parts.length > 0 &&\n      content.parts[0].text !== undefined\n    ) {\n      return [content.parts[0].text];\n    }\n    return [];\n  }\n  if (Array.isArray(origin)) {\n    return origin.map(\n      (item) => tContent(apiClient, item as types.ContentUnion)!,\n    );\n  }\n  return [tContent(apiClient, origin as types.ContentUnion)!];\n}\n\nexport function tContents(\n  apiClient: ApiClient,\n  origin?: types.ContentListUnion,\n): types.Content[] {\n  if (\n    origin === null ||\n    origin === undefined ||\n    (Array.isArray(origin) && origin.length === 0)\n  ) {\n    throw new Error('contents are required');\n  }\n  if (!Array.isArray(origin)) {\n    // If it's not an array, it's a single content or a single PartUnion.\n    if (_isFunctionCallPart(origin) || _isFunctionResponsePart(origin)) {\n      throw new Error(\n        'To specify functionCall or functionResponse parts, please wrap them in a Content object, specifying the role for them',\n      );\n    }\n    return [tContent(apiClient, origin as types.ContentUnion)];\n  }\n\n  const result: types.Content[] = [];\n  const accumulatedParts: types.PartUnion[] = [];\n  const isContentArray = _isContent(origin[0]);\n\n  for (const item of origin) {\n    const isContent = _isContent(item);\n\n    if (isContent != isContentArray) {\n      throw new Error(\n        'Mixing Content and Parts is not supported, please group the parts into a the appropriate Content objects and specify the roles for them',\n      );\n    }\n\n    if (isContent) {\n      // `isContent` contains the result of _isContent, which is a utility\n      // function that checks if the item is a Content.\n      result.push(item as types.Content);\n    } else if (_isFunctionCallPart(item) || _isFunctionResponsePart(item)) {\n      throw new Error(\n        'To specify functionCall or functionResponse parts, please wrap them, and any other parts, in Content objects as appropriate, specifying the role for them',\n      );\n    } else {\n      accumulatedParts.push(item as types.PartUnion);\n    }\n  }\n\n  if (!isContentArray) {\n    result.push({role: 'user', parts: tParts(apiClient, accumulatedParts)});\n  }\n  return result;\n}\n\n/**\n * Represents the possible JSON schema types.\n */\ntype JSONSchemaType =\n  | 'string'\n  | 'number'\n  | 'integer'\n  | 'object'\n  | 'array'\n  | 'boolean'\n  | 'null';\n\n/**\n * A subset of JSON Schema according to 2020-12 JSON Schema draft, plus one\n * additional google only field: propertyOrdering. The propertyOrdering field\n * is used to specify the order of the properties in the object. see details in\n * https://ai.google.dev/gemini-api/docs/structured-output#property-ordering\n * for more details.\n *\n * Represents a subset of a JSON Schema object that can be used by Gemini API.\n * The difference between this interface and the Schema interface is that this\n * interface is compatible with OpenAPI 3.1 schema objects while the\n * types.Schema interface @see {@link Schema} is used to make API call to\n * Gemini API.\n */\nexport interface JSONSchema {\n  /**\n   * Validation succeeds if the type of the instance matches the type\n   * represented by the given type, or matches at least one of the given types\n   * in the array.\n   */\n  type?: JSONSchemaType | JSONSchemaType[];\n\n  /**\n   * Defines semantic information about a string instance (e.g., \"date-time\",\n   * \"email\").\n   */\n  format?: string;\n\n  /**\n   * A preferably short description about the purpose of the instance\n   * described by the schema. This is not supported for Gemini API.\n   */\n  title?: string;\n\n  /**\n   * An explanation about the purpose of the instance described by the\n   * schema.\n   */\n  description?: string;\n\n  /**\n   * This keyword can be used to supply a default JSON value associated\n   * with a particular schema. The value should be valid according to the\n   * schema. This is not supported for Gemini API.\n   */\n  default?: unknown;\n\n  /**\n   * Used for arrays. This keyword is used to define the schema of the elements\n   * in the array.\n   */\n  items?: JSONSchema;\n\n  /**\n   * Key word for arrays. Specify the minimum number of elements in the array.\n   */\n  minItems?: string;\n\n  /**\n   * Key word for arrays. Specify the maximum number of elements in the array.e\n   */\n  maxItems?: string;\n\n  /**\n   * Used for specify the possible values for an enum.\n   */\n  enum?: unknown[];\n\n  /**\n   * Used for objects. This keyword is used to define the schema of the\n   * properties in the object.\n   */\n  properties?: Record<string, JSONSchema>;\n\n  /**\n   * Used for objects. This keyword is used to specify the properties of the\n   * object that are required to be present in the instance.\n   */\n  required?: string[];\n\n  /**\n   * The key word for objects. Specify the minimum number of properties in the\n   * object.\n   */\n  minProperties?: string;\n\n  /**\n   * The key word for objects. Specify the maximum number of properties in the\n   * object.\n   */\n  maxProperties?: string;\n\n  /**\n   * Used for numbers. Specify the minimum value for a number.\n   */\n  minimum?: number;\n\n  /**\n   * Used for numbers. specify the maximum value for a number.\n   */\n  maximum?: number;\n\n  /**\n   * Used for strings. The keyword to specify the minimum length of the\n   * string.\n   */\n  minLength?: string;\n\n  /**\n   * Used for strings. The keyword to specify the maximum length of the\n   * string.\n   */\n  maxLength?: string;\n\n  /**\n   * Used for strings. Key word to specify a regular\n   * expression (ECMA-262) matches the instance successfully.\n   */\n  pattern?: string;\n\n  /**\n   * Used for Union types and Intersection types. This keyword is used to define\n   * the schema of the possible values.\n   */\n  anyOf?: JSONSchema[];\n\n  /**\n   * The order of the properties. Not a standard field in OpenAPI spec.\n   * Only used to support the order of the properties. see details in\n   * https://ai.google.dev/gemini-api/docs/structured-output#property-ordering\n   */\n  propertyOrdering?: string[];\n}\n\n// The fields that are supported by JSONSchema. Must be kept in sync with the\n// JSONSchema interface above.\nexport const supportedJsonSchemaFields = new Set<string>([\n  'type',\n  'format',\n  'title',\n  'description',\n  'default',\n  'items',\n  'minItems',\n  'maxItems',\n  'enum',\n  'properties',\n  'required',\n  'minProperties',\n  'maxProperties',\n  'minimum',\n  'maximum',\n  'minLength',\n  'maxLength',\n  'pattern',\n  'anyOf',\n  'propertyOrdering',\n]);\n\nconst jsonSchemaTypeValidator = z.enum([\n  'string',\n  'number',\n  'integer',\n  'object',\n  'array',\n  'boolean',\n  'null',\n]);\n\n// Handles all types and arrays of all types.\nconst schemaTypeUnion = z.union([\n  jsonSchemaTypeValidator,\n  z.array(jsonSchemaTypeValidator),\n]);\n\n// Declare the type for the schema variable.\ntype jsonSchemaValidatorType = z.ZodType<JSONSchema>;\n\n/**\n * Creates a zod validator for JSONSchema.\n *\n * @param strictMode Whether to enable strict mode, default to true. When\n * strict mode is enabled, the zod validator will throw error if there\n * are unrecognized fields in the input data. If strict mode is\n * disabled, the zod validator will ignore the unrecognized fields, only\n * populate the fields that are listed in the JSONSchema. Regardless of\n * the mode the type mismatch will always result in an error, for example\n * items field should be a single JSONSchema, but for tuple type it would\n * be an array of JSONSchema, this will always result in an error.\n * @return The zod validator for JSONSchema.\n */\nexport function createJsonSchemaValidator(\n  strictMode: boolean = true,\n): jsonSchemaValidatorType {\n  const jsonSchemaValidator: jsonSchemaValidatorType = z.lazy(() => {\n    // Define the base object shape *inside* the z.lazy callback\n    const baseShape = z.object({\n      // --- Type ---\n      type: schemaTypeUnion.optional(),\n\n      // --- Annotations ---\n      format: z.string().optional(),\n      title: z.string().optional(),\n      description: z.string().optional(),\n      default: z.unknown().optional(),\n\n      // --- Array Validations ---\n      items: jsonSchemaValidator.optional(),\n      minItems: z.coerce.string().optional(),\n      maxItems: z.coerce.string().optional(),\n      // --- Generic Validations ---\n      enum: z.array(z.unknown()).optional(),\n\n      // --- Object Validations ---\n      properties: z.record(z.string(), jsonSchemaValidator).optional(),\n      required: z.array(z.string()).optional(),\n      minProperties: z.coerce.string().optional(),\n      maxProperties: z.coerce.string().optional(),\n      propertyOrdering: z.array(z.string()).optional(),\n\n      // --- Numeric Validations ---\n      minimum: z.number().optional(),\n      maximum: z.number().optional(),\n\n      // --- String Validations ---\n      minLength: z.coerce.string().optional(),\n      maxLength: z.coerce.string().optional(),\n      pattern: z.string().optional(),\n\n      // --- Schema Composition ---\n      anyOf: z.array(jsonSchemaValidator).optional(),\n\n      // --- Additional Properties --- This field is not included in the\n      // JSONSchema, will not be communicated to the model, it is here purely\n      // for enabling the zod validation strict mode.\n      additionalProperties: z.boolean().optional(),\n    });\n\n    // Conditionally apply .strict() based on the flag\n    return strictMode ? baseShape.strict() : baseShape;\n  });\n  return jsonSchemaValidator;\n}\n\n/*\nHandle type field:\nThe resulted type field in JSONSchema form zod_to_json_schema can be either\nan array consist of primitive types or a single primitive type.\nThis is due to the optimization of zod_to_json_schema, when the types in the\nunion are primitive types without any additional specifications,\nzod_to_json_schema will squash the types into an array instead of put them\nin anyOf fields. Otherwise, it will put the types in anyOf fields.\nSee the following link for more details:\nhttps://github.com/zodjs/zod-to-json-schema/blob/main/src/index.ts#L101\nThe logic here is trying to undo that optimization, flattening the array of\ntypes to anyOf fields.\n                                 type field\n                                      |\n                            ___________________________\n                           /                           \\\n                          /                              \\\n                         /                                \\\n                       Array                              Type.*\n                /                  \\                       |\n      Include null.              Not included null     type = Type.*.\n      [null, Type.*, Type.*]     multiple types.\n      [null, Type.*]             [Type.*, Type.*]\n            /                                \\\n      remove null                             \\\n      add nullable = true                      \\\n       /                    \\                   \\\n    [Type.*]           [Type.*, Type.*]          \\\n only one type left     multiple types left       \\\n add type = Type.*.           \\                  /\n                               \\                /\n                         not populate the type field in final result\n                           and make the types into anyOf fields\n                          anyOf:[{type: 'Type.*'}, {type: 'Type.*'}];\n*/\nfunction flattenTypeArrayToAnyOf(\n  typeList: string[],\n  resultingSchema: types.Schema,\n) {\n  if (typeList.includes('null')) {\n    resultingSchema['nullable'] = true;\n  }\n  const listWithoutNull = typeList.filter((type) => type !== 'null');\n\n  if (listWithoutNull.length === 1) {\n    resultingSchema['type'] = Object.keys(types.Type).includes(\n      listWithoutNull[0].toUpperCase(),\n    )\n      ? types.Type[listWithoutNull[0].toUpperCase() as keyof typeof types.Type]\n      : types.Type.TYPE_UNSPECIFIED;\n  } else {\n    resultingSchema['anyOf'] = [];\n    for (const i of listWithoutNull) {\n      resultingSchema['anyOf'].push({\n        'type': Object.keys(types.Type).includes(i.toUpperCase())\n          ? types.Type[i.toUpperCase() as keyof typeof types.Type]\n          : types.Type.TYPE_UNSPECIFIED,\n      });\n    }\n  }\n}\n\nexport function processJsonSchema(\n  _jsonSchema: JSONSchema | types.Schema | Record<string, unknown>,\n): types.Schema {\n  const genAISchema: types.Schema = {};\n  const schemaFieldNames = ['items'];\n  const listSchemaFieldNames = ['anyOf'];\n  const dictSchemaFieldNames = ['properties'];\n\n  if (_jsonSchema['type'] && _jsonSchema['anyOf']) {\n    throw new Error('type and anyOf cannot be both populated.');\n  }\n\n  /*\n  This is to handle the nullable array or object. The _jsonSchema will\n  be in the format of {anyOf: [{type: 'null'}, {type: 'object'}]}. The\n  logic is to check if anyOf has 2 elements and one of the element is null,\n  if so, the anyOf field is unnecessary, so we need to get rid of the anyOf\n  field and make the schema nullable. Then use the other element as the new\n  _jsonSchema for processing. This is because the backend doesn't have a null\n  type.\n  This has to be checked before we process any other fields.\n  For example:\n    const objectNullable = z.object({\n      nullableArray: z.array(z.string()).nullable(),\n    });\n  Will have the raw _jsonSchema as:\n  {\n    type: 'OBJECT',\n    properties: {\n        nullableArray: {\n           anyOf: [\n              {type: 'null'},\n              {\n                type: 'array',\n                items: {type: 'string'},\n              },\n            ],\n        }\n    },\n    required: [ 'nullableArray' ],\n  }\n  Will result in following schema compatible with Gemini API:\n    {\n      type: 'OBJECT',\n      properties: {\n         nullableArray: {\n            nullable: true,\n            type: 'ARRAY',\n            items: {type: 'string'},\n         }\n      },\n      required: [ 'nullableArray' ],\n    }\n  */\n  const incomingAnyOf = _jsonSchema['anyOf'] as JSONSchema[];\n  if (incomingAnyOf != null && incomingAnyOf.length == 2) {\n    if (incomingAnyOf[0]!['type'] === 'null') {\n      genAISchema['nullable'] = true;\n      _jsonSchema = incomingAnyOf![1];\n    } else if (incomingAnyOf[1]!['type'] === 'null') {\n      genAISchema['nullable'] = true;\n      _jsonSchema = incomingAnyOf![0];\n    }\n  }\n\n  if (_jsonSchema['type'] instanceof Array) {\n    flattenTypeArrayToAnyOf(_jsonSchema['type'], genAISchema);\n  }\n\n  for (const [fieldName, fieldValue] of Object.entries(_jsonSchema)) {\n    // Skip if the fieldvalue is undefined or null.\n    if (fieldValue == null) {\n      continue;\n    }\n\n    if (fieldName == 'type') {\n      if (fieldValue === 'null') {\n        throw new Error(\n          'type: null can not be the only possible type for the field.',\n        );\n      }\n      if (fieldValue instanceof Array) {\n        // we have already handled the type field with array of types in the\n        // beginning of this function.\n        continue;\n      }\n      genAISchema['type'] = Object.keys(types.Type).includes(\n        fieldValue.toUpperCase(),\n      )\n        ? fieldValue.toUpperCase()\n        : types.Type.TYPE_UNSPECIFIED;\n    } else if (schemaFieldNames.includes(fieldName)) {\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        processJsonSchema(fieldValue);\n    } else if (listSchemaFieldNames.includes(fieldName)) {\n      const listSchemaFieldValue: Array<types.Schema> = [];\n      for (const item of fieldValue) {\n        if (item['type'] == 'null') {\n          genAISchema['nullable'] = true;\n          continue;\n        }\n        listSchemaFieldValue.push(processJsonSchema(item as JSONSchema));\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        listSchemaFieldValue;\n    } else if (dictSchemaFieldNames.includes(fieldName)) {\n      const dictSchemaFieldValue: Record<string, types.Schema> = {};\n      for (const [key, value] of Object.entries(\n        fieldValue as Record<string, unknown>,\n      )) {\n        dictSchemaFieldValue[key] = processJsonSchema(value as JSONSchema);\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        dictSchemaFieldValue;\n    } else {\n      // additionalProperties is not included in JSONSchema, skipping it.\n      if (fieldName === 'additionalProperties') {\n        continue;\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] = fieldValue;\n    }\n  }\n  return genAISchema;\n}\n\n// we take the unknown in the schema field because we want enable user to pass\n// the output of major schema declaration tools without casting. Tools such as\n// zodToJsonSchema, typebox, zodToJsonSchema function can return JsonSchema7Type\n// or object, see details in\n// https://github.com/StefanTerdell/zod-to-json-schema/blob/70525efe555cd226691e093d171370a3b10921d1/src/zodToJsonSchema.ts#L7\n// typebox can return unknown, see details in\n// https://github.com/sinclairzx81/typebox/blob/5a5431439f7d5ca6b494d0d18fbfd7b1a356d67c/src/type/create/type.ts#L35\nexport function tSchema(\n  apiClient: ApiClient,\n  schema: types.Schema | unknown,\n): types.Schema {\n  if (Object.keys(schema as Record<string, unknown>).includes('$schema')) {\n    delete (schema as Record<string, unknown>)['$schema'];\n    const validatedJsonSchema = createJsonSchemaValidator().parse(schema);\n    return processJsonSchema(validatedJsonSchema);\n  } else {\n    return processJsonSchema(schema as types.Schema);\n  }\n}\n\nexport function tSpeechConfig(\n  apiClient: ApiClient,\n  speechConfig: types.SpeechConfigUnion,\n): types.SpeechConfig {\n  if (typeof speechConfig === 'object') {\n    return speechConfig;\n  } else if (typeof speechConfig === 'string') {\n    return {\n      voiceConfig: {\n        prebuiltVoiceConfig: {\n          voiceName: speechConfig,\n        },\n      },\n    };\n  } else {\n    throw new Error(`Unsupported speechConfig type: ${typeof speechConfig}`);\n  }\n}\n\nexport function tLiveSpeechConfig(\n  apiClient: ApiClient,\n  speechConfig: types.SpeechConfig | object,\n): types.SpeechConfig {\n  if ('multiSpeakerVoiceConfig' in speechConfig) {\n    throw new Error(\n      'multiSpeakerVoiceConfig is not supported in the live API.',\n    );\n  }\n  return speechConfig;\n}\n\nexport function tTool(apiClient: ApiClient, tool: types.Tool): types.Tool {\n  if (tool.functionDeclarations) {\n    for (const functionDeclaration of tool.functionDeclarations) {\n      if (functionDeclaration.parameters) {\n        functionDeclaration.parameters = tSchema(\n          apiClient,\n          functionDeclaration.parameters,\n        );\n      }\n      if (functionDeclaration.response) {\n        functionDeclaration.response = tSchema(\n          apiClient,\n          functionDeclaration.response,\n        );\n      }\n    }\n  }\n  return tool;\n}\n\nexport function tTools(\n  apiClient: ApiClient,\n  tools: types.ToolListUnion | unknown,\n): types.Tool[] {\n  // Check if the incoming type is defined.\n  if (tools === undefined || tools === null) {\n    throw new Error('tools is required');\n  }\n  if (!Array.isArray(tools)) {\n    throw new Error('tools is required and must be an array of Tools');\n  }\n  const result: types.Tool[] = [];\n  for (const tool of tools) {\n    result.push(tool as types.Tool);\n  }\n  return result;\n}\n\n/**\n * Prepends resource name with project, location, resource_prefix if needed.\n *\n * @param client The API client.\n * @param resourceName The resource name.\n * @param resourcePrefix The resource prefix.\n * @param splitsAfterPrefix The number of splits after the prefix.\n * @returns The completed resource name.\n *\n * Examples:\n *\n * ```\n * resource_name = '123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = True\n * client.project = 'bar'\n * client.location = 'us-west1'\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns: 'projects/bar/locations/us-west1/cachedContents/123'\n * ```\n *\n * ```\n * resource_name = 'projects/foo/locations/us-central1/cachedContents/123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = True\n * client.project = 'bar'\n * client.location = 'us-west1'\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns: 'projects/foo/locations/us-central1/cachedContents/123'\n * ```\n *\n * ```\n * resource_name = '123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = False\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns 'cachedContents/123'\n * ```\n *\n * ```\n * resource_name = 'some/wrong/cachedContents/resource/name/123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = False\n * # client.vertexai = True\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * -> 'some/wrong/resource/name/123'\n * ```\n */\nfunction resourceName(\n  client: ApiClient,\n  resourceName: string,\n  resourcePrefix: string,\n  splitsAfterPrefix: number = 1,\n): string {\n  const shouldAppendPrefix =\n    !resourceName.startsWith(`${resourcePrefix}/`) &&\n    resourceName.split('/').length === splitsAfterPrefix;\n  if (client.isVertexAI()) {\n    if (resourceName.startsWith('projects/')) {\n      return resourceName;\n    } else if (resourceName.startsWith('locations/')) {\n      return `projects/${client.getProject()}/${resourceName}`;\n    } else if (resourceName.startsWith(`${resourcePrefix}/`)) {\n      return `projects/${client.getProject()}/locations/${client.getLocation()}/${resourceName}`;\n    } else if (shouldAppendPrefix) {\n      return `projects/${client.getProject()}/locations/${client.getLocation()}/${resourcePrefix}/${resourceName}`;\n    } else {\n      return resourceName;\n    }\n  }\n  if (shouldAppendPrefix) {\n    return `${resourcePrefix}/${resourceName}`;\n  }\n  return resourceName;\n}\n\nexport function tCachedContentName(\n  apiClient: ApiClient,\n  name: string | unknown,\n): string {\n  if (typeof name !== 'string') {\n    throw new Error('name must be a string');\n  }\n  return resourceName(apiClient, name, 'cachedContents');\n}\n\nexport function tTuningJobStatus(\n  apiClient: ApiClient,\n  status: string | unknown,\n): string {\n  switch (status) {\n    case 'STATE_UNSPECIFIED':\n      return 'JOB_STATE_UNSPECIFIED';\n    case 'CREATING':\n      return 'JOB_STATE_RUNNING';\n    case 'ACTIVE':\n      return 'JOB_STATE_SUCCEEDED';\n    case 'FAILED':\n      return 'JOB_STATE_FAILED';\n    default:\n      return status as string;\n  }\n}\n\nexport function tBytes(\n  apiClient: ApiClient,\n  fromImageBytes: string | unknown,\n): string {\n  if (typeof fromImageBytes !== 'string') {\n    throw new Error('fromImageBytes must be a string');\n  }\n  // TODO(b/389133914): Remove dummy bytes converter.\n  return fromImageBytes;\n}\n\nfunction _isFile(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'name' in origin\n  );\n}\n\nexport function isGeneratedVideo(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'video' in origin\n  );\n}\n\nexport function isVideo(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'uri' in origin\n  );\n}\n\nexport function tFileName(\n  apiClient: ApiClient,\n  fromName: string | types.File | types.GeneratedVideo | types.Video,\n): string | undefined {\n  let name: string | undefined;\n\n  if (_isFile(fromName)) {\n    name = (fromName as types.File).name;\n  }\n  if (isVideo(fromName)) {\n    name = (fromName as types.Video).uri;\n    if (name === undefined) {\n      return undefined;\n    }\n  }\n  if (isGeneratedVideo(fromName)) {\n    name = (fromName as types.GeneratedVideo).video?.uri;\n    if (name === undefined) {\n      return undefined;\n    }\n  }\n  if (typeof fromName === 'string') {\n    name = fromName;\n  }\n\n  if (name === undefined) {\n    throw new Error('Could not extract file name from the provided input.');\n  }\n\n  if (name.startsWith('https://')) {\n    const suffix = name.split('files/')[1];\n    const match = suffix.match(/[a-z0-9]+/);\n    if (match === null) {\n      throw new Error(`Could not extract file name from URI ${name}`);\n    }\n    name = match[0];\n  } else if (name.startsWith('files/')) {\n    name = name.split('files/')[1];\n  }\n  return name;\n}\n\nexport function tModelsUrl(\n  apiClient: ApiClient,\n  baseModels: boolean | unknown,\n): string {\n  let res: string;\n  if (apiClient.isVertexAI()) {\n    res = baseModels ? 'publishers/google/models' : 'models';\n  } else {\n    res = baseModels ? 'models' : 'tunedModels';\n  }\n  return res;\n}\n\nexport function tExtractModels(\n  apiClient: ApiClient,\n  response: unknown,\n): Record<string, unknown>[] {\n  for (const key of ['models', 'tunedModels', 'publisherModels']) {\n    if (hasField(response, key)) {\n      return (response as Record<string, unknown>)[key] as Record<\n        string,\n        unknown\n      >[];\n    }\n  }\n  return [];\n}\n\nfunction hasField(data: unknown, fieldName: string): boolean {\n  return data !== null && typeof data === 'object' && fieldName in data;\n}\n\nexport function mcpToGeminiTool(\n  mcpTool: McpTool,\n  config: types.CallableToolConfig = {},\n): types.Tool {\n  const mcpToolSchema = mcpTool as Record<string, unknown>;\n  const functionDeclaration: Record<string, unknown> = {\n    name: mcpToolSchema['name'],\n    description: mcpToolSchema['description'],\n    parameters: processJsonSchema(\n      filterToJsonSchema(\n        mcpToolSchema['inputSchema'] as Record<string, unknown>,\n      ),\n    ),\n  };\n  if (config.behavior) {\n    functionDeclaration['behavior'] = config.behavior;\n  }\n\n  const geminiTool = {\n    functionDeclarations: [\n      functionDeclaration as unknown as types.FunctionDeclaration,\n    ],\n  };\n\n  return geminiTool;\n}\n\n/**\n * Converts a list of MCP tools to a single Gemini tool with a list of function\n * declarations.\n */\nexport function mcpToolsToGeminiTool(\n  mcpTools: McpTool[],\n  config: types.CallableToolConfig = {},\n): types.Tool {\n  const functionDeclarations: types.FunctionDeclaration[] = [];\n  const toolNames = new Set<string>();\n  for (const mcpTool of mcpTools) {\n    const mcpToolName = mcpTool.name as string;\n    if (toolNames.has(mcpToolName)) {\n      throw new Error(\n        `Duplicate function name ${\n          mcpToolName\n        } found in MCP tools. Please ensure function names are unique.`,\n      );\n    }\n    toolNames.add(mcpToolName);\n    const geminiTool = mcpToGeminiTool(mcpTool, config);\n    if (geminiTool.functionDeclarations) {\n      functionDeclarations.push(...geminiTool.functionDeclarations);\n    }\n  }\n\n  return {functionDeclarations: functionDeclarations};\n}\n\n// Filters the list schema field to only include fields that are supported by\n// JSONSchema.\nfunction filterListSchemaField(fieldValue: unknown): Record<string, unknown>[] {\n  const listSchemaFieldValue: Record<string, unknown>[] = [];\n  for (const listFieldValue of fieldValue as Record<string, unknown>[]) {\n    listSchemaFieldValue.push(filterToJsonSchema(listFieldValue));\n  }\n  return listSchemaFieldValue;\n}\n\n// Filters the dict schema field to only include fields that are supported by\n// JSONSchema.\nfunction filterDictSchemaField(fieldValue: unknown): Record<string, unknown> {\n  const dictSchemaFieldValue: Record<string, unknown> = {};\n  for (const [key, value] of Object.entries(\n    fieldValue as Record<string, unknown>,\n  )) {\n    const valueRecord = value as Record<string, unknown>;\n    dictSchemaFieldValue[key] = filterToJsonSchema(valueRecord);\n  }\n  return dictSchemaFieldValue;\n}\n\n// Filters the schema to only include fields that are supported by JSONSchema.\nfunction filterToJsonSchema(\n  schema: Record<string, unknown>,\n): Record<string, unknown> {\n  const schemaFieldNames: Set<string> = new Set(['items']); // 'additional_properties' to come\n  const listSchemaFieldNames: Set<string> = new Set(['anyOf']); // 'one_of', 'all_of', 'not' to come\n  const dictSchemaFieldNames: Set<string> = new Set(['properties']); // 'defs' to come\n  const filteredSchema: Record<string, unknown> = {};\n\n  for (const [fieldName, fieldValue] of Object.entries(schema)) {\n    if (schemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterToJsonSchema(\n        fieldValue as Record<string, unknown>,\n      );\n    } else if (listSchemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterListSchemaField(fieldValue);\n    } else if (dictSchemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterDictSchemaField(fieldValue);\n    } else if (fieldName === 'type') {\n      const typeValue = (fieldValue as string).toUpperCase();\n      filteredSchema[fieldName] = Object.keys(types.Type).includes(typeValue)\n        ? (typeValue as types.Type)\n        : types.Type.TYPE_UNSPECIFIED;\n    } else if (supportedJsonSchemaFields.has(fieldName)) {\n      filteredSchema[fieldName] = fieldValue;\n    }\n  }\n\n  return filteredSchema;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToMldev(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToMldev(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToMldev(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (parentObject !== undefined && fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['contents'], transformedList);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToMldev(apiClient, fromToolConfig),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['kmsKeyName']) !== undefined) {\n    throw new Error('kmsKeyName parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['model'],\n      t.tCachesModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createCachedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateCachedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listCachedContentsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToVertex(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToVertex(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToVertex(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (parentObject !== undefined && fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['contents'], transformedList);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToVertex(apiClient, fromToolConfig),\n    );\n  }\n\n  const fromKmsKeyName = common.getValueByPath(fromObject, ['kmsKeyName']);\n  if (parentObject !== undefined && fromKmsKeyName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['encryption_spec', 'kmsKeyName'],\n      fromKmsKeyName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['model'],\n      t.tCachesModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createCachedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DeleteCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateCachedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listCachedContentsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function cachedContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CachedContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (fromExpireTime != null) {\n    common.setValueByPath(toObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentResponseFromMldev(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function listCachedContentsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromCachedContents = common.getValueByPath(fromObject, [\n    'cachedContents',\n  ]);\n  if (fromCachedContents != null) {\n    let transformedList = fromCachedContents;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return cachedContentFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cachedContents'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function cachedContentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CachedContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (fromExpireTime != null) {\n    common.setValueByPath(toObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentResponseFromVertex(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function listCachedContentsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromCachedContents = common.getValueByPath(fromObject, [\n    'cachedContents',\n  ]);\n  if (fromCachedContents != null) {\n    let transformedList = fromCachedContents;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return cachedContentFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cachedContents'], transformedList);\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Pagers for the GenAI List APIs.\n */\n\nexport enum PagedItem {\n  PAGED_ITEM_BATCH_JOBS = 'batchJobs',\n  PAGED_ITEM_MODELS = 'models',\n  PAGED_ITEM_TUNING_JOBS = 'tuningJobs',\n  PAGED_ITEM_FILES = 'files',\n  PAGED_ITEM_CACHED_CONTENTS = 'cachedContents',\n}\n\ninterface PagedItemConfig {\n  config?: {\n    pageToken?: string;\n    pageSize?: number;\n  };\n}\n\ninterface PagedItemResponse<T> {\n  nextPageToken?: string;\n  batchJobs?: T[];\n  models?: T[];\n  tuningJobs?: T[];\n  files?: T[];\n  cachedContents?: T[];\n}\n\n/**\n * Pager class for iterating through paginated results.\n */\nexport class Pager<T> implements AsyncIterable<T> {\n  private nameInternal!: PagedItem;\n  private pageInternal: T[] = [];\n  private paramsInternal: PagedItemConfig = {};\n  private pageInternalSize!: number;\n  protected requestInternal!: (\n    params: PagedItemConfig,\n  ) => Promise<PagedItemResponse<T>>;\n  protected idxInternal!: number;\n\n  constructor(\n    name: PagedItem,\n    request: (params: PagedItemConfig) => Promise<PagedItemResponse<T>>,\n    response: PagedItemResponse<T>,\n    params: PagedItemConfig,\n  ) {\n    this.requestInternal = request;\n    this.init(name, response, params);\n  }\n\n  private init(\n    name: PagedItem,\n    response: PagedItemResponse<T>,\n    params: PagedItemConfig,\n  ) {\n    this.nameInternal = name;\n    this.pageInternal = response[this.nameInternal] || [];\n    this.idxInternal = 0;\n    let requestParams: PagedItemConfig = {config: {}};\n    if (!params) {\n      requestParams = {config: {}};\n    } else if (typeof params === 'object') {\n      requestParams = {...params};\n    } else {\n      requestParams = params;\n    }\n    if (requestParams['config']) {\n      requestParams['config']['pageToken'] = response['nextPageToken'];\n    }\n    this.paramsInternal = requestParams;\n    this.pageInternalSize =\n      requestParams['config']?.['pageSize'] ?? this.pageInternal.length;\n  }\n\n  private initNextPage(response: PagedItemResponse<T>): void {\n    this.init(this.nameInternal, response, this.paramsInternal);\n  }\n\n  /**\n   * Returns the current page, which is a list of items.\n   *\n   * @remarks\n   * The first page is retrieved when the pager is created. The returned list of\n   * items could be a subset of the entire list.\n   */\n  get page(): T[] {\n    return this.pageInternal;\n  }\n\n  /**\n   * Returns the type of paged item (for example, ``batch_jobs``).\n   */\n  get name(): PagedItem {\n    return this.nameInternal;\n  }\n\n  /**\n   * Returns the length of the page fetched each time by this pager.\n   *\n   * @remarks\n   * The number of items in the page is less than or equal to the page length.\n   */\n  get pageSize(): number {\n    return this.pageInternalSize;\n  }\n\n  /**\n   * Returns the parameters when making the API request for the next page.\n   *\n   * @remarks\n   * Parameters contain a set of optional configs that can be\n   * used to customize the API request. For example, the `pageToken` parameter\n   * contains the token to request the next page.\n   */\n  get params(): PagedItemConfig {\n    return this.paramsInternal;\n  }\n\n  /**\n   * Returns the total number of items in the current page.\n   */\n  get pageLength(): number {\n    return this.pageInternal.length;\n  }\n\n  /**\n   * Returns the item at the given index.\n   */\n  getItem(index: number): T {\n    return this.pageInternal[index];\n  }\n\n  /**\n   * Returns an async iterator that support iterating through all items\n   * retrieved from the API.\n   *\n   * @remarks\n   * The iterator will automatically fetch the next page if there are more items\n   * to fetch from the API.\n   *\n   * @example\n   *\n   * ```ts\n   * const pager = await ai.files.list({config: {pageSize: 10}});\n   * for await (const file of pager) {\n   *   console.log(file.name);\n   * }\n   * ```\n   */\n  [Symbol.asyncIterator](): AsyncIterator<T> {\n    return {\n      next: async () => {\n        if (this.idxInternal >= this.pageLength) {\n          if (this.hasNextPage()) {\n            await this.nextPage();\n          } else {\n            return {value: undefined, done: true};\n          }\n        }\n        const item = this.getItem(this.idxInternal);\n        this.idxInternal += 1;\n        return {value: item, done: false};\n      },\n      return: async () => {\n        return {value: undefined, done: true};\n      },\n    };\n  }\n\n  /**\n   * Fetches the next page of items. This makes a new API request.\n   *\n   * @throws {Error} If there are no more pages to fetch.\n   *\n   * @example\n   *\n   * ```ts\n   * const pager = await ai.files.list({config: {pageSize: 10}});\n   * let page = pager.page;\n   * while (true) {\n   *   for (const file of page) {\n   *     console.log(file.name);\n   *   }\n   *   if (!pager.hasNextPage()) {\n   *     break;\n   *   }\n   *   page = await pager.nextPage();\n   * }\n   * ```\n   */\n  async nextPage(): Promise<T[]> {\n    if (!this.hasNextPage()) {\n      throw new Error('No more pages to fetch.');\n    }\n    const response = await this.requestInternal(this.params);\n    this.initNextPage(response);\n    return this.page;\n  }\n\n  /**\n   * Returns true if there are more pages to fetch from the API.\n   */\n  hasNextPage(): boolean {\n    if (this.params['config']?.['pageToken'] !== undefined) {\n      return true;\n    }\n    return false;\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_caches_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Caches extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Lists cached content configurations.\n   *\n   * @param params - The parameters for the list request.\n   * @return The paginated results of the list of cached contents.\n   *\n   * @example\n   * ```ts\n   * const cachedContents = await ai.caches.list({config: {'pageSize': 2}});\n   * for (const cachedContent of cachedContents) {\n   *   console.log(cachedContent);\n   * }\n   * ```\n   */\n  list = async (\n    params: types.ListCachedContentsParameters = {},\n  ): Promise<Pager<types.CachedContent>> => {\n    return new Pager<types.CachedContent>(\n      PagedItem.PAGED_ITEM_CACHED_CONTENTS,\n      (x: types.ListCachedContentsParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Creates a cached contents resource.\n   *\n   * @remarks\n   * Context caching is only supported for specific models. See [Gemini\n   * Developer API reference](https://ai.google.dev/gemini-api/docs/caching?lang=node/context-cac)\n   * and [Vertex AI reference](https://cloud.google.com/vertex-ai/generative-ai/docs/context-cache/context-cache-overview#supported_models)\n   * for more information.\n   *\n   * @param params - The parameters for the create request.\n   * @return The created cached content.\n   *\n   * @example\n   * ```ts\n   * const contents = ...; // Initialize the content to cache.\n   * const response = await ai.caches.create({\n   *   model: 'gemini-2.0-flash-001',\n   *   config: {\n   *    'contents': contents,\n   *    'displayName': 'test cache',\n   *    'systemInstruction': 'What is the sum of the two pdfs?',\n   *    'ttl': '86400s',\n   *  }\n   * });\n   * ```\n   */\n  async create(\n    params: types.CreateCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.createCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.createCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  /**\n   * Gets cached content configurations.\n   *\n   * @param params - The parameters for the get request.\n   * @return The cached content.\n   *\n   * @example\n   * ```ts\n   * await ai.caches.get({name: '...'}); // The server-generated resource name.\n   * ```\n   */\n  async get(\n    params: types.GetCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.getCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  /**\n   * Deletes cached content.\n   *\n   * @param params - The parameters for the delete request.\n   * @return The empty response returned by the API.\n   *\n   * @example\n   * ```ts\n   * await ai.caches.delete({name: '...'}); // The server-generated resource name.\n   * ```\n   */\n  async delete(\n    params: types.DeleteCachedContentParameters,\n  ): Promise<types.DeleteCachedContentResponse> {\n    let response: Promise<types.DeleteCachedContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.deleteCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteCachedContentResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteCachedContentResponseFromVertex();\n        const typedResp = new types.DeleteCachedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.deleteCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteCachedContentResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteCachedContentResponseFromMldev();\n        const typedResp = new types.DeleteCachedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Updates cached content configurations.\n   *\n   * @param params - The parameters for the update request.\n   * @return The updated cached content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.caches.update({\n   *   name: '...',  // The server-generated resource name.\n   *   config: {'ttl': '7600s'}\n   * });\n   * ```\n   */\n  async update(\n    params: types.UpdateCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.updateCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.updateCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListCachedContentsParameters,\n  ): Promise<types.ListCachedContentsResponse> {\n    let response: Promise<types.ListCachedContentsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listCachedContentsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListCachedContentsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listCachedContentsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListCachedContentsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listCachedContentsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListCachedContentsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listCachedContentsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListCachedContentsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {ApiClient} from './_api_client.js';\nimport * as t from './_transformers.js';\nimport {Models} from './models.js';\nimport * as types from './types.js';\n\n/**\n * Returns true if the response is valid, false otherwise.\n */\nfunction isValidResponse(response: types.GenerateContentResponse): boolean {\n  if (response.candidates == undefined || response.candidates.length === 0) {\n    return false;\n  }\n  const content = response.candidates[0]?.content;\n  if (content === undefined) {\n    return false;\n  }\n  return isValidContent(content);\n}\n\nfunction isValidContent(content: types.Content): boolean {\n  if (content.parts === undefined || content.parts.length === 0) {\n    return false;\n  }\n  for (const part of content.parts) {\n    if (part === undefined || Object.keys(part).length === 0) {\n      return false;\n    }\n    if (!part.thought && part.text !== undefined && part.text === '') {\n      return false;\n    }\n  }\n  return true;\n}\n\n/**\n * Validates the history contains the correct roles.\n *\n * @throws Error if the history does not start with a user turn.\n * @throws Error if the history contains an invalid role.\n */\nfunction validateHistory(history: types.Content[]) {\n  // Empty history is valid.\n  if (history.length === 0) {\n    return;\n  }\n  for (const content of history) {\n    if (content.role !== 'user' && content.role !== 'model') {\n      throw new Error(`Role must be user or model, but got ${content.role}.`);\n    }\n  }\n}\n\n/**\n * Extracts the curated (valid) history from a comprehensive history.\n *\n * @remarks\n * The model may sometimes generate invalid or empty contents(e.g., due to safty\n * filters or recitation). Extracting valid turns from the history\n * ensures that subsequent requests could be accpeted by the model.\n */\nfunction extractCuratedHistory(\n  comprehensiveHistory: types.Content[],\n): types.Content[] {\n  if (comprehensiveHistory === undefined || comprehensiveHistory.length === 0) {\n    return [];\n  }\n  const curatedHistory: types.Content[] = [];\n  const length = comprehensiveHistory.length;\n  let i = 0;\n  while (i < length) {\n    if (comprehensiveHistory[i].role === 'user') {\n      curatedHistory.push(comprehensiveHistory[i]);\n      i++;\n    } else {\n      const modelOutput: types.Content[] = [];\n      let isValid = true;\n      while (i < length && comprehensiveHistory[i].role === 'model') {\n        modelOutput.push(comprehensiveHistory[i]);\n        if (isValid && !isValidContent(comprehensiveHistory[i])) {\n          isValid = false;\n        }\n        i++;\n      }\n      if (isValid) {\n        curatedHistory.push(...modelOutput);\n      } else {\n        // Remove the last user input when model content is invalid.\n        curatedHistory.pop();\n      }\n    }\n  }\n  return curatedHistory;\n}\n\n/**\n * A utility class to create a chat session.\n */\nexport class Chats {\n  private readonly modelsModule: Models;\n  private readonly apiClient: ApiClient;\n\n  constructor(modelsModule: Models, apiClient: ApiClient) {\n    this.modelsModule = modelsModule;\n    this.apiClient = apiClient;\n  }\n\n  /**\n   * Creates a new chat session.\n   *\n   * @remarks\n   * The config in the params will be used for all requests within the chat\n   * session unless overridden by a per-request `config` in\n   * @see {@link types.SendMessageParameters#config}.\n   *\n   * @param params - Parameters for creating a chat session.\n   * @returns A new chat session.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({\n   *   model: 'gemini-2.0-flash'\n   *   config: {\n   *     temperature: 0.5,\n   *     maxOutputTokens: 1024,\n   *   }\n   * });\n   * ```\n   */\n  create(params: types.CreateChatParameters) {\n    return new Chat(\n      this.apiClient,\n      this.modelsModule,\n      params.model,\n      params.config,\n      // Deep copy the history to avoid mutating the history outside of the\n      // chat session.\n      structuredClone(params.history),\n    );\n  }\n}\n\n/**\n * Chat session that enables sending messages to the model with previous\n * conversation context.\n *\n * @remarks\n * The session maintains all the turns between user and model.\n */\nexport class Chat {\n  // A promise to represent the current state of the message being sent to the\n  // model.\n  private sendPromise: Promise<void> = Promise.resolve();\n\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly modelsModule: Models,\n    private readonly model: string,\n    private readonly config: types.GenerateContentConfig = {},\n    private history: types.Content[] = [],\n  ) {\n    validateHistory(history);\n  }\n\n  /**\n   * Sends a message to the model and returns the response.\n   *\n   * @remarks\n   * This method will wait for the previous message to be processed before\n   * sending the next message.\n   *\n   * @see {@link Chat#sendMessageStream} for streaming method.\n   * @param params - parameters for sending messages within a chat session.\n   * @returns The model's response.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({model: 'gemini-2.0-flash'});\n   * const response = await chat.sendMessage({\n   *   message: 'Why is the sky blue?'\n   * });\n   * console.log(response.text);\n   * ```\n   */\n  async sendMessage(\n    params: types.SendMessageParameters,\n  ): Promise<types.GenerateContentResponse> {\n    await this.sendPromise;\n    const inputContent = t.tContent(this.apiClient, params.message);\n    const responsePromise = this.modelsModule.generateContent({\n      model: this.model,\n      contents: this.getHistory(true).concat(inputContent),\n      config: params.config ?? this.config,\n    });\n    this.sendPromise = (async () => {\n      const response = await responsePromise;\n      const outputContent = response.candidates?.[0]?.content;\n\n      // Because the AFC input contains the entire curated chat history in\n      // addition to the new user input, we need to truncate the AFC history\n      // to deduplicate the existing chat history.\n      const fullAutomaticFunctionCallingHistory =\n        response.automaticFunctionCallingHistory;\n      const index = this.getHistory(true).length;\n\n      let automaticFunctionCallingHistory: types.Content[] = [];\n      if (fullAutomaticFunctionCallingHistory != null) {\n        automaticFunctionCallingHistory =\n          fullAutomaticFunctionCallingHistory.slice(index) ?? [];\n      }\n\n      const modelOutput = outputContent ? [outputContent] : [];\n      this.recordHistory(\n        inputContent,\n        modelOutput,\n        automaticFunctionCallingHistory,\n      );\n      return;\n    })();\n    await this.sendPromise.catch(() => {\n      // Resets sendPromise to avoid subsequent calls failing\n      this.sendPromise = Promise.resolve();\n    });\n    return responsePromise;\n  }\n\n  /**\n   * Sends a message to the model and returns the response in chunks.\n   *\n   * @remarks\n   * This method will wait for the previous message to be processed before\n   * sending the next message.\n   *\n   * @see {@link Chat#sendMessage} for non-streaming method.\n   * @param params - parameters for sending the message.\n   * @return The model's response.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({model: 'gemini-2.0-flash'});\n   * const response = await chat.sendMessageStream({\n   *   message: 'Why is the sky blue?'\n   * });\n   * for await (const chunk of response) {\n   *   console.log(chunk.text);\n   * }\n   * ```\n   */\n  async sendMessageStream(\n    params: types.SendMessageParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    await this.sendPromise;\n    const inputContent = t.tContent(this.apiClient, params.message);\n    const streamResponse = this.modelsModule.generateContentStream({\n      model: this.model,\n      contents: this.getHistory(true).concat(inputContent),\n      config: params.config ?? this.config,\n    });\n    // Resolve the internal tracking of send completion promise - `sendPromise`\n    // for both success and failure response. The actual failure is still\n    // propagated by the `await streamResponse`.\n    this.sendPromise = streamResponse\n      .then(() => undefined)\n      .catch(() => undefined);\n    const response = await streamResponse;\n    const result = this.processStreamResponse(response, inputContent);\n    return result;\n  }\n\n  /**\n   * Returns the chat history.\n   *\n   * @remarks\n   * The history is a list of contents alternating between user and model.\n   *\n   * There are two types of history:\n   * - The `curated history` contains only the valid turns between user and\n   * model, which will be included in the subsequent requests sent to the model.\n   * - The `comprehensive history` contains all turns, including invalid or\n   *   empty model outputs, providing a complete record of the history.\n   *\n   * The history is updated after receiving the response from the model,\n   * for streaming response, it means receiving the last chunk of the response.\n   *\n   * The `comprehensive history` is returned by default. To get the `curated\n   * history`, set the `curated` parameter to `true`.\n   *\n   * @param curated - whether to return the curated history or the comprehensive\n   *     history.\n   * @return History contents alternating between user and model for the entire\n   *     chat session.\n   */\n  getHistory(curated: boolean = false): types.Content[] {\n    const history = curated\n      ? extractCuratedHistory(this.history)\n      : this.history;\n    // Deep copy the history to avoid mutating the history outside of the\n    // chat session.\n    return structuredClone(history);\n  }\n\n  private async *processStreamResponse(\n    streamResponse: AsyncGenerator<types.GenerateContentResponse>,\n    inputContent: types.Content,\n  ) {\n    const outputContent: types.Content[] = [];\n    for await (const chunk of streamResponse) {\n      if (isValidResponse(chunk)) {\n        const content = chunk.candidates?.[0]?.content;\n        if (content !== undefined) {\n          outputContent.push(content);\n        }\n      }\n      yield chunk;\n    }\n    this.recordHistory(inputContent, outputContent);\n  }\n\n  private recordHistory(\n    userInput: types.Content,\n    modelOutput: types.Content[],\n    automaticFunctionCallingHistory?: types.Content[],\n  ) {\n    let outputContents: types.Content[] = [];\n    if (\n      modelOutput.length > 0 &&\n      modelOutput.every((content) => content.role !== undefined)\n    ) {\n      outputContents = modelOutput;\n    } else {\n      // Appends an empty content when model returns empty response, so that the\n      // history is always alternating between user and model.\n      outputContents.push({\n        role: 'model',\n        parts: [],\n      } as types.Content);\n    }\n    if (\n      automaticFunctionCallingHistory &&\n      automaticFunctionCallingHistory.length > 0\n    ) {\n      this.history.push(\n        ...extractCuratedHistory(automaticFunctionCallingHistory!),\n      );\n    } else {\n      this.history.push(userInput);\n    }\n    this.history.push(...outputContents);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function listFilesConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listFilesParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listFilesConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function fileStatusToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FileStatus,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDetails = common.getValueByPath(fromObject, ['details']);\n  if (fromDetails != null) {\n    common.setValueByPath(toObject, ['details'], fromDetails);\n  }\n\n  const fromMessage = common.getValueByPath(fromObject, ['message']);\n  if (fromMessage != null) {\n    common.setValueByPath(toObject, ['message'], fromMessage);\n  }\n\n  const fromCode = common.getValueByPath(fromObject, ['code']);\n  if (fromCode != null) {\n    common.setValueByPath(toObject, ['code'], fromCode);\n  }\n\n  return toObject;\n}\n\nexport function fileToMldev(\n  apiClient: ApiClient,\n  fromObject: types.File,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSizeBytes = common.getValueByPath(fromObject, ['sizeBytes']);\n  if (fromSizeBytes != null) {\n    common.setValueByPath(toObject, ['sizeBytes'], fromSizeBytes);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromExpirationTime = common.getValueByPath(fromObject, [\n    'expirationTime',\n  ]);\n  if (fromExpirationTime != null) {\n    common.setValueByPath(toObject, ['expirationTime'], fromExpirationTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromSha256Hash = common.getValueByPath(fromObject, ['sha256Hash']);\n  if (fromSha256Hash != null) {\n    common.setValueByPath(toObject, ['sha256Hash'], fromSha256Hash);\n  }\n\n  const fromUri = common.getValueByPath(fromObject, ['uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromDownloadUri = common.getValueByPath(fromObject, ['downloadUri']);\n  if (fromDownloadUri != null) {\n    common.setValueByPath(toObject, ['downloadUri'], fromDownloadUri);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(toObject, ['state'], fromState);\n  }\n\n  const fromSource = common.getValueByPath(fromObject, ['source']);\n  if (fromSource != null) {\n    common.setValueByPath(toObject, ['source'], fromSource);\n  }\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(toObject, ['videoMetadata'], fromVideoMetadata);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(\n      toObject,\n      ['error'],\n      fileStatusToMldev(apiClient, fromError),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFile = common.getValueByPath(fromObject, ['file']);\n  if (fromFile != null) {\n    common.setValueByPath(toObject, ['file'], fileToMldev(apiClient, fromFile));\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function getFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'file'],\n      t.tFileName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'file'],\n      t.tFileName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function fileStatusFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.FileStatus,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDetails = common.getValueByPath(fromObject, ['details']);\n  if (fromDetails != null) {\n    common.setValueByPath(toObject, ['details'], fromDetails);\n  }\n\n  const fromMessage = common.getValueByPath(fromObject, ['message']);\n  if (fromMessage != null) {\n    common.setValueByPath(toObject, ['message'], fromMessage);\n  }\n\n  const fromCode = common.getValueByPath(fromObject, ['code']);\n  if (fromCode != null) {\n    common.setValueByPath(toObject, ['code'], fromCode);\n  }\n\n  return toObject;\n}\n\nexport function fileFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.File,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSizeBytes = common.getValueByPath(fromObject, ['sizeBytes']);\n  if (fromSizeBytes != null) {\n    common.setValueByPath(toObject, ['sizeBytes'], fromSizeBytes);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromExpirationTime = common.getValueByPath(fromObject, [\n    'expirationTime',\n  ]);\n  if (fromExpirationTime != null) {\n    common.setValueByPath(toObject, ['expirationTime'], fromExpirationTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromSha256Hash = common.getValueByPath(fromObject, ['sha256Hash']);\n  if (fromSha256Hash != null) {\n    common.setValueByPath(toObject, ['sha256Hash'], fromSha256Hash);\n  }\n\n  const fromUri = common.getValueByPath(fromObject, ['uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromDownloadUri = common.getValueByPath(fromObject, ['downloadUri']);\n  if (fromDownloadUri != null) {\n    common.setValueByPath(toObject, ['downloadUri'], fromDownloadUri);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(toObject, ['state'], fromState);\n  }\n\n  const fromSource = common.getValueByPath(fromObject, ['source']);\n  if (fromSource != null) {\n    common.setValueByPath(toObject, ['source'], fromSource);\n  }\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(toObject, ['videoMetadata'], fromVideoMetadata);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(\n      toObject,\n      ['error'],\n      fileStatusFromMldev(apiClient, fromError),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listFilesResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromFiles = common.getValueByPath(fromObject, ['files']);\n  if (fromFiles != null) {\n    let transformedList = fromFiles;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return fileFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['files'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function createFileResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function deleteFileResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_files_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Files extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Lists all current project files from the service.\n   *\n   * @param params - The parameters for the list request\n   * @return The paginated results of the list of files\n   *\n   * @example\n   * The following code prints the names of all files from the service, the\n   * size of each page is 10.\n   *\n   * ```ts\n   * const listResponse = await ai.files.list({config: {'pageSize': 10}});\n   * for await (const file of listResponse) {\n   *   console.log(file.name);\n   * }\n   * ```\n   */\n  list = async (\n    params: types.ListFilesParameters = {},\n  ): Promise<Pager<types.File>> => {\n    return new Pager<types.File>(\n      PagedItem.PAGED_ITEM_FILES,\n      (x: types.ListFilesParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Uploads a file asynchronously to the Gemini API.\n   * This method is not available in Vertex AI.\n   * Supported upload sources:\n   * - Node.js: File path (string) or Blob object.\n   * - Browser: Blob object (e.g., File).\n   *\n   * @remarks\n   * The `mimeType` can be specified in the `config` parameter. If omitted:\n   *  - For file path (string) inputs, the `mimeType` will be inferred from the\n   *     file extension.\n   *  - For Blob object inputs, the `mimeType` will be set to the Blob's `type`\n   *     property.\n   * Somex eamples for file extension to mimeType mapping:\n   * .txt -> text/plain\n   * .json -> application/json\n   * .jpg  -> image/jpeg\n   * .png -> image/png\n   * .mp3 -> audio/mpeg\n   * .mp4 -> video/mp4\n   *\n   * This section can contain multiple paragraphs and code examples.\n   *\n   * @param params - Optional parameters specified in the\n   *        `types.UploadFileParameters` interface.\n   *         @see {@link types.UploadFileParameters#config} for the optional\n   *         config in the parameters.\n   * @return A promise that resolves to a `types.File` object.\n   * @throws An error if called on a Vertex AI client.\n   * @throws An error if the `mimeType` is not provided and can not be inferred,\n   * the `mimeType` can be provided in the `params.config` parameter.\n   * @throws An error occurs if a suitable upload location cannot be established.\n   *\n   * @example\n   * The following code uploads a file to Gemini API.\n   *\n   * ```ts\n   * const file = await ai.files.upload({file: 'file.txt', config: {\n   *   mimeType: 'text/plain',\n   * }});\n   * console.log(file.name);\n   * ```\n   */\n  async upload(params: types.UploadFileParameters): Promise<types.File> {\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'Vertex AI does not support uploading files. You can share files through a GCS bucket.',\n      );\n    }\n\n    return this.apiClient\n      .uploadFile(params.file, params.config)\n      .then((response) => {\n        const file = converters.fileFromMldev(this.apiClient, response);\n        return file as types.File;\n      });\n  }\n\n  /**\n   * Downloads a remotely stored file asynchronously to a location specified in\n   * the `params` object. This method only works on Node environment, to\n   * download files in the browser, use a browser compliant method like an <a>\n   * tag.\n   *\n   * @param params - The parameters for the download request.\n   *\n   * @example\n   * The following code downloads an example file named \"files/mehozpxf877d\" as\n   * \"file.txt\".\n   *\n   * ```ts\n   * await ai.files.download({file: file.name, downloadPath: 'file.txt'});\n   * ```\n   */\n\n  async download(params: types.DownloadFileParameters): Promise<void> {\n    await this.apiClient.downloadFile(params);\n  }\n\n  private async listInternal(\n    params: types.ListFilesParameters,\n  ): Promise<types.ListFilesResponse> {\n    let response: Promise<types.ListFilesResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.listFilesParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap('files', body['_url'] as Record<string, unknown>);\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListFilesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listFilesResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListFilesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async createInternal(\n    params: types.CreateFileParameters,\n  ): Promise<types.CreateFileResponse> {\n    let response: Promise<types.CreateFileResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.createFileParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'upload/v1beta/files',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CreateFileResponse>;\n\n      return response.then(() => {\n        const resp = converters.createFileResponseFromMldev();\n        const typedResp = new types.CreateFileResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Retrieves the file information from the service.\n   *\n   * @param params - The parameters for the get request\n   * @return The Promise that resolves to the types.File object requested.\n   *\n   * @example\n   * ```ts\n   * const config: GetFileParameters = {\n   *   name: fileName,\n   * };\n   * file = await ai.files.get(config);\n   * console.log(file.name);\n   * ```\n   */\n  async get(params: types.GetFileParameters): Promise<types.File> {\n    let response: Promise<types.File>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.getFileParametersToMldev(this.apiClient, params);\n      path = common.formatMap(\n        'files/{file}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.File>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.fileFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.File;\n      });\n    }\n  }\n\n  /**\n   * Deletes a remotely stored file.\n   *\n   * @param params - The parameters for the delete request.\n   * @return The DeleteFileResponse, the response for the delete method.\n   *\n   * @example\n   * The following code deletes an example file named \"files/mehozpxf877d\".\n   *\n   * ```ts\n   * await ai.files.delete({name: file.name});\n   * ```\n   */\n  async delete(\n    params: types.DeleteFileParameters,\n  ): Promise<types.DeleteFileResponse> {\n    let response: Promise<types.DeleteFileResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.deleteFileParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'files/{file}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteFileResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteFileResponseFromMldev();\n        const typedResp = new types.DeleteFileResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function prebuiltVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToMldev(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToVertex(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeaker = common.getValueByPath(fromObject, ['speaker']);\n  if (fromSpeaker != null) {\n    common.setValueByPath(toObject, ['speaker'], fromSpeaker);\n  }\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['speaker']) !== undefined) {\n    throw new Error('speaker parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['voiceConfig']) !== undefined) {\n    throw new Error('voiceConfig parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeakerVoiceConfigs = common.getValueByPath(fromObject, [\n    'speakerVoiceConfigs',\n  ]);\n  if (fromSpeakerVoiceConfigs != null) {\n    let transformedList = fromSpeakerVoiceConfigs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return speakerVoiceConfigToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['speakerVoiceConfigs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['speakerVoiceConfigs']) !== undefined\n  ) {\n    throw new Error(\n      'speakerVoiceConfigs parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  const fromMultiSpeakerVoiceConfig = common.getValueByPath(fromObject, [\n    'multiSpeakerVoiceConfig',\n  ]);\n  if (fromMultiSpeakerVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['multiSpeakerVoiceConfig'],\n      multiSpeakerVoiceConfigToMldev(apiClient, fromMultiSpeakerVoiceConfig),\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToVertex(apiClient, fromVoiceConfig),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['multiSpeakerVoiceConfig']) !== undefined\n  ) {\n    throw new Error(\n      'multiSpeakerVoiceConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function sessionResumptionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SessionResumptionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromHandle = common.getValueByPath(fromObject, ['handle']);\n  if (fromHandle != null) {\n    common.setValueByPath(toObject, ['handle'], fromHandle);\n  }\n\n  if (common.getValueByPath(fromObject, ['transparent']) !== undefined) {\n    throw new Error('transparent parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function sessionResumptionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SessionResumptionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromHandle = common.getValueByPath(fromObject, ['handle']);\n  if (fromHandle != null) {\n    common.setValueByPath(toObject, ['handle'], fromHandle);\n  }\n\n  const fromTransparent = common.getValueByPath(fromObject, ['transparent']);\n  if (fromTransparent != null) {\n    common.setValueByPath(toObject, ['transparent'], fromTransparent);\n  }\n\n  return toObject;\n}\n\nexport function audioTranscriptionConfigToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function audioTranscriptionConfigToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function automaticActivityDetectionToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AutomaticActivityDetection,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisabled = common.getValueByPath(fromObject, ['disabled']);\n  if (fromDisabled != null) {\n    common.setValueByPath(toObject, ['disabled'], fromDisabled);\n  }\n\n  const fromStartOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'startOfSpeechSensitivity',\n  ]);\n  if (fromStartOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['startOfSpeechSensitivity'],\n      fromStartOfSpeechSensitivity,\n    );\n  }\n\n  const fromEndOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'endOfSpeechSensitivity',\n  ]);\n  if (fromEndOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['endOfSpeechSensitivity'],\n      fromEndOfSpeechSensitivity,\n    );\n  }\n\n  const fromPrefixPaddingMs = common.getValueByPath(fromObject, [\n    'prefixPaddingMs',\n  ]);\n  if (fromPrefixPaddingMs != null) {\n    common.setValueByPath(toObject, ['prefixPaddingMs'], fromPrefixPaddingMs);\n  }\n\n  const fromSilenceDurationMs = common.getValueByPath(fromObject, [\n    'silenceDurationMs',\n  ]);\n  if (fromSilenceDurationMs != null) {\n    common.setValueByPath(\n      toObject,\n      ['silenceDurationMs'],\n      fromSilenceDurationMs,\n    );\n  }\n\n  return toObject;\n}\n\nexport function automaticActivityDetectionToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AutomaticActivityDetection,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisabled = common.getValueByPath(fromObject, ['disabled']);\n  if (fromDisabled != null) {\n    common.setValueByPath(toObject, ['disabled'], fromDisabled);\n  }\n\n  const fromStartOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'startOfSpeechSensitivity',\n  ]);\n  if (fromStartOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['startOfSpeechSensitivity'],\n      fromStartOfSpeechSensitivity,\n    );\n  }\n\n  const fromEndOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'endOfSpeechSensitivity',\n  ]);\n  if (fromEndOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['endOfSpeechSensitivity'],\n      fromEndOfSpeechSensitivity,\n    );\n  }\n\n  const fromPrefixPaddingMs = common.getValueByPath(fromObject, [\n    'prefixPaddingMs',\n  ]);\n  if (fromPrefixPaddingMs != null) {\n    common.setValueByPath(toObject, ['prefixPaddingMs'], fromPrefixPaddingMs);\n  }\n\n  const fromSilenceDurationMs = common.getValueByPath(fromObject, [\n    'silenceDurationMs',\n  ]);\n  if (fromSilenceDurationMs != null) {\n    common.setValueByPath(\n      toObject,\n      ['silenceDurationMs'],\n      fromSilenceDurationMs,\n    );\n  }\n\n  return toObject;\n}\n\nexport function realtimeInputConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RealtimeInputConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAutomaticActivityDetection = common.getValueByPath(fromObject, [\n    'automaticActivityDetection',\n  ]);\n  if (fromAutomaticActivityDetection != null) {\n    common.setValueByPath(\n      toObject,\n      ['automaticActivityDetection'],\n      automaticActivityDetectionToMldev(\n        apiClient,\n        fromAutomaticActivityDetection,\n      ),\n    );\n  }\n\n  const fromActivityHandling = common.getValueByPath(fromObject, [\n    'activityHandling',\n  ]);\n  if (fromActivityHandling != null) {\n    common.setValueByPath(toObject, ['activityHandling'], fromActivityHandling);\n  }\n\n  const fromTurnCoverage = common.getValueByPath(fromObject, ['turnCoverage']);\n  if (fromTurnCoverage != null) {\n    common.setValueByPath(toObject, ['turnCoverage'], fromTurnCoverage);\n  }\n\n  return toObject;\n}\n\nexport function realtimeInputConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RealtimeInputConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAutomaticActivityDetection = common.getValueByPath(fromObject, [\n    'automaticActivityDetection',\n  ]);\n  if (fromAutomaticActivityDetection != null) {\n    common.setValueByPath(\n      toObject,\n      ['automaticActivityDetection'],\n      automaticActivityDetectionToVertex(\n        apiClient,\n        fromAutomaticActivityDetection,\n      ),\n    );\n  }\n\n  const fromActivityHandling = common.getValueByPath(fromObject, [\n    'activityHandling',\n  ]);\n  if (fromActivityHandling != null) {\n    common.setValueByPath(toObject, ['activityHandling'], fromActivityHandling);\n  }\n\n  const fromTurnCoverage = common.getValueByPath(fromObject, ['turnCoverage']);\n  if (fromTurnCoverage != null) {\n    common.setValueByPath(toObject, ['turnCoverage'], fromTurnCoverage);\n  }\n\n  return toObject;\n}\n\nexport function slidingWindowToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SlidingWindow,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTargetTokens = common.getValueByPath(fromObject, ['targetTokens']);\n  if (fromTargetTokens != null) {\n    common.setValueByPath(toObject, ['targetTokens'], fromTargetTokens);\n  }\n\n  return toObject;\n}\n\nexport function slidingWindowToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SlidingWindow,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTargetTokens = common.getValueByPath(fromObject, ['targetTokens']);\n  if (fromTargetTokens != null) {\n    common.setValueByPath(toObject, ['targetTokens'], fromTargetTokens);\n  }\n\n  return toObject;\n}\n\nexport function contextWindowCompressionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ContextWindowCompressionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTriggerTokens = common.getValueByPath(fromObject, [\n    'triggerTokens',\n  ]);\n  if (fromTriggerTokens != null) {\n    common.setValueByPath(toObject, ['triggerTokens'], fromTriggerTokens);\n  }\n\n  const fromSlidingWindow = common.getValueByPath(fromObject, [\n    'slidingWindow',\n  ]);\n  if (fromSlidingWindow != null) {\n    common.setValueByPath(\n      toObject,\n      ['slidingWindow'],\n      slidingWindowToMldev(apiClient, fromSlidingWindow),\n    );\n  }\n\n  return toObject;\n}\n\nexport function contextWindowCompressionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContextWindowCompressionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTriggerTokens = common.getValueByPath(fromObject, [\n    'triggerTokens',\n  ]);\n  if (fromTriggerTokens != null) {\n    common.setValueByPath(toObject, ['triggerTokens'], fromTriggerTokens);\n  }\n\n  const fromSlidingWindow = common.getValueByPath(fromObject, [\n    'slidingWindow',\n  ]);\n  if (fromSlidingWindow != null) {\n    common.setValueByPath(\n      toObject,\n      ['slidingWindow'],\n      slidingWindowToVertex(apiClient, fromSlidingWindow),\n    );\n  }\n\n  return toObject;\n}\n\nexport function proactivityConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ProactivityConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromProactiveAudio = common.getValueByPath(fromObject, [\n    'proactiveAudio',\n  ]);\n  if (fromProactiveAudio != null) {\n    common.setValueByPath(toObject, ['proactiveAudio'], fromProactiveAudio);\n  }\n\n  return toObject;\n}\n\nexport function proactivityConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ProactivityConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromProactiveAudio = common.getValueByPath(fromObject, [\n    'proactiveAudio',\n  ]);\n  if (fromProactiveAudio != null) {\n    common.setValueByPath(toObject, ['proactiveAudio'], fromProactiveAudio);\n  }\n\n  return toObject;\n}\n\nexport function liveConnectConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (parentObject !== undefined && fromResponseModalities != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (parentObject !== undefined && fromTemperature != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'temperature'],\n      fromTemperature,\n    );\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (parentObject !== undefined && fromTopP != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topP'],\n      fromTopP,\n    );\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (parentObject !== undefined && fromTopK != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topK'],\n      fromTopK,\n    );\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (parentObject !== undefined && fromMaxOutputTokens != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'maxOutputTokens'],\n      fromMaxOutputTokens,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (parentObject !== undefined && fromMediaResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'mediaResolution'],\n      fromMediaResolution,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'seed'],\n      fromSeed,\n    );\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (parentObject !== undefined && fromSpeechConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'speechConfig'],\n      speechConfigToMldev(\n        apiClient,\n        t.tLiveSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromEnableAffectiveDialog = common.getValueByPath(fromObject, [\n    'enableAffectiveDialog',\n  ]);\n  if (parentObject !== undefined && fromEnableAffectiveDialog != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'enableAffectiveDialog'],\n      fromEnableAffectiveDialog,\n    );\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['setup', 'tools'], transformedList);\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (parentObject !== undefined && fromSessionResumption != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'sessionResumption'],\n      sessionResumptionConfigToMldev(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'inputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'outputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (parentObject !== undefined && fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'realtimeInputConfig'],\n      realtimeInputConfigToMldev(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (parentObject !== undefined && fromContextWindowCompression != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'contextWindowCompression'],\n      contextWindowCompressionConfigToMldev(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (parentObject !== undefined && fromProactivity != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'proactivity'],\n      proactivityConfigToMldev(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (parentObject !== undefined && fromResponseModalities != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (parentObject !== undefined && fromTemperature != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'temperature'],\n      fromTemperature,\n    );\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (parentObject !== undefined && fromTopP != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topP'],\n      fromTopP,\n    );\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (parentObject !== undefined && fromTopK != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topK'],\n      fromTopK,\n    );\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (parentObject !== undefined && fromMaxOutputTokens != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'maxOutputTokens'],\n      fromMaxOutputTokens,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (parentObject !== undefined && fromMediaResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'mediaResolution'],\n      fromMediaResolution,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'seed'],\n      fromSeed,\n    );\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (parentObject !== undefined && fromSpeechConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'speechConfig'],\n      speechConfigToVertex(\n        apiClient,\n        t.tLiveSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromEnableAffectiveDialog = common.getValueByPath(fromObject, [\n    'enableAffectiveDialog',\n  ]);\n  if (parentObject !== undefined && fromEnableAffectiveDialog != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'enableAffectiveDialog'],\n      fromEnableAffectiveDialog,\n    );\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['setup', 'tools'], transformedList);\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (parentObject !== undefined && fromSessionResumption != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'sessionResumption'],\n      sessionResumptionConfigToVertex(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'inputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'outputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (parentObject !== undefined && fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'realtimeInputConfig'],\n      realtimeInputConfigToVertex(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (parentObject !== undefined && fromContextWindowCompression != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'contextWindowCompression'],\n      contextWindowCompressionConfigToVertex(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (parentObject !== undefined && fromProactivity != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'proactivity'],\n      proactivityConfigToVertex(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      liveConnectConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      liveConnectConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function activityStartToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityStartToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityEndToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityEndToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveSendRealtimeInputParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveSendRealtimeInputParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMedia = common.getValueByPath(fromObject, ['media']);\n  if (fromMedia != null) {\n    common.setValueByPath(\n      toObject,\n      ['mediaChunks'],\n      t.tBlobs(apiClient, fromMedia),\n    );\n  }\n\n  const fromAudio = common.getValueByPath(fromObject, ['audio']);\n  if (fromAudio != null) {\n    common.setValueByPath(\n      toObject,\n      ['audio'],\n      t.tAudioBlob(apiClient, fromAudio),\n    );\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  const fromVideo = common.getValueByPath(fromObject, ['video']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      t.tImageBlob(apiClient, fromVideo),\n    );\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToMldev());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToMldev());\n  }\n\n  return toObject;\n}\n\nexport function liveSendRealtimeInputParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveSendRealtimeInputParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMedia = common.getValueByPath(fromObject, ['media']);\n  if (fromMedia != null) {\n    common.setValueByPath(\n      toObject,\n      ['mediaChunks'],\n      t.tBlobs(apiClient, fromMedia),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['audio']) !== undefined) {\n    throw new Error('audio parameter is not supported in Vertex AI.');\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  if (common.getValueByPath(fromObject, ['video']) !== undefined) {\n    throw new Error('video parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToVertex());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToVertex());\n  }\n\n  return toObject;\n}\n\nexport function liveClientSetupToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (fromGenerationConfig != null) {\n    common.setValueByPath(toObject, ['generationConfig'], fromGenerationConfig);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (fromSystemInstruction != null) {\n    common.setValueByPath(\n      toObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(toObject, ['tools'], transformedList);\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInputConfig'],\n      realtimeInputConfigToMldev(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (fromSessionResumption != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumption'],\n      sessionResumptionConfigToMldev(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (fromContextWindowCompression != null) {\n    common.setValueByPath(\n      toObject,\n      ['contextWindowCompression'],\n      contextWindowCompressionConfigToMldev(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (fromProactivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['proactivity'],\n      proactivityConfigToMldev(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientSetupToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (fromGenerationConfig != null) {\n    common.setValueByPath(toObject, ['generationConfig'], fromGenerationConfig);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (fromSystemInstruction != null) {\n    common.setValueByPath(\n      toObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(toObject, ['tools'], transformedList);\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInputConfig'],\n      realtimeInputConfigToVertex(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (fromSessionResumption != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumption'],\n      sessionResumptionConfigToVertex(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (fromContextWindowCompression != null) {\n    common.setValueByPath(\n      toObject,\n      ['contextWindowCompression'],\n      contextWindowCompressionConfigToVertex(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (fromProactivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['proactivity'],\n      proactivityConfigToVertex(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientContentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTurns = common.getValueByPath(fromObject, ['turns']);\n  if (fromTurns != null) {\n    let transformedList = fromTurns;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['turns'], transformedList);\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  return toObject;\n}\n\nexport function liveClientContentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTurns = common.getValueByPath(fromObject, ['turns']);\n  if (fromTurns != null) {\n    let transformedList = fromTurns;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['turns'], transformedList);\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  return toObject;\n}\n\nexport function liveClientRealtimeInputToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientRealtimeInput,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMediaChunks = common.getValueByPath(fromObject, ['mediaChunks']);\n  if (fromMediaChunks != null) {\n    common.setValueByPath(toObject, ['mediaChunks'], fromMediaChunks);\n  }\n\n  const fromAudio = common.getValueByPath(fromObject, ['audio']);\n  if (fromAudio != null) {\n    common.setValueByPath(toObject, ['audio'], fromAudio);\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  const fromVideo = common.getValueByPath(fromObject, ['video']);\n  if (fromVideo != null) {\n    common.setValueByPath(toObject, ['video'], fromVideo);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToMldev());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToMldev());\n  }\n\n  return toObject;\n}\n\nexport function liveClientRealtimeInputToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientRealtimeInput,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMediaChunks = common.getValueByPath(fromObject, ['mediaChunks']);\n  if (fromMediaChunks != null) {\n    common.setValueByPath(toObject, ['mediaChunks'], fromMediaChunks);\n  }\n\n  if (common.getValueByPath(fromObject, ['audio']) !== undefined) {\n    throw new Error('audio parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['audioStreamEnd']) !== undefined) {\n    throw new Error('audioStreamEnd parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['video']) !== undefined) {\n    throw new Error('video parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToVertex());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToVertex());\n  }\n\n  return toObject;\n}\n\nexport function functionResponseToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWillContinue = common.getValueByPath(fromObject, ['willContinue']);\n  if (fromWillContinue != null) {\n    common.setValueByPath(toObject, ['willContinue'], fromWillContinue);\n  }\n\n  const fromScheduling = common.getValueByPath(fromObject, ['scheduling']);\n  if (fromScheduling != null) {\n    common.setValueByPath(toObject, ['scheduling'], fromScheduling);\n  }\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function functionResponseToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['willContinue']) !== undefined) {\n    throw new Error('willContinue parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['scheduling']) !== undefined) {\n    throw new Error('scheduling parameter is not supported in Vertex AI.');\n  }\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function liveClientToolResponseToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientToolResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionResponses = common.getValueByPath(fromObject, [\n    'functionResponses',\n  ]);\n  if (fromFunctionResponses != null) {\n    let transformedList = fromFunctionResponses;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionResponseToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionResponses'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveClientToolResponseToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientToolResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionResponses = common.getValueByPath(fromObject, [\n    'functionResponses',\n  ]);\n  if (fromFunctionResponses != null) {\n    let transformedList = fromFunctionResponses;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionResponseToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionResponses'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveClientMessageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveClientSetupToMldev(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveClientContentToMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromRealtimeInput = common.getValueByPath(fromObject, [\n    'realtimeInput',\n  ]);\n  if (fromRealtimeInput != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInput'],\n      liveClientRealtimeInputToMldev(apiClient, fromRealtimeInput),\n    );\n  }\n\n  const fromToolResponse = common.getValueByPath(fromObject, ['toolResponse']);\n  if (fromToolResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolResponse'],\n      liveClientToolResponseToMldev(apiClient, fromToolResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientMessageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveClientSetupToVertex(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveClientContentToVertex(apiClient, fromClientContent),\n    );\n  }\n\n  const fromRealtimeInput = common.getValueByPath(fromObject, [\n    'realtimeInput',\n  ]);\n  if (fromRealtimeInput != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInput'],\n      liveClientRealtimeInputToVertex(apiClient, fromRealtimeInput),\n    );\n  }\n\n  const fromToolResponse = common.getValueByPath(fromObject, ['toolResponse']);\n  if (fromToolResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolResponse'],\n      liveClientToolResponseToVertex(apiClient, fromToolResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicConnectParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['setup', 'model'], fromModel);\n  }\n\n  const fromCallbacks = common.getValueByPath(fromObject, ['callbacks']);\n  if (fromCallbacks != null) {\n    common.setValueByPath(toObject, ['callbacks'], fromCallbacks);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicConnectParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['model']) !== undefined) {\n    throw new Error('model parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['callbacks']) !== undefined) {\n    throw new Error('callbacks parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptToMldev(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromWeight = common.getValueByPath(fromObject, ['weight']);\n  if (fromWeight != null) {\n    common.setValueByPath(toObject, ['weight'], fromWeight);\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptToVertex(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['weight']) !== undefined) {\n    throw new Error('weight parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetWeightedPromptsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetWeightedPromptsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetWeightedPromptsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetWeightedPromptsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['weightedPrompts']) !== undefined) {\n    throw new Error('weightedPrompts parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromGuidance = common.getValueByPath(fromObject, ['guidance']);\n  if (fromGuidance != null) {\n    common.setValueByPath(toObject, ['guidance'], fromGuidance);\n  }\n\n  const fromBpm = common.getValueByPath(fromObject, ['bpm']);\n  if (fromBpm != null) {\n    common.setValueByPath(toObject, ['bpm'], fromBpm);\n  }\n\n  const fromDensity = common.getValueByPath(fromObject, ['density']);\n  if (fromDensity != null) {\n    common.setValueByPath(toObject, ['density'], fromDensity);\n  }\n\n  const fromBrightness = common.getValueByPath(fromObject, ['brightness']);\n  if (fromBrightness != null) {\n    common.setValueByPath(toObject, ['brightness'], fromBrightness);\n  }\n\n  const fromScale = common.getValueByPath(fromObject, ['scale']);\n  if (fromScale != null) {\n    common.setValueByPath(toObject, ['scale'], fromScale);\n  }\n\n  const fromMuteBass = common.getValueByPath(fromObject, ['muteBass']);\n  if (fromMuteBass != null) {\n    common.setValueByPath(toObject, ['muteBass'], fromMuteBass);\n  }\n\n  const fromMuteDrums = common.getValueByPath(fromObject, ['muteDrums']);\n  if (fromMuteDrums != null) {\n    common.setValueByPath(toObject, ['muteDrums'], fromMuteDrums);\n  }\n\n  const fromOnlyBassAndDrums = common.getValueByPath(fromObject, [\n    'onlyBassAndDrums',\n  ]);\n  if (fromOnlyBassAndDrums != null) {\n    common.setValueByPath(toObject, ['onlyBassAndDrums'], fromOnlyBassAndDrums);\n  }\n\n  const fromMusicGenerationMode = common.getValueByPath(fromObject, [\n    'musicGenerationMode',\n  ]);\n  if (fromMusicGenerationMode != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationMode'],\n      fromMusicGenerationMode,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['temperature']) !== undefined) {\n    throw new Error('temperature parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['topK']) !== undefined) {\n    throw new Error('topK parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['guidance']) !== undefined) {\n    throw new Error('guidance parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['bpm']) !== undefined) {\n    throw new Error('bpm parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['density']) !== undefined) {\n    throw new Error('density parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['brightness']) !== undefined) {\n    throw new Error('brightness parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['scale']) !== undefined) {\n    throw new Error('scale parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['muteBass']) !== undefined) {\n    throw new Error('muteBass parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['muteDrums']) !== undefined) {\n    throw new Error('muteDrums parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['onlyBassAndDrums']) !== undefined) {\n    throw new Error(\n      'onlyBassAndDrums parameter is not supported in Vertex AI.',\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationMode']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationMode parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetConfigParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetConfigParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigToMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetConfigParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetConfigParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationConfig']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientSetupToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientSetupToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['model']) !== undefined) {\n    throw new Error('model parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['weightedPrompts']) !== undefined) {\n    throw new Error('weightedPrompts parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientMessageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveMusicClientSetupToMldev(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentToMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigToMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  const fromPlaybackControl = common.getValueByPath(fromObject, [\n    'playbackControl',\n  ]);\n  if (fromPlaybackControl != null) {\n    common.setValueByPath(toObject, ['playbackControl'], fromPlaybackControl);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientMessageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['setup']) !== undefined) {\n    throw new Error('setup parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['clientContent']) !== undefined) {\n    throw new Error('clientContent parameter is not supported in Vertex AI.');\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationConfig']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['playbackControl']) !== undefined) {\n    throw new Error('playbackControl parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveServerSetupCompleteFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveServerSetupCompleteFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function videoMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function blobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function partFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function contentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function transcriptionFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Transcription,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFinished = common.getValueByPath(fromObject, ['finished']);\n  if (fromFinished != null) {\n    common.setValueByPath(toObject, ['finished'], fromFinished);\n  }\n\n  return toObject;\n}\n\nexport function transcriptionFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Transcription,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFinished = common.getValueByPath(fromObject, ['finished']);\n  if (fromFinished != null) {\n    common.setValueByPath(toObject, ['finished'], fromFinished);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModelTurn = common.getValueByPath(fromObject, ['modelTurn']);\n  if (fromModelTurn != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelTurn'],\n      contentFromMldev(apiClient, fromModelTurn),\n    );\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  const fromInterrupted = common.getValueByPath(fromObject, ['interrupted']);\n  if (fromInterrupted != null) {\n    common.setValueByPath(toObject, ['interrupted'], fromInterrupted);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromGenerationComplete = common.getValueByPath(fromObject, [\n    'generationComplete',\n  ]);\n  if (fromGenerationComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationComplete'],\n      fromGenerationComplete,\n    );\n  }\n\n  const fromInputTranscription = common.getValueByPath(fromObject, [\n    'inputTranscription',\n  ]);\n  if (fromInputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputTranscription'],\n      transcriptionFromMldev(apiClient, fromInputTranscription),\n    );\n  }\n\n  const fromOutputTranscription = common.getValueByPath(fromObject, [\n    'outputTranscription',\n  ]);\n  if (fromOutputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputTranscription'],\n      transcriptionFromMldev(apiClient, fromOutputTranscription),\n    );\n  }\n\n  const fromUrlContextMetadata = common.getValueByPath(fromObject, [\n    'urlContextMetadata',\n  ]);\n  if (fromUrlContextMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlContextMetadata'],\n      urlContextMetadataFromMldev(apiClient, fromUrlContextMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerContentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModelTurn = common.getValueByPath(fromObject, ['modelTurn']);\n  if (fromModelTurn != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelTurn'],\n      contentFromVertex(apiClient, fromModelTurn),\n    );\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  const fromInterrupted = common.getValueByPath(fromObject, ['interrupted']);\n  if (fromInterrupted != null) {\n    common.setValueByPath(toObject, ['interrupted'], fromInterrupted);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromGenerationComplete = common.getValueByPath(fromObject, [\n    'generationComplete',\n  ]);\n  if (fromGenerationComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationComplete'],\n      fromGenerationComplete,\n    );\n  }\n\n  const fromInputTranscription = common.getValueByPath(fromObject, [\n    'inputTranscription',\n  ]);\n  if (fromInputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputTranscription'],\n      transcriptionFromVertex(apiClient, fromInputTranscription),\n    );\n  }\n\n  const fromOutputTranscription = common.getValueByPath(fromObject, [\n    'outputTranscription',\n  ]);\n  if (fromOutputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputTranscription'],\n      transcriptionFromVertex(apiClient, fromOutputTranscription),\n    );\n  }\n\n  return toObject;\n}\n\nexport function functionCallFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromArgs = common.getValueByPath(fromObject, ['args']);\n  if (fromArgs != null) {\n    common.setValueByPath(toObject, ['args'], fromArgs);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  return toObject;\n}\n\nexport function functionCallFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromArgs = common.getValueByPath(fromObject, ['args']);\n  if (fromArgs != null) {\n    common.setValueByPath(toObject, ['args'], fromArgs);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCalls = common.getValueByPath(fromObject, [\n    'functionCalls',\n  ]);\n  if (fromFunctionCalls != null) {\n    let transformedList = fromFunctionCalls;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionCallFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionCalls'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCalls = common.getValueByPath(fromObject, [\n    'functionCalls',\n  ]);\n  if (fromFunctionCalls != null) {\n    let transformedList = fromFunctionCalls;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionCallFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionCalls'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallCancellationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCallCancellation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIds = common.getValueByPath(fromObject, ['ids']);\n  if (fromIds != null) {\n    common.setValueByPath(toObject, ['ids'], fromIds);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallCancellationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCallCancellation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIds = common.getValueByPath(fromObject, ['ids']);\n  if (fromIds != null) {\n    common.setValueByPath(toObject, ['ids'], fromIds);\n  }\n\n  return toObject;\n}\n\nexport function modalityTokenCountFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ModalityTokenCount,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModality = common.getValueByPath(fromObject, ['modality']);\n  if (fromModality != null) {\n    common.setValueByPath(toObject, ['modality'], fromModality);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function modalityTokenCountFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ModalityTokenCount,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModality = common.getValueByPath(fromObject, ['modality']);\n  if (fromModality != null) {\n    common.setValueByPath(toObject, ['modality'], fromModality);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function usageMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UsageMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPromptTokenCount = common.getValueByPath(fromObject, [\n    'promptTokenCount',\n  ]);\n  if (fromPromptTokenCount != null) {\n    common.setValueByPath(toObject, ['promptTokenCount'], fromPromptTokenCount);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  const fromResponseTokenCount = common.getValueByPath(fromObject, [\n    'responseTokenCount',\n  ]);\n  if (fromResponseTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseTokenCount'],\n      fromResponseTokenCount,\n    );\n  }\n\n  const fromToolUsePromptTokenCount = common.getValueByPath(fromObject, [\n    'toolUsePromptTokenCount',\n  ]);\n  if (fromToolUsePromptTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokenCount'],\n      fromToolUsePromptTokenCount,\n    );\n  }\n\n  const fromThoughtsTokenCount = common.getValueByPath(fromObject, [\n    'thoughtsTokenCount',\n  ]);\n  if (fromThoughtsTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['thoughtsTokenCount'],\n      fromThoughtsTokenCount,\n    );\n  }\n\n  const fromTotalTokenCount = common.getValueByPath(fromObject, [\n    'totalTokenCount',\n  ]);\n  if (fromTotalTokenCount != null) {\n    common.setValueByPath(toObject, ['totalTokenCount'], fromTotalTokenCount);\n  }\n\n  const fromPromptTokensDetails = common.getValueByPath(fromObject, [\n    'promptTokensDetails',\n  ]);\n  if (fromPromptTokensDetails != null) {\n    let transformedList = fromPromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['promptTokensDetails'], transformedList);\n  }\n\n  const fromCacheTokensDetails = common.getValueByPath(fromObject, [\n    'cacheTokensDetails',\n  ]);\n  if (fromCacheTokensDetails != null) {\n    let transformedList = fromCacheTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cacheTokensDetails'], transformedList);\n  }\n\n  const fromResponseTokensDetails = common.getValueByPath(fromObject, [\n    'responseTokensDetails',\n  ]);\n  if (fromResponseTokensDetails != null) {\n    let transformedList = fromResponseTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['responseTokensDetails'], transformedList);\n  }\n\n  const fromToolUsePromptTokensDetails = common.getValueByPath(fromObject, [\n    'toolUsePromptTokensDetails',\n  ]);\n  if (fromToolUsePromptTokensDetails != null) {\n    let transformedList = fromToolUsePromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokensDetails'],\n      transformedList,\n    );\n  }\n\n  return toObject;\n}\n\nexport function usageMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UsageMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPromptTokenCount = common.getValueByPath(fromObject, [\n    'promptTokenCount',\n  ]);\n  if (fromPromptTokenCount != null) {\n    common.setValueByPath(toObject, ['promptTokenCount'], fromPromptTokenCount);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  const fromResponseTokenCount = common.getValueByPath(fromObject, [\n    'candidatesTokenCount',\n  ]);\n  if (fromResponseTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseTokenCount'],\n      fromResponseTokenCount,\n    );\n  }\n\n  const fromToolUsePromptTokenCount = common.getValueByPath(fromObject, [\n    'toolUsePromptTokenCount',\n  ]);\n  if (fromToolUsePromptTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokenCount'],\n      fromToolUsePromptTokenCount,\n    );\n  }\n\n  const fromThoughtsTokenCount = common.getValueByPath(fromObject, [\n    'thoughtsTokenCount',\n  ]);\n  if (fromThoughtsTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['thoughtsTokenCount'],\n      fromThoughtsTokenCount,\n    );\n  }\n\n  const fromTotalTokenCount = common.getValueByPath(fromObject, [\n    'totalTokenCount',\n  ]);\n  if (fromTotalTokenCount != null) {\n    common.setValueByPath(toObject, ['totalTokenCount'], fromTotalTokenCount);\n  }\n\n  const fromPromptTokensDetails = common.getValueByPath(fromObject, [\n    'promptTokensDetails',\n  ]);\n  if (fromPromptTokensDetails != null) {\n    let transformedList = fromPromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['promptTokensDetails'], transformedList);\n  }\n\n  const fromCacheTokensDetails = common.getValueByPath(fromObject, [\n    'cacheTokensDetails',\n  ]);\n  if (fromCacheTokensDetails != null) {\n    let transformedList = fromCacheTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cacheTokensDetails'], transformedList);\n  }\n\n  const fromResponseTokensDetails = common.getValueByPath(fromObject, [\n    'candidatesTokensDetails',\n  ]);\n  if (fromResponseTokensDetails != null) {\n    let transformedList = fromResponseTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['responseTokensDetails'], transformedList);\n  }\n\n  const fromToolUsePromptTokensDetails = common.getValueByPath(fromObject, [\n    'toolUsePromptTokensDetails',\n  ]);\n  if (fromToolUsePromptTokensDetails != null) {\n    let transformedList = fromToolUsePromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokensDetails'],\n      transformedList,\n    );\n  }\n\n  const fromTrafficType = common.getValueByPath(fromObject, ['trafficType']);\n  if (fromTrafficType != null) {\n    common.setValueByPath(toObject, ['trafficType'], fromTrafficType);\n  }\n\n  return toObject;\n}\n\nexport function liveServerGoAwayFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerGoAway,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeLeft = common.getValueByPath(fromObject, ['timeLeft']);\n  if (fromTimeLeft != null) {\n    common.setValueByPath(toObject, ['timeLeft'], fromTimeLeft);\n  }\n\n  return toObject;\n}\n\nexport function liveServerGoAwayFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerGoAway,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeLeft = common.getValueByPath(fromObject, ['timeLeft']);\n  if (fromTimeLeft != null) {\n    common.setValueByPath(toObject, ['timeLeft'], fromTimeLeft);\n  }\n\n  return toObject;\n}\n\nexport function liveServerSessionResumptionUpdateFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerSessionResumptionUpdate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNewHandle = common.getValueByPath(fromObject, ['newHandle']);\n  if (fromNewHandle != null) {\n    common.setValueByPath(toObject, ['newHandle'], fromNewHandle);\n  }\n\n  const fromResumable = common.getValueByPath(fromObject, ['resumable']);\n  if (fromResumable != null) {\n    common.setValueByPath(toObject, ['resumable'], fromResumable);\n  }\n\n  const fromLastConsumedClientMessageIndex = common.getValueByPath(fromObject, [\n    'lastConsumedClientMessageIndex',\n  ]);\n  if (fromLastConsumedClientMessageIndex != null) {\n    common.setValueByPath(\n      toObject,\n      ['lastConsumedClientMessageIndex'],\n      fromLastConsumedClientMessageIndex,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerSessionResumptionUpdateFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerSessionResumptionUpdate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNewHandle = common.getValueByPath(fromObject, ['newHandle']);\n  if (fromNewHandle != null) {\n    common.setValueByPath(toObject, ['newHandle'], fromNewHandle);\n  }\n\n  const fromResumable = common.getValueByPath(fromObject, ['resumable']);\n  if (fromResumable != null) {\n    common.setValueByPath(toObject, ['resumable'], fromResumable);\n  }\n\n  const fromLastConsumedClientMessageIndex = common.getValueByPath(fromObject, [\n    'lastConsumedClientMessageIndex',\n  ]);\n  if (fromLastConsumedClientMessageIndex != null) {\n    common.setValueByPath(\n      toObject,\n      ['lastConsumedClientMessageIndex'],\n      fromLastConsumedClientMessageIndex,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerMessageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveServerSetupCompleteFromMldev(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveServerContentFromMldev(apiClient, fromServerContent),\n    );\n  }\n\n  const fromToolCall = common.getValueByPath(fromObject, ['toolCall']);\n  if (fromToolCall != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCall'],\n      liveServerToolCallFromMldev(apiClient, fromToolCall),\n    );\n  }\n\n  const fromToolCallCancellation = common.getValueByPath(fromObject, [\n    'toolCallCancellation',\n  ]);\n  if (fromToolCallCancellation != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCallCancellation'],\n      liveServerToolCallCancellationFromMldev(\n        apiClient,\n        fromToolCallCancellation,\n      ),\n    );\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['usageMetadata'],\n      usageMetadataFromMldev(apiClient, fromUsageMetadata),\n    );\n  }\n\n  const fromGoAway = common.getValueByPath(fromObject, ['goAway']);\n  if (fromGoAway != null) {\n    common.setValueByPath(\n      toObject,\n      ['goAway'],\n      liveServerGoAwayFromMldev(apiClient, fromGoAway),\n    );\n  }\n\n  const fromSessionResumptionUpdate = common.getValueByPath(fromObject, [\n    'sessionResumptionUpdate',\n  ]);\n  if (fromSessionResumptionUpdate != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumptionUpdate'],\n      liveServerSessionResumptionUpdateFromMldev(\n        apiClient,\n        fromSessionResumptionUpdate,\n      ),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerMessageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveServerSetupCompleteFromVertex(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveServerContentFromVertex(apiClient, fromServerContent),\n    );\n  }\n\n  const fromToolCall = common.getValueByPath(fromObject, ['toolCall']);\n  if (fromToolCall != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCall'],\n      liveServerToolCallFromVertex(apiClient, fromToolCall),\n    );\n  }\n\n  const fromToolCallCancellation = common.getValueByPath(fromObject, [\n    'toolCallCancellation',\n  ]);\n  if (fromToolCallCancellation != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCallCancellation'],\n      liveServerToolCallCancellationFromVertex(\n        apiClient,\n        fromToolCallCancellation,\n      ),\n    );\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['usageMetadata'],\n      usageMetadataFromVertex(apiClient, fromUsageMetadata),\n    );\n  }\n\n  const fromGoAway = common.getValueByPath(fromObject, ['goAway']);\n  if (fromGoAway != null) {\n    common.setValueByPath(\n      toObject,\n      ['goAway'],\n      liveServerGoAwayFromVertex(apiClient, fromGoAway),\n    );\n  }\n\n  const fromSessionResumptionUpdate = common.getValueByPath(fromObject, [\n    'sessionResumptionUpdate',\n  ]);\n  if (fromSessionResumptionUpdate != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumptionUpdate'],\n      liveServerSessionResumptionUpdateFromVertex(\n        apiClient,\n        fromSessionResumptionUpdate,\n      ),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerSetupCompleteFromMldev(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerSetupCompleteFromVertex(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function weightedPromptFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromWeight = common.getValueByPath(fromObject, ['weight']);\n  if (fromWeight != null) {\n    common.setValueByPath(toObject, ['weight'], fromWeight);\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicClientContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromGuidance = common.getValueByPath(fromObject, ['guidance']);\n  if (fromGuidance != null) {\n    common.setValueByPath(toObject, ['guidance'], fromGuidance);\n  }\n\n  const fromBpm = common.getValueByPath(fromObject, ['bpm']);\n  if (fromBpm != null) {\n    common.setValueByPath(toObject, ['bpm'], fromBpm);\n  }\n\n  const fromDensity = common.getValueByPath(fromObject, ['density']);\n  if (fromDensity != null) {\n    common.setValueByPath(toObject, ['density'], fromDensity);\n  }\n\n  const fromBrightness = common.getValueByPath(fromObject, ['brightness']);\n  if (fromBrightness != null) {\n    common.setValueByPath(toObject, ['brightness'], fromBrightness);\n  }\n\n  const fromScale = common.getValueByPath(fromObject, ['scale']);\n  if (fromScale != null) {\n    common.setValueByPath(toObject, ['scale'], fromScale);\n  }\n\n  const fromMuteBass = common.getValueByPath(fromObject, ['muteBass']);\n  if (fromMuteBass != null) {\n    common.setValueByPath(toObject, ['muteBass'], fromMuteBass);\n  }\n\n  const fromMuteDrums = common.getValueByPath(fromObject, ['muteDrums']);\n  if (fromMuteDrums != null) {\n    common.setValueByPath(toObject, ['muteDrums'], fromMuteDrums);\n  }\n\n  const fromOnlyBassAndDrums = common.getValueByPath(fromObject, [\n    'onlyBassAndDrums',\n  ]);\n  if (fromOnlyBassAndDrums != null) {\n    common.setValueByPath(toObject, ['onlyBassAndDrums'], fromOnlyBassAndDrums);\n  }\n\n  const fromMusicGenerationMode = common.getValueByPath(fromObject, [\n    'musicGenerationMode',\n  ]);\n  if (fromMusicGenerationMode != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationMode'],\n      fromMusicGenerationMode,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicSourceMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSourceMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentFromMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigFromMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSourceMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSourceMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentFromVertex(),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigFromVertex(),\n    );\n  }\n\n  return toObject;\n}\n\nexport function audioChunkFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.AudioChunk,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSourceMetadata = common.getValueByPath(fromObject, [\n    'sourceMetadata',\n  ]);\n  if (fromSourceMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['sourceMetadata'],\n      liveMusicSourceMetadataFromMldev(apiClient, fromSourceMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function audioChunkFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAudioChunks = common.getValueByPath(fromObject, ['audioChunks']);\n  if (fromAudioChunks != null) {\n    let transformedList = fromAudioChunks;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return audioChunkFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['audioChunks'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerContentFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicFilteredPromptFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicFilteredPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFilteredReason = common.getValueByPath(fromObject, [\n    'filteredReason',\n  ]);\n  if (fromFilteredReason != null) {\n    common.setValueByPath(toObject, ['filteredReason'], fromFilteredReason);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicFilteredPromptFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerMessageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveMusicServerSetupCompleteFromMldev(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveMusicServerContentFromMldev(apiClient, fromServerContent),\n    );\n  }\n\n  const fromFilteredPrompt = common.getValueByPath(fromObject, [\n    'filteredPrompt',\n  ]);\n  if (fromFilteredPrompt != null) {\n    common.setValueByPath(\n      toObject,\n      ['filteredPrompt'],\n      liveMusicFilteredPromptFromMldev(apiClient, fromFilteredPrompt),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerMessageFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as _internal_types from '../_internal_types.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function modelSelectionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ModelSelectionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['featureSelectionPreference']) !==\n    undefined\n  ) {\n    throw new Error(\n      'featureSelectionPreference parameter is not supported in Gemini API.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function safetySettingToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SafetySetting,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['method']) !== undefined) {\n    throw new Error('method parameter is not supported in Gemini API.');\n  }\n\n  const fromCategory = common.getValueByPath(fromObject, ['category']);\n  if (fromCategory != null) {\n    common.setValueByPath(toObject, ['category'], fromCategory);\n  }\n\n  const fromThreshold = common.getValueByPath(fromObject, ['threshold']);\n  if (fromThreshold != null) {\n    common.setValueByPath(toObject, ['threshold'], fromThreshold);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToMldev(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToMldev(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToMldev(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToMldev(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeaker = common.getValueByPath(fromObject, ['speaker']);\n  if (fromSpeaker != null) {\n    common.setValueByPath(toObject, ['speaker'], fromSpeaker);\n  }\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeakerVoiceConfigs = common.getValueByPath(fromObject, [\n    'speakerVoiceConfigs',\n  ]);\n  if (fromSpeakerVoiceConfigs != null) {\n    let transformedList = fromSpeakerVoiceConfigs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return speakerVoiceConfigToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['speakerVoiceConfigs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  const fromMultiSpeakerVoiceConfig = common.getValueByPath(fromObject, [\n    'multiSpeakerVoiceConfig',\n  ]);\n  if (fromMultiSpeakerVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['multiSpeakerVoiceConfig'],\n      multiSpeakerVoiceConfigToMldev(apiClient, fromMultiSpeakerVoiceConfig),\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function thinkingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ThinkingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeThoughts = common.getValueByPath(fromObject, [\n    'includeThoughts',\n  ]);\n  if (fromIncludeThoughts != null) {\n    common.setValueByPath(toObject, ['includeThoughts'], fromIncludeThoughts);\n  }\n\n  const fromThinkingBudget = common.getValueByPath(fromObject, [\n    'thinkingBudget',\n  ]);\n  if (fromThinkingBudget != null) {\n    common.setValueByPath(toObject, ['thinkingBudget'], fromThinkingBudget);\n  }\n\n  return toObject;\n}\n\nexport function generateContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (fromTopP != null) {\n    common.setValueByPath(toObject, ['topP'], fromTopP);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromCandidateCount = common.getValueByPath(fromObject, [\n    'candidateCount',\n  ]);\n  if (fromCandidateCount != null) {\n    common.setValueByPath(toObject, ['candidateCount'], fromCandidateCount);\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (fromMaxOutputTokens != null) {\n    common.setValueByPath(toObject, ['maxOutputTokens'], fromMaxOutputTokens);\n  }\n\n  const fromStopSequences = common.getValueByPath(fromObject, [\n    'stopSequences',\n  ]);\n  if (fromStopSequences != null) {\n    common.setValueByPath(toObject, ['stopSequences'], fromStopSequences);\n  }\n\n  const fromResponseLogprobs = common.getValueByPath(fromObject, [\n    'responseLogprobs',\n  ]);\n  if (fromResponseLogprobs != null) {\n    common.setValueByPath(toObject, ['responseLogprobs'], fromResponseLogprobs);\n  }\n\n  const fromLogprobs = common.getValueByPath(fromObject, ['logprobs']);\n  if (fromLogprobs != null) {\n    common.setValueByPath(toObject, ['logprobs'], fromLogprobs);\n  }\n\n  const fromPresencePenalty = common.getValueByPath(fromObject, [\n    'presencePenalty',\n  ]);\n  if (fromPresencePenalty != null) {\n    common.setValueByPath(toObject, ['presencePenalty'], fromPresencePenalty);\n  }\n\n  const fromFrequencyPenalty = common.getValueByPath(fromObject, [\n    'frequencyPenalty',\n  ]);\n  if (fromFrequencyPenalty != null) {\n    common.setValueByPath(toObject, ['frequencyPenalty'], fromFrequencyPenalty);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromResponseMimeType = common.getValueByPath(fromObject, [\n    'responseMimeType',\n  ]);\n  if (fromResponseMimeType != null) {\n    common.setValueByPath(toObject, ['responseMimeType'], fromResponseMimeType);\n  }\n\n  const fromResponseSchema = common.getValueByPath(fromObject, [\n    'responseSchema',\n  ]);\n  if (fromResponseSchema != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseSchema'],\n      t.tSchema(apiClient, fromResponseSchema),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['routingConfig']) !== undefined) {\n    throw new Error('routingConfig parameter is not supported in Gemini API.');\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['modelSelectionConfig']) !== undefined\n  ) {\n    throw new Error(\n      'modelSelectionConfig parameter is not supported in Gemini API.',\n    );\n  }\n\n  const fromSafetySettings = common.getValueByPath(fromObject, [\n    'safetySettings',\n  ]);\n  if (parentObject !== undefined && fromSafetySettings != null) {\n    let transformedList = fromSafetySettings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return safetySettingToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['safetySettings'], transformedList);\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToMldev(apiClient, fromToolConfig),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['labels']) !== undefined) {\n    throw new Error('labels parameter is not supported in Gemini API.');\n  }\n\n  const fromCachedContent = common.getValueByPath(fromObject, [\n    'cachedContent',\n  ]);\n  if (parentObject !== undefined && fromCachedContent != null) {\n    common.setValueByPath(\n      parentObject,\n      ['cachedContent'],\n      t.tCachedContentName(apiClient, fromCachedContent),\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (fromResponseModalities != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (fromMediaResolution != null) {\n    common.setValueByPath(toObject, ['mediaResolution'], fromMediaResolution);\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (fromSpeechConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['speechConfig'],\n      speechConfigToMldev(\n        apiClient,\n        t.tSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['audioTimestamp']) !== undefined) {\n    throw new Error('audioTimestamp parameter is not supported in Gemini API.');\n  }\n\n  const fromThinkingConfig = common.getValueByPath(fromObject, [\n    'thinkingConfig',\n  ]);\n  if (fromThinkingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['thinkingConfig'],\n      thinkingConfigToMldev(apiClient, fromThinkingConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationConfig'],\n      generateContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTaskType = common.getValueByPath(fromObject, ['taskType']);\n  if (parentObject !== undefined && fromTaskType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['requests[]', 'taskType'],\n      fromTaskType,\n    );\n  }\n\n  const fromTitle = common.getValueByPath(fromObject, ['title']);\n  if (parentObject !== undefined && fromTitle != null) {\n    common.setValueByPath(parentObject, ['requests[]', 'title'], fromTitle);\n  }\n\n  const fromOutputDimensionality = common.getValueByPath(fromObject, [\n    'outputDimensionality',\n  ]);\n  if (parentObject !== undefined && fromOutputDimensionality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['requests[]', 'outputDimensionality'],\n      fromOutputDimensionality,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['mimeType']) !== undefined) {\n    throw new Error('mimeType parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['autoTruncate']) !== undefined) {\n    throw new Error('autoTruncate parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function embedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    common.setValueByPath(\n      toObject,\n      ['requests[]', 'content'],\n      t.tContentsForEmbed(apiClient, fromContents),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      embedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  const fromModelForEmbedContent = common.getValueByPath(fromObject, ['model']);\n  if (fromModelForEmbedContent !== undefined) {\n    common.setValueByPath(\n      toObject,\n      ['requests[]', 'model'],\n      t.tModel(apiClient, fromModelForEmbedContent),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['outputGcsUri']) !== undefined) {\n    throw new Error('outputGcsUri parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['negativePrompt']) !== undefined) {\n    throw new Error('negativePrompt parameter is not supported in Gemini API.');\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Gemini API.');\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['addWatermark']) !== undefined) {\n    throw new Error('addWatermark parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['enhancePrompt']) !== undefined) {\n    throw new Error('enhancePrompt parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function generateImagesParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateImagesConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listModelsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  const fromQueryBase = common.getValueByPath(fromObject, ['queryBase']);\n  if (parentObject !== undefined && fromQueryBase != null) {\n    common.setValueByPath(\n      parentObject,\n      ['_url', 'models_url'],\n      t.tModelsUrl(apiClient, fromQueryBase),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listModelsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listModelsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (parentObject !== undefined && fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      parentObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateModelConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function deleteModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function countTokensConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['systemInstruction']) !== undefined) {\n    throw new Error(\n      'systemInstruction parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['tools']) !== undefined) {\n    throw new Error('tools parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['generationConfig']) !== undefined) {\n    throw new Error(\n      'generationConfig parameter is not supported in Gemini API.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function countTokensParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      countTokensConfigToMldev(apiClient, fromConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, ['imageBytes']);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['bytesBase64Encoded'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generateVideosConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNumberOfVideos = common.getValueByPath(fromObject, [\n    'numberOfVideos',\n  ]);\n  if (parentObject !== undefined && fromNumberOfVideos != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfVideos,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['outputGcsUri']) !== undefined) {\n    throw new Error('outputGcsUri parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['fps']) !== undefined) {\n    throw new Error('fps parameter is not supported in Gemini API.');\n  }\n\n  const fromDurationSeconds = common.getValueByPath(fromObject, [\n    'durationSeconds',\n  ]);\n  if (parentObject !== undefined && fromDurationSeconds != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'durationSeconds'],\n      fromDurationSeconds,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Gemini API.');\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['resolution']) !== undefined) {\n    throw new Error('resolution parameter is not supported in Gemini API.');\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['pubsubTopic']) !== undefined) {\n    throw new Error('pubsubTopic parameter is not supported in Gemini API.');\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['enhancePrompt']) !== undefined) {\n    throw new Error('enhancePrompt parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function generateVideosParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToMldev(apiClient, fromImage),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateVideosConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function modelSelectionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ModelSelectionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFeatureSelectionPreference = common.getValueByPath(fromObject, [\n    'featureSelectionPreference',\n  ]);\n  if (fromFeatureSelectionPreference != null) {\n    common.setValueByPath(\n      toObject,\n      ['featureSelectionPreference'],\n      fromFeatureSelectionPreference,\n    );\n  }\n\n  return toObject;\n}\n\nexport function safetySettingToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SafetySetting,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMethod = common.getValueByPath(fromObject, ['method']);\n  if (fromMethod != null) {\n    common.setValueByPath(toObject, ['method'], fromMethod);\n  }\n\n  const fromCategory = common.getValueByPath(fromObject, ['category']);\n  if (fromCategory != null) {\n    common.setValueByPath(toObject, ['category'], fromCategory);\n  }\n\n  const fromThreshold = common.getValueByPath(fromObject, ['threshold']);\n  if (fromThreshold != null) {\n    common.setValueByPath(toObject, ['threshold'], fromThreshold);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToVertex(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToVertex(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToVertex(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToVertex(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['speaker']) !== undefined) {\n    throw new Error('speaker parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['voiceConfig']) !== undefined) {\n    throw new Error('voiceConfig parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['speakerVoiceConfigs']) !== undefined\n  ) {\n    throw new Error(\n      'speakerVoiceConfigs parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToVertex(apiClient, fromVoiceConfig),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['multiSpeakerVoiceConfig']) !== undefined\n  ) {\n    throw new Error(\n      'multiSpeakerVoiceConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function thinkingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ThinkingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeThoughts = common.getValueByPath(fromObject, [\n    'includeThoughts',\n  ]);\n  if (fromIncludeThoughts != null) {\n    common.setValueByPath(toObject, ['includeThoughts'], fromIncludeThoughts);\n  }\n\n  const fromThinkingBudget = common.getValueByPath(fromObject, [\n    'thinkingBudget',\n  ]);\n  if (fromThinkingBudget != null) {\n    common.setValueByPath(toObject, ['thinkingBudget'], fromThinkingBudget);\n  }\n\n  return toObject;\n}\n\nexport function generateContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (fromTopP != null) {\n    common.setValueByPath(toObject, ['topP'], fromTopP);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromCandidateCount = common.getValueByPath(fromObject, [\n    'candidateCount',\n  ]);\n  if (fromCandidateCount != null) {\n    common.setValueByPath(toObject, ['candidateCount'], fromCandidateCount);\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (fromMaxOutputTokens != null) {\n    common.setValueByPath(toObject, ['maxOutputTokens'], fromMaxOutputTokens);\n  }\n\n  const fromStopSequences = common.getValueByPath(fromObject, [\n    'stopSequences',\n  ]);\n  if (fromStopSequences != null) {\n    common.setValueByPath(toObject, ['stopSequences'], fromStopSequences);\n  }\n\n  const fromResponseLogprobs = common.getValueByPath(fromObject, [\n    'responseLogprobs',\n  ]);\n  if (fromResponseLogprobs != null) {\n    common.setValueByPath(toObject, ['responseLogprobs'], fromResponseLogprobs);\n  }\n\n  const fromLogprobs = common.getValueByPath(fromObject, ['logprobs']);\n  if (fromLogprobs != null) {\n    common.setValueByPath(toObject, ['logprobs'], fromLogprobs);\n  }\n\n  const fromPresencePenalty = common.getValueByPath(fromObject, [\n    'presencePenalty',\n  ]);\n  if (fromPresencePenalty != null) {\n    common.setValueByPath(toObject, ['presencePenalty'], fromPresencePenalty);\n  }\n\n  const fromFrequencyPenalty = common.getValueByPath(fromObject, [\n    'frequencyPenalty',\n  ]);\n  if (fromFrequencyPenalty != null) {\n    common.setValueByPath(toObject, ['frequencyPenalty'], fromFrequencyPenalty);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromResponseMimeType = common.getValueByPath(fromObject, [\n    'responseMimeType',\n  ]);\n  if (fromResponseMimeType != null) {\n    common.setValueByPath(toObject, ['responseMimeType'], fromResponseMimeType);\n  }\n\n  const fromResponseSchema = common.getValueByPath(fromObject, [\n    'responseSchema',\n  ]);\n  if (fromResponseSchema != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseSchema'],\n      t.tSchema(apiClient, fromResponseSchema),\n    );\n  }\n\n  const fromRoutingConfig = common.getValueByPath(fromObject, [\n    'routingConfig',\n  ]);\n  if (fromRoutingConfig != null) {\n    common.setValueByPath(toObject, ['routingConfig'], fromRoutingConfig);\n  }\n\n  const fromModelSelectionConfig = common.getValueByPath(fromObject, [\n    'modelSelectionConfig',\n  ]);\n  if (fromModelSelectionConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelConfig'],\n      modelSelectionConfigToVertex(apiClient, fromModelSelectionConfig),\n    );\n  }\n\n  const fromSafetySettings = common.getValueByPath(fromObject, [\n    'safetySettings',\n  ]);\n  if (parentObject !== undefined && fromSafetySettings != null) {\n    let transformedList = fromSafetySettings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return safetySettingToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['safetySettings'], transformedList);\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToVertex(apiClient, fromToolConfig),\n    );\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (parentObject !== undefined && fromLabels != null) {\n    common.setValueByPath(parentObject, ['labels'], fromLabels);\n  }\n\n  const fromCachedContent = common.getValueByPath(fromObject, [\n    'cachedContent',\n  ]);\n  if (parentObject !== undefined && fromCachedContent != null) {\n    common.setValueByPath(\n      parentObject,\n      ['cachedContent'],\n      t.tCachedContentName(apiClient, fromCachedContent),\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (fromResponseModalities != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (fromMediaResolution != null) {\n    common.setValueByPath(toObject, ['mediaResolution'], fromMediaResolution);\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (fromSpeechConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['speechConfig'],\n      speechConfigToVertex(\n        apiClient,\n        t.tSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromAudioTimestamp = common.getValueByPath(fromObject, [\n    'audioTimestamp',\n  ]);\n  if (fromAudioTimestamp != null) {\n    common.setValueByPath(toObject, ['audioTimestamp'], fromAudioTimestamp);\n  }\n\n  const fromThinkingConfig = common.getValueByPath(fromObject, [\n    'thinkingConfig',\n  ]);\n  if (fromThinkingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['thinkingConfig'],\n      thinkingConfigToVertex(apiClient, fromThinkingConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationConfig'],\n      generateContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTaskType = common.getValueByPath(fromObject, ['taskType']);\n  if (parentObject !== undefined && fromTaskType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['instances[]', 'task_type'],\n      fromTaskType,\n    );\n  }\n\n  const fromTitle = common.getValueByPath(fromObject, ['title']);\n  if (parentObject !== undefined && fromTitle != null) {\n    common.setValueByPath(parentObject, ['instances[]', 'title'], fromTitle);\n  }\n\n  const fromOutputDimensionality = common.getValueByPath(fromObject, [\n    'outputDimensionality',\n  ]);\n  if (parentObject !== undefined && fromOutputDimensionality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputDimensionality'],\n      fromOutputDimensionality,\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (parentObject !== undefined && fromMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['instances[]', 'mimeType'],\n      fromMimeType,\n    );\n  }\n\n  const fromAutoTruncate = common.getValueByPath(fromObject, ['autoTruncate']);\n  if (parentObject !== undefined && fromAutoTruncate != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'autoTruncate'],\n      fromAutoTruncate,\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[]', 'content'],\n      t.tContentsForEmbed(apiClient, fromContents),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      embedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromAddWatermark = common.getValueByPath(fromObject, ['addWatermark']);\n  if (parentObject !== undefined && fromAddWatermark != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'addWatermark'],\n      fromAddWatermark,\n    );\n  }\n\n  const fromEnhancePrompt = common.getValueByPath(fromObject, [\n    'enhancePrompt',\n  ]);\n  if (parentObject !== undefined && fromEnhancePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'enhancePrompt'],\n      fromEnhancePrompt,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateImagesConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['gcsUri'], fromGcsUri);\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, ['imageBytes']);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['bytesBase64Encoded'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function maskReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MaskReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMaskMode = common.getValueByPath(fromObject, ['maskMode']);\n  if (fromMaskMode != null) {\n    common.setValueByPath(toObject, ['maskMode'], fromMaskMode);\n  }\n\n  const fromSegmentationClasses = common.getValueByPath(fromObject, [\n    'segmentationClasses',\n  ]);\n  if (fromSegmentationClasses != null) {\n    common.setValueByPath(toObject, ['maskClasses'], fromSegmentationClasses);\n  }\n\n  const fromMaskDilation = common.getValueByPath(fromObject, ['maskDilation']);\n  if (fromMaskDilation != null) {\n    common.setValueByPath(toObject, ['dilation'], fromMaskDilation);\n  }\n\n  return toObject;\n}\n\nexport function controlReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ControlReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromControlType = common.getValueByPath(fromObject, ['controlType']);\n  if (fromControlType != null) {\n    common.setValueByPath(toObject, ['controlType'], fromControlType);\n  }\n\n  const fromEnableControlImageComputation = common.getValueByPath(fromObject, [\n    'enableControlImageComputation',\n  ]);\n  if (fromEnableControlImageComputation != null) {\n    common.setValueByPath(\n      toObject,\n      ['computeControl'],\n      fromEnableControlImageComputation,\n    );\n  }\n\n  return toObject;\n}\n\nexport function styleReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.StyleReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStyleDescription = common.getValueByPath(fromObject, [\n    'styleDescription',\n  ]);\n  if (fromStyleDescription != null) {\n    common.setValueByPath(toObject, ['styleDescription'], fromStyleDescription);\n  }\n\n  return toObject;\n}\n\nexport function subjectReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SubjectReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSubjectType = common.getValueByPath(fromObject, ['subjectType']);\n  if (fromSubjectType != null) {\n    common.setValueByPath(toObject, ['subjectType'], fromSubjectType);\n  }\n\n  const fromSubjectDescription = common.getValueByPath(fromObject, [\n    'subjectDescription',\n  ]);\n  if (fromSubjectDescription != null) {\n    common.setValueByPath(\n      toObject,\n      ['subjectDescription'],\n      fromSubjectDescription,\n    );\n  }\n\n  return toObject;\n}\n\nexport function referenceImageAPIInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.ReferenceImageAPIInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromReferenceImage = common.getValueByPath(fromObject, [\n    'referenceImage',\n  ]);\n  if (fromReferenceImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['referenceImage'],\n      imageToVertex(apiClient, fromReferenceImage),\n    );\n  }\n\n  const fromReferenceId = common.getValueByPath(fromObject, ['referenceId']);\n  if (fromReferenceId != null) {\n    common.setValueByPath(toObject, ['referenceId'], fromReferenceId);\n  }\n\n  const fromReferenceType = common.getValueByPath(fromObject, [\n    'referenceType',\n  ]);\n  if (fromReferenceType != null) {\n    common.setValueByPath(toObject, ['referenceType'], fromReferenceType);\n  }\n\n  const fromMaskImageConfig = common.getValueByPath(fromObject, [\n    'maskImageConfig',\n  ]);\n  if (fromMaskImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['maskImageConfig'],\n      maskReferenceConfigToVertex(apiClient, fromMaskImageConfig),\n    );\n  }\n\n  const fromControlImageConfig = common.getValueByPath(fromObject, [\n    'controlImageConfig',\n  ]);\n  if (fromControlImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['controlImageConfig'],\n      controlReferenceConfigToVertex(apiClient, fromControlImageConfig),\n    );\n  }\n\n  const fromStyleImageConfig = common.getValueByPath(fromObject, [\n    'styleImageConfig',\n  ]);\n  if (fromStyleImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['styleImageConfig'],\n      styleReferenceConfigToVertex(apiClient, fromStyleImageConfig),\n    );\n  }\n\n  const fromSubjectImageConfig = common.getValueByPath(fromObject, [\n    'subjectImageConfig',\n  ]);\n  if (fromSubjectImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['subjectImageConfig'],\n      subjectReferenceConfigToVertex(apiClient, fromSubjectImageConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EditImageConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromEditMode = common.getValueByPath(fromObject, ['editMode']);\n  if (parentObject !== undefined && fromEditMode != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'editMode'],\n      fromEditMode,\n    );\n  }\n\n  const fromBaseSteps = common.getValueByPath(fromObject, ['baseSteps']);\n  if (parentObject !== undefined && fromBaseSteps != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'editConfig', 'baseSteps'],\n      fromBaseSteps,\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageParametersInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.EditImageParametersInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromReferenceImages = common.getValueByPath(fromObject, [\n    'referenceImages',\n  ]);\n  if (fromReferenceImages != null) {\n    let transformedList = fromReferenceImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return referenceImageAPIInternalToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'referenceImages'],\n      transformedList,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      editImageConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageAPIConfigInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.UpscaleImageAPIConfigInternal,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (parentObject !== undefined && fromMode != null) {\n    common.setValueByPath(parentObject, ['parameters', 'mode'], fromMode);\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageAPIParametersInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.UpscaleImageAPIParametersInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromUpscaleFactor = common.getValueByPath(fromObject, [\n    'upscaleFactor',\n  ]);\n  if (fromUpscaleFactor != null) {\n    common.setValueByPath(\n      toObject,\n      ['parameters', 'upscaleConfig', 'upscaleFactor'],\n      fromUpscaleFactor,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      upscaleImageAPIConfigInternalToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listModelsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  const fromQueryBase = common.getValueByPath(fromObject, ['queryBase']);\n  if (parentObject !== undefined && fromQueryBase != null) {\n    common.setValueByPath(\n      parentObject,\n      ['_url', 'models_url'],\n      t.tModelsUrl(apiClient, fromQueryBase),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listModelsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listModelsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (parentObject !== undefined && fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      parentObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateModelConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function deleteModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DeleteModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function countTokensConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  return toObject;\n}\n\nexport function countTokensParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      countTokensConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function computeTokensParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ComputeTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function generateVideosConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNumberOfVideos = common.getValueByPath(fromObject, [\n    'numberOfVideos',\n  ]);\n  if (parentObject !== undefined && fromNumberOfVideos != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfVideos,\n    );\n  }\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (parentObject !== undefined && fromFps != null) {\n    common.setValueByPath(parentObject, ['parameters', 'fps'], fromFps);\n  }\n\n  const fromDurationSeconds = common.getValueByPath(fromObject, [\n    'durationSeconds',\n  ]);\n  if (parentObject !== undefined && fromDurationSeconds != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'durationSeconds'],\n      fromDurationSeconds,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromResolution = common.getValueByPath(fromObject, ['resolution']);\n  if (parentObject !== undefined && fromResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'resolution'],\n      fromResolution,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromPubsubTopic = common.getValueByPath(fromObject, ['pubsubTopic']);\n  if (parentObject !== undefined && fromPubsubTopic != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'pubsubTopic'],\n      fromPubsubTopic,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromEnhancePrompt = common.getValueByPath(fromObject, [\n    'enhancePrompt',\n  ]);\n  if (parentObject !== undefined && fromEnhancePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'enhancePrompt'],\n      fromEnhancePrompt,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateVideosConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function citationMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CitationMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCitations = common.getValueByPath(fromObject, ['citationSources']);\n  if (fromCitations != null) {\n    common.setValueByPath(toObject, ['citations'], fromCitations);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function candidateFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Candidate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromContent = common.getValueByPath(fromObject, ['content']);\n  if (fromContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['content'],\n      contentFromMldev(apiClient, fromContent),\n    );\n  }\n\n  const fromCitationMetadata = common.getValueByPath(fromObject, [\n    'citationMetadata',\n  ]);\n  if (fromCitationMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['citationMetadata'],\n      citationMetadataFromMldev(apiClient, fromCitationMetadata),\n    );\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  const fromFinishReason = common.getValueByPath(fromObject, ['finishReason']);\n  if (fromFinishReason != null) {\n    common.setValueByPath(toObject, ['finishReason'], fromFinishReason);\n  }\n\n  const fromUrlContextMetadata = common.getValueByPath(fromObject, [\n    'urlContextMetadata',\n  ]);\n  if (fromUrlContextMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlContextMetadata'],\n      urlContextMetadataFromMldev(apiClient, fromUrlContextMetadata),\n    );\n  }\n\n  const fromAvgLogprobs = common.getValueByPath(fromObject, ['avgLogprobs']);\n  if (fromAvgLogprobs != null) {\n    common.setValueByPath(toObject, ['avgLogprobs'], fromAvgLogprobs);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromIndex = common.getValueByPath(fromObject, ['index']);\n  if (fromIndex != null) {\n    common.setValueByPath(toObject, ['index'], fromIndex);\n  }\n\n  const fromLogprobsResult = common.getValueByPath(fromObject, [\n    'logprobsResult',\n  ]);\n  if (fromLogprobsResult != null) {\n    common.setValueByPath(toObject, ['logprobsResult'], fromLogprobsResult);\n  }\n\n  const fromSafetyRatings = common.getValueByPath(fromObject, [\n    'safetyRatings',\n  ]);\n  if (fromSafetyRatings != null) {\n    common.setValueByPath(toObject, ['safetyRatings'], fromSafetyRatings);\n  }\n\n  return toObject;\n}\n\nexport function generateContentResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCandidates = common.getValueByPath(fromObject, ['candidates']);\n  if (fromCandidates != null) {\n    let transformedList = fromCandidates;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return candidateFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['candidates'], transformedList);\n  }\n\n  const fromModelVersion = common.getValueByPath(fromObject, ['modelVersion']);\n  if (fromModelVersion != null) {\n    common.setValueByPath(toObject, ['modelVersion'], fromModelVersion);\n  }\n\n  const fromPromptFeedback = common.getValueByPath(fromObject, [\n    'promptFeedback',\n  ]);\n  if (fromPromptFeedback != null) {\n    common.setValueByPath(toObject, ['promptFeedback'], fromPromptFeedback);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingStatisticsFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function contentEmbeddingFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbedding,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValues = common.getValueByPath(fromObject, ['values']);\n  if (fromValues != null) {\n    common.setValueByPath(toObject, ['values'], fromValues);\n  }\n\n  return toObject;\n}\n\nexport function embedContentMetadataFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function embedContentResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromEmbeddings = common.getValueByPath(fromObject, ['embeddings']);\n  if (fromEmbeddings != null) {\n    let transformedList = fromEmbeddings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentEmbeddingFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['embeddings'], transformedList);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['metadata'],\n      embedContentMetadataFromMldev(),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImageBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['imageBytes'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function safetyAttributesFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.SafetyAttributes,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCategories = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'categories',\n  ]);\n  if (fromCategories != null) {\n    common.setValueByPath(toObject, ['categories'], fromCategories);\n  }\n\n  const fromScores = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'scores',\n  ]);\n  if (fromScores != null) {\n    common.setValueByPath(toObject, ['scores'], fromScores);\n  }\n\n  const fromContentType = common.getValueByPath(fromObject, ['contentType']);\n  if (fromContentType != null) {\n    common.setValueByPath(toObject, ['contentType'], fromContentType);\n  }\n\n  return toObject;\n}\n\nexport function generatedImageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedImage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImage = common.getValueByPath(fromObject, ['_self']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['image'],\n      imageFromMldev(apiClient, fromImage),\n    );\n  }\n\n  const fromRaiFilteredReason = common.getValueByPath(fromObject, [\n    'raiFilteredReason',\n  ]);\n  if (fromRaiFilteredReason != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiFilteredReason'],\n      fromRaiFilteredReason,\n    );\n  }\n\n  const fromSafetyAttributes = common.getValueByPath(fromObject, ['_self']);\n  if (fromSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['safetyAttributes'],\n      safetyAttributesFromMldev(apiClient, fromSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  const fromPositivePromptSafetyAttributes = common.getValueByPath(fromObject, [\n    'positivePromptSafetyAttributes',\n  ]);\n  if (fromPositivePromptSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['positivePromptSafetyAttributes'],\n      safetyAttributesFromMldev(apiClient, fromPositivePromptSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function endpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function tunedModelInfoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelInfo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  return toObject;\n}\n\nexport function checkpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function modelFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Model,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromVersion = common.getValueByPath(fromObject, ['version']);\n  if (fromVersion != null) {\n    common.setValueByPath(toObject, ['version'], fromVersion);\n  }\n\n  const fromTunedModelInfo = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModelInfo != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelInfo'],\n      tunedModelInfoFromMldev(apiClient, fromTunedModelInfo),\n    );\n  }\n\n  const fromInputTokenLimit = common.getValueByPath(fromObject, [\n    'inputTokenLimit',\n  ]);\n  if (fromInputTokenLimit != null) {\n    common.setValueByPath(toObject, ['inputTokenLimit'], fromInputTokenLimit);\n  }\n\n  const fromOutputTokenLimit = common.getValueByPath(fromObject, [\n    'outputTokenLimit',\n  ]);\n  if (fromOutputTokenLimit != null) {\n    common.setValueByPath(toObject, ['outputTokenLimit'], fromOutputTokenLimit);\n  }\n\n  const fromSupportedActions = common.getValueByPath(fromObject, [\n    'supportedGenerationMethods',\n  ]);\n  if (fromSupportedActions != null) {\n    common.setValueByPath(toObject, ['supportedActions'], fromSupportedActions);\n  }\n\n  return toObject;\n}\n\nexport function listModelsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromModels = common.getValueByPath(fromObject, ['_self']);\n  if (fromModels != null) {\n    let transformedList = t.tExtractModels(apiClient, fromModels);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modelFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['models'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function deleteModelResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function countTokensResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTotalTokens = common.getValueByPath(fromObject, ['totalTokens']);\n  if (fromTotalTokens != null) {\n    common.setValueByPath(toObject, ['totalTokens'], fromTotalTokens);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['video', 'uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'video',\n    'encodedVideo',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['encoding']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromMldev(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, [\n    'generatedSamples',\n  ]);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, [\n    'response',\n    'generateVideoResponse',\n  ]);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromMldev(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function citationMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CitationMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCitations = common.getValueByPath(fromObject, ['citations']);\n  if (fromCitations != null) {\n    common.setValueByPath(toObject, ['citations'], fromCitations);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function candidateFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Candidate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromContent = common.getValueByPath(fromObject, ['content']);\n  if (fromContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['content'],\n      contentFromVertex(apiClient, fromContent),\n    );\n  }\n\n  const fromCitationMetadata = common.getValueByPath(fromObject, [\n    'citationMetadata',\n  ]);\n  if (fromCitationMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['citationMetadata'],\n      citationMetadataFromVertex(apiClient, fromCitationMetadata),\n    );\n  }\n\n  const fromFinishMessage = common.getValueByPath(fromObject, [\n    'finishMessage',\n  ]);\n  if (fromFinishMessage != null) {\n    common.setValueByPath(toObject, ['finishMessage'], fromFinishMessage);\n  }\n\n  const fromFinishReason = common.getValueByPath(fromObject, ['finishReason']);\n  if (fromFinishReason != null) {\n    common.setValueByPath(toObject, ['finishReason'], fromFinishReason);\n  }\n\n  const fromAvgLogprobs = common.getValueByPath(fromObject, ['avgLogprobs']);\n  if (fromAvgLogprobs != null) {\n    common.setValueByPath(toObject, ['avgLogprobs'], fromAvgLogprobs);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromIndex = common.getValueByPath(fromObject, ['index']);\n  if (fromIndex != null) {\n    common.setValueByPath(toObject, ['index'], fromIndex);\n  }\n\n  const fromLogprobsResult = common.getValueByPath(fromObject, [\n    'logprobsResult',\n  ]);\n  if (fromLogprobsResult != null) {\n    common.setValueByPath(toObject, ['logprobsResult'], fromLogprobsResult);\n  }\n\n  const fromSafetyRatings = common.getValueByPath(fromObject, [\n    'safetyRatings',\n  ]);\n  if (fromSafetyRatings != null) {\n    common.setValueByPath(toObject, ['safetyRatings'], fromSafetyRatings);\n  }\n\n  return toObject;\n}\n\nexport function generateContentResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCandidates = common.getValueByPath(fromObject, ['candidates']);\n  if (fromCandidates != null) {\n    let transformedList = fromCandidates;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return candidateFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['candidates'], transformedList);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromResponseId = common.getValueByPath(fromObject, ['responseId']);\n  if (fromResponseId != null) {\n    common.setValueByPath(toObject, ['responseId'], fromResponseId);\n  }\n\n  const fromModelVersion = common.getValueByPath(fromObject, ['modelVersion']);\n  if (fromModelVersion != null) {\n    common.setValueByPath(toObject, ['modelVersion'], fromModelVersion);\n  }\n\n  const fromPromptFeedback = common.getValueByPath(fromObject, [\n    'promptFeedback',\n  ]);\n  if (fromPromptFeedback != null) {\n    common.setValueByPath(toObject, ['promptFeedback'], fromPromptFeedback);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingStatisticsFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbeddingStatistics,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTruncated = common.getValueByPath(fromObject, ['truncated']);\n  if (fromTruncated != null) {\n    common.setValueByPath(toObject, ['truncated'], fromTruncated);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['token_count']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbedding,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValues = common.getValueByPath(fromObject, ['values']);\n  if (fromValues != null) {\n    common.setValueByPath(toObject, ['values'], fromValues);\n  }\n\n  const fromStatistics = common.getValueByPath(fromObject, ['statistics']);\n  if (fromStatistics != null) {\n    common.setValueByPath(\n      toObject,\n      ['statistics'],\n      contentEmbeddingStatisticsFromVertex(apiClient, fromStatistics),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBillableCharacterCount = common.getValueByPath(fromObject, [\n    'billableCharacterCount',\n  ]);\n  if (fromBillableCharacterCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['billableCharacterCount'],\n      fromBillableCharacterCount,\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromEmbeddings = common.getValueByPath(fromObject, [\n    'predictions[]',\n    'embeddings',\n  ]);\n  if (fromEmbeddings != null) {\n    let transformedList = fromEmbeddings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentEmbeddingFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['embeddings'], transformedList);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['metadata'],\n      embedContentMetadataFromVertex(apiClient, fromMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['gcsUri'], fromGcsUri);\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['imageBytes'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function safetyAttributesFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.SafetyAttributes,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCategories = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'categories',\n  ]);\n  if (fromCategories != null) {\n    common.setValueByPath(toObject, ['categories'], fromCategories);\n  }\n\n  const fromScores = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'scores',\n  ]);\n  if (fromScores != null) {\n    common.setValueByPath(toObject, ['scores'], fromScores);\n  }\n\n  const fromContentType = common.getValueByPath(fromObject, ['contentType']);\n  if (fromContentType != null) {\n    common.setValueByPath(toObject, ['contentType'], fromContentType);\n  }\n\n  return toObject;\n}\n\nexport function generatedImageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedImage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImage = common.getValueByPath(fromObject, ['_self']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['image'],\n      imageFromVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromRaiFilteredReason = common.getValueByPath(fromObject, [\n    'raiFilteredReason',\n  ]);\n  if (fromRaiFilteredReason != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiFilteredReason'],\n      fromRaiFilteredReason,\n    );\n  }\n\n  const fromSafetyAttributes = common.getValueByPath(fromObject, ['_self']);\n  if (fromSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['safetyAttributes'],\n      safetyAttributesFromVertex(apiClient, fromSafetyAttributes),\n    );\n  }\n\n  const fromEnhancedPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromEnhancedPrompt != null) {\n    common.setValueByPath(toObject, ['enhancedPrompt'], fromEnhancedPrompt);\n  }\n\n  return toObject;\n}\n\nexport function generateImagesResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  const fromPositivePromptSafetyAttributes = common.getValueByPath(fromObject, [\n    'positivePromptSafetyAttributes',\n  ]);\n  if (fromPositivePromptSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['positivePromptSafetyAttributes'],\n      safetyAttributesFromVertex(apiClient, fromPositivePromptSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EditImageResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpscaleImageResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function endpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Endpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDeployedModelId = common.getValueByPath(fromObject, [\n    'deployedModelId',\n  ]);\n  if (fromDeployedModelId != null) {\n    common.setValueByPath(toObject, ['deployedModelId'], fromDeployedModelId);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelInfoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelInfo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, [\n    'labels',\n    'google-vertex-llm-tuning-base-model-id',\n  ]);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  return toObject;\n}\n\nexport function checkpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Checkpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCheckpointId = common.getValueByPath(fromObject, ['checkpointId']);\n  if (fromCheckpointId != null) {\n    common.setValueByPath(toObject, ['checkpointId'], fromCheckpointId);\n  }\n\n  const fromEpoch = common.getValueByPath(fromObject, ['epoch']);\n  if (fromEpoch != null) {\n    common.setValueByPath(toObject, ['epoch'], fromEpoch);\n  }\n\n  const fromStep = common.getValueByPath(fromObject, ['step']);\n  if (fromStep != null) {\n    common.setValueByPath(toObject, ['step'], fromStep);\n  }\n\n  return toObject;\n}\n\nexport function modelFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Model,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromVersion = common.getValueByPath(fromObject, ['versionId']);\n  if (fromVersion != null) {\n    common.setValueByPath(toObject, ['version'], fromVersion);\n  }\n\n  const fromEndpoints = common.getValueByPath(fromObject, ['deployedModels']);\n  if (fromEndpoints != null) {\n    let transformedList = fromEndpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return endpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['endpoints'], transformedList);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromTunedModelInfo = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModelInfo != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelInfo'],\n      tunedModelInfoFromVertex(apiClient, fromTunedModelInfo),\n    );\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      toObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  const fromCheckpoints = common.getValueByPath(fromObject, ['checkpoints']);\n  if (fromCheckpoints != null) {\n    let transformedList = fromCheckpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return checkpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['checkpoints'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function listModelsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromModels = common.getValueByPath(fromObject, ['_self']);\n  if (fromModels != null) {\n    let transformedList = t.tExtractModels(apiClient, fromModels);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modelFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['models'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function deleteModelResponseFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function countTokensResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTotalTokens = common.getValueByPath(fromObject, ['totalTokens']);\n  if (fromTotalTokens != null) {\n    common.setValueByPath(toObject, ['totalTokens'], fromTotalTokens);\n  }\n\n  return toObject;\n}\n\nexport function computeTokensResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ComputeTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTokensInfo = common.getValueByPath(fromObject, ['tokensInfo']);\n  if (fromTokensInfo != null) {\n    common.setValueByPath(toObject, ['tokensInfo'], fromTokensInfo);\n  }\n\n  return toObject;\n}\n\nexport function videoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromVertex(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, ['videos']);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromVertex(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Auth} from './_auth.js';\nimport * as common from './_common.js';\nimport {Downloader} from './_downloader.js';\nimport {Uploader} from './_uploader.js';\nimport {\n  DownloadFileParameters,\n  File,\n  HttpOptions,\n  HttpResponse,\n  UploadFileConfig,\n} from './types.js';\n\nconst CONTENT_TYPE_HEADER = 'Content-Type';\nconst SERVER_TIMEOUT_HEADER = 'X-Server-Timeout';\nconst USER_AGENT_HEADER = 'User-Agent';\nexport const GOOGLE_API_CLIENT_HEADER = 'x-goog-api-client';\nexport const SDK_VERSION = '1.0.1'; // x-release-please-version\nconst LIBRARY_LABEL = `google-genai-sdk/${SDK_VERSION}`;\nconst VERTEX_AI_API_DEFAULT_VERSION = 'v1beta1';\nconst GOOGLE_AI_API_DEFAULT_VERSION = 'v1beta';\nconst responseLineRE = /^data: (.*)(?:\\n\\n|\\r\\r|\\r\\n\\r\\n)/;\n\n/**\n * Client errors raised by the GenAI API.\n */\nexport class ClientError extends Error {\n  constructor(message: string, stackTrace?: string) {\n    if (stackTrace) {\n      super(message, {cause: stackTrace});\n    } else {\n      super(message, {cause: new Error().stack});\n    }\n    this.message = message;\n    this.name = 'ClientError';\n  }\n}\n\n/**\n * Server errors raised by the GenAI API.\n */\nexport class ServerError extends Error {\n  constructor(message: string, stackTrace?: string) {\n    if (stackTrace) {\n      super(message, {cause: stackTrace});\n    } else {\n      super(message, {cause: new Error().stack});\n    }\n    this.message = message;\n    this.name = 'ServerError';\n  }\n}\n\n/**\n * Options for initializing the ApiClient. The ApiClient uses the parameters\n * for authentication purposes as well as to infer if SDK should send the\n * request to Vertex AI or Gemini API.\n */\nexport interface ApiClientInitOptions {\n  /**\n   * The object used for adding authentication headers to API requests.\n   */\n  auth: Auth;\n  /**\n   * The uploader to use for uploading files. This field is required for\n   * creating a client, will be set through the Node_client or Web_client.\n   */\n  uploader: Uploader;\n  /**\n   * Optional. The downloader to use for downloading files. This field is\n   * required for creating a client, will be set through the Node_client or\n   * Web_client.\n   */\n  downloader: Downloader;\n  /**\n   * Optional. The Google Cloud project ID for Vertex AI users.\n   * It is not the numeric project name.\n   * If not provided, SDK will try to resolve it from runtime environment.\n   */\n  project?: string;\n  /**\n   * Optional. The Google Cloud project location for Vertex AI users.\n   * If not provided, SDK will try to resolve it from runtime environment.\n   */\n  location?: string;\n  /**\n   * The API Key. This is required for Gemini API users.\n   */\n  apiKey?: string;\n  /**\n   * Optional. Set to true if you intend to call Vertex AI endpoints.\n   * If unset, default SDK behavior is to call Gemini API.\n   */\n  vertexai?: boolean;\n  /**\n   * Optional. The API version for the endpoint.\n   * If unset, SDK will choose a default api version.\n   */\n  apiVersion?: string;\n  /**\n   * Optional. A set of customizable configuration for HTTP requests.\n   */\n  httpOptions?: HttpOptions;\n  /**\n   * Optional. An extra string to append at the end of the User-Agent header.\n   *\n   * This can be used to e.g specify the runtime and its version.\n   */\n  userAgentExtra?: string;\n}\n\n/**\n * Represents the necessary information to send a request to an API endpoint.\n * This interface defines the structure for constructing and executing HTTP\n * requests.\n */\nexport interface HttpRequest {\n  /**\n   * URL path from the modules, this path is appended to the base API URL to\n   * form the complete request URL.\n   *\n   * If you wish to set full URL, use httpOptions.baseUrl instead. Example to\n   * set full URL in the request:\n   *\n   * const request: HttpRequest = {\n   *   path: '',\n   *   httpOptions: {\n   *     baseUrl: 'https://<custom-full-url>',\n   *     apiVersion: '',\n   *   },\n   *   httpMethod: 'GET',\n   * };\n   *\n   * The result URL will be: https://<custom-full-url>\n   *\n   */\n  path: string;\n  /**\n   * Optional query parameters to be appended to the request URL.\n   */\n  queryParams?: Record<string, string>;\n  /**\n   * Optional request body in json string or Blob format, GET request doesn't\n   * need a request body.\n   */\n  body?: string | Blob;\n  /**\n   * The HTTP method to be used for the request.\n   */\n  httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE';\n  /**\n   * Optional set of customizable configuration for HTTP requests.\n   */\n  httpOptions?: HttpOptions;\n  /**\n   * Optional abort signal which can be used to cancel the request.\n   */\n  abortSignal?: AbortSignal;\n}\n\n/**\n * The ApiClient class is used to send requests to the Gemini API or Vertex AI\n * endpoints.\n */\nexport class ApiClient {\n  readonly clientOptions: ApiClientInitOptions;\n\n  constructor(opts: ApiClientInitOptions) {\n    this.clientOptions = {\n      ...opts,\n      project: opts.project,\n      location: opts.location,\n      apiKey: opts.apiKey,\n      vertexai: opts.vertexai,\n    };\n\n    const initHttpOptions: HttpOptions = {};\n\n    if (this.clientOptions.vertexai) {\n      initHttpOptions.apiVersion =\n        this.clientOptions.apiVersion ?? VERTEX_AI_API_DEFAULT_VERSION;\n      initHttpOptions.baseUrl = this.baseUrlFromProjectLocation();\n      this.normalizeAuthParameters();\n    } else {\n      // Gemini API\n      initHttpOptions.apiVersion =\n        this.clientOptions.apiVersion ?? GOOGLE_AI_API_DEFAULT_VERSION;\n      initHttpOptions.baseUrl = `https://generativelanguage.googleapis.com/`;\n    }\n\n    initHttpOptions.headers = this.getDefaultHeaders();\n\n    this.clientOptions.httpOptions = initHttpOptions;\n\n    if (opts.httpOptions) {\n      this.clientOptions.httpOptions = this.patchHttpOptions(\n        initHttpOptions,\n        opts.httpOptions,\n      );\n    }\n  }\n\n  /**\n   * Determines the base URL for Vertex AI based on project and location.\n   * Uses the global endpoint if location is 'global' or if project/location\n   * are not specified (implying API key usage).\n   * @private\n   */\n  private baseUrlFromProjectLocation(): string {\n    if (\n      this.clientOptions.project &&\n      this.clientOptions.location &&\n      this.clientOptions.location !== 'global'\n    ) {\n      // Regional endpoint\n      return `https://${this.clientOptions.location}-aiplatform.googleapis.com/`;\n    }\n    // Global endpoint (covers 'global' location and API key usage)\n    return `https://aiplatform.googleapis.com/`;\n  }\n\n  /**\n   * Normalizes authentication parameters for Vertex AI.\n   * If project and location are provided, API key is cleared.\n   * If project and location are not provided (implying API key usage),\n   * project and location are cleared.\n   * @private\n   */\n  private normalizeAuthParameters(): void {\n    if (this.clientOptions.project && this.clientOptions.location) {\n      // Using project/location for auth, clear potential API key\n      this.clientOptions.apiKey = undefined;\n      return;\n    }\n    // Using API key for auth (or no auth provided yet), clear project/location\n    this.clientOptions.project = undefined;\n    this.clientOptions.location = undefined;\n  }\n\n  isVertexAI(): boolean {\n    return this.clientOptions.vertexai ?? false;\n  }\n\n  getProject() {\n    return this.clientOptions.project;\n  }\n\n  getLocation() {\n    return this.clientOptions.location;\n  }\n\n  getApiVersion() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.apiVersion !== undefined\n    ) {\n      return this.clientOptions.httpOptions.apiVersion;\n    }\n    throw new Error('API version is not set.');\n  }\n\n  getBaseUrl() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.baseUrl !== undefined\n    ) {\n      return this.clientOptions.httpOptions.baseUrl;\n    }\n    throw new Error('Base URL is not set.');\n  }\n\n  getRequestUrl() {\n    return this.getRequestUrlInternal(this.clientOptions.httpOptions);\n  }\n\n  getHeaders() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.headers !== undefined\n    ) {\n      return this.clientOptions.httpOptions.headers;\n    } else {\n      throw new Error('Headers are not set.');\n    }\n  }\n\n  private getRequestUrlInternal(httpOptions?: HttpOptions) {\n    if (\n      !httpOptions ||\n      httpOptions.baseUrl === undefined ||\n      httpOptions.apiVersion === undefined\n    ) {\n      throw new Error('HTTP options are not correctly set.');\n    }\n    const baseUrl = httpOptions.baseUrl.endsWith('/')\n      ? httpOptions.baseUrl.slice(0, -1)\n      : httpOptions.baseUrl;\n    const urlElement: Array<string> = [baseUrl];\n    if (httpOptions.apiVersion && httpOptions.apiVersion !== '') {\n      urlElement.push(httpOptions.apiVersion);\n    }\n    return urlElement.join('/');\n  }\n\n  getBaseResourcePath() {\n    return `projects/${this.clientOptions.project}/locations/${\n      this.clientOptions.location\n    }`;\n  }\n\n  getApiKey() {\n    return this.clientOptions.apiKey;\n  }\n\n  getWebsocketBaseUrl() {\n    const baseUrl = this.getBaseUrl();\n    const urlParts = new URL(baseUrl);\n    urlParts.protocol = urlParts.protocol == 'http:' ? 'ws' : 'wss';\n    return urlParts.toString();\n  }\n\n  setBaseUrl(url: string) {\n    if (this.clientOptions.httpOptions) {\n      this.clientOptions.httpOptions.baseUrl = url;\n    } else {\n      throw new Error('HTTP options are not correctly set.');\n    }\n  }\n\n  private constructUrl(\n    path: string,\n    httpOptions: HttpOptions,\n    prependProjectLocation: boolean,\n  ): URL {\n    const urlElement: Array<string> = [this.getRequestUrlInternal(httpOptions)];\n    if (prependProjectLocation) {\n      urlElement.push(this.getBaseResourcePath());\n    }\n    if (path !== '') {\n      urlElement.push(path);\n    }\n    const url = new URL(`${urlElement.join('/')}`);\n\n    return url;\n  }\n\n  private shouldPrependVertexProjectPath(request: HttpRequest): boolean {\n    if (this.clientOptions.apiKey) {\n      return false;\n    }\n    if (!this.clientOptions.vertexai) {\n      return false;\n    }\n    if (request.path.startsWith('projects/')) {\n      // Assume the path already starts with\n      // `projects/<project>/location/<location>`.\n      return false;\n    }\n    if (\n      request.httpMethod === 'GET' &&\n      request.path.startsWith('publishers/google/models')\n    ) {\n      // These paths are used by Vertex's models.get and models.list\n      // calls. For base models Vertex does not accept a project/location\n      // prefix (for tuned model the prefix is required).\n      return false;\n    }\n    return true;\n  }\n\n  async request(request: HttpRequest): Promise<HttpResponse> {\n    let patchedHttpOptions = this.clientOptions.httpOptions!;\n    if (request.httpOptions) {\n      patchedHttpOptions = this.patchHttpOptions(\n        this.clientOptions.httpOptions!,\n        request.httpOptions,\n      );\n    }\n\n    const prependProjectLocation = this.shouldPrependVertexProjectPath(request);\n    const url = this.constructUrl(\n      request.path,\n      patchedHttpOptions,\n      prependProjectLocation,\n    );\n    if (request.queryParams) {\n      for (const [key, value] of Object.entries(request.queryParams)) {\n        url.searchParams.append(key, String(value));\n      }\n    }\n    let requestInit: RequestInit = {};\n    if (request.httpMethod === 'GET') {\n      if (request.body && request.body !== '{}') {\n        throw new Error(\n          'Request body should be empty for GET request, but got non empty request body',\n        );\n      }\n    } else {\n      requestInit.body = request.body;\n    }\n    requestInit = await this.includeExtraHttpOptionsToRequestInit(\n      requestInit,\n      patchedHttpOptions,\n      request.abortSignal,\n    );\n    return this.unaryApiCall(url, requestInit, request.httpMethod);\n  }\n\n  private patchHttpOptions(\n    baseHttpOptions: HttpOptions,\n    requestHttpOptions: HttpOptions,\n  ): HttpOptions {\n    const patchedHttpOptions = JSON.parse(\n      JSON.stringify(baseHttpOptions),\n    ) as HttpOptions;\n\n    for (const [key, value] of Object.entries(requestHttpOptions)) {\n      // Records compile to objects.\n      if (typeof value === 'object') {\n        // @ts-expect-error TS2345TS7053: Element implicitly has an 'any' type\n        // because expression of type 'string' can't be used to index type\n        // 'HttpOptions'.\n        patchedHttpOptions[key] = {...patchedHttpOptions[key], ...value};\n      } else if (value !== undefined) {\n        // @ts-expect-error TS2345TS7053: Element implicitly has an 'any' type\n        // because expression of type 'string' can't be used to index type\n        // 'HttpOptions'.\n        patchedHttpOptions[key] = value;\n      }\n    }\n    return patchedHttpOptions;\n  }\n\n  async requestStream(\n    request: HttpRequest,\n  ): Promise<AsyncGenerator<HttpResponse>> {\n    let patchedHttpOptions = this.clientOptions.httpOptions!;\n    if (request.httpOptions) {\n      patchedHttpOptions = this.patchHttpOptions(\n        this.clientOptions.httpOptions!,\n        request.httpOptions,\n      );\n    }\n\n    const prependProjectLocation = this.shouldPrependVertexProjectPath(request);\n    const url = this.constructUrl(\n      request.path,\n      patchedHttpOptions,\n      prependProjectLocation,\n    );\n    if (!url.searchParams.has('alt') || url.searchParams.get('alt') !== 'sse') {\n      url.searchParams.set('alt', 'sse');\n    }\n    let requestInit: RequestInit = {};\n    requestInit.body = request.body;\n    requestInit = await this.includeExtraHttpOptionsToRequestInit(\n      requestInit,\n      patchedHttpOptions,\n      request.abortSignal,\n    );\n    return this.streamApiCall(url, requestInit, request.httpMethod);\n  }\n\n  private async includeExtraHttpOptionsToRequestInit(\n    requestInit: RequestInit,\n    httpOptions: HttpOptions,\n    abortSignal?: AbortSignal,\n  ): Promise<RequestInit> {\n    if ((httpOptions && httpOptions.timeout) || abortSignal) {\n      const abortController = new AbortController();\n      const signal = abortController.signal;\n      if (httpOptions.timeout && httpOptions?.timeout > 0) {\n        setTimeout(() => abortController.abort(), httpOptions.timeout);\n      }\n      if (abortSignal) {\n        abortSignal.addEventListener('abort', () => {\n          abortController.abort();\n        });\n      }\n      requestInit.signal = signal;\n    }\n    requestInit.headers = await this.getHeadersInternal(httpOptions);\n    return requestInit;\n  }\n\n  private async unaryApiCall(\n    url: URL,\n    requestInit: RequestInit,\n    httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE',\n  ): Promise<HttpResponse> {\n    return this.apiCall(url.toString(), {\n      ...requestInit,\n      method: httpMethod,\n    })\n      .then(async (response) => {\n        await throwErrorIfNotOK(response);\n        return new HttpResponse(response);\n      })\n      .catch((e) => {\n        if (e instanceof Error) {\n          throw e;\n        } else {\n          throw new Error(JSON.stringify(e));\n        }\n      });\n  }\n\n  private async streamApiCall(\n    url: URL,\n    requestInit: RequestInit,\n    httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE',\n  ): Promise<AsyncGenerator<HttpResponse>> {\n    return this.apiCall(url.toString(), {\n      ...requestInit,\n      method: httpMethod,\n    })\n      .then(async (response) => {\n        await throwErrorIfNotOK(response);\n        return this.processStreamResponse(response);\n      })\n      .catch((e) => {\n        if (e instanceof Error) {\n          throw e;\n        } else {\n          throw new Error(JSON.stringify(e));\n        }\n      });\n  }\n\n  async *processStreamResponse(\n    response: Response,\n  ): AsyncGenerator<HttpResponse> {\n    const reader = response?.body?.getReader();\n    const decoder = new TextDecoder('utf-8');\n    if (!reader) {\n      throw new Error('Response body is empty');\n    }\n\n    try {\n      let buffer = '';\n      while (true) {\n        const {done, value} = await reader.read();\n        if (done) {\n          if (buffer.trim().length > 0) {\n            throw new Error('Incomplete JSON segment at the end');\n          }\n          break;\n        }\n        const chunkString = decoder.decode(value);\n\n        // Parse and throw an error if the chunk contains an error.\n        try {\n          const chunkJson = JSON.parse(chunkString) as Record<string, unknown>;\n          if ('error' in chunkJson) {\n            const errorJson = JSON.parse(\n              JSON.stringify(chunkJson['error']),\n            ) as Record<string, unknown>;\n            const status = errorJson['status'] as string;\n            const code = errorJson['code'] as number;\n            const errorMessage = `got status: ${status}. ${JSON.stringify(\n              chunkJson,\n            )}`;\n            if (code >= 400 && code < 500) {\n              const clientError = new ClientError(errorMessage);\n              throw clientError;\n            } else if (code >= 500 && code < 600) {\n              const serverError = new ServerError(errorMessage);\n              throw serverError;\n            }\n          }\n        } catch (e: unknown) {\n          const error = e as Error;\n          if (error.name === 'ClientError' || error.name === 'ServerError') {\n            throw e;\n          }\n        }\n        buffer += chunkString;\n        let match = buffer.match(responseLineRE);\n        while (match) {\n          const processedChunkString = match[1];\n          try {\n            const partialResponse = new Response(processedChunkString, {\n              headers: response?.headers,\n              status: response?.status,\n              statusText: response?.statusText,\n            });\n            yield new HttpResponse(partialResponse);\n            buffer = buffer.slice(match[0].length);\n            match = buffer.match(responseLineRE);\n          } catch (e) {\n            throw new Error(\n              `exception parsing stream chunk ${processedChunkString}. ${e}`,\n            );\n          }\n        }\n      }\n    } finally {\n      reader.releaseLock();\n    }\n  }\n  private async apiCall(\n    url: string,\n    requestInit: RequestInit,\n  ): Promise<Response> {\n    return fetch(url, requestInit).catch((e) => {\n      throw new Error(`exception ${e} sending request`);\n    });\n  }\n\n  getDefaultHeaders(): Record<string, string> {\n    const headers: Record<string, string> = {};\n\n    const versionHeaderValue =\n      LIBRARY_LABEL + ' ' + this.clientOptions.userAgentExtra;\n\n    headers[USER_AGENT_HEADER] = versionHeaderValue;\n    headers[GOOGLE_API_CLIENT_HEADER] = versionHeaderValue;\n    headers[CONTENT_TYPE_HEADER] = 'application/json';\n\n    return headers;\n  }\n\n  private async getHeadersInternal(\n    httpOptions: HttpOptions | undefined,\n  ): Promise<Headers> {\n    const headers = new Headers();\n    if (httpOptions && httpOptions.headers) {\n      for (const [key, value] of Object.entries(httpOptions.headers)) {\n        headers.append(key, value);\n      }\n      // Append a timeout header if it is set, note that the timeout option is\n      // in milliseconds but the header is in seconds.\n      if (httpOptions.timeout && httpOptions.timeout > 0) {\n        headers.append(\n          SERVER_TIMEOUT_HEADER,\n          String(Math.ceil(httpOptions.timeout / 1000)),\n        );\n      }\n    }\n    await this.clientOptions.auth.addAuthHeaders(headers);\n    return headers;\n  }\n\n  /**\n   * Uploads a file asynchronously using Gemini API only, this is not supported\n   * in Vertex AI.\n   *\n   * @param file The string path to the file to be uploaded or a Blob object.\n   * @param config Optional parameters specified in the `UploadFileConfig`\n   *     interface. @see {@link UploadFileConfig}\n   * @return A promise that resolves to a `File` object.\n   * @throws An error if called on a Vertex AI client.\n   * @throws An error if the `mimeType` is not provided and can not be inferred,\n   */\n  async uploadFile(\n    file: string | Blob,\n    config?: UploadFileConfig,\n  ): Promise<File> {\n    const fileToUpload: File = {};\n    if (config != null) {\n      fileToUpload.mimeType = config.mimeType;\n      fileToUpload.name = config.name;\n      fileToUpload.displayName = config.displayName;\n    }\n\n    if (fileToUpload.name && !fileToUpload.name.startsWith('files/')) {\n      fileToUpload.name = `files/${fileToUpload.name}`;\n    }\n\n    const uploader = this.clientOptions.uploader;\n    const fileStat = await uploader.stat(file);\n    fileToUpload.sizeBytes = String(fileStat.size);\n    const mimeType = config?.mimeType ?? fileStat.type;\n    if (mimeType === undefined || mimeType === '') {\n      throw new Error(\n        'Can not determine mimeType. Please provide mimeType in the config.',\n      );\n    }\n    fileToUpload.mimeType = mimeType;\n\n    const uploadUrl = await this.fetchUploadUrl(fileToUpload, config);\n    return uploader.upload(file, uploadUrl, this);\n  }\n\n  /**\n   * Downloads a file asynchronously to the specified path.\n   *\n   * @params params - The parameters for the download request, see {@link\n   * DownloadFileParameters}\n   */\n  async downloadFile(params: DownloadFileParameters): Promise<void> {\n    const downloader = this.clientOptions.downloader;\n    await downloader.download(params, this);\n  }\n\n  private async fetchUploadUrl(\n    file: File,\n    config?: UploadFileConfig,\n  ): Promise<string> {\n    let httpOptions: HttpOptions = {};\n    if (config?.httpOptions) {\n      httpOptions = config.httpOptions;\n    } else {\n      httpOptions = {\n        apiVersion: '', // api-version is set in the path.\n        headers: {\n          'Content-Type': 'application/json',\n          'X-Goog-Upload-Protocol': 'resumable',\n          'X-Goog-Upload-Command': 'start',\n          'X-Goog-Upload-Header-Content-Length': `${file.sizeBytes}`,\n          'X-Goog-Upload-Header-Content-Type': `${file.mimeType}`,\n        },\n      };\n    }\n\n    const body: Record<string, File> = {\n      'file': file,\n    };\n    const httpResponse = await this.request({\n      path: common.formatMap(\n        'upload/v1beta/files',\n        body['_url'] as Record<string, unknown>,\n      ),\n      body: JSON.stringify(body),\n      httpMethod: 'POST',\n      httpOptions,\n    });\n\n    if (!httpResponse || !httpResponse?.headers) {\n      throw new Error(\n        'Server did not return an HttpResponse or the returned HttpResponse did not have headers.',\n      );\n    }\n\n    const uploadUrl: string | undefined =\n      httpResponse?.headers?.['x-goog-upload-url'];\n    if (uploadUrl === undefined) {\n      throw new Error(\n        'Failed to get upload url. Server did not return the x-google-upload-url in the headers',\n      );\n    }\n    return uploadUrl;\n  }\n}\n\nasync function throwErrorIfNotOK(response: Response | undefined) {\n  if (response === undefined) {\n    throw new ServerError('response is undefined');\n  }\n  if (!response.ok) {\n    const status: number = response.status;\n    const statusText: string = response.statusText;\n    let errorBody: Record<string, unknown>;\n    if (response.headers.get('content-type')?.includes('application/json')) {\n      errorBody = await response.json();\n    } else {\n      errorBody = {\n        error: {\n          message: await response.text(),\n          code: response.status,\n          status: response.statusText,\n        },\n      };\n    }\n    const errorMessage = `got status: ${status} ${statusText}. ${JSON.stringify(\n      errorBody,\n    )}`;\n    if (status >= 400 && status < 500) {\n      const clientError = new ClientError(errorMessage);\n      throw clientError;\n    } else if (status >= 500 && status < 600) {\n      const serverError = new ServerError(errorMessage);\n      throw serverError;\n    }\n    throw new Error(errorMessage);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Client as McpClient} from '@modelcontextprotocol/sdk/client/index.js';\nimport {Tool as McpTool} from '@modelcontextprotocol/sdk/types.js';\n\nimport {GOOGLE_API_CLIENT_HEADER} from '../_api_client.js';\nimport {mcpToolsToGeminiTool} from '../_transformers.js';\nimport {\n  CallableTool,\n  CallableToolConfig,\n  FunctionCall,\n  GenerateContentParameters,\n  Part,\n  Tool,\n  ToolListUnion,\n} from '../types.js';\n\n// TODO: b/416041229 - Determine how to retrieve the MCP package version.\nexport const MCP_LABEL = 'mcp_used/unknown';\n\n// Checks whether the list of tools contains any MCP tools.\nexport function hasMcpToolUsage(tools: ToolListUnion): boolean {\n  for (const tool of tools) {\n    if (isMcpCallableTool(tool)) {\n      return true;\n    }\n    if (typeof tool === 'object' && 'inputSchema' in tool) {\n      return true;\n    }\n  }\n\n  return false;\n}\n\n// Sets the MCP version label in the Google API client header.\nexport function setMcpUsageHeader(headers: Record<string, string>) {\n  const existingHeader = headers[GOOGLE_API_CLIENT_HEADER] ?? '';\n  if (existingHeader.includes(MCP_LABEL)) {\n    return;\n  }\n  headers[GOOGLE_API_CLIENT_HEADER] = (\n    existingHeader + ` ${MCP_LABEL}`\n  ).trimStart();\n}\n\n// Checks whether the list of tools contains any MCP clients. Will return true\n// if there is at least one MCP client.\nexport function hasMcpClientTools(params: GenerateContentParameters): boolean {\n  return params.config?.tools?.some((tool) => isMcpCallableTool(tool)) ?? false;\n}\n\n// Checks whether the list of tools contains any non-MCP tools. Will return true\n// if there is at least one non-MCP tool.\nexport function hasNonMcpTools(params: GenerateContentParameters): boolean {\n  return (\n    params.config?.tools?.some((tool) => !isMcpCallableTool(tool)) ?? false\n  );\n}\n\n// Returns true if the object is a MCP CallableTool, otherwise false.\nfunction isMcpCallableTool(object: unknown): boolean {\n  // TODO: b/418266406 - Add a more robust check for the MCP CallableTool.\n  return (\n    object !== null &&\n    typeof object === 'object' &&\n    'tool' in object &&\n    'callTool' in object\n  );\n}\n\n// List all tools from the MCP client.\nasync function* listAllTools(\n  mcpClient: McpClient,\n  maxTools: number = 100,\n): AsyncGenerator<McpTool> {\n  let cursor: string | undefined = undefined;\n  let numTools = 0;\n  while (numTools < maxTools) {\n    const t = await mcpClient.listTools({cursor});\n    for (const tool of t.tools) {\n      yield tool;\n      numTools++;\n    }\n    if (!t.nextCursor) {\n      break;\n    }\n    cursor = t.nextCursor;\n  }\n}\n\n/**\n * McpCallableTool can be used for model inference and invoking MCP clients with\n * given function call arguments.\n *\n * @experimental Built-in MCP support is an experimental feature, may change in future\n * versions.\n */\nexport class McpCallableTool implements CallableTool {\n  private readonly mcpClients;\n  private mcpTools: McpTool[] = [];\n  private functionNameToMcpClient: Record<string, McpClient> = {};\n  private readonly config: CallableToolConfig;\n\n  private constructor(\n    mcpClients: McpClient[] = [],\n    config: CallableToolConfig,\n  ) {\n    this.mcpClients = mcpClients;\n    this.config = config;\n  }\n\n  /**\n   * Creates a McpCallableTool.\n   */\n  public static create(\n    mcpClients: McpClient[],\n    config: CallableToolConfig,\n  ): McpCallableTool {\n    return new McpCallableTool(mcpClients, config);\n  }\n\n  /**\n   * Validates the function names are not duplicate and initialize the function\n   * name to MCP client mapping.\n   *\n   * @throws {Error} if the MCP tools from the MCP clients have duplicate tool\n   *     names.\n   */\n  async initialize() {\n    if (this.mcpTools.length > 0) {\n      return;\n    }\n\n    const functionMap: Record<string, McpClient> = {};\n    const mcpTools: McpTool[] = [];\n    for (const mcpClient of this.mcpClients) {\n      for await (const mcpTool of listAllTools(mcpClient)) {\n        mcpTools.push(mcpTool);\n        const mcpToolName = mcpTool.name as string;\n        if (functionMap[mcpToolName]) {\n          throw new Error(\n            `Duplicate function name ${\n              mcpToolName\n            } found in MCP tools. Please ensure function names are unique.`,\n          );\n        }\n        functionMap[mcpToolName] = mcpClient;\n      }\n    }\n    this.mcpTools = mcpTools;\n    this.functionNameToMcpClient = functionMap;\n  }\n\n  public async tool(): Promise<Tool> {\n    await this.initialize();\n    return mcpToolsToGeminiTool(this.mcpTools, this.config);\n  }\n\n  public async callTool(functionCalls: FunctionCall[]): Promise<Part[]> {\n    await this.initialize();\n    const functionCallResponseParts: Part[] = [];\n    for (const functionCall of functionCalls) {\n      if (functionCall.name! in this.functionNameToMcpClient) {\n        const mcpClient = this.functionNameToMcpClient[functionCall.name!];\n        const callToolResponse = await mcpClient.callTool({\n          name: functionCall.name!,\n          arguments: functionCall.args,\n        });\n        functionCallResponseParts.push({\n          functionResponse: {\n            name: functionCall.name,\n            response: callToolResponse.isError\n              ? {error: callToolResponse}\n              : (callToolResponse as Record<string, unknown>),\n          },\n        });\n      }\n    }\n    return functionCallResponseParts;\n  }\n}\n\nfunction isMcpClient(client: unknown): client is McpClient {\n  return (\n    client !== null &&\n    typeof client === 'object' &&\n    'listTools' in client &&\n    typeof client.listTools === 'function'\n  );\n}\n\n/**\n * Creates a McpCallableTool from MCP clients and an optional config.\n *\n * The callable tool can invoke the MCP clients with given function call\n * arguments. (often for automatic function calling).\n * Use the config to modify tool parameters such as behavior.\n *\n * @experimental Built-in MCP support is an experimental feature, may change in future\n * versions.\n */\nexport function mcpToTool(\n  ...args: [...McpClient[], CallableToolConfig | McpClient]\n): CallableTool {\n  if (args.length === 0) {\n    throw new Error('No MCP clients provided');\n  }\n  const maybeConfig = args[args.length - 1];\n  if (isMcpClient(maybeConfig)) {\n    return McpCallableTool.create(args as McpClient[], {});\n  }\n  return McpCallableTool.create(\n    args.slice(0, args.length - 1) as McpClient[],\n    maybeConfig,\n  );\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Live music client.\n *\n * @experimental\n */\n\nimport {ApiClient} from './_api_client.js';\nimport {Auth} from './_auth.js';\nimport * as t from './_transformers.js';\nimport {WebSocket, WebSocketCallbacks, WebSocketFactory} from './_websocket.js';\nimport * as converters from './converters/_live_converters.js';\nimport * as types from './types.js';\n\n/**\n * Handles incoming messages from the WebSocket.\n *\n * @remarks\n * This function is responsible for parsing incoming messages, transforming them\n * into LiveMusicServerMessage, and then calling the onmessage callback.\n * Note that the first message which is received from the server is a\n * setupComplete message.\n *\n * @param apiClient The ApiClient instance.\n * @param onmessage The user-provided onmessage callback (if any).\n * @param event The MessageEvent from the WebSocket.\n */\nasync function handleWebSocketMessage(\n  apiClient: ApiClient,\n  onmessage: (msg: types.LiveMusicServerMessage) => void,\n  event: MessageEvent,\n): Promise<void> {\n  const serverMessage: types.LiveMusicServerMessage =\n    new types.LiveMusicServerMessage();\n  let data: types.LiveMusicServerMessage;\n  if (event.data instanceof Blob) {\n    data = JSON.parse(await event.data.text()) as types.LiveMusicServerMessage;\n  } else {\n    data = JSON.parse(event.data) as types.LiveMusicServerMessage;\n  }\n  const response = converters.liveMusicServerMessageFromMldev(apiClient, data);\n  Object.assign(serverMessage, response);\n  onmessage(serverMessage);\n}\n\n/**\n   LiveMusic class encapsulates the configuration for live music\n   generation via Lyria Live models.\n\n   @experimental\n  */\nexport class LiveMusic {\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly auth: Auth,\n    private readonly webSocketFactory: WebSocketFactory,\n  ) {}\n\n  /**\n     Establishes a connection to the specified model and returns a\n     LiveMusicSession object representing that connection.\n\n     @experimental\n\n     @remarks\n\n     @param params - The parameters for establishing a connection to the model.\n     @return A live session.\n\n     @example\n     ```ts\n     let model = 'models/lyria-realtime-exp';\n     const session = await ai.live.music.connect({\n       model: model,\n       callbacks: {\n         onmessage: (e: MessageEvent) => {\n           console.log('Received message from the server: %s\\n', debug(e.data));\n         },\n         onerror: (e: ErrorEvent) => {\n           console.log('Error occurred: %s\\n', debug(e.error));\n         },\n         onclose: (e: CloseEvent) => {\n           console.log('Connection closed.');\n         },\n       },\n     });\n     ```\n    */\n  async connect(\n    params: types.LiveMusicConnectParameters,\n  ): Promise<LiveMusicSession> {\n    if (this.apiClient.isVertexAI()) {\n      throw new Error('Live music is not supported for Vertex AI.');\n    }\n    console.warn(\n      'Live music generation is experimental and may change in future versions.',\n    );\n\n    const websocketBaseUrl = this.apiClient.getWebsocketBaseUrl();\n    const apiVersion = this.apiClient.getApiVersion();\n    const headers = mapToHeaders(this.apiClient.getDefaultHeaders());\n    const apiKey = this.apiClient.getApiKey();\n    const url = `${websocketBaseUrl}/ws/google.ai.generativelanguage.${\n      apiVersion\n    }.GenerativeService.BidiGenerateMusic?key=${apiKey}`;\n\n    let onopenResolve: (value: unknown) => void = () => {};\n    const onopenPromise = new Promise((resolve: (value: unknown) => void) => {\n      onopenResolve = resolve;\n    });\n\n    const callbacks: types.LiveMusicCallbacks = params.callbacks;\n\n    const onopenAwaitedCallback = function () {\n      onopenResolve({});\n    };\n\n    const apiClient = this.apiClient;\n    const websocketCallbacks: WebSocketCallbacks = {\n      onopen: onopenAwaitedCallback,\n      onmessage: (event: MessageEvent) => {\n        void handleWebSocketMessage(apiClient, callbacks.onmessage, event);\n      },\n      onerror:\n        callbacks?.onerror ??\n        function (e: ErrorEvent) {\n          void e;\n        },\n      onclose:\n        callbacks?.onclose ??\n        function (e: CloseEvent) {\n          void e;\n        },\n    };\n\n    const conn = this.webSocketFactory.create(\n      url,\n      headersToMap(headers),\n      websocketCallbacks,\n    );\n    conn.connect();\n    // Wait for the websocket to open before sending requests.\n    await onopenPromise;\n\n    const model = t.tModel(this.apiClient, params.model);\n    const setup = converters.liveMusicClientSetupToMldev(this.apiClient, {\n      model,\n    });\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      {setup},\n    );\n    conn.send(JSON.stringify(clientMessage));\n\n    return new LiveMusicSession(conn, this.apiClient);\n  }\n}\n\n/**\n   Represents a connection to the API.\n\n   @experimental\n  */\nexport class LiveMusicSession {\n  constructor(\n    readonly conn: WebSocket,\n    private readonly apiClient: ApiClient,\n  ) {}\n\n  /**\n    Sets inputs to steer music generation. Updates the session's current\n    weighted prompts.\n\n    @param params - Contains one property, `weightedPrompts`.\n\n      - `weightedPrompts` to send to the model; weights are normalized to\n        sum to 1.0.\n\n    @experimental\n   */\n  async setWeightedPrompts(\n    params: types.LiveMusicSetWeightedPromptsParameters,\n  ) {\n    if (\n      !params.weightedPrompts ||\n      Object.keys(params.weightedPrompts).length === 0\n    ) {\n      throw new Error(\n        'Weighted prompts must be set and contain at least one entry.',\n      );\n    }\n    const setWeightedPromptsParameters =\n      converters.liveMusicSetWeightedPromptsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n    const clientContent = converters.liveMusicClientContentToMldev(\n      this.apiClient,\n      setWeightedPromptsParameters,\n    );\n    this.conn.send(JSON.stringify({clientContent}));\n  }\n\n  /**\n    Sets a configuration to the model. Updates the session's current\n    music generation config.\n\n    @param params - Contains one property, `musicGenerationConfig`.\n\n      - `musicGenerationConfig` to set in the model. Passing an empty or\n    undefined config to the model will reset the config to defaults.\n\n    @experimental\n   */\n  async setMusicGenerationConfig(params: types.LiveMusicSetConfigParameters) {\n    if (!params.musicGenerationConfig) {\n      params.musicGenerationConfig = {};\n    }\n    const setConfigParameters = converters.liveMusicSetConfigParametersToMldev(\n      this.apiClient,\n      params,\n    );\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      setConfigParameters,\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  private sendPlaybackControl(playbackControl: types.LiveMusicPlaybackControl) {\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      {\n        playbackControl,\n      },\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n   * Start the music stream.\n   *\n   * @experimental\n   */\n  play() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.PLAY);\n  }\n\n  /**\n   * Temporarily halt the music stream. Use `play` to resume from the current\n   * position.\n   *\n   * @experimental\n   */\n  pause() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.PAUSE);\n  }\n\n  /**\n   * Stop the music stream and reset the state. Retains the current prompts\n   * and config.\n   *\n   * @experimental\n   */\n  stop() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.STOP);\n  }\n\n  /**\n   * Resets the context of the music generation without stopping it.\n   * Retains the current prompts and config.\n   *\n   * @experimental\n   */\n  resetContext() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.RESET_CONTEXT);\n  }\n\n  /**\n     Terminates the WebSocket connection.\n\n     @experimental\n   */\n  close() {\n    this.conn.close();\n  }\n}\n\n// Converts an headers object to a \"map\" object as expected by the WebSocket\n// constructor. We use this as the Auth interface works with Headers objects\n// while the WebSocket constructor takes a map.\nfunction headersToMap(headers: Headers): Record<string, string> {\n  const headerMap: Record<string, string> = {};\n  headers.forEach((value, key) => {\n    headerMap[key] = value;\n  });\n  return headerMap;\n}\n\n// Converts a \"map\" object to a headers object. We use this as the Auth\n// interface works with Headers objects while the API client default headers\n// returns a map.\nfunction mapToHeaders(map: Record<string, string>): Headers {\n  const headers = new Headers();\n  for (const [key, value] of Object.entries(map)) {\n    headers.append(key, value);\n  }\n  return headers;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Live client.\n *\n * @experimental\n */\n\nimport {ApiClient} from './_api_client.js';\nimport {Auth} from './_auth.js';\nimport * as t from './_transformers.js';\nimport {WebSocket, WebSocketCallbacks, WebSocketFactory} from './_websocket.js';\nimport * as converters from './converters/_live_converters.js';\nimport {\n  contentToMldev,\n  contentToVertex,\n} from './converters/_models_converters.js';\nimport {hasMcpToolUsage, setMcpUsageHeader} from './mcp/_mcp.js';\nimport {LiveMusic} from './music.js';\nimport * as types from './types.js';\n\nconst FUNCTION_RESPONSE_REQUIRES_ID =\n  'FunctionResponse request must have an `id` field from the response of a ToolCall.FunctionalCalls in Google AI.';\n\n/**\n * Handles incoming messages from the WebSocket.\n *\n * @remarks\n * This function is responsible for parsing incoming messages, transforming them\n * into LiveServerMessages, and then calling the onmessage callback. Note that\n * the first message which is received from the server is a setupComplete\n * message.\n *\n * @param apiClient The ApiClient instance.\n * @param onmessage The user-provided onmessage callback (if any).\n * @param event The MessageEvent from the WebSocket.\n */\nasync function handleWebSocketMessage(\n  apiClient: ApiClient,\n  onmessage: (msg: types.LiveServerMessage) => void,\n  event: MessageEvent,\n): Promise<void> {\n  const serverMessage: types.LiveServerMessage = new types.LiveServerMessage();\n  let data: types.LiveServerMessage;\n  if (event.data instanceof Blob) {\n    data = JSON.parse(await event.data.text()) as types.LiveServerMessage;\n  } else {\n    data = JSON.parse(event.data) as types.LiveServerMessage;\n  }\n  if (apiClient.isVertexAI()) {\n    const resp = converters.liveServerMessageFromVertex(apiClient, data);\n    Object.assign(serverMessage, resp);\n  } else {\n    const resp = converters.liveServerMessageFromMldev(apiClient, data);\n    Object.assign(serverMessage, resp);\n  }\n\n  onmessage(serverMessage);\n}\n\n/**\n   Live class encapsulates the configuration for live interaction with the\n   Generative Language API. It embeds ApiClient for general API settings.\n\n   @experimental\n  */\nexport class Live {\n  public readonly music: LiveMusic;\n\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly auth: Auth,\n    private readonly webSocketFactory: WebSocketFactory,\n  ) {\n    this.music = new LiveMusic(\n      this.apiClient,\n      this.auth,\n      this.webSocketFactory,\n    );\n  }\n\n  /**\n     Establishes a connection to the specified model with the given\n     configuration and returns a Session object representing that connection.\n\n     @experimental Built-in MCP support is an experimental feature, may change in\n     future versions.\n\n     @remarks\n\n     @param params - The parameters for establishing a connection to the model.\n     @return A live session.\n\n     @example\n     ```ts\n     let model: string;\n     if (GOOGLE_GENAI_USE_VERTEXAI) {\n       model = 'gemini-2.0-flash-live-preview-04-09';\n     } else {\n       model = 'gemini-2.0-flash-live-001';\n     }\n     const session = await ai.live.connect({\n       model: model,\n       config: {\n         responseModalities: [Modality.AUDIO],\n       },\n       callbacks: {\n         onopen: () => {\n           console.log('Connected to the socket.');\n         },\n         onmessage: (e: MessageEvent) => {\n           console.log('Received message from the server: %s\\n', debug(e.data));\n         },\n         onerror: (e: ErrorEvent) => {\n           console.log('Error occurred: %s\\n', debug(e.error));\n         },\n         onclose: (e: CloseEvent) => {\n           console.log('Connection closed.');\n         },\n       },\n     });\n     ```\n    */\n  async connect(params: types.LiveConnectParameters): Promise<Session> {\n    const websocketBaseUrl = this.apiClient.getWebsocketBaseUrl();\n    const apiVersion = this.apiClient.getApiVersion();\n    let url: string;\n    const defaultHeaders = this.apiClient.getDefaultHeaders();\n    if (\n      params.config &&\n      params.config.tools &&\n      hasMcpToolUsage(params.config.tools)\n    ) {\n      setMcpUsageHeader(defaultHeaders);\n    }\n    const headers = mapToHeaders(defaultHeaders);\n    if (this.apiClient.isVertexAI()) {\n      url = `${websocketBaseUrl}/ws/google.cloud.aiplatform.${\n        apiVersion\n      }.LlmBidiService/BidiGenerateContent`;\n      await this.auth.addAuthHeaders(headers);\n    } else {\n      const apiKey = this.apiClient.getApiKey();\n      url = `${websocketBaseUrl}/ws/google.ai.generativelanguage.${\n        apiVersion\n      }.GenerativeService.BidiGenerateContent?key=${apiKey}`;\n    }\n\n    let onopenResolve: (value: unknown) => void = () => {};\n    const onopenPromise = new Promise((resolve: (value: unknown) => void) => {\n      onopenResolve = resolve;\n    });\n\n    const callbacks: types.LiveCallbacks = params.callbacks;\n\n    const onopenAwaitedCallback = function () {\n      callbacks?.onopen?.();\n      onopenResolve({});\n    };\n\n    const apiClient = this.apiClient;\n\n    const websocketCallbacks: WebSocketCallbacks = {\n      onopen: onopenAwaitedCallback,\n      onmessage: (event: MessageEvent) => {\n        void handleWebSocketMessage(apiClient, callbacks.onmessage, event);\n      },\n      onerror:\n        callbacks?.onerror ??\n        function (e: ErrorEvent) {\n          void e;\n        },\n      onclose:\n        callbacks?.onclose ??\n        function (e: CloseEvent) {\n          void e;\n        },\n    };\n\n    const conn = this.webSocketFactory.create(\n      url,\n      headersToMap(headers),\n      websocketCallbacks,\n    );\n    conn.connect();\n    // Wait for the websocket to open before sending requests.\n    await onopenPromise;\n\n    let transformedModel = t.tModel(this.apiClient, params.model);\n    if (\n      this.apiClient.isVertexAI() &&\n      transformedModel.startsWith('publishers/')\n    ) {\n      const project = this.apiClient.getProject();\n      const location = this.apiClient.getLocation();\n      transformedModel =\n        `projects/${project}/locations/${location}/` + transformedModel;\n    }\n\n    let clientMessage: Record<string, unknown> = {};\n\n    if (\n      this.apiClient.isVertexAI() &&\n      params.config?.responseModalities === undefined\n    ) {\n      // Set default to AUDIO to align with MLDev API.\n      if (params.config === undefined) {\n        params.config = {responseModalities: [types.Modality.AUDIO]};\n      } else {\n        params.config.responseModalities = [types.Modality.AUDIO];\n      }\n    }\n    if (params.config?.generationConfig) {\n      // Raise deprecation warning for generationConfig.\n      console.warn(\n        'Setting `LiveConnectConfig.generation_config` is deprecated, please set the fields on `LiveConnectConfig` directly. This will become an error in a future version (not before Q3 2025).',\n      );\n    }\n    const inputTools = params.config?.tools ?? [];\n    const convertedTools: types.Tool[] = [];\n    for (const tool of inputTools) {\n      if (this.isCallableTool(tool)) {\n        const callableTool = tool as types.CallableTool;\n        convertedTools.push(await callableTool.tool());\n      } else {\n        convertedTools.push(tool as types.Tool);\n      }\n    }\n    if (convertedTools.length > 0) {\n      params.config!.tools = convertedTools;\n    }\n    const liveConnectParameters: types.LiveConnectParameters = {\n      model: transformedModel,\n      config: params.config,\n      callbacks: params.callbacks,\n    };\n    if (this.apiClient.isVertexAI()) {\n      clientMessage = converters.liveConnectParametersToVertex(\n        this.apiClient,\n        liveConnectParameters,\n      );\n    } else {\n      clientMessage = converters.liveConnectParametersToMldev(\n        this.apiClient,\n        liveConnectParameters,\n      );\n    }\n    delete clientMessage['config'];\n    conn.send(JSON.stringify(clientMessage));\n    return new Session(conn, this.apiClient);\n  }\n\n  // TODO: b/416041229 - Abstract this method to a common place.\n  private isCallableTool(tool: types.ToolUnion): boolean {\n    return 'callTool' in tool && typeof tool.callTool === 'function';\n  }\n}\n\nconst defaultLiveSendClientContentParamerters: types.LiveSendClientContentParameters =\n  {\n    turnComplete: true,\n  };\n\n/**\n   Represents a connection to the API.\n\n   @experimental\n  */\nexport class Session {\n  constructor(\n    readonly conn: WebSocket,\n    private readonly apiClient: ApiClient,\n  ) {}\n\n  private tLiveClientContent(\n    apiClient: ApiClient,\n    params: types.LiveSendClientContentParameters,\n  ): types.LiveClientMessage {\n    if (params.turns !== null && params.turns !== undefined) {\n      let contents: types.Content[] = [];\n      try {\n        contents = t.tContents(\n          apiClient,\n          params.turns as types.ContentListUnion,\n        );\n        if (apiClient.isVertexAI()) {\n          contents = contents.map((item) => contentToVertex(apiClient, item));\n        } else {\n          contents = contents.map((item) => contentToMldev(apiClient, item));\n        }\n      } catch {\n        throw new Error(\n          `Failed to parse client content \"turns\", type: '${typeof params.turns}'`,\n        );\n      }\n      return {\n        clientContent: {turns: contents, turnComplete: params.turnComplete},\n      };\n    }\n\n    return {\n      clientContent: {turnComplete: params.turnComplete},\n    };\n  }\n\n  private tLiveClienttToolResponse(\n    apiClient: ApiClient,\n    params: types.LiveSendToolResponseParameters,\n  ): types.LiveClientMessage {\n    let functionResponses: types.FunctionResponse[] = [];\n\n    if (params.functionResponses == null) {\n      throw new Error('functionResponses is required.');\n    }\n\n    if (!Array.isArray(params.functionResponses)) {\n      functionResponses = [params.functionResponses];\n    } else {\n      functionResponses = params.functionResponses;\n    }\n\n    if (functionResponses.length === 0) {\n      throw new Error('functionResponses is required.');\n    }\n\n    for (const functionResponse of functionResponses) {\n      if (\n        typeof functionResponse !== 'object' ||\n        functionResponse === null ||\n        !('name' in functionResponse) ||\n        !('response' in functionResponse)\n      ) {\n        throw new Error(\n          `Could not parse function response, type '${typeof functionResponse}'.`,\n        );\n      }\n      if (!apiClient.isVertexAI() && !('id' in functionResponse)) {\n        throw new Error(FUNCTION_RESPONSE_REQUIRES_ID);\n      }\n    }\n\n    const clientMessage: types.LiveClientMessage = {\n      toolResponse: {functionResponses: functionResponses},\n    };\n    return clientMessage;\n  }\n\n  /**\n    Send a message over the established connection.\n\n    @param params - Contains two **optional** properties, `turns` and\n        `turnComplete`.\n\n      - `turns` will be converted to a `Content[]`\n      - `turnComplete: true` [default] indicates that you are done sending\n        content and expect a response. If `turnComplete: false`, the server\n        will wait for additional messages before starting generation.\n\n    @experimental\n\n    @remarks\n    There are two ways to send messages to the live API:\n    `sendClientContent` and `sendRealtimeInput`.\n\n    `sendClientContent` messages are added to the model context **in order**.\n    Having a conversation using `sendClientContent` messages is roughly\n    equivalent to using the `Chat.sendMessageStream`, except that the state of\n    the `chat` history is stored on the API server instead of locally.\n\n    Because of `sendClientContent`'s order guarantee, the model cannot respons\n    as quickly to `sendClientContent` messages as to `sendRealtimeInput`\n    messages. This makes the biggest difference when sending objects that have\n    significant preprocessing time (typically images).\n\n    The `sendClientContent` message sends a `Content[]`\n    which has more options than the `Blob` sent by `sendRealtimeInput`.\n\n    So the main use-cases for `sendClientContent` over `sendRealtimeInput` are:\n\n    - Sending anything that can't be represented as a `Blob` (text,\n    `sendClientContent({turns=\"Hello?\"}`)).\n    - Managing turns when not using audio input and voice activity detection.\n      (`sendClientContent({turnComplete:true})` or the short form\n    `sendClientContent()`)\n    - Prefilling a conversation context\n      ```\n      sendClientContent({\n          turns: [\n            Content({role:user, parts:...}),\n            Content({role:user, parts:...}),\n            ...\n          ]\n      })\n      ```\n    @experimental\n   */\n  sendClientContent(params: types.LiveSendClientContentParameters) {\n    params = {\n      ...defaultLiveSendClientContentParamerters,\n      ...params,\n    };\n\n    const clientMessage: types.LiveClientMessage = this.tLiveClientContent(\n      this.apiClient,\n      params,\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n    Send a realtime message over the established connection.\n\n    @param params - Contains one property, `media`.\n\n      - `media` will be converted to a `Blob`\n\n    @experimental\n\n    @remarks\n    Use `sendRealtimeInput` for realtime audio chunks and video frames (images).\n\n    With `sendRealtimeInput` the api will respond to audio automatically\n    based on voice activity detection (VAD).\n\n    `sendRealtimeInput` is optimized for responsivness at the expense of\n    deterministic ordering guarantees. Audio and video tokens are to the\n    context when they become available.\n\n    Note: The Call signature expects a `Blob` object, but only a subset\n    of audio and image mimetypes are allowed.\n   */\n  sendRealtimeInput(params: types.LiveSendRealtimeInputParameters) {\n    let clientMessage: types.LiveClientMessage = {};\n\n    if (this.apiClient.isVertexAI()) {\n      clientMessage = {\n        'realtimeInput': converters.liveSendRealtimeInputParametersToVertex(\n          this.apiClient,\n          params,\n        ),\n      };\n    } else {\n      clientMessage = {\n        'realtimeInput': converters.liveSendRealtimeInputParametersToMldev(\n          this.apiClient,\n          params,\n        ),\n      };\n    }\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n    Send a function response message over the established connection.\n\n    @param params - Contains property `functionResponses`.\n\n      - `functionResponses` will be converted to a `functionResponses[]`\n\n    @remarks\n    Use `sendFunctionResponse` to reply to `LiveServerToolCall` from the server.\n\n    Use {@link types.LiveConnectConfig#tools} to configure the callable functions.\n\n    @experimental\n   */\n  sendToolResponse(params: types.LiveSendToolResponseParameters) {\n    if (params.functionResponses == null) {\n      throw new Error('Tool response parameters are required.');\n    }\n\n    const clientMessage: types.LiveClientMessage =\n      this.tLiveClienttToolResponse(this.apiClient, params);\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n     Terminates the WebSocket connection.\n\n     @experimental\n\n     @example\n     ```ts\n     let model: string;\n     if (GOOGLE_GENAI_USE_VERTEXAI) {\n       model = 'gemini-2.0-flash-live-preview-04-09';\n     } else {\n       model = 'gemini-2.0-flash-live-001';\n     }\n     const session = await ai.live.connect({\n       model: model,\n       config: {\n         responseModalities: [Modality.AUDIO],\n       }\n     });\n\n     session.close();\n     ```\n   */\n  close() {\n    this.conn.close();\n  }\n}\n\n// Converts an headers object to a \"map\" object as expected by the WebSocket\n// constructor. We use this as the Auth interface works with Headers objects\n// while the WebSocket constructor takes a map.\nfunction headersToMap(headers: Headers): Record<string, string> {\n  const headerMap: Record<string, string> = {};\n  headers.forEach((value, key) => {\n    headerMap[key] = value;\n  });\n  return headerMap;\n}\n\n// Converts a \"map\" object to a headers object. We use this as the Auth\n// interface works with Headers objects while the API client default headers\n// returns a map.\nfunction mapToHeaders(map: Record<string, string>): Headers {\n  const headers = new Headers();\n  for (const [key, value] of Object.entries(map)) {\n    headers.append(key, value);\n  }\n  return headers;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport * as types from './types.js';\n\nexport const DEFAULT_MAX_REMOTE_CALLS = 10;\n\n/** Returns whether automatic function calling is disabled. */\nexport function shouldDisableAfc(\n  config: types.GenerateContentConfig | undefined,\n): boolean {\n  if (config?.automaticFunctionCalling?.disable) {\n    return true;\n  }\n\n  let callableToolsPresent = false;\n  for (const tool of config?.tools ?? []) {\n    if (isCallableTool(tool)) {\n      callableToolsPresent = true;\n      break;\n    }\n  }\n  if (!callableToolsPresent) {\n    return true;\n  }\n\n  const maxCalls = config?.automaticFunctionCalling?.maximumRemoteCalls;\n  if (\n    (maxCalls && (maxCalls < 0 || !Number.isInteger(maxCalls))) ||\n    maxCalls == 0\n  ) {\n    console.warn(\n      'Invalid maximumRemoteCalls value provided for automatic function calling. Disabled automatic function calling. Please provide a valid integer value greater than 0. maximumRemoteCalls provided:',\n      maxCalls,\n    );\n    return true;\n  }\n  return false;\n}\n\nexport function isCallableTool(tool: types.ToolUnion): boolean {\n  return 'callTool' in tool && typeof tool.callTool === 'function';\n}\n\n/**\n * Returns whether to append automatic function calling history to the\n * response.\n */\nexport function shouldAppendAfcHistory(\n  config: types.GenerateContentConfig | undefined,\n): boolean {\n  return !config?.automaticFunctionCalling?.ignoreCallHistory;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {\n  DEFAULT_MAX_REMOTE_CALLS,\n  isCallableTool,\n  shouldAppendAfcHistory,\n  shouldDisableAfc,\n} from './_afc.js';\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as _internal_types from './_internal_types.js';\nimport {tContents} from './_transformers.js';\nimport * as converters from './converters/_models_converters.js';\nimport {\n  hasMcpClientTools,\n  hasMcpToolUsage,\n  hasNonMcpTools,\n  setMcpUsageHeader,\n} from './mcp/_mcp.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Models extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Makes an API request to generate content with a given model.\n   *\n   * For the `model` parameter, supported formats for Vertex AI API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The full resource name starts with 'projects/', for example:\n   *  'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash'\n   * - The partial resource name with 'publishers/', for example:\n   *  'publishers/google/models/gemini-2.0-flash' or\n   *  'publishers/meta/models/llama-3.1-405b-instruct-maas'\n   * - `/` separated publisher and model name, for example:\n   * 'google/gemini-2.0-flash' or 'meta/llama-3.1-405b-instruct-maas'\n   *\n   * For the `model` parameter, supported formats for Gemini API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The model name starts with 'models/', for example:\n   *  'models/gemini-2.0-flash'\n   * - For tuned models, the model name starts with 'tunedModels/',\n   * for example:\n   * 'tunedModels/1234567890123456789'\n   *\n   * Some models support multimodal input and output.\n   *\n   * @param params - The parameters for generating content.\n   * @return The response from generating content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents: 'why is the sky blue?',\n   *   config: {\n   *     candidateCount: 2,\n   *   }\n   * });\n   * console.log(response);\n   * ```\n   */\n  generateContent = async (\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentResponse> => {\n    const transformedParams = await this.processParamsForMcpUsage(params);\n    if (!hasMcpClientTools(params) || shouldDisableAfc(params.config)) {\n      return await this.generateContentInternal(transformedParams);\n    }\n\n    // TODO: b/418266406 - Improve the check for CallableTools and Tools.\n    if (hasNonMcpTools(params)) {\n      throw new Error(\n        'Automatic function calling with CallableTools and Tools is not yet supported.',\n      );\n    }\n\n    let response: types.GenerateContentResponse;\n    let functionResponseContent: types.Content;\n    const automaticFunctionCallingHistory: types.Content[] = tContents(\n      this.apiClient,\n      transformedParams.contents,\n    );\n    const maxRemoteCalls =\n      transformedParams.config?.automaticFunctionCalling?.maximumRemoteCalls ??\n      DEFAULT_MAX_REMOTE_CALLS;\n    let remoteCalls = 0;\n    while (remoteCalls < maxRemoteCalls) {\n      response = await this.generateContentInternal(transformedParams);\n      if (!response.functionCalls || response.functionCalls!.length === 0) {\n        break;\n      }\n\n      const responseContent: types.Content = response.candidates![0].content!;\n      const functionResponseParts: types.Part[] = [];\n      for (const tool of params.config?.tools ?? []) {\n        if (isCallableTool(tool)) {\n          const callableTool = tool as types.CallableTool;\n          const parts = await callableTool.callTool(response.functionCalls!);\n          functionResponseParts.push(...parts);\n        }\n      }\n\n      remoteCalls++;\n\n      functionResponseContent = {\n        role: 'user',\n        parts: functionResponseParts,\n      };\n\n      transformedParams.contents = tContents(\n        this.apiClient,\n        transformedParams.contents,\n      );\n      (transformedParams.contents as types.Content[]).push(responseContent);\n      (transformedParams.contents as types.Content[]).push(\n        functionResponseContent,\n      );\n\n      if (shouldAppendAfcHistory(transformedParams.config)) {\n        automaticFunctionCallingHistory.push(responseContent);\n        automaticFunctionCallingHistory.push(functionResponseContent);\n      }\n    }\n    if (shouldAppendAfcHistory(transformedParams.config)) {\n      response!.automaticFunctionCallingHistory =\n        automaticFunctionCallingHistory;\n    }\n    return response!;\n  };\n\n  /**\n   * Makes an API request to generate content with a given model and yields the\n   * response in chunks.\n   *\n   * For the `model` parameter, supported formats for Vertex AI API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The full resource name starts with 'projects/', for example:\n   *  'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash'\n   * - The partial resource name with 'publishers/', for example:\n   *  'publishers/google/models/gemini-2.0-flash' or\n   *  'publishers/meta/models/llama-3.1-405b-instruct-maas'\n   * - `/` separated publisher and model name, for example:\n   * 'google/gemini-2.0-flash' or 'meta/llama-3.1-405b-instruct-maas'\n   *\n   * For the `model` parameter, supported formats for Gemini API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The model name starts with 'models/', for example:\n   *  'models/gemini-2.0-flash'\n   * - For tuned models, the model name starts with 'tunedModels/',\n   * for example:\n   *  'tunedModels/1234567890123456789'\n   *\n   * Some models support multimodal input and output.\n   *\n   * @param params - The parameters for generating content with streaming response.\n   * @return The response from generating content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContentStream({\n   *   model: 'gemini-2.0-flash',\n   *   contents: 'why is the sky blue?',\n   *   config: {\n   *     maxOutputTokens: 200,\n   *   }\n   * });\n   * for await (const chunk of response) {\n   *   console.log(chunk);\n   * }\n   * ```\n   */\n  generateContentStream = async (\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> => {\n    if (shouldDisableAfc(params.config)) {\n      const transformedParams = await this.processParamsForMcpUsage(params);\n      return await this.generateContentStreamInternal(transformedParams);\n    } else {\n      return await this.processAfcStream(params);\n    }\n  };\n\n  /**\n   * Transforms the CallableTools in the parameters to be simply Tools, it\n   * copies the params into a new object and replaces the tools, it does not\n   * modify the original params. Also sets the MCP usage header if there are\n   * MCP tools in the parameters.\n   */\n  private async processParamsForMcpUsage(\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentParameters> {\n    const tools = params.config?.tools;\n    if (!tools) {\n      return params;\n    }\n    const transformedTools = await Promise.all(\n      tools.map(async (tool) => {\n        if (isCallableTool(tool)) {\n          const callableTool = tool as types.CallableTool;\n          return await callableTool.tool();\n        }\n        return tool;\n      }),\n    );\n    const newParams: types.GenerateContentParameters = {\n      model: params.model,\n      contents: params.contents,\n      config: {\n        ...params.config,\n        tools: transformedTools,\n      },\n    };\n    newParams.config!.tools = transformedTools;\n\n    if (\n      params.config &&\n      params.config.tools &&\n      hasMcpToolUsage(params.config.tools)\n    ) {\n      const headers = params.config.httpOptions?.headers ?? {};\n      let newHeaders = {...headers};\n      if (Object.keys(newHeaders).length === 0) {\n        newHeaders = this.apiClient.getDefaultHeaders();\n      }\n      setMcpUsageHeader(newHeaders);\n      newParams.config!.httpOptions = {\n        ...params.config.httpOptions,\n        headers: newHeaders,\n      };\n    }\n    return newParams;\n  }\n\n  private async initAfcToolsMap(\n    params: types.GenerateContentParameters,\n  ): Promise<Map<string, types.CallableTool>> {\n    const afcTools: Map<string, types.CallableTool> = new Map();\n    for (const tool of params.config?.tools ?? []) {\n      if (isCallableTool(tool)) {\n        const callableTool = tool as types.CallableTool;\n        const toolDeclaration = await callableTool.tool();\n        for (const declaration of toolDeclaration.functionDeclarations ?? []) {\n          if (!declaration.name) {\n            throw new Error('Function declaration name is required.');\n          }\n          if (afcTools.has(declaration.name)) {\n            throw new Error(\n              `Duplicate tool declaration name: ${declaration.name}`,\n            );\n          }\n          afcTools.set(declaration.name, callableTool);\n        }\n      }\n    }\n    return afcTools;\n  }\n\n  private async processAfcStream(\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    const maxRemoteCalls =\n      params.config?.automaticFunctionCalling?.maximumRemoteCalls ??\n      DEFAULT_MAX_REMOTE_CALLS;\n    let wereFunctionsCalled = false;\n    let remoteCallCount = 0;\n    const afcToolsMap = await this.initAfcToolsMap(params);\n    return (async function* (\n      models: Models,\n      afcTools: Map<string, types.CallableTool>,\n      params: types.GenerateContentParameters,\n    ) {\n      while (remoteCallCount < maxRemoteCalls) {\n        if (wereFunctionsCalled) {\n          remoteCallCount++;\n          wereFunctionsCalled = false;\n        }\n        const transformedParams = await models.processParamsForMcpUsage(params);\n        const response =\n          await models.generateContentStreamInternal(transformedParams);\n\n        const functionResponses: types.Part[] = [];\n        const responseContents: types.Content[] = [];\n\n        for await (const chunk of response) {\n          yield chunk;\n          if (chunk.candidates && chunk.candidates[0]?.content) {\n            responseContents.push(chunk.candidates[0].content);\n            for (const part of chunk.candidates[0].content.parts ?? []) {\n              if (remoteCallCount < maxRemoteCalls && part.functionCall) {\n                if (!part.functionCall.name) {\n                  throw new Error(\n                    'Function call name was not returned by the model.',\n                  );\n                }\n                if (!afcTools.has(part.functionCall.name)) {\n                  throw new Error(\n                    `Automatic function calling was requested, but not all the tools the model used implement the CallableTool interface. Available tools: ${afcTools.keys()}, mising tool: ${\n                      part.functionCall.name\n                    }`,\n                  );\n                } else {\n                  const responseParts = await afcTools\n                    .get(part.functionCall.name)!\n                    .callTool([part.functionCall]);\n                  functionResponses.push(...responseParts);\n                }\n              }\n            }\n          }\n        }\n\n        if (functionResponses.length > 0) {\n          wereFunctionsCalled = true;\n          const typedResponseChunk = new types.GenerateContentResponse();\n          typedResponseChunk.candidates = [\n            {\n              content: {\n                role: 'user',\n                parts: functionResponses,\n              },\n            },\n          ];\n\n          yield typedResponseChunk;\n\n          const newContents: types.Content[] = [];\n          newContents.push(...responseContents);\n          newContents.push({\n            role: 'user',\n            parts: functionResponses,\n          });\n          const updatedContents = tContents(\n            models.apiClient,\n            params.contents,\n          ).concat(newContents);\n\n          params.contents = updatedContents;\n        } else {\n          break;\n        }\n      }\n    })(this, afcToolsMap, params);\n  }\n\n  /**\n   * Generates an image based on a text description and configuration.\n   *\n   * @param params - The parameters for generating images.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.generateImages({\n   *  model: 'imagen-3.0-generate-002',\n   *  prompt: 'Robot holding a red skateboard',\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  generateImages = async (\n    params: types.GenerateImagesParameters,\n  ): Promise<types.GenerateImagesResponse> => {\n    return await this.generateImagesInternal(params).then((apiResponse) => {\n      let positivePromptSafetyAttributes;\n      const generatedImages = [];\n\n      if (apiResponse?.generatedImages) {\n        for (const generatedImage of apiResponse.generatedImages) {\n          if (\n            generatedImage &&\n            generatedImage?.safetyAttributes &&\n            generatedImage?.safetyAttributes?.contentType === 'Positive Prompt'\n          ) {\n            positivePromptSafetyAttributes = generatedImage?.safetyAttributes;\n          } else {\n            generatedImages.push(generatedImage);\n          }\n        }\n      }\n      let response: types.GenerateImagesResponse;\n\n      if (positivePromptSafetyAttributes) {\n        response = {\n          generatedImages: generatedImages,\n          positivePromptSafetyAttributes: positivePromptSafetyAttributes,\n        };\n      } else {\n        response = {\n          generatedImages: generatedImages,\n        };\n      }\n      return response;\n    });\n  };\n\n  list = async (\n    params?: types.ListModelsParameters,\n  ): Promise<Pager<types.Model>> => {\n    const defaultConfig: types.ListModelsConfig = {\n      queryBase: true,\n    };\n    const actualConfig: types.ListModelsConfig = {\n      ...defaultConfig,\n      ...params?.config,\n    };\n    const actualParams: types.ListModelsParameters = {\n      config: actualConfig,\n    };\n\n    if (this.apiClient.isVertexAI()) {\n      if (!actualParams.config!.queryBase) {\n        if (actualParams.config?.filter) {\n          throw new Error(\n            'Filtering tuned models list for Vertex AI is not currently supported',\n          );\n        } else {\n          actualParams.config!.filter = 'labels.tune-type:*';\n        }\n      }\n    }\n\n    return new Pager<types.Model>(\n      PagedItem.PAGED_ITEM_MODELS,\n      (x: types.ListModelsParameters) => this.listInternal(x),\n      await this.listInternal(actualParams),\n      actualParams,\n    );\n  };\n\n  /**\n   * Edits an image based on a prompt, list of reference images, and configuration.\n   *\n   * @param params - The parameters for editing an image.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.editImage({\n   *  model: 'imagen-3.0-capability-001',\n   *  prompt: 'Generate an image containing a mug with the product logo [1] visible on the side of the mug.',\n   *  referenceImages: [subjectReferenceImage]\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  editImage = async (\n    params: types.EditImageParameters,\n  ): Promise<types.EditImageResponse> => {\n    const paramsInternal: _internal_types.EditImageParametersInternal = {\n      model: params.model,\n      prompt: params.prompt,\n      referenceImages: [],\n      config: params.config,\n    };\n    if (params.referenceImages) {\n      if (params.referenceImages) {\n        paramsInternal.referenceImages = params.referenceImages.map((img) =>\n          img.toReferenceImageAPI(),\n        );\n      }\n    }\n    return await this.editImageInternal(paramsInternal);\n  };\n\n  /**\n   * Upscales an image based on an image, upscale factor, and configuration.\n   * Only supported in Vertex AI currently.\n   *\n   * @param params - The parameters for upscaling an image.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.upscaleImage({\n   *  model: 'imagen-3.0-generate-002',\n   *  image: image,\n   *  upscaleFactor: 'x2',\n   *  config: {\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  upscaleImage = async (\n    params: types.UpscaleImageParameters,\n  ): Promise<types.UpscaleImageResponse> => {\n    let apiConfig: _internal_types.UpscaleImageAPIConfigInternal = {\n      numberOfImages: 1,\n      mode: 'upscale',\n    };\n\n    if (params.config) {\n      apiConfig = {...apiConfig, ...params.config};\n    }\n\n    const apiParams: _internal_types.UpscaleImageAPIParametersInternal = {\n      model: params.model,\n      image: params.image,\n      upscaleFactor: params.upscaleFactor,\n      config: apiConfig,\n    };\n    return await this.upscaleImageInternal(apiParams);\n  };\n\n  private async generateContentInternal(\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentResponse> {\n    let response: Promise<types.GenerateContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:generateContent',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateContentResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.generateContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:generateContent',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateContentResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async generateContentStreamInternal(\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    let response: Promise<AsyncGenerator<types.HttpResponse>>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:streamGenerateContent?alt=sse',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      const apiClient = this.apiClient;\n      response = apiClient.requestStream({\n        path: path,\n        queryParams: queryParams,\n        body: JSON.stringify(body),\n        httpMethod: 'POST',\n        httpOptions: params.config?.httpOptions,\n        abortSignal: params.config?.abortSignal,\n      }) as Promise<AsyncGenerator<types.HttpResponse>>;\n\n      return response.then(async function* (\n        apiResponse: AsyncGenerator<types.HttpResponse>,\n      ) {\n        for await (const chunk of apiResponse) {\n          const resp = converters.generateContentResponseFromVertex(\n            apiClient,\n            (await chunk.json()) as types.GenerateContentResponse,\n          );\n          const typedResp = new types.GenerateContentResponse();\n          Object.assign(typedResp, resp);\n          yield typedResp;\n        }\n      });\n    } else {\n      const body = converters.generateContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:streamGenerateContent?alt=sse',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      const apiClient = this.apiClient;\n      response = apiClient.requestStream({\n        path: path,\n        queryParams: queryParams,\n        body: JSON.stringify(body),\n        httpMethod: 'POST',\n        httpOptions: params.config?.httpOptions,\n        abortSignal: params.config?.abortSignal,\n      }) as Promise<AsyncGenerator<types.HttpResponse>>;\n\n      return response.then(async function* (\n        apiResponse: AsyncGenerator<types.HttpResponse>,\n      ) {\n        for await (const chunk of apiResponse) {\n          const resp = converters.generateContentResponseFromMldev(\n            apiClient,\n            (await chunk.json()) as types.GenerateContentResponse,\n          );\n          const typedResp = new types.GenerateContentResponse();\n          Object.assign(typedResp, resp);\n          yield typedResp;\n        }\n      });\n    }\n  }\n\n  /**\n   * Calculates embeddings for the given contents. Only text is supported.\n   *\n   * @param params - The parameters for embedding contents.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.embedContent({\n   *  model: 'text-embedding-004',\n   *  contents: [\n   *    'What is your name?',\n   *    'What is your favorite color?',\n   *  ],\n   *  config: {\n   *    outputDimensionality: 64,\n   *  },\n   * });\n   * console.log(response);\n   * ```\n   */\n  async embedContent(\n    params: types.EmbedContentParameters,\n  ): Promise<types.EmbedContentResponse> {\n    let response: Promise<types.EmbedContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.embedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EmbedContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.embedContentResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EmbedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.embedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:batchEmbedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EmbedContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.embedContentResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EmbedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Generates an image based on a text description and configuration.\n   *\n   * @param params - The parameters for generating images.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateImages({\n   *  model: 'imagen-3.0-generate-002',\n   *  prompt: 'Robot holding a red skateboard',\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  private async generateImagesInternal(\n    params: types.GenerateImagesParameters,\n  ): Promise<types.GenerateImagesResponse> {\n    let response: Promise<types.GenerateImagesResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateImagesParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateImagesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateImagesResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateImagesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.generateImagesParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateImagesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateImagesResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateImagesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async editImageInternal(\n    params: _internal_types.EditImageParametersInternal,\n  ): Promise<types.EditImageResponse> {\n    let response: Promise<types.EditImageResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.editImageParametersInternalToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EditImageResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.editImageResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EditImageResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  private async upscaleImageInternal(\n    params: _internal_types.UpscaleImageAPIParametersInternal,\n  ): Promise<types.UpscaleImageResponse> {\n    let response: Promise<types.UpscaleImageResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.upscaleImageAPIParametersInternalToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.UpscaleImageResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.upscaleImageResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.UpscaleImageResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  /**\n   * Fetches information about a model by name.\n   *\n   * @example\n   * ```ts\n   * const modelInfo = await ai.models.get({model: 'gemini-2.0-flash'});\n   * ```\n   */\n  async get(params: types.GetModelParameters): Promise<types.Model> {\n    let response: Promise<types.Model>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromVertex(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    } else {\n      const body = converters.getModelParametersToMldev(this.apiClient, params);\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListModelsParameters,\n  ): Promise<types.ListModelsResponse> {\n    let response: Promise<types.ListModelsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listModelsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{models_url}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListModelsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listModelsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListModelsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listModelsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{models_url}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListModelsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listModelsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListModelsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Updates a tuned model by its name.\n   *\n   * @param params - The parameters for updating the model.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.update({\n   *   model: 'tuned-model-name',\n   *   config: {\n   *     displayName: 'New display name',\n   *     description: 'New description',\n   *   },\n   * });\n   * ```\n   */\n  async update(params: types.UpdateModelParameters): Promise<types.Model> {\n    let response: Promise<types.Model>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.updateModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromVertex(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    } else {\n      const body = converters.updateModelParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    }\n  }\n\n  /**\n   * Deletes a tuned model by its name.\n   *\n   * @param params - The parameters for deleting the model.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.delete({model: 'tuned-model-name'});\n   * ```\n   */\n  async delete(\n    params: types.DeleteModelParameters,\n  ): Promise<types.DeleteModelResponse> {\n    let response: Promise<types.DeleteModelResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.deleteModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteModelResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteModelResponseFromVertex();\n        const typedResp = new types.DeleteModelResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.deleteModelParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteModelResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteModelResponseFromMldev();\n        const typedResp = new types.DeleteModelResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Counts the number of tokens in the given contents. Multimodal input is\n   * supported for Gemini models.\n   *\n   * @param params - The parameters for counting tokens.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.countTokens({\n   *  model: 'gemini-2.0-flash',\n   *  contents: 'The quick brown fox jumps over the lazy dog.'\n   * });\n   * console.log(response);\n   * ```\n   */\n  async countTokens(\n    params: types.CountTokensParameters,\n  ): Promise<types.CountTokensResponse> {\n    let response: Promise<types.CountTokensResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.countTokensParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:countTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CountTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.countTokensResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.CountTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.countTokensParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:countTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CountTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.countTokensResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.CountTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Given a list of contents, returns a corresponding TokensInfo containing\n   * the list of tokens and list of token ids.\n   *\n   * This method is not supported by the Gemini Developer API.\n   *\n   * @param params - The parameters for computing tokens.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.computeTokens({\n   *  model: 'gemini-2.0-flash',\n   *  contents: 'What is your name?'\n   * });\n   * console.log(response);\n   * ```\n   */\n  async computeTokens(\n    params: types.ComputeTokensParameters,\n  ): Promise<types.ComputeTokensResponse> {\n    let response: Promise<types.ComputeTokensResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.computeTokensParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:computeTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ComputeTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.computeTokensResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ComputeTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  /**\n   *  Generates videos based on a text description and configuration.\n   *\n   * @param params - The parameters for generating videos.\n   * @return A Promise<GenerateVideosOperation> which allows you to track the progress and eventually retrieve the generated videos using the operations.get method.\n   *\n   * @example\n   * ```ts\n   * const operation = await ai.models.generateVideos({\n   *  model: 'veo-2.0-generate-001',\n   *  prompt: 'A neon hologram of a cat driving at top speed',\n   *  config: {\n   *    numberOfVideos: 1\n   * });\n   *\n   * while (!operation.done) {\n   *   await new Promise(resolve => setTimeout(resolve, 10000));\n   *   operation = await ai.operations.getVideosOperation({operation: operation});\n   * }\n   *\n   * console.log(operation.response?.generatedVideos?.[0]?.video?.uri);\n   * ```\n   */\n\n  async generateVideos(\n    params: types.GenerateVideosParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateVideosParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predictLongRunning',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      const body = converters.generateVideosParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predictLongRunning',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function getOperationParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'operationName'],\n      fromOperationName,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function getOperationParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'operationName'],\n      fromOperationName,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function fetchPredictOperationParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FetchPredictOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(toObject, ['operationName'], fromOperationName);\n  }\n\n  const fromResourceName = common.getValueByPath(fromObject, ['resourceName']);\n  if (fromResourceName != null) {\n    common.setValueByPath(toObject, ['_url', 'resourceName'], fromResourceName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function videoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['video', 'uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'video',\n    'encodedVideo',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['encoding']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromMldev(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, [\n    'generatedSamples',\n  ]);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, [\n    'response',\n    'generateVideoResponse',\n  ]);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromMldev(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromVertex(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, ['videos']);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromVertex(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_operations_converters.js';\nimport * as types from './types.js';\n\nexport class Operations extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Gets the status of a long-running operation.\n   *\n   * @param parameters The parameters for the get operation request.\n   * @return The updated Operation object, with the latest status or result.\n   */\n  async getVideosOperation(\n    parameters: types.OperationGetParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    const operation = parameters.operation;\n    const config = parameters.config;\n\n    if (operation.name === undefined || operation.name === '') {\n      throw new Error('Operation name is required.');\n    }\n\n    if (this.apiClient.isVertexAI()) {\n      const resourceName = operation.name.split('/operations/')[0];\n      let httpOptions: types.HttpOptions | undefined = undefined;\n\n      if (config && 'httpOptions' in config) {\n        httpOptions = config.httpOptions;\n      }\n\n      return this.fetchPredictVideosOperationInternal({\n        operationName: operation.name,\n        resourceName: resourceName,\n        config: {httpOptions: httpOptions},\n      });\n    } else {\n      return this.getVideosOperationInternal({\n        operationName: operation.name,\n        config: config,\n      });\n    }\n  }\n\n  private async getVideosOperationInternal(\n    params: types.GetOperationParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getOperationParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{operationName}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      const body = converters.getOperationParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{operationName}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    }\n  }\n\n  private async fetchPredictVideosOperationInternal(\n    params: types.FetchPredictOperationParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.fetchPredictOperationParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{resourceName}:fetchPredictOperation',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function getTuningJobParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['_url', 'name'], fromName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listTuningJobsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tuningExampleToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningExample,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTextInput = common.getValueByPath(fromObject, ['textInput']);\n  if (fromTextInput != null) {\n    common.setValueByPath(toObject, ['textInput'], fromTextInput);\n  }\n\n  const fromOutput = common.getValueByPath(fromObject, ['output']);\n  if (fromOutput != null) {\n    common.setValueByPath(toObject, ['output'], fromOutput);\n  }\n\n  return toObject;\n}\n\nexport function tuningDatasetToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  const fromExamples = common.getValueByPath(fromObject, ['examples']);\n  if (fromExamples != null) {\n    let transformedList = fromExamples;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningExampleToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['examples', 'examples'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function tuningValidationDatasetToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningValidationDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['validationDataset']) !== undefined) {\n    throw new Error(\n      'validationDataset parameter is not supported in Gemini API.',\n    );\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (parentObject !== undefined && fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['displayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['description']) !== undefined) {\n    throw new Error('description parameter is not supported in Gemini API.');\n  }\n\n  const fromEpochCount = common.getValueByPath(fromObject, ['epochCount']);\n  if (parentObject !== undefined && fromEpochCount != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'epochCount'],\n      fromEpochCount,\n    );\n  }\n\n  const fromLearningRateMultiplier = common.getValueByPath(fromObject, [\n    'learningRateMultiplier',\n  ]);\n  if (fromLearningRateMultiplier != null) {\n    common.setValueByPath(\n      toObject,\n      ['tuningTask', 'hyperparameters', 'learningRateMultiplier'],\n      fromLearningRateMultiplier,\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['exportLastCheckpointOnly']) !==\n    undefined\n  ) {\n    throw new Error(\n      'exportLastCheckpointOnly parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['adapterSize']) !== undefined) {\n    throw new Error('adapterSize parameter is not supported in Gemini API.');\n  }\n\n  const fromBatchSize = common.getValueByPath(fromObject, ['batchSize']);\n  if (parentObject !== undefined && fromBatchSize != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'batchSize'],\n      fromBatchSize,\n    );\n  }\n\n  const fromLearningRate = common.getValueByPath(fromObject, ['learningRate']);\n  if (parentObject !== undefined && fromLearningRate != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'learningRate'],\n      fromLearningRate,\n    );\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTrainingDataset = common.getValueByPath(fromObject, [\n    'trainingDataset',\n  ]);\n  if (fromTrainingDataset != null) {\n    common.setValueByPath(\n      toObject,\n      ['tuningTask', 'trainingData'],\n      tuningDatasetToMldev(apiClient, fromTrainingDataset),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createTuningJobConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getTuningJobParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['_url', 'name'], fromName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listTuningJobsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tuningExampleToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningExample,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['textInput']) !== undefined) {\n    throw new Error('textInput parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['output']) !== undefined) {\n    throw new Error('output parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function tuningDatasetToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningDataset,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (parentObject !== undefined && fromGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'trainingDatasetUri'],\n      fromGcsUri,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['examples']) !== undefined) {\n    throw new Error('examples parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function tuningValidationDatasetToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningValidationDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['validationDatasetUri'], fromGcsUri);\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValidationDataset = common.getValueByPath(fromObject, [\n    'validationDataset',\n  ]);\n  if (parentObject !== undefined && fromValidationDataset != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec'],\n      tuningValidationDatasetToVertex(apiClient, fromValidationDataset),\n    );\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (parentObject !== undefined && fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromEpochCount = common.getValueByPath(fromObject, ['epochCount']);\n  if (parentObject !== undefined && fromEpochCount != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'epochCount'],\n      fromEpochCount,\n    );\n  }\n\n  const fromLearningRateMultiplier = common.getValueByPath(fromObject, [\n    'learningRateMultiplier',\n  ]);\n  if (parentObject !== undefined && fromLearningRateMultiplier != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'learningRateMultiplier'],\n      fromLearningRateMultiplier,\n    );\n  }\n\n  const fromExportLastCheckpointOnly = common.getValueByPath(fromObject, [\n    'exportLastCheckpointOnly',\n  ]);\n  if (parentObject !== undefined && fromExportLastCheckpointOnly != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'exportLastCheckpointOnly'],\n      fromExportLastCheckpointOnly,\n    );\n  }\n\n  const fromAdapterSize = common.getValueByPath(fromObject, ['adapterSize']);\n  if (parentObject !== undefined && fromAdapterSize != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'adapterSize'],\n      fromAdapterSize,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['batchSize']) !== undefined) {\n    throw new Error('batchSize parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['learningRate']) !== undefined) {\n    throw new Error('learningRate parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTrainingDataset = common.getValueByPath(fromObject, [\n    'trainingDataset',\n  ]);\n  if (fromTrainingDataset != null) {\n    common.setValueByPath(\n      toObject,\n      ['supervisedTuningSpec', 'trainingDatasetUri'],\n      tuningDatasetToVertex(apiClient, fromTrainingDataset, toObject),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createTuningJobConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tunedModelCheckpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function tunedModelFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TunedModel,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['name']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['name']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  return toObject;\n}\n\nexport function tuningJobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningJob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(\n      toObject,\n      ['state'],\n      t.tTuningJobStatus(apiClient, fromState),\n    );\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromStartTime = common.getValueByPath(fromObject, [\n    'tuningTask',\n    'startTime',\n  ]);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, [\n    'tuningTask',\n    'completeTime',\n  ]);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTunedModel = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModel'],\n      tunedModelFromMldev(apiClient, fromTunedModel),\n    );\n  }\n\n  const fromDistillationSpec = common.getValueByPath(fromObject, [\n    'distillationSpec',\n  ]);\n  if (fromDistillationSpec != null) {\n    common.setValueByPath(toObject, ['distillationSpec'], fromDistillationSpec);\n  }\n\n  const fromExperiment = common.getValueByPath(fromObject, ['experiment']);\n  if (fromExperiment != null) {\n    common.setValueByPath(toObject, ['experiment'], fromExperiment);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromPipelineJob = common.getValueByPath(fromObject, ['pipelineJob']);\n  if (fromPipelineJob != null) {\n    common.setValueByPath(toObject, ['pipelineJob'], fromPipelineJob);\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromTuningJobs = common.getValueByPath(fromObject, ['tunedModels']);\n  if (fromTuningJobs != null) {\n    let transformedList = fromTuningJobs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningJobFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['tuningJobs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function operationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Operation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelCheckpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelCheckpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCheckpointId = common.getValueByPath(fromObject, ['checkpointId']);\n  if (fromCheckpointId != null) {\n    common.setValueByPath(toObject, ['checkpointId'], fromCheckpointId);\n  }\n\n  const fromEpoch = common.getValueByPath(fromObject, ['epoch']);\n  if (fromEpoch != null) {\n    common.setValueByPath(toObject, ['epoch'], fromEpoch);\n  }\n\n  const fromStep = common.getValueByPath(fromObject, ['step']);\n  if (fromStep != null) {\n    common.setValueByPath(toObject, ['step'], fromStep);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModel,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  const fromCheckpoints = common.getValueByPath(fromObject, ['checkpoints']);\n  if (fromCheckpoints != null) {\n    let transformedList = fromCheckpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tunedModelCheckpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['checkpoints'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function tuningJobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningJob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(\n      toObject,\n      ['state'],\n      t.tTuningJobStatus(apiClient, fromState),\n    );\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTunedModel = common.getValueByPath(fromObject, ['tunedModel']);\n  if (fromTunedModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModel'],\n      tunedModelFromVertex(apiClient, fromTunedModel),\n    );\n  }\n\n  const fromSupervisedTuningSpec = common.getValueByPath(fromObject, [\n    'supervisedTuningSpec',\n  ]);\n  if (fromSupervisedTuningSpec != null) {\n    common.setValueByPath(\n      toObject,\n      ['supervisedTuningSpec'],\n      fromSupervisedTuningSpec,\n    );\n  }\n\n  const fromTuningDataStats = common.getValueByPath(fromObject, [\n    'tuningDataStats',\n  ]);\n  if (fromTuningDataStats != null) {\n    common.setValueByPath(toObject, ['tuningDataStats'], fromTuningDataStats);\n  }\n\n  const fromEncryptionSpec = common.getValueByPath(fromObject, [\n    'encryptionSpec',\n  ]);\n  if (fromEncryptionSpec != null) {\n    common.setValueByPath(toObject, ['encryptionSpec'], fromEncryptionSpec);\n  }\n\n  const fromPartnerModelTuningSpec = common.getValueByPath(fromObject, [\n    'partnerModelTuningSpec',\n  ]);\n  if (fromPartnerModelTuningSpec != null) {\n    common.setValueByPath(\n      toObject,\n      ['partnerModelTuningSpec'],\n      fromPartnerModelTuningSpec,\n    );\n  }\n\n  const fromDistillationSpec = common.getValueByPath(fromObject, [\n    'distillationSpec',\n  ]);\n  if (fromDistillationSpec != null) {\n    common.setValueByPath(toObject, ['distillationSpec'], fromDistillationSpec);\n  }\n\n  const fromExperiment = common.getValueByPath(fromObject, ['experiment']);\n  if (fromExperiment != null) {\n    common.setValueByPath(toObject, ['experiment'], fromExperiment);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromPipelineJob = common.getValueByPath(fromObject, ['pipelineJob']);\n  if (fromPipelineJob != null) {\n    common.setValueByPath(toObject, ['pipelineJob'], fromPipelineJob);\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromTuningJobs = common.getValueByPath(fromObject, ['tuningJobs']);\n  if (fromTuningJobs != null) {\n    let transformedList = fromTuningJobs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningJobFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['tuningJobs'], transformedList);\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_tunings_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Tunings extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Gets a TuningJob.\n   *\n   * @param name - The resource name of the tuning job.\n   * @return - A TuningJob object.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  get = async (\n    params: types.GetTuningJobParameters,\n  ): Promise<types.TuningJob> => {\n    return await this.getInternal(params);\n  };\n\n  /**\n   * Lists tuning jobs.\n   *\n   * @param config - The configuration for the list request.\n   * @return - A list of tuning jobs.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  list = async (\n    params: types.ListTuningJobsParameters = {},\n  ): Promise<Pager<types.TuningJob>> => {\n    return new Pager<types.TuningJob>(\n      PagedItem.PAGED_ITEM_TUNING_JOBS,\n      (x: types.ListTuningJobsParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Creates a supervised fine-tuning job.\n   *\n   * @param params - The parameters for the tuning job.\n   * @return - A TuningJob operation.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  tune = async (\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.TuningJob> => {\n    if (this.apiClient.isVertexAI()) {\n      return await this.tuneInternal(params);\n    } else {\n      const operation = await this.tuneMldevInternal(params);\n      let tunedModelName = '';\n      if (\n        operation['metadata'] !== undefined &&\n        operation['metadata']['tunedModel'] !== undefined\n      ) {\n        tunedModelName = operation['metadata']['tunedModel'] as string;\n      } else if (\n        operation['name'] !== undefined &&\n        operation['name'].includes('/operations/')\n      ) {\n        tunedModelName = operation['name'].split('/operations/')[0];\n      }\n      const tuningJob: types.TuningJob = {\n        name: tunedModelName,\n        state: types.JobState.JOB_STATE_QUEUED,\n      };\n\n      return tuningJob;\n    }\n  };\n\n  private async getInternal(\n    params: types.GetTuningJobParameters,\n  ): Promise<types.TuningJob> {\n    let response: Promise<types.TuningJob>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getTuningJobParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.TuningJob;\n      });\n    } else {\n      const body = converters.getTuningJobParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.TuningJob;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListTuningJobsParameters,\n  ): Promise<types.ListTuningJobsResponse> {\n    let response: Promise<types.ListTuningJobsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listTuningJobsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tuningJobs',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListTuningJobsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listTuningJobsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListTuningJobsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listTuningJobsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tunedModels',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListTuningJobsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listTuningJobsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListTuningJobsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async tuneInternal(\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.TuningJob> {\n    let response: Promise<types.TuningJob>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.createTuningJobParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tuningJobs',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.TuningJob;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  private async tuneMldevInternal(\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.Operation> {\n    let response: Promise<types.Operation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.createTuningJobParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tunedModels',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Operation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.operationFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Operation;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {ApiClient} from '../_api_client.js';\nimport {Downloader} from '../_downloader.js';\nimport {DownloadFileParameters} from '../types.js';\n\nexport class BrowserDownloader implements Downloader {\n  async download(\n    _params: DownloadFileParameters,\n    _apiClient: ApiClient,\n  ): Promise<void> {\n    throw new Error(\n      'Download to file is not supported in the browser, please use a browser compliant download like an <a> tag.',\n    );\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\nimport {ApiClient} from '../_api_client.js';\nimport {FileStat, Uploader} from '../_uploader.js';\nimport {File, HttpResponse} from '../types.js';\n\nimport {crossError} from './_cross_error.js';\n\nexport const MAX_CHUNK_SIZE = 1024 * 1024 * 8; // bytes\nexport const MAX_RETRY_COUNT = 3;\nexport const INITIAL_RETRY_DELAY_MS = 1000;\nexport const DELAY_MULTIPLIER = 2;\nexport const X_GOOG_UPLOAD_STATUS_HEADER_FIELD = 'x-goog-upload-status';\n\nexport class CrossUploader implements Uploader {\n  async upload(\n    file: string | Blob,\n    uploadUrl: string,\n    apiClient: ApiClient,\n  ): Promise<File> {\n    if (typeof file === 'string') {\n      throw crossError();\n    } else {\n      return uploadBlob(file, uploadUrl, apiClient);\n    }\n  }\n\n  async stat(file: string | Blob): Promise<FileStat> {\n    if (typeof file === 'string') {\n      throw crossError();\n    } else {\n      return getBlobStat(file);\n    }\n  }\n}\n\nexport async function uploadBlob(\n  file: Blob,\n  uploadUrl: string,\n  apiClient: ApiClient,\n): Promise<File> {\n  let fileSize = 0;\n  let offset = 0;\n  let response: HttpResponse = new HttpResponse(new Response());\n  let uploadCommand = 'upload';\n  fileSize = file.size;\n  while (offset < fileSize) {\n    const chunkSize = Math.min(MAX_CHUNK_SIZE, fileSize - offset);\n    const chunk = file.slice(offset, offset + chunkSize);\n    if (offset + chunkSize >= fileSize) {\n      uploadCommand += ', finalize';\n    }\n    let retryCount = 0;\n    let currentDelayMs = INITIAL_RETRY_DELAY_MS;\n    while (retryCount < MAX_RETRY_COUNT) {\n      response = await apiClient.request({\n        path: '',\n        body: chunk,\n        httpMethod: 'POST',\n        httpOptions: {\n          apiVersion: '',\n          baseUrl: uploadUrl,\n          headers: {\n            'X-Goog-Upload-Command': uploadCommand,\n            'X-Goog-Upload-Offset': String(offset),\n            'Content-Length': String(chunkSize),\n          },\n        },\n      });\n      if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD]) {\n        break;\n      }\n      retryCount++;\n      await sleep(currentDelayMs);\n      currentDelayMs = currentDelayMs * DELAY_MULTIPLIER;\n    }\n    offset += chunkSize;\n    // The `x-goog-upload-status` header field can be `active`, `final` and\n    //`cancelled` in resposne.\n    if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD] !== 'active') {\n      break;\n    }\n    // TODO(b/401391430) Investigate why the upload status is not finalized\n    // even though all content has been uploaded.\n    if (fileSize <= offset) {\n      throw new Error(\n        'All content has been uploaded, but the upload status is not finalized.',\n      );\n    }\n  }\n  const responseJson = (await response?.json()) as Record<\n    string,\n    File | unknown\n  >;\n  if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD] !== 'final') {\n    throw new Error('Failed to upload file: Upload status is not finalized.');\n  }\n  return responseJson['file'] as File;\n}\n\nexport async function getBlobStat(file: Blob): Promise<FileStat> {\n  const fileStat: FileStat = {size: file.size, type: file.type};\n  return fileStat;\n}\n\nexport function sleep(ms: number): Promise<void> {\n  return new Promise((resolvePromise) => setTimeout(resolvePromise, ms));\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\nimport {ApiClient} from '../_api_client.js';\nimport {FileStat, Uploader} from '../_uploader.js';\nimport {getBlobStat, uploadBlob} from '../cross/_cross_uploader.js';\nimport {File} from '../types.js';\n\nexport class BrowserUploader implements Uploader {\n  async upload(\n    file: string | Blob,\n    uploadUrl: string,\n    apiClient: ApiClient,\n  ): Promise<File> {\n    if (typeof file === 'string') {\n      throw new Error('File path is not supported in browser uploader.');\n    }\n\n    return await uploadBlob(file, uploadUrl, apiClient);\n  }\n\n  async stat(file: string | Blob): Promise<FileStat> {\n    if (typeof file === 'string') {\n      throw new Error('File path is not supported in browser uploader.');\n    } else {\n      return await getBlobStat(file);\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {\n  WebSocketCallbacks,\n  WebSocketFactory,\n  WebSocket as Ws,\n} from '../_websocket.js';\n\n// TODO((b/401271082): re-enable lint once BrowserWebSocketFactory is\n// implemented.\n/*  eslint-disable @typescript-eslint/no-unused-vars */\nexport class BrowserWebSocketFactory implements WebSocketFactory {\n  create(\n    url: string,\n    headers: Record<string, string>,\n    callbacks: WebSocketCallbacks,\n  ): Ws {\n    return new BrowserWebSocket(url, headers, callbacks);\n  }\n}\n\nexport class BrowserWebSocket implements Ws {\n  private ws?: WebSocket;\n\n  constructor(\n    private readonly url: string,\n    private readonly headers: Record<string, string>,\n    private readonly callbacks: WebSocketCallbacks,\n  ) {}\n\n  connect(): void {\n    this.ws = new WebSocket(this.url);\n\n    this.ws.onopen = this.callbacks.onopen;\n    this.ws.onerror = this.callbacks.onerror;\n    this.ws.onclose = this.callbacks.onclose;\n    this.ws.onmessage = this.callbacks.onmessage;\n  }\n\n  send(message: string) {\n    if (this.ws === undefined) {\n      throw new Error('WebSocket is not connected');\n    }\n\n    this.ws.send(message);\n  }\n\n  close() {\n    if (this.ws === undefined) {\n      throw new Error('WebSocket is not connected');\n    }\n\n    this.ws.close();\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Auth} from '../_auth.js';\n\nexport const GOOGLE_API_KEY_HEADER = 'x-goog-api-key';\n// TODO(b/395122533): We need a secure client side authentication mechanism.\nexport class WebAuth implements Auth {\n  constructor(private readonly apiKey: string) {}\n\n  async addAuthHeaders(headers: Headers): Promise<void> {\n    if (headers.get(GOOGLE_API_KEY_HEADER) !== null) {\n      return;\n    }\n    headers.append(GOOGLE_API_KEY_HEADER, this.apiKey);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {ApiClient} from '../_api_client.js';\nimport {getBaseUrl} from '../_base_url.js';\nimport {Caches} from '../caches.js';\nimport {Chats} from '../chats.js';\nimport {GoogleGenAIOptions} from '../client.js';\nimport {Files} from '../files.js';\nimport {Live} from '../live.js';\nimport {Models} from '../models.js';\nimport {Operations} from '../operations.js';\nimport {Tunings} from '../tunings.js';\n\nimport {BrowserDownloader} from './_browser_downloader.js';\nimport {BrowserUploader} from './_browser_uploader.js';\nimport {BrowserWebSocketFactory} from './_browser_websocket.js';\nimport {WebAuth} from './_web_auth.js';\n\nconst LANGUAGE_LABEL_PREFIX = 'gl-node/';\n\n/**\n * The Google GenAI SDK.\n *\n * @remarks\n * Provides access to the GenAI features through either the {@link\n * https://cloud.google.com/vertex-ai/docs/reference/rest | Gemini API} or\n * the {@link https://cloud.google.com/vertex-ai/docs/reference/rest | Vertex AI\n * API}.\n *\n * The {@link GoogleGenAIOptions.vertexai} value determines which of the API\n * services to use.\n *\n * When using the Gemini API, a {@link GoogleGenAIOptions.apiKey} must also be\n * set. When using Vertex AI, currently only {@link GoogleGenAIOptions.apiKey}\n * is supported via Express mode. {@link GoogleGenAIOptions.project} and {@link\n * GoogleGenAIOptions.location} should not be set.\n *\n * @example\n * Initializing the SDK for using the Gemini API:\n * ```ts\n * import {GoogleGenAI} from '@google/genai';\n * const ai = new GoogleGenAI({apiKey: 'GEMINI_API_KEY'});\n * ```\n *\n * @example\n * Initializing the SDK for using the Vertex AI API:\n * ```ts\n * import {GoogleGenAI} from '@google/genai';\n * const ai = new GoogleGenAI({\n *   vertexai: true,\n *   project: 'PROJECT_ID',\n *   location: 'PROJECT_LOCATION'\n * });\n * ```\n *\n */\nexport class GoogleGenAI {\n  protected readonly apiClient: ApiClient;\n  private readonly apiKey?: string;\n  public readonly vertexai: boolean;\n  private readonly apiVersion?: string;\n  readonly models: Models;\n  readonly live: Live;\n  readonly chats: Chats;\n  readonly caches: Caches;\n  readonly files: Files;\n  readonly operations: Operations;\n  readonly tunings: Tunings;\n\n  constructor(options: GoogleGenAIOptions) {\n    if (options.apiKey == null) {\n      throw new Error('An API Key must be set when running in a browser');\n    }\n    // Web client only supports API key mode for Vertex AI.\n    if (options.project || options.location) {\n      throw new Error(\n        'Vertex AI project based authentication is not supported on browser runtimes. Please do not provide a project or location.',\n      );\n    }\n    this.vertexai = options.vertexai ?? false;\n\n    this.apiKey = options.apiKey;\n\n    const baseUrl = getBaseUrl(\n      options,\n      /*vertexBaseUrlFromEnv*/ undefined,\n      /*geminiBaseUrlFromEnv*/ undefined,\n    );\n    if (baseUrl) {\n      if (options.httpOptions) {\n        options.httpOptions.baseUrl = baseUrl;\n      } else {\n        options.httpOptions = {baseUrl: baseUrl};\n      }\n    }\n\n    this.apiVersion = options.apiVersion;\n    const auth = new WebAuth(this.apiKey);\n    this.apiClient = new ApiClient({\n      auth: auth,\n      apiVersion: this.apiVersion,\n      apiKey: this.apiKey,\n      vertexai: this.vertexai,\n      httpOptions: options.httpOptions,\n      userAgentExtra: LANGUAGE_LABEL_PREFIX + 'web',\n      uploader: new BrowserUploader(),\n      downloader: new BrowserDownloader(),\n    });\n    this.models = new Models(this.apiClient);\n    this.live = new Live(this.apiClient, auth, new BrowserWebSocketFactory());\n    this.chats = new Chats(this.models, this.apiClient);\n    this.caches = new Caches(this.apiClient);\n    this.files = new Files(this.apiClient);\n    this.operations = new Operations(this.apiClient);\n    this.tunings = new Tunings(this.apiClient);\n  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If the\n * base URLs are set after initializing the SDK, the base URLs will not be\n * updated. Base URLs provided in the HttpOptions will also take precedence over\n * URLs set here.\n *\n * @example\n * ```ts\n * import {GoogleGenAI, setDefaultBaseUrls} from '@google/genai';\n * // Override the base URL for the Gemini API.\n * setDefaultBaseUrls({geminiUrl:'https://gemini.google.com'});\n *\n * // Override the base URL for the Vertex AI API.\n * setDefaultBaseUrls({vertexUrl: 'https://vertexai.googleapis.com'});\n *\n * const ai = new GoogleGenAI({apiKey: 'GEMINI_API_KEY'});\n * ```\n */\nexport function setDefaultBaseUrls(baseUrlParams: BaseUrlParameters) {\n  _defaultBaseGeminiUrl = baseUrlParams.geminiUrl;\n  _defaultBaseVertexUrl = baseUrlParams.vertexUrl;\n}\n\n/**\n * Returns the default base URLs for the Gemini API and Vertex AI API.\n */\nexport function getDefaultBaseUrls(): BaseUrlParameters {\n  return {\n    geminiUrl: _defaultBaseGeminiUrl,\n    vertexUrl: _defaultBaseVertexUrl,\n  };\n}\n\n/**\n * Returns the default base URL based on the following priority:\n *   1. Base URLs set via HttpOptions.\n *   2. Base URLs set via the latest call to setDefaultBaseUrls.\n *   3. Base URLs set via environment variables.\n */\nexport function getBaseUrl(\n  options: GoogleGenAIOptions,\n  vertexBaseUrlFromEnv: string | undefined,\n  geminiBaseUrlFromEnv: string | undefined,\n): string | undefined {\n  if (!options.httpOptions?.baseUrl) {\n    const defaultBaseUrls = getDefaultBaseUrls();\n    if (options.vertexai) {\n      return defaultBaseUrls.vertexUrl ?? vertexBaseUrlFromEnv;\n    } else {\n      return defaultBaseUrls.geminiUrl ?? geminiBaseUrlFromEnv;\n    }\n  }\n\n  return options.httpOptions.baseUrl;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nexport class BaseModule {}\n\nexport function formatMap(\n  templateString: string,\n  valueMap: Record<string, unknown>,\n): string {\n  // Use a regular expression to find all placeholders in the template string\n  const regex = /\\{([^}]+)\\}/g;\n\n  // Replace each placeholder with its corresponding value from the valueMap\n  return templateString.replace(regex, (match, key) => {\n    if (Object.prototype.hasOwnProperty.call(valueMap, key)) {\n      const value = valueMap[key];\n      // Convert the value to a string if it's not a string already\n      return value !== undefined && value !== null ? String(value) : '';\n    } else {\n      // Handle missing keys\n      throw new Error(`Key '${key}' not found in valueMap.`);\n    }\n  });\n}\n\nexport function setValueByPath(\n  data: Record<string, unknown>,\n  keys: string[],\n  value: unknown,\n): void {\n  for (let i = 0; i < keys.length - 1; i++) {\n    const key = keys[i];\n\n    if (key.endsWith('[]')) {\n      const keyName = key.slice(0, -2);\n      if (!(keyName in data)) {\n        if (Array.isArray(value)) {\n          data[keyName] = Array.from({length: value.length}, () => ({}));\n        } else {\n          throw new Error(`Value must be a list given an array path ${key}`);\n        }\n      }\n\n      if (Array.isArray(data[keyName])) {\n        const arrayData = data[keyName] as Array<unknown>;\n\n        if (Array.isArray(value)) {\n          for (let j = 0; j < arrayData.length; j++) {\n            const entry = arrayData[j] as Record<string, unknown>;\n            setValueByPath(entry, keys.slice(i + 1), value[j]);\n          }\n        } else {\n          for (const d of arrayData) {\n            setValueByPath(\n              d as Record<string, unknown>,\n              keys.slice(i + 1),\n              value,\n            );\n          }\n        }\n      }\n      return;\n    } else if (key.endsWith('[0]')) {\n      const keyName = key.slice(0, -3);\n      if (!(keyName in data)) {\n        data[keyName] = [{}];\n      }\n      const arrayData = (data as Record<string, unknown>)[keyName];\n      setValueByPath(\n        (arrayData as Array<Record<string, unknown>>)[0],\n        keys.slice(i + 1),\n        value,\n      );\n      return;\n    }\n\n    if (!data[key] || typeof data[key] !== 'object') {\n      data[key] = {};\n    }\n\n    data = data[key] as Record<string, unknown>;\n  }\n\n  const keyToSet = keys[keys.length - 1];\n  const existingData = data[keyToSet];\n\n  if (existingData !== undefined) {\n    if (\n      !value ||\n      (typeof value === 'object' && Object.keys(value).length === 0)\n    ) {\n      return;\n    }\n\n    if (value === existingData) {\n      return;\n    }\n\n    if (\n      typeof existingData === 'object' &&\n      typeof value === 'object' &&\n      existingData !== null &&\n      value !== null\n    ) {\n      Object.assign(existingData, value);\n    } else {\n      throw new Error(`Cannot set value for an existing key. Key: ${keyToSet}`);\n    }\n  } else {\n    data[keyToSet] = value;\n  }\n}\n\nexport function getValueByPath(data: unknown, keys: string[]): unknown {\n  try {\n    if (keys.length === 1 && keys[0] === '_self') {\n      return data;\n    }\n\n    for (let i = 0; i < keys.length; i++) {\n      if (typeof data !== 'object' || data === null) {\n        return undefined;\n      }\n\n      const key = keys[i];\n      if (key.endsWith('[]')) {\n        const keyName = key.slice(0, -2);\n        if (keyName in data) {\n          const arrayData = (data as Record<string, unknown>)[keyName];\n          if (!Array.isArray(arrayData)) {\n            return undefined;\n          }\n          return arrayData.map((d) => getValueByPath(d, keys.slice(i + 1)));\n        } else {\n          return undefined;\n        }\n      } else {\n        data = (data as Record<string, unknown>)[key];\n      }\n    }\n\n    return data;\n  } catch (error) {\n    if (error instanceof TypeError) {\n      return undefined;\n    }\n    throw error;\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\n/** Required. Outcome of the code execution. */\nexport enum Outcome {\n  /**\n   * Unspecified status. This value should not be used.\n   */\n  OUTCOME_UNSPECIFIED = 'OUTCOME_UNSPECIFIED',\n  /**\n   * Code execution completed successfully.\n   */\n  OUTCOME_OK = 'OUTCOME_OK',\n  /**\n   * Code execution finished but with a failure. `stderr` should contain the reason.\n   */\n  OUTCOME_FAILED = 'OUTCOME_FAILED',\n  /**\n   * Code execution ran for too long, and was cancelled. There may or may not be a partial output present.\n   */\n  OUTCOME_DEADLINE_EXCEEDED = 'OUTCOME_DEADLINE_EXCEEDED',\n}\n\n/** Required. Programming language of the `code`. */\nexport enum Language {\n  /**\n   * Unspecified language. This value should not be used.\n   */\n  LANGUAGE_UNSPECIFIED = 'LANGUAGE_UNSPECIFIED',\n  /**\n   * Python >= 3.10, with numpy and simpy available.\n   */\n  PYTHON = 'PYTHON',\n}\n\n/** Required. Harm category. */\nexport enum HarmCategory {\n  /**\n   * The harm category is unspecified.\n   */\n  HARM_CATEGORY_UNSPECIFIED = 'HARM_CATEGORY_UNSPECIFIED',\n  /**\n   * The harm category is hate speech.\n   */\n  HARM_CATEGORY_HATE_SPEECH = 'HARM_CATEGORY_HATE_SPEECH',\n  /**\n   * The harm category is dangerous content.\n   */\n  HARM_CATEGORY_DANGEROUS_CONTENT = 'HARM_CATEGORY_DANGEROUS_CONTENT',\n  /**\n   * The harm category is harassment.\n   */\n  HARM_CATEGORY_HARASSMENT = 'HARM_CATEGORY_HARASSMENT',\n  /**\n   * The harm category is sexually explicit content.\n   */\n  HARM_CATEGORY_SEXUALLY_EXPLICIT = 'HARM_CATEGORY_SEXUALLY_EXPLICIT',\n  /**\n   * The harm category is civic integrity.\n   */\n  HARM_CATEGORY_CIVIC_INTEGRITY = 'HARM_CATEGORY_CIVIC_INTEGRITY',\n}\n\n/** Optional. Specify if the threshold is used for probability or severity score. If not specified, the threshold is used for probability score. */\nexport enum HarmBlockMethod {\n  /**\n   * The harm block method is unspecified.\n   */\n  HARM_BLOCK_METHOD_UNSPECIFIED = 'HARM_BLOCK_METHOD_UNSPECIFIED',\n  /**\n   * The harm block method uses both probability and severity scores.\n   */\n  SEVERITY = 'SEVERITY',\n  /**\n   * The harm block method uses the probability score.\n   */\n  PROBABILITY = 'PROBABILITY',\n}\n\n/** Required. The harm block threshold. */\nexport enum HarmBlockThreshold {\n  /**\n   * Unspecified harm block threshold.\n   */\n  HARM_BLOCK_THRESHOLD_UNSPECIFIED = 'HARM_BLOCK_THRESHOLD_UNSPECIFIED',\n  /**\n   * Block low threshold and above (i.e. block more).\n   */\n  BLOCK_LOW_AND_ABOVE = 'BLOCK_LOW_AND_ABOVE',\n  /**\n   * Block medium threshold and above.\n   */\n  BLOCK_MEDIUM_AND_ABOVE = 'BLOCK_MEDIUM_AND_ABOVE',\n  /**\n   * Block only high threshold (i.e. block less).\n   */\n  BLOCK_ONLY_HIGH = 'BLOCK_ONLY_HIGH',\n  /**\n   * Block none.\n   */\n  BLOCK_NONE = 'BLOCK_NONE',\n  /**\n   * Turn off the safety filter.\n   */\n  OFF = 'OFF',\n}\n\n/** Optional. The type of the data. */\nexport enum Type {\n  /**\n   * Not specified, should not be used.\n   */\n  TYPE_UNSPECIFIED = 'TYPE_UNSPECIFIED',\n  /**\n   * OpenAPI string type\n   */\n  STRING = 'STRING',\n  /**\n   * OpenAPI number type\n   */\n  NUMBER = 'NUMBER',\n  /**\n   * OpenAPI integer type\n   */\n  INTEGER = 'INTEGER',\n  /**\n   * OpenAPI boolean type\n   */\n  BOOLEAN = 'BOOLEAN',\n  /**\n   * OpenAPI array type\n   */\n  ARRAY = 'ARRAY',\n  /**\n   * OpenAPI object type\n   */\n  OBJECT = 'OBJECT',\n}\n\n/** The mode of the predictor to be used in dynamic retrieval. */\nexport enum Mode {\n  /**\n   * Always trigger retrieval.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Run retrieval only when system decides it is necessary.\n   */\n  MODE_DYNAMIC = 'MODE_DYNAMIC',\n}\n\n/** Type of auth scheme. */\nexport enum AuthType {\n  AUTH_TYPE_UNSPECIFIED = 'AUTH_TYPE_UNSPECIFIED',\n  /**\n   * No Auth.\n   */\n  NO_AUTH = 'NO_AUTH',\n  /**\n   * API Key Auth.\n   */\n  API_KEY_AUTH = 'API_KEY_AUTH',\n  /**\n   * HTTP Basic Auth.\n   */\n  HTTP_BASIC_AUTH = 'HTTP_BASIC_AUTH',\n  /**\n   * Google Service Account Auth.\n   */\n  GOOGLE_SERVICE_ACCOUNT_AUTH = 'GOOGLE_SERVICE_ACCOUNT_AUTH',\n  /**\n   * OAuth auth.\n   */\n  OAUTH = 'OAUTH',\n  /**\n   * OpenID Connect (OIDC) Auth.\n   */\n  OIDC_AUTH = 'OIDC_AUTH',\n}\n\n/** Output only. The reason why the model stopped generating tokens.\n\n  If empty, the model has not stopped generating the tokens.\n   */\nexport enum FinishReason {\n  /**\n   * The finish reason is unspecified.\n   */\n  FINISH_REASON_UNSPECIFIED = 'FINISH_REASON_UNSPECIFIED',\n  /**\n   * Token generation reached a natural stopping point or a configured stop sequence.\n   */\n  STOP = 'STOP',\n  /**\n   * Token generation reached the configured maximum output tokens.\n   */\n  MAX_TOKENS = 'MAX_TOKENS',\n  /**\n   * Token generation stopped because the content potentially contains safety violations. NOTE: When streaming, [content][] is empty if content filters blocks the output.\n   */\n  SAFETY = 'SAFETY',\n  /**\n   * The token generation stopped because of potential recitation.\n   */\n  RECITATION = 'RECITATION',\n  /**\n   * The token generation stopped because of using an unsupported language.\n   */\n  LANGUAGE = 'LANGUAGE',\n  /**\n   * All other reasons that stopped the token generation.\n   */\n  OTHER = 'OTHER',\n  /**\n   * Token generation stopped because the content contains forbidden terms.\n   */\n  BLOCKLIST = 'BLOCKLIST',\n  /**\n   * Token generation stopped for potentially containing prohibited content.\n   */\n  PROHIBITED_CONTENT = 'PROHIBITED_CONTENT',\n  /**\n   * Token generation stopped because the content potentially contains Sensitive Personally Identifiable Information (SPII).\n   */\n  SPII = 'SPII',\n  /**\n   * The function call generated by the model is invalid.\n   */\n  MALFORMED_FUNCTION_CALL = 'MALFORMED_FUNCTION_CALL',\n  /**\n   * Token generation stopped because generated images have safety violations.\n   */\n  IMAGE_SAFETY = 'IMAGE_SAFETY',\n}\n\n/** Output only. Harm probability levels in the content. */\nexport enum HarmProbability {\n  /**\n   * Harm probability unspecified.\n   */\n  HARM_PROBABILITY_UNSPECIFIED = 'HARM_PROBABILITY_UNSPECIFIED',\n  /**\n   * Negligible level of harm.\n   */\n  NEGLIGIBLE = 'NEGLIGIBLE',\n  /**\n   * Low level of harm.\n   */\n  LOW = 'LOW',\n  /**\n   * Medium level of harm.\n   */\n  MEDIUM = 'MEDIUM',\n  /**\n   * High level of harm.\n   */\n  HIGH = 'HIGH',\n}\n\n/** Output only. Harm severity levels in the content. */\nexport enum HarmSeverity {\n  /**\n   * Harm severity unspecified.\n   */\n  HARM_SEVERITY_UNSPECIFIED = 'HARM_SEVERITY_UNSPECIFIED',\n  /**\n   * Negligible level of harm severity.\n   */\n  HARM_SEVERITY_NEGLIGIBLE = 'HARM_SEVERITY_NEGLIGIBLE',\n  /**\n   * Low level of harm severity.\n   */\n  HARM_SEVERITY_LOW = 'HARM_SEVERITY_LOW',\n  /**\n   * Medium level of harm severity.\n   */\n  HARM_SEVERITY_MEDIUM = 'HARM_SEVERITY_MEDIUM',\n  /**\n   * High level of harm severity.\n   */\n  HARM_SEVERITY_HIGH = 'HARM_SEVERITY_HIGH',\n}\n\n/** Output only. Blocked reason. */\nexport enum BlockedReason {\n  /**\n   * Unspecified blocked reason.\n   */\n  BLOCKED_REASON_UNSPECIFIED = 'BLOCKED_REASON_UNSPECIFIED',\n  /**\n   * Candidates blocked due to safety.\n   */\n  SAFETY = 'SAFETY',\n  /**\n   * Candidates blocked due to other reason.\n   */\n  OTHER = 'OTHER',\n  /**\n   * Candidates blocked due to the terms which are included from the terminology blocklist.\n   */\n  BLOCKLIST = 'BLOCKLIST',\n  /**\n   * Candidates blocked due to prohibited content.\n   */\n  PROHIBITED_CONTENT = 'PROHIBITED_CONTENT',\n}\n\n/** Output only. Traffic type. This shows whether a request consumes Pay-As-You-Go or Provisioned Throughput quota. */\nexport enum TrafficType {\n  /**\n   * Unspecified request traffic type.\n   */\n  TRAFFIC_TYPE_UNSPECIFIED = 'TRAFFIC_TYPE_UNSPECIFIED',\n  /**\n   * Type for Pay-As-You-Go traffic.\n   */\n  ON_DEMAND = 'ON_DEMAND',\n  /**\n   * Type for Provisioned Throughput traffic.\n   */\n  PROVISIONED_THROUGHPUT = 'PROVISIONED_THROUGHPUT',\n}\n\n/** Server content modalities. */\nexport enum Modality {\n  /**\n   * The modality is unspecified.\n   */\n  MODALITY_UNSPECIFIED = 'MODALITY_UNSPECIFIED',\n  /**\n   * Indicates the model should return text\n   */\n  TEXT = 'TEXT',\n  /**\n   * Indicates the model should return images.\n   */\n  IMAGE = 'IMAGE',\n  /**\n   * Indicates the model should return images.\n   */\n  AUDIO = 'AUDIO',\n}\n\n/** The media resolution to use. */\nexport enum MediaResolution {\n  /**\n   * Media resolution has not been set\n   */\n  MEDIA_RESOLUTION_UNSPECIFIED = 'MEDIA_RESOLUTION_UNSPECIFIED',\n  /**\n   * Media resolution set to low (64 tokens).\n   */\n  MEDIA_RESOLUTION_LOW = 'MEDIA_RESOLUTION_LOW',\n  /**\n   * Media resolution set to medium (256 tokens).\n   */\n  MEDIA_RESOLUTION_MEDIUM = 'MEDIA_RESOLUTION_MEDIUM',\n  /**\n   * Media resolution set to high (zoomed reframing with 256 tokens).\n   */\n  MEDIA_RESOLUTION_HIGH = 'MEDIA_RESOLUTION_HIGH',\n}\n\n/** Output only. The detailed state of the job. */\nexport enum JobState {\n  /**\n   * The job state is unspecified.\n   */\n  JOB_STATE_UNSPECIFIED = 'JOB_STATE_UNSPECIFIED',\n  /**\n   * The job has been just created or resumed and processing has not yet begun.\n   */\n  JOB_STATE_QUEUED = 'JOB_STATE_QUEUED',\n  /**\n   * The service is preparing to run the job.\n   */\n  JOB_STATE_PENDING = 'JOB_STATE_PENDING',\n  /**\n   * The job is in progress.\n   */\n  JOB_STATE_RUNNING = 'JOB_STATE_RUNNING',\n  /**\n   * The job completed successfully.\n   */\n  JOB_STATE_SUCCEEDED = 'JOB_STATE_SUCCEEDED',\n  /**\n   * The job failed.\n   */\n  JOB_STATE_FAILED = 'JOB_STATE_FAILED',\n  /**\n   * The job is being cancelled. From this state the job may only go to either `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.\n   */\n  JOB_STATE_CANCELLING = 'JOB_STATE_CANCELLING',\n  /**\n   * The job has been cancelled.\n   */\n  JOB_STATE_CANCELLED = 'JOB_STATE_CANCELLED',\n  /**\n   * The job has been stopped, and can be resumed.\n   */\n  JOB_STATE_PAUSED = 'JOB_STATE_PAUSED',\n  /**\n   * The job has expired.\n   */\n  JOB_STATE_EXPIRED = 'JOB_STATE_EXPIRED',\n  /**\n   * The job is being updated. Only jobs in the `RUNNING` state can be updated. After updating, the job goes back to the `RUNNING` state.\n   */\n  JOB_STATE_UPDATING = 'JOB_STATE_UPDATING',\n  /**\n   * The job is partially succeeded, some results may be missing due to errors.\n   */\n  JOB_STATE_PARTIALLY_SUCCEEDED = 'JOB_STATE_PARTIALLY_SUCCEEDED',\n}\n\n/** Optional. Adapter size for tuning. */\nexport enum AdapterSize {\n  /**\n   * Adapter size is unspecified.\n   */\n  ADAPTER_SIZE_UNSPECIFIED = 'ADAPTER_SIZE_UNSPECIFIED',\n  /**\n   * Adapter size 1.\n   */\n  ADAPTER_SIZE_ONE = 'ADAPTER_SIZE_ONE',\n  /**\n   * Adapter size 2.\n   */\n  ADAPTER_SIZE_TWO = 'ADAPTER_SIZE_TWO',\n  /**\n   * Adapter size 4.\n   */\n  ADAPTER_SIZE_FOUR = 'ADAPTER_SIZE_FOUR',\n  /**\n   * Adapter size 8.\n   */\n  ADAPTER_SIZE_EIGHT = 'ADAPTER_SIZE_EIGHT',\n  /**\n   * Adapter size 16.\n   */\n  ADAPTER_SIZE_SIXTEEN = 'ADAPTER_SIZE_SIXTEEN',\n  /**\n   * Adapter size 32.\n   */\n  ADAPTER_SIZE_THIRTY_TWO = 'ADAPTER_SIZE_THIRTY_TWO',\n}\n\n/** Options for feature selection preference. */\nexport enum FeatureSelectionPreference {\n  FEATURE_SELECTION_PREFERENCE_UNSPECIFIED = 'FEATURE_SELECTION_PREFERENCE_UNSPECIFIED',\n  PRIORITIZE_QUALITY = 'PRIORITIZE_QUALITY',\n  BALANCED = 'BALANCED',\n  PRIORITIZE_COST = 'PRIORITIZE_COST',\n}\n\n/** Defines the function behavior. Defaults to `BLOCKING`. */\nexport enum Behavior {\n  /**\n   * This value is unused.\n   */\n  UNSPECIFIED = 'UNSPECIFIED',\n  /**\n   * If set, the system will wait to receive the function response before continuing the conversation.\n   */\n  BLOCKING = 'BLOCKING',\n  /**\n   * If set, the system will not wait to receive the function response. Instead, it will attempt to handle function responses as they become available while maintaining the conversation between the user and the model.\n   */\n  NON_BLOCKING = 'NON_BLOCKING',\n}\n\n/** Config for the dynamic retrieval config mode. */\nexport enum DynamicRetrievalConfigMode {\n  /**\n   * Always trigger retrieval.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Run retrieval only when system decides it is necessary.\n   */\n  MODE_DYNAMIC = 'MODE_DYNAMIC',\n}\n\n/** Config for the function calling config mode. */\nexport enum FunctionCallingConfigMode {\n  /**\n   * The function calling config mode is unspecified. Should not be used.\n   */\n  MODE_UNSPECIFIED = 'MODE_UNSPECIFIED',\n  /**\n   * Default model behavior, model decides to predict either function calls or natural language response.\n   */\n  AUTO = 'AUTO',\n  /**\n   * Model is constrained to always predicting function calls only. If \"allowed_function_names\" are set, the predicted function calls will be limited to any one of \"allowed_function_names\", else the predicted function calls will be any one of the provided \"function_declarations\".\n   */\n  ANY = 'ANY',\n  /**\n   * Model will not predict any function calls. Model behavior is same as when not passing any function declarations.\n   */\n  NONE = 'NONE',\n}\n\n/** Status of the url retrieval. */\nexport enum UrlRetrievalStatus {\n  /**\n   * Default value. This value is unused\n   */\n  URL_RETRIEVAL_STATUS_UNSPECIFIED = 'URL_RETRIEVAL_STATUS_UNSPECIFIED',\n  /**\n   * Url retrieval is successful.\n   */\n  URL_RETRIEVAL_STATUS_SUCCESS = 'URL_RETRIEVAL_STATUS_SUCCESS',\n  /**\n   * Url retrieval is failed due to error.\n   */\n  URL_RETRIEVAL_STATUS_ERROR = 'URL_RETRIEVAL_STATUS_ERROR',\n}\n\n/** Enum that controls the safety filter level for objectionable content. */\nexport enum SafetyFilterLevel {\n  BLOCK_LOW_AND_ABOVE = 'BLOCK_LOW_AND_ABOVE',\n  BLOCK_MEDIUM_AND_ABOVE = 'BLOCK_MEDIUM_AND_ABOVE',\n  BLOCK_ONLY_HIGH = 'BLOCK_ONLY_HIGH',\n  BLOCK_NONE = 'BLOCK_NONE',\n}\n\n/** Enum that controls the generation of people. */\nexport enum PersonGeneration {\n  DONT_ALLOW = 'DONT_ALLOW',\n  ALLOW_ADULT = 'ALLOW_ADULT',\n  ALLOW_ALL = 'ALLOW_ALL',\n}\n\n/** Enum that specifies the language of the text in the prompt. */\nexport enum ImagePromptLanguage {\n  auto = 'auto',\n  en = 'en',\n  ja = 'ja',\n  ko = 'ko',\n  hi = 'hi',\n}\n\n/** Enum representing the mask mode of a mask reference image. */\nexport enum MaskReferenceMode {\n  MASK_MODE_DEFAULT = 'MASK_MODE_DEFAULT',\n  MASK_MODE_USER_PROVIDED = 'MASK_MODE_USER_PROVIDED',\n  MASK_MODE_BACKGROUND = 'MASK_MODE_BACKGROUND',\n  MASK_MODE_FOREGROUND = 'MASK_MODE_FOREGROUND',\n  MASK_MODE_SEMANTIC = 'MASK_MODE_SEMANTIC',\n}\n\n/** Enum representing the control type of a control reference image. */\nexport enum ControlReferenceType {\n  CONTROL_TYPE_DEFAULT = 'CONTROL_TYPE_DEFAULT',\n  CONTROL_TYPE_CANNY = 'CONTROL_TYPE_CANNY',\n  CONTROL_TYPE_SCRIBBLE = 'CONTROL_TYPE_SCRIBBLE',\n  CONTROL_TYPE_FACE_MESH = 'CONTROL_TYPE_FACE_MESH',\n}\n\n/** Enum representing the subject type of a subject reference image. */\nexport enum SubjectReferenceType {\n  SUBJECT_TYPE_DEFAULT = 'SUBJECT_TYPE_DEFAULT',\n  SUBJECT_TYPE_PERSON = 'SUBJECT_TYPE_PERSON',\n  SUBJECT_TYPE_ANIMAL = 'SUBJECT_TYPE_ANIMAL',\n  SUBJECT_TYPE_PRODUCT = 'SUBJECT_TYPE_PRODUCT',\n}\n\n/** Enum representing the Imagen 3 Edit mode. */\nexport enum EditMode {\n  EDIT_MODE_DEFAULT = 'EDIT_MODE_DEFAULT',\n  EDIT_MODE_INPAINT_REMOVAL = 'EDIT_MODE_INPAINT_REMOVAL',\n  EDIT_MODE_INPAINT_INSERTION = 'EDIT_MODE_INPAINT_INSERTION',\n  EDIT_MODE_OUTPAINT = 'EDIT_MODE_OUTPAINT',\n  EDIT_MODE_CONTROLLED_EDITING = 'EDIT_MODE_CONTROLLED_EDITING',\n  EDIT_MODE_STYLE = 'EDIT_MODE_STYLE',\n  EDIT_MODE_BGSWAP = 'EDIT_MODE_BGSWAP',\n  EDIT_MODE_PRODUCT_IMAGE = 'EDIT_MODE_PRODUCT_IMAGE',\n}\n\n/** State for the lifecycle of a File. */\nexport enum FileState {\n  STATE_UNSPECIFIED = 'STATE_UNSPECIFIED',\n  PROCESSING = 'PROCESSING',\n  ACTIVE = 'ACTIVE',\n  FAILED = 'FAILED',\n}\n\n/** Source of the File. */\nexport enum FileSource {\n  SOURCE_UNSPECIFIED = 'SOURCE_UNSPECIFIED',\n  UPLOADED = 'UPLOADED',\n  GENERATED = 'GENERATED',\n}\n\n/** Server content modalities. */\nexport enum MediaModality {\n  /**\n   * The modality is unspecified.\n   */\n  MODALITY_UNSPECIFIED = 'MODALITY_UNSPECIFIED',\n  /**\n   * Plain text.\n   */\n  TEXT = 'TEXT',\n  /**\n   * Images.\n   */\n  IMAGE = 'IMAGE',\n  /**\n   * Video.\n   */\n  VIDEO = 'VIDEO',\n  /**\n   * Audio.\n   */\n  AUDIO = 'AUDIO',\n  /**\n   * Document, e.g. PDF.\n   */\n  DOCUMENT = 'DOCUMENT',\n}\n\n/** Start of speech sensitivity. */\nexport enum StartSensitivity {\n  /**\n   * The default is START_SENSITIVITY_LOW.\n   */\n  START_SENSITIVITY_UNSPECIFIED = 'START_SENSITIVITY_UNSPECIFIED',\n  /**\n   * Automatic detection will detect the start of speech more often.\n   */\n  START_SENSITIVITY_HIGH = 'START_SENSITIVITY_HIGH',\n  /**\n   * Automatic detection will detect the start of speech less often.\n   */\n  START_SENSITIVITY_LOW = 'START_SENSITIVITY_LOW',\n}\n\n/** End of speech sensitivity. */\nexport enum EndSensitivity {\n  /**\n   * The default is END_SENSITIVITY_LOW.\n   */\n  END_SENSITIVITY_UNSPECIFIED = 'END_SENSITIVITY_UNSPECIFIED',\n  /**\n   * Automatic detection ends speech more often.\n   */\n  END_SENSITIVITY_HIGH = 'END_SENSITIVITY_HIGH',\n  /**\n   * Automatic detection ends speech less often.\n   */\n  END_SENSITIVITY_LOW = 'END_SENSITIVITY_LOW',\n}\n\n/** The different ways of handling user activity. */\nexport enum ActivityHandling {\n  /**\n   * If unspecified, the default behavior is `START_OF_ACTIVITY_INTERRUPTS`.\n   */\n  ACTIVITY_HANDLING_UNSPECIFIED = 'ACTIVITY_HANDLING_UNSPECIFIED',\n  /**\n   * If true, start of activity will interrupt the model's response (also called \"barge in\"). The model's current response will be cut-off in the moment of the interruption. This is the default behavior.\n   */\n  START_OF_ACTIVITY_INTERRUPTS = 'START_OF_ACTIVITY_INTERRUPTS',\n  /**\n   * The model's response will not be interrupted.\n   */\n  NO_INTERRUPTION = 'NO_INTERRUPTION',\n}\n\n/** Options about which input is included in the user's turn. */\nexport enum TurnCoverage {\n  /**\n   * If unspecified, the default behavior is `TURN_INCLUDES_ONLY_ACTIVITY`.\n   */\n  TURN_COVERAGE_UNSPECIFIED = 'TURN_COVERAGE_UNSPECIFIED',\n  /**\n   * The users turn only includes activity since the last turn, excluding inactivity (e.g. silence on the audio stream). This is the default behavior.\n   */\n  TURN_INCLUDES_ONLY_ACTIVITY = 'TURN_INCLUDES_ONLY_ACTIVITY',\n  /**\n   * The users turn includes all realtime input since the last turn, including inactivity (e.g. silence on the audio stream).\n   */\n  TURN_INCLUDES_ALL_INPUT = 'TURN_INCLUDES_ALL_INPUT',\n}\n\n/** Specifies how the response should be scheduled in the conversation. */\nexport enum FunctionResponseScheduling {\n  /**\n   * This value is unused.\n   */\n  SCHEDULING_UNSPECIFIED = 'SCHEDULING_UNSPECIFIED',\n  /**\n   * Only add the result to the conversation context, do not interrupt or trigger generation.\n   */\n  SILENT = 'SILENT',\n  /**\n   * Add the result to the conversation context, and prompt to generate output without interrupting ongoing generation.\n   */\n  WHEN_IDLE = 'WHEN_IDLE',\n  /**\n   * Add the result to the conversation context, interrupt ongoing generation and prompt to generate output.\n   */\n  INTERRUPT = 'INTERRUPT',\n}\n\n/** Scale of the generated music. */\nexport enum Scale {\n  /**\n   * Default value. This value is unused.\n   */\n  SCALE_UNSPECIFIED = 'SCALE_UNSPECIFIED',\n  /**\n   * C major or A minor.\n   */\n  C_MAJOR_A_MINOR = 'C_MAJOR_A_MINOR',\n  /**\n   * Db major or Bb minor.\n   */\n  D_FLAT_MAJOR_B_FLAT_MINOR = 'D_FLAT_MAJOR_B_FLAT_MINOR',\n  /**\n   * D major or B minor.\n   */\n  D_MAJOR_B_MINOR = 'D_MAJOR_B_MINOR',\n  /**\n   * Eb major or C minor\n   */\n  E_FLAT_MAJOR_C_MINOR = 'E_FLAT_MAJOR_C_MINOR',\n  /**\n   * E major or Db minor.\n   */\n  E_MAJOR_D_FLAT_MINOR = 'E_MAJOR_D_FLAT_MINOR',\n  /**\n   * F major or D minor.\n   */\n  F_MAJOR_D_MINOR = 'F_MAJOR_D_MINOR',\n  /**\n   * Gb major or Eb minor.\n   */\n  G_FLAT_MAJOR_E_FLAT_MINOR = 'G_FLAT_MAJOR_E_FLAT_MINOR',\n  /**\n   * G major or E minor.\n   */\n  G_MAJOR_E_MINOR = 'G_MAJOR_E_MINOR',\n  /**\n   * Ab major or F minor.\n   */\n  A_FLAT_MAJOR_F_MINOR = 'A_FLAT_MAJOR_F_MINOR',\n  /**\n   * A major or Gb minor.\n   */\n  A_MAJOR_G_FLAT_MINOR = 'A_MAJOR_G_FLAT_MINOR',\n  /**\n   * Bb major or G minor.\n   */\n  B_FLAT_MAJOR_G_MINOR = 'B_FLAT_MAJOR_G_MINOR',\n  /**\n   * B major or Ab minor.\n   */\n  B_MAJOR_A_FLAT_MINOR = 'B_MAJOR_A_FLAT_MINOR',\n}\n\n/** The mode of music generation. */\nexport enum MusicGenerationMode {\n  /**\n   * This value is unused.\n   */\n  MUSIC_GENERATION_MODE_UNSPECIFIED = 'MUSIC_GENERATION_MODE_UNSPECIFIED',\n  /**\n   * Steer text prompts to regions of latent space with higher quality\n      music.\n   */\n  QUALITY = 'QUALITY',\n  /**\n   * Steer text prompts to regions of latent space with a larger diversity\n      of music.\n   */\n  DIVERSITY = 'DIVERSITY',\n}\n\n/** The playback control signal to apply to the music generation. */\nexport enum LiveMusicPlaybackControl {\n  /**\n   * This value is unused.\n   */\n  PLAYBACK_CONTROL_UNSPECIFIED = 'PLAYBACK_CONTROL_UNSPECIFIED',\n  /**\n   * Start generating the music.\n   */\n  PLAY = 'PLAY',\n  /**\n   * Hold the music generation. Use PLAY to resume from the current position.\n   */\n  PAUSE = 'PAUSE',\n  /**\n   * Stop the music generation and reset the context (prompts retained).\n      Use PLAY to restart the music generation.\n   */\n  STOP = 'STOP',\n  /**\n   * Reset the context of the music generation without stopping it.\n      Retains the current prompts and config.\n   */\n  RESET_CONTEXT = 'RESET_CONTEXT',\n}\n\n/** Describes how the video in the Part should be used by the model. */\nexport declare interface VideoMetadata {\n  /** The frame rate of the video sent to the model. If not specified, the\n        default value will be 1.0. The fps range is (0.0, 24.0]. */\n  fps?: number;\n  /** Optional. The end offset of the video. */\n  endOffset?: string;\n  /** Optional. The start offset of the video. */\n  startOffset?: string;\n}\n\n/** Content blob. */\nexport declare interface Blob {\n  /** Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is not currently used in the Gemini GenerateContent calls. */\n  displayName?: string;\n  /** Required. Raw bytes. */\n  data?: string;\n  /** Required. The IANA standard MIME type of the source data. */\n  mimeType?: string;\n}\n\n/** Result of executing the [ExecutableCode]. Always follows a `part` containing the [ExecutableCode]. */\nexport declare interface CodeExecutionResult {\n  /** Required. Outcome of the code execution. */\n  outcome?: Outcome;\n  /** Optional. Contains stdout when code execution is successful, stderr or other description otherwise. */\n  output?: string;\n}\n\n/** Code generated by the model that is meant to be executed, and the result returned to the model. Generated when using the [FunctionDeclaration] tool and [FunctionCallingConfig] mode is set to [Mode.CODE]. */\nexport declare interface ExecutableCode {\n  /** Required. The code to be executed. */\n  code?: string;\n  /** Required. Programming language of the `code`. */\n  language?: Language;\n}\n\n/** URI based data. */\nexport declare interface FileData {\n  /** Required. URI. */\n  fileUri?: string;\n  /** Required. The IANA standard MIME type of the source data. */\n  mimeType?: string;\n}\n\n/** A function call. */\nexport declare interface FunctionCall {\n  /** The unique id of the function call. If populated, the client to execute the\n   `function_call` and return the response with the matching `id`. */\n  id?: string;\n  /** Optional. Required. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details. */\n  args?: Record<string, unknown>;\n  /** Required. The name of the function to call. Matches [FunctionDeclaration.name]. */\n  name?: string;\n}\n\n/** A function response. */\nexport class FunctionResponse {\n  /** Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. */\n  willContinue?: boolean;\n  /** Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE. */\n  scheduling?: FunctionResponseScheduling;\n  /** Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`. */\n  id?: string;\n  /** Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name]. */\n  name?: string;\n  /** Required. The function response in JSON object format. Use \"output\" key to specify function output and \"error\" key to specify error details (if any). If \"output\" and \"error\" keys are not specified, then whole \"response\" is treated as function output. */\n  response?: Record<string, unknown>;\n}\n\n/** A datatype containing media content.\n\n  Exactly one field within a Part should be set, representing the specific type\n  of content being conveyed. Using multiple fields within the same `Part`\n  instance is considered invalid.\n   */\nexport declare interface Part {\n  /** Metadata for a given video. */\n  videoMetadata?: VideoMetadata;\n  /** Indicates if the part is thought from the model. */\n  thought?: boolean;\n  /** Optional. Inlined bytes data. */\n  inlineData?: Blob;\n  /** Optional. Result of executing the [ExecutableCode]. */\n  codeExecutionResult?: CodeExecutionResult;\n  /** Optional. Code generated by the model that is meant to be executed. */\n  executableCode?: ExecutableCode;\n  /** Optional. URI based data. */\n  fileData?: FileData;\n  /** Optional. A predicted [FunctionCall] returned from the model that contains a string representing the [FunctionDeclaration.name] with the parameters and their values. */\n  functionCall?: FunctionCall;\n  /** Optional. The result output of a [FunctionCall] that contains a string representing the [FunctionDeclaration.name] and a structured JSON object containing any output from the function call. It is used as context to the model. */\n  functionResponse?: FunctionResponse;\n  /** Optional. Text part (can be code). */\n  text?: string;\n}\n/**\n * Creates a `Part` object from a `URI` string.\n */\nexport function createPartFromUri(uri: string, mimeType: string): Part {\n  return {\n    fileData: {\n      fileUri: uri,\n      mimeType: mimeType,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `text` string.\n */\nexport function createPartFromText(text: string): Part {\n  return {\n    text: text,\n  };\n}\n/**\n * Creates a `Part` object from a `FunctionCall` object.\n */\nexport function createPartFromFunctionCall(\n  name: string,\n  args: Record<string, unknown>,\n): Part {\n  return {\n    functionCall: {\n      name: name,\n      args: args,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `FunctionResponse` object.\n */\nexport function createPartFromFunctionResponse(\n  id: string,\n  name: string,\n  response: Record<string, unknown>,\n): Part {\n  return {\n    functionResponse: {\n      id: id,\n      name: name,\n      response: response,\n    },\n  };\n}\n/**\n * Creates a `Part` object from a `base64` encoded `string`.\n */\nexport function createPartFromBase64(data: string, mimeType: string): Part {\n  return {\n    inlineData: {\n      data: data,\n      mimeType: mimeType,\n    },\n  };\n}\n/**\n * Creates a `Part` object from the `outcome` and `output` of a `CodeExecutionResult` object.\n */\nexport function createPartFromCodeExecutionResult(\n  outcome: Outcome,\n  output: string,\n): Part {\n  return {\n    codeExecutionResult: {\n      outcome: outcome,\n      output: output,\n    },\n  };\n}\n/**\n * Creates a `Part` object from the `code` and `language` of an `ExecutableCode` object.\n */\nexport function createPartFromExecutableCode(\n  code: string,\n  language: Language,\n): Part {\n  return {\n    executableCode: {\n      code: code,\n      language: language,\n    },\n  };\n}\n\n/** Contains the multi-part content of a message. */\nexport declare interface Content {\n  /** List of parts that constitute a single message. Each part may have\n      a different IANA MIME type. */\n  parts?: Part[];\n  /** Optional. The producer of the content. Must be either 'user' or\n      'model'. Useful to set for multi-turn conversations, otherwise can be\n      empty. If role is not specified, SDK will determine the role. */\n  role?: string;\n}\nfunction _isPart(obj: unknown): obj is Part {\n  if (typeof obj === 'object' && obj !== null) {\n    return (\n      'fileData' in obj ||\n      'text' in obj ||\n      'functionCall' in obj ||\n      'functionResponse' in obj ||\n      'inlineData' in obj ||\n      'videoMetadata' in obj ||\n      'codeExecutionResult' in obj ||\n      'executableCode' in obj\n    );\n  }\n  return false;\n}\nfunction _toParts(partOrString: PartListUnion | string): Part[] {\n  const parts: Part[] = [];\n  if (typeof partOrString === 'string') {\n    parts.push(createPartFromText(partOrString));\n  } else if (_isPart(partOrString)) {\n    parts.push(partOrString);\n  } else if (Array.isArray(partOrString)) {\n    if (partOrString.length === 0) {\n      throw new Error('partOrString cannot be an empty array');\n    }\n    for (const part of partOrString) {\n      if (typeof part === 'string') {\n        parts.push(createPartFromText(part));\n      } else if (_isPart(part)) {\n        parts.push(part);\n      } else {\n        throw new Error('element in PartUnion must be a Part object or string');\n      }\n    }\n  } else {\n    throw new Error('partOrString must be a Part object, string, or array');\n  }\n  return parts;\n}\n/**\n * Creates a `Content` object with a user role from a `PartListUnion` object or `string`.\n */\nexport function createUserContent(\n  partOrString: PartListUnion | string,\n): Content {\n  return {\n    role: 'user',\n    parts: _toParts(partOrString),\n  };\n}\n\n/**\n * Creates a `Content` object with a model role from a `PartListUnion` object or `string`.\n */\nexport function createModelContent(\n  partOrString: PartListUnion | string,\n): Content {\n  return {\n    role: 'model',\n    parts: _toParts(partOrString),\n  };\n}\n/** HTTP options to be used in each of the requests. */\nexport declare interface HttpOptions {\n  /** The base URL for the AI platform service endpoint. */\n  baseUrl?: string;\n  /** Specifies the version of the API to use. */\n  apiVersion?: string;\n  /** Additional HTTP headers to be sent with the request. */\n  headers?: Record<string, string>;\n  /** Timeout for the request in milliseconds. */\n  timeout?: number;\n}\n\n/** Config for model selection. */\nexport declare interface ModelSelectionConfig {\n  /** Options for feature selection preference. */\n  featureSelectionPreference?: FeatureSelectionPreference;\n}\n\n/** Safety settings. */\nexport declare interface SafetySetting {\n  /** Determines if the harm block method uses probability or probability\n      and severity scores. */\n  method?: HarmBlockMethod;\n  /** Required. Harm category. */\n  category?: HarmCategory;\n  /** Required. The harm block threshold. */\n  threshold?: HarmBlockThreshold;\n}\n\n/** Schema is used to define the format of input/output data. Represents a select subset of an [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may be added in the future as needed. */\nexport declare interface Schema {\n  /** Optional. The value should be validated against any (one or more) of the subschemas in the list. */\n  anyOf?: Schema[];\n  /** Optional. Default value of the data. */\n  default?: unknown;\n  /** Optional. The description of the data. */\n  description?: string;\n  /** Optional. Possible values of the element of primitive type with enum format. Examples: 1. We can define direction as : {type:STRING, format:enum, enum:[\"EAST\", NORTH\", \"SOUTH\", \"WEST\"]} 2. We can define apartment number as : {type:INTEGER, format:enum, enum:[\"101\", \"201\", \"301\"]} */\n  enum?: string[];\n  /** Optional. Example of the object. Will only populated when the object is the root. */\n  example?: unknown;\n  /** Optional. The format of the data. Supported formats: for NUMBER type: \"float\", \"double\" for INTEGER type: \"int32\", \"int64\" for STRING type: \"email\", \"byte\", etc */\n  format?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE ARRAY Schema of the elements of Type.ARRAY. */\n  items?: Schema;\n  /** Optional. Maximum number of the elements for Type.ARRAY. */\n  maxItems?: string;\n  /** Optional. Maximum length of the Type.STRING */\n  maxLength?: string;\n  /** Optional. Maximum number of the properties for Type.OBJECT. */\n  maxProperties?: string;\n  /** Optional. Maximum value of the Type.INTEGER and Type.NUMBER */\n  maximum?: number;\n  /** Optional. Minimum number of the elements for Type.ARRAY. */\n  minItems?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE STRING Minimum length of the Type.STRING */\n  minLength?: string;\n  /** Optional. Minimum number of the properties for Type.OBJECT. */\n  minProperties?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE INTEGER and NUMBER Minimum value of the Type.INTEGER and Type.NUMBER */\n  minimum?: number;\n  /** Optional. Indicates if the value may be null. */\n  nullable?: boolean;\n  /** Optional. Pattern of the Type.STRING to restrict a string to a regular expression. */\n  pattern?: string;\n  /** Optional. SCHEMA FIELDS FOR TYPE OBJECT Properties of Type.OBJECT. */\n  properties?: Record<string, Schema>;\n  /** Optional. The order of the properties. Not a standard field in open api spec. Only used to support the order of the properties. */\n  propertyOrdering?: string[];\n  /** Optional. Required properties of Type.OBJECT. */\n  required?: string[];\n  /** Optional. The title of the Schema. */\n  title?: string;\n  /** Optional. The type of the data. */\n  type?: Type;\n}\n\n/** Defines a function that the model can generate JSON inputs for.\n\n  The inputs are based on `OpenAPI 3.0 specifications\n  <https://spec.openapis.org/oas/v3.0.3>`_.\n   */\nexport declare interface FunctionDeclaration {\n  /** Defines the function behavior. */\n  behavior?: Behavior;\n  /** Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function. */\n  description?: string;\n  /** Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots and dashes, with a maximum length of 64. */\n  name?: string;\n  /** Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1 */\n  parameters?: Schema;\n  /** Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function. */\n  response?: Schema;\n}\n\n/** Represents a time interval, encoded as a start time (inclusive) and an end time (exclusive).\n\n  The start time must be less than or equal to the end time.\n  When the start equals the end time, the interval is an empty interval.\n  (matches no time)\n  When both start and end are unspecified, the interval matches any time.\n   */\nexport declare interface Interval {\n  /** The start time of the interval. */\n  startTime?: string;\n  /** The end time of the interval. */\n  endTime?: string;\n}\n\n/** Tool to support Google Search in Model. Powered by Google. */\nexport declare interface GoogleSearch {\n  /** Optional. Filter search results to a specific time range.\n      If customers set a start time, they must set an end time (and vice versa).\n       */\n  timeRangeFilter?: Interval;\n}\n\n/** Describes the options to customize dynamic retrieval. */\nexport declare interface DynamicRetrievalConfig {\n  /** The mode of the predictor to be used in dynamic retrieval. */\n  mode?: DynamicRetrievalConfigMode;\n  /** Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used. */\n  dynamicThreshold?: number;\n}\n\n/** Tool to retrieve public web data for grounding, powered by Google. */\nexport declare interface GoogleSearchRetrieval {\n  /** Specifies the dynamic retrieval configuration for the given source. */\n  dynamicRetrievalConfig?: DynamicRetrievalConfig;\n}\n\n/** Tool to search public web data, powered by Vertex AI Search and Sec4 compliance. */\nexport declare interface EnterpriseWebSearch {}\n\n/** Config for authentication with API key. */\nexport declare interface ApiKeyConfig {\n  /** The API key to be used in the request directly. */\n  apiKeyString?: string;\n}\n\n/** Config for Google Service Account Authentication. */\nexport declare interface AuthConfigGoogleServiceAccountConfig {\n  /** Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension. */\n  serviceAccount?: string;\n}\n\n/** Config for HTTP Basic Authentication. */\nexport declare interface AuthConfigHttpBasicAuthConfig {\n  /** Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource. */\n  credentialSecret?: string;\n}\n\n/** Config for user oauth. */\nexport declare interface AuthConfigOauthConfig {\n  /** Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time. */\n  accessToken?: string;\n  /** The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account. */\n  serviceAccount?: string;\n}\n\n/** Config for user OIDC auth. */\nexport declare interface AuthConfigOidcConfig {\n  /** OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time. */\n  idToken?: string;\n  /** The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents). */\n  serviceAccount?: string;\n}\n\n/** Auth configuration to run the extension. */\nexport declare interface AuthConfig {\n  /** Config for API key auth. */\n  apiKeyConfig?: ApiKeyConfig;\n  /** Type of auth scheme. */\n  authType?: AuthType;\n  /** Config for Google Service Account auth. */\n  googleServiceAccountConfig?: AuthConfigGoogleServiceAccountConfig;\n  /** Config for HTTP Basic auth. */\n  httpBasicAuthConfig?: AuthConfigHttpBasicAuthConfig;\n  /** Config for user oauth. */\n  oauthConfig?: AuthConfigOauthConfig;\n  /** Config for user OIDC auth. */\n  oidcConfig?: AuthConfigOidcConfig;\n}\n\n/** Tool to support Google Maps in Model. */\nexport declare interface GoogleMaps {\n  /** Optional. Auth config for the Google Maps tool. */\n  authConfig?: AuthConfig;\n}\n\n/** Tool to support URL context retrieval. */\nexport declare interface UrlContext {}\n\n/** Retrieve from Vertex AI Search datastore or engine for grounding. datastore and engine are mutually exclusive. See https://cloud.google.com/products/agent-builder */\nexport declare interface VertexAISearch {\n  /** Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}` */\n  datastore?: string;\n  /** Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}` */\n  engine?: string;\n}\n\n/** The definition of the Rag resource. */\nexport declare interface VertexRagStoreRagResource {\n  /** Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}` */\n  ragCorpus?: string;\n  /** Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field. */\n  ragFileIds?: string[];\n}\n\n/** Config for filters. */\nexport declare interface RagRetrievalConfigFilter {\n  /** Optional. String for metadata filtering. */\n  metadataFilter?: string;\n  /** Optional. Only returns contexts with vector distance smaller than the threshold. */\n  vectorDistanceThreshold?: number;\n  /** Optional. Only returns contexts with vector similarity larger than the threshold. */\n  vectorSimilarityThreshold?: number;\n}\n\n/** Config for Hybrid Search. */\nexport declare interface RagRetrievalConfigHybridSearch {\n  /** Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally. */\n  alpha?: number;\n}\n\n/** Config for LlmRanker. */\nexport declare interface RagRetrievalConfigRankingLlmRanker {\n  /** Optional. The model name used for ranking. Format: `gemini-1.5-pro` */\n  modelName?: string;\n}\n\n/** Config for Rank Service. */\nexport declare interface RagRetrievalConfigRankingRankService {\n  /** Optional. The model name of the rank service. Format: `semantic-ranker-512@latest` */\n  modelName?: string;\n}\n\n/** Config for ranking and reranking. */\nexport declare interface RagRetrievalConfigRanking {\n  /** Optional. Config for LlmRanker. */\n  llmRanker?: RagRetrievalConfigRankingLlmRanker;\n  /** Optional. Config for Rank Service. */\n  rankService?: RagRetrievalConfigRankingRankService;\n}\n\n/** Specifies the context retrieval config. */\nexport declare interface RagRetrievalConfig {\n  /** Optional. Config for filters. */\n  filter?: RagRetrievalConfigFilter;\n  /** Optional. Config for Hybrid Search. */\n  hybridSearch?: RagRetrievalConfigHybridSearch;\n  /** Optional. Config for ranking and reranking. */\n  ranking?: RagRetrievalConfigRanking;\n  /** Optional. The number of contexts to retrieve. */\n  topK?: number;\n}\n\n/** Retrieve from Vertex RAG Store for grounding. */\nexport declare interface VertexRagStore {\n  /** Optional. Deprecated. Please use rag_resources instead. */\n  ragCorpora?: string[];\n  /** Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support. */\n  ragResources?: VertexRagStoreRagResource[];\n  /** Optional. The retrieval config for the Rag query. */\n  ragRetrievalConfig?: RagRetrievalConfig;\n  /** Optional. Number of top k results to return from the selected corpora. */\n  similarityTopK?: number;\n  /** Optional. Only return results with vector distance smaller than the threshold. */\n  vectorDistanceThreshold?: number;\n}\n\n/** Defines a retrieval tool that model can call to access external knowledge. */\nexport declare interface Retrieval {\n  /** Optional. Deprecated. This option is no longer supported. */\n  disableAttribution?: boolean;\n  /** Set to use data source powered by Vertex AI Search. */\n  vertexAiSearch?: VertexAISearch;\n  /** Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService. */\n  vertexRagStore?: VertexRagStore;\n}\n\n/** Tool that executes code generated by the model, and automatically returns the result to the model. See also [ExecutableCode]and [CodeExecutionResult] which are input and output to this tool. */\nexport declare interface ToolCodeExecution {}\n\n/** Tool details of a tool that the model may use to generate a response. */\nexport declare interface Tool {\n  /** List of function declarations that the tool supports. */\n  functionDeclarations?: FunctionDeclaration[];\n  /** Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. */\n  retrieval?: Retrieval;\n  /** Optional. Google Search tool type. Specialized retrieval tool\n      that is powered by Google Search. */\n  googleSearch?: GoogleSearch;\n  /** Optional. GoogleSearchRetrieval tool type. Specialized retrieval tool that is powered by Google search. */\n  googleSearchRetrieval?: GoogleSearchRetrieval;\n  /** Optional. Enterprise web search tool type. Specialized retrieval\n      tool that is powered by Vertex AI Search and Sec4 compliance. */\n  enterpriseWebSearch?: EnterpriseWebSearch;\n  /** Optional. Google Maps tool type. Specialized retrieval tool\n      that is powered by Google Maps. */\n  googleMaps?: GoogleMaps;\n  /** Optional. Tool to support URL context retrieval. */\n  urlContext?: UrlContext;\n  /** Optional. CodeExecution tool type. Enables the model to execute code as part of generation. This field is only used by the Gemini Developer API services. */\n  codeExecution?: ToolCodeExecution;\n}\n\n/** Function calling config. */\nexport declare interface FunctionCallingConfig {\n  /** Optional. Function calling mode. */\n  mode?: FunctionCallingConfigMode;\n  /** Optional. Function names to call. Only set when the Mode is ANY. Function names should match [FunctionDeclaration.name]. With mode set to ANY, model will predict a function call from the set of function names provided. */\n  allowedFunctionNames?: string[];\n}\n\n/** An object that represents a latitude/longitude pair.\n\n  This is expressed as a pair of doubles to represent degrees latitude and\n  degrees longitude. Unless specified otherwise, this object must conform to the\n  <a href=\"https://en.wikipedia.org/wiki/World_Geodetic_System#1984_version\">\n  WGS84 standard</a>. Values must be within normalized ranges.\n   */\nexport declare interface LatLng {\n  /** The latitude in degrees. It must be in the range [-90.0, +90.0]. */\n  latitude?: number;\n  /** The longitude in degrees. It must be in the range [-180.0, +180.0] */\n  longitude?: number;\n}\n\n/** Retrieval config.\n */\nexport declare interface RetrievalConfig {\n  /** Optional. The location of the user. */\n  latLng?: LatLng;\n}\n\n/** Tool config.\n\n  This config is shared for all tools provided in the request.\n   */\nexport declare interface ToolConfig {\n  /** Optional. Function calling config. */\n  functionCallingConfig?: FunctionCallingConfig;\n  /** Optional. Retrieval config. */\n  retrievalConfig?: RetrievalConfig;\n}\n\n/** The configuration for the prebuilt speaker to use. */\nexport declare interface PrebuiltVoiceConfig {\n  /** The name of the prebuilt voice to use. */\n  voiceName?: string;\n}\n\n/** The configuration for the voice to use. */\nexport declare interface VoiceConfig {\n  /** The configuration for the speaker to use.\n   */\n  prebuiltVoiceConfig?: PrebuiltVoiceConfig;\n}\n\n/** The configuration for the speaker to use. */\nexport declare interface SpeakerVoiceConfig {\n  /** The name of the speaker to use. Should be the same as in the\n          prompt. */\n  speaker?: string;\n  /** The configuration for the voice to use. */\n  voiceConfig?: VoiceConfig;\n}\n\n/** The configuration for the multi-speaker setup. */\nexport declare interface MultiSpeakerVoiceConfig {\n  /** The configuration for the speaker to use. */\n  speakerVoiceConfigs?: SpeakerVoiceConfig[];\n}\n\n/** The speech generation configuration. */\nexport declare interface SpeechConfig {\n  /** The configuration for the speaker to use.\n   */\n  voiceConfig?: VoiceConfig;\n  /** The configuration for the multi-speaker setup.\n          It is mutually exclusive with the voice_config field.\n           */\n  multiSpeakerVoiceConfig?: MultiSpeakerVoiceConfig;\n  /** Language code (ISO 639. e.g. en-US) for the speech synthesization.\n      Only available for Live API.\n       */\n  languageCode?: string;\n}\n\n/** The configuration for automatic function calling. */\nexport declare interface AutomaticFunctionCallingConfig {\n  /** Whether to disable automatic function calling.\n      If not set or set to False, will enable automatic function calling.\n      If set to True, will disable automatic function calling.\n       */\n  disable?: boolean;\n  /** If automatic function calling is enabled,\n      maximum number of remote calls for automatic function calling.\n      This number should be a positive integer.\n      If not set, SDK will set maximum number of remote calls to 10.\n       */\n  maximumRemoteCalls?: number;\n  /** If automatic function calling is enabled,\n      whether to ignore call history to the response.\n      If not set, SDK will set ignore_call_history to false,\n      and will append the call history to\n      GenerateContentResponse.automatic_function_calling_history.\n       */\n  ignoreCallHistory?: boolean;\n}\n\n/** The thinking features configuration. */\nexport declare interface ThinkingConfig {\n  /** Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.\n   */\n  includeThoughts?: boolean;\n  /** Indicates the thinking budget in tokens.\n   */\n  thinkingBudget?: number;\n}\n\n/** When automated routing is specified, the routing will be determined by the pretrained routing model and customer provided model routing preference. */\nexport declare interface GenerationConfigRoutingConfigAutoRoutingMode {\n  /** The model routing preference. */\n  modelRoutingPreference?:\n    | 'UNKNOWN'\n    | 'PRIORITIZE_QUALITY'\n    | 'BALANCED'\n    | 'PRIORITIZE_COST';\n}\n\n/** When manual routing is set, the specified model will be used directly. */\nexport declare interface GenerationConfigRoutingConfigManualRoutingMode {\n  /** The model name to use. Only the public LLM models are accepted. e.g. 'gemini-1.5-pro-001'. */\n  modelName?: string;\n}\n\n/** The configuration for routing the request to a specific model. */\nexport declare interface GenerationConfigRoutingConfig {\n  /** Automated routing. */\n  autoMode?: GenerationConfigRoutingConfigAutoRoutingMode;\n  /** Manual routing. */\n  manualMode?: GenerationConfigRoutingConfigManualRoutingMode;\n}\n\n/** Optional model configuration parameters.\n\n  For more information, see `Content generation parameters\n  <https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters>`_.\n   */\nexport declare interface GenerateContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Instructions for the model to steer it toward better performance.\n      For example, \"Answer as concisely as possible\" or \"Don't use technical\n      terms in your response\".\n       */\n  systemInstruction?: ContentUnion;\n  /** Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n       */\n  temperature?: number;\n  /** Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n       */\n  topP?: number;\n  /** For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n       */\n  topK?: number;\n  /** Number of response variations to return.\n   */\n  candidateCount?: number;\n  /** Maximum number of tokens that can be generated in the response.\n   */\n  maxOutputTokens?: number;\n  /** List of strings that tells the model to stop generating text if one\n      of the strings is encountered in the response.\n       */\n  stopSequences?: string[];\n  /** Whether to return the log probabilities of the tokens that were\n      chosen by the model at each step.\n       */\n  responseLogprobs?: boolean;\n  /** Number of top candidate tokens to return the log probabilities for\n      at each generation step.\n       */\n  logprobs?: number;\n  /** Positive values penalize tokens that already appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n       */\n  presencePenalty?: number;\n  /** Positive values penalize tokens that repeatedly appear in the\n      generated text, increasing the probability of generating more diverse\n      content.\n       */\n  frequencyPenalty?: number;\n  /** When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n       */\n  seed?: number;\n  /** Output response mimetype of the generated candidate text.\n      Supported mimetype:\n        - `text/plain`: (default) Text output.\n        - `application/json`: JSON response in the candidates.\n      The model needs to be prompted to output the appropriate response type,\n      otherwise the behavior is undefined.\n      This is a preview feature.\n       */\n  responseMimeType?: string;\n  /** The `Schema` object allows the definition of input and output data types.\n      These types can be objects, but also primitives and arrays.\n      Represents a select subset of an [OpenAPI 3.0 schema\n      object](https://spec.openapis.org/oas/v3.0.3#schema).\n      If set, a compatible response_mime_type must also be set.\n      Compatible mimetypes: `application/json`: Schema for JSON response.\n       */\n  responseSchema?: SchemaUnion;\n  /** Configuration for model router requests.\n   */\n  routingConfig?: GenerationConfigRoutingConfig;\n  /** Configuration for model selection.\n   */\n  modelSelectionConfig?: ModelSelectionConfig;\n  /** Safety settings in the request to block unsafe content in the\n      response.\n       */\n  safetySettings?: SafetySetting[];\n  /** Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n       */\n  tools?: ToolListUnion;\n  /** Associates model output to a specific function call.\n   */\n  toolConfig?: ToolConfig;\n  /** Labels with user-defined metadata to break down billed charges. */\n  labels?: Record<string, string>;\n  /** Resource name of a context cache that can be used in subsequent\n      requests.\n       */\n  cachedContent?: string;\n  /** The requested modalities of the response. Represents the set of\n      modalities that the model can return.\n       */\n  responseModalities?: string[];\n  /** If specified, the media resolution specified will be used.\n   */\n  mediaResolution?: MediaResolution;\n  /** The speech generation configuration.\n   */\n  speechConfig?: SpeechConfigUnion;\n  /** If enabled, audio timestamp will be included in the request to the\n       model.\n       */\n  audioTimestamp?: boolean;\n  /** The configuration for automatic function calling.\n   */\n  automaticFunctionCalling?: AutomaticFunctionCallingConfig;\n  /** The thinking features configuration.\n   */\n  thinkingConfig?: ThinkingConfig;\n}\n\n/** Config for models.generate_content parameters. */\nexport declare interface GenerateContentParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Content of the request.\n   */\n  contents: ContentListUnion;\n  /** Configuration that contains optional model parameters.\n   */\n  config?: GenerateContentConfig;\n}\n\n/** Represents a whole or partial calendar date, such as a birthday. The time of day and time zone are either specified elsewhere or are insignificant. The date is relative to the Gregorian Calendar. This can represent one of the following: * A full date, with non-zero year, month, and day values. * A month and day, with a zero year (for example, an anniversary). * A year on its own, with a zero month and a zero day. * A year and month, with a zero day (for example, a credit card expiration date). Related types: * google.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp */\nexport declare interface GoogleTypeDate {\n  /** Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn't significant. */\n  day?: number;\n  /** Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day. */\n  month?: number;\n  /** Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year. */\n  year?: number;\n}\n\n/** Source attributions for content. */\nexport declare interface Citation {\n  /** Output only. End index into the content. */\n  endIndex?: number;\n  /** Output only. License of the attribution. */\n  license?: string;\n  /** Output only. Publication date of the attribution. */\n  publicationDate?: GoogleTypeDate;\n  /** Output only. Start index into the content. */\n  startIndex?: number;\n  /** Output only. Title of the attribution. */\n  title?: string;\n  /** Output only. Url reference of the attribution. */\n  uri?: string;\n}\n\n/** Citation information when the model quotes another source. */\nexport declare interface CitationMetadata {\n  /** Contains citation information when the model directly quotes, at\n      length, from another source. Can include traditional websites and code\n      repositories.\n       */\n  citations?: Citation[];\n}\n\n/** Context for a single url retrieval. */\nexport declare interface UrlMetadata {\n  /** The URL retrieved by the tool. */\n  retrievedUrl?: string;\n  /** Status of the url retrieval. */\n  urlRetrievalStatus?: UrlRetrievalStatus;\n}\n\n/** Metadata related to url context retrieval tool. */\nexport declare interface UrlContextMetadata {\n  /** List of url context. */\n  urlMetadata?: UrlMetadata[];\n}\n\n/** Chunk from context retrieved by the retrieval tools. */\nexport declare interface GroundingChunkRetrievedContext {\n  /** Text of the attribution. */\n  text?: string;\n  /** Title of the attribution. */\n  title?: string;\n  /** URI reference of the attribution. */\n  uri?: string;\n}\n\n/** Chunk from the web. */\nexport declare interface GroundingChunkWeb {\n  /** Domain of the (original) URI. */\n  domain?: string;\n  /** Title of the chunk. */\n  title?: string;\n  /** URI reference of the chunk. */\n  uri?: string;\n}\n\n/** Grounding chunk. */\nexport declare interface GroundingChunk {\n  /** Grounding chunk from context retrieved by the retrieval tools. */\n  retrievedContext?: GroundingChunkRetrievedContext;\n  /** Grounding chunk from the web. */\n  web?: GroundingChunkWeb;\n}\n\n/** Segment of the content. */\nexport declare interface Segment {\n  /** Output only. End index in the given Part, measured in bytes. Offset from the start of the Part, exclusive, starting at zero. */\n  endIndex?: number;\n  /** Output only. The index of a Part object within its parent Content object. */\n  partIndex?: number;\n  /** Output only. Start index in the given Part, measured in bytes. Offset from the start of the Part, inclusive, starting at zero. */\n  startIndex?: number;\n  /** Output only. The text corresponding to the segment from the response. */\n  text?: string;\n}\n\n/** Grounding support. */\nexport declare interface GroundingSupport {\n  /** Confidence score of the support references. Ranges from 0 to 1. 1 is the most confident. This list must have the same size as the grounding_chunk_indices. */\n  confidenceScores?: number[];\n  /** A list of indices (into 'grounding_chunk') specifying the citations associated with the claim. For instance [1,3,4] means that grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the retrieved content attributed to the claim. */\n  groundingChunkIndices?: number[];\n  /** Segment of the content this support belongs to. */\n  segment?: Segment;\n}\n\n/** Metadata related to retrieval in the grounding flow. */\nexport declare interface RetrievalMetadata {\n  /** Optional. Score indicating how likely information from Google Search could help answer the prompt. The score is in the range `[0, 1]`, where 0 is the least likely and 1 is the most likely. This score is only populated when Google Search grounding and dynamic retrieval is enabled. It will be compared to the threshold to determine whether to trigger Google Search. */\n  googleSearchDynamicRetrievalScore?: number;\n}\n\n/** Google search entry point. */\nexport declare interface SearchEntryPoint {\n  /** Optional. Web content snippet that can be embedded in a web page or an app webview. */\n  renderedContent?: string;\n  /** Optional. Base64 encoded JSON representing array of tuple. */\n  sdkBlob?: string;\n}\n\n/** Metadata returned to client when grounding is enabled. */\nexport declare interface GroundingMetadata {\n  /** List of supporting references retrieved from specified grounding source. */\n  groundingChunks?: GroundingChunk[];\n  /** Optional. List of grounding support. */\n  groundingSupports?: GroundingSupport[];\n  /** Optional. Output only. Retrieval metadata. */\n  retrievalMetadata?: RetrievalMetadata;\n  /** Optional. Queries executed by the retrieval tools. */\n  retrievalQueries?: string[];\n  /** Optional. Google search entry for the following-up web searches. */\n  searchEntryPoint?: SearchEntryPoint;\n  /** Optional. Web search queries for the following-up web search. */\n  webSearchQueries?: string[];\n}\n\n/** Candidate for the logprobs token and score. */\nexport declare interface LogprobsResultCandidate {\n  /** The candidate's log probability. */\n  logProbability?: number;\n  /** The candidate's token string value. */\n  token?: string;\n  /** The candidate's token id value. */\n  tokenId?: number;\n}\n\n/** Candidates with top log probabilities at each decoding step. */\nexport declare interface LogprobsResultTopCandidates {\n  /** Sorted by log probability in descending order. */\n  candidates?: LogprobsResultCandidate[];\n}\n\n/** Logprobs Result */\nexport declare interface LogprobsResult {\n  /** Length = total number of decoding steps. The chosen candidates may or may not be in top_candidates. */\n  chosenCandidates?: LogprobsResultCandidate[];\n  /** Length = total number of decoding steps. */\n  topCandidates?: LogprobsResultTopCandidates[];\n}\n\n/** Safety rating corresponding to the generated content. */\nexport declare interface SafetyRating {\n  /** Output only. Indicates whether the content was filtered out because of this rating. */\n  blocked?: boolean;\n  /** Output only. Harm category. */\n  category?: HarmCategory;\n  /** Output only. Harm probability levels in the content. */\n  probability?: HarmProbability;\n  /** Output only. Harm probability score. */\n  probabilityScore?: number;\n  /** Output only. Harm severity levels in the content. */\n  severity?: HarmSeverity;\n  /** Output only. Harm severity score. */\n  severityScore?: number;\n}\n\n/** A response candidate generated from the model. */\nexport declare interface Candidate {\n  /** Contains the multi-part content of the response.\n   */\n  content?: Content;\n  /** Source attribution of the generated content.\n   */\n  citationMetadata?: CitationMetadata;\n  /** Describes the reason the model stopped generating tokens.\n   */\n  finishMessage?: string;\n  /** Number of tokens for this candidate.\n   */\n  tokenCount?: number;\n  /** The reason why the model stopped generating tokens.\n      If empty, the model has not stopped generating the tokens.\n       */\n  finishReason?: FinishReason;\n  /** Metadata related to url context retrieval tool. */\n  urlContextMetadata?: UrlContextMetadata;\n  /** Output only. Average log probability score of the candidate. */\n  avgLogprobs?: number;\n  /** Output only. Metadata specifies sources used to ground generated content. */\n  groundingMetadata?: GroundingMetadata;\n  /** Output only. Index of the candidate. */\n  index?: number;\n  /** Output only. Log-likelihood scores for the response tokens and top tokens */\n  logprobsResult?: LogprobsResult;\n  /** Output only. List of ratings for the safety of a response candidate. There is at most one rating per category. */\n  safetyRatings?: SafetyRating[];\n}\n\n/** Content filter results for a prompt sent in the request. */\nexport class GenerateContentResponsePromptFeedback {\n  /** Output only. Blocked reason. */\n  blockReason?: BlockedReason;\n  /** Output only. A readable block reason message. */\n  blockReasonMessage?: string;\n  /** Output only. Safety ratings. */\n  safetyRatings?: SafetyRating[];\n}\n\n/** Represents token counting info for a single modality. */\nexport declare interface ModalityTokenCount {\n  /** The modality associated with this token count. */\n  modality?: MediaModality;\n  /** Number of tokens. */\n  tokenCount?: number;\n}\n\n/** Usage metadata about response(s). */\nexport class GenerateContentResponseUsageMetadata {\n  /** Output only. List of modalities of the cached content in the request input. */\n  cacheTokensDetails?: ModalityTokenCount[];\n  /** Output only. Number of tokens in the cached part in the input (the cached content). */\n  cachedContentTokenCount?: number;\n  /** Number of tokens in the response(s). */\n  candidatesTokenCount?: number;\n  /** Output only. List of modalities that were returned in the response. */\n  candidatesTokensDetails?: ModalityTokenCount[];\n  /** Number of tokens in the request. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content. */\n  promptTokenCount?: number;\n  /** Output only. List of modalities that were processed in the request input. */\n  promptTokensDetails?: ModalityTokenCount[];\n  /** Output only. Number of tokens present in thoughts output. */\n  thoughtsTokenCount?: number;\n  /** Output only. Number of tokens present in tool-use prompt(s). */\n  toolUsePromptTokenCount?: number;\n  /** Output only. List of modalities that were processed for tool-use request inputs. */\n  toolUsePromptTokensDetails?: ModalityTokenCount[];\n  /** Total token count for prompt, response candidates, and tool-use prompts (if present). */\n  totalTokenCount?: number;\n  /** Output only. Traffic type. This shows whether a request consumes Pay-As-You-Go or Provisioned Throughput quota. */\n  trafficType?: TrafficType;\n}\n\n/** Response message for PredictionService.GenerateContent. */\nexport class GenerateContentResponse {\n  /** Response variations returned by the model.\n   */\n  candidates?: Candidate[];\n  /** Timestamp when the request is made to the server.\n   */\n  createTime?: string;\n  /** Identifier for each response.\n   */\n  responseId?: string;\n  /** The history of automatic function calling.\n   */\n  automaticFunctionCallingHistory?: Content[];\n  /** Output only. The model version used to generate the response. */\n  modelVersion?: string;\n  /** Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations. */\n  promptFeedback?: GenerateContentResponsePromptFeedback;\n  /** Usage metadata about the response(s). */\n  usageMetadata?: GenerateContentResponseUsageMetadata;\n  /**\n   * Returns the concatenation of all text parts from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the text from the first\n   * one will be returned.\n   * If there are non-text parts in the response, the concatenation of all text\n   * parts will be returned, and a warning will be logged.\n   * If there are thought parts in the response, the concatenation of all text\n   * parts excluding the thought parts will be returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'Why is the sky blue?',\n   * });\n   *\n   * console.debug(response.text);\n   * ```\n   */\n  get text(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning text from the first one.',\n      );\n    }\n    let text = '';\n    let anyTextPartText = false;\n    const nonTextParts = [];\n    for (const part of this.candidates?.[0]?.content?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'text' &&\n          fieldName !== 'thought' &&\n          (fieldValue !== null || fieldValue !== undefined)\n        ) {\n          nonTextParts.push(fieldName);\n        }\n      }\n      if (typeof part.text === 'string') {\n        if (typeof part.thought === 'boolean' && part.thought) {\n          continue;\n        }\n        anyTextPartText = true;\n        text += part.text;\n      }\n    }\n    if (nonTextParts.length > 0) {\n      console.warn(\n        `there are non-text parts ${nonTextParts} in the response, returning concatenation of all text parts. Please refer to the non text parts for a full response from model.`,\n      );\n    }\n    // part.text === '' is different from part.text is null\n    return anyTextPartText ? text : undefined;\n  }\n\n  /**\n   * Returns the concatenation of all inline data parts from the first candidate\n   * in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the inline data from the\n   * first one will be returned. If there are non-inline data parts in the\n   * response, the concatenation of all inline data parts will be returned, and\n   * a warning will be logged.\n   */\n  get data(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning data from the first one.',\n      );\n    }\n    let data = '';\n    const nonDataParts = [];\n    for (const part of this.candidates?.[0]?.content?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'inlineData' &&\n          (fieldValue !== null || fieldValue !== undefined)\n        ) {\n          nonDataParts.push(fieldName);\n        }\n      }\n      if (part.inlineData && typeof part.inlineData.data === 'string') {\n        data += atob(part.inlineData.data);\n      }\n    }\n    if (nonDataParts.length > 0) {\n      console.warn(\n        `there are non-data parts ${nonDataParts} in the response, returning concatenation of all data parts. Please refer to the non data parts for a full response from model.`,\n      );\n    }\n    return data.length > 0 ? btoa(data) : undefined;\n  }\n\n  /**\n   * Returns the function calls from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the function calls from\n   * the first one will be returned.\n   * If there are no function calls in the response, undefined will be returned.\n   *\n   * @example\n   * ```ts\n   * const controlLightFunctionDeclaration: FunctionDeclaration = {\n   *   name: 'controlLight',\n   *   parameters: {\n   *   type: Type.OBJECT,\n   *   description: 'Set the brightness and color temperature of a room light.',\n   *   properties: {\n   *     brightness: {\n   *       type: Type.NUMBER,\n   *       description:\n   *         'Light level from 0 to 100. Zero is off and 100 is full brightness.',\n   *     },\n   *     colorTemperature: {\n   *       type: Type.STRING,\n   *       description:\n   *         'Color temperature of the light fixture which can be `daylight`, `cool` or `warm`.',\n   *     },\n   *   },\n   *   required: ['brightness', 'colorTemperature'],\n   *  };\n   *  const response = await ai.models.generateContent({\n   *     model: 'gemini-2.0-flash',\n   *     contents: 'Dim the lights so the room feels cozy and warm.',\n   *     config: {\n   *       tools: [{functionDeclarations: [controlLightFunctionDeclaration]}],\n   *       toolConfig: {\n   *         functionCallingConfig: {\n   *           mode: FunctionCallingConfigMode.ANY,\n   *           allowedFunctionNames: ['controlLight'],\n   *         },\n   *       },\n   *     },\n   *   });\n   *  console.debug(JSON.stringify(response.functionCalls));\n   * ```\n   */\n  get functionCalls(): FunctionCall[] | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning function calls from the first one.',\n      );\n    }\n    const functionCalls = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.functionCall)\n      .map((part) => part.functionCall)\n      .filter(\n        (functionCall): functionCall is FunctionCall =>\n          functionCall !== undefined,\n      );\n    if (functionCalls?.length === 0) {\n      return undefined;\n    }\n    return functionCalls;\n  }\n  /**\n   * Returns the first executable code from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the executable code from\n   * the first one will be returned.\n   * If there are no executable code in the response, undefined will be\n   * returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'What is the sum of the first 50 prime numbers? Generate and run code for the calculation, and make sure you get all 50.'\n   *   config: {\n   *     tools: [{codeExecution: {}}],\n   *   },\n   * });\n   *\n   * console.debug(response.executableCode);\n   * ```\n   */\n  get executableCode(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning executable code from the first one.',\n      );\n    }\n    const executableCode = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.executableCode)\n      .map((part) => part.executableCode)\n      .filter(\n        (executableCode): executableCode is ExecutableCode =>\n          executableCode !== undefined,\n      );\n    if (executableCode?.length === 0) {\n      return undefined;\n    }\n\n    return executableCode?.[0]?.code;\n  }\n  /**\n   * Returns the first code execution result from the first candidate in the response.\n   *\n   * @remarks\n   * If there are multiple candidates in the response, the code execution result from\n   * the first one will be returned.\n   * If there are no code execution result in the response, undefined will be returned.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents:\n   *     'What is the sum of the first 50 prime numbers? Generate and run code for the calculation, and make sure you get all 50.'\n   *   config: {\n   *     tools: [{codeExecution: {}}],\n   *   },\n   * });\n   *\n   * console.debug(response.codeExecutionResult);\n   * ```\n   */\n  get codeExecutionResult(): string | undefined {\n    if (this.candidates?.[0]?.content?.parts?.length === 0) {\n      return undefined;\n    }\n    if (this.candidates && this.candidates.length > 1) {\n      console.warn(\n        'there are multiple candidates in the response, returning code execution result from the first one.',\n      );\n    }\n    const codeExecutionResult = this.candidates?.[0]?.content?.parts\n      ?.filter((part) => part.codeExecutionResult)\n      .map((part) => part.codeExecutionResult)\n      .filter(\n        (codeExecutionResult): codeExecutionResult is CodeExecutionResult =>\n          codeExecutionResult !== undefined,\n      );\n    if (codeExecutionResult?.length === 0) {\n      return undefined;\n    }\n    return codeExecutionResult?.[0]?.output;\n  }\n}\n\nexport type ReferenceImage =\n  | RawReferenceImage\n  | MaskReferenceImage\n  | ControlReferenceImage\n  | StyleReferenceImage\n  | SubjectReferenceImage;\n\n/** Parameters for the request to edit an image. */\nexport declare interface EditImageParameters {\n  /** The model to use. */\n  model: string;\n  /** A text description of the edit to apply to the image. */\n  prompt: string;\n  /** The reference images for Imagen 3 editing. */\n  referenceImages: ReferenceImage[];\n  /** Configuration for editing. */\n  config?: EditImageConfig;\n}\n\n/** Optional parameters for the embed_content method. */\nexport declare interface EmbedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Type of task for which the embedding will be used.\n   */\n  taskType?: string;\n  /** Title for the text. Only applicable when TaskType is\n      `RETRIEVAL_DOCUMENT`.\n       */\n  title?: string;\n  /** Reduced dimension for the output embedding. If set,\n      excessive values in the output embedding are truncated from the end.\n      Supported by newer models since 2024 only. You cannot set this value if\n      using the earlier model (`models/embedding-001`).\n       */\n  outputDimensionality?: number;\n  /** Vertex API only. The MIME type of the input.\n   */\n  mimeType?: string;\n  /** Vertex API only. Whether to silently truncate inputs longer than\n      the max sequence length. If this option is set to false, oversized inputs\n      will lead to an INVALID_ARGUMENT error, similar to other text APIs.\n       */\n  autoTruncate?: boolean;\n}\n\n/** Parameters for the embed_content method. */\nexport declare interface EmbedContentParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** The content to embed. Only the `parts.text` fields will be counted.\n   */\n  contents: ContentListUnion;\n  /** Configuration that contains optional parameters.\n   */\n  config?: EmbedContentConfig;\n}\n\n/** Statistics of the input text associated with the result of content embedding. */\nexport declare interface ContentEmbeddingStatistics {\n  /** Vertex API only. If the input text was truncated due to having\n      a length longer than the allowed maximum input.\n       */\n  truncated?: boolean;\n  /** Vertex API only. Number of tokens of the input text.\n   */\n  tokenCount?: number;\n}\n\n/** The embedding generated from an input content. */\nexport declare interface ContentEmbedding {\n  /** A list of floats representing an embedding.\n   */\n  values?: number[];\n  /** Vertex API only. Statistics of the input text associated with this\n      embedding.\n       */\n  statistics?: ContentEmbeddingStatistics;\n}\n\n/** Request-level metadata for the Vertex Embed Content API. */\nexport declare interface EmbedContentMetadata {\n  /** Vertex API only. The total number of billable characters included\n      in the request.\n       */\n  billableCharacterCount?: number;\n}\n\n/** Response for the embed_content method. */\nexport class EmbedContentResponse {\n  /** The embeddings for each request, in the same order as provided in\n      the batch request.\n       */\n  embeddings?: ContentEmbedding[];\n  /** Vertex API only. Metadata about the request.\n   */\n  metadata?: EmbedContentMetadata;\n}\n\n/** The config for generating an images. */\nexport declare interface GenerateImagesConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage URI used to store the generated images.\n   */\n  outputGcsUri?: string;\n  /** Description of what to discourage in the generated images.\n   */\n  negativePrompt?: string;\n  /** Number of images to generate.\n   */\n  numberOfImages?: number;\n  /** Aspect ratio of the generated images.\n   */\n  aspectRatio?: string;\n  /** Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.\n       */\n  guidanceScale?: number;\n  /** Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.\n       */\n  seed?: number;\n  /** Filter level for safety filtering.\n   */\n  safetyFilterLevel?: SafetyFilterLevel;\n  /** Allows generation of people by the model.\n   */\n  personGeneration?: PersonGeneration;\n  /** Whether to report the safety scores of each generated image and\n      the positive prompt in the response.\n       */\n  includeSafetyAttributes?: boolean;\n  /** Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.\n       */\n  includeRaiReason?: boolean;\n  /** Language of the text in the prompt.\n   */\n  language?: ImagePromptLanguage;\n  /** MIME type of the generated image.\n   */\n  outputMimeType?: string;\n  /** Compression quality of the generated image (for ``image/jpeg``\n      only).\n       */\n  outputCompressionQuality?: number;\n  /** Whether to add a watermark to the generated images.\n   */\n  addWatermark?: boolean;\n  /** Whether to use the prompt rewriting logic.\n   */\n  enhancePrompt?: boolean;\n}\n\n/** The parameters for generating images. */\nexport declare interface GenerateImagesParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Text prompt that typically describes the images to output.\n   */\n  prompt: string;\n  /** Configuration for generating images.\n   */\n  config?: GenerateImagesConfig;\n}\n\n/** An image. */\nexport declare interface Image {\n  /** The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.\n       */\n  gcsUri?: string;\n  /** The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.\n       */\n  imageBytes?: string;\n  /** The MIME type of the image. */\n  mimeType?: string;\n}\n\n/** Safety attributes of a GeneratedImage or the user-provided prompt. */\nexport declare interface SafetyAttributes {\n  /** List of RAI categories.\n   */\n  categories?: string[];\n  /** List of scores of each categories.\n   */\n  scores?: number[];\n  /** Internal use only.\n   */\n  contentType?: string;\n}\n\n/** An output image. */\nexport declare interface GeneratedImage {\n  /** The output image data.\n   */\n  image?: Image;\n  /** Responsible AI filter reason if the image is filtered out of the\n      response.\n       */\n  raiFilteredReason?: string;\n  /** Safety attributes of the image. Lists of RAI categories and their\n      scores of each content.\n       */\n  safetyAttributes?: SafetyAttributes;\n  /** The rewritten prompt used for the image generation if the prompt\n      enhancer is enabled.\n       */\n  enhancedPrompt?: string;\n}\n\n/** The output images response. */\nexport class GenerateImagesResponse {\n  /** List of generated images.\n   */\n  generatedImages?: GeneratedImage[];\n  /** Safety attributes of the positive prompt. Only populated if\n      ``include_safety_attributes`` is set to True.\n       */\n  positivePromptSafetyAttributes?: SafetyAttributes;\n}\n\n/** Configuration for a Mask reference image. */\nexport declare interface MaskReferenceConfig {\n  /** Prompts the model to generate a mask instead of you needing to\n      provide one (unless MASK_MODE_USER_PROVIDED is used). */\n  maskMode?: MaskReferenceMode;\n  /** A list of up to 5 class ids to use for semantic segmentation.\n      Automatically creates an image mask based on specific objects. */\n  segmentationClasses?: number[];\n  /** Dilation percentage of the mask provided.\n      Float between 0 and 1. */\n  maskDilation?: number;\n}\n\n/** Configuration for a Control reference image. */\nexport declare interface ControlReferenceConfig {\n  /** The type of control reference image to use. */\n  controlType?: ControlReferenceType;\n  /** Defaults to False. When set to True, the control image will be\n      computed by the model based on the control type. When set to False,\n      the control image must be provided by the user. */\n  enableControlImageComputation?: boolean;\n}\n\n/** Configuration for a Style reference image. */\nexport declare interface StyleReferenceConfig {\n  /** A text description of the style to use for the generated image. */\n  styleDescription?: string;\n}\n\n/** Configuration for a Subject reference image. */\nexport declare interface SubjectReferenceConfig {\n  /** The subject type of a subject reference image. */\n  subjectType?: SubjectReferenceType;\n  /** Subject description for the image. */\n  subjectDescription?: string;\n}\n\n/** Configuration for editing an image. */\nexport declare interface EditImageConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage URI used to store the generated images.\n   */\n  outputGcsUri?: string;\n  /** Description of what to discourage in the generated images.\n   */\n  negativePrompt?: string;\n  /** Number of images to generate.\n   */\n  numberOfImages?: number;\n  /** Aspect ratio of the generated images.\n   */\n  aspectRatio?: string;\n  /** Controls how much the model adheres to the text prompt. Large\n      values increase output and prompt alignment, but may compromise image\n      quality.\n       */\n  guidanceScale?: number;\n  /** Random seed for image generation. This is not available when\n      ``add_watermark`` is set to true.\n       */\n  seed?: number;\n  /** Filter level for safety filtering.\n   */\n  safetyFilterLevel?: SafetyFilterLevel;\n  /** Allows generation of people by the model.\n   */\n  personGeneration?: PersonGeneration;\n  /** Whether to report the safety scores of each generated image and\n      the positive prompt in the response.\n       */\n  includeSafetyAttributes?: boolean;\n  /** Whether to include the Responsible AI filter reason if the image\n      is filtered out of the response.\n       */\n  includeRaiReason?: boolean;\n  /** Language of the text in the prompt.\n   */\n  language?: ImagePromptLanguage;\n  /** MIME type of the generated image.\n   */\n  outputMimeType?: string;\n  /** Compression quality of the generated image (for ``image/jpeg``\n      only).\n       */\n  outputCompressionQuality?: number;\n  /** Describes the editing mode for the request. */\n  editMode?: EditMode;\n  /** The number of sampling steps. A higher value has better image\n      quality, while a lower value has better latency. */\n  baseSteps?: number;\n}\n\n/** Response for the request to edit an image. */\nexport class EditImageResponse {\n  /** Generated images. */\n  generatedImages?: GeneratedImage[];\n}\n\nexport class UpscaleImageResponse {\n  /** Generated images. */\n  generatedImages?: GeneratedImage[];\n}\n\n/** Optional parameters for models.get method. */\nexport declare interface GetModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\nexport declare interface GetModelParameters {\n  model: string;\n  /** Optional parameters for the request. */\n  config?: GetModelConfig;\n}\n\n/** An endpoint where you deploy models. */\nexport declare interface Endpoint {\n  /** Resource name of the endpoint. */\n  name?: string;\n  /** ID of the model that's deployed to the endpoint. */\n  deployedModelId?: string;\n}\n\n/** A tuned machine learning model. */\nexport declare interface TunedModelInfo {\n  /** ID of the base model that you want to tune. */\n  baseModel?: string;\n  /** Date and time when the base model was created. */\n  createTime?: string;\n  /** Date and time when the base model was last updated. */\n  updateTime?: string;\n}\n\n/** Describes the machine learning model version checkpoint. */\nexport declare interface Checkpoint {\n  /** The ID of the checkpoint.\n   */\n  checkpointId?: string;\n  /** The epoch of the checkpoint.\n   */\n  epoch?: string;\n  /** The step of the checkpoint.\n   */\n  step?: string;\n}\n\n/** A trained machine learning model. */\nexport declare interface Model {\n  /** Resource name of the model. */\n  name?: string;\n  /** Display name of the model. */\n  displayName?: string;\n  /** Description of the model. */\n  description?: string;\n  /** Version ID of the model. A new version is committed when a new\n      model version is uploaded or trained under an existing model ID. The\n      version ID is an auto-incrementing decimal number in string\n      representation. */\n  version?: string;\n  /** List of deployed models created from this base model. Note that a\n      model could have been deployed to endpoints in different locations. */\n  endpoints?: Endpoint[];\n  /** Labels with user-defined metadata to organize your models. */\n  labels?: Record<string, string>;\n  /** Information about the tuned model from the base model. */\n  tunedModelInfo?: TunedModelInfo;\n  /** The maximum number of input tokens that the model can handle. */\n  inputTokenLimit?: number;\n  /** The maximum number of output tokens that the model can generate. */\n  outputTokenLimit?: number;\n  /** List of actions that are supported by the model. */\n  supportedActions?: string[];\n  /** The default checkpoint id of a model version.\n   */\n  defaultCheckpointId?: string;\n  /** The checkpoints of the model. */\n  checkpoints?: Checkpoint[];\n}\n\nexport declare interface ListModelsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n  filter?: string;\n  /** Set true to list base models, false to list tuned models. */\n  queryBase?: boolean;\n}\n\nexport declare interface ListModelsParameters {\n  config?: ListModelsConfig;\n}\n\nexport class ListModelsResponse {\n  nextPageToken?: string;\n  models?: Model[];\n}\n\n/** Configuration for updating a tuned model. */\nexport declare interface UpdateModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  displayName?: string;\n  description?: string;\n  defaultCheckpointId?: string;\n}\n\n/** Configuration for updating a tuned model. */\nexport declare interface UpdateModelParameters {\n  model: string;\n  config?: UpdateModelConfig;\n}\n\n/** Configuration for deleting a tuned model. */\nexport declare interface DeleteModelConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for deleting a tuned model. */\nexport declare interface DeleteModelParameters {\n  model: string;\n  /** Optional parameters for the request. */\n  config?: DeleteModelConfig;\n}\n\nexport class DeleteModelResponse {}\n\n/** Generation config. */\nexport declare interface GenerationConfig {\n  /** Optional. If enabled, audio timestamp will be included in the request to the model. */\n  audioTimestamp?: boolean;\n  /** Optional. Number of candidates to generate. */\n  candidateCount?: number;\n  /** Optional. Frequency penalties. */\n  frequencyPenalty?: number;\n  /** Optional. Logit probabilities. */\n  logprobs?: number;\n  /** Optional. The maximum number of output tokens to generate per message. */\n  maxOutputTokens?: number;\n  /** Optional. If specified, the media resolution specified will be used. */\n  mediaResolution?: MediaResolution;\n  /** Optional. Positive penalties. */\n  presencePenalty?: number;\n  /** Optional. If true, export the logprobs results in response. */\n  responseLogprobs?: boolean;\n  /** Optional. Output response mimetype of the generated candidate text. Supported mimetype: - `text/plain`: (default) Text output. - `application/json`: JSON response in the candidates. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. This is a preview feature. */\n  responseMimeType?: string;\n  /** Optional. The `Schema` object allows the definition of input and output data types. These types can be objects, but also primitives and arrays. Represents a select subset of an [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema). If set, a compatible response_mime_type must also be set. Compatible mimetypes: `application/json`: Schema for JSON response. */\n  responseSchema?: Schema;\n  /** Optional. Routing configuration. */\n  routingConfig?: GenerationConfigRoutingConfig;\n  /** Optional. Seed. */\n  seed?: number;\n  /** Optional. Stop sequences. */\n  stopSequences?: string[];\n  /** Optional. Controls the randomness of predictions. */\n  temperature?: number;\n  /** Optional. If specified, top-k sampling will be used. */\n  topK?: number;\n  /** Optional. If specified, nucleus sampling will be used. */\n  topP?: number;\n}\n\n/** Config for the count_tokens method. */\nexport declare interface CountTokensConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Instructions for the model to steer it toward better performance.\n   */\n  systemInstruction?: ContentUnion;\n  /** Code that enables the system to interact with external systems to\n      perform an action outside of the knowledge and scope of the model.\n       */\n  tools?: Tool[];\n  /** Configuration that the model uses to generate the response. Not\n      supported by the Gemini Developer API.\n       */\n  generationConfig?: GenerationConfig;\n}\n\n/** Parameters for counting tokens. */\nexport declare interface CountTokensParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Input content. */\n  contents: ContentListUnion;\n  /** Configuration for counting tokens. */\n  config?: CountTokensConfig;\n}\n\n/** Response for counting tokens. */\nexport class CountTokensResponse {\n  /** Total number of tokens. */\n  totalTokens?: number;\n  /** Number of tokens in the cached part of the prompt (the cached content). */\n  cachedContentTokenCount?: number;\n}\n\n/** Optional parameters for computing tokens. */\nexport declare interface ComputeTokensConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for computing tokens. */\nexport declare interface ComputeTokensParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** Input content. */\n  contents: ContentListUnion;\n  /** Optional parameters for the request.\n   */\n  config?: ComputeTokensConfig;\n}\n\n/** Tokens info with a list of tokens and the corresponding list of token ids. */\nexport declare interface TokensInfo {\n  /** Optional. Optional fields for the role from the corresponding Content. */\n  role?: string;\n  /** A list of token ids from the input. */\n  tokenIds?: string[];\n  /** A list of tokens from the input. */\n  tokens?: string[];\n}\n\n/** Response for computing tokens. */\nexport class ComputeTokensResponse {\n  /** Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances. */\n  tokensInfo?: TokensInfo[];\n}\n\n/** Configuration for generating videos. */\nexport declare interface GenerateVideosConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Number of output videos. */\n  numberOfVideos?: number;\n  /** The gcs bucket where to save the generated videos. */\n  outputGcsUri?: string;\n  /** Frames per second for video generation. */\n  fps?: number;\n  /** Duration of the clip for video generation in seconds. */\n  durationSeconds?: number;\n  /** The RNG seed. If RNG seed is exactly same for each request with unchanged inputs, the prediction results will be consistent. Otherwise, a random RNG seed will be used each time to produce a different result. */\n  seed?: number;\n  /** The aspect ratio for the generated video. 16:9 (landscape) and 9:16 (portrait) are supported. */\n  aspectRatio?: string;\n  /** The resolution for the generated video. 1280x720, 1920x1080 are supported. */\n  resolution?: string;\n  /** Whether allow to generate person videos, and restrict to specific ages. Supported values are: dont_allow, allow_adult. */\n  personGeneration?: string;\n  /** The pubsub topic where to publish the video generation progress. */\n  pubsubTopic?: string;\n  /** Optional field in addition to the text content. Negative prompts can be explicitly stated here to help generate the video. */\n  negativePrompt?: string;\n  /** Whether to use the prompt rewriting logic. */\n  enhancePrompt?: boolean;\n}\n\n/** Class that represents the parameters for generating an image. */\nexport declare interface GenerateVideosParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** The text prompt for generating the videos. Optional for image to video use cases. */\n  prompt?: string;\n  /** The input image for generating the videos.\n      Optional if prompt is provided. */\n  image?: Image;\n  /** Configuration for generating videos. */\n  config?: GenerateVideosConfig;\n}\n\n/** A generated video. */\nexport declare interface Video {\n  /** Path to another storage. */\n  uri?: string;\n  /** Video bytes. */\n  videoBytes?: string;\n  /** Video encoding, for example \"video/mp4\". */\n  mimeType?: string;\n}\n\n/** A generated video. */\nexport declare interface GeneratedVideo {\n  /** The output video */\n  video?: Video;\n}\n\n/** Response with generated videos. */\nexport class GenerateVideosResponse {\n  /** List of the generated videos */\n  generatedVideos?: GeneratedVideo[];\n  /** Returns if any videos were filtered due to RAI policies. */\n  raiMediaFilteredCount?: number;\n  /** Returns rai failure reasons if any. */\n  raiMediaFilteredReasons?: string[];\n}\n\n/** A video generation operation. */\nexport declare interface GenerateVideosOperation {\n  /** The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`. */\n  name?: string;\n  /** Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any. */\n  metadata?: Record<string, unknown>;\n  /** If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available. */\n  done?: boolean;\n  /** The error result of the operation in case of failure or cancellation. */\n  error?: Record<string, unknown>;\n  /** The generated videos. */\n  response?: GenerateVideosResponse;\n}\n\n/** Optional parameters for tunings.get method. */\nexport declare interface GetTuningJobConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the get method. */\nexport declare interface GetTuningJobParameters {\n  name: string;\n  /** Optional parameters for the request. */\n  config?: GetTuningJobConfig;\n}\n\n/** TunedModelCheckpoint for the Tuned Model of a Tuning Job. */\nexport declare interface TunedModelCheckpoint {\n  /** The ID of the checkpoint.\n   */\n  checkpointId?: string;\n  /** The epoch of the checkpoint.\n   */\n  epoch?: string;\n  /** The step of the checkpoint.\n   */\n  step?: string;\n  /** The Endpoint resource name that the checkpoint is deployed to.\n      Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.\n       */\n  endpoint?: string;\n}\n\nexport declare interface TunedModel {\n  /** Output only. The resource name of the TunedModel. Format: `projects/{project}/locations/{location}/models/{model}`. */\n  model?: string;\n  /** Output only. A resource name of an Endpoint. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`. */\n  endpoint?: string;\n  /** The checkpoints associated with this TunedModel.\n      This field is only populated for tuning jobs that enable intermediate\n      checkpoints. */\n  checkpoints?: TunedModelCheckpoint[];\n}\n\n/** The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by [gRPC](https://github.com/grpc). Each `Status` message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the [API Design Guide](https://cloud.google.com/apis/design/errors). */\nexport declare interface GoogleRpcStatus {\n  /** The status code, which should be an enum value of google.rpc.Code. */\n  code?: number;\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  details?: Record<string, unknown>[];\n  /** A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client. */\n  message?: string;\n}\n\n/** Hyperparameters for SFT. */\nexport declare interface SupervisedHyperParameters {\n  /** Optional. Adapter size for tuning. */\n  adapterSize?: AdapterSize;\n  /** Optional. Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: string;\n  /** Optional. Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n}\n\n/** Tuning Spec for Supervised Tuning for first party models. */\nexport declare interface SupervisedTuningSpec {\n  /** Optional. Hyperparameters for SFT. */\n  hyperParameters?: SupervisedHyperParameters;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n  /** Optional. If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. */\n  exportLastCheckpointOnly?: boolean;\n}\n\n/** Dataset bucket used to create a histogram for the distribution given a population of values. */\nexport declare interface DatasetDistributionDistributionBucket {\n  /** Output only. Number of values in the bucket. */\n  count?: string;\n  /** Output only. Left bound of the bucket. */\n  left?: number;\n  /** Output only. Right bound of the bucket. */\n  right?: number;\n}\n\n/** Distribution computed over a tuning dataset. */\nexport declare interface DatasetDistribution {\n  /** Output only. Defines the histogram bucket. */\n  buckets?: DatasetDistributionDistributionBucket[];\n  /** Output only. The maximum of the population values. */\n  max?: number;\n  /** Output only. The arithmetic mean of the values in the population. */\n  mean?: number;\n  /** Output only. The median of the values in the population. */\n  median?: number;\n  /** Output only. The minimum of the population values. */\n  min?: number;\n  /** Output only. The 5th percentile of the values in the population. */\n  p5?: number;\n  /** Output only. The 95th percentile of the values in the population. */\n  p95?: number;\n  /** Output only. Sum of a given population of values. */\n  sum?: number;\n}\n\n/** Statistics computed over a tuning dataset. */\nexport declare interface DatasetStats {\n  /** Output only. Number of billable characters in the tuning dataset. */\n  totalBillableCharacterCount?: string;\n  /** Output only. Number of tuning characters in the tuning dataset. */\n  totalTuningCharacterCount?: string;\n  /** Output only. Number of examples in the tuning dataset. */\n  tuningDatasetExampleCount?: string;\n  /** Output only. Number of tuning steps for this Tuning Job. */\n  tuningStepCount?: string;\n  /** Output only. Sample user messages in the training dataset uri. */\n  userDatasetExamples?: Content[];\n  /** Output only. Dataset distributions for the user input tokens. */\n  userInputTokenDistribution?: DatasetDistribution;\n  /** Output only. Dataset distributions for the messages per example. */\n  userMessagePerExampleDistribution?: DatasetDistribution;\n  /** Output only. Dataset distributions for the user output tokens. */\n  userOutputTokenDistribution?: DatasetDistribution;\n}\n\n/** Statistics computed for datasets used for distillation. */\nexport declare interface DistillationDataStats {\n  /** Output only. Statistics computed for the training dataset. */\n  trainingDatasetStats?: DatasetStats;\n}\n\n/** Dataset bucket used to create a histogram for the distribution given a population of values. */\nexport declare interface SupervisedTuningDatasetDistributionDatasetBucket {\n  /** Output only. Number of values in the bucket. */\n  count?: number;\n  /** Output only. Left bound of the bucket. */\n  left?: number;\n  /** Output only. Right bound of the bucket. */\n  right?: number;\n}\n\n/** Dataset distribution for Supervised Tuning. */\nexport declare interface SupervisedTuningDatasetDistribution {\n  /** Output only. Sum of a given population of values that are billable. */\n  billableSum?: string;\n  /** Output only. Defines the histogram bucket. */\n  buckets?: SupervisedTuningDatasetDistributionDatasetBucket[];\n  /** Output only. The maximum of the population values. */\n  max?: number;\n  /** Output only. The arithmetic mean of the values in the population. */\n  mean?: number;\n  /** Output only. The median of the values in the population. */\n  median?: number;\n  /** Output only. The minimum of the population values. */\n  min?: number;\n  /** Output only. The 5th percentile of the values in the population. */\n  p5?: number;\n  /** Output only. The 95th percentile of the values in the population. */\n  p95?: number;\n  /** Output only. Sum of a given population of values. */\n  sum?: string;\n}\n\n/** Tuning data statistics for Supervised Tuning. */\nexport declare interface SupervisedTuningDataStats {\n  /** Output only. Number of billable characters in the tuning dataset. */\n  totalBillableCharacterCount?: string;\n  /** Output only. Number of billable tokens in the tuning dataset. */\n  totalBillableTokenCount?: string;\n  /** The number of examples in the dataset that have been truncated by any amount. */\n  totalTruncatedExampleCount?: string;\n  /** Output only. Number of tuning characters in the tuning dataset. */\n  totalTuningCharacterCount?: string;\n  /** A partial sample of the indices (starting from 1) of the truncated examples. */\n  truncatedExampleIndices?: string[];\n  /** Output only. Number of examples in the tuning dataset. */\n  tuningDatasetExampleCount?: string;\n  /** Output only. Number of tuning steps for this Tuning Job. */\n  tuningStepCount?: string;\n  /** Output only. Sample user messages in the training dataset uri. */\n  userDatasetExamples?: Content[];\n  /** Output only. Dataset distributions for the user input tokens. */\n  userInputTokenDistribution?: SupervisedTuningDatasetDistribution;\n  /** Output only. Dataset distributions for the messages per example. */\n  userMessagePerExampleDistribution?: SupervisedTuningDatasetDistribution;\n  /** Output only. Dataset distributions for the user output tokens. */\n  userOutputTokenDistribution?: SupervisedTuningDatasetDistribution;\n}\n\n/** The tuning data statistic values for TuningJob. */\nexport declare interface TuningDataStats {\n  /** Output only. Statistics for distillation. */\n  distillationDataStats?: DistillationDataStats;\n  /** The SFT Tuning data stats. */\n  supervisedTuningDataStats?: SupervisedTuningDataStats;\n}\n\n/** Represents a customer-managed encryption key spec that can be applied to a top-level resource. */\nexport declare interface EncryptionSpec {\n  /** Required. The Cloud KMS resource identifier of the customer managed encryption key used to protect a resource. Has the form: `projects/my-project/locations/my-region/keyRings/my-kr/cryptoKeys/my-key`. The key needs to be in the same region as where the compute resource is created. */\n  kmsKeyName?: string;\n}\n\n/** Tuning spec for Partner models. */\nexport declare interface PartnerModelTuningSpec {\n  /** Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model. */\n  hyperParameters?: Record<string, unknown>;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n}\n\n/** Hyperparameters for Distillation. */\nexport declare interface DistillationHyperParameters {\n  /** Optional. Adapter size for distillation. */\n  adapterSize?: AdapterSize;\n  /** Optional. Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: string;\n  /** Optional. Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n}\n\n/** Tuning Spec for Distillation. */\nexport declare interface DistillationSpec {\n  /** The base teacher model that is being distilled, e.g., \"gemini-1.0-pro-002\". */\n  baseTeacherModel?: string;\n  /** Optional. Hyperparameters for Distillation. */\n  hyperParameters?: DistillationHyperParameters;\n  /** Required. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts. */\n  pipelineRootDirectory?: string;\n  /** The student model that is being tuned, e.g., \"google/gemma-2b-1.1-it\". */\n  studentModel?: string;\n  /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDatasetUri?: string;\n  /** The resource name of the Tuned teacher model. Format: `projects/{project}/locations/{location}/models/{model}`. */\n  tunedTeacherModelSource?: string;\n  /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDatasetUri?: string;\n}\n\n/** A tuning job. */\nexport declare interface TuningJob {\n  /** Output only. Identifier. Resource name of a TuningJob. Format: `projects/{project}/locations/{location}/tuningJobs/{tuning_job}` */\n  name?: string;\n  /** Output only. The detailed state of the job. */\n  state?: JobState;\n  /** Output only. Time when the TuningJob was created. */\n  createTime?: string;\n  /** Output only. Time when the TuningJob for the first time entered the `JOB_STATE_RUNNING` state. */\n  startTime?: string;\n  /** Output only. Time when the TuningJob entered any of the following JobStates: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`, `JOB_STATE_EXPIRED`. */\n  endTime?: string;\n  /** Output only. Time when the TuningJob was most recently updated. */\n  updateTime?: string;\n  /** Output only. Only populated when job's state is `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`. */\n  error?: GoogleRpcStatus;\n  /** Optional. The description of the TuningJob. */\n  description?: string;\n  /** The base model that is being tuned, e.g., \"gemini-1.0-pro-002\". . */\n  baseModel?: string;\n  /** Output only. The tuned model resources associated with this TuningJob. */\n  tunedModel?: TunedModel;\n  /** Tuning Spec for Supervised Fine Tuning. */\n  supervisedTuningSpec?: SupervisedTuningSpec;\n  /** Output only. The tuning data statistics associated with this TuningJob. */\n  tuningDataStats?: TuningDataStats;\n  /** Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with the provided encryption key. */\n  encryptionSpec?: EncryptionSpec;\n  /** Tuning Spec for open sourced and third party Partner models. */\n  partnerModelTuningSpec?: PartnerModelTuningSpec;\n  /** Tuning Spec for Distillation. */\n  distillationSpec?: DistillationSpec;\n  /** Output only. The Experiment associated with this TuningJob. */\n  experiment?: string;\n  /** Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. */\n  labels?: Record<string, string>;\n  /** Output only. The resource name of the PipelineJob associated with the TuningJob. Format: `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`. */\n  pipelineJob?: string;\n  /** Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters. */\n  tunedModelDisplayName?: string;\n}\n\n/** Configuration for the list tuning jobs method. */\nexport declare interface ListTuningJobsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n  filter?: string;\n}\n\n/** Parameters for the list tuning jobs method. */\nexport declare interface ListTuningJobsParameters {\n  config?: ListTuningJobsConfig;\n}\n\n/** Response for the list tuning jobs method. */\nexport class ListTuningJobsResponse {\n  /** A token to retrieve the next page of results. Pass to ListTuningJobsRequest.page_token to obtain that page. */\n  nextPageToken?: string;\n  /** List of TuningJobs in the requested page. */\n  tuningJobs?: TuningJob[];\n}\n\nexport declare interface TuningExample {\n  /** Text model input. */\n  textInput?: string;\n  /** The expected model output. */\n  output?: string;\n}\n\n/** Supervised fine-tuning training dataset. */\nexport declare interface TuningDataset {\n  /** GCS URI of the file containing training dataset in JSONL format. */\n  gcsUri?: string;\n  /** Inline examples with simple input/output text. */\n  examples?: TuningExample[];\n}\n\nexport declare interface TuningValidationDataset {\n  /** GCS URI of the file containing validation dataset in JSONL format. */\n  gcsUri?: string;\n}\n\n/** Supervised fine-tuning job creation request - optional fields. */\nexport declare interface CreateTuningJobConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  validationDataset?: TuningValidationDataset;\n  /** The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters. */\n  tunedModelDisplayName?: string;\n  /** The description of the TuningJob */\n  description?: string;\n  /** Number of complete passes the model makes over the entire training dataset during training. */\n  epochCount?: number;\n  /** Multiplier for adjusting the default learning rate. */\n  learningRateMultiplier?: number;\n  /** If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for SFT. */\n  exportLastCheckpointOnly?: boolean;\n  /** Adapter size for tuning. */\n  adapterSize?: AdapterSize;\n  /** The batch size hyperparameter for tuning. If not set, a default of 4 or 16 will be used based on the number of training examples. */\n  batchSize?: number;\n  /** The learning rate hyperparameter for tuning. If not set, a default of 0.001 or 0.0002 will be calculated based on the number of training examples. */\n  learningRate?: number;\n}\n\n/** Supervised fine-tuning job creation parameters - optional fields. */\nexport declare interface CreateTuningJobParameters {\n  /** The base model that is being tuned, e.g., \"gemini-1.0-pro-002\". */\n  baseModel: string;\n  /** Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */\n  trainingDataset: TuningDataset;\n  /** Configuration for the tuning job. */\n  config?: CreateTuningJobConfig;\n}\n\n/** A long-running operation. */\nexport declare interface Operation {\n  /** The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`. */\n  name?: string;\n  /** Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any. */\n  metadata?: Record<string, unknown>;\n  /** If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available. */\n  done?: boolean;\n  /** The error result of the operation in case of failure or cancellation. */\n  error?: Record<string, unknown>;\n}\n\n/** Optional configuration for cached content creation. */\nexport declare interface CreateCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by 's'. Example: \"3.5s\". */\n  ttl?: string;\n  /** Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z. */\n  expireTime?: string;\n  /** The user-generated meaningful display name of the cached content.\n   */\n  displayName?: string;\n  /** The content to cache.\n   */\n  contents?: ContentListUnion;\n  /** Developer set system instruction.\n   */\n  systemInstruction?: ContentUnion;\n  /** A list of `Tools` the model may use to generate the next response.\n   */\n  tools?: Tool[];\n  /** Configuration for the tools to use. This config is shared for all tools.\n   */\n  toolConfig?: ToolConfig;\n  /** The Cloud KMS resource identifier of the customer managed\n      encryption key used to protect a resource.\n      The key needs to be in the same region as where the compute resource is\n      created. See\n      https://cloud.google.com/vertex-ai/docs/general/cmek for more\n      details. If this is set, then all created CachedContent objects\n      will be encrypted with the provided encryption key.\n      Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}\n       */\n  kmsKeyName?: string;\n}\n\n/** Parameters for caches.create method. */\nexport declare interface CreateCachedContentParameters {\n  /** ID of the model to use. Example: gemini-2.0-flash */\n  model: string;\n  /** Configuration that contains optional parameters.\n   */\n  config?: CreateCachedContentConfig;\n}\n\n/** Metadata on the usage of the cached content. */\nexport declare interface CachedContentUsageMetadata {\n  /** Duration of audio in seconds. */\n  audioDurationSeconds?: number;\n  /** Number of images. */\n  imageCount?: number;\n  /** Number of text characters. */\n  textCount?: number;\n  /** Total number of tokens that the cached content consumes. */\n  totalTokenCount?: number;\n  /** Duration of video in seconds. */\n  videoDurationSeconds?: number;\n}\n\n/** A resource used in LLM queries for users to explicitly specify what to cache. */\nexport declare interface CachedContent {\n  /** The server-generated resource name of the cached content. */\n  name?: string;\n  /** The user-generated meaningful display name of the cached content. */\n  displayName?: string;\n  /** The name of the publisher model to use for cached content. */\n  model?: string;\n  /** Creation time of the cache entry. */\n  createTime?: string;\n  /** When the cache entry was last updated in UTC time. */\n  updateTime?: string;\n  /** Expiration time of the cached content. */\n  expireTime?: string;\n  /** Metadata on the usage of the cached content. */\n  usageMetadata?: CachedContentUsageMetadata;\n}\n\n/** Optional parameters for caches.get method. */\nexport declare interface GetCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for caches.get method. */\nexport declare interface GetCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Optional parameters for the request.\n   */\n  config?: GetCachedContentConfig;\n}\n\n/** Optional parameters for caches.delete method. */\nexport declare interface DeleteCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for caches.delete method. */\nexport declare interface DeleteCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Optional parameters for the request.\n   */\n  config?: DeleteCachedContentConfig;\n}\n\n/** Empty response for caches.delete method. */\nexport class DeleteCachedContentResponse {}\n\n/** Optional parameters for caches.update method. */\nexport declare interface UpdateCachedContentConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by 's'. Example: \"3.5s\". */\n  ttl?: string;\n  /** Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z. */\n  expireTime?: string;\n}\n\nexport declare interface UpdateCachedContentParameters {\n  /** The server-generated resource name of the cached content.\n   */\n  name: string;\n  /** Configuration that contains optional parameters.\n   */\n  config?: UpdateCachedContentConfig;\n}\n\n/** Config for caches.list method. */\nexport declare interface ListCachedContentsConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n}\n\n/** Parameters for caches.list method. */\nexport declare interface ListCachedContentsParameters {\n  /** Configuration that contains optional parameters.\n   */\n  config?: ListCachedContentsConfig;\n}\n\nexport class ListCachedContentsResponse {\n  nextPageToken?: string;\n  /** List of cached contents.\n   */\n  cachedContents?: CachedContent[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface ListFilesConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  pageSize?: number;\n  pageToken?: string;\n}\n\n/** Generates the parameters for the list method. */\nexport declare interface ListFilesParameters {\n  /** Used to override the default configuration. */\n  config?: ListFilesConfig;\n}\n\n/** Status of a File that uses a common error model. */\nexport declare interface FileStatus {\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  details?: Record<string, unknown>[];\n  /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */\n  message?: string;\n  /** The status code. 0 for OK, 1 for CANCELLED */\n  code?: number;\n}\n\n/** A file uploaded to the API. */\nexport declare interface File {\n  /** The `File` resource name. The ID (name excluding the \"files/\" prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456` */\n  name?: string;\n  /** Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: 'Welcome Image' */\n  displayName?: string;\n  /** Output only. MIME type of the file. */\n  mimeType?: string;\n  /** Output only. Size of the file in bytes. */\n  sizeBytes?: string;\n  /** Output only. The timestamp of when the `File` was created. */\n  createTime?: string;\n  /** Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire. */\n  expirationTime?: string;\n  /** Output only. The timestamp of when the `File` was last updated. */\n  updateTime?: string;\n  /** Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format. */\n  sha256Hash?: string;\n  /** Output only. The URI of the `File`. */\n  uri?: string;\n  /** Output only. The URI of the `File`, only set for downloadable (generated) files. */\n  downloadUri?: string;\n  /** Output only. Processing state of the File. */\n  state?: FileState;\n  /** Output only. The source of the `File`. */\n  source?: FileSource;\n  /** Output only. Metadata for a video. */\n  videoMetadata?: Record<string, unknown>;\n  /** Output only. Error status if File processing failed. */\n  error?: FileStatus;\n}\n\n/** Response for the list files method. */\nexport class ListFilesResponse {\n  /** A token to retrieve next page of results. */\n  nextPageToken?: string;\n  /** The list of files. */\n  files?: File[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface CreateFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the private _create method. */\nexport declare interface CreateFileParameters {\n  /** The file to be uploaded.\n            mime_type: (Required) The MIME type of the file. Must be provided.\n            name: (Optional) The name of the file in the destination (e.g.\n            'files/sample-image').\n            display_name: (Optional) The display name of the file.\n       */\n  file: File;\n  /** Used to override the default configuration. */\n  config?: CreateFileConfig;\n}\n\n/** A wrapper class for the http response. */\nexport class HttpResponse {\n  /** Used to retain the processed HTTP headers in the response. */\n  headers?: Record<string, string>;\n  /**\n   * The original http response.\n   */\n  responseInternal: Response;\n\n  constructor(response: Response) {\n    // Process the headers.\n    const headers: Record<string, string> = {};\n    for (const pair of response.headers.entries()) {\n      headers[pair[0]] = pair[1];\n    }\n    this.headers = headers;\n\n    // Keep the original response.\n    this.responseInternal = response;\n  }\n\n  json(): Promise<unknown> {\n    return this.responseInternal.json();\n  }\n}\n\n/** Callbacks for the live API. */\nexport interface LiveCallbacks {\n  /**\n   * Called when the websocket connection is established.\n   */\n  onopen?: (() => void) | null;\n  /**\n   * Called when a message is received from the server.\n   */\n  onmessage: (e: LiveServerMessage) => void;\n  /**\n   * Called when an error occurs.\n   */\n  onerror?: ((e: ErrorEvent) => void) | null;\n  /**\n   * Called when the websocket connection is closed.\n   */\n  onclose?: ((e: CloseEvent) => void) | null;\n}\n\n/** Response for the create file method. */\nexport class CreateFileResponse {\n  /** Used to retain the full HTTP response. */\n  sdkHttpResponse?: HttpResponse;\n}\n\n/** Used to override the default configuration. */\nexport declare interface GetFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the get method. */\nexport declare interface GetFileParameters {\n  /** The name identifier for the file to retrieve. */\n  name: string;\n  /** Used to override the default configuration. */\n  config?: GetFileConfig;\n}\n\n/** Used to override the default configuration. */\nexport declare interface DeleteFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Generates the parameters for the get method. */\nexport declare interface DeleteFileParameters {\n  /** The name identifier for the file to be deleted. */\n  name: string;\n  /** Used to override the default configuration. */\n  config?: DeleteFileConfig;\n}\n\n/** Response for the delete file method. */\nexport class DeleteFileResponse {}\n\nexport declare interface GetOperationConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the GET method. */\nexport declare interface GetOperationParameters {\n  /** The server-assigned name for the operation. */\n  operationName: string;\n  /** Used to override the default configuration. */\n  config?: GetOperationConfig;\n}\n\nexport declare interface FetchPredictOperationConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters for the fetchPredictOperation method. */\nexport declare interface FetchPredictOperationParameters {\n  /** The server-assigned name for the operation. */\n  operationName: string;\n  resourceName: string;\n  /** Used to override the default configuration. */\n  config?: FetchPredictOperationConfig;\n}\n\nexport declare interface TestTableItem {\n  /** The name of the test. This is used to derive the replay id. */\n  name?: string;\n  /** The parameters to the test. Use pydantic models. */\n  parameters?: Record<string, unknown>;\n  /** Expects an exception for MLDev matching the string. */\n  exceptionIfMldev?: string;\n  /** Expects an exception for Vertex matching the string. */\n  exceptionIfVertex?: string;\n  /** Use if you don't want to use the default replay id which is derived from the test name. */\n  overrideReplayId?: string;\n  /** True if the parameters contain an unsupported union type. This test  will be skipped for languages that do not support the union type. */\n  hasUnion?: boolean;\n  /** When set to a reason string, this test will be skipped in the API mode. Use this flag for tests that can not be reproduced with the real API. E.g. a test that deletes a resource. */\n  skipInApiMode?: string;\n  /** Keys to ignore when comparing the request and response. This is useful for tests that are not deterministic. */\n  ignoreKeys?: string[];\n}\n\nexport declare interface TestTableFile {\n  comment?: string;\n  testMethod?: string;\n  parameterNames?: string[];\n  testTable?: TestTableItem[];\n}\n\n/** Represents a single request in a replay. */\nexport declare interface ReplayRequest {\n  method?: string;\n  url?: string;\n  headers?: Record<string, string>;\n  bodySegments?: Record<string, unknown>[];\n}\n\n/** Represents a single response in a replay. */\nexport class ReplayResponse {\n  statusCode?: number;\n  headers?: Record<string, string>;\n  bodySegments?: Record<string, unknown>[];\n  sdkResponseSegments?: Record<string, unknown>[];\n}\n\n/** Represents a single interaction, request and response in a replay. */\nexport declare interface ReplayInteraction {\n  request?: ReplayRequest;\n  response?: ReplayResponse;\n}\n\n/** Represents a recorded session. */\nexport declare interface ReplayFile {\n  replayId?: string;\n  interactions?: ReplayInteraction[];\n}\n\n/** Used to override the default configuration. */\nexport declare interface UploadFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The name of the file in the destination (e.g., 'files/sample-image'. If not provided one will be generated. */\n  name?: string;\n  /** mime_type: The MIME type of the file. If not provided, it will be inferred from the file extension. */\n  mimeType?: string;\n  /** Optional display name of the file. */\n  displayName?: string;\n}\n\n/** Used to override the default configuration. */\nexport declare interface DownloadFileConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n}\n\n/** Parameters used to download a file. */\nexport declare interface DownloadFileParameters {\n  /** The file to download. It can be a file name, a file object or a generated video. */\n  file: DownloadableFileUnion;\n  /** Location where the file should be downloaded to. */\n  downloadPath: string;\n  /** Configuration to for the download operation. */\n  config?: DownloadFileConfig;\n}\n\n/** Configuration for upscaling an image.\n\n  For more information on this configuration, refer to\n  the `Imagen API reference documentation\n  <https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/imagen-api>`_.\n   */\nexport declare interface UpscaleImageConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** Whether to include a reason for filtered-out images in the\n      response. */\n  includeRaiReason?: boolean;\n  /** The image format that the output should be saved as. */\n  outputMimeType?: string;\n  /** The level of compression if the ``output_mime_type`` is\n      ``image/jpeg``. */\n  outputCompressionQuality?: number;\n}\n\n/** User-facing config UpscaleImageParameters. */\nexport declare interface UpscaleImageParameters {\n  /** The model to use. */\n  model: string;\n  /** The input image to upscale. */\n  image: Image;\n  /** The factor to upscale the image (x2 or x4). */\n  upscaleFactor: string;\n  /** Configuration for upscaling. */\n  config?: UpscaleImageConfig;\n}\n\n/** A raw reference image.\n\n  A raw reference image represents the base image to edit, provided by the user.\n  It can optionally be provided in addition to a mask reference image or\n  a style reference image.\n   */\nexport class RawReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_RAW',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A mask reference image.\n\n  This encapsulates either a mask image provided by the user and configs for\n  the user provided mask, or only config parameters for the model to generate\n  a mask.\n\n  A mask image is an image whose non-zero values indicate where to edit the base\n  image. If the user provides a mask image, the mask must be in the same\n  dimensions as the raw image.\n   */\nexport class MaskReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the mask reference image. */\n  config?: MaskReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_MASK',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      maskImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A control reference image.\n\n  The image of the control reference image is either a control image provided\n  by the user, or a regular image which the backend will use to generate a\n  control image of. In the case of the latter, the\n  enable_control_image_computation field in the config should be set to True.\n\n  A control image is an image that represents a sketch image of areas for the\n  model to fill in based on the prompt.\n   */\nexport class ControlReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the control reference image. */\n  config?: ControlReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_CONTROL',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      controlImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A style reference image.\n\n  This encapsulates a style reference image provided by the user, and\n  additionally optional config parameters for the style reference image.\n\n  A raw reference image can also be provided as a destination for the style to\n  be applied to.\n   */\nexport class StyleReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the style reference image. */\n  config?: StyleReferenceConfig;\n  /** Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_STYLE',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      styleImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\n/** A subject reference image.\n\n  This encapsulates a subject reference image provided by the user, and\n  additionally optional config parameters for the subject reference image.\n\n  A raw reference image can also be provided as a destination for the subject to\n  be applied to.\n   */\nexport class SubjectReferenceImage {\n  /** The reference image for the editing operation. */\n  referenceImage?: Image;\n  /** The id of the reference image. */\n  referenceId?: number;\n  /** The type of the reference image. Only set by the SDK. */\n  referenceType?: string;\n  /** Configuration for the subject reference image. */\n  config?: SubjectReferenceConfig;\n  /* Internal method to convert to ReferenceImageAPIInternal. */\n  // eslint-disable-next-line @typescript-eslint/no-explicit-any\n  toReferenceImageAPI(): any {\n    const referenceImageAPI = {\n      referenceType: 'REFERENCE_TYPE_SUBJECT',\n      referenceImage: this.referenceImage,\n      referenceId: this.referenceId,\n      subjectImageConfig: this.config,\n    };\n    return referenceImageAPI;\n  }\n}\n\nexport /** Sent in response to a `LiveGenerateContentSetup` message from the client. */\ndeclare interface LiveServerSetupComplete {}\n\n/** Audio transcription in Server Conent. */\nexport declare interface Transcription {\n  /** Transcription text.\n   */\n  text?: string;\n  /** The bool indicates the end of the transcription.\n   */\n  finished?: boolean;\n}\n\n/** Incremental server update generated by the model in response to client messages.\n\n  Content is generated as quickly as possible, and not in real time. Clients\n  may choose to buffer and play it out in real time.\n   */\nexport declare interface LiveServerContent {\n  /** The content that the model has generated as part of the current conversation with the user. */\n  modelTurn?: Content;\n  /** If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside `content`, indicating that the `content` is the last in the turn. */\n  turnComplete?: boolean;\n  /** If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue. */\n  interrupted?: boolean;\n  /** Metadata returned to client when grounding is enabled. */\n  groundingMetadata?: GroundingMetadata;\n  /** If true, indicates that the model is done generating. When model is\n      interrupted while generating there will be no generation_complete message\n      in interrupted turn, it will go through interrupted > turn_complete.\n      When model assumes realtime playback there will be delay between\n      generation_complete and turn_complete that is caused by model\n      waiting for playback to finish. If true, indicates that the model\n      has finished generating all content. This is a signal to the client\n      that it can stop sending messages. */\n  generationComplete?: boolean;\n  /** Input transcription. The transcription is independent to the model\n      turn which means it doesn’t imply any ordering between transcription and\n      model turn. */\n  inputTranscription?: Transcription;\n  /** Output transcription. The transcription is independent to the model\n      turn which means it doesn’t imply any ordering between transcription and\n      model turn.\n       */\n  outputTranscription?: Transcription;\n  /** Metadata related to url context retrieval tool. */\n  urlContextMetadata?: UrlContextMetadata;\n}\n\n/** Request for the client to execute the `function_calls` and return the responses with the matching `id`s. */\nexport declare interface LiveServerToolCall {\n  /** The function call to be executed. */\n  functionCalls?: FunctionCall[];\n}\n\n/** Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.\n\n  If there were side-effects to those tool calls, clients may attempt to undo\n  the tool calls. This message occurs only in cases where the clients interrupt\n  server turns.\n   */\nexport declare interface LiveServerToolCallCancellation {\n  /** The ids of the tool calls to be cancelled. */\n  ids?: string[];\n}\n\n/** Usage metadata about response(s). */\nexport declare interface UsageMetadata {\n  /** Number of tokens in the prompt. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content. */\n  promptTokenCount?: number;\n  /** Number of tokens in the cached part of the prompt (the cached content). */\n  cachedContentTokenCount?: number;\n  /** Total number of tokens across all the generated response candidates. */\n  responseTokenCount?: number;\n  /** Number of tokens present in tool-use prompt(s). */\n  toolUsePromptTokenCount?: number;\n  /** Number of tokens of thoughts for thinking models. */\n  thoughtsTokenCount?: number;\n  /** Total token count for prompt, response candidates, and tool-use prompts(if present). */\n  totalTokenCount?: number;\n  /** List of modalities that were processed in the request input. */\n  promptTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were processed in the cache input. */\n  cacheTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were returned in the response. */\n  responseTokensDetails?: ModalityTokenCount[];\n  /** List of modalities that were processed in the tool-use prompt. */\n  toolUsePromptTokensDetails?: ModalityTokenCount[];\n  /** Traffic type. This shows whether a request consumes Pay-As-You-Go\n or Provisioned Throughput quota. */\n  trafficType?: TrafficType;\n}\n\n/** Server will not be able to service client soon. */\nexport declare interface LiveServerGoAway {\n  /** The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model. */\n  timeLeft?: string;\n}\n\n/** Update of the session resumption state.\n\n  Only sent if `session_resumption` was set in the connection config.\n   */\nexport declare interface LiveServerSessionResumptionUpdate {\n  /** New handle that represents state that can be resumed. Empty if `resumable`=false. */\n  newHandle?: string;\n  /** True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss. */\n  resumable?: boolean;\n  /** Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.\n\nPresence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResmumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).\n\nNote: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames arelikely not needed. */\n  lastConsumedClientMessageIndex?: string;\n}\n\n/** Response message for API call. */\nexport class LiveServerMessage {\n  /** Sent in response to a `LiveClientSetup` message from the client. */\n  setupComplete?: LiveServerSetupComplete;\n  /** Content generated by the model in response to client messages. */\n  serverContent?: LiveServerContent;\n  /** Request for the client to execute the `function_calls` and return the responses with the matching `id`s. */\n  toolCall?: LiveServerToolCall;\n  /** Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled. */\n  toolCallCancellation?: LiveServerToolCallCancellation;\n  /** Usage metadata about model response(s). */\n  usageMetadata?: UsageMetadata;\n  /** Server will disconnect soon. */\n  goAway?: LiveServerGoAway;\n  /** Update of the session resumption state. */\n  sessionResumptionUpdate?: LiveServerSessionResumptionUpdate;\n  /**\n   * Returns the concatenation of all text parts from the server content if present.\n   *\n   * @remarks\n   * If there are non-text parts in the response, the concatenation of all text\n   * parts will be returned, and a warning will be logged.\n   */\n  get text(): string | undefined {\n    let text = '';\n    let anyTextPartFound = false;\n    const nonTextParts = [];\n    for (const part of this.serverContent?.modelTurn?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (\n          fieldName !== 'text' &&\n          fieldName !== 'thought' &&\n          fieldValue !== null\n        ) {\n          nonTextParts.push(fieldName);\n        }\n      }\n      if (typeof part.text === 'string') {\n        if (typeof part.thought === 'boolean' && part.thought) {\n          continue;\n        }\n        anyTextPartFound = true;\n        text += part.text;\n      }\n    }\n    if (nonTextParts.length > 0) {\n      console.warn(\n        `there are non-text parts ${nonTextParts} in the response, returning concatenation of all text parts. Please refer to the non text parts for a full response from model.`,\n      );\n    }\n    // part.text === '' is different from part.text is null\n    return anyTextPartFound ? text : undefined;\n  }\n\n  /**\n   * Returns the concatenation of all inline data parts from the server content if present.\n   *\n   * @remarks\n   * If there are non-inline data parts in the\n   * response, the concatenation of all inline data parts will be returned, and\n   * a warning will be logged.\n   */\n  get data(): string | undefined {\n    let data = '';\n    const nonDataParts = [];\n    for (const part of this.serverContent?.modelTurn?.parts ?? []) {\n      for (const [fieldName, fieldValue] of Object.entries(part)) {\n        if (fieldName !== 'inlineData' && fieldValue !== null) {\n          nonDataParts.push(fieldName);\n        }\n      }\n      if (part.inlineData && typeof part.inlineData.data === 'string') {\n        data += atob(part.inlineData.data);\n      }\n    }\n    if (nonDataParts.length > 0) {\n      console.warn(\n        `there are non-data parts ${nonDataParts} in the response, returning concatenation of all data parts. Please refer to the non data parts for a full response from model.`,\n      );\n    }\n    return data.length > 0 ? btoa(data) : undefined;\n  }\n}\n\n/** Configures automatic detection of activity. */\nexport declare interface AutomaticActivityDetection {\n  /** If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals. */\n  disabled?: boolean;\n  /** Determines how likely speech is to be detected. */\n  startOfSpeechSensitivity?: StartSensitivity;\n  /** Determines how likely detected speech is ended. */\n  endOfSpeechSensitivity?: EndSensitivity;\n  /** The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives. */\n  prefixPaddingMs?: number;\n  /** The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user's activity but this will increase the model's latency. */\n  silenceDurationMs?: number;\n}\n\n/** Marks the end of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface RealtimeInputConfig {\n  /** If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals. */\n  automaticActivityDetection?: AutomaticActivityDetection;\n  /** Defines what effect activity has. */\n  activityHandling?: ActivityHandling;\n  /** Defines which input is included in the user's turn. */\n  turnCoverage?: TurnCoverage;\n}\n\n/** Configuration of session resumption mechanism.\n\n  Included in `LiveConnectConfig.session_resumption`. If included server\n  will send `LiveServerSessionResumptionUpdate` messages.\n   */\nexport declare interface SessionResumptionConfig {\n  /** Session resumption handle of previous session (session to restore).\n\nIf not present new session will be started. */\n  handle?: string;\n  /** If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections. */\n  transparent?: boolean;\n}\n\n/** Context window will be truncated by keeping only suffix of it.\n\n  Context window will always be cut at start of USER role turn. System\n  instructions and `BidiGenerateContentSetup.prefix_turns` will not be\n  subject to the sliding window mechanism, they will always stay at the\n  beginning of context window.\n   */\nexport declare interface SlidingWindow {\n  /** Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be < trigger_tokens. If not set, trigger_tokens/2 is assumed. */\n  targetTokens?: string;\n}\n\n/** Enables context window compression -- mechanism managing model context window so it does not exceed given length. */\nexport declare interface ContextWindowCompressionConfig {\n  /** Number of tokens (before running turn) that triggers context window compression mechanism. */\n  triggerTokens?: string;\n  /** Sliding window compression mechanism. */\n  slidingWindow?: SlidingWindow;\n}\n\n/** The audio transcription configuration in Setup. */\nexport declare interface AudioTranscriptionConfig {}\n\n/** Config for proactivity features. */\nexport declare interface ProactivityConfig {\n  /** If enabled, the model can reject responding to the last prompt. For\n        example, this allows the model to ignore out of context speech or to stay\n        silent if the user did not make a request, yet. */\n  proactiveAudio?: boolean;\n}\n\n/** Message contains configuration that will apply for the duration of the streaming session. */\nexport declare interface LiveClientSetup {\n  /** \n      The fully qualified name of the publisher model or tuned model endpoint to\n      use.\n       */\n  model?: string;\n  /** The generation configuration for the session.\n      Note: only a subset of fields are supported.\n       */\n  generationConfig?: GenerationConfig;\n  /** The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph. */\n  systemInstruction?: ContentUnion;\n  /**  A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model. */\n  tools?: ToolListUnion;\n  /** Configures the realtime input behavior in BidiGenerateContent. */\n  realtimeInputConfig?: RealtimeInputConfig;\n  /** Configures session resumption mechanism.\n\n          If included server will send SessionResumptionUpdate messages. */\n  sessionResumption?: SessionResumptionConfig;\n  /** Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length. */\n  contextWindowCompression?: ContextWindowCompressionConfig;\n  /** The transcription of the input aligns with the input audio language.\n   */\n  inputAudioTranscription?: AudioTranscriptionConfig;\n  /** The transcription of the output aligns with the language code\n      specified for the output audio.\n       */\n  outputAudioTranscription?: AudioTranscriptionConfig;\n  /** Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input. */\n  proactivity?: ProactivityConfig;\n}\n\n/** Incremental update of the current conversation delivered from the client.\n\n  All the content here will unconditionally be appended to the conversation\n  history and used as part of the prompt to the model to generate content.\n\n  A message here will interrupt any current model generation.\n   */\nexport declare interface LiveClientContent {\n  /** The content appended to the current conversation with the model.\n\n      For single-turn queries, this is a single instance. For multi-turn\n      queries, this is a repeated field that contains conversation history and\n      latest request.\n       */\n  turns?: Content[];\n  /** If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation. */\n  turnComplete?: boolean;\n}\n\n/** Marks the start of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface ActivityStart {}\n\n/** Marks the end of user activity.\n\n  This can only be sent if automatic (i.e. server-side) activity detection is\n  disabled.\n   */\nexport declare interface ActivityEnd {}\n\n/** User input that is sent in real time.\n\n  This is different from `LiveClientContent` in a few ways:\n\n    - Can be sent continuously without interruption to model generation.\n    - If there is a need to mix data interleaved across the\n      `LiveClientContent` and the `LiveClientRealtimeInput`, server attempts to\n      optimize for best response, but there are no guarantees.\n    - End of turn is not explicitly specified, but is rather derived from user\n      activity (for example, end of speech).\n    - Even before the end of turn, the data is processed incrementally\n      to optimize for a fast start of the response from the model.\n    - Is always assumed to be the user's input (cannot be used to populate\n      conversation history).\n   */\nexport declare interface LiveClientRealtimeInput {\n  /** Inlined bytes data for media input. */\n  mediaChunks?: Blob[];\n  /** The realtime audio input stream. */\n  audio?: Blob;\n  /** \nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n */\n  audioStreamEnd?: boolean;\n  /** The realtime video input stream. */\n  video?: Blob;\n  /** The realtime text input stream. */\n  text?: string;\n  /** Marks the start of user activity. */\n  activityStart?: ActivityStart;\n  /** Marks the end of user activity. */\n  activityEnd?: ActivityEnd;\n}\n\n/** Parameters for sending realtime input to the live API. */\nexport declare interface LiveSendRealtimeInputParameters {\n  /** Realtime input to send to the session. */\n  media?: BlobImageUnion;\n  /** The realtime audio input stream. */\n  audio?: Blob;\n  /** \nIndicates that the audio stream has ended, e.g. because the microphone was\nturned off.\n\nThis should only be sent when automatic activity detection is enabled\n(which is the default).\n\nThe client can reopen the stream by sending an audio message.\n */\n  audioStreamEnd?: boolean;\n  /** The realtime video input stream. */\n  video?: BlobImageUnion;\n  /** The realtime text input stream. */\n  text?: string;\n  /** Marks the start of user activity. */\n  activityStart?: ActivityStart;\n  /** Marks the end of user activity. */\n  activityEnd?: ActivityEnd;\n}\n\n/** Client generated response to a `ToolCall` received from the server.\n\n  Individual `FunctionResponse` objects are matched to the respective\n  `FunctionCall` objects by the `id` field.\n\n  Note that in the unary and server-streaming GenerateContent APIs function\n  calling happens by exchanging the `Content` parts, while in the bidi\n  GenerateContent APIs function calling happens over this dedicated set of\n  messages.\n   */\nexport class LiveClientToolResponse {\n  /** The response to the function calls. */\n  functionResponses?: FunctionResponse[];\n}\n\n/** Messages sent by the client in the API call. */\nexport declare interface LiveClientMessage {\n  /** Message to be sent by the system when connecting to the API. SDK users should not send this message. */\n  setup?: LiveClientSetup;\n  /** Incremental update of the current conversation delivered from the client. */\n  clientContent?: LiveClientContent;\n  /** User input that is sent in real time. */\n  realtimeInput?: LiveClientRealtimeInput;\n  /** Response to a `ToolCallMessage` received from the server. */\n  toolResponse?: LiveClientToolResponse;\n}\n\n/** Session config for the API connection. */\nexport declare interface LiveConnectConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** The generation configuration for the session. */\n  generationConfig?: GenerationConfig;\n  /** The requested modalities of the response. Represents the set of\n      modalities that the model can return. Defaults to AUDIO if not specified.\n       */\n  responseModalities?: Modality[];\n  /** Value that controls the degree of randomness in token selection.\n      Lower temperatures are good for prompts that require a less open-ended or\n      creative response, while higher temperatures can lead to more diverse or\n      creative results.\n       */\n  temperature?: number;\n  /** Tokens are selected from the most to least probable until the sum\n      of their probabilities equals this value. Use a lower value for less\n      random responses and a higher value for more random responses.\n       */\n  topP?: number;\n  /** For each token selection step, the ``top_k`` tokens with the\n      highest probabilities are sampled. Then tokens are further filtered based\n      on ``top_p`` with the final token selected using temperature sampling. Use\n      a lower number for less random responses and a higher number for more\n      random responses.\n       */\n  topK?: number;\n  /** Maximum number of tokens that can be generated in the response.\n   */\n  maxOutputTokens?: number;\n  /** If specified, the media resolution specified will be used.\n   */\n  mediaResolution?: MediaResolution;\n  /** When ``seed`` is fixed to a specific number, the model makes a best\n      effort to provide the same response for repeated requests. By default, a\n      random number is used.\n       */\n  seed?: number;\n  /** The speech generation configuration.\n   */\n  speechConfig?: SpeechConfig;\n  /** If enabled, the model will detect emotions and adapt its responses accordingly. */\n  enableAffectiveDialog?: boolean;\n  /** The user provided system instructions for the model.\n      Note: only text should be used in parts and content in each part will be\n      in a separate paragraph. */\n  systemInstruction?: ContentUnion;\n  /** A list of `Tools` the model may use to generate the next response.\n\n      A `Tool` is a piece of code that enables the system to interact with\n      external systems to perform an action, or set of actions, outside of\n      knowledge and scope of the model. */\n  tools?: ToolListUnion;\n  /** Configures session resumption mechanism.\n\nIf included the server will send SessionResumptionUpdate messages. */\n  sessionResumption?: SessionResumptionConfig;\n  /** The transcription of the input aligns with the input audio language.\n   */\n  inputAudioTranscription?: AudioTranscriptionConfig;\n  /** The transcription of the output aligns with the language code\n      specified for the output audio.\n       */\n  outputAudioTranscription?: AudioTranscriptionConfig;\n  /** Configures the realtime input behavior in BidiGenerateContent. */\n  realtimeInputConfig?: RealtimeInputConfig;\n  /** Configures context window compression mechanism.\n\n      If included, server will compress context window to fit into given length. */\n  contextWindowCompression?: ContextWindowCompressionConfig;\n  /** Configures the proactivity of the model. This allows the model to respond proactively to\n    the input and to ignore irrelevant input. */\n  proactivity?: ProactivityConfig;\n}\n\n/** Parameters for connecting to the live API. */\nexport declare interface LiveConnectParameters {\n  /** ID of the model to use. For a list of models, see `Google models\n    <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */\n  model: string;\n  /** callbacks */\n  callbacks: LiveCallbacks;\n  /** Optional configuration parameters for the request.\n   */\n  config?: LiveConnectConfig;\n}\n\n/** Parameters for initializing a new chat session.\n\n  These parameters are used when creating a chat session with the\n  `chats.create()` method.\n   */\nexport declare interface CreateChatParameters {\n  /** The name of the model to use for the chat session.\n\n      For example: 'gemini-2.0-flash', 'gemini-2.0-flash-lite', etc. See Gemini API\n      docs to find the available models.\n       */\n  model: string;\n  /** Config for the entire chat session.\n\n      This config applies to all requests within the session\n      unless overridden by a per-request `config` in `SendMessageParameters`.\n       */\n  config?: GenerateContentConfig;\n  /** The initial conversation history for the chat session.\n\n      This allows you to start the chat with a pre-existing history. The history\n      must be a list of `Content` alternating between 'user' and 'model' roles.\n      It should start with a 'user' message.\n       */\n  history?: Content[];\n}\n\n/** Parameters for sending a message within a chat session.\n\n  These parameters are used with the `chat.sendMessage()` method.\n   */\nexport declare interface SendMessageParameters {\n  /** The message to send to the model.\n\n      The SDK will combine all parts into a single 'user' content to send to\n      the model.\n       */\n  message: PartListUnion;\n  /**  Config for this specific request.\n\n      Please note that the per-request config does not change the chat level\n      config, nor inherit from it. If you intend to use some values from the\n      chat's default config, you must explicitly copy them into this per-request\n      config.\n       */\n  config?: GenerateContentConfig;\n}\n\n/** Parameters for sending client content to the live API. */\nexport declare interface LiveSendClientContentParameters {\n  /** Client content to send to the session. */\n  turns?: ContentListUnion;\n  /** If true, indicates that the server content generation should start with\n  the currently accumulated prompt. Otherwise, the server will await\n  additional messages before starting generation. */\n  turnComplete?: boolean;\n}\n\n/** Parameters for sending tool responses to the live API. */\nexport class LiveSendToolResponseParameters {\n  /** Tool responses to send to the session. */\n  functionResponses: FunctionResponse[] | FunctionResponse = [];\n}\n\n/** Message to be sent by the system when connecting to the API. */\nexport declare interface LiveMusicClientSetup {\n  /** The model's resource name. Format: `models/{model}`. */\n  model?: string;\n}\n\n/** Maps a prompt to a relative weight to steer music generation. */\nexport declare interface WeightedPrompt {\n  /** Text prompt. */\n  text?: string;\n  /** Weight of the prompt. The weight is used to control the relative\n      importance of the prompt. Higher weights are more important than lower\n      weights.\n\n      Weight must not be 0. Weights of all weighted_prompts in this\n      LiveMusicClientContent message will be normalized. */\n  weight?: number;\n}\n\n/** User input to start or steer the music. */\nexport declare interface LiveMusicClientContent {\n  /** Weighted prompts as the model input. */\n  weightedPrompts?: WeightedPrompt[];\n}\n\n/** Configuration for music generation. */\nexport declare interface LiveMusicGenerationConfig {\n  /** Controls the variance in audio generation. Higher values produce\n      higher variance. Range is [0.0, 3.0]. */\n  temperature?: number;\n  /** Controls how the model selects tokens for output. Samples the topK\n      tokens with the highest probabilities. Range is [1, 1000]. */\n  topK?: number;\n  /** Seeds audio generation. If not set, the request uses a randomly\n      generated seed. */\n  seed?: number;\n  /** Controls how closely the model follows prompts.\n      Higher guidance follows more closely, but will make transitions more\n      abrupt. Range is [0.0, 6.0]. */\n  guidance?: number;\n  /** Beats per minute. Range is [60, 200]. */\n  bpm?: number;\n  /** Density of sounds. Range is [0.0, 1.0]. */\n  density?: number;\n  /** Brightness of the music. Range is [0.0, 1.0]. */\n  brightness?: number;\n  /** Scale of the generated music. */\n  scale?: Scale;\n  /** Whether the audio output should contain bass. */\n  muteBass?: boolean;\n  /** Whether the audio output should contain drums. */\n  muteDrums?: boolean;\n  /** Whether the audio output should contain only bass and drums. */\n  onlyBassAndDrums?: boolean;\n  /** The mode of music generation. Default mode is QUALITY. */\n  musicGenerationMode?: MusicGenerationMode;\n}\n\n/** Messages sent by the client in the LiveMusicClientMessage call. */\nexport declare interface LiveMusicClientMessage {\n  /** Message to be sent in the first (and only in the first) `LiveMusicClientMessage`.\n      Clients should wait for a `LiveMusicSetupComplete` message before\n      sending any additional messages. */\n  setup?: LiveMusicClientSetup;\n  /** User input to influence music generation. */\n  clientContent?: LiveMusicClientContent;\n  /** Configuration for music generation. */\n  musicGenerationConfig?: LiveMusicGenerationConfig;\n  /** Playback control signal for the music generation. */\n  playbackControl?: LiveMusicPlaybackControl;\n}\n\n/** Sent in response to a `LiveMusicClientSetup` message from the client. */\nexport declare interface LiveMusicServerSetupComplete {}\n\n/** Prompts and config used for generating this audio chunk. */\nexport declare interface LiveMusicSourceMetadata {\n  /** Weighted prompts for generating this audio chunk. */\n  clientContent?: LiveMusicClientContent;\n  /** Music generation config for generating this audio chunk. */\n  musicGenerationConfig?: LiveMusicGenerationConfig;\n}\n\n/** Representation of an audio chunk. */\nexport declare interface AudioChunk {\n  /** Raw byets of audio data. */\n  data?: string;\n  /** MIME type of the audio chunk. */\n  mimeType?: string;\n  /** Prompts and config used for generating this audio chunk. */\n  sourceMetadata?: LiveMusicSourceMetadata;\n}\n\n/** Server update generated by the model in response to client messages.\n\n  Content is generated as quickly as possible, and not in real time.\n  Clients may choose to buffer and play it out in real time.\n   */\nexport declare interface LiveMusicServerContent {\n  /** The audio chunks that the model has generated. */\n  audioChunks?: AudioChunk[];\n}\n\n/** A prompt that was filtered with the reason. */\nexport declare interface LiveMusicFilteredPrompt {\n  /** The text prompt that was filtered. */\n  text?: string;\n  /** The reason the prompt was filtered. */\n  filteredReason?: string;\n}\n\n/** Response message for the LiveMusicClientMessage call. */\nexport class LiveMusicServerMessage {\n  /** Message sent in response to a `LiveMusicClientSetup` message from the client.\n      Clients should wait for this message before sending any additional messages. */\n  setupComplete?: LiveMusicServerSetupComplete;\n  /** Content generated by the model in response to client messages. */\n  serverContent?: LiveMusicServerContent;\n  /** A prompt that was filtered with the reason. */\n  filteredPrompt?: LiveMusicFilteredPrompt;\n  /**\n   * Returns the first audio chunk from the server content, if present.\n   *\n   * @remarks\n   * If there are no audio chunks in the response, undefined will be returned.\n   */\n  get audioChunk(): AudioChunk | undefined {\n    if (\n      this.serverContent &&\n      this.serverContent.audioChunks &&\n      this.serverContent.audioChunks.length > 0\n    ) {\n      return this.serverContent.audioChunks[0];\n    }\n    return undefined;\n  }\n}\n\n/** Callbacks for the realtime music API. */\nexport interface LiveMusicCallbacks {\n  /**\n   * Called when a message is received from the server.\n   */\n  onmessage: (e: LiveMusicServerMessage) => void;\n  /**\n   * Called when an error occurs.\n   */\n  onerror?: ((e: ErrorEvent) => void) | null;\n  /**\n   * Called when the websocket connection is closed.\n   */\n  onclose?: ((e: CloseEvent) => void) | null;\n}\n\n/** Parameters for the upload file method. */\nexport interface UploadFileParameters {\n  /** The string path to the file to be uploaded or a Blob object. */\n  file: string | globalThis.Blob;\n  /** Configuration that contains optional parameters. */\n  config?: UploadFileConfig;\n}\n\n/**\n * CallableTool is an invokable tool that can be executed with external\n * application (e.g., via Model Context Protocol) or local functions with\n * function calling.\n */\nexport interface CallableTool {\n  /**\n   * Returns tool that can be called by Gemini.\n   */\n  tool(): Promise<Tool>;\n  /**\n   * Executes the callable tool with the given function call arguments and\n   * returns the response parts from the tool execution.\n   */\n  callTool(functionCalls: FunctionCall[]): Promise<Part[]>;\n}\n\n/**\n * CallableToolConfig is the configuration for a callable tool.\n */\nexport interface CallableToolConfig {\n  /**\n   * Specifies the model's behavior after invoking this tool.\n   */\n  behavior?: Behavior;\n}\n\n/** Parameters for connecting to the live API. */\nexport declare interface LiveMusicConnectParameters {\n  /** The model's resource name. */\n  model: string;\n  /** Callbacks invoked on server events. */\n  callbacks: LiveMusicCallbacks;\n}\n\n/** Parameters for setting config for the live music API. */\nexport declare interface LiveMusicSetConfigParameters {\n  /** Configuration for music generation. */\n  musicGenerationConfig: LiveMusicGenerationConfig;\n}\n\n/** Parameters for setting weighted prompts for the live music API. */\nexport declare interface LiveMusicSetWeightedPromptsParameters {\n  /** A map of text prompts to weights to use for the generation request. */\n  weightedPrompts: WeightedPrompt[];\n}\n\n/** Config for LiveEphemeralParameters for Auth Token creation. */\nexport declare interface LiveEphemeralParameters {\n  /** ID of the model to configure in the ephemeral token for Live API.\n      For a list of models, see `Gemini models\n      <https://ai.google.dev/gemini-api/docs/models>`. */\n  model?: string;\n  /** Configuration specific to Live API connections created using this token. */\n  config?: LiveConnectConfig;\n}\n\n/** Optional parameters. */\nexport declare interface CreateAuthTokenConfig {\n  /** Used to override HTTP request options. */\n  httpOptions?: HttpOptions;\n  /** Abort signal which can be used to cancel the request.\n\n  NOTE: AbortSignal is a client-only operation. Using it to cancel an\n  operation will not cancel the request in the service. You will still\n  be charged usage for any applicable operations.\n       */\n  abortSignal?: AbortSignal;\n  /** An optional time after which, when using the resulting token,\n      messages in Live API sessions will be rejected. (Gemini may\n      preemptively close the session after this time.)\n\n      If not set then this defaults to 30 minutes in the future. If set, this\n      value must be less than 20 hours in the future. */\n  expireTime?: string;\n  /** The time after which new Live API sessions using the token\n      resulting from this request will be rejected.\n\n      If not set this defaults to 60 seconds in the future. If set, this value\n      must be less than 20 hours in the future. */\n  newSessionExpireTime?: string;\n  /** The number of times the token can be used. If this value is zero\n      then no limit is applied. Default is 1. Resuming a Live API session does\n      not count as a use. */\n  uses?: number;\n  /** Configuration specific to Live API connections created using this token. */\n  liveEphemeralParameters?: LiveEphemeralParameters;\n  /** Additional fields to lock in the effective LiveConnectParameters. */\n  lockAdditionalFields?: string[];\n}\n\n/** Parameters for the get method of the operations module. */\nexport declare interface OperationGetParameters {\n  /** The operation to be retrieved. */\n  operation: GenerateVideosOperation;\n  /** Used to override the default configuration. */\n  config?: GetOperationConfig;\n}\n\nexport type BlobImageUnion = Blob;\n\nexport type PartUnion = Part | string;\n\nexport type PartListUnion = PartUnion[] | PartUnion;\n\nexport type ContentUnion = Content | PartUnion[] | PartUnion;\n\nexport type ContentListUnion = Content | Content[] | PartUnion | PartUnion[];\n\nexport type SchemaUnion = Schema | unknown;\n\nexport type SpeechConfigUnion = SpeechConfig | string;\n\nexport type ToolUnion = Tool | CallableTool;\n\nexport type ToolListUnion = ToolUnion[];\n\nexport type DownloadableFileUnion = string | File | GeneratedVideo | Video;\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Tool as McpTool} from '@modelcontextprotocol/sdk/types.js';\nimport {z} from 'zod';\n\nimport {ApiClient} from './_api_client.js';\nimport * as types from './types.js';\n\nexport function tModel(apiClient: ApiClient, model: string | unknown): string {\n  if (!model || typeof model !== 'string') {\n    throw new Error('model is required and must be a string');\n  }\n\n  if (apiClient.isVertexAI()) {\n    if (\n      model.startsWith('publishers/') ||\n      model.startsWith('projects/') ||\n      model.startsWith('models/')\n    ) {\n      return model;\n    } else if (model.indexOf('/') >= 0) {\n      const parts = model.split('/', 2);\n      return `publishers/${parts[0]}/models/${parts[1]}`;\n    } else {\n      return `publishers/google/models/${model}`;\n    }\n  } else {\n    if (model.startsWith('models/') || model.startsWith('tunedModels/')) {\n      return model;\n    } else {\n      return `models/${model}`;\n    }\n  }\n}\n\nexport function tCachesModel(\n  apiClient: ApiClient,\n  model: string | unknown,\n): string {\n  const transformedModel = tModel(apiClient, model as string);\n  if (!transformedModel) {\n    return '';\n  }\n\n  if (transformedModel.startsWith('publishers/') && apiClient.isVertexAI()) {\n    // vertex caches only support model name start with projects.\n    return `projects/${apiClient.getProject()}/locations/${apiClient.getLocation()}/${transformedModel}`;\n  } else if (transformedModel.startsWith('models/') && apiClient.isVertexAI()) {\n    return `projects/${apiClient.getProject()}/locations/${apiClient.getLocation()}/publishers/google/${transformedModel}`;\n  } else {\n    return transformedModel;\n  }\n}\n\nexport function tBlobs(\n  apiClient: ApiClient,\n  blobs: types.BlobImageUnion | types.BlobImageUnion[],\n): types.Blob[] {\n  if (Array.isArray(blobs)) {\n    return blobs.map((blob) => tBlob(apiClient, blob));\n  } else {\n    return [tBlob(apiClient, blobs)];\n  }\n}\n\nexport function tBlob(\n  apiClient: ApiClient,\n  blob: types.BlobImageUnion,\n): types.Blob {\n  if (typeof blob === 'object' && blob !== null) {\n    return blob;\n  }\n\n  throw new Error(\n    `Could not parse input as Blob. Unsupported blob type: ${typeof blob}`,\n  );\n}\n\nexport function tImageBlob(\n  apiClient: ApiClient,\n  blob: types.BlobImageUnion,\n): types.Blob {\n  const transformedBlob = tBlob(apiClient, blob);\n  if (\n    transformedBlob.mimeType &&\n    transformedBlob.mimeType.startsWith('image/')\n  ) {\n    return transformedBlob;\n  }\n  throw new Error(`Unsupported mime type: ${transformedBlob.mimeType!}`);\n}\n\nexport function tAudioBlob(apiClient: ApiClient, blob: types.Blob): types.Blob {\n  const transformedBlob = tBlob(apiClient, blob);\n  if (\n    transformedBlob.mimeType &&\n    transformedBlob.mimeType.startsWith('audio/')\n  ) {\n    return transformedBlob;\n  }\n  throw new Error(`Unsupported mime type: ${transformedBlob.mimeType!}`);\n}\n\nexport function tPart(\n  apiClient: ApiClient,\n  origin?: types.PartUnion | null,\n): types.Part {\n  if (origin === null || origin === undefined) {\n    throw new Error('PartUnion is required');\n  }\n  if (typeof origin === 'object') {\n    return origin;\n  }\n  if (typeof origin === 'string') {\n    return {text: origin};\n  }\n  throw new Error(`Unsupported part type: ${typeof origin}`);\n}\n\nexport function tParts(\n  apiClient: ApiClient,\n  origin?: types.PartListUnion | null,\n): types.Part[] {\n  if (\n    origin === null ||\n    origin === undefined ||\n    (Array.isArray(origin) && origin.length === 0)\n  ) {\n    throw new Error('PartListUnion is required');\n  }\n  if (Array.isArray(origin)) {\n    return origin.map((item) => tPart(apiClient, item as types.PartUnion)!);\n  }\n  return [tPart(apiClient, origin)!];\n}\n\nfunction _isContent(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'parts' in origin &&\n    Array.isArray(origin.parts)\n  );\n}\n\nfunction _isFunctionCallPart(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'functionCall' in origin\n  );\n}\n\nfunction _isFunctionResponsePart(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'functionResponse' in origin\n  );\n}\n\nexport function tContent(\n  apiClient: ApiClient,\n  origin?: types.ContentUnion,\n): types.Content {\n  if (origin === null || origin === undefined) {\n    throw new Error('ContentUnion is required');\n  }\n  if (_isContent(origin)) {\n    // _isContent is a utility function that checks if the\n    // origin is a Content.\n    return origin as types.Content;\n  }\n\n  return {\n    role: 'user',\n    parts: tParts(apiClient, origin as types.PartListUnion)!,\n  };\n}\n\nexport function tContentsForEmbed(\n  apiClient: ApiClient,\n  origin: types.ContentListUnion,\n): types.ContentUnion[] {\n  if (!origin) {\n    return [];\n  }\n  if (apiClient.isVertexAI() && Array.isArray(origin)) {\n    return origin.flatMap((item) => {\n      const content = tContent(apiClient, item as types.ContentUnion);\n      if (\n        content.parts &&\n        content.parts.length > 0 &&\n        content.parts[0].text !== undefined\n      ) {\n        return [content.parts[0].text];\n      }\n      return [];\n    });\n  } else if (apiClient.isVertexAI()) {\n    const content = tContent(apiClient, origin as types.ContentUnion);\n    if (\n      content.parts &&\n      content.parts.length > 0 &&\n      content.parts[0].text !== undefined\n    ) {\n      return [content.parts[0].text];\n    }\n    return [];\n  }\n  if (Array.isArray(origin)) {\n    return origin.map(\n      (item) => tContent(apiClient, item as types.ContentUnion)!,\n    );\n  }\n  return [tContent(apiClient, origin as types.ContentUnion)!];\n}\n\nexport function tContents(\n  apiClient: ApiClient,\n  origin?: types.ContentListUnion,\n): types.Content[] {\n  if (\n    origin === null ||\n    origin === undefined ||\n    (Array.isArray(origin) && origin.length === 0)\n  ) {\n    throw new Error('contents are required');\n  }\n  if (!Array.isArray(origin)) {\n    // If it's not an array, it's a single content or a single PartUnion.\n    if (_isFunctionCallPart(origin) || _isFunctionResponsePart(origin)) {\n      throw new Error(\n        'To specify functionCall or functionResponse parts, please wrap them in a Content object, specifying the role for them',\n      );\n    }\n    return [tContent(apiClient, origin as types.ContentUnion)];\n  }\n\n  const result: types.Content[] = [];\n  const accumulatedParts: types.PartUnion[] = [];\n  const isContentArray = _isContent(origin[0]);\n\n  for (const item of origin) {\n    const isContent = _isContent(item);\n\n    if (isContent != isContentArray) {\n      throw new Error(\n        'Mixing Content and Parts is not supported, please group the parts into a the appropriate Content objects and specify the roles for them',\n      );\n    }\n\n    if (isContent) {\n      // `isContent` contains the result of _isContent, which is a utility\n      // function that checks if the item is a Content.\n      result.push(item as types.Content);\n    } else if (_isFunctionCallPart(item) || _isFunctionResponsePart(item)) {\n      throw new Error(\n        'To specify functionCall or functionResponse parts, please wrap them, and any other parts, in Content objects as appropriate, specifying the role for them',\n      );\n    } else {\n      accumulatedParts.push(item as types.PartUnion);\n    }\n  }\n\n  if (!isContentArray) {\n    result.push({role: 'user', parts: tParts(apiClient, accumulatedParts)});\n  }\n  return result;\n}\n\n/**\n * Represents the possible JSON schema types.\n */\ntype JSONSchemaType =\n  | 'string'\n  | 'number'\n  | 'integer'\n  | 'object'\n  | 'array'\n  | 'boolean'\n  | 'null';\n\n/**\n * A subset of JSON Schema according to 2020-12 JSON Schema draft, plus one\n * additional google only field: propertyOrdering. The propertyOrdering field\n * is used to specify the order of the properties in the object. see details in\n * https://ai.google.dev/gemini-api/docs/structured-output#property-ordering\n * for more details.\n *\n * Represents a subset of a JSON Schema object that can be used by Gemini API.\n * The difference between this interface and the Schema interface is that this\n * interface is compatible with OpenAPI 3.1 schema objects while the\n * types.Schema interface @see {@link Schema} is used to make API call to\n * Gemini API.\n */\nexport interface JSONSchema {\n  /**\n   * Validation succeeds if the type of the instance matches the type\n   * represented by the given type, or matches at least one of the given types\n   * in the array.\n   */\n  type?: JSONSchemaType | JSONSchemaType[];\n\n  /**\n   * Defines semantic information about a string instance (e.g., \"date-time\",\n   * \"email\").\n   */\n  format?: string;\n\n  /**\n   * A preferably short description about the purpose of the instance\n   * described by the schema. This is not supported for Gemini API.\n   */\n  title?: string;\n\n  /**\n   * An explanation about the purpose of the instance described by the\n   * schema.\n   */\n  description?: string;\n\n  /**\n   * This keyword can be used to supply a default JSON value associated\n   * with a particular schema. The value should be valid according to the\n   * schema. This is not supported for Gemini API.\n   */\n  default?: unknown;\n\n  /**\n   * Used for arrays. This keyword is used to define the schema of the elements\n   * in the array.\n   */\n  items?: JSONSchema;\n\n  /**\n   * Key word for arrays. Specify the minimum number of elements in the array.\n   */\n  minItems?: string;\n\n  /**\n   * Key word for arrays. Specify the maximum number of elements in the array.e\n   */\n  maxItems?: string;\n\n  /**\n   * Used for specify the possible values for an enum.\n   */\n  enum?: unknown[];\n\n  /**\n   * Used for objects. This keyword is used to define the schema of the\n   * properties in the object.\n   */\n  properties?: Record<string, JSONSchema>;\n\n  /**\n   * Used for objects. This keyword is used to specify the properties of the\n   * object that are required to be present in the instance.\n   */\n  required?: string[];\n\n  /**\n   * The key word for objects. Specify the minimum number of properties in the\n   * object.\n   */\n  minProperties?: string;\n\n  /**\n   * The key word for objects. Specify the maximum number of properties in the\n   * object.\n   */\n  maxProperties?: string;\n\n  /**\n   * Used for numbers. Specify the minimum value for a number.\n   */\n  minimum?: number;\n\n  /**\n   * Used for numbers. specify the maximum value for a number.\n   */\n  maximum?: number;\n\n  /**\n   * Used for strings. The keyword to specify the minimum length of the\n   * string.\n   */\n  minLength?: string;\n\n  /**\n   * Used for strings. The keyword to specify the maximum length of the\n   * string.\n   */\n  maxLength?: string;\n\n  /**\n   * Used for strings. Key word to specify a regular\n   * expression (ECMA-262) matches the instance successfully.\n   */\n  pattern?: string;\n\n  /**\n   * Used for Union types and Intersection types. This keyword is used to define\n   * the schema of the possible values.\n   */\n  anyOf?: JSONSchema[];\n\n  /**\n   * The order of the properties. Not a standard field in OpenAPI spec.\n   * Only used to support the order of the properties. see details in\n   * https://ai.google.dev/gemini-api/docs/structured-output#property-ordering\n   */\n  propertyOrdering?: string[];\n}\n\n// The fields that are supported by JSONSchema. Must be kept in sync with the\n// JSONSchema interface above.\nexport const supportedJsonSchemaFields = new Set<string>([\n  'type',\n  'format',\n  'title',\n  'description',\n  'default',\n  'items',\n  'minItems',\n  'maxItems',\n  'enum',\n  'properties',\n  'required',\n  'minProperties',\n  'maxProperties',\n  'minimum',\n  'maximum',\n  'minLength',\n  'maxLength',\n  'pattern',\n  'anyOf',\n  'propertyOrdering',\n]);\n\nconst jsonSchemaTypeValidator = z.enum([\n  'string',\n  'number',\n  'integer',\n  'object',\n  'array',\n  'boolean',\n  'null',\n]);\n\n// Handles all types and arrays of all types.\nconst schemaTypeUnion = z.union([\n  jsonSchemaTypeValidator,\n  z.array(jsonSchemaTypeValidator),\n]);\n\n// Declare the type for the schema variable.\ntype jsonSchemaValidatorType = z.ZodType<JSONSchema>;\n\n/**\n * Creates a zod validator for JSONSchema.\n *\n * @param strictMode Whether to enable strict mode, default to true. When\n * strict mode is enabled, the zod validator will throw error if there\n * are unrecognized fields in the input data. If strict mode is\n * disabled, the zod validator will ignore the unrecognized fields, only\n * populate the fields that are listed in the JSONSchema. Regardless of\n * the mode the type mismatch will always result in an error, for example\n * items field should be a single JSONSchema, but for tuple type it would\n * be an array of JSONSchema, this will always result in an error.\n * @return The zod validator for JSONSchema.\n */\nexport function createJsonSchemaValidator(\n  strictMode: boolean = true,\n): jsonSchemaValidatorType {\n  const jsonSchemaValidator: jsonSchemaValidatorType = z.lazy(() => {\n    // Define the base object shape *inside* the z.lazy callback\n    const baseShape = z.object({\n      // --- Type ---\n      type: schemaTypeUnion.optional(),\n\n      // --- Annotations ---\n      format: z.string().optional(),\n      title: z.string().optional(),\n      description: z.string().optional(),\n      default: z.unknown().optional(),\n\n      // --- Array Validations ---\n      items: jsonSchemaValidator.optional(),\n      minItems: z.coerce.string().optional(),\n      maxItems: z.coerce.string().optional(),\n      // --- Generic Validations ---\n      enum: z.array(z.unknown()).optional(),\n\n      // --- Object Validations ---\n      properties: z.record(z.string(), jsonSchemaValidator).optional(),\n      required: z.array(z.string()).optional(),\n      minProperties: z.coerce.string().optional(),\n      maxProperties: z.coerce.string().optional(),\n      propertyOrdering: z.array(z.string()).optional(),\n\n      // --- Numeric Validations ---\n      minimum: z.number().optional(),\n      maximum: z.number().optional(),\n\n      // --- String Validations ---\n      minLength: z.coerce.string().optional(),\n      maxLength: z.coerce.string().optional(),\n      pattern: z.string().optional(),\n\n      // --- Schema Composition ---\n      anyOf: z.array(jsonSchemaValidator).optional(),\n\n      // --- Additional Properties --- This field is not included in the\n      // JSONSchema, will not be communicated to the model, it is here purely\n      // for enabling the zod validation strict mode.\n      additionalProperties: z.boolean().optional(),\n    });\n\n    // Conditionally apply .strict() based on the flag\n    return strictMode ? baseShape.strict() : baseShape;\n  });\n  return jsonSchemaValidator;\n}\n\n/*\nHandle type field:\nThe resulted type field in JSONSchema form zod_to_json_schema can be either\nan array consist of primitive types or a single primitive type.\nThis is due to the optimization of zod_to_json_schema, when the types in the\nunion are primitive types without any additional specifications,\nzod_to_json_schema will squash the types into an array instead of put them\nin anyOf fields. Otherwise, it will put the types in anyOf fields.\nSee the following link for more details:\nhttps://github.com/zodjs/zod-to-json-schema/blob/main/src/index.ts#L101\nThe logic here is trying to undo that optimization, flattening the array of\ntypes to anyOf fields.\n                                 type field\n                                      |\n                            ___________________________\n                           /                           \\\n                          /                              \\\n                         /                                \\\n                       Array                              Type.*\n                /                  \\                       |\n      Include null.              Not included null     type = Type.*.\n      [null, Type.*, Type.*]     multiple types.\n      [null, Type.*]             [Type.*, Type.*]\n            /                                \\\n      remove null                             \\\n      add nullable = true                      \\\n       /                    \\                   \\\n    [Type.*]           [Type.*, Type.*]          \\\n only one type left     multiple types left       \\\n add type = Type.*.           \\                  /\n                               \\                /\n                         not populate the type field in final result\n                           and make the types into anyOf fields\n                          anyOf:[{type: 'Type.*'}, {type: 'Type.*'}];\n*/\nfunction flattenTypeArrayToAnyOf(\n  typeList: string[],\n  resultingSchema: types.Schema,\n) {\n  if (typeList.includes('null')) {\n    resultingSchema['nullable'] = true;\n  }\n  const listWithoutNull = typeList.filter((type) => type !== 'null');\n\n  if (listWithoutNull.length === 1) {\n    resultingSchema['type'] = Object.keys(types.Type).includes(\n      listWithoutNull[0].toUpperCase(),\n    )\n      ? types.Type[listWithoutNull[0].toUpperCase() as keyof typeof types.Type]\n      : types.Type.TYPE_UNSPECIFIED;\n  } else {\n    resultingSchema['anyOf'] = [];\n    for (const i of listWithoutNull) {\n      resultingSchema['anyOf'].push({\n        'type': Object.keys(types.Type).includes(i.toUpperCase())\n          ? types.Type[i.toUpperCase() as keyof typeof types.Type]\n          : types.Type.TYPE_UNSPECIFIED,\n      });\n    }\n  }\n}\n\nexport function processJsonSchema(\n  _jsonSchema: JSONSchema | types.Schema | Record<string, unknown>,\n): types.Schema {\n  const genAISchema: types.Schema = {};\n  const schemaFieldNames = ['items'];\n  const listSchemaFieldNames = ['anyOf'];\n  const dictSchemaFieldNames = ['properties'];\n\n  if (_jsonSchema['type'] && _jsonSchema['anyOf']) {\n    throw new Error('type and anyOf cannot be both populated.');\n  }\n\n  /*\n  This is to handle the nullable array or object. The _jsonSchema will\n  be in the format of {anyOf: [{type: 'null'}, {type: 'object'}]}. The\n  logic is to check if anyOf has 2 elements and one of the element is null,\n  if so, the anyOf field is unnecessary, so we need to get rid of the anyOf\n  field and make the schema nullable. Then use the other element as the new\n  _jsonSchema for processing. This is because the backend doesn't have a null\n  type.\n  This has to be checked before we process any other fields.\n  For example:\n    const objectNullable = z.object({\n      nullableArray: z.array(z.string()).nullable(),\n    });\n  Will have the raw _jsonSchema as:\n  {\n    type: 'OBJECT',\n    properties: {\n        nullableArray: {\n           anyOf: [\n              {type: 'null'},\n              {\n                type: 'array',\n                items: {type: 'string'},\n              },\n            ],\n        }\n    },\n    required: [ 'nullableArray' ],\n  }\n  Will result in following schema compatible with Gemini API:\n    {\n      type: 'OBJECT',\n      properties: {\n         nullableArray: {\n            nullable: true,\n            type: 'ARRAY',\n            items: {type: 'string'},\n         }\n      },\n      required: [ 'nullableArray' ],\n    }\n  */\n  const incomingAnyOf = _jsonSchema['anyOf'] as JSONSchema[];\n  if (incomingAnyOf != null && incomingAnyOf.length == 2) {\n    if (incomingAnyOf[0]!['type'] === 'null') {\n      genAISchema['nullable'] = true;\n      _jsonSchema = incomingAnyOf![1];\n    } else if (incomingAnyOf[1]!['type'] === 'null') {\n      genAISchema['nullable'] = true;\n      _jsonSchema = incomingAnyOf![0];\n    }\n  }\n\n  if (_jsonSchema['type'] instanceof Array) {\n    flattenTypeArrayToAnyOf(_jsonSchema['type'], genAISchema);\n  }\n\n  for (const [fieldName, fieldValue] of Object.entries(_jsonSchema)) {\n    // Skip if the fieldvalue is undefined or null.\n    if (fieldValue == null) {\n      continue;\n    }\n\n    if (fieldName == 'type') {\n      if (fieldValue === 'null') {\n        throw new Error(\n          'type: null can not be the only possible type for the field.',\n        );\n      }\n      if (fieldValue instanceof Array) {\n        // we have already handled the type field with array of types in the\n        // beginning of this function.\n        continue;\n      }\n      genAISchema['type'] = Object.keys(types.Type).includes(\n        fieldValue.toUpperCase(),\n      )\n        ? fieldValue.toUpperCase()\n        : types.Type.TYPE_UNSPECIFIED;\n    } else if (schemaFieldNames.includes(fieldName)) {\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        processJsonSchema(fieldValue);\n    } else if (listSchemaFieldNames.includes(fieldName)) {\n      const listSchemaFieldValue: Array<types.Schema> = [];\n      for (const item of fieldValue) {\n        if (item['type'] == 'null') {\n          genAISchema['nullable'] = true;\n          continue;\n        }\n        listSchemaFieldValue.push(processJsonSchema(item as JSONSchema));\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        listSchemaFieldValue;\n    } else if (dictSchemaFieldNames.includes(fieldName)) {\n      const dictSchemaFieldValue: Record<string, types.Schema> = {};\n      for (const [key, value] of Object.entries(\n        fieldValue as Record<string, unknown>,\n      )) {\n        dictSchemaFieldValue[key] = processJsonSchema(value as JSONSchema);\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] =\n        dictSchemaFieldValue;\n    } else {\n      // additionalProperties is not included in JSONSchema, skipping it.\n      if (fieldName === 'additionalProperties') {\n        continue;\n      }\n      (genAISchema as Record<string, unknown>)[fieldName] = fieldValue;\n    }\n  }\n  return genAISchema;\n}\n\n// we take the unknown in the schema field because we want enable user to pass\n// the output of major schema declaration tools without casting. Tools such as\n// zodToJsonSchema, typebox, zodToJsonSchema function can return JsonSchema7Type\n// or object, see details in\n// https://github.com/StefanTerdell/zod-to-json-schema/blob/70525efe555cd226691e093d171370a3b10921d1/src/zodToJsonSchema.ts#L7\n// typebox can return unknown, see details in\n// https://github.com/sinclairzx81/typebox/blob/5a5431439f7d5ca6b494d0d18fbfd7b1a356d67c/src/type/create/type.ts#L35\nexport function tSchema(\n  apiClient: ApiClient,\n  schema: types.Schema | unknown,\n): types.Schema {\n  if (Object.keys(schema as Record<string, unknown>).includes('$schema')) {\n    delete (schema as Record<string, unknown>)['$schema'];\n    const validatedJsonSchema = createJsonSchemaValidator().parse(schema);\n    return processJsonSchema(validatedJsonSchema);\n  } else {\n    return processJsonSchema(schema as types.Schema);\n  }\n}\n\nexport function tSpeechConfig(\n  apiClient: ApiClient,\n  speechConfig: types.SpeechConfigUnion,\n): types.SpeechConfig {\n  if (typeof speechConfig === 'object') {\n    return speechConfig;\n  } else if (typeof speechConfig === 'string') {\n    return {\n      voiceConfig: {\n        prebuiltVoiceConfig: {\n          voiceName: speechConfig,\n        },\n      },\n    };\n  } else {\n    throw new Error(`Unsupported speechConfig type: ${typeof speechConfig}`);\n  }\n}\n\nexport function tLiveSpeechConfig(\n  apiClient: ApiClient,\n  speechConfig: types.SpeechConfig | object,\n): types.SpeechConfig {\n  if ('multiSpeakerVoiceConfig' in speechConfig) {\n    throw new Error(\n      'multiSpeakerVoiceConfig is not supported in the live API.',\n    );\n  }\n  return speechConfig;\n}\n\nexport function tTool(apiClient: ApiClient, tool: types.Tool): types.Tool {\n  if (tool.functionDeclarations) {\n    for (const functionDeclaration of tool.functionDeclarations) {\n      if (functionDeclaration.parameters) {\n        functionDeclaration.parameters = tSchema(\n          apiClient,\n          functionDeclaration.parameters,\n        );\n      }\n      if (functionDeclaration.response) {\n        functionDeclaration.response = tSchema(\n          apiClient,\n          functionDeclaration.response,\n        );\n      }\n    }\n  }\n  return tool;\n}\n\nexport function tTools(\n  apiClient: ApiClient,\n  tools: types.ToolListUnion | unknown,\n): types.Tool[] {\n  // Check if the incoming type is defined.\n  if (tools === undefined || tools === null) {\n    throw new Error('tools is required');\n  }\n  if (!Array.isArray(tools)) {\n    throw new Error('tools is required and must be an array of Tools');\n  }\n  const result: types.Tool[] = [];\n  for (const tool of tools) {\n    result.push(tool as types.Tool);\n  }\n  return result;\n}\n\n/**\n * Prepends resource name with project, location, resource_prefix if needed.\n *\n * @param client The API client.\n * @param resourceName The resource name.\n * @param resourcePrefix The resource prefix.\n * @param splitsAfterPrefix The number of splits after the prefix.\n * @returns The completed resource name.\n *\n * Examples:\n *\n * ```\n * resource_name = '123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = True\n * client.project = 'bar'\n * client.location = 'us-west1'\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns: 'projects/bar/locations/us-west1/cachedContents/123'\n * ```\n *\n * ```\n * resource_name = 'projects/foo/locations/us-central1/cachedContents/123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = True\n * client.project = 'bar'\n * client.location = 'us-west1'\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns: 'projects/foo/locations/us-central1/cachedContents/123'\n * ```\n *\n * ```\n * resource_name = '123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = False\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * returns 'cachedContents/123'\n * ```\n *\n * ```\n * resource_name = 'some/wrong/cachedContents/resource/name/123'\n * resource_prefix = 'cachedContents'\n * splits_after_prefix = 1\n * client.vertexai = False\n * # client.vertexai = True\n * _resource_name(client, resource_name, resource_prefix, splits_after_prefix)\n * -> 'some/wrong/resource/name/123'\n * ```\n */\nfunction resourceName(\n  client: ApiClient,\n  resourceName: string,\n  resourcePrefix: string,\n  splitsAfterPrefix: number = 1,\n): string {\n  const shouldAppendPrefix =\n    !resourceName.startsWith(`${resourcePrefix}/`) &&\n    resourceName.split('/').length === splitsAfterPrefix;\n  if (client.isVertexAI()) {\n    if (resourceName.startsWith('projects/')) {\n      return resourceName;\n    } else if (resourceName.startsWith('locations/')) {\n      return `projects/${client.getProject()}/${resourceName}`;\n    } else if (resourceName.startsWith(`${resourcePrefix}/`)) {\n      return `projects/${client.getProject()}/locations/${client.getLocation()}/${resourceName}`;\n    } else if (shouldAppendPrefix) {\n      return `projects/${client.getProject()}/locations/${client.getLocation()}/${resourcePrefix}/${resourceName}`;\n    } else {\n      return resourceName;\n    }\n  }\n  if (shouldAppendPrefix) {\n    return `${resourcePrefix}/${resourceName}`;\n  }\n  return resourceName;\n}\n\nexport function tCachedContentName(\n  apiClient: ApiClient,\n  name: string | unknown,\n): string {\n  if (typeof name !== 'string') {\n    throw new Error('name must be a string');\n  }\n  return resourceName(apiClient, name, 'cachedContents');\n}\n\nexport function tTuningJobStatus(\n  apiClient: ApiClient,\n  status: string | unknown,\n): string {\n  switch (status) {\n    case 'STATE_UNSPECIFIED':\n      return 'JOB_STATE_UNSPECIFIED';\n    case 'CREATING':\n      return 'JOB_STATE_RUNNING';\n    case 'ACTIVE':\n      return 'JOB_STATE_SUCCEEDED';\n    case 'FAILED':\n      return 'JOB_STATE_FAILED';\n    default:\n      return status as string;\n  }\n}\n\nexport function tBytes(\n  apiClient: ApiClient,\n  fromImageBytes: string | unknown,\n): string {\n  if (typeof fromImageBytes !== 'string') {\n    throw new Error('fromImageBytes must be a string');\n  }\n  // TODO(b/389133914): Remove dummy bytes converter.\n  return fromImageBytes;\n}\n\nfunction _isFile(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'name' in origin\n  );\n}\n\nexport function isGeneratedVideo(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'video' in origin\n  );\n}\n\nexport function isVideo(origin: unknown): boolean {\n  return (\n    origin !== null &&\n    origin !== undefined &&\n    typeof origin === 'object' &&\n    'uri' in origin\n  );\n}\n\nexport function tFileName(\n  apiClient: ApiClient,\n  fromName: string | types.File | types.GeneratedVideo | types.Video,\n): string | undefined {\n  let name: string | undefined;\n\n  if (_isFile(fromName)) {\n    name = (fromName as types.File).name;\n  }\n  if (isVideo(fromName)) {\n    name = (fromName as types.Video).uri;\n    if (name === undefined) {\n      return undefined;\n    }\n  }\n  if (isGeneratedVideo(fromName)) {\n    name = (fromName as types.GeneratedVideo).video?.uri;\n    if (name === undefined) {\n      return undefined;\n    }\n  }\n  if (typeof fromName === 'string') {\n    name = fromName;\n  }\n\n  if (name === undefined) {\n    throw new Error('Could not extract file name from the provided input.');\n  }\n\n  if (name.startsWith('https://')) {\n    const suffix = name.split('files/')[1];\n    const match = suffix.match(/[a-z0-9]+/);\n    if (match === null) {\n      throw new Error(`Could not extract file name from URI ${name}`);\n    }\n    name = match[0];\n  } else if (name.startsWith('files/')) {\n    name = name.split('files/')[1];\n  }\n  return name;\n}\n\nexport function tModelsUrl(\n  apiClient: ApiClient,\n  baseModels: boolean | unknown,\n): string {\n  let res: string;\n  if (apiClient.isVertexAI()) {\n    res = baseModels ? 'publishers/google/models' : 'models';\n  } else {\n    res = baseModels ? 'models' : 'tunedModels';\n  }\n  return res;\n}\n\nexport function tExtractModels(\n  apiClient: ApiClient,\n  response: unknown,\n): Record<string, unknown>[] {\n  for (const key of ['models', 'tunedModels', 'publisherModels']) {\n    if (hasField(response, key)) {\n      return (response as Record<string, unknown>)[key] as Record<\n        string,\n        unknown\n      >[];\n    }\n  }\n  return [];\n}\n\nfunction hasField(data: unknown, fieldName: string): boolean {\n  return data !== null && typeof data === 'object' && fieldName in data;\n}\n\nexport function mcpToGeminiTool(\n  mcpTool: McpTool,\n  config: types.CallableToolConfig = {},\n): types.Tool {\n  const mcpToolSchema = mcpTool as Record<string, unknown>;\n  const functionDeclaration: Record<string, unknown> = {\n    name: mcpToolSchema['name'],\n    description: mcpToolSchema['description'],\n    parameters: processJsonSchema(\n      filterToJsonSchema(\n        mcpToolSchema['inputSchema'] as Record<string, unknown>,\n      ),\n    ),\n  };\n  if (config.behavior) {\n    functionDeclaration['behavior'] = config.behavior;\n  }\n\n  const geminiTool = {\n    functionDeclarations: [\n      functionDeclaration as unknown as types.FunctionDeclaration,\n    ],\n  };\n\n  return geminiTool;\n}\n\n/**\n * Converts a list of MCP tools to a single Gemini tool with a list of function\n * declarations.\n */\nexport function mcpToolsToGeminiTool(\n  mcpTools: McpTool[],\n  config: types.CallableToolConfig = {},\n): types.Tool {\n  const functionDeclarations: types.FunctionDeclaration[] = [];\n  const toolNames = new Set<string>();\n  for (const mcpTool of mcpTools) {\n    const mcpToolName = mcpTool.name as string;\n    if (toolNames.has(mcpToolName)) {\n      throw new Error(\n        `Duplicate function name ${\n          mcpToolName\n        } found in MCP tools. Please ensure function names are unique.`,\n      );\n    }\n    toolNames.add(mcpToolName);\n    const geminiTool = mcpToGeminiTool(mcpTool, config);\n    if (geminiTool.functionDeclarations) {\n      functionDeclarations.push(...geminiTool.functionDeclarations);\n    }\n  }\n\n  return {functionDeclarations: functionDeclarations};\n}\n\n// Filters the list schema field to only include fields that are supported by\n// JSONSchema.\nfunction filterListSchemaField(fieldValue: unknown): Record<string, unknown>[] {\n  const listSchemaFieldValue: Record<string, unknown>[] = [];\n  for (const listFieldValue of fieldValue as Record<string, unknown>[]) {\n    listSchemaFieldValue.push(filterToJsonSchema(listFieldValue));\n  }\n  return listSchemaFieldValue;\n}\n\n// Filters the dict schema field to only include fields that are supported by\n// JSONSchema.\nfunction filterDictSchemaField(fieldValue: unknown): Record<string, unknown> {\n  const dictSchemaFieldValue: Record<string, unknown> = {};\n  for (const [key, value] of Object.entries(\n    fieldValue as Record<string, unknown>,\n  )) {\n    const valueRecord = value as Record<string, unknown>;\n    dictSchemaFieldValue[key] = filterToJsonSchema(valueRecord);\n  }\n  return dictSchemaFieldValue;\n}\n\n// Filters the schema to only include fields that are supported by JSONSchema.\nfunction filterToJsonSchema(\n  schema: Record<string, unknown>,\n): Record<string, unknown> {\n  const schemaFieldNames: Set<string> = new Set(['items']); // 'additional_properties' to come\n  const listSchemaFieldNames: Set<string> = new Set(['anyOf']); // 'one_of', 'all_of', 'not' to come\n  const dictSchemaFieldNames: Set<string> = new Set(['properties']); // 'defs' to come\n  const filteredSchema: Record<string, unknown> = {};\n\n  for (const [fieldName, fieldValue] of Object.entries(schema)) {\n    if (schemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterToJsonSchema(\n        fieldValue as Record<string, unknown>,\n      );\n    } else if (listSchemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterListSchemaField(fieldValue);\n    } else if (dictSchemaFieldNames.has(fieldName)) {\n      filteredSchema[fieldName] = filterDictSchemaField(fieldValue);\n    } else if (fieldName === 'type') {\n      const typeValue = (fieldValue as string).toUpperCase();\n      filteredSchema[fieldName] = Object.keys(types.Type).includes(typeValue)\n        ? (typeValue as types.Type)\n        : types.Type.TYPE_UNSPECIFIED;\n    } else if (supportedJsonSchemaFields.has(fieldName)) {\n      filteredSchema[fieldName] = fieldValue;\n    }\n  }\n\n  return filteredSchema;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToMldev(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToMldev(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToMldev(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (parentObject !== undefined && fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['contents'], transformedList);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToMldev(apiClient, fromToolConfig),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['kmsKeyName']) !== undefined) {\n    throw new Error('kmsKeyName parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['model'],\n      t.tCachesModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createCachedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateCachedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listCachedContentsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToVertex(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToVertex(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToVertex(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (parentObject !== undefined && fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['contents'], transformedList);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToVertex(apiClient, fromToolConfig),\n    );\n  }\n\n  const fromKmsKeyName = common.getValueByPath(fromObject, ['kmsKeyName']);\n  if (parentObject !== undefined && fromKmsKeyName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['encryption_spec', 'kmsKeyName'],\n      fromKmsKeyName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function createCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['model'],\n      t.tCachesModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createCachedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DeleteCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTtl = common.getValueByPath(fromObject, ['ttl']);\n  if (parentObject !== undefined && fromTtl != null) {\n    common.setValueByPath(parentObject, ['ttl'], fromTtl);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (parentObject !== undefined && fromExpireTime != null) {\n    common.setValueByPath(parentObject, ['expireTime'], fromExpireTime);\n  }\n\n  return toObject;\n}\n\nexport function updateCachedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateCachedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tCachedContentName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateCachedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listCachedContentsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listCachedContentsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function cachedContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CachedContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (fromExpireTime != null) {\n    common.setValueByPath(toObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentResponseFromMldev(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function listCachedContentsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromCachedContents = common.getValueByPath(fromObject, [\n    'cachedContents',\n  ]);\n  if (fromCachedContents != null) {\n    let transformedList = fromCachedContents;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return cachedContentFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cachedContents'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function cachedContentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CachedContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromExpireTime = common.getValueByPath(fromObject, ['expireTime']);\n  if (fromExpireTime != null) {\n    common.setValueByPath(toObject, ['expireTime'], fromExpireTime);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function deleteCachedContentResponseFromVertex(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function listCachedContentsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListCachedContentsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromCachedContents = common.getValueByPath(fromObject, [\n    'cachedContents',\n  ]);\n  if (fromCachedContents != null) {\n    let transformedList = fromCachedContents;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return cachedContentFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cachedContents'], transformedList);\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Pagers for the GenAI List APIs.\n */\n\nexport enum PagedItem {\n  PAGED_ITEM_BATCH_JOBS = 'batchJobs',\n  PAGED_ITEM_MODELS = 'models',\n  PAGED_ITEM_TUNING_JOBS = 'tuningJobs',\n  PAGED_ITEM_FILES = 'files',\n  PAGED_ITEM_CACHED_CONTENTS = 'cachedContents',\n}\n\ninterface PagedItemConfig {\n  config?: {\n    pageToken?: string;\n    pageSize?: number;\n  };\n}\n\ninterface PagedItemResponse<T> {\n  nextPageToken?: string;\n  batchJobs?: T[];\n  models?: T[];\n  tuningJobs?: T[];\n  files?: T[];\n  cachedContents?: T[];\n}\n\n/**\n * Pager class for iterating through paginated results.\n */\nexport class Pager<T> implements AsyncIterable<T> {\n  private nameInternal!: PagedItem;\n  private pageInternal: T[] = [];\n  private paramsInternal: PagedItemConfig = {};\n  private pageInternalSize!: number;\n  protected requestInternal!: (\n    params: PagedItemConfig,\n  ) => Promise<PagedItemResponse<T>>;\n  protected idxInternal!: number;\n\n  constructor(\n    name: PagedItem,\n    request: (params: PagedItemConfig) => Promise<PagedItemResponse<T>>,\n    response: PagedItemResponse<T>,\n    params: PagedItemConfig,\n  ) {\n    this.requestInternal = request;\n    this.init(name, response, params);\n  }\n\n  private init(\n    name: PagedItem,\n    response: PagedItemResponse<T>,\n    params: PagedItemConfig,\n  ) {\n    this.nameInternal = name;\n    this.pageInternal = response[this.nameInternal] || [];\n    this.idxInternal = 0;\n    let requestParams: PagedItemConfig = {config: {}};\n    if (!params) {\n      requestParams = {config: {}};\n    } else if (typeof params === 'object') {\n      requestParams = {...params};\n    } else {\n      requestParams = params;\n    }\n    if (requestParams['config']) {\n      requestParams['config']['pageToken'] = response['nextPageToken'];\n    }\n    this.paramsInternal = requestParams;\n    this.pageInternalSize =\n      requestParams['config']?.['pageSize'] ?? this.pageInternal.length;\n  }\n\n  private initNextPage(response: PagedItemResponse<T>): void {\n    this.init(this.nameInternal, response, this.paramsInternal);\n  }\n\n  /**\n   * Returns the current page, which is a list of items.\n   *\n   * @remarks\n   * The first page is retrieved when the pager is created. The returned list of\n   * items could be a subset of the entire list.\n   */\n  get page(): T[] {\n    return this.pageInternal;\n  }\n\n  /**\n   * Returns the type of paged item (for example, ``batch_jobs``).\n   */\n  get name(): PagedItem {\n    return this.nameInternal;\n  }\n\n  /**\n   * Returns the length of the page fetched each time by this pager.\n   *\n   * @remarks\n   * The number of items in the page is less than or equal to the page length.\n   */\n  get pageSize(): number {\n    return this.pageInternalSize;\n  }\n\n  /**\n   * Returns the parameters when making the API request for the next page.\n   *\n   * @remarks\n   * Parameters contain a set of optional configs that can be\n   * used to customize the API request. For example, the `pageToken` parameter\n   * contains the token to request the next page.\n   */\n  get params(): PagedItemConfig {\n    return this.paramsInternal;\n  }\n\n  /**\n   * Returns the total number of items in the current page.\n   */\n  get pageLength(): number {\n    return this.pageInternal.length;\n  }\n\n  /**\n   * Returns the item at the given index.\n   */\n  getItem(index: number): T {\n    return this.pageInternal[index];\n  }\n\n  /**\n   * Returns an async iterator that support iterating through all items\n   * retrieved from the API.\n   *\n   * @remarks\n   * The iterator will automatically fetch the next page if there are more items\n   * to fetch from the API.\n   *\n   * @example\n   *\n   * ```ts\n   * const pager = await ai.files.list({config: {pageSize: 10}});\n   * for await (const file of pager) {\n   *   console.log(file.name);\n   * }\n   * ```\n   */\n  [Symbol.asyncIterator](): AsyncIterator<T> {\n    return {\n      next: async () => {\n        if (this.idxInternal >= this.pageLength) {\n          if (this.hasNextPage()) {\n            await this.nextPage();\n          } else {\n            return {value: undefined, done: true};\n          }\n        }\n        const item = this.getItem(this.idxInternal);\n        this.idxInternal += 1;\n        return {value: item, done: false};\n      },\n      return: async () => {\n        return {value: undefined, done: true};\n      },\n    };\n  }\n\n  /**\n   * Fetches the next page of items. This makes a new API request.\n   *\n   * @throws {Error} If there are no more pages to fetch.\n   *\n   * @example\n   *\n   * ```ts\n   * const pager = await ai.files.list({config: {pageSize: 10}});\n   * let page = pager.page;\n   * while (true) {\n   *   for (const file of page) {\n   *     console.log(file.name);\n   *   }\n   *   if (!pager.hasNextPage()) {\n   *     break;\n   *   }\n   *   page = await pager.nextPage();\n   * }\n   * ```\n   */\n  async nextPage(): Promise<T[]> {\n    if (!this.hasNextPage()) {\n      throw new Error('No more pages to fetch.');\n    }\n    const response = await this.requestInternal(this.params);\n    this.initNextPage(response);\n    return this.page;\n  }\n\n  /**\n   * Returns true if there are more pages to fetch from the API.\n   */\n  hasNextPage(): boolean {\n    if (this.params['config']?.['pageToken'] !== undefined) {\n      return true;\n    }\n    return false;\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_caches_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Caches extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Lists cached content configurations.\n   *\n   * @param params - The parameters for the list request.\n   * @return The paginated results of the list of cached contents.\n   *\n   * @example\n   * ```ts\n   * const cachedContents = await ai.caches.list({config: {'pageSize': 2}});\n   * for (const cachedContent of cachedContents) {\n   *   console.log(cachedContent);\n   * }\n   * ```\n   */\n  list = async (\n    params: types.ListCachedContentsParameters = {},\n  ): Promise<Pager<types.CachedContent>> => {\n    return new Pager<types.CachedContent>(\n      PagedItem.PAGED_ITEM_CACHED_CONTENTS,\n      (x: types.ListCachedContentsParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Creates a cached contents resource.\n   *\n   * @remarks\n   * Context caching is only supported for specific models. See [Gemini\n   * Developer API reference](https://ai.google.dev/gemini-api/docs/caching?lang=node/context-cac)\n   * and [Vertex AI reference](https://cloud.google.com/vertex-ai/generative-ai/docs/context-cache/context-cache-overview#supported_models)\n   * for more information.\n   *\n   * @param params - The parameters for the create request.\n   * @return The created cached content.\n   *\n   * @example\n   * ```ts\n   * const contents = ...; // Initialize the content to cache.\n   * const response = await ai.caches.create({\n   *   model: 'gemini-2.0-flash-001',\n   *   config: {\n   *    'contents': contents,\n   *    'displayName': 'test cache',\n   *    'systemInstruction': 'What is the sum of the two pdfs?',\n   *    'ttl': '86400s',\n   *  }\n   * });\n   * ```\n   */\n  async create(\n    params: types.CreateCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.createCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.createCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  /**\n   * Gets cached content configurations.\n   *\n   * @param params - The parameters for the get request.\n   * @return The cached content.\n   *\n   * @example\n   * ```ts\n   * await ai.caches.get({name: '...'}); // The server-generated resource name.\n   * ```\n   */\n  async get(\n    params: types.GetCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.getCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  /**\n   * Deletes cached content.\n   *\n   * @param params - The parameters for the delete request.\n   * @return The empty response returned by the API.\n   *\n   * @example\n   * ```ts\n   * await ai.caches.delete({name: '...'}); // The server-generated resource name.\n   * ```\n   */\n  async delete(\n    params: types.DeleteCachedContentParameters,\n  ): Promise<types.DeleteCachedContentResponse> {\n    let response: Promise<types.DeleteCachedContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.deleteCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteCachedContentResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteCachedContentResponseFromVertex();\n        const typedResp = new types.DeleteCachedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.deleteCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteCachedContentResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteCachedContentResponseFromMldev();\n        const typedResp = new types.DeleteCachedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Updates cached content configurations.\n   *\n   * @param params - The parameters for the update request.\n   * @return The updated cached content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.caches.update({\n   *   name: '...',  // The server-generated resource name.\n   *   config: {'ttl': '7600s'}\n   * });\n   * ```\n   */\n  async update(\n    params: types.UpdateCachedContentParameters,\n  ): Promise<types.CachedContent> {\n    let response: Promise<types.CachedContent>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.updateCachedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    } else {\n      const body = converters.updateCachedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CachedContent>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.cachedContentFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.CachedContent;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListCachedContentsParameters,\n  ): Promise<types.ListCachedContentsResponse> {\n    let response: Promise<types.ListCachedContentsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listCachedContentsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListCachedContentsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listCachedContentsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListCachedContentsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listCachedContentsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'cachedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListCachedContentsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listCachedContentsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListCachedContentsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {ApiClient} from './_api_client.js';\nimport * as t from './_transformers.js';\nimport {Models} from './models.js';\nimport * as types from './types.js';\n\n/**\n * Returns true if the response is valid, false otherwise.\n */\nfunction isValidResponse(response: types.GenerateContentResponse): boolean {\n  if (response.candidates == undefined || response.candidates.length === 0) {\n    return false;\n  }\n  const content = response.candidates[0]?.content;\n  if (content === undefined) {\n    return false;\n  }\n  return isValidContent(content);\n}\n\nfunction isValidContent(content: types.Content): boolean {\n  if (content.parts === undefined || content.parts.length === 0) {\n    return false;\n  }\n  for (const part of content.parts) {\n    if (part === undefined || Object.keys(part).length === 0) {\n      return false;\n    }\n    if (!part.thought && part.text !== undefined && part.text === '') {\n      return false;\n    }\n  }\n  return true;\n}\n\n/**\n * Validates the history contains the correct roles.\n *\n * @throws Error if the history does not start with a user turn.\n * @throws Error if the history contains an invalid role.\n */\nfunction validateHistory(history: types.Content[]) {\n  // Empty history is valid.\n  if (history.length === 0) {\n    return;\n  }\n  for (const content of history) {\n    if (content.role !== 'user' && content.role !== 'model') {\n      throw new Error(`Role must be user or model, but got ${content.role}.`);\n    }\n  }\n}\n\n/**\n * Extracts the curated (valid) history from a comprehensive history.\n *\n * @remarks\n * The model may sometimes generate invalid or empty contents(e.g., due to safty\n * filters or recitation). Extracting valid turns from the history\n * ensures that subsequent requests could be accpeted by the model.\n */\nfunction extractCuratedHistory(\n  comprehensiveHistory: types.Content[],\n): types.Content[] {\n  if (comprehensiveHistory === undefined || comprehensiveHistory.length === 0) {\n    return [];\n  }\n  const curatedHistory: types.Content[] = [];\n  const length = comprehensiveHistory.length;\n  let i = 0;\n  while (i < length) {\n    if (comprehensiveHistory[i].role === 'user') {\n      curatedHistory.push(comprehensiveHistory[i]);\n      i++;\n    } else {\n      const modelOutput: types.Content[] = [];\n      let isValid = true;\n      while (i < length && comprehensiveHistory[i].role === 'model') {\n        modelOutput.push(comprehensiveHistory[i]);\n        if (isValid && !isValidContent(comprehensiveHistory[i])) {\n          isValid = false;\n        }\n        i++;\n      }\n      if (isValid) {\n        curatedHistory.push(...modelOutput);\n      } else {\n        // Remove the last user input when model content is invalid.\n        curatedHistory.pop();\n      }\n    }\n  }\n  return curatedHistory;\n}\n\n/**\n * A utility class to create a chat session.\n */\nexport class Chats {\n  private readonly modelsModule: Models;\n  private readonly apiClient: ApiClient;\n\n  constructor(modelsModule: Models, apiClient: ApiClient) {\n    this.modelsModule = modelsModule;\n    this.apiClient = apiClient;\n  }\n\n  /**\n   * Creates a new chat session.\n   *\n   * @remarks\n   * The config in the params will be used for all requests within the chat\n   * session unless overridden by a per-request `config` in\n   * @see {@link types.SendMessageParameters#config}.\n   *\n   * @param params - Parameters for creating a chat session.\n   * @returns A new chat session.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({\n   *   model: 'gemini-2.0-flash'\n   *   config: {\n   *     temperature: 0.5,\n   *     maxOutputTokens: 1024,\n   *   }\n   * });\n   * ```\n   */\n  create(params: types.CreateChatParameters) {\n    return new Chat(\n      this.apiClient,\n      this.modelsModule,\n      params.model,\n      params.config,\n      // Deep copy the history to avoid mutating the history outside of the\n      // chat session.\n      structuredClone(params.history),\n    );\n  }\n}\n\n/**\n * Chat session that enables sending messages to the model with previous\n * conversation context.\n *\n * @remarks\n * The session maintains all the turns between user and model.\n */\nexport class Chat {\n  // A promise to represent the current state of the message being sent to the\n  // model.\n  private sendPromise: Promise<void> = Promise.resolve();\n\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly modelsModule: Models,\n    private readonly model: string,\n    private readonly config: types.GenerateContentConfig = {},\n    private history: types.Content[] = [],\n  ) {\n    validateHistory(history);\n  }\n\n  /**\n   * Sends a message to the model and returns the response.\n   *\n   * @remarks\n   * This method will wait for the previous message to be processed before\n   * sending the next message.\n   *\n   * @see {@link Chat#sendMessageStream} for streaming method.\n   * @param params - parameters for sending messages within a chat session.\n   * @returns The model's response.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({model: 'gemini-2.0-flash'});\n   * const response = await chat.sendMessage({\n   *   message: 'Why is the sky blue?'\n   * });\n   * console.log(response.text);\n   * ```\n   */\n  async sendMessage(\n    params: types.SendMessageParameters,\n  ): Promise<types.GenerateContentResponse> {\n    await this.sendPromise;\n    const inputContent = t.tContent(this.apiClient, params.message);\n    const responsePromise = this.modelsModule.generateContent({\n      model: this.model,\n      contents: this.getHistory(true).concat(inputContent),\n      config: params.config ?? this.config,\n    });\n    this.sendPromise = (async () => {\n      const response = await responsePromise;\n      const outputContent = response.candidates?.[0]?.content;\n\n      // Because the AFC input contains the entire curated chat history in\n      // addition to the new user input, we need to truncate the AFC history\n      // to deduplicate the existing chat history.\n      const fullAutomaticFunctionCallingHistory =\n        response.automaticFunctionCallingHistory;\n      const index = this.getHistory(true).length;\n\n      let automaticFunctionCallingHistory: types.Content[] = [];\n      if (fullAutomaticFunctionCallingHistory != null) {\n        automaticFunctionCallingHistory =\n          fullAutomaticFunctionCallingHistory.slice(index) ?? [];\n      }\n\n      const modelOutput = outputContent ? [outputContent] : [];\n      this.recordHistory(\n        inputContent,\n        modelOutput,\n        automaticFunctionCallingHistory,\n      );\n      return;\n    })();\n    await this.sendPromise.catch(() => {\n      // Resets sendPromise to avoid subsequent calls failing\n      this.sendPromise = Promise.resolve();\n    });\n    return responsePromise;\n  }\n\n  /**\n   * Sends a message to the model and returns the response in chunks.\n   *\n   * @remarks\n   * This method will wait for the previous message to be processed before\n   * sending the next message.\n   *\n   * @see {@link Chat#sendMessage} for non-streaming method.\n   * @param params - parameters for sending the message.\n   * @return The model's response.\n   *\n   * @example\n   * ```ts\n   * const chat = ai.chats.create({model: 'gemini-2.0-flash'});\n   * const response = await chat.sendMessageStream({\n   *   message: 'Why is the sky blue?'\n   * });\n   * for await (const chunk of response) {\n   *   console.log(chunk.text);\n   * }\n   * ```\n   */\n  async sendMessageStream(\n    params: types.SendMessageParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    await this.sendPromise;\n    const inputContent = t.tContent(this.apiClient, params.message);\n    const streamResponse = this.modelsModule.generateContentStream({\n      model: this.model,\n      contents: this.getHistory(true).concat(inputContent),\n      config: params.config ?? this.config,\n    });\n    // Resolve the internal tracking of send completion promise - `sendPromise`\n    // for both success and failure response. The actual failure is still\n    // propagated by the `await streamResponse`.\n    this.sendPromise = streamResponse\n      .then(() => undefined)\n      .catch(() => undefined);\n    const response = await streamResponse;\n    const result = this.processStreamResponse(response, inputContent);\n    return result;\n  }\n\n  /**\n   * Returns the chat history.\n   *\n   * @remarks\n   * The history is a list of contents alternating between user and model.\n   *\n   * There are two types of history:\n   * - The `curated history` contains only the valid turns between user and\n   * model, which will be included in the subsequent requests sent to the model.\n   * - The `comprehensive history` contains all turns, including invalid or\n   *   empty model outputs, providing a complete record of the history.\n   *\n   * The history is updated after receiving the response from the model,\n   * for streaming response, it means receiving the last chunk of the response.\n   *\n   * The `comprehensive history` is returned by default. To get the `curated\n   * history`, set the `curated` parameter to `true`.\n   *\n   * @param curated - whether to return the curated history or the comprehensive\n   *     history.\n   * @return History contents alternating between user and model for the entire\n   *     chat session.\n   */\n  getHistory(curated: boolean = false): types.Content[] {\n    const history = curated\n      ? extractCuratedHistory(this.history)\n      : this.history;\n    // Deep copy the history to avoid mutating the history outside of the\n    // chat session.\n    return structuredClone(history);\n  }\n\n  private async *processStreamResponse(\n    streamResponse: AsyncGenerator<types.GenerateContentResponse>,\n    inputContent: types.Content,\n  ) {\n    const outputContent: types.Content[] = [];\n    for await (const chunk of streamResponse) {\n      if (isValidResponse(chunk)) {\n        const content = chunk.candidates?.[0]?.content;\n        if (content !== undefined) {\n          outputContent.push(content);\n        }\n      }\n      yield chunk;\n    }\n    this.recordHistory(inputContent, outputContent);\n  }\n\n  private recordHistory(\n    userInput: types.Content,\n    modelOutput: types.Content[],\n    automaticFunctionCallingHistory?: types.Content[],\n  ) {\n    let outputContents: types.Content[] = [];\n    if (\n      modelOutput.length > 0 &&\n      modelOutput.every((content) => content.role !== undefined)\n    ) {\n      outputContents = modelOutput;\n    } else {\n      // Appends an empty content when model returns empty response, so that the\n      // history is always alternating between user and model.\n      outputContents.push({\n        role: 'model',\n        parts: [],\n      } as types.Content);\n    }\n    if (\n      automaticFunctionCallingHistory &&\n      automaticFunctionCallingHistory.length > 0\n    ) {\n      this.history.push(\n        ...extractCuratedHistory(automaticFunctionCallingHistory!),\n      );\n    } else {\n      this.history.push(userInput);\n    }\n    this.history.push(...outputContents);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function listFilesConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  return toObject;\n}\n\nexport function listFilesParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listFilesConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function fileStatusToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FileStatus,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDetails = common.getValueByPath(fromObject, ['details']);\n  if (fromDetails != null) {\n    common.setValueByPath(toObject, ['details'], fromDetails);\n  }\n\n  const fromMessage = common.getValueByPath(fromObject, ['message']);\n  if (fromMessage != null) {\n    common.setValueByPath(toObject, ['message'], fromMessage);\n  }\n\n  const fromCode = common.getValueByPath(fromObject, ['code']);\n  if (fromCode != null) {\n    common.setValueByPath(toObject, ['code'], fromCode);\n  }\n\n  return toObject;\n}\n\nexport function fileToMldev(\n  apiClient: ApiClient,\n  fromObject: types.File,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSizeBytes = common.getValueByPath(fromObject, ['sizeBytes']);\n  if (fromSizeBytes != null) {\n    common.setValueByPath(toObject, ['sizeBytes'], fromSizeBytes);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromExpirationTime = common.getValueByPath(fromObject, [\n    'expirationTime',\n  ]);\n  if (fromExpirationTime != null) {\n    common.setValueByPath(toObject, ['expirationTime'], fromExpirationTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromSha256Hash = common.getValueByPath(fromObject, ['sha256Hash']);\n  if (fromSha256Hash != null) {\n    common.setValueByPath(toObject, ['sha256Hash'], fromSha256Hash);\n  }\n\n  const fromUri = common.getValueByPath(fromObject, ['uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromDownloadUri = common.getValueByPath(fromObject, ['downloadUri']);\n  if (fromDownloadUri != null) {\n    common.setValueByPath(toObject, ['downloadUri'], fromDownloadUri);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(toObject, ['state'], fromState);\n  }\n\n  const fromSource = common.getValueByPath(fromObject, ['source']);\n  if (fromSource != null) {\n    common.setValueByPath(toObject, ['source'], fromSource);\n  }\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(toObject, ['videoMetadata'], fromVideoMetadata);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(\n      toObject,\n      ['error'],\n      fileStatusToMldev(apiClient, fromError),\n    );\n  }\n\n  return toObject;\n}\n\nexport function createFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFile = common.getValueByPath(fromObject, ['file']);\n  if (fromFile != null) {\n    common.setValueByPath(toObject, ['file'], fileToMldev(apiClient, fromFile));\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function getFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'file'],\n      t.tFileName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function deleteFileParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteFileParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'file'],\n      t.tFileName(apiClient, fromName),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function fileStatusFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.FileStatus,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDetails = common.getValueByPath(fromObject, ['details']);\n  if (fromDetails != null) {\n    common.setValueByPath(toObject, ['details'], fromDetails);\n  }\n\n  const fromMessage = common.getValueByPath(fromObject, ['message']);\n  if (fromMessage != null) {\n    common.setValueByPath(toObject, ['message'], fromMessage);\n  }\n\n  const fromCode = common.getValueByPath(fromObject, ['code']);\n  if (fromCode != null) {\n    common.setValueByPath(toObject, ['code'], fromCode);\n  }\n\n  return toObject;\n}\n\nexport function fileFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.File,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSizeBytes = common.getValueByPath(fromObject, ['sizeBytes']);\n  if (fromSizeBytes != null) {\n    common.setValueByPath(toObject, ['sizeBytes'], fromSizeBytes);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromExpirationTime = common.getValueByPath(fromObject, [\n    'expirationTime',\n  ]);\n  if (fromExpirationTime != null) {\n    common.setValueByPath(toObject, ['expirationTime'], fromExpirationTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromSha256Hash = common.getValueByPath(fromObject, ['sha256Hash']);\n  if (fromSha256Hash != null) {\n    common.setValueByPath(toObject, ['sha256Hash'], fromSha256Hash);\n  }\n\n  const fromUri = common.getValueByPath(fromObject, ['uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromDownloadUri = common.getValueByPath(fromObject, ['downloadUri']);\n  if (fromDownloadUri != null) {\n    common.setValueByPath(toObject, ['downloadUri'], fromDownloadUri);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(toObject, ['state'], fromState);\n  }\n\n  const fromSource = common.getValueByPath(fromObject, ['source']);\n  if (fromSource != null) {\n    common.setValueByPath(toObject, ['source'], fromSource);\n  }\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(toObject, ['videoMetadata'], fromVideoMetadata);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(\n      toObject,\n      ['error'],\n      fileStatusFromMldev(apiClient, fromError),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listFilesResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListFilesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromFiles = common.getValueByPath(fromObject, ['files']);\n  if (fromFiles != null) {\n    let transformedList = fromFiles;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return fileFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['files'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function createFileResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function deleteFileResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_files_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Files extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Lists all current project files from the service.\n   *\n   * @param params - The parameters for the list request\n   * @return The paginated results of the list of files\n   *\n   * @example\n   * The following code prints the names of all files from the service, the\n   * size of each page is 10.\n   *\n   * ```ts\n   * const listResponse = await ai.files.list({config: {'pageSize': 10}});\n   * for await (const file of listResponse) {\n   *   console.log(file.name);\n   * }\n   * ```\n   */\n  list = async (\n    params: types.ListFilesParameters = {},\n  ): Promise<Pager<types.File>> => {\n    return new Pager<types.File>(\n      PagedItem.PAGED_ITEM_FILES,\n      (x: types.ListFilesParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Uploads a file asynchronously to the Gemini API.\n   * This method is not available in Vertex AI.\n   * Supported upload sources:\n   * - Node.js: File path (string) or Blob object.\n   * - Browser: Blob object (e.g., File).\n   *\n   * @remarks\n   * The `mimeType` can be specified in the `config` parameter. If omitted:\n   *  - For file path (string) inputs, the `mimeType` will be inferred from the\n   *     file extension.\n   *  - For Blob object inputs, the `mimeType` will be set to the Blob's `type`\n   *     property.\n   * Somex eamples for file extension to mimeType mapping:\n   * .txt -> text/plain\n   * .json -> application/json\n   * .jpg  -> image/jpeg\n   * .png -> image/png\n   * .mp3 -> audio/mpeg\n   * .mp4 -> video/mp4\n   *\n   * This section can contain multiple paragraphs and code examples.\n   *\n   * @param params - Optional parameters specified in the\n   *        `types.UploadFileParameters` interface.\n   *         @see {@link types.UploadFileParameters#config} for the optional\n   *         config in the parameters.\n   * @return A promise that resolves to a `types.File` object.\n   * @throws An error if called on a Vertex AI client.\n   * @throws An error if the `mimeType` is not provided and can not be inferred,\n   * the `mimeType` can be provided in the `params.config` parameter.\n   * @throws An error occurs if a suitable upload location cannot be established.\n   *\n   * @example\n   * The following code uploads a file to Gemini API.\n   *\n   * ```ts\n   * const file = await ai.files.upload({file: 'file.txt', config: {\n   *   mimeType: 'text/plain',\n   * }});\n   * console.log(file.name);\n   * ```\n   */\n  async upload(params: types.UploadFileParameters): Promise<types.File> {\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'Vertex AI does not support uploading files. You can share files through a GCS bucket.',\n      );\n    }\n\n    return this.apiClient\n      .uploadFile(params.file, params.config)\n      .then((response) => {\n        const file = converters.fileFromMldev(this.apiClient, response);\n        return file as types.File;\n      });\n  }\n\n  /**\n   * Downloads a remotely stored file asynchronously to a location specified in\n   * the `params` object. This method only works on Node environment, to\n   * download files in the browser, use a browser compliant method like an <a>\n   * tag.\n   *\n   * @param params - The parameters for the download request.\n   *\n   * @example\n   * The following code downloads an example file named \"files/mehozpxf877d\" as\n   * \"file.txt\".\n   *\n   * ```ts\n   * await ai.files.download({file: file.name, downloadPath: 'file.txt'});\n   * ```\n   */\n\n  async download(params: types.DownloadFileParameters): Promise<void> {\n    await this.apiClient.downloadFile(params);\n  }\n\n  private async listInternal(\n    params: types.ListFilesParameters,\n  ): Promise<types.ListFilesResponse> {\n    let response: Promise<types.ListFilesResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.listFilesParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap('files', body['_url'] as Record<string, unknown>);\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListFilesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listFilesResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListFilesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async createInternal(\n    params: types.CreateFileParameters,\n  ): Promise<types.CreateFileResponse> {\n    let response: Promise<types.CreateFileResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.createFileParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'upload/v1beta/files',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CreateFileResponse>;\n\n      return response.then(() => {\n        const resp = converters.createFileResponseFromMldev();\n        const typedResp = new types.CreateFileResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Retrieves the file information from the service.\n   *\n   * @param params - The parameters for the get request\n   * @return The Promise that resolves to the types.File object requested.\n   *\n   * @example\n   * ```ts\n   * const config: GetFileParameters = {\n   *   name: fileName,\n   * };\n   * file = await ai.files.get(config);\n   * console.log(file.name);\n   * ```\n   */\n  async get(params: types.GetFileParameters): Promise<types.File> {\n    let response: Promise<types.File>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.getFileParametersToMldev(this.apiClient, params);\n      path = common.formatMap(\n        'files/{file}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.File>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.fileFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.File;\n      });\n    }\n  }\n\n  /**\n   * Deletes a remotely stored file.\n   *\n   * @param params - The parameters for the delete request.\n   * @return The DeleteFileResponse, the response for the delete method.\n   *\n   * @example\n   * The following code deletes an example file named \"files/mehozpxf877d\".\n   *\n   * ```ts\n   * await ai.files.delete({name: file.name});\n   * ```\n   */\n  async delete(\n    params: types.DeleteFileParameters,\n  ): Promise<types.DeleteFileResponse> {\n    let response: Promise<types.DeleteFileResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.deleteFileParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'files/{file}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteFileResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteFileResponseFromMldev();\n        const typedResp = new types.DeleteFileResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function prebuiltVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToMldev(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToVertex(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeaker = common.getValueByPath(fromObject, ['speaker']);\n  if (fromSpeaker != null) {\n    common.setValueByPath(toObject, ['speaker'], fromSpeaker);\n  }\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['speaker']) !== undefined) {\n    throw new Error('speaker parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['voiceConfig']) !== undefined) {\n    throw new Error('voiceConfig parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeakerVoiceConfigs = common.getValueByPath(fromObject, [\n    'speakerVoiceConfigs',\n  ]);\n  if (fromSpeakerVoiceConfigs != null) {\n    let transformedList = fromSpeakerVoiceConfigs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return speakerVoiceConfigToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['speakerVoiceConfigs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['speakerVoiceConfigs']) !== undefined\n  ) {\n    throw new Error(\n      'speakerVoiceConfigs parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  const fromMultiSpeakerVoiceConfig = common.getValueByPath(fromObject, [\n    'multiSpeakerVoiceConfig',\n  ]);\n  if (fromMultiSpeakerVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['multiSpeakerVoiceConfig'],\n      multiSpeakerVoiceConfigToMldev(apiClient, fromMultiSpeakerVoiceConfig),\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToVertex(apiClient, fromVoiceConfig),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['multiSpeakerVoiceConfig']) !== undefined\n  ) {\n    throw new Error(\n      'multiSpeakerVoiceConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function sessionResumptionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SessionResumptionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromHandle = common.getValueByPath(fromObject, ['handle']);\n  if (fromHandle != null) {\n    common.setValueByPath(toObject, ['handle'], fromHandle);\n  }\n\n  if (common.getValueByPath(fromObject, ['transparent']) !== undefined) {\n    throw new Error('transparent parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function sessionResumptionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SessionResumptionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromHandle = common.getValueByPath(fromObject, ['handle']);\n  if (fromHandle != null) {\n    common.setValueByPath(toObject, ['handle'], fromHandle);\n  }\n\n  const fromTransparent = common.getValueByPath(fromObject, ['transparent']);\n  if (fromTransparent != null) {\n    common.setValueByPath(toObject, ['transparent'], fromTransparent);\n  }\n\n  return toObject;\n}\n\nexport function audioTranscriptionConfigToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function audioTranscriptionConfigToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function automaticActivityDetectionToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AutomaticActivityDetection,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisabled = common.getValueByPath(fromObject, ['disabled']);\n  if (fromDisabled != null) {\n    common.setValueByPath(toObject, ['disabled'], fromDisabled);\n  }\n\n  const fromStartOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'startOfSpeechSensitivity',\n  ]);\n  if (fromStartOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['startOfSpeechSensitivity'],\n      fromStartOfSpeechSensitivity,\n    );\n  }\n\n  const fromEndOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'endOfSpeechSensitivity',\n  ]);\n  if (fromEndOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['endOfSpeechSensitivity'],\n      fromEndOfSpeechSensitivity,\n    );\n  }\n\n  const fromPrefixPaddingMs = common.getValueByPath(fromObject, [\n    'prefixPaddingMs',\n  ]);\n  if (fromPrefixPaddingMs != null) {\n    common.setValueByPath(toObject, ['prefixPaddingMs'], fromPrefixPaddingMs);\n  }\n\n  const fromSilenceDurationMs = common.getValueByPath(fromObject, [\n    'silenceDurationMs',\n  ]);\n  if (fromSilenceDurationMs != null) {\n    common.setValueByPath(\n      toObject,\n      ['silenceDurationMs'],\n      fromSilenceDurationMs,\n    );\n  }\n\n  return toObject;\n}\n\nexport function automaticActivityDetectionToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AutomaticActivityDetection,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisabled = common.getValueByPath(fromObject, ['disabled']);\n  if (fromDisabled != null) {\n    common.setValueByPath(toObject, ['disabled'], fromDisabled);\n  }\n\n  const fromStartOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'startOfSpeechSensitivity',\n  ]);\n  if (fromStartOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['startOfSpeechSensitivity'],\n      fromStartOfSpeechSensitivity,\n    );\n  }\n\n  const fromEndOfSpeechSensitivity = common.getValueByPath(fromObject, [\n    'endOfSpeechSensitivity',\n  ]);\n  if (fromEndOfSpeechSensitivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['endOfSpeechSensitivity'],\n      fromEndOfSpeechSensitivity,\n    );\n  }\n\n  const fromPrefixPaddingMs = common.getValueByPath(fromObject, [\n    'prefixPaddingMs',\n  ]);\n  if (fromPrefixPaddingMs != null) {\n    common.setValueByPath(toObject, ['prefixPaddingMs'], fromPrefixPaddingMs);\n  }\n\n  const fromSilenceDurationMs = common.getValueByPath(fromObject, [\n    'silenceDurationMs',\n  ]);\n  if (fromSilenceDurationMs != null) {\n    common.setValueByPath(\n      toObject,\n      ['silenceDurationMs'],\n      fromSilenceDurationMs,\n    );\n  }\n\n  return toObject;\n}\n\nexport function realtimeInputConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RealtimeInputConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAutomaticActivityDetection = common.getValueByPath(fromObject, [\n    'automaticActivityDetection',\n  ]);\n  if (fromAutomaticActivityDetection != null) {\n    common.setValueByPath(\n      toObject,\n      ['automaticActivityDetection'],\n      automaticActivityDetectionToMldev(\n        apiClient,\n        fromAutomaticActivityDetection,\n      ),\n    );\n  }\n\n  const fromActivityHandling = common.getValueByPath(fromObject, [\n    'activityHandling',\n  ]);\n  if (fromActivityHandling != null) {\n    common.setValueByPath(toObject, ['activityHandling'], fromActivityHandling);\n  }\n\n  const fromTurnCoverage = common.getValueByPath(fromObject, ['turnCoverage']);\n  if (fromTurnCoverage != null) {\n    common.setValueByPath(toObject, ['turnCoverage'], fromTurnCoverage);\n  }\n\n  return toObject;\n}\n\nexport function realtimeInputConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RealtimeInputConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAutomaticActivityDetection = common.getValueByPath(fromObject, [\n    'automaticActivityDetection',\n  ]);\n  if (fromAutomaticActivityDetection != null) {\n    common.setValueByPath(\n      toObject,\n      ['automaticActivityDetection'],\n      automaticActivityDetectionToVertex(\n        apiClient,\n        fromAutomaticActivityDetection,\n      ),\n    );\n  }\n\n  const fromActivityHandling = common.getValueByPath(fromObject, [\n    'activityHandling',\n  ]);\n  if (fromActivityHandling != null) {\n    common.setValueByPath(toObject, ['activityHandling'], fromActivityHandling);\n  }\n\n  const fromTurnCoverage = common.getValueByPath(fromObject, ['turnCoverage']);\n  if (fromTurnCoverage != null) {\n    common.setValueByPath(toObject, ['turnCoverage'], fromTurnCoverage);\n  }\n\n  return toObject;\n}\n\nexport function slidingWindowToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SlidingWindow,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTargetTokens = common.getValueByPath(fromObject, ['targetTokens']);\n  if (fromTargetTokens != null) {\n    common.setValueByPath(toObject, ['targetTokens'], fromTargetTokens);\n  }\n\n  return toObject;\n}\n\nexport function slidingWindowToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SlidingWindow,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTargetTokens = common.getValueByPath(fromObject, ['targetTokens']);\n  if (fromTargetTokens != null) {\n    common.setValueByPath(toObject, ['targetTokens'], fromTargetTokens);\n  }\n\n  return toObject;\n}\n\nexport function contextWindowCompressionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ContextWindowCompressionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTriggerTokens = common.getValueByPath(fromObject, [\n    'triggerTokens',\n  ]);\n  if (fromTriggerTokens != null) {\n    common.setValueByPath(toObject, ['triggerTokens'], fromTriggerTokens);\n  }\n\n  const fromSlidingWindow = common.getValueByPath(fromObject, [\n    'slidingWindow',\n  ]);\n  if (fromSlidingWindow != null) {\n    common.setValueByPath(\n      toObject,\n      ['slidingWindow'],\n      slidingWindowToMldev(apiClient, fromSlidingWindow),\n    );\n  }\n\n  return toObject;\n}\n\nexport function contextWindowCompressionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContextWindowCompressionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTriggerTokens = common.getValueByPath(fromObject, [\n    'triggerTokens',\n  ]);\n  if (fromTriggerTokens != null) {\n    common.setValueByPath(toObject, ['triggerTokens'], fromTriggerTokens);\n  }\n\n  const fromSlidingWindow = common.getValueByPath(fromObject, [\n    'slidingWindow',\n  ]);\n  if (fromSlidingWindow != null) {\n    common.setValueByPath(\n      toObject,\n      ['slidingWindow'],\n      slidingWindowToVertex(apiClient, fromSlidingWindow),\n    );\n  }\n\n  return toObject;\n}\n\nexport function proactivityConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ProactivityConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromProactiveAudio = common.getValueByPath(fromObject, [\n    'proactiveAudio',\n  ]);\n  if (fromProactiveAudio != null) {\n    common.setValueByPath(toObject, ['proactiveAudio'], fromProactiveAudio);\n  }\n\n  return toObject;\n}\n\nexport function proactivityConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ProactivityConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromProactiveAudio = common.getValueByPath(fromObject, [\n    'proactiveAudio',\n  ]);\n  if (fromProactiveAudio != null) {\n    common.setValueByPath(toObject, ['proactiveAudio'], fromProactiveAudio);\n  }\n\n  return toObject;\n}\n\nexport function liveConnectConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (parentObject !== undefined && fromResponseModalities != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (parentObject !== undefined && fromTemperature != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'temperature'],\n      fromTemperature,\n    );\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (parentObject !== undefined && fromTopP != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topP'],\n      fromTopP,\n    );\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (parentObject !== undefined && fromTopK != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topK'],\n      fromTopK,\n    );\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (parentObject !== undefined && fromMaxOutputTokens != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'maxOutputTokens'],\n      fromMaxOutputTokens,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (parentObject !== undefined && fromMediaResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'mediaResolution'],\n      fromMediaResolution,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'seed'],\n      fromSeed,\n    );\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (parentObject !== undefined && fromSpeechConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'speechConfig'],\n      speechConfigToMldev(\n        apiClient,\n        t.tLiveSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromEnableAffectiveDialog = common.getValueByPath(fromObject, [\n    'enableAffectiveDialog',\n  ]);\n  if (parentObject !== undefined && fromEnableAffectiveDialog != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'enableAffectiveDialog'],\n      fromEnableAffectiveDialog,\n    );\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['setup', 'tools'], transformedList);\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (parentObject !== undefined && fromSessionResumption != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'sessionResumption'],\n      sessionResumptionConfigToMldev(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'inputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'outputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (parentObject !== undefined && fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'realtimeInputConfig'],\n      realtimeInputConfigToMldev(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (parentObject !== undefined && fromContextWindowCompression != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'contextWindowCompression'],\n      contextWindowCompressionConfigToMldev(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (parentObject !== undefined && fromProactivity != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'proactivity'],\n      proactivityConfigToMldev(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (parentObject !== undefined && fromResponseModalities != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (parentObject !== undefined && fromTemperature != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'temperature'],\n      fromTemperature,\n    );\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (parentObject !== undefined && fromTopP != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topP'],\n      fromTopP,\n    );\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (parentObject !== undefined && fromTopK != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'topK'],\n      fromTopK,\n    );\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (parentObject !== undefined && fromMaxOutputTokens != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'maxOutputTokens'],\n      fromMaxOutputTokens,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (parentObject !== undefined && fromMediaResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'mediaResolution'],\n      fromMediaResolution,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'seed'],\n      fromSeed,\n    );\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (parentObject !== undefined && fromSpeechConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'speechConfig'],\n      speechConfigToVertex(\n        apiClient,\n        t.tLiveSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromEnableAffectiveDialog = common.getValueByPath(fromObject, [\n    'enableAffectiveDialog',\n  ]);\n  if (parentObject !== undefined && fromEnableAffectiveDialog != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'generationConfig', 'enableAffectiveDialog'],\n      fromEnableAffectiveDialog,\n    );\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['setup', 'tools'], transformedList);\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (parentObject !== undefined && fromSessionResumption != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'sessionResumption'],\n      sessionResumptionConfigToVertex(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'inputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (parentObject !== undefined && fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'outputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (parentObject !== undefined && fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'realtimeInputConfig'],\n      realtimeInputConfigToVertex(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (parentObject !== undefined && fromContextWindowCompression != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'contextWindowCompression'],\n      contextWindowCompressionConfigToVertex(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (parentObject !== undefined && fromProactivity != null) {\n    common.setValueByPath(\n      parentObject,\n      ['setup', 'proactivity'],\n      proactivityConfigToVertex(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      liveConnectConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveConnectParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      liveConnectConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function activityStartToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityStartToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityEndToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function activityEndToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveSendRealtimeInputParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveSendRealtimeInputParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMedia = common.getValueByPath(fromObject, ['media']);\n  if (fromMedia != null) {\n    common.setValueByPath(\n      toObject,\n      ['mediaChunks'],\n      t.tBlobs(apiClient, fromMedia),\n    );\n  }\n\n  const fromAudio = common.getValueByPath(fromObject, ['audio']);\n  if (fromAudio != null) {\n    common.setValueByPath(\n      toObject,\n      ['audio'],\n      t.tAudioBlob(apiClient, fromAudio),\n    );\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  const fromVideo = common.getValueByPath(fromObject, ['video']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      t.tImageBlob(apiClient, fromVideo),\n    );\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToMldev());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToMldev());\n  }\n\n  return toObject;\n}\n\nexport function liveSendRealtimeInputParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveSendRealtimeInputParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMedia = common.getValueByPath(fromObject, ['media']);\n  if (fromMedia != null) {\n    common.setValueByPath(\n      toObject,\n      ['mediaChunks'],\n      t.tBlobs(apiClient, fromMedia),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['audio']) !== undefined) {\n    throw new Error('audio parameter is not supported in Vertex AI.');\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  if (common.getValueByPath(fromObject, ['video']) !== undefined) {\n    throw new Error('video parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToVertex());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToVertex());\n  }\n\n  return toObject;\n}\n\nexport function liveClientSetupToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (fromGenerationConfig != null) {\n    common.setValueByPath(toObject, ['generationConfig'], fromGenerationConfig);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (fromSystemInstruction != null) {\n    common.setValueByPath(\n      toObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(toObject, ['tools'], transformedList);\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInputConfig'],\n      realtimeInputConfigToMldev(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (fromSessionResumption != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumption'],\n      sessionResumptionConfigToMldev(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (fromContextWindowCompression != null) {\n    common.setValueByPath(\n      toObject,\n      ['contextWindowCompression'],\n      contextWindowCompressionConfigToMldev(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputAudioTranscription'],\n      audioTranscriptionConfigToMldev(),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (fromProactivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['proactivity'],\n      proactivityConfigToMldev(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientSetupToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (fromGenerationConfig != null) {\n    common.setValueByPath(toObject, ['generationConfig'], fromGenerationConfig);\n  }\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (fromSystemInstruction != null) {\n    common.setValueByPath(\n      toObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(toObject, ['tools'], transformedList);\n  }\n\n  const fromRealtimeInputConfig = common.getValueByPath(fromObject, [\n    'realtimeInputConfig',\n  ]);\n  if (fromRealtimeInputConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInputConfig'],\n      realtimeInputConfigToVertex(apiClient, fromRealtimeInputConfig),\n    );\n  }\n\n  const fromSessionResumption = common.getValueByPath(fromObject, [\n    'sessionResumption',\n  ]);\n  if (fromSessionResumption != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumption'],\n      sessionResumptionConfigToVertex(apiClient, fromSessionResumption),\n    );\n  }\n\n  const fromContextWindowCompression = common.getValueByPath(fromObject, [\n    'contextWindowCompression',\n  ]);\n  if (fromContextWindowCompression != null) {\n    common.setValueByPath(\n      toObject,\n      ['contextWindowCompression'],\n      contextWindowCompressionConfigToVertex(\n        apiClient,\n        fromContextWindowCompression,\n      ),\n    );\n  }\n\n  const fromInputAudioTranscription = common.getValueByPath(fromObject, [\n    'inputAudioTranscription',\n  ]);\n  if (fromInputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromOutputAudioTranscription = common.getValueByPath(fromObject, [\n    'outputAudioTranscription',\n  ]);\n  if (fromOutputAudioTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputAudioTranscription'],\n      audioTranscriptionConfigToVertex(),\n    );\n  }\n\n  const fromProactivity = common.getValueByPath(fromObject, ['proactivity']);\n  if (fromProactivity != null) {\n    common.setValueByPath(\n      toObject,\n      ['proactivity'],\n      proactivityConfigToVertex(apiClient, fromProactivity),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientContentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTurns = common.getValueByPath(fromObject, ['turns']);\n  if (fromTurns != null) {\n    let transformedList = fromTurns;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['turns'], transformedList);\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  return toObject;\n}\n\nexport function liveClientContentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTurns = common.getValueByPath(fromObject, ['turns']);\n  if (fromTurns != null) {\n    let transformedList = fromTurns;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['turns'], transformedList);\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  return toObject;\n}\n\nexport function liveClientRealtimeInputToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientRealtimeInput,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMediaChunks = common.getValueByPath(fromObject, ['mediaChunks']);\n  if (fromMediaChunks != null) {\n    common.setValueByPath(toObject, ['mediaChunks'], fromMediaChunks);\n  }\n\n  const fromAudio = common.getValueByPath(fromObject, ['audio']);\n  if (fromAudio != null) {\n    common.setValueByPath(toObject, ['audio'], fromAudio);\n  }\n\n  const fromAudioStreamEnd = common.getValueByPath(fromObject, [\n    'audioStreamEnd',\n  ]);\n  if (fromAudioStreamEnd != null) {\n    common.setValueByPath(toObject, ['audioStreamEnd'], fromAudioStreamEnd);\n  }\n\n  const fromVideo = common.getValueByPath(fromObject, ['video']);\n  if (fromVideo != null) {\n    common.setValueByPath(toObject, ['video'], fromVideo);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToMldev());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToMldev());\n  }\n\n  return toObject;\n}\n\nexport function liveClientRealtimeInputToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientRealtimeInput,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMediaChunks = common.getValueByPath(fromObject, ['mediaChunks']);\n  if (fromMediaChunks != null) {\n    common.setValueByPath(toObject, ['mediaChunks'], fromMediaChunks);\n  }\n\n  if (common.getValueByPath(fromObject, ['audio']) !== undefined) {\n    throw new Error('audio parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['audioStreamEnd']) !== undefined) {\n    throw new Error('audioStreamEnd parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['video']) !== undefined) {\n    throw new Error('video parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  const fromActivityStart = common.getValueByPath(fromObject, [\n    'activityStart',\n  ]);\n  if (fromActivityStart != null) {\n    common.setValueByPath(toObject, ['activityStart'], activityStartToVertex());\n  }\n\n  const fromActivityEnd = common.getValueByPath(fromObject, ['activityEnd']);\n  if (fromActivityEnd != null) {\n    common.setValueByPath(toObject, ['activityEnd'], activityEndToVertex());\n  }\n\n  return toObject;\n}\n\nexport function functionResponseToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWillContinue = common.getValueByPath(fromObject, ['willContinue']);\n  if (fromWillContinue != null) {\n    common.setValueByPath(toObject, ['willContinue'], fromWillContinue);\n  }\n\n  const fromScheduling = common.getValueByPath(fromObject, ['scheduling']);\n  if (fromScheduling != null) {\n    common.setValueByPath(toObject, ['scheduling'], fromScheduling);\n  }\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function functionResponseToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['willContinue']) !== undefined) {\n    throw new Error('willContinue parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['scheduling']) !== undefined) {\n    throw new Error('scheduling parameter is not supported in Vertex AI.');\n  }\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function liveClientToolResponseToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientToolResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionResponses = common.getValueByPath(fromObject, [\n    'functionResponses',\n  ]);\n  if (fromFunctionResponses != null) {\n    let transformedList = fromFunctionResponses;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionResponseToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionResponses'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveClientToolResponseToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientToolResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionResponses = common.getValueByPath(fromObject, [\n    'functionResponses',\n  ]);\n  if (fromFunctionResponses != null) {\n    let transformedList = fromFunctionResponses;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionResponseToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionResponses'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveClientMessageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveClientSetupToMldev(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveClientContentToMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromRealtimeInput = common.getValueByPath(fromObject, [\n    'realtimeInput',\n  ]);\n  if (fromRealtimeInput != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInput'],\n      liveClientRealtimeInputToMldev(apiClient, fromRealtimeInput),\n    );\n  }\n\n  const fromToolResponse = common.getValueByPath(fromObject, ['toolResponse']);\n  if (fromToolResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolResponse'],\n      liveClientToolResponseToMldev(apiClient, fromToolResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveClientMessageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveClientSetupToVertex(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveClientContentToVertex(apiClient, fromClientContent),\n    );\n  }\n\n  const fromRealtimeInput = common.getValueByPath(fromObject, [\n    'realtimeInput',\n  ]);\n  if (fromRealtimeInput != null) {\n    common.setValueByPath(\n      toObject,\n      ['realtimeInput'],\n      liveClientRealtimeInputToVertex(apiClient, fromRealtimeInput),\n    );\n  }\n\n  const fromToolResponse = common.getValueByPath(fromObject, ['toolResponse']);\n  if (fromToolResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolResponse'],\n      liveClientToolResponseToVertex(apiClient, fromToolResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicConnectParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['setup', 'model'], fromModel);\n  }\n\n  const fromCallbacks = common.getValueByPath(fromObject, ['callbacks']);\n  if (fromCallbacks != null) {\n    common.setValueByPath(toObject, ['callbacks'], fromCallbacks);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicConnectParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicConnectParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['model']) !== undefined) {\n    throw new Error('model parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['callbacks']) !== undefined) {\n    throw new Error('callbacks parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptToMldev(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromWeight = common.getValueByPath(fromObject, ['weight']);\n  if (fromWeight != null) {\n    common.setValueByPath(toObject, ['weight'], fromWeight);\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptToVertex(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['text']) !== undefined) {\n    throw new Error('text parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['weight']) !== undefined) {\n    throw new Error('weight parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetWeightedPromptsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetWeightedPromptsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetWeightedPromptsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetWeightedPromptsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['weightedPrompts']) !== undefined) {\n    throw new Error('weightedPrompts parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromGuidance = common.getValueByPath(fromObject, ['guidance']);\n  if (fromGuidance != null) {\n    common.setValueByPath(toObject, ['guidance'], fromGuidance);\n  }\n\n  const fromBpm = common.getValueByPath(fromObject, ['bpm']);\n  if (fromBpm != null) {\n    common.setValueByPath(toObject, ['bpm'], fromBpm);\n  }\n\n  const fromDensity = common.getValueByPath(fromObject, ['density']);\n  if (fromDensity != null) {\n    common.setValueByPath(toObject, ['density'], fromDensity);\n  }\n\n  const fromBrightness = common.getValueByPath(fromObject, ['brightness']);\n  if (fromBrightness != null) {\n    common.setValueByPath(toObject, ['brightness'], fromBrightness);\n  }\n\n  const fromScale = common.getValueByPath(fromObject, ['scale']);\n  if (fromScale != null) {\n    common.setValueByPath(toObject, ['scale'], fromScale);\n  }\n\n  const fromMuteBass = common.getValueByPath(fromObject, ['muteBass']);\n  if (fromMuteBass != null) {\n    common.setValueByPath(toObject, ['muteBass'], fromMuteBass);\n  }\n\n  const fromMuteDrums = common.getValueByPath(fromObject, ['muteDrums']);\n  if (fromMuteDrums != null) {\n    common.setValueByPath(toObject, ['muteDrums'], fromMuteDrums);\n  }\n\n  const fromOnlyBassAndDrums = common.getValueByPath(fromObject, [\n    'onlyBassAndDrums',\n  ]);\n  if (fromOnlyBassAndDrums != null) {\n    common.setValueByPath(toObject, ['onlyBassAndDrums'], fromOnlyBassAndDrums);\n  }\n\n  const fromMusicGenerationMode = common.getValueByPath(fromObject, [\n    'musicGenerationMode',\n  ]);\n  if (fromMusicGenerationMode != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationMode'],\n      fromMusicGenerationMode,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['temperature']) !== undefined) {\n    throw new Error('temperature parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['topK']) !== undefined) {\n    throw new Error('topK parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['guidance']) !== undefined) {\n    throw new Error('guidance parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['bpm']) !== undefined) {\n    throw new Error('bpm parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['density']) !== undefined) {\n    throw new Error('density parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['brightness']) !== undefined) {\n    throw new Error('brightness parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['scale']) !== undefined) {\n    throw new Error('scale parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['muteBass']) !== undefined) {\n    throw new Error('muteBass parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['muteDrums']) !== undefined) {\n    throw new Error('muteDrums parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['onlyBassAndDrums']) !== undefined) {\n    throw new Error(\n      'onlyBassAndDrums parameter is not supported in Vertex AI.',\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationMode']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationMode parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetConfigParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetConfigParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigToMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSetConfigParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSetConfigParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationConfig']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientSetupToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientSetupToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientSetup,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['model']) !== undefined) {\n    throw new Error('model parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['weightedPrompts']) !== undefined) {\n    throw new Error('weightedPrompts parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientMessageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetup = common.getValueByPath(fromObject, ['setup']);\n  if (fromSetup != null) {\n    common.setValueByPath(\n      toObject,\n      ['setup'],\n      liveMusicClientSetupToMldev(apiClient, fromSetup),\n    );\n  }\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentToMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigToMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  const fromPlaybackControl = common.getValueByPath(fromObject, [\n    'playbackControl',\n  ]);\n  if (fromPlaybackControl != null) {\n    common.setValueByPath(toObject, ['playbackControl'], fromPlaybackControl);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientMessageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['setup']) !== undefined) {\n    throw new Error('setup parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['clientContent']) !== undefined) {\n    throw new Error('clientContent parameter is not supported in Vertex AI.');\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['musicGenerationConfig']) !== undefined\n  ) {\n    throw new Error(\n      'musicGenerationConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['playbackControl']) !== undefined) {\n    throw new Error('playbackControl parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function liveServerSetupCompleteFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveServerSetupCompleteFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function videoMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function blobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function partFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function contentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function transcriptionFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Transcription,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFinished = common.getValueByPath(fromObject, ['finished']);\n  if (fromFinished != null) {\n    common.setValueByPath(toObject, ['finished'], fromFinished);\n  }\n\n  return toObject;\n}\n\nexport function transcriptionFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Transcription,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFinished = common.getValueByPath(fromObject, ['finished']);\n  if (fromFinished != null) {\n    common.setValueByPath(toObject, ['finished'], fromFinished);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModelTurn = common.getValueByPath(fromObject, ['modelTurn']);\n  if (fromModelTurn != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelTurn'],\n      contentFromMldev(apiClient, fromModelTurn),\n    );\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  const fromInterrupted = common.getValueByPath(fromObject, ['interrupted']);\n  if (fromInterrupted != null) {\n    common.setValueByPath(toObject, ['interrupted'], fromInterrupted);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromGenerationComplete = common.getValueByPath(fromObject, [\n    'generationComplete',\n  ]);\n  if (fromGenerationComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationComplete'],\n      fromGenerationComplete,\n    );\n  }\n\n  const fromInputTranscription = common.getValueByPath(fromObject, [\n    'inputTranscription',\n  ]);\n  if (fromInputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputTranscription'],\n      transcriptionFromMldev(apiClient, fromInputTranscription),\n    );\n  }\n\n  const fromOutputTranscription = common.getValueByPath(fromObject, [\n    'outputTranscription',\n  ]);\n  if (fromOutputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputTranscription'],\n      transcriptionFromMldev(apiClient, fromOutputTranscription),\n    );\n  }\n\n  const fromUrlContextMetadata = common.getValueByPath(fromObject, [\n    'urlContextMetadata',\n  ]);\n  if (fromUrlContextMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlContextMetadata'],\n      urlContextMetadataFromMldev(apiClient, fromUrlContextMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerContentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModelTurn = common.getValueByPath(fromObject, ['modelTurn']);\n  if (fromModelTurn != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelTurn'],\n      contentFromVertex(apiClient, fromModelTurn),\n    );\n  }\n\n  const fromTurnComplete = common.getValueByPath(fromObject, ['turnComplete']);\n  if (fromTurnComplete != null) {\n    common.setValueByPath(toObject, ['turnComplete'], fromTurnComplete);\n  }\n\n  const fromInterrupted = common.getValueByPath(fromObject, ['interrupted']);\n  if (fromInterrupted != null) {\n    common.setValueByPath(toObject, ['interrupted'], fromInterrupted);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromGenerationComplete = common.getValueByPath(fromObject, [\n    'generationComplete',\n  ]);\n  if (fromGenerationComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationComplete'],\n      fromGenerationComplete,\n    );\n  }\n\n  const fromInputTranscription = common.getValueByPath(fromObject, [\n    'inputTranscription',\n  ]);\n  if (fromInputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['inputTranscription'],\n      transcriptionFromVertex(apiClient, fromInputTranscription),\n    );\n  }\n\n  const fromOutputTranscription = common.getValueByPath(fromObject, [\n    'outputTranscription',\n  ]);\n  if (fromOutputTranscription != null) {\n    common.setValueByPath(\n      toObject,\n      ['outputTranscription'],\n      transcriptionFromVertex(apiClient, fromOutputTranscription),\n    );\n  }\n\n  return toObject;\n}\n\nexport function functionCallFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromId = common.getValueByPath(fromObject, ['id']);\n  if (fromId != null) {\n    common.setValueByPath(toObject, ['id'], fromId);\n  }\n\n  const fromArgs = common.getValueByPath(fromObject, ['args']);\n  if (fromArgs != null) {\n    common.setValueByPath(toObject, ['args'], fromArgs);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  return toObject;\n}\n\nexport function functionCallFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromArgs = common.getValueByPath(fromObject, ['args']);\n  if (fromArgs != null) {\n    common.setValueByPath(toObject, ['args'], fromArgs);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCalls = common.getValueByPath(fromObject, [\n    'functionCalls',\n  ]);\n  if (fromFunctionCalls != null) {\n    let transformedList = fromFunctionCalls;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionCallFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionCalls'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCall,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCalls = common.getValueByPath(fromObject, [\n    'functionCalls',\n  ]);\n  if (fromFunctionCalls != null) {\n    let transformedList = fromFunctionCalls;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionCallFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionCalls'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallCancellationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCallCancellation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIds = common.getValueByPath(fromObject, ['ids']);\n  if (fromIds != null) {\n    common.setValueByPath(toObject, ['ids'], fromIds);\n  }\n\n  return toObject;\n}\n\nexport function liveServerToolCallCancellationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerToolCallCancellation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIds = common.getValueByPath(fromObject, ['ids']);\n  if (fromIds != null) {\n    common.setValueByPath(toObject, ['ids'], fromIds);\n  }\n\n  return toObject;\n}\n\nexport function modalityTokenCountFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ModalityTokenCount,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModality = common.getValueByPath(fromObject, ['modality']);\n  if (fromModality != null) {\n    common.setValueByPath(toObject, ['modality'], fromModality);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function modalityTokenCountFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ModalityTokenCount,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModality = common.getValueByPath(fromObject, ['modality']);\n  if (fromModality != null) {\n    common.setValueByPath(toObject, ['modality'], fromModality);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function usageMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UsageMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPromptTokenCount = common.getValueByPath(fromObject, [\n    'promptTokenCount',\n  ]);\n  if (fromPromptTokenCount != null) {\n    common.setValueByPath(toObject, ['promptTokenCount'], fromPromptTokenCount);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  const fromResponseTokenCount = common.getValueByPath(fromObject, [\n    'responseTokenCount',\n  ]);\n  if (fromResponseTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseTokenCount'],\n      fromResponseTokenCount,\n    );\n  }\n\n  const fromToolUsePromptTokenCount = common.getValueByPath(fromObject, [\n    'toolUsePromptTokenCount',\n  ]);\n  if (fromToolUsePromptTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokenCount'],\n      fromToolUsePromptTokenCount,\n    );\n  }\n\n  const fromThoughtsTokenCount = common.getValueByPath(fromObject, [\n    'thoughtsTokenCount',\n  ]);\n  if (fromThoughtsTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['thoughtsTokenCount'],\n      fromThoughtsTokenCount,\n    );\n  }\n\n  const fromTotalTokenCount = common.getValueByPath(fromObject, [\n    'totalTokenCount',\n  ]);\n  if (fromTotalTokenCount != null) {\n    common.setValueByPath(toObject, ['totalTokenCount'], fromTotalTokenCount);\n  }\n\n  const fromPromptTokensDetails = common.getValueByPath(fromObject, [\n    'promptTokensDetails',\n  ]);\n  if (fromPromptTokensDetails != null) {\n    let transformedList = fromPromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['promptTokensDetails'], transformedList);\n  }\n\n  const fromCacheTokensDetails = common.getValueByPath(fromObject, [\n    'cacheTokensDetails',\n  ]);\n  if (fromCacheTokensDetails != null) {\n    let transformedList = fromCacheTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cacheTokensDetails'], transformedList);\n  }\n\n  const fromResponseTokensDetails = common.getValueByPath(fromObject, [\n    'responseTokensDetails',\n  ]);\n  if (fromResponseTokensDetails != null) {\n    let transformedList = fromResponseTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['responseTokensDetails'], transformedList);\n  }\n\n  const fromToolUsePromptTokensDetails = common.getValueByPath(fromObject, [\n    'toolUsePromptTokensDetails',\n  ]);\n  if (fromToolUsePromptTokensDetails != null) {\n    let transformedList = fromToolUsePromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokensDetails'],\n      transformedList,\n    );\n  }\n\n  return toObject;\n}\n\nexport function usageMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UsageMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPromptTokenCount = common.getValueByPath(fromObject, [\n    'promptTokenCount',\n  ]);\n  if (fromPromptTokenCount != null) {\n    common.setValueByPath(toObject, ['promptTokenCount'], fromPromptTokenCount);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  const fromResponseTokenCount = common.getValueByPath(fromObject, [\n    'candidatesTokenCount',\n  ]);\n  if (fromResponseTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseTokenCount'],\n      fromResponseTokenCount,\n    );\n  }\n\n  const fromToolUsePromptTokenCount = common.getValueByPath(fromObject, [\n    'toolUsePromptTokenCount',\n  ]);\n  if (fromToolUsePromptTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokenCount'],\n      fromToolUsePromptTokenCount,\n    );\n  }\n\n  const fromThoughtsTokenCount = common.getValueByPath(fromObject, [\n    'thoughtsTokenCount',\n  ]);\n  if (fromThoughtsTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['thoughtsTokenCount'],\n      fromThoughtsTokenCount,\n    );\n  }\n\n  const fromTotalTokenCount = common.getValueByPath(fromObject, [\n    'totalTokenCount',\n  ]);\n  if (fromTotalTokenCount != null) {\n    common.setValueByPath(toObject, ['totalTokenCount'], fromTotalTokenCount);\n  }\n\n  const fromPromptTokensDetails = common.getValueByPath(fromObject, [\n    'promptTokensDetails',\n  ]);\n  if (fromPromptTokensDetails != null) {\n    let transformedList = fromPromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['promptTokensDetails'], transformedList);\n  }\n\n  const fromCacheTokensDetails = common.getValueByPath(fromObject, [\n    'cacheTokensDetails',\n  ]);\n  if (fromCacheTokensDetails != null) {\n    let transformedList = fromCacheTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['cacheTokensDetails'], transformedList);\n  }\n\n  const fromResponseTokensDetails = common.getValueByPath(fromObject, [\n    'candidatesTokensDetails',\n  ]);\n  if (fromResponseTokensDetails != null) {\n    let transformedList = fromResponseTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['responseTokensDetails'], transformedList);\n  }\n\n  const fromToolUsePromptTokensDetails = common.getValueByPath(fromObject, [\n    'toolUsePromptTokensDetails',\n  ]);\n  if (fromToolUsePromptTokensDetails != null) {\n    let transformedList = fromToolUsePromptTokensDetails;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modalityTokenCountFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['toolUsePromptTokensDetails'],\n      transformedList,\n    );\n  }\n\n  const fromTrafficType = common.getValueByPath(fromObject, ['trafficType']);\n  if (fromTrafficType != null) {\n    common.setValueByPath(toObject, ['trafficType'], fromTrafficType);\n  }\n\n  return toObject;\n}\n\nexport function liveServerGoAwayFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerGoAway,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeLeft = common.getValueByPath(fromObject, ['timeLeft']);\n  if (fromTimeLeft != null) {\n    common.setValueByPath(toObject, ['timeLeft'], fromTimeLeft);\n  }\n\n  return toObject;\n}\n\nexport function liveServerGoAwayFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerGoAway,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeLeft = common.getValueByPath(fromObject, ['timeLeft']);\n  if (fromTimeLeft != null) {\n    common.setValueByPath(toObject, ['timeLeft'], fromTimeLeft);\n  }\n\n  return toObject;\n}\n\nexport function liveServerSessionResumptionUpdateFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerSessionResumptionUpdate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNewHandle = common.getValueByPath(fromObject, ['newHandle']);\n  if (fromNewHandle != null) {\n    common.setValueByPath(toObject, ['newHandle'], fromNewHandle);\n  }\n\n  const fromResumable = common.getValueByPath(fromObject, ['resumable']);\n  if (fromResumable != null) {\n    common.setValueByPath(toObject, ['resumable'], fromResumable);\n  }\n\n  const fromLastConsumedClientMessageIndex = common.getValueByPath(fromObject, [\n    'lastConsumedClientMessageIndex',\n  ]);\n  if (fromLastConsumedClientMessageIndex != null) {\n    common.setValueByPath(\n      toObject,\n      ['lastConsumedClientMessageIndex'],\n      fromLastConsumedClientMessageIndex,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerSessionResumptionUpdateFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerSessionResumptionUpdate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNewHandle = common.getValueByPath(fromObject, ['newHandle']);\n  if (fromNewHandle != null) {\n    common.setValueByPath(toObject, ['newHandle'], fromNewHandle);\n  }\n\n  const fromResumable = common.getValueByPath(fromObject, ['resumable']);\n  if (fromResumable != null) {\n    common.setValueByPath(toObject, ['resumable'], fromResumable);\n  }\n\n  const fromLastConsumedClientMessageIndex = common.getValueByPath(fromObject, [\n    'lastConsumedClientMessageIndex',\n  ]);\n  if (fromLastConsumedClientMessageIndex != null) {\n    common.setValueByPath(\n      toObject,\n      ['lastConsumedClientMessageIndex'],\n      fromLastConsumedClientMessageIndex,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerMessageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveServerSetupCompleteFromMldev(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveServerContentFromMldev(apiClient, fromServerContent),\n    );\n  }\n\n  const fromToolCall = common.getValueByPath(fromObject, ['toolCall']);\n  if (fromToolCall != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCall'],\n      liveServerToolCallFromMldev(apiClient, fromToolCall),\n    );\n  }\n\n  const fromToolCallCancellation = common.getValueByPath(fromObject, [\n    'toolCallCancellation',\n  ]);\n  if (fromToolCallCancellation != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCallCancellation'],\n      liveServerToolCallCancellationFromMldev(\n        apiClient,\n        fromToolCallCancellation,\n      ),\n    );\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['usageMetadata'],\n      usageMetadataFromMldev(apiClient, fromUsageMetadata),\n    );\n  }\n\n  const fromGoAway = common.getValueByPath(fromObject, ['goAway']);\n  if (fromGoAway != null) {\n    common.setValueByPath(\n      toObject,\n      ['goAway'],\n      liveServerGoAwayFromMldev(apiClient, fromGoAway),\n    );\n  }\n\n  const fromSessionResumptionUpdate = common.getValueByPath(fromObject, [\n    'sessionResumptionUpdate',\n  ]);\n  if (fromSessionResumptionUpdate != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumptionUpdate'],\n      liveServerSessionResumptionUpdateFromMldev(\n        apiClient,\n        fromSessionResumptionUpdate,\n      ),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveServerMessageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveServerSetupCompleteFromVertex(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveServerContentFromVertex(apiClient, fromServerContent),\n    );\n  }\n\n  const fromToolCall = common.getValueByPath(fromObject, ['toolCall']);\n  if (fromToolCall != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCall'],\n      liveServerToolCallFromVertex(apiClient, fromToolCall),\n    );\n  }\n\n  const fromToolCallCancellation = common.getValueByPath(fromObject, [\n    'toolCallCancellation',\n  ]);\n  if (fromToolCallCancellation != null) {\n    common.setValueByPath(\n      toObject,\n      ['toolCallCancellation'],\n      liveServerToolCallCancellationFromVertex(\n        apiClient,\n        fromToolCallCancellation,\n      ),\n    );\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['usageMetadata'],\n      usageMetadataFromVertex(apiClient, fromUsageMetadata),\n    );\n  }\n\n  const fromGoAway = common.getValueByPath(fromObject, ['goAway']);\n  if (fromGoAway != null) {\n    common.setValueByPath(\n      toObject,\n      ['goAway'],\n      liveServerGoAwayFromVertex(apiClient, fromGoAway),\n    );\n  }\n\n  const fromSessionResumptionUpdate = common.getValueByPath(fromObject, [\n    'sessionResumptionUpdate',\n  ]);\n  if (fromSessionResumptionUpdate != null) {\n    common.setValueByPath(\n      toObject,\n      ['sessionResumptionUpdate'],\n      liveServerSessionResumptionUpdateFromVertex(\n        apiClient,\n        fromSessionResumptionUpdate,\n      ),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerSetupCompleteFromMldev(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerSetupCompleteFromVertex(): Record<\n  string,\n  unknown\n> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function weightedPromptFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.WeightedPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromWeight = common.getValueByPath(fromObject, ['weight']);\n  if (fromWeight != null) {\n    common.setValueByPath(toObject, ['weight'], fromWeight);\n  }\n\n  return toObject;\n}\n\nexport function weightedPromptFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicClientContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicClientContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromWeightedPrompts = common.getValueByPath(fromObject, [\n    'weightedPrompts',\n  ]);\n  if (fromWeightedPrompts != null) {\n    let transformedList = fromWeightedPrompts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return weightedPromptFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['weightedPrompts'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicClientContentFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicGenerationConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromGuidance = common.getValueByPath(fromObject, ['guidance']);\n  if (fromGuidance != null) {\n    common.setValueByPath(toObject, ['guidance'], fromGuidance);\n  }\n\n  const fromBpm = common.getValueByPath(fromObject, ['bpm']);\n  if (fromBpm != null) {\n    common.setValueByPath(toObject, ['bpm'], fromBpm);\n  }\n\n  const fromDensity = common.getValueByPath(fromObject, ['density']);\n  if (fromDensity != null) {\n    common.setValueByPath(toObject, ['density'], fromDensity);\n  }\n\n  const fromBrightness = common.getValueByPath(fromObject, ['brightness']);\n  if (fromBrightness != null) {\n    common.setValueByPath(toObject, ['brightness'], fromBrightness);\n  }\n\n  const fromScale = common.getValueByPath(fromObject, ['scale']);\n  if (fromScale != null) {\n    common.setValueByPath(toObject, ['scale'], fromScale);\n  }\n\n  const fromMuteBass = common.getValueByPath(fromObject, ['muteBass']);\n  if (fromMuteBass != null) {\n    common.setValueByPath(toObject, ['muteBass'], fromMuteBass);\n  }\n\n  const fromMuteDrums = common.getValueByPath(fromObject, ['muteDrums']);\n  if (fromMuteDrums != null) {\n    common.setValueByPath(toObject, ['muteDrums'], fromMuteDrums);\n  }\n\n  const fromOnlyBassAndDrums = common.getValueByPath(fromObject, [\n    'onlyBassAndDrums',\n  ]);\n  if (fromOnlyBassAndDrums != null) {\n    common.setValueByPath(toObject, ['onlyBassAndDrums'], fromOnlyBassAndDrums);\n  }\n\n  const fromMusicGenerationMode = common.getValueByPath(fromObject, [\n    'musicGenerationMode',\n  ]);\n  if (fromMusicGenerationMode != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationMode'],\n      fromMusicGenerationMode,\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicGenerationConfigFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicSourceMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSourceMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentFromMldev(apiClient, fromClientContent),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigFromMldev(apiClient, fromMusicGenerationConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicSourceMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicSourceMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromClientContent = common.getValueByPath(fromObject, [\n    'clientContent',\n  ]);\n  if (fromClientContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['clientContent'],\n      liveMusicClientContentFromVertex(),\n    );\n  }\n\n  const fromMusicGenerationConfig = common.getValueByPath(fromObject, [\n    'musicGenerationConfig',\n  ]);\n  if (fromMusicGenerationConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['musicGenerationConfig'],\n      liveMusicGenerationConfigFromVertex(),\n    );\n  }\n\n  return toObject;\n}\n\nexport function audioChunkFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.AudioChunk,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  const fromSourceMetadata = common.getValueByPath(fromObject, [\n    'sourceMetadata',\n  ]);\n  if (fromSourceMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['sourceMetadata'],\n      liveMusicSourceMetadataFromMldev(apiClient, fromSourceMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function audioChunkFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerContentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicServerContent,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAudioChunks = common.getValueByPath(fromObject, ['audioChunks']);\n  if (fromAudioChunks != null) {\n    let transformedList = fromAudioChunks;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return audioChunkFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['audioChunks'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerContentFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicFilteredPromptFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicFilteredPrompt,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  const fromFilteredReason = common.getValueByPath(fromObject, [\n    'filteredReason',\n  ]);\n  if (fromFilteredReason != null) {\n    common.setValueByPath(toObject, ['filteredReason'], fromFilteredReason);\n  }\n\n  return toObject;\n}\n\nexport function liveMusicFilteredPromptFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function liveMusicServerMessageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.LiveMusicServerMessage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSetupComplete = common.getValueByPath(fromObject, [\n    'setupComplete',\n  ]);\n  if (fromSetupComplete != null) {\n    common.setValueByPath(\n      toObject,\n      ['setupComplete'],\n      liveMusicServerSetupCompleteFromMldev(),\n    );\n  }\n\n  const fromServerContent = common.getValueByPath(fromObject, [\n    'serverContent',\n  ]);\n  if (fromServerContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['serverContent'],\n      liveMusicServerContentFromMldev(apiClient, fromServerContent),\n    );\n  }\n\n  const fromFilteredPrompt = common.getValueByPath(fromObject, [\n    'filteredPrompt',\n  ]);\n  if (fromFilteredPrompt != null) {\n    common.setValueByPath(\n      toObject,\n      ['filteredPrompt'],\n      liveMusicFilteredPromptFromMldev(apiClient, fromFilteredPrompt),\n    );\n  }\n\n  return toObject;\n}\n\nexport function liveMusicServerMessageFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as _internal_types from '../_internal_types.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function videoMetadataToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['displayName']) !== undefined) {\n    throw new Error('displayName parameter is not supported in Gemini API.');\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function modelSelectionConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ModelSelectionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['featureSelectionPreference']) !==\n    undefined\n  ) {\n    throw new Error(\n      'featureSelectionPreference parameter is not supported in Gemini API.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function safetySettingToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SafetySetting,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['method']) !== undefined) {\n    throw new Error('method parameter is not supported in Gemini API.');\n  }\n\n  const fromCategory = common.getValueByPath(fromObject, ['category']);\n  if (fromCategory != null) {\n    common.setValueByPath(toObject, ['category'], fromCategory);\n  }\n\n  const fromThreshold = common.getValueByPath(fromObject, ['threshold']);\n  if (fromThreshold != null) {\n    common.setValueByPath(toObject, ['threshold'], fromThreshold);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBehavior = common.getValueByPath(fromObject, ['behavior']);\n  if (fromBehavior != null) {\n    common.setValueByPath(toObject, ['behavior'], fromBehavior);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToMldev(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToMldev(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyString']) !== undefined) {\n    throw new Error('apiKeyString parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function authConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['apiKeyConfig']) !== undefined) {\n    throw new Error('apiKeyConfig parameter is not supported in Gemini API.');\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['authConfig']) !== undefined) {\n    throw new Error('authConfig parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function urlContextToMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  if (common.getValueByPath(fromObject, ['retrieval']) !== undefined) {\n    throw new Error('retrieval parameter is not supported in Gemini API.');\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToMldev(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToMldev(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['enterpriseWebSearch']) !== undefined\n  ) {\n    throw new Error(\n      'enterpriseWebSearch parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['googleMaps']) !== undefined) {\n    throw new Error('googleMaps parameter is not supported in Gemini API.');\n  }\n\n  const fromUrlContext = common.getValueByPath(fromObject, ['urlContext']);\n  if (fromUrlContext != null) {\n    common.setValueByPath(toObject, ['urlContext'], urlContextToMldev());\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToMldev(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToMldev(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToMldev(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToMldev(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToMldev(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeaker = common.getValueByPath(fromObject, ['speaker']);\n  if (fromSpeaker != null) {\n    common.setValueByPath(toObject, ['speaker'], fromSpeaker);\n  }\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSpeakerVoiceConfigs = common.getValueByPath(fromObject, [\n    'speakerVoiceConfigs',\n  ]);\n  if (fromSpeakerVoiceConfigs != null) {\n    let transformedList = fromSpeakerVoiceConfigs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return speakerVoiceConfigToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['speakerVoiceConfigs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToMldev(apiClient, fromVoiceConfig),\n    );\n  }\n\n  const fromMultiSpeakerVoiceConfig = common.getValueByPath(fromObject, [\n    'multiSpeakerVoiceConfig',\n  ]);\n  if (fromMultiSpeakerVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['multiSpeakerVoiceConfig'],\n      multiSpeakerVoiceConfigToMldev(apiClient, fromMultiSpeakerVoiceConfig),\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function thinkingConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ThinkingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeThoughts = common.getValueByPath(fromObject, [\n    'includeThoughts',\n  ]);\n  if (fromIncludeThoughts != null) {\n    common.setValueByPath(toObject, ['includeThoughts'], fromIncludeThoughts);\n  }\n\n  const fromThinkingBudget = common.getValueByPath(fromObject, [\n    'thinkingBudget',\n  ]);\n  if (fromThinkingBudget != null) {\n    common.setValueByPath(toObject, ['thinkingBudget'], fromThinkingBudget);\n  }\n\n  return toObject;\n}\n\nexport function generateContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToMldev(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (fromTopP != null) {\n    common.setValueByPath(toObject, ['topP'], fromTopP);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromCandidateCount = common.getValueByPath(fromObject, [\n    'candidateCount',\n  ]);\n  if (fromCandidateCount != null) {\n    common.setValueByPath(toObject, ['candidateCount'], fromCandidateCount);\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (fromMaxOutputTokens != null) {\n    common.setValueByPath(toObject, ['maxOutputTokens'], fromMaxOutputTokens);\n  }\n\n  const fromStopSequences = common.getValueByPath(fromObject, [\n    'stopSequences',\n  ]);\n  if (fromStopSequences != null) {\n    common.setValueByPath(toObject, ['stopSequences'], fromStopSequences);\n  }\n\n  const fromResponseLogprobs = common.getValueByPath(fromObject, [\n    'responseLogprobs',\n  ]);\n  if (fromResponseLogprobs != null) {\n    common.setValueByPath(toObject, ['responseLogprobs'], fromResponseLogprobs);\n  }\n\n  const fromLogprobs = common.getValueByPath(fromObject, ['logprobs']);\n  if (fromLogprobs != null) {\n    common.setValueByPath(toObject, ['logprobs'], fromLogprobs);\n  }\n\n  const fromPresencePenalty = common.getValueByPath(fromObject, [\n    'presencePenalty',\n  ]);\n  if (fromPresencePenalty != null) {\n    common.setValueByPath(toObject, ['presencePenalty'], fromPresencePenalty);\n  }\n\n  const fromFrequencyPenalty = common.getValueByPath(fromObject, [\n    'frequencyPenalty',\n  ]);\n  if (fromFrequencyPenalty != null) {\n    common.setValueByPath(toObject, ['frequencyPenalty'], fromFrequencyPenalty);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromResponseMimeType = common.getValueByPath(fromObject, [\n    'responseMimeType',\n  ]);\n  if (fromResponseMimeType != null) {\n    common.setValueByPath(toObject, ['responseMimeType'], fromResponseMimeType);\n  }\n\n  const fromResponseSchema = common.getValueByPath(fromObject, [\n    'responseSchema',\n  ]);\n  if (fromResponseSchema != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseSchema'],\n      t.tSchema(apiClient, fromResponseSchema),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['routingConfig']) !== undefined) {\n    throw new Error('routingConfig parameter is not supported in Gemini API.');\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['modelSelectionConfig']) !== undefined\n  ) {\n    throw new Error(\n      'modelSelectionConfig parameter is not supported in Gemini API.',\n    );\n  }\n\n  const fromSafetySettings = common.getValueByPath(fromObject, [\n    'safetySettings',\n  ]);\n  if (parentObject !== undefined && fromSafetySettings != null) {\n    let transformedList = fromSafetySettings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return safetySettingToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['safetySettings'], transformedList);\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToMldev(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToMldev(apiClient, fromToolConfig),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['labels']) !== undefined) {\n    throw new Error('labels parameter is not supported in Gemini API.');\n  }\n\n  const fromCachedContent = common.getValueByPath(fromObject, [\n    'cachedContent',\n  ]);\n  if (parentObject !== undefined && fromCachedContent != null) {\n    common.setValueByPath(\n      parentObject,\n      ['cachedContent'],\n      t.tCachedContentName(apiClient, fromCachedContent),\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (fromResponseModalities != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (fromMediaResolution != null) {\n    common.setValueByPath(toObject, ['mediaResolution'], fromMediaResolution);\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (fromSpeechConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['speechConfig'],\n      speechConfigToMldev(\n        apiClient,\n        t.tSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['audioTimestamp']) !== undefined) {\n    throw new Error('audioTimestamp parameter is not supported in Gemini API.');\n  }\n\n  const fromThinkingConfig = common.getValueByPath(fromObject, [\n    'thinkingConfig',\n  ]);\n  if (fromThinkingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['thinkingConfig'],\n      thinkingConfigToMldev(apiClient, fromThinkingConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationConfig'],\n      generateContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTaskType = common.getValueByPath(fromObject, ['taskType']);\n  if (parentObject !== undefined && fromTaskType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['requests[]', 'taskType'],\n      fromTaskType,\n    );\n  }\n\n  const fromTitle = common.getValueByPath(fromObject, ['title']);\n  if (parentObject !== undefined && fromTitle != null) {\n    common.setValueByPath(parentObject, ['requests[]', 'title'], fromTitle);\n  }\n\n  const fromOutputDimensionality = common.getValueByPath(fromObject, [\n    'outputDimensionality',\n  ]);\n  if (parentObject !== undefined && fromOutputDimensionality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['requests[]', 'outputDimensionality'],\n      fromOutputDimensionality,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['mimeType']) !== undefined) {\n    throw new Error('mimeType parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['autoTruncate']) !== undefined) {\n    throw new Error('autoTruncate parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function embedContentParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    common.setValueByPath(\n      toObject,\n      ['requests[]', 'content'],\n      t.tContentsForEmbed(apiClient, fromContents),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      embedContentConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  const fromModelForEmbedContent = common.getValueByPath(fromObject, ['model']);\n  if (fromModelForEmbedContent !== undefined) {\n    common.setValueByPath(\n      toObject,\n      ['requests[]', 'model'],\n      t.tModel(apiClient, fromModelForEmbedContent),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['outputGcsUri']) !== undefined) {\n    throw new Error('outputGcsUri parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['negativePrompt']) !== undefined) {\n    throw new Error('negativePrompt parameter is not supported in Gemini API.');\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Gemini API.');\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['addWatermark']) !== undefined) {\n    throw new Error('addWatermark parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['enhancePrompt']) !== undefined) {\n    throw new Error('enhancePrompt parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function generateImagesParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateImagesConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listModelsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  const fromQueryBase = common.getValueByPath(fromObject, ['queryBase']);\n  if (parentObject !== undefined && fromQueryBase != null) {\n    common.setValueByPath(\n      parentObject,\n      ['_url', 'models_url'],\n      t.tModelsUrl(apiClient, fromQueryBase),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listModelsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listModelsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (parentObject !== undefined && fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      parentObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateModelConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function deleteModelParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.DeleteModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function countTokensConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['systemInstruction']) !== undefined) {\n    throw new Error(\n      'systemInstruction parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['tools']) !== undefined) {\n    throw new Error('tools parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['generationConfig']) !== undefined) {\n    throw new Error(\n      'generationConfig parameter is not supported in Gemini API.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function countTokensParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      countTokensConfigToMldev(apiClient, fromConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageToMldev(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, ['imageBytes']);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['bytesBase64Encoded'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generateVideosConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNumberOfVideos = common.getValueByPath(fromObject, [\n    'numberOfVideos',\n  ]);\n  if (parentObject !== undefined && fromNumberOfVideos != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfVideos,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['outputGcsUri']) !== undefined) {\n    throw new Error('outputGcsUri parameter is not supported in Gemini API.');\n  }\n\n  if (common.getValueByPath(fromObject, ['fps']) !== undefined) {\n    throw new Error('fps parameter is not supported in Gemini API.');\n  }\n\n  const fromDurationSeconds = common.getValueByPath(fromObject, [\n    'durationSeconds',\n  ]);\n  if (parentObject !== undefined && fromDurationSeconds != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'durationSeconds'],\n      fromDurationSeconds,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['seed']) !== undefined) {\n    throw new Error('seed parameter is not supported in Gemini API.');\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['resolution']) !== undefined) {\n    throw new Error('resolution parameter is not supported in Gemini API.');\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['pubsubTopic']) !== undefined) {\n    throw new Error('pubsubTopic parameter is not supported in Gemini API.');\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['enhancePrompt']) !== undefined) {\n    throw new Error('enhancePrompt parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function generateVideosParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToMldev(apiClient, fromImage),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateVideosConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataToVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobToVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function modelSelectionConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ModelSelectionConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFeatureSelectionPreference = common.getValueByPath(fromObject, [\n    'featureSelectionPreference',\n  ]);\n  if (fromFeatureSelectionPreference != null) {\n    common.setValueByPath(\n      toObject,\n      ['featureSelectionPreference'],\n      fromFeatureSelectionPreference,\n    );\n  }\n\n  return toObject;\n}\n\nexport function safetySettingToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SafetySetting,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMethod = common.getValueByPath(fromObject, ['method']);\n  if (fromMethod != null) {\n    common.setValueByPath(toObject, ['method'], fromMethod);\n  }\n\n  const fromCategory = common.getValueByPath(fromObject, ['category']);\n  if (fromCategory != null) {\n    common.setValueByPath(toObject, ['category'], fromCategory);\n  }\n\n  const fromThreshold = common.getValueByPath(fromObject, ['threshold']);\n  if (fromThreshold != null) {\n    common.setValueByPath(toObject, ['threshold'], fromThreshold);\n  }\n\n  return toObject;\n}\n\nexport function functionDeclarationToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionDeclaration,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['behavior']) !== undefined) {\n    throw new Error('behavior parameter is not supported in Vertex AI.');\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromParameters = common.getValueByPath(fromObject, ['parameters']);\n  if (fromParameters != null) {\n    common.setValueByPath(toObject, ['parameters'], fromParameters);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(toObject, ['response'], fromResponse);\n  }\n\n  return toObject;\n}\n\nexport function intervalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Interval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearch,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTimeRangeFilter = common.getValueByPath(fromObject, [\n    'timeRangeFilter',\n  ]);\n  if (fromTimeRangeFilter != null) {\n    common.setValueByPath(\n      toObject,\n      ['timeRangeFilter'],\n      intervalToVertex(apiClient, fromTimeRangeFilter),\n    );\n  }\n\n  return toObject;\n}\n\nexport function dynamicRetrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DynamicRetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromDynamicThreshold = common.getValueByPath(fromObject, [\n    'dynamicThreshold',\n  ]);\n  if (fromDynamicThreshold != null) {\n    common.setValueByPath(toObject, ['dynamicThreshold'], fromDynamicThreshold);\n  }\n\n  return toObject;\n}\n\nexport function googleSearchRetrievalToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleSearchRetrieval,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDynamicRetrievalConfig = common.getValueByPath(fromObject, [\n    'dynamicRetrievalConfig',\n  ]);\n  if (fromDynamicRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['dynamicRetrievalConfig'],\n      dynamicRetrievalConfigToVertex(apiClient, fromDynamicRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function enterpriseWebSearchToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function apiKeyConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ApiKeyConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyString = common.getValueByPath(fromObject, ['apiKeyString']);\n  if (fromApiKeyString != null) {\n    common.setValueByPath(toObject, ['apiKeyString'], fromApiKeyString);\n  }\n\n  return toObject;\n}\n\nexport function authConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.AuthConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromApiKeyConfig = common.getValueByPath(fromObject, ['apiKeyConfig']);\n  if (fromApiKeyConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['apiKeyConfig'],\n      apiKeyConfigToVertex(apiClient, fromApiKeyConfig),\n    );\n  }\n\n  const fromAuthType = common.getValueByPath(fromObject, ['authType']);\n  if (fromAuthType != null) {\n    common.setValueByPath(toObject, ['authType'], fromAuthType);\n  }\n\n  const fromGoogleServiceAccountConfig = common.getValueByPath(fromObject, [\n    'googleServiceAccountConfig',\n  ]);\n  if (fromGoogleServiceAccountConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleServiceAccountConfig'],\n      fromGoogleServiceAccountConfig,\n    );\n  }\n\n  const fromHttpBasicAuthConfig = common.getValueByPath(fromObject, [\n    'httpBasicAuthConfig',\n  ]);\n  if (fromHttpBasicAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['httpBasicAuthConfig'],\n      fromHttpBasicAuthConfig,\n    );\n  }\n\n  const fromOauthConfig = common.getValueByPath(fromObject, ['oauthConfig']);\n  if (fromOauthConfig != null) {\n    common.setValueByPath(toObject, ['oauthConfig'], fromOauthConfig);\n  }\n\n  const fromOidcConfig = common.getValueByPath(fromObject, ['oidcConfig']);\n  if (fromOidcConfig != null) {\n    common.setValueByPath(toObject, ['oidcConfig'], fromOidcConfig);\n  }\n\n  return toObject;\n}\n\nexport function googleMapsToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GoogleMaps,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromAuthConfig = common.getValueByPath(fromObject, ['authConfig']);\n  if (fromAuthConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['authConfig'],\n      authConfigToVertex(apiClient, fromAuthConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextToVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function toolToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Tool,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionDeclarations = common.getValueByPath(fromObject, [\n    'functionDeclarations',\n  ]);\n  if (fromFunctionDeclarations != null) {\n    let transformedList = fromFunctionDeclarations;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return functionDeclarationToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['functionDeclarations'], transformedList);\n  }\n\n  const fromRetrieval = common.getValueByPath(fromObject, ['retrieval']);\n  if (fromRetrieval != null) {\n    common.setValueByPath(toObject, ['retrieval'], fromRetrieval);\n  }\n\n  const fromGoogleSearch = common.getValueByPath(fromObject, ['googleSearch']);\n  if (fromGoogleSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearch'],\n      googleSearchToVertex(apiClient, fromGoogleSearch),\n    );\n  }\n\n  const fromGoogleSearchRetrieval = common.getValueByPath(fromObject, [\n    'googleSearchRetrieval',\n  ]);\n  if (fromGoogleSearchRetrieval != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleSearchRetrieval'],\n      googleSearchRetrievalToVertex(apiClient, fromGoogleSearchRetrieval),\n    );\n  }\n\n  const fromEnterpriseWebSearch = common.getValueByPath(fromObject, [\n    'enterpriseWebSearch',\n  ]);\n  if (fromEnterpriseWebSearch != null) {\n    common.setValueByPath(\n      toObject,\n      ['enterpriseWebSearch'],\n      enterpriseWebSearchToVertex(),\n    );\n  }\n\n  const fromGoogleMaps = common.getValueByPath(fromObject, ['googleMaps']);\n  if (fromGoogleMaps != null) {\n    common.setValueByPath(\n      toObject,\n      ['googleMaps'],\n      googleMapsToVertex(apiClient, fromGoogleMaps),\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['urlContext']) !== undefined) {\n    throw new Error('urlContext parameter is not supported in Vertex AI.');\n  }\n\n  const fromCodeExecution = common.getValueByPath(fromObject, [\n    'codeExecution',\n  ]);\n  if (fromCodeExecution != null) {\n    common.setValueByPath(toObject, ['codeExecution'], fromCodeExecution);\n  }\n\n  return toObject;\n}\n\nexport function functionCallingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FunctionCallingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (fromMode != null) {\n    common.setValueByPath(toObject, ['mode'], fromMode);\n  }\n\n  const fromAllowedFunctionNames = common.getValueByPath(fromObject, [\n    'allowedFunctionNames',\n  ]);\n  if (fromAllowedFunctionNames != null) {\n    common.setValueByPath(\n      toObject,\n      ['allowedFunctionNames'],\n      fromAllowedFunctionNames,\n    );\n  }\n\n  return toObject;\n}\n\nexport function latLngToVertex(\n  apiClient: ApiClient,\n  fromObject: types.LatLng,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatitude = common.getValueByPath(fromObject, ['latitude']);\n  if (fromLatitude != null) {\n    common.setValueByPath(toObject, ['latitude'], fromLatitude);\n  }\n\n  const fromLongitude = common.getValueByPath(fromObject, ['longitude']);\n  if (fromLongitude != null) {\n    common.setValueByPath(toObject, ['longitude'], fromLongitude);\n  }\n\n  return toObject;\n}\n\nexport function retrievalConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.RetrievalConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromLatLng = common.getValueByPath(fromObject, ['latLng']);\n  if (fromLatLng != null) {\n    common.setValueByPath(\n      toObject,\n      ['latLng'],\n      latLngToVertex(apiClient, fromLatLng),\n    );\n  }\n\n  return toObject;\n}\n\nexport function toolConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ToolConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFunctionCallingConfig = common.getValueByPath(fromObject, [\n    'functionCallingConfig',\n  ]);\n  if (fromFunctionCallingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['functionCallingConfig'],\n      functionCallingConfigToVertex(apiClient, fromFunctionCallingConfig),\n    );\n  }\n\n  const fromRetrievalConfig = common.getValueByPath(fromObject, [\n    'retrievalConfig',\n  ]);\n  if (fromRetrievalConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['retrievalConfig'],\n      retrievalConfigToVertex(apiClient, fromRetrievalConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function prebuiltVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.PrebuiltVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceName = common.getValueByPath(fromObject, ['voiceName']);\n  if (fromVoiceName != null) {\n    common.setValueByPath(toObject, ['voiceName'], fromVoiceName);\n  }\n\n  return toObject;\n}\n\nexport function voiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.VoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPrebuiltVoiceConfig = common.getValueByPath(fromObject, [\n    'prebuiltVoiceConfig',\n  ]);\n  if (fromPrebuiltVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['prebuiltVoiceConfig'],\n      prebuiltVoiceConfigToVertex(apiClient, fromPrebuiltVoiceConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function speakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['speaker']) !== undefined) {\n    throw new Error('speaker parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['voiceConfig']) !== undefined) {\n    throw new Error('voiceConfig parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function multiSpeakerVoiceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MultiSpeakerVoiceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (\n    common.getValueByPath(fromObject, ['speakerVoiceConfigs']) !== undefined\n  ) {\n    throw new Error(\n      'speakerVoiceConfigs parameter is not supported in Vertex AI.',\n    );\n  }\n\n  return toObject;\n}\n\nexport function speechConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SpeechConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVoiceConfig = common.getValueByPath(fromObject, ['voiceConfig']);\n  if (fromVoiceConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['voiceConfig'],\n      voiceConfigToVertex(apiClient, fromVoiceConfig),\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['multiSpeakerVoiceConfig']) !== undefined\n  ) {\n    throw new Error(\n      'multiSpeakerVoiceConfig parameter is not supported in Vertex AI.',\n    );\n  }\n\n  const fromLanguageCode = common.getValueByPath(fromObject, ['languageCode']);\n  if (fromLanguageCode != null) {\n    common.setValueByPath(toObject, ['languageCode'], fromLanguageCode);\n  }\n\n  return toObject;\n}\n\nexport function thinkingConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ThinkingConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeThoughts = common.getValueByPath(fromObject, [\n    'includeThoughts',\n  ]);\n  if (fromIncludeThoughts != null) {\n    common.setValueByPath(toObject, ['includeThoughts'], fromIncludeThoughts);\n  }\n\n  const fromThinkingBudget = common.getValueByPath(fromObject, [\n    'thinkingBudget',\n  ]);\n  if (fromThinkingBudget != null) {\n    common.setValueByPath(toObject, ['thinkingBudget'], fromThinkingBudget);\n  }\n\n  return toObject;\n}\n\nexport function generateContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTemperature = common.getValueByPath(fromObject, ['temperature']);\n  if (fromTemperature != null) {\n    common.setValueByPath(toObject, ['temperature'], fromTemperature);\n  }\n\n  const fromTopP = common.getValueByPath(fromObject, ['topP']);\n  if (fromTopP != null) {\n    common.setValueByPath(toObject, ['topP'], fromTopP);\n  }\n\n  const fromTopK = common.getValueByPath(fromObject, ['topK']);\n  if (fromTopK != null) {\n    common.setValueByPath(toObject, ['topK'], fromTopK);\n  }\n\n  const fromCandidateCount = common.getValueByPath(fromObject, [\n    'candidateCount',\n  ]);\n  if (fromCandidateCount != null) {\n    common.setValueByPath(toObject, ['candidateCount'], fromCandidateCount);\n  }\n\n  const fromMaxOutputTokens = common.getValueByPath(fromObject, [\n    'maxOutputTokens',\n  ]);\n  if (fromMaxOutputTokens != null) {\n    common.setValueByPath(toObject, ['maxOutputTokens'], fromMaxOutputTokens);\n  }\n\n  const fromStopSequences = common.getValueByPath(fromObject, [\n    'stopSequences',\n  ]);\n  if (fromStopSequences != null) {\n    common.setValueByPath(toObject, ['stopSequences'], fromStopSequences);\n  }\n\n  const fromResponseLogprobs = common.getValueByPath(fromObject, [\n    'responseLogprobs',\n  ]);\n  if (fromResponseLogprobs != null) {\n    common.setValueByPath(toObject, ['responseLogprobs'], fromResponseLogprobs);\n  }\n\n  const fromLogprobs = common.getValueByPath(fromObject, ['logprobs']);\n  if (fromLogprobs != null) {\n    common.setValueByPath(toObject, ['logprobs'], fromLogprobs);\n  }\n\n  const fromPresencePenalty = common.getValueByPath(fromObject, [\n    'presencePenalty',\n  ]);\n  if (fromPresencePenalty != null) {\n    common.setValueByPath(toObject, ['presencePenalty'], fromPresencePenalty);\n  }\n\n  const fromFrequencyPenalty = common.getValueByPath(fromObject, [\n    'frequencyPenalty',\n  ]);\n  if (fromFrequencyPenalty != null) {\n    common.setValueByPath(toObject, ['frequencyPenalty'], fromFrequencyPenalty);\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (fromSeed != null) {\n    common.setValueByPath(toObject, ['seed'], fromSeed);\n  }\n\n  const fromResponseMimeType = common.getValueByPath(fromObject, [\n    'responseMimeType',\n  ]);\n  if (fromResponseMimeType != null) {\n    common.setValueByPath(toObject, ['responseMimeType'], fromResponseMimeType);\n  }\n\n  const fromResponseSchema = common.getValueByPath(fromObject, [\n    'responseSchema',\n  ]);\n  if (fromResponseSchema != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseSchema'],\n      t.tSchema(apiClient, fromResponseSchema),\n    );\n  }\n\n  const fromRoutingConfig = common.getValueByPath(fromObject, [\n    'routingConfig',\n  ]);\n  if (fromRoutingConfig != null) {\n    common.setValueByPath(toObject, ['routingConfig'], fromRoutingConfig);\n  }\n\n  const fromModelSelectionConfig = common.getValueByPath(fromObject, [\n    'modelSelectionConfig',\n  ]);\n  if (fromModelSelectionConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['modelConfig'],\n      modelSelectionConfigToVertex(apiClient, fromModelSelectionConfig),\n    );\n  }\n\n  const fromSafetySettings = common.getValueByPath(fromObject, [\n    'safetySettings',\n  ]);\n  if (parentObject !== undefined && fromSafetySettings != null) {\n    let transformedList = fromSafetySettings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return safetySettingToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['safetySettings'], transformedList);\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = t.tTools(apiClient, fromTools);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, t.tTool(apiClient, item));\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromToolConfig = common.getValueByPath(fromObject, ['toolConfig']);\n  if (parentObject !== undefined && fromToolConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['toolConfig'],\n      toolConfigToVertex(apiClient, fromToolConfig),\n    );\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (parentObject !== undefined && fromLabels != null) {\n    common.setValueByPath(parentObject, ['labels'], fromLabels);\n  }\n\n  const fromCachedContent = common.getValueByPath(fromObject, [\n    'cachedContent',\n  ]);\n  if (parentObject !== undefined && fromCachedContent != null) {\n    common.setValueByPath(\n      parentObject,\n      ['cachedContent'],\n      t.tCachedContentName(apiClient, fromCachedContent),\n    );\n  }\n\n  const fromResponseModalities = common.getValueByPath(fromObject, [\n    'responseModalities',\n  ]);\n  if (fromResponseModalities != null) {\n    common.setValueByPath(\n      toObject,\n      ['responseModalities'],\n      fromResponseModalities,\n    );\n  }\n\n  const fromMediaResolution = common.getValueByPath(fromObject, [\n    'mediaResolution',\n  ]);\n  if (fromMediaResolution != null) {\n    common.setValueByPath(toObject, ['mediaResolution'], fromMediaResolution);\n  }\n\n  const fromSpeechConfig = common.getValueByPath(fromObject, ['speechConfig']);\n  if (fromSpeechConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['speechConfig'],\n      speechConfigToVertex(\n        apiClient,\n        t.tSpeechConfig(apiClient, fromSpeechConfig),\n      ),\n    );\n  }\n\n  const fromAudioTimestamp = common.getValueByPath(fromObject, [\n    'audioTimestamp',\n  ]);\n  if (fromAudioTimestamp != null) {\n    common.setValueByPath(toObject, ['audioTimestamp'], fromAudioTimestamp);\n  }\n\n  const fromThinkingConfig = common.getValueByPath(fromObject, [\n    'thinkingConfig',\n  ]);\n  if (fromThinkingConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['thinkingConfig'],\n      thinkingConfigToVertex(apiClient, fromThinkingConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['generationConfig'],\n      generateContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTaskType = common.getValueByPath(fromObject, ['taskType']);\n  if (parentObject !== undefined && fromTaskType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['instances[]', 'task_type'],\n      fromTaskType,\n    );\n  }\n\n  const fromTitle = common.getValueByPath(fromObject, ['title']);\n  if (parentObject !== undefined && fromTitle != null) {\n    common.setValueByPath(parentObject, ['instances[]', 'title'], fromTitle);\n  }\n\n  const fromOutputDimensionality = common.getValueByPath(fromObject, [\n    'outputDimensionality',\n  ]);\n  if (parentObject !== undefined && fromOutputDimensionality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputDimensionality'],\n      fromOutputDimensionality,\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (parentObject !== undefined && fromMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['instances[]', 'mimeType'],\n      fromMimeType,\n    );\n  }\n\n  const fromAutoTruncate = common.getValueByPath(fromObject, ['autoTruncate']);\n  if (parentObject !== undefined && fromAutoTruncate != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'autoTruncate'],\n      fromAutoTruncate,\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[]', 'content'],\n      t.tContentsForEmbed(apiClient, fromContents),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      embedContentConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromAddWatermark = common.getValueByPath(fromObject, ['addWatermark']);\n  if (parentObject !== undefined && fromAddWatermark != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'addWatermark'],\n      fromAddWatermark,\n    );\n  }\n\n  const fromEnhancePrompt = common.getValueByPath(fromObject, [\n    'enhancePrompt',\n  ]);\n  if (parentObject !== undefined && fromEnhancePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'enhancePrompt'],\n      fromEnhancePrompt,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateImagesConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageToVertex(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['gcsUri'], fromGcsUri);\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, ['imageBytes']);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['bytesBase64Encoded'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function maskReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.MaskReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromMaskMode = common.getValueByPath(fromObject, ['maskMode']);\n  if (fromMaskMode != null) {\n    common.setValueByPath(toObject, ['maskMode'], fromMaskMode);\n  }\n\n  const fromSegmentationClasses = common.getValueByPath(fromObject, [\n    'segmentationClasses',\n  ]);\n  if (fromSegmentationClasses != null) {\n    common.setValueByPath(toObject, ['maskClasses'], fromSegmentationClasses);\n  }\n\n  const fromMaskDilation = common.getValueByPath(fromObject, ['maskDilation']);\n  if (fromMaskDilation != null) {\n    common.setValueByPath(toObject, ['dilation'], fromMaskDilation);\n  }\n\n  return toObject;\n}\n\nexport function controlReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ControlReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromControlType = common.getValueByPath(fromObject, ['controlType']);\n  if (fromControlType != null) {\n    common.setValueByPath(toObject, ['controlType'], fromControlType);\n  }\n\n  const fromEnableControlImageComputation = common.getValueByPath(fromObject, [\n    'enableControlImageComputation',\n  ]);\n  if (fromEnableControlImageComputation != null) {\n    common.setValueByPath(\n      toObject,\n      ['computeControl'],\n      fromEnableControlImageComputation,\n    );\n  }\n\n  return toObject;\n}\n\nexport function styleReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.StyleReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromStyleDescription = common.getValueByPath(fromObject, [\n    'styleDescription',\n  ]);\n  if (fromStyleDescription != null) {\n    common.setValueByPath(toObject, ['styleDescription'], fromStyleDescription);\n  }\n\n  return toObject;\n}\n\nexport function subjectReferenceConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.SubjectReferenceConfig,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSubjectType = common.getValueByPath(fromObject, ['subjectType']);\n  if (fromSubjectType != null) {\n    common.setValueByPath(toObject, ['subjectType'], fromSubjectType);\n  }\n\n  const fromSubjectDescription = common.getValueByPath(fromObject, [\n    'subjectDescription',\n  ]);\n  if (fromSubjectDescription != null) {\n    common.setValueByPath(\n      toObject,\n      ['subjectDescription'],\n      fromSubjectDescription,\n    );\n  }\n\n  return toObject;\n}\n\nexport function referenceImageAPIInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.ReferenceImageAPIInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromReferenceImage = common.getValueByPath(fromObject, [\n    'referenceImage',\n  ]);\n  if (fromReferenceImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['referenceImage'],\n      imageToVertex(apiClient, fromReferenceImage),\n    );\n  }\n\n  const fromReferenceId = common.getValueByPath(fromObject, ['referenceId']);\n  if (fromReferenceId != null) {\n    common.setValueByPath(toObject, ['referenceId'], fromReferenceId);\n  }\n\n  const fromReferenceType = common.getValueByPath(fromObject, [\n    'referenceType',\n  ]);\n  if (fromReferenceType != null) {\n    common.setValueByPath(toObject, ['referenceType'], fromReferenceType);\n  }\n\n  const fromMaskImageConfig = common.getValueByPath(fromObject, [\n    'maskImageConfig',\n  ]);\n  if (fromMaskImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['maskImageConfig'],\n      maskReferenceConfigToVertex(apiClient, fromMaskImageConfig),\n    );\n  }\n\n  const fromControlImageConfig = common.getValueByPath(fromObject, [\n    'controlImageConfig',\n  ]);\n  if (fromControlImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['controlImageConfig'],\n      controlReferenceConfigToVertex(apiClient, fromControlImageConfig),\n    );\n  }\n\n  const fromStyleImageConfig = common.getValueByPath(fromObject, [\n    'styleImageConfig',\n  ]);\n  if (fromStyleImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['styleImageConfig'],\n      styleReferenceConfigToVertex(apiClient, fromStyleImageConfig),\n    );\n  }\n\n  const fromSubjectImageConfig = common.getValueByPath(fromObject, [\n    'subjectImageConfig',\n  ]);\n  if (fromSubjectImageConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['subjectImageConfig'],\n      subjectReferenceConfigToVertex(apiClient, fromSubjectImageConfig),\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.EditImageConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromGuidanceScale = common.getValueByPath(fromObject, [\n    'guidanceScale',\n  ]);\n  if (parentObject !== undefined && fromGuidanceScale != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'guidanceScale'],\n      fromGuidanceScale,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromSafetyFilterLevel = common.getValueByPath(fromObject, [\n    'safetyFilterLevel',\n  ]);\n  if (parentObject !== undefined && fromSafetyFilterLevel != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'safetySetting'],\n      fromSafetyFilterLevel,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromIncludeSafetyAttributes = common.getValueByPath(fromObject, [\n    'includeSafetyAttributes',\n  ]);\n  if (parentObject !== undefined && fromIncludeSafetyAttributes != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeSafetyAttributes'],\n      fromIncludeSafetyAttributes,\n    );\n  }\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromLanguage = common.getValueByPath(fromObject, ['language']);\n  if (parentObject !== undefined && fromLanguage != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'language'],\n      fromLanguage,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromEditMode = common.getValueByPath(fromObject, ['editMode']);\n  if (parentObject !== undefined && fromEditMode != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'editMode'],\n      fromEditMode,\n    );\n  }\n\n  const fromBaseSteps = common.getValueByPath(fromObject, ['baseSteps']);\n  if (parentObject !== undefined && fromBaseSteps != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'editConfig', 'baseSteps'],\n      fromBaseSteps,\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageParametersInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.EditImageParametersInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromReferenceImages = common.getValueByPath(fromObject, [\n    'referenceImages',\n  ]);\n  if (fromReferenceImages != null) {\n    let transformedList = fromReferenceImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return referenceImageAPIInternalToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'referenceImages'],\n      transformedList,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      editImageConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageAPIConfigInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.UpscaleImageAPIConfigInternal,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromIncludeRaiReason = common.getValueByPath(fromObject, [\n    'includeRaiReason',\n  ]);\n  if (parentObject !== undefined && fromIncludeRaiReason != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'includeRaiReason'],\n      fromIncludeRaiReason,\n    );\n  }\n\n  const fromOutputMimeType = common.getValueByPath(fromObject, [\n    'outputMimeType',\n  ]);\n  if (parentObject !== undefined && fromOutputMimeType != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'mimeType'],\n      fromOutputMimeType,\n    );\n  }\n\n  const fromOutputCompressionQuality = common.getValueByPath(fromObject, [\n    'outputCompressionQuality',\n  ]);\n  if (parentObject !== undefined && fromOutputCompressionQuality != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'outputOptions', 'compressionQuality'],\n      fromOutputCompressionQuality,\n    );\n  }\n\n  const fromNumberOfImages = common.getValueByPath(fromObject, [\n    'numberOfImages',\n  ]);\n  if (parentObject !== undefined && fromNumberOfImages != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfImages,\n    );\n  }\n\n  const fromMode = common.getValueByPath(fromObject, ['mode']);\n  if (parentObject !== undefined && fromMode != null) {\n    common.setValueByPath(parentObject, ['parameters', 'mode'], fromMode);\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageAPIParametersInternalToVertex(\n  apiClient: ApiClient,\n  fromObject: _internal_types.UpscaleImageAPIParametersInternal,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromUpscaleFactor = common.getValueByPath(fromObject, [\n    'upscaleFactor',\n  ]);\n  if (fromUpscaleFactor != null) {\n    common.setValueByPath(\n      toObject,\n      ['parameters', 'upscaleConfig', 'upscaleFactor'],\n      fromUpscaleFactor,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      upscaleImageAPIConfigInternalToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listModelsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  const fromQueryBase = common.getValueByPath(fromObject, ['queryBase']);\n  if (parentObject !== undefined && fromQueryBase != null) {\n    common.setValueByPath(\n      parentObject,\n      ['_url', 'models_url'],\n      t.tModelsUrl(apiClient, fromQueryBase),\n    );\n  }\n\n  return toObject;\n}\n\nexport function listModelsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listModelsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (parentObject !== undefined && fromDisplayName != null) {\n    common.setValueByPath(parentObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (parentObject !== undefined && fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      parentObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  return toObject;\n}\n\nexport function updateModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpdateModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      updateModelConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function deleteModelParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.DeleteModelParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'name'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function countTokensConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromSystemInstruction = common.getValueByPath(fromObject, [\n    'systemInstruction',\n  ]);\n  if (parentObject !== undefined && fromSystemInstruction != null) {\n    common.setValueByPath(\n      parentObject,\n      ['systemInstruction'],\n      contentToVertex(apiClient, t.tContent(apiClient, fromSystemInstruction)),\n    );\n  }\n\n  const fromTools = common.getValueByPath(fromObject, ['tools']);\n  if (parentObject !== undefined && fromTools != null) {\n    let transformedList = fromTools;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return toolToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(parentObject, ['tools'], transformedList);\n  }\n\n  const fromGenerationConfig = common.getValueByPath(fromObject, [\n    'generationConfig',\n  ]);\n  if (parentObject !== undefined && fromGenerationConfig != null) {\n    common.setValueByPath(\n      parentObject,\n      ['generationConfig'],\n      fromGenerationConfig,\n    );\n  }\n\n  return toObject;\n}\n\nexport function countTokensParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      countTokensConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function computeTokensParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ComputeTokensParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromContents = common.getValueByPath(fromObject, ['contents']);\n  if (fromContents != null) {\n    let transformedList = t.tContents(apiClient, fromContents);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentToVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['contents'], transformedList);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function generateVideosConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNumberOfVideos = common.getValueByPath(fromObject, [\n    'numberOfVideos',\n  ]);\n  if (parentObject !== undefined && fromNumberOfVideos != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'sampleCount'],\n      fromNumberOfVideos,\n    );\n  }\n\n  const fromOutputGcsUri = common.getValueByPath(fromObject, ['outputGcsUri']);\n  if (parentObject !== undefined && fromOutputGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'storageUri'],\n      fromOutputGcsUri,\n    );\n  }\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (parentObject !== undefined && fromFps != null) {\n    common.setValueByPath(parentObject, ['parameters', 'fps'], fromFps);\n  }\n\n  const fromDurationSeconds = common.getValueByPath(fromObject, [\n    'durationSeconds',\n  ]);\n  if (parentObject !== undefined && fromDurationSeconds != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'durationSeconds'],\n      fromDurationSeconds,\n    );\n  }\n\n  const fromSeed = common.getValueByPath(fromObject, ['seed']);\n  if (parentObject !== undefined && fromSeed != null) {\n    common.setValueByPath(parentObject, ['parameters', 'seed'], fromSeed);\n  }\n\n  const fromAspectRatio = common.getValueByPath(fromObject, ['aspectRatio']);\n  if (parentObject !== undefined && fromAspectRatio != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'aspectRatio'],\n      fromAspectRatio,\n    );\n  }\n\n  const fromResolution = common.getValueByPath(fromObject, ['resolution']);\n  if (parentObject !== undefined && fromResolution != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'resolution'],\n      fromResolution,\n    );\n  }\n\n  const fromPersonGeneration = common.getValueByPath(fromObject, [\n    'personGeneration',\n  ]);\n  if (parentObject !== undefined && fromPersonGeneration != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'personGeneration'],\n      fromPersonGeneration,\n    );\n  }\n\n  const fromPubsubTopic = common.getValueByPath(fromObject, ['pubsubTopic']);\n  if (parentObject !== undefined && fromPubsubTopic != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'pubsubTopic'],\n      fromPubsubTopic,\n    );\n  }\n\n  const fromNegativePrompt = common.getValueByPath(fromObject, [\n    'negativePrompt',\n  ]);\n  if (parentObject !== undefined && fromNegativePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'negativePrompt'],\n      fromNegativePrompt,\n    );\n  }\n\n  const fromEnhancePrompt = common.getValueByPath(fromObject, [\n    'enhancePrompt',\n  ]);\n  if (parentObject !== undefined && fromEnhancePrompt != null) {\n    common.setValueByPath(\n      parentObject,\n      ['parameters', 'enhancePrompt'],\n      fromEnhancePrompt,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'model'],\n      t.tModel(apiClient, fromModel),\n    );\n  }\n\n  const fromPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromPrompt != null) {\n    common.setValueByPath(toObject, ['instances[0]', 'prompt'], fromPrompt);\n  }\n\n  const fromImage = common.getValueByPath(fromObject, ['image']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['instances[0]', 'image'],\n      imageToVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      generateVideosConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromMldev(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromMldev(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function citationMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CitationMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCitations = common.getValueByPath(fromObject, ['citationSources']);\n  if (fromCitations != null) {\n    common.setValueByPath(toObject, ['citations'], fromCitations);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function candidateFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Candidate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromContent = common.getValueByPath(fromObject, ['content']);\n  if (fromContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['content'],\n      contentFromMldev(apiClient, fromContent),\n    );\n  }\n\n  const fromCitationMetadata = common.getValueByPath(fromObject, [\n    'citationMetadata',\n  ]);\n  if (fromCitationMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['citationMetadata'],\n      citationMetadataFromMldev(apiClient, fromCitationMetadata),\n    );\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['tokenCount']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  const fromFinishReason = common.getValueByPath(fromObject, ['finishReason']);\n  if (fromFinishReason != null) {\n    common.setValueByPath(toObject, ['finishReason'], fromFinishReason);\n  }\n\n  const fromUrlContextMetadata = common.getValueByPath(fromObject, [\n    'urlContextMetadata',\n  ]);\n  if (fromUrlContextMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlContextMetadata'],\n      urlContextMetadataFromMldev(apiClient, fromUrlContextMetadata),\n    );\n  }\n\n  const fromAvgLogprobs = common.getValueByPath(fromObject, ['avgLogprobs']);\n  if (fromAvgLogprobs != null) {\n    common.setValueByPath(toObject, ['avgLogprobs'], fromAvgLogprobs);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromIndex = common.getValueByPath(fromObject, ['index']);\n  if (fromIndex != null) {\n    common.setValueByPath(toObject, ['index'], fromIndex);\n  }\n\n  const fromLogprobsResult = common.getValueByPath(fromObject, [\n    'logprobsResult',\n  ]);\n  if (fromLogprobsResult != null) {\n    common.setValueByPath(toObject, ['logprobsResult'], fromLogprobsResult);\n  }\n\n  const fromSafetyRatings = common.getValueByPath(fromObject, [\n    'safetyRatings',\n  ]);\n  if (fromSafetyRatings != null) {\n    common.setValueByPath(toObject, ['safetyRatings'], fromSafetyRatings);\n  }\n\n  return toObject;\n}\n\nexport function generateContentResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCandidates = common.getValueByPath(fromObject, ['candidates']);\n  if (fromCandidates != null) {\n    let transformedList = fromCandidates;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return candidateFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['candidates'], transformedList);\n  }\n\n  const fromModelVersion = common.getValueByPath(fromObject, ['modelVersion']);\n  if (fromModelVersion != null) {\n    common.setValueByPath(toObject, ['modelVersion'], fromModelVersion);\n  }\n\n  const fromPromptFeedback = common.getValueByPath(fromObject, [\n    'promptFeedback',\n  ]);\n  if (fromPromptFeedback != null) {\n    common.setValueByPath(toObject, ['promptFeedback'], fromPromptFeedback);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingStatisticsFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function contentEmbeddingFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbedding,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValues = common.getValueByPath(fromObject, ['values']);\n  if (fromValues != null) {\n    common.setValueByPath(toObject, ['values'], fromValues);\n  }\n\n  return toObject;\n}\n\nexport function embedContentMetadataFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function embedContentResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromEmbeddings = common.getValueByPath(fromObject, ['embeddings']);\n  if (fromEmbeddings != null) {\n    let transformedList = fromEmbeddings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentEmbeddingFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['embeddings'], transformedList);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['metadata'],\n      embedContentMetadataFromMldev(),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImageBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['imageBytes'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function safetyAttributesFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.SafetyAttributes,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCategories = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'categories',\n  ]);\n  if (fromCategories != null) {\n    common.setValueByPath(toObject, ['categories'], fromCategories);\n  }\n\n  const fromScores = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'scores',\n  ]);\n  if (fromScores != null) {\n    common.setValueByPath(toObject, ['scores'], fromScores);\n  }\n\n  const fromContentType = common.getValueByPath(fromObject, ['contentType']);\n  if (fromContentType != null) {\n    common.setValueByPath(toObject, ['contentType'], fromContentType);\n  }\n\n  return toObject;\n}\n\nexport function generatedImageFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedImage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImage = common.getValueByPath(fromObject, ['_self']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['image'],\n      imageFromMldev(apiClient, fromImage),\n    );\n  }\n\n  const fromRaiFilteredReason = common.getValueByPath(fromObject, [\n    'raiFilteredReason',\n  ]);\n  if (fromRaiFilteredReason != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiFilteredReason'],\n      fromRaiFilteredReason,\n    );\n  }\n\n  const fromSafetyAttributes = common.getValueByPath(fromObject, ['_self']);\n  if (fromSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['safetyAttributes'],\n      safetyAttributesFromMldev(apiClient, fromSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateImagesResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  const fromPositivePromptSafetyAttributes = common.getValueByPath(fromObject, [\n    'positivePromptSafetyAttributes',\n  ]);\n  if (fromPositivePromptSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['positivePromptSafetyAttributes'],\n      safetyAttributesFromMldev(apiClient, fromPositivePromptSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function endpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function tunedModelInfoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelInfo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  return toObject;\n}\n\nexport function checkpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function modelFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Model,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromVersion = common.getValueByPath(fromObject, ['version']);\n  if (fromVersion != null) {\n    common.setValueByPath(toObject, ['version'], fromVersion);\n  }\n\n  const fromTunedModelInfo = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModelInfo != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelInfo'],\n      tunedModelInfoFromMldev(apiClient, fromTunedModelInfo),\n    );\n  }\n\n  const fromInputTokenLimit = common.getValueByPath(fromObject, [\n    'inputTokenLimit',\n  ]);\n  if (fromInputTokenLimit != null) {\n    common.setValueByPath(toObject, ['inputTokenLimit'], fromInputTokenLimit);\n  }\n\n  const fromOutputTokenLimit = common.getValueByPath(fromObject, [\n    'outputTokenLimit',\n  ]);\n  if (fromOutputTokenLimit != null) {\n    common.setValueByPath(toObject, ['outputTokenLimit'], fromOutputTokenLimit);\n  }\n\n  const fromSupportedActions = common.getValueByPath(fromObject, [\n    'supportedGenerationMethods',\n  ]);\n  if (fromSupportedActions != null) {\n    common.setValueByPath(toObject, ['supportedActions'], fromSupportedActions);\n  }\n\n  return toObject;\n}\n\nexport function listModelsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromModels = common.getValueByPath(fromObject, ['_self']);\n  if (fromModels != null) {\n    let transformedList = t.tExtractModels(apiClient, fromModels);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modelFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['models'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function deleteModelResponseFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function countTokensResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTotalTokens = common.getValueByPath(fromObject, ['totalTokens']);\n  if (fromTotalTokens != null) {\n    common.setValueByPath(toObject, ['totalTokens'], fromTotalTokens);\n  }\n\n  const fromCachedContentTokenCount = common.getValueByPath(fromObject, [\n    'cachedContentTokenCount',\n  ]);\n  if (fromCachedContentTokenCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['cachedContentTokenCount'],\n      fromCachedContentTokenCount,\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['video', 'uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'video',\n    'encodedVideo',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['encoding']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromMldev(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, [\n    'generatedSamples',\n  ]);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, [\n    'response',\n    'generateVideoResponse',\n  ]);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromMldev(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.VideoMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromFps = common.getValueByPath(fromObject, ['fps']);\n  if (fromFps != null) {\n    common.setValueByPath(toObject, ['fps'], fromFps);\n  }\n\n  const fromEndOffset = common.getValueByPath(fromObject, ['endOffset']);\n  if (fromEndOffset != null) {\n    common.setValueByPath(toObject, ['endOffset'], fromEndOffset);\n  }\n\n  const fromStartOffset = common.getValueByPath(fromObject, ['startOffset']);\n  if (fromStartOffset != null) {\n    common.setValueByPath(toObject, ['startOffset'], fromStartOffset);\n  }\n\n  return toObject;\n}\n\nexport function blobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Blob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromData = common.getValueByPath(fromObject, ['data']);\n  if (fromData != null) {\n    common.setValueByPath(toObject, ['data'], fromData);\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function partFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Part,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideoMetadata = common.getValueByPath(fromObject, [\n    'videoMetadata',\n  ]);\n  if (fromVideoMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoMetadata'],\n      videoMetadataFromVertex(apiClient, fromVideoMetadata),\n    );\n  }\n\n  const fromThought = common.getValueByPath(fromObject, ['thought']);\n  if (fromThought != null) {\n    common.setValueByPath(toObject, ['thought'], fromThought);\n  }\n\n  const fromInlineData = common.getValueByPath(fromObject, ['inlineData']);\n  if (fromInlineData != null) {\n    common.setValueByPath(\n      toObject,\n      ['inlineData'],\n      blobFromVertex(apiClient, fromInlineData),\n    );\n  }\n\n  const fromCodeExecutionResult = common.getValueByPath(fromObject, [\n    'codeExecutionResult',\n  ]);\n  if (fromCodeExecutionResult != null) {\n    common.setValueByPath(\n      toObject,\n      ['codeExecutionResult'],\n      fromCodeExecutionResult,\n    );\n  }\n\n  const fromExecutableCode = common.getValueByPath(fromObject, [\n    'executableCode',\n  ]);\n  if (fromExecutableCode != null) {\n    common.setValueByPath(toObject, ['executableCode'], fromExecutableCode);\n  }\n\n  const fromFileData = common.getValueByPath(fromObject, ['fileData']);\n  if (fromFileData != null) {\n    common.setValueByPath(toObject, ['fileData'], fromFileData);\n  }\n\n  const fromFunctionCall = common.getValueByPath(fromObject, ['functionCall']);\n  if (fromFunctionCall != null) {\n    common.setValueByPath(toObject, ['functionCall'], fromFunctionCall);\n  }\n\n  const fromFunctionResponse = common.getValueByPath(fromObject, [\n    'functionResponse',\n  ]);\n  if (fromFunctionResponse != null) {\n    common.setValueByPath(toObject, ['functionResponse'], fromFunctionResponse);\n  }\n\n  const fromText = common.getValueByPath(fromObject, ['text']);\n  if (fromText != null) {\n    common.setValueByPath(toObject, ['text'], fromText);\n  }\n\n  return toObject;\n}\n\nexport function contentFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Content,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromParts = common.getValueByPath(fromObject, ['parts']);\n  if (fromParts != null) {\n    let transformedList = fromParts;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return partFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['parts'], transformedList);\n  }\n\n  const fromRole = common.getValueByPath(fromObject, ['role']);\n  if (fromRole != null) {\n    common.setValueByPath(toObject, ['role'], fromRole);\n  }\n\n  return toObject;\n}\n\nexport function citationMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CitationMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCitations = common.getValueByPath(fromObject, ['citations']);\n  if (fromCitations != null) {\n    common.setValueByPath(toObject, ['citations'], fromCitations);\n  }\n\n  return toObject;\n}\n\nexport function urlMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromRetrievedUrl = common.getValueByPath(fromObject, ['retrievedUrl']);\n  if (fromRetrievedUrl != null) {\n    common.setValueByPath(toObject, ['retrievedUrl'], fromRetrievedUrl);\n  }\n\n  const fromUrlRetrievalStatus = common.getValueByPath(fromObject, [\n    'urlRetrievalStatus',\n  ]);\n  if (fromUrlRetrievalStatus != null) {\n    common.setValueByPath(\n      toObject,\n      ['urlRetrievalStatus'],\n      fromUrlRetrievalStatus,\n    );\n  }\n\n  return toObject;\n}\n\nexport function urlContextMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UrlContextMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUrlMetadata = common.getValueByPath(fromObject, ['urlMetadata']);\n  if (fromUrlMetadata != null) {\n    let transformedList = fromUrlMetadata;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return urlMetadataFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['urlMetadata'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function candidateFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Candidate,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromContent = common.getValueByPath(fromObject, ['content']);\n  if (fromContent != null) {\n    common.setValueByPath(\n      toObject,\n      ['content'],\n      contentFromVertex(apiClient, fromContent),\n    );\n  }\n\n  const fromCitationMetadata = common.getValueByPath(fromObject, [\n    'citationMetadata',\n  ]);\n  if (fromCitationMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['citationMetadata'],\n      citationMetadataFromVertex(apiClient, fromCitationMetadata),\n    );\n  }\n\n  const fromFinishMessage = common.getValueByPath(fromObject, [\n    'finishMessage',\n  ]);\n  if (fromFinishMessage != null) {\n    common.setValueByPath(toObject, ['finishMessage'], fromFinishMessage);\n  }\n\n  const fromFinishReason = common.getValueByPath(fromObject, ['finishReason']);\n  if (fromFinishReason != null) {\n    common.setValueByPath(toObject, ['finishReason'], fromFinishReason);\n  }\n\n  const fromAvgLogprobs = common.getValueByPath(fromObject, ['avgLogprobs']);\n  if (fromAvgLogprobs != null) {\n    common.setValueByPath(toObject, ['avgLogprobs'], fromAvgLogprobs);\n  }\n\n  const fromGroundingMetadata = common.getValueByPath(fromObject, [\n    'groundingMetadata',\n  ]);\n  if (fromGroundingMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['groundingMetadata'],\n      fromGroundingMetadata,\n    );\n  }\n\n  const fromIndex = common.getValueByPath(fromObject, ['index']);\n  if (fromIndex != null) {\n    common.setValueByPath(toObject, ['index'], fromIndex);\n  }\n\n  const fromLogprobsResult = common.getValueByPath(fromObject, [\n    'logprobsResult',\n  ]);\n  if (fromLogprobsResult != null) {\n    common.setValueByPath(toObject, ['logprobsResult'], fromLogprobsResult);\n  }\n\n  const fromSafetyRatings = common.getValueByPath(fromObject, [\n    'safetyRatings',\n  ]);\n  if (fromSafetyRatings != null) {\n    common.setValueByPath(toObject, ['safetyRatings'], fromSafetyRatings);\n  }\n\n  return toObject;\n}\n\nexport function generateContentResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCandidates = common.getValueByPath(fromObject, ['candidates']);\n  if (fromCandidates != null) {\n    let transformedList = fromCandidates;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return candidateFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['candidates'], transformedList);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromResponseId = common.getValueByPath(fromObject, ['responseId']);\n  if (fromResponseId != null) {\n    common.setValueByPath(toObject, ['responseId'], fromResponseId);\n  }\n\n  const fromModelVersion = common.getValueByPath(fromObject, ['modelVersion']);\n  if (fromModelVersion != null) {\n    common.setValueByPath(toObject, ['modelVersion'], fromModelVersion);\n  }\n\n  const fromPromptFeedback = common.getValueByPath(fromObject, [\n    'promptFeedback',\n  ]);\n  if (fromPromptFeedback != null) {\n    common.setValueByPath(toObject, ['promptFeedback'], fromPromptFeedback);\n  }\n\n  const fromUsageMetadata = common.getValueByPath(fromObject, [\n    'usageMetadata',\n  ]);\n  if (fromUsageMetadata != null) {\n    common.setValueByPath(toObject, ['usageMetadata'], fromUsageMetadata);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingStatisticsFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbeddingStatistics,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTruncated = common.getValueByPath(fromObject, ['truncated']);\n  if (fromTruncated != null) {\n    common.setValueByPath(toObject, ['truncated'], fromTruncated);\n  }\n\n  const fromTokenCount = common.getValueByPath(fromObject, ['token_count']);\n  if (fromTokenCount != null) {\n    common.setValueByPath(toObject, ['tokenCount'], fromTokenCount);\n  }\n\n  return toObject;\n}\n\nexport function contentEmbeddingFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ContentEmbedding,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValues = common.getValueByPath(fromObject, ['values']);\n  if (fromValues != null) {\n    common.setValueByPath(toObject, ['values'], fromValues);\n  }\n\n  const fromStatistics = common.getValueByPath(fromObject, ['statistics']);\n  if (fromStatistics != null) {\n    common.setValueByPath(\n      toObject,\n      ['statistics'],\n      contentEmbeddingStatisticsFromVertex(apiClient, fromStatistics),\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentMetadataFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentMetadata,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBillableCharacterCount = common.getValueByPath(fromObject, [\n    'billableCharacterCount',\n  ]);\n  if (fromBillableCharacterCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['billableCharacterCount'],\n      fromBillableCharacterCount,\n    );\n  }\n\n  return toObject;\n}\n\nexport function embedContentResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EmbedContentResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromEmbeddings = common.getValueByPath(fromObject, [\n    'predictions[]',\n    'embeddings',\n  ]);\n  if (fromEmbeddings != null) {\n    let transformedList = fromEmbeddings;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return contentEmbeddingFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['embeddings'], transformedList);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(\n      toObject,\n      ['metadata'],\n      embedContentMetadataFromVertex(apiClient, fromMetadata),\n    );\n  }\n\n  return toObject;\n}\n\nexport function imageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Image,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['gcsUri'], fromGcsUri);\n  }\n\n  const fromImageBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromImageBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['imageBytes'],\n      t.tBytes(apiClient, fromImageBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function safetyAttributesFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.SafetyAttributes,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCategories = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'categories',\n  ]);\n  if (fromCategories != null) {\n    common.setValueByPath(toObject, ['categories'], fromCategories);\n  }\n\n  const fromScores = common.getValueByPath(fromObject, [\n    'safetyAttributes',\n    'scores',\n  ]);\n  if (fromScores != null) {\n    common.setValueByPath(toObject, ['scores'], fromScores);\n  }\n\n  const fromContentType = common.getValueByPath(fromObject, ['contentType']);\n  if (fromContentType != null) {\n    common.setValueByPath(toObject, ['contentType'], fromContentType);\n  }\n\n  return toObject;\n}\n\nexport function generatedImageFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedImage,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromImage = common.getValueByPath(fromObject, ['_self']);\n  if (fromImage != null) {\n    common.setValueByPath(\n      toObject,\n      ['image'],\n      imageFromVertex(apiClient, fromImage),\n    );\n  }\n\n  const fromRaiFilteredReason = common.getValueByPath(fromObject, [\n    'raiFilteredReason',\n  ]);\n  if (fromRaiFilteredReason != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiFilteredReason'],\n      fromRaiFilteredReason,\n    );\n  }\n\n  const fromSafetyAttributes = common.getValueByPath(fromObject, ['_self']);\n  if (fromSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['safetyAttributes'],\n      safetyAttributesFromVertex(apiClient, fromSafetyAttributes),\n    );\n  }\n\n  const fromEnhancedPrompt = common.getValueByPath(fromObject, ['prompt']);\n  if (fromEnhancedPrompt != null) {\n    common.setValueByPath(toObject, ['enhancedPrompt'], fromEnhancedPrompt);\n  }\n\n  return toObject;\n}\n\nexport function generateImagesResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateImagesResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  const fromPositivePromptSafetyAttributes = common.getValueByPath(fromObject, [\n    'positivePromptSafetyAttributes',\n  ]);\n  if (fromPositivePromptSafetyAttributes != null) {\n    common.setValueByPath(\n      toObject,\n      ['positivePromptSafetyAttributes'],\n      safetyAttributesFromVertex(apiClient, fromPositivePromptSafetyAttributes),\n    );\n  }\n\n  return toObject;\n}\n\nexport function editImageResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.EditImageResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function upscaleImageResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.UpscaleImageResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedImages = common.getValueByPath(fromObject, [\n    'predictions',\n  ]);\n  if (fromGeneratedImages != null) {\n    let transformedList = fromGeneratedImages;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedImageFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedImages'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function endpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Endpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDeployedModelId = common.getValueByPath(fromObject, [\n    'deployedModelId',\n  ]);\n  if (fromDeployedModelId != null) {\n    common.setValueByPath(toObject, ['deployedModelId'], fromDeployedModelId);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelInfoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelInfo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, [\n    'labels',\n    'google-vertex-llm-tuning-base-model-id',\n  ]);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  return toObject;\n}\n\nexport function checkpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Checkpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCheckpointId = common.getValueByPath(fromObject, ['checkpointId']);\n  if (fromCheckpointId != null) {\n    common.setValueByPath(toObject, ['checkpointId'], fromCheckpointId);\n  }\n\n  const fromEpoch = common.getValueByPath(fromObject, ['epoch']);\n  if (fromEpoch != null) {\n    common.setValueByPath(toObject, ['epoch'], fromEpoch);\n  }\n\n  const fromStep = common.getValueByPath(fromObject, ['step']);\n  if (fromStep != null) {\n    common.setValueByPath(toObject, ['step'], fromStep);\n  }\n\n  return toObject;\n}\n\nexport function modelFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Model,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromDisplayName = common.getValueByPath(fromObject, ['displayName']);\n  if (fromDisplayName != null) {\n    common.setValueByPath(toObject, ['displayName'], fromDisplayName);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromVersion = common.getValueByPath(fromObject, ['versionId']);\n  if (fromVersion != null) {\n    common.setValueByPath(toObject, ['version'], fromVersion);\n  }\n\n  const fromEndpoints = common.getValueByPath(fromObject, ['deployedModels']);\n  if (fromEndpoints != null) {\n    let transformedList = fromEndpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return endpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['endpoints'], transformedList);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromTunedModelInfo = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModelInfo != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelInfo'],\n      tunedModelInfoFromVertex(apiClient, fromTunedModelInfo),\n    );\n  }\n\n  const fromDefaultCheckpointId = common.getValueByPath(fromObject, [\n    'defaultCheckpointId',\n  ]);\n  if (fromDefaultCheckpointId != null) {\n    common.setValueByPath(\n      toObject,\n      ['defaultCheckpointId'],\n      fromDefaultCheckpointId,\n    );\n  }\n\n  const fromCheckpoints = common.getValueByPath(fromObject, ['checkpoints']);\n  if (fromCheckpoints != null) {\n    let transformedList = fromCheckpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return checkpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['checkpoints'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function listModelsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListModelsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromModels = common.getValueByPath(fromObject, ['_self']);\n  if (fromModels != null) {\n    let transformedList = t.tExtractModels(apiClient, fromModels);\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return modelFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['models'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function deleteModelResponseFromVertex(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function countTokensResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.CountTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTotalTokens = common.getValueByPath(fromObject, ['totalTokens']);\n  if (fromTotalTokens != null) {\n    common.setValueByPath(toObject, ['totalTokens'], fromTotalTokens);\n  }\n\n  return toObject;\n}\n\nexport function computeTokensResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ComputeTokensResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTokensInfo = common.getValueByPath(fromObject, ['tokensInfo']);\n  if (fromTokensInfo != null) {\n    common.setValueByPath(toObject, ['tokensInfo'], fromTokensInfo);\n  }\n\n  return toObject;\n}\n\nexport function videoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromVertex(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, ['videos']);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromVertex(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Auth} from './_auth.js';\nimport * as common from './_common.js';\nimport {Downloader} from './_downloader.js';\nimport {Uploader} from './_uploader.js';\nimport {\n  DownloadFileParameters,\n  File,\n  HttpOptions,\n  HttpResponse,\n  UploadFileConfig,\n} from './types.js';\n\nconst CONTENT_TYPE_HEADER = 'Content-Type';\nconst SERVER_TIMEOUT_HEADER = 'X-Server-Timeout';\nconst USER_AGENT_HEADER = 'User-Agent';\nexport const GOOGLE_API_CLIENT_HEADER = 'x-goog-api-client';\nexport const SDK_VERSION = '1.0.1'; // x-release-please-version\nconst LIBRARY_LABEL = `google-genai-sdk/${SDK_VERSION}`;\nconst VERTEX_AI_API_DEFAULT_VERSION = 'v1beta1';\nconst GOOGLE_AI_API_DEFAULT_VERSION = 'v1beta';\nconst responseLineRE = /^data: (.*)(?:\\n\\n|\\r\\r|\\r\\n\\r\\n)/;\n\n/**\n * Client errors raised by the GenAI API.\n */\nexport class ClientError extends Error {\n  constructor(message: string, stackTrace?: string) {\n    if (stackTrace) {\n      super(message, {cause: stackTrace});\n    } else {\n      super(message, {cause: new Error().stack});\n    }\n    this.message = message;\n    this.name = 'ClientError';\n  }\n}\n\n/**\n * Server errors raised by the GenAI API.\n */\nexport class ServerError extends Error {\n  constructor(message: string, stackTrace?: string) {\n    if (stackTrace) {\n      super(message, {cause: stackTrace});\n    } else {\n      super(message, {cause: new Error().stack});\n    }\n    this.message = message;\n    this.name = 'ServerError';\n  }\n}\n\n/**\n * Options for initializing the ApiClient. The ApiClient uses the parameters\n * for authentication purposes as well as to infer if SDK should send the\n * request to Vertex AI or Gemini API.\n */\nexport interface ApiClientInitOptions {\n  /**\n   * The object used for adding authentication headers to API requests.\n   */\n  auth: Auth;\n  /**\n   * The uploader to use for uploading files. This field is required for\n   * creating a client, will be set through the Node_client or Web_client.\n   */\n  uploader: Uploader;\n  /**\n   * Optional. The downloader to use for downloading files. This field is\n   * required for creating a client, will be set through the Node_client or\n   * Web_client.\n   */\n  downloader: Downloader;\n  /**\n   * Optional. The Google Cloud project ID for Vertex AI users.\n   * It is not the numeric project name.\n   * If not provided, SDK will try to resolve it from runtime environment.\n   */\n  project?: string;\n  /**\n   * Optional. The Google Cloud project location for Vertex AI users.\n   * If not provided, SDK will try to resolve it from runtime environment.\n   */\n  location?: string;\n  /**\n   * The API Key. This is required for Gemini API users.\n   */\n  apiKey?: string;\n  /**\n   * Optional. Set to true if you intend to call Vertex AI endpoints.\n   * If unset, default SDK behavior is to call Gemini API.\n   */\n  vertexai?: boolean;\n  /**\n   * Optional. The API version for the endpoint.\n   * If unset, SDK will choose a default api version.\n   */\n  apiVersion?: string;\n  /**\n   * Optional. A set of customizable configuration for HTTP requests.\n   */\n  httpOptions?: HttpOptions;\n  /**\n   * Optional. An extra string to append at the end of the User-Agent header.\n   *\n   * This can be used to e.g specify the runtime and its version.\n   */\n  userAgentExtra?: string;\n}\n\n/**\n * Represents the necessary information to send a request to an API endpoint.\n * This interface defines the structure for constructing and executing HTTP\n * requests.\n */\nexport interface HttpRequest {\n  /**\n   * URL path from the modules, this path is appended to the base API URL to\n   * form the complete request URL.\n   *\n   * If you wish to set full URL, use httpOptions.baseUrl instead. Example to\n   * set full URL in the request:\n   *\n   * const request: HttpRequest = {\n   *   path: '',\n   *   httpOptions: {\n   *     baseUrl: 'https://<custom-full-url>',\n   *     apiVersion: '',\n   *   },\n   *   httpMethod: 'GET',\n   * };\n   *\n   * The result URL will be: https://<custom-full-url>\n   *\n   */\n  path: string;\n  /**\n   * Optional query parameters to be appended to the request URL.\n   */\n  queryParams?: Record<string, string>;\n  /**\n   * Optional request body in json string or Blob format, GET request doesn't\n   * need a request body.\n   */\n  body?: string | Blob;\n  /**\n   * The HTTP method to be used for the request.\n   */\n  httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE';\n  /**\n   * Optional set of customizable configuration for HTTP requests.\n   */\n  httpOptions?: HttpOptions;\n  /**\n   * Optional abort signal which can be used to cancel the request.\n   */\n  abortSignal?: AbortSignal;\n}\n\n/**\n * The ApiClient class is used to send requests to the Gemini API or Vertex AI\n * endpoints.\n */\nexport class ApiClient {\n  readonly clientOptions: ApiClientInitOptions;\n\n  constructor(opts: ApiClientInitOptions) {\n    this.clientOptions = {\n      ...opts,\n      project: opts.project,\n      location: opts.location,\n      apiKey: opts.apiKey,\n      vertexai: opts.vertexai,\n    };\n\n    const initHttpOptions: HttpOptions = {};\n\n    if (this.clientOptions.vertexai) {\n      initHttpOptions.apiVersion =\n        this.clientOptions.apiVersion ?? VERTEX_AI_API_DEFAULT_VERSION;\n      initHttpOptions.baseUrl = this.baseUrlFromProjectLocation();\n      this.normalizeAuthParameters();\n    } else {\n      // Gemini API\n      initHttpOptions.apiVersion =\n        this.clientOptions.apiVersion ?? GOOGLE_AI_API_DEFAULT_VERSION;\n      initHttpOptions.baseUrl = `https://generativelanguage.googleapis.com/`;\n    }\n\n    initHttpOptions.headers = this.getDefaultHeaders();\n\n    this.clientOptions.httpOptions = initHttpOptions;\n\n    if (opts.httpOptions) {\n      this.clientOptions.httpOptions = this.patchHttpOptions(\n        initHttpOptions,\n        opts.httpOptions,\n      );\n    }\n  }\n\n  /**\n   * Determines the base URL for Vertex AI based on project and location.\n   * Uses the global endpoint if location is 'global' or if project/location\n   * are not specified (implying API key usage).\n   * @private\n   */\n  private baseUrlFromProjectLocation(): string {\n    if (\n      this.clientOptions.project &&\n      this.clientOptions.location &&\n      this.clientOptions.location !== 'global'\n    ) {\n      // Regional endpoint\n      return `https://${this.clientOptions.location}-aiplatform.googleapis.com/`;\n    }\n    // Global endpoint (covers 'global' location and API key usage)\n    return `https://aiplatform.googleapis.com/`;\n  }\n\n  /**\n   * Normalizes authentication parameters for Vertex AI.\n   * If project and location are provided, API key is cleared.\n   * If project and location are not provided (implying API key usage),\n   * project and location are cleared.\n   * @private\n   */\n  private normalizeAuthParameters(): void {\n    if (this.clientOptions.project && this.clientOptions.location) {\n      // Using project/location for auth, clear potential API key\n      this.clientOptions.apiKey = undefined;\n      return;\n    }\n    // Using API key for auth (or no auth provided yet), clear project/location\n    this.clientOptions.project = undefined;\n    this.clientOptions.location = undefined;\n  }\n\n  isVertexAI(): boolean {\n    return this.clientOptions.vertexai ?? false;\n  }\n\n  getProject() {\n    return this.clientOptions.project;\n  }\n\n  getLocation() {\n    return this.clientOptions.location;\n  }\n\n  getApiVersion() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.apiVersion !== undefined\n    ) {\n      return this.clientOptions.httpOptions.apiVersion;\n    }\n    throw new Error('API version is not set.');\n  }\n\n  getBaseUrl() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.baseUrl !== undefined\n    ) {\n      return this.clientOptions.httpOptions.baseUrl;\n    }\n    throw new Error('Base URL is not set.');\n  }\n\n  getRequestUrl() {\n    return this.getRequestUrlInternal(this.clientOptions.httpOptions);\n  }\n\n  getHeaders() {\n    if (\n      this.clientOptions.httpOptions &&\n      this.clientOptions.httpOptions.headers !== undefined\n    ) {\n      return this.clientOptions.httpOptions.headers;\n    } else {\n      throw new Error('Headers are not set.');\n    }\n  }\n\n  private getRequestUrlInternal(httpOptions?: HttpOptions) {\n    if (\n      !httpOptions ||\n      httpOptions.baseUrl === undefined ||\n      httpOptions.apiVersion === undefined\n    ) {\n      throw new Error('HTTP options are not correctly set.');\n    }\n    const baseUrl = httpOptions.baseUrl.endsWith('/')\n      ? httpOptions.baseUrl.slice(0, -1)\n      : httpOptions.baseUrl;\n    const urlElement: Array<string> = [baseUrl];\n    if (httpOptions.apiVersion && httpOptions.apiVersion !== '') {\n      urlElement.push(httpOptions.apiVersion);\n    }\n    return urlElement.join('/');\n  }\n\n  getBaseResourcePath() {\n    return `projects/${this.clientOptions.project}/locations/${\n      this.clientOptions.location\n    }`;\n  }\n\n  getApiKey() {\n    return this.clientOptions.apiKey;\n  }\n\n  getWebsocketBaseUrl() {\n    const baseUrl = this.getBaseUrl();\n    const urlParts = new URL(baseUrl);\n    urlParts.protocol = urlParts.protocol == 'http:' ? 'ws' : 'wss';\n    return urlParts.toString();\n  }\n\n  setBaseUrl(url: string) {\n    if (this.clientOptions.httpOptions) {\n      this.clientOptions.httpOptions.baseUrl = url;\n    } else {\n      throw new Error('HTTP options are not correctly set.');\n    }\n  }\n\n  private constructUrl(\n    path: string,\n    httpOptions: HttpOptions,\n    prependProjectLocation: boolean,\n  ): URL {\n    const urlElement: Array<string> = [this.getRequestUrlInternal(httpOptions)];\n    if (prependProjectLocation) {\n      urlElement.push(this.getBaseResourcePath());\n    }\n    if (path !== '') {\n      urlElement.push(path);\n    }\n    const url = new URL(`${urlElement.join('/')}`);\n\n    return url;\n  }\n\n  private shouldPrependVertexProjectPath(request: HttpRequest): boolean {\n    if (this.clientOptions.apiKey) {\n      return false;\n    }\n    if (!this.clientOptions.vertexai) {\n      return false;\n    }\n    if (request.path.startsWith('projects/')) {\n      // Assume the path already starts with\n      // `projects/<project>/location/<location>`.\n      return false;\n    }\n    if (\n      request.httpMethod === 'GET' &&\n      request.path.startsWith('publishers/google/models')\n    ) {\n      // These paths are used by Vertex's models.get and models.list\n      // calls. For base models Vertex does not accept a project/location\n      // prefix (for tuned model the prefix is required).\n      return false;\n    }\n    return true;\n  }\n\n  async request(request: HttpRequest): Promise<HttpResponse> {\n    let patchedHttpOptions = this.clientOptions.httpOptions!;\n    if (request.httpOptions) {\n      patchedHttpOptions = this.patchHttpOptions(\n        this.clientOptions.httpOptions!,\n        request.httpOptions,\n      );\n    }\n\n    const prependProjectLocation = this.shouldPrependVertexProjectPath(request);\n    const url = this.constructUrl(\n      request.path,\n      patchedHttpOptions,\n      prependProjectLocation,\n    );\n    if (request.queryParams) {\n      for (const [key, value] of Object.entries(request.queryParams)) {\n        url.searchParams.append(key, String(value));\n      }\n    }\n    let requestInit: RequestInit = {};\n    if (request.httpMethod === 'GET') {\n      if (request.body && request.body !== '{}') {\n        throw new Error(\n          'Request body should be empty for GET request, but got non empty request body',\n        );\n      }\n    } else {\n      requestInit.body = request.body;\n    }\n    requestInit = await this.includeExtraHttpOptionsToRequestInit(\n      requestInit,\n      patchedHttpOptions,\n      request.abortSignal,\n    );\n    return this.unaryApiCall(url, requestInit, request.httpMethod);\n  }\n\n  private patchHttpOptions(\n    baseHttpOptions: HttpOptions,\n    requestHttpOptions: HttpOptions,\n  ): HttpOptions {\n    const patchedHttpOptions = JSON.parse(\n      JSON.stringify(baseHttpOptions),\n    ) as HttpOptions;\n\n    for (const [key, value] of Object.entries(requestHttpOptions)) {\n      // Records compile to objects.\n      if (typeof value === 'object') {\n        // @ts-expect-error TS2345TS7053: Element implicitly has an 'any' type\n        // because expression of type 'string' can't be used to index type\n        // 'HttpOptions'.\n        patchedHttpOptions[key] = {...patchedHttpOptions[key], ...value};\n      } else if (value !== undefined) {\n        // @ts-expect-error TS2345TS7053: Element implicitly has an 'any' type\n        // because expression of type 'string' can't be used to index type\n        // 'HttpOptions'.\n        patchedHttpOptions[key] = value;\n      }\n    }\n    return patchedHttpOptions;\n  }\n\n  async requestStream(\n    request: HttpRequest,\n  ): Promise<AsyncGenerator<HttpResponse>> {\n    let patchedHttpOptions = this.clientOptions.httpOptions!;\n    if (request.httpOptions) {\n      patchedHttpOptions = this.patchHttpOptions(\n        this.clientOptions.httpOptions!,\n        request.httpOptions,\n      );\n    }\n\n    const prependProjectLocation = this.shouldPrependVertexProjectPath(request);\n    const url = this.constructUrl(\n      request.path,\n      patchedHttpOptions,\n      prependProjectLocation,\n    );\n    if (!url.searchParams.has('alt') || url.searchParams.get('alt') !== 'sse') {\n      url.searchParams.set('alt', 'sse');\n    }\n    let requestInit: RequestInit = {};\n    requestInit.body = request.body;\n    requestInit = await this.includeExtraHttpOptionsToRequestInit(\n      requestInit,\n      patchedHttpOptions,\n      request.abortSignal,\n    );\n    return this.streamApiCall(url, requestInit, request.httpMethod);\n  }\n\n  private async includeExtraHttpOptionsToRequestInit(\n    requestInit: RequestInit,\n    httpOptions: HttpOptions,\n    abortSignal?: AbortSignal,\n  ): Promise<RequestInit> {\n    if ((httpOptions && httpOptions.timeout) || abortSignal) {\n      const abortController = new AbortController();\n      const signal = abortController.signal;\n      if (httpOptions.timeout && httpOptions?.timeout > 0) {\n        setTimeout(() => abortController.abort(), httpOptions.timeout);\n      }\n      if (abortSignal) {\n        abortSignal.addEventListener('abort', () => {\n          abortController.abort();\n        });\n      }\n      requestInit.signal = signal;\n    }\n    requestInit.headers = await this.getHeadersInternal(httpOptions);\n    return requestInit;\n  }\n\n  private async unaryApiCall(\n    url: URL,\n    requestInit: RequestInit,\n    httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE',\n  ): Promise<HttpResponse> {\n    return this.apiCall(url.toString(), {\n      ...requestInit,\n      method: httpMethod,\n    })\n      .then(async (response) => {\n        await throwErrorIfNotOK(response);\n        return new HttpResponse(response);\n      })\n      .catch((e) => {\n        if (e instanceof Error) {\n          throw e;\n        } else {\n          throw new Error(JSON.stringify(e));\n        }\n      });\n  }\n\n  private async streamApiCall(\n    url: URL,\n    requestInit: RequestInit,\n    httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE',\n  ): Promise<AsyncGenerator<HttpResponse>> {\n    return this.apiCall(url.toString(), {\n      ...requestInit,\n      method: httpMethod,\n    })\n      .then(async (response) => {\n        await throwErrorIfNotOK(response);\n        return this.processStreamResponse(response);\n      })\n      .catch((e) => {\n        if (e instanceof Error) {\n          throw e;\n        } else {\n          throw new Error(JSON.stringify(e));\n        }\n      });\n  }\n\n  async *processStreamResponse(\n    response: Response,\n  ): AsyncGenerator<HttpResponse> {\n    const reader = response?.body?.getReader();\n    const decoder = new TextDecoder('utf-8');\n    if (!reader) {\n      throw new Error('Response body is empty');\n    }\n\n    try {\n      let buffer = '';\n      while (true) {\n        const {done, value} = await reader.read();\n        if (done) {\n          if (buffer.trim().length > 0) {\n            throw new Error('Incomplete JSON segment at the end');\n          }\n          break;\n        }\n        const chunkString = decoder.decode(value);\n\n        // Parse and throw an error if the chunk contains an error.\n        try {\n          const chunkJson = JSON.parse(chunkString) as Record<string, unknown>;\n          if ('error' in chunkJson) {\n            const errorJson = JSON.parse(\n              JSON.stringify(chunkJson['error']),\n            ) as Record<string, unknown>;\n            const status = errorJson['status'] as string;\n            const code = errorJson['code'] as number;\n            const errorMessage = `got status: ${status}. ${JSON.stringify(\n              chunkJson,\n            )}`;\n            if (code >= 400 && code < 500) {\n              const clientError = new ClientError(errorMessage);\n              throw clientError;\n            } else if (code >= 500 && code < 600) {\n              const serverError = new ServerError(errorMessage);\n              throw serverError;\n            }\n          }\n        } catch (e: unknown) {\n          const error = e as Error;\n          if (error.name === 'ClientError' || error.name === 'ServerError') {\n            throw e;\n          }\n        }\n        buffer += chunkString;\n        let match = buffer.match(responseLineRE);\n        while (match) {\n          const processedChunkString = match[1];\n          try {\n            const partialResponse = new Response(processedChunkString, {\n              headers: response?.headers,\n              status: response?.status,\n              statusText: response?.statusText,\n            });\n            yield new HttpResponse(partialResponse);\n            buffer = buffer.slice(match[0].length);\n            match = buffer.match(responseLineRE);\n          } catch (e) {\n            throw new Error(\n              `exception parsing stream chunk ${processedChunkString}. ${e}`,\n            );\n          }\n        }\n      }\n    } finally {\n      reader.releaseLock();\n    }\n  }\n  private async apiCall(\n    url: string,\n    requestInit: RequestInit,\n  ): Promise<Response> {\n    return fetch(url, requestInit).catch((e) => {\n      throw new Error(`exception ${e} sending request`);\n    });\n  }\n\n  getDefaultHeaders(): Record<string, string> {\n    const headers: Record<string, string> = {};\n\n    const versionHeaderValue =\n      LIBRARY_LABEL + ' ' + this.clientOptions.userAgentExtra;\n\n    headers[USER_AGENT_HEADER] = versionHeaderValue;\n    headers[GOOGLE_API_CLIENT_HEADER] = versionHeaderValue;\n    headers[CONTENT_TYPE_HEADER] = 'application/json';\n\n    return headers;\n  }\n\n  private async getHeadersInternal(\n    httpOptions: HttpOptions | undefined,\n  ): Promise<Headers> {\n    const headers = new Headers();\n    if (httpOptions && httpOptions.headers) {\n      for (const [key, value] of Object.entries(httpOptions.headers)) {\n        headers.append(key, value);\n      }\n      // Append a timeout header if it is set, note that the timeout option is\n      // in milliseconds but the header is in seconds.\n      if (httpOptions.timeout && httpOptions.timeout > 0) {\n        headers.append(\n          SERVER_TIMEOUT_HEADER,\n          String(Math.ceil(httpOptions.timeout / 1000)),\n        );\n      }\n    }\n    await this.clientOptions.auth.addAuthHeaders(headers);\n    return headers;\n  }\n\n  /**\n   * Uploads a file asynchronously using Gemini API only, this is not supported\n   * in Vertex AI.\n   *\n   * @param file The string path to the file to be uploaded or a Blob object.\n   * @param config Optional parameters specified in the `UploadFileConfig`\n   *     interface. @see {@link UploadFileConfig}\n   * @return A promise that resolves to a `File` object.\n   * @throws An error if called on a Vertex AI client.\n   * @throws An error if the `mimeType` is not provided and can not be inferred,\n   */\n  async uploadFile(\n    file: string | Blob,\n    config?: UploadFileConfig,\n  ): Promise<File> {\n    const fileToUpload: File = {};\n    if (config != null) {\n      fileToUpload.mimeType = config.mimeType;\n      fileToUpload.name = config.name;\n      fileToUpload.displayName = config.displayName;\n    }\n\n    if (fileToUpload.name && !fileToUpload.name.startsWith('files/')) {\n      fileToUpload.name = `files/${fileToUpload.name}`;\n    }\n\n    const uploader = this.clientOptions.uploader;\n    const fileStat = await uploader.stat(file);\n    fileToUpload.sizeBytes = String(fileStat.size);\n    const mimeType = config?.mimeType ?? fileStat.type;\n    if (mimeType === undefined || mimeType === '') {\n      throw new Error(\n        'Can not determine mimeType. Please provide mimeType in the config.',\n      );\n    }\n    fileToUpload.mimeType = mimeType;\n\n    const uploadUrl = await this.fetchUploadUrl(fileToUpload, config);\n    return uploader.upload(file, uploadUrl, this);\n  }\n\n  /**\n   * Downloads a file asynchronously to the specified path.\n   *\n   * @params params - The parameters for the download request, see {@link\n   * DownloadFileParameters}\n   */\n  async downloadFile(params: DownloadFileParameters): Promise<void> {\n    const downloader = this.clientOptions.downloader;\n    await downloader.download(params, this);\n  }\n\n  private async fetchUploadUrl(\n    file: File,\n    config?: UploadFileConfig,\n  ): Promise<string> {\n    let httpOptions: HttpOptions = {};\n    if (config?.httpOptions) {\n      httpOptions = config.httpOptions;\n    } else {\n      httpOptions = {\n        apiVersion: '', // api-version is set in the path.\n        headers: {\n          'Content-Type': 'application/json',\n          'X-Goog-Upload-Protocol': 'resumable',\n          'X-Goog-Upload-Command': 'start',\n          'X-Goog-Upload-Header-Content-Length': `${file.sizeBytes}`,\n          'X-Goog-Upload-Header-Content-Type': `${file.mimeType}`,\n        },\n      };\n    }\n\n    const body: Record<string, File> = {\n      'file': file,\n    };\n    const httpResponse = await this.request({\n      path: common.formatMap(\n        'upload/v1beta/files',\n        body['_url'] as Record<string, unknown>,\n      ),\n      body: JSON.stringify(body),\n      httpMethod: 'POST',\n      httpOptions,\n    });\n\n    if (!httpResponse || !httpResponse?.headers) {\n      throw new Error(\n        'Server did not return an HttpResponse or the returned HttpResponse did not have headers.',\n      );\n    }\n\n    const uploadUrl: string | undefined =\n      httpResponse?.headers?.['x-goog-upload-url'];\n    if (uploadUrl === undefined) {\n      throw new Error(\n        'Failed to get upload url. Server did not return the x-google-upload-url in the headers',\n      );\n    }\n    return uploadUrl;\n  }\n}\n\nasync function throwErrorIfNotOK(response: Response | undefined) {\n  if (response === undefined) {\n    throw new ServerError('response is undefined');\n  }\n  if (!response.ok) {\n    const status: number = response.status;\n    const statusText: string = response.statusText;\n    let errorBody: Record<string, unknown>;\n    if (response.headers.get('content-type')?.includes('application/json')) {\n      errorBody = await response.json();\n    } else {\n      errorBody = {\n        error: {\n          message: await response.text(),\n          code: response.status,\n          status: response.statusText,\n        },\n      };\n    }\n    const errorMessage = `got status: ${status} ${statusText}. ${JSON.stringify(\n      errorBody,\n    )}`;\n    if (status >= 400 && status < 500) {\n      const clientError = new ClientError(errorMessage);\n      throw clientError;\n    } else if (status >= 500 && status < 600) {\n      const serverError = new ServerError(errorMessage);\n      throw serverError;\n    }\n    throw new Error(errorMessage);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Client as McpClient} from '@modelcontextprotocol/sdk/client/index.js';\nimport {Tool as McpTool} from '@modelcontextprotocol/sdk/types.js';\n\nimport {GOOGLE_API_CLIENT_HEADER} from '../_api_client.js';\nimport {mcpToolsToGeminiTool} from '../_transformers.js';\nimport {\n  CallableTool,\n  CallableToolConfig,\n  FunctionCall,\n  GenerateContentParameters,\n  Part,\n  Tool,\n  ToolListUnion,\n} from '../types.js';\n\n// TODO: b/416041229 - Determine how to retrieve the MCP package version.\nexport const MCP_LABEL = 'mcp_used/unknown';\n\n// Checks whether the list of tools contains any MCP tools.\nexport function hasMcpToolUsage(tools: ToolListUnion): boolean {\n  for (const tool of tools) {\n    if (isMcpCallableTool(tool)) {\n      return true;\n    }\n    if (typeof tool === 'object' && 'inputSchema' in tool) {\n      return true;\n    }\n  }\n\n  return false;\n}\n\n// Sets the MCP version label in the Google API client header.\nexport function setMcpUsageHeader(headers: Record<string, string>) {\n  const existingHeader = headers[GOOGLE_API_CLIENT_HEADER] ?? '';\n  if (existingHeader.includes(MCP_LABEL)) {\n    return;\n  }\n  headers[GOOGLE_API_CLIENT_HEADER] = (\n    existingHeader + ` ${MCP_LABEL}`\n  ).trimStart();\n}\n\n// Checks whether the list of tools contains any MCP clients. Will return true\n// if there is at least one MCP client.\nexport function hasMcpClientTools(params: GenerateContentParameters): boolean {\n  return params.config?.tools?.some((tool) => isMcpCallableTool(tool)) ?? false;\n}\n\n// Checks whether the list of tools contains any non-MCP tools. Will return true\n// if there is at least one non-MCP tool.\nexport function hasNonMcpTools(params: GenerateContentParameters): boolean {\n  return (\n    params.config?.tools?.some((tool) => !isMcpCallableTool(tool)) ?? false\n  );\n}\n\n// Returns true if the object is a MCP CallableTool, otherwise false.\nfunction isMcpCallableTool(object: unknown): boolean {\n  // TODO: b/418266406 - Add a more robust check for the MCP CallableTool.\n  return (\n    object !== null &&\n    typeof object === 'object' &&\n    'tool' in object &&\n    'callTool' in object\n  );\n}\n\n// List all tools from the MCP client.\nasync function* listAllTools(\n  mcpClient: McpClient,\n  maxTools: number = 100,\n): AsyncGenerator<McpTool> {\n  let cursor: string | undefined = undefined;\n  let numTools = 0;\n  while (numTools < maxTools) {\n    const t = await mcpClient.listTools({cursor});\n    for (const tool of t.tools) {\n      yield tool;\n      numTools++;\n    }\n    if (!t.nextCursor) {\n      break;\n    }\n    cursor = t.nextCursor;\n  }\n}\n\n/**\n * McpCallableTool can be used for model inference and invoking MCP clients with\n * given function call arguments.\n *\n * @experimental Built-in MCP support is an experimental feature, may change in future\n * versions.\n */\nexport class McpCallableTool implements CallableTool {\n  private readonly mcpClients;\n  private mcpTools: McpTool[] = [];\n  private functionNameToMcpClient: Record<string, McpClient> = {};\n  private readonly config: CallableToolConfig;\n\n  private constructor(\n    mcpClients: McpClient[] = [],\n    config: CallableToolConfig,\n  ) {\n    this.mcpClients = mcpClients;\n    this.config = config;\n  }\n\n  /**\n   * Creates a McpCallableTool.\n   */\n  public static create(\n    mcpClients: McpClient[],\n    config: CallableToolConfig,\n  ): McpCallableTool {\n    return new McpCallableTool(mcpClients, config);\n  }\n\n  /**\n   * Validates the function names are not duplicate and initialize the function\n   * name to MCP client mapping.\n   *\n   * @throws {Error} if the MCP tools from the MCP clients have duplicate tool\n   *     names.\n   */\n  async initialize() {\n    if (this.mcpTools.length > 0) {\n      return;\n    }\n\n    const functionMap: Record<string, McpClient> = {};\n    const mcpTools: McpTool[] = [];\n    for (const mcpClient of this.mcpClients) {\n      for await (const mcpTool of listAllTools(mcpClient)) {\n        mcpTools.push(mcpTool);\n        const mcpToolName = mcpTool.name as string;\n        if (functionMap[mcpToolName]) {\n          throw new Error(\n            `Duplicate function name ${\n              mcpToolName\n            } found in MCP tools. Please ensure function names are unique.`,\n          );\n        }\n        functionMap[mcpToolName] = mcpClient;\n      }\n    }\n    this.mcpTools = mcpTools;\n    this.functionNameToMcpClient = functionMap;\n  }\n\n  public async tool(): Promise<Tool> {\n    await this.initialize();\n    return mcpToolsToGeminiTool(this.mcpTools, this.config);\n  }\n\n  public async callTool(functionCalls: FunctionCall[]): Promise<Part[]> {\n    await this.initialize();\n    const functionCallResponseParts: Part[] = [];\n    for (const functionCall of functionCalls) {\n      if (functionCall.name! in this.functionNameToMcpClient) {\n        const mcpClient = this.functionNameToMcpClient[functionCall.name!];\n        const callToolResponse = await mcpClient.callTool({\n          name: functionCall.name!,\n          arguments: functionCall.args,\n        });\n        functionCallResponseParts.push({\n          functionResponse: {\n            name: functionCall.name,\n            response: callToolResponse.isError\n              ? {error: callToolResponse}\n              : (callToolResponse as Record<string, unknown>),\n          },\n        });\n      }\n    }\n    return functionCallResponseParts;\n  }\n}\n\nfunction isMcpClient(client: unknown): client is McpClient {\n  return (\n    client !== null &&\n    typeof client === 'object' &&\n    'listTools' in client &&\n    typeof client.listTools === 'function'\n  );\n}\n\n/**\n * Creates a McpCallableTool from MCP clients and an optional config.\n *\n * The callable tool can invoke the MCP clients with given function call\n * arguments. (often for automatic function calling).\n * Use the config to modify tool parameters such as behavior.\n *\n * @experimental Built-in MCP support is an experimental feature, may change in future\n * versions.\n */\nexport function mcpToTool(\n  ...args: [...McpClient[], CallableToolConfig | McpClient]\n): CallableTool {\n  if (args.length === 0) {\n    throw new Error('No MCP clients provided');\n  }\n  const maybeConfig = args[args.length - 1];\n  if (isMcpClient(maybeConfig)) {\n    return McpCallableTool.create(args as McpClient[], {});\n  }\n  return McpCallableTool.create(\n    args.slice(0, args.length - 1) as McpClient[],\n    maybeConfig,\n  );\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Live music client.\n *\n * @experimental\n */\n\nimport {ApiClient} from './_api_client.js';\nimport {Auth} from './_auth.js';\nimport * as t from './_transformers.js';\nimport {WebSocket, WebSocketCallbacks, WebSocketFactory} from './_websocket.js';\nimport * as converters from './converters/_live_converters.js';\nimport * as types from './types.js';\n\n/**\n * Handles incoming messages from the WebSocket.\n *\n * @remarks\n * This function is responsible for parsing incoming messages, transforming them\n * into LiveMusicServerMessage, and then calling the onmessage callback.\n * Note that the first message which is received from the server is a\n * setupComplete message.\n *\n * @param apiClient The ApiClient instance.\n * @param onmessage The user-provided onmessage callback (if any).\n * @param event The MessageEvent from the WebSocket.\n */\nasync function handleWebSocketMessage(\n  apiClient: ApiClient,\n  onmessage: (msg: types.LiveMusicServerMessage) => void,\n  event: MessageEvent,\n): Promise<void> {\n  const serverMessage: types.LiveMusicServerMessage =\n    new types.LiveMusicServerMessage();\n  let data: types.LiveMusicServerMessage;\n  if (event.data instanceof Blob) {\n    data = JSON.parse(await event.data.text()) as types.LiveMusicServerMessage;\n  } else {\n    data = JSON.parse(event.data) as types.LiveMusicServerMessage;\n  }\n  const response = converters.liveMusicServerMessageFromMldev(apiClient, data);\n  Object.assign(serverMessage, response);\n  onmessage(serverMessage);\n}\n\n/**\n   LiveMusic class encapsulates the configuration for live music\n   generation via Lyria Live models.\n\n   @experimental\n  */\nexport class LiveMusic {\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly auth: Auth,\n    private readonly webSocketFactory: WebSocketFactory,\n  ) {}\n\n  /**\n     Establishes a connection to the specified model and returns a\n     LiveMusicSession object representing that connection.\n\n     @experimental\n\n     @remarks\n\n     @param params - The parameters for establishing a connection to the model.\n     @return A live session.\n\n     @example\n     ```ts\n     let model = 'models/lyria-realtime-exp';\n     const session = await ai.live.music.connect({\n       model: model,\n       callbacks: {\n         onmessage: (e: MessageEvent) => {\n           console.log('Received message from the server: %s\\n', debug(e.data));\n         },\n         onerror: (e: ErrorEvent) => {\n           console.log('Error occurred: %s\\n', debug(e.error));\n         },\n         onclose: (e: CloseEvent) => {\n           console.log('Connection closed.');\n         },\n       },\n     });\n     ```\n    */\n  async connect(\n    params: types.LiveMusicConnectParameters,\n  ): Promise<LiveMusicSession> {\n    if (this.apiClient.isVertexAI()) {\n      throw new Error('Live music is not supported for Vertex AI.');\n    }\n    console.warn(\n      'Live music generation is experimental and may change in future versions.',\n    );\n\n    const websocketBaseUrl = this.apiClient.getWebsocketBaseUrl();\n    const apiVersion = this.apiClient.getApiVersion();\n    const headers = mapToHeaders(this.apiClient.getDefaultHeaders());\n    const apiKey = this.apiClient.getApiKey();\n    const url = `${websocketBaseUrl}/ws/google.ai.generativelanguage.${\n      apiVersion\n    }.GenerativeService.BidiGenerateMusic?key=${apiKey}`;\n\n    let onopenResolve: (value: unknown) => void = () => {};\n    const onopenPromise = new Promise((resolve: (value: unknown) => void) => {\n      onopenResolve = resolve;\n    });\n\n    const callbacks: types.LiveMusicCallbacks = params.callbacks;\n\n    const onopenAwaitedCallback = function () {\n      onopenResolve({});\n    };\n\n    const apiClient = this.apiClient;\n    const websocketCallbacks: WebSocketCallbacks = {\n      onopen: onopenAwaitedCallback,\n      onmessage: (event: MessageEvent) => {\n        void handleWebSocketMessage(apiClient, callbacks.onmessage, event);\n      },\n      onerror:\n        callbacks?.onerror ??\n        function (e: ErrorEvent) {\n          void e;\n        },\n      onclose:\n        callbacks?.onclose ??\n        function (e: CloseEvent) {\n          void e;\n        },\n    };\n\n    const conn = this.webSocketFactory.create(\n      url,\n      headersToMap(headers),\n      websocketCallbacks,\n    );\n    conn.connect();\n    // Wait for the websocket to open before sending requests.\n    await onopenPromise;\n\n    const model = t.tModel(this.apiClient, params.model);\n    const setup = converters.liveMusicClientSetupToMldev(this.apiClient, {\n      model,\n    });\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      {setup},\n    );\n    conn.send(JSON.stringify(clientMessage));\n\n    return new LiveMusicSession(conn, this.apiClient);\n  }\n}\n\n/**\n   Represents a connection to the API.\n\n   @experimental\n  */\nexport class LiveMusicSession {\n  constructor(\n    readonly conn: WebSocket,\n    private readonly apiClient: ApiClient,\n  ) {}\n\n  /**\n    Sets inputs to steer music generation. Updates the session's current\n    weighted prompts.\n\n    @param params - Contains one property, `weightedPrompts`.\n\n      - `weightedPrompts` to send to the model; weights are normalized to\n        sum to 1.0.\n\n    @experimental\n   */\n  async setWeightedPrompts(\n    params: types.LiveMusicSetWeightedPromptsParameters,\n  ) {\n    if (\n      !params.weightedPrompts ||\n      Object.keys(params.weightedPrompts).length === 0\n    ) {\n      throw new Error(\n        'Weighted prompts must be set and contain at least one entry.',\n      );\n    }\n    const setWeightedPromptsParameters =\n      converters.liveMusicSetWeightedPromptsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n    const clientContent = converters.liveMusicClientContentToMldev(\n      this.apiClient,\n      setWeightedPromptsParameters,\n    );\n    this.conn.send(JSON.stringify({clientContent}));\n  }\n\n  /**\n    Sets a configuration to the model. Updates the session's current\n    music generation config.\n\n    @param params - Contains one property, `musicGenerationConfig`.\n\n      - `musicGenerationConfig` to set in the model. Passing an empty or\n    undefined config to the model will reset the config to defaults.\n\n    @experimental\n   */\n  async setMusicGenerationConfig(params: types.LiveMusicSetConfigParameters) {\n    if (!params.musicGenerationConfig) {\n      params.musicGenerationConfig = {};\n    }\n    const setConfigParameters = converters.liveMusicSetConfigParametersToMldev(\n      this.apiClient,\n      params,\n    );\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      setConfigParameters,\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  private sendPlaybackControl(playbackControl: types.LiveMusicPlaybackControl) {\n    const clientMessage = converters.liveMusicClientMessageToMldev(\n      this.apiClient,\n      {\n        playbackControl,\n      },\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n   * Start the music stream.\n   *\n   * @experimental\n   */\n  play() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.PLAY);\n  }\n\n  /**\n   * Temporarily halt the music stream. Use `play` to resume from the current\n   * position.\n   *\n   * @experimental\n   */\n  pause() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.PAUSE);\n  }\n\n  /**\n   * Stop the music stream and reset the state. Retains the current prompts\n   * and config.\n   *\n   * @experimental\n   */\n  stop() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.STOP);\n  }\n\n  /**\n   * Resets the context of the music generation without stopping it.\n   * Retains the current prompts and config.\n   *\n   * @experimental\n   */\n  resetContext() {\n    this.sendPlaybackControl(types.LiveMusicPlaybackControl.RESET_CONTEXT);\n  }\n\n  /**\n     Terminates the WebSocket connection.\n\n     @experimental\n   */\n  close() {\n    this.conn.close();\n  }\n}\n\n// Converts an headers object to a \"map\" object as expected by the WebSocket\n// constructor. We use this as the Auth interface works with Headers objects\n// while the WebSocket constructor takes a map.\nfunction headersToMap(headers: Headers): Record<string, string> {\n  const headerMap: Record<string, string> = {};\n  headers.forEach((value, key) => {\n    headerMap[key] = value;\n  });\n  return headerMap;\n}\n\n// Converts a \"map\" object to a headers object. We use this as the Auth\n// interface works with Headers objects while the API client default headers\n// returns a map.\nfunction mapToHeaders(map: Record<string, string>): Headers {\n  const headers = new Headers();\n  for (const [key, value] of Object.entries(map)) {\n    headers.append(key, value);\n  }\n  return headers;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n/**\n * Live client.\n *\n * @experimental\n */\n\nimport {ApiClient} from './_api_client.js';\nimport {Auth} from './_auth.js';\nimport * as t from './_transformers.js';\nimport {WebSocket, WebSocketCallbacks, WebSocketFactory} from './_websocket.js';\nimport * as converters from './converters/_live_converters.js';\nimport {\n  contentToMldev,\n  contentToVertex,\n} from './converters/_models_converters.js';\nimport {hasMcpToolUsage, setMcpUsageHeader} from './mcp/_mcp.js';\nimport {LiveMusic} from './music.js';\nimport * as types from './types.js';\n\nconst FUNCTION_RESPONSE_REQUIRES_ID =\n  'FunctionResponse request must have an `id` field from the response of a ToolCall.FunctionalCalls in Google AI.';\n\n/**\n * Handles incoming messages from the WebSocket.\n *\n * @remarks\n * This function is responsible for parsing incoming messages, transforming them\n * into LiveServerMessages, and then calling the onmessage callback. Note that\n * the first message which is received from the server is a setupComplete\n * message.\n *\n * @param apiClient The ApiClient instance.\n * @param onmessage The user-provided onmessage callback (if any).\n * @param event The MessageEvent from the WebSocket.\n */\nasync function handleWebSocketMessage(\n  apiClient: ApiClient,\n  onmessage: (msg: types.LiveServerMessage) => void,\n  event: MessageEvent,\n): Promise<void> {\n  const serverMessage: types.LiveServerMessage = new types.LiveServerMessage();\n  let data: types.LiveServerMessage;\n  if (event.data instanceof Blob) {\n    data = JSON.parse(await event.data.text()) as types.LiveServerMessage;\n  } else {\n    data = JSON.parse(event.data) as types.LiveServerMessage;\n  }\n  if (apiClient.isVertexAI()) {\n    const resp = converters.liveServerMessageFromVertex(apiClient, data);\n    Object.assign(serverMessage, resp);\n  } else {\n    const resp = converters.liveServerMessageFromMldev(apiClient, data);\n    Object.assign(serverMessage, resp);\n  }\n\n  onmessage(serverMessage);\n}\n\n/**\n   Live class encapsulates the configuration for live interaction with the\n   Generative Language API. It embeds ApiClient for general API settings.\n\n   @experimental\n  */\nexport class Live {\n  public readonly music: LiveMusic;\n\n  constructor(\n    private readonly apiClient: ApiClient,\n    private readonly auth: Auth,\n    private readonly webSocketFactory: WebSocketFactory,\n  ) {\n    this.music = new LiveMusic(\n      this.apiClient,\n      this.auth,\n      this.webSocketFactory,\n    );\n  }\n\n  /**\n     Establishes a connection to the specified model with the given\n     configuration and returns a Session object representing that connection.\n\n     @experimental Built-in MCP support is an experimental feature, may change in\n     future versions.\n\n     @remarks\n\n     @param params - The parameters for establishing a connection to the model.\n     @return A live session.\n\n     @example\n     ```ts\n     let model: string;\n     if (GOOGLE_GENAI_USE_VERTEXAI) {\n       model = 'gemini-2.0-flash-live-preview-04-09';\n     } else {\n       model = 'gemini-2.0-flash-live-001';\n     }\n     const session = await ai.live.connect({\n       model: model,\n       config: {\n         responseModalities: [Modality.AUDIO],\n       },\n       callbacks: {\n         onopen: () => {\n           console.log('Connected to the socket.');\n         },\n         onmessage: (e: MessageEvent) => {\n           console.log('Received message from the server: %s\\n', debug(e.data));\n         },\n         onerror: (e: ErrorEvent) => {\n           console.log('Error occurred: %s\\n', debug(e.error));\n         },\n         onclose: (e: CloseEvent) => {\n           console.log('Connection closed.');\n         },\n       },\n     });\n     ```\n    */\n  async connect(params: types.LiveConnectParameters): Promise<Session> {\n    const websocketBaseUrl = this.apiClient.getWebsocketBaseUrl();\n    const apiVersion = this.apiClient.getApiVersion();\n    let url: string;\n    const defaultHeaders = this.apiClient.getDefaultHeaders();\n    if (\n      params.config &&\n      params.config.tools &&\n      hasMcpToolUsage(params.config.tools)\n    ) {\n      setMcpUsageHeader(defaultHeaders);\n    }\n    const headers = mapToHeaders(defaultHeaders);\n    if (this.apiClient.isVertexAI()) {\n      url = `${websocketBaseUrl}/ws/google.cloud.aiplatform.${\n        apiVersion\n      }.LlmBidiService/BidiGenerateContent`;\n      await this.auth.addAuthHeaders(headers);\n    } else {\n      const apiKey = this.apiClient.getApiKey();\n      url = `${websocketBaseUrl}/ws/google.ai.generativelanguage.${\n        apiVersion\n      }.GenerativeService.BidiGenerateContent?key=${apiKey}`;\n    }\n\n    let onopenResolve: (value: unknown) => void = () => {};\n    const onopenPromise = new Promise((resolve: (value: unknown) => void) => {\n      onopenResolve = resolve;\n    });\n\n    const callbacks: types.LiveCallbacks = params.callbacks;\n\n    const onopenAwaitedCallback = function () {\n      callbacks?.onopen?.();\n      onopenResolve({});\n    };\n\n    const apiClient = this.apiClient;\n\n    const websocketCallbacks: WebSocketCallbacks = {\n      onopen: onopenAwaitedCallback,\n      onmessage: (event: MessageEvent) => {\n        void handleWebSocketMessage(apiClient, callbacks.onmessage, event);\n      },\n      onerror:\n        callbacks?.onerror ??\n        function (e: ErrorEvent) {\n          void e;\n        },\n      onclose:\n        callbacks?.onclose ??\n        function (e: CloseEvent) {\n          void e;\n        },\n    };\n\n    const conn = this.webSocketFactory.create(\n      url,\n      headersToMap(headers),\n      websocketCallbacks,\n    );\n    conn.connect();\n    // Wait for the websocket to open before sending requests.\n    await onopenPromise;\n\n    let transformedModel = t.tModel(this.apiClient, params.model);\n    if (\n      this.apiClient.isVertexAI() &&\n      transformedModel.startsWith('publishers/')\n    ) {\n      const project = this.apiClient.getProject();\n      const location = this.apiClient.getLocation();\n      transformedModel =\n        `projects/${project}/locations/${location}/` + transformedModel;\n    }\n\n    let clientMessage: Record<string, unknown> = {};\n\n    if (\n      this.apiClient.isVertexAI() &&\n      params.config?.responseModalities === undefined\n    ) {\n      // Set default to AUDIO to align with MLDev API.\n      if (params.config === undefined) {\n        params.config = {responseModalities: [types.Modality.AUDIO]};\n      } else {\n        params.config.responseModalities = [types.Modality.AUDIO];\n      }\n    }\n    if (params.config?.generationConfig) {\n      // Raise deprecation warning for generationConfig.\n      console.warn(\n        'Setting `LiveConnectConfig.generation_config` is deprecated, please set the fields on `LiveConnectConfig` directly. This will become an error in a future version (not before Q3 2025).',\n      );\n    }\n    const inputTools = params.config?.tools ?? [];\n    const convertedTools: types.Tool[] = [];\n    for (const tool of inputTools) {\n      if (this.isCallableTool(tool)) {\n        const callableTool = tool as types.CallableTool;\n        convertedTools.push(await callableTool.tool());\n      } else {\n        convertedTools.push(tool as types.Tool);\n      }\n    }\n    if (convertedTools.length > 0) {\n      params.config!.tools = convertedTools;\n    }\n    const liveConnectParameters: types.LiveConnectParameters = {\n      model: transformedModel,\n      config: params.config,\n      callbacks: params.callbacks,\n    };\n    if (this.apiClient.isVertexAI()) {\n      clientMessage = converters.liveConnectParametersToVertex(\n        this.apiClient,\n        liveConnectParameters,\n      );\n    } else {\n      clientMessage = converters.liveConnectParametersToMldev(\n        this.apiClient,\n        liveConnectParameters,\n      );\n    }\n    delete clientMessage['config'];\n    conn.send(JSON.stringify(clientMessage));\n    return new Session(conn, this.apiClient);\n  }\n\n  // TODO: b/416041229 - Abstract this method to a common place.\n  private isCallableTool(tool: types.ToolUnion): boolean {\n    return 'callTool' in tool && typeof tool.callTool === 'function';\n  }\n}\n\nconst defaultLiveSendClientContentParamerters: types.LiveSendClientContentParameters =\n  {\n    turnComplete: true,\n  };\n\n/**\n   Represents a connection to the API.\n\n   @experimental\n  */\nexport class Session {\n  constructor(\n    readonly conn: WebSocket,\n    private readonly apiClient: ApiClient,\n  ) {}\n\n  private tLiveClientContent(\n    apiClient: ApiClient,\n    params: types.LiveSendClientContentParameters,\n  ): types.LiveClientMessage {\n    if (params.turns !== null && params.turns !== undefined) {\n      let contents: types.Content[] = [];\n      try {\n        contents = t.tContents(\n          apiClient,\n          params.turns as types.ContentListUnion,\n        );\n        if (apiClient.isVertexAI()) {\n          contents = contents.map((item) => contentToVertex(apiClient, item));\n        } else {\n          contents = contents.map((item) => contentToMldev(apiClient, item));\n        }\n      } catch {\n        throw new Error(\n          `Failed to parse client content \"turns\", type: '${typeof params.turns}'`,\n        );\n      }\n      return {\n        clientContent: {turns: contents, turnComplete: params.turnComplete},\n      };\n    }\n\n    return {\n      clientContent: {turnComplete: params.turnComplete},\n    };\n  }\n\n  private tLiveClienttToolResponse(\n    apiClient: ApiClient,\n    params: types.LiveSendToolResponseParameters,\n  ): types.LiveClientMessage {\n    let functionResponses: types.FunctionResponse[] = [];\n\n    if (params.functionResponses == null) {\n      throw new Error('functionResponses is required.');\n    }\n\n    if (!Array.isArray(params.functionResponses)) {\n      functionResponses = [params.functionResponses];\n    } else {\n      functionResponses = params.functionResponses;\n    }\n\n    if (functionResponses.length === 0) {\n      throw new Error('functionResponses is required.');\n    }\n\n    for (const functionResponse of functionResponses) {\n      if (\n        typeof functionResponse !== 'object' ||\n        functionResponse === null ||\n        !('name' in functionResponse) ||\n        !('response' in functionResponse)\n      ) {\n        throw new Error(\n          `Could not parse function response, type '${typeof functionResponse}'.`,\n        );\n      }\n      if (!apiClient.isVertexAI() && !('id' in functionResponse)) {\n        throw new Error(FUNCTION_RESPONSE_REQUIRES_ID);\n      }\n    }\n\n    const clientMessage: types.LiveClientMessage = {\n      toolResponse: {functionResponses: functionResponses},\n    };\n    return clientMessage;\n  }\n\n  /**\n    Send a message over the established connection.\n\n    @param params - Contains two **optional** properties, `turns` and\n        `turnComplete`.\n\n      - `turns` will be converted to a `Content[]`\n      - `turnComplete: true` [default] indicates that you are done sending\n        content and expect a response. If `turnComplete: false`, the server\n        will wait for additional messages before starting generation.\n\n    @experimental\n\n    @remarks\n    There are two ways to send messages to the live API:\n    `sendClientContent` and `sendRealtimeInput`.\n\n    `sendClientContent` messages are added to the model context **in order**.\n    Having a conversation using `sendClientContent` messages is roughly\n    equivalent to using the `Chat.sendMessageStream`, except that the state of\n    the `chat` history is stored on the API server instead of locally.\n\n    Because of `sendClientContent`'s order guarantee, the model cannot respons\n    as quickly to `sendClientContent` messages as to `sendRealtimeInput`\n    messages. This makes the biggest difference when sending objects that have\n    significant preprocessing time (typically images).\n\n    The `sendClientContent` message sends a `Content[]`\n    which has more options than the `Blob` sent by `sendRealtimeInput`.\n\n    So the main use-cases for `sendClientContent` over `sendRealtimeInput` are:\n\n    - Sending anything that can't be represented as a `Blob` (text,\n    `sendClientContent({turns=\"Hello?\"}`)).\n    - Managing turns when not using audio input and voice activity detection.\n      (`sendClientContent({turnComplete:true})` or the short form\n    `sendClientContent()`)\n    - Prefilling a conversation context\n      ```\n      sendClientContent({\n          turns: [\n            Content({role:user, parts:...}),\n            Content({role:user, parts:...}),\n            ...\n          ]\n      })\n      ```\n    @experimental\n   */\n  sendClientContent(params: types.LiveSendClientContentParameters) {\n    params = {\n      ...defaultLiveSendClientContentParamerters,\n      ...params,\n    };\n\n    const clientMessage: types.LiveClientMessage = this.tLiveClientContent(\n      this.apiClient,\n      params,\n    );\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n    Send a realtime message over the established connection.\n\n    @param params - Contains one property, `media`.\n\n      - `media` will be converted to a `Blob`\n\n    @experimental\n\n    @remarks\n    Use `sendRealtimeInput` for realtime audio chunks and video frames (images).\n\n    With `sendRealtimeInput` the api will respond to audio automatically\n    based on voice activity detection (VAD).\n\n    `sendRealtimeInput` is optimized for responsivness at the expense of\n    deterministic ordering guarantees. Audio and video tokens are to the\n    context when they become available.\n\n    Note: The Call signature expects a `Blob` object, but only a subset\n    of audio and image mimetypes are allowed.\n   */\n  sendRealtimeInput(params: types.LiveSendRealtimeInputParameters) {\n    let clientMessage: types.LiveClientMessage = {};\n\n    if (this.apiClient.isVertexAI()) {\n      clientMessage = {\n        'realtimeInput': converters.liveSendRealtimeInputParametersToVertex(\n          this.apiClient,\n          params,\n        ),\n      };\n    } else {\n      clientMessage = {\n        'realtimeInput': converters.liveSendRealtimeInputParametersToMldev(\n          this.apiClient,\n          params,\n        ),\n      };\n    }\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n    Send a function response message over the established connection.\n\n    @param params - Contains property `functionResponses`.\n\n      - `functionResponses` will be converted to a `functionResponses[]`\n\n    @remarks\n    Use `sendFunctionResponse` to reply to `LiveServerToolCall` from the server.\n\n    Use {@link types.LiveConnectConfig#tools} to configure the callable functions.\n\n    @experimental\n   */\n  sendToolResponse(params: types.LiveSendToolResponseParameters) {\n    if (params.functionResponses == null) {\n      throw new Error('Tool response parameters are required.');\n    }\n\n    const clientMessage: types.LiveClientMessage =\n      this.tLiveClienttToolResponse(this.apiClient, params);\n    this.conn.send(JSON.stringify(clientMessage));\n  }\n\n  /**\n     Terminates the WebSocket connection.\n\n     @experimental\n\n     @example\n     ```ts\n     let model: string;\n     if (GOOGLE_GENAI_USE_VERTEXAI) {\n       model = 'gemini-2.0-flash-live-preview-04-09';\n     } else {\n       model = 'gemini-2.0-flash-live-001';\n     }\n     const session = await ai.live.connect({\n       model: model,\n       config: {\n         responseModalities: [Modality.AUDIO],\n       }\n     });\n\n     session.close();\n     ```\n   */\n  close() {\n    this.conn.close();\n  }\n}\n\n// Converts an headers object to a \"map\" object as expected by the WebSocket\n// constructor. We use this as the Auth interface works with Headers objects\n// while the WebSocket constructor takes a map.\nfunction headersToMap(headers: Headers): Record<string, string> {\n  const headerMap: Record<string, string> = {};\n  headers.forEach((value, key) => {\n    headerMap[key] = value;\n  });\n  return headerMap;\n}\n\n// Converts a \"map\" object to a headers object. We use this as the Auth\n// interface works with Headers objects while the API client default headers\n// returns a map.\nfunction mapToHeaders(map: Record<string, string>): Headers {\n  const headers = new Headers();\n  for (const [key, value] of Object.entries(map)) {\n    headers.append(key, value);\n  }\n  return headers;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport * as types from './types.js';\n\nexport const DEFAULT_MAX_REMOTE_CALLS = 10;\n\n/** Returns whether automatic function calling is disabled. */\nexport function shouldDisableAfc(\n  config: types.GenerateContentConfig | undefined,\n): boolean {\n  if (config?.automaticFunctionCalling?.disable) {\n    return true;\n  }\n\n  let callableToolsPresent = false;\n  for (const tool of config?.tools ?? []) {\n    if (isCallableTool(tool)) {\n      callableToolsPresent = true;\n      break;\n    }\n  }\n  if (!callableToolsPresent) {\n    return true;\n  }\n\n  const maxCalls = config?.automaticFunctionCalling?.maximumRemoteCalls;\n  if (\n    (maxCalls && (maxCalls < 0 || !Number.isInteger(maxCalls))) ||\n    maxCalls == 0\n  ) {\n    console.warn(\n      'Invalid maximumRemoteCalls value provided for automatic function calling. Disabled automatic function calling. Please provide a valid integer value greater than 0. maximumRemoteCalls provided:',\n      maxCalls,\n    );\n    return true;\n  }\n  return false;\n}\n\nexport function isCallableTool(tool: types.ToolUnion): boolean {\n  return 'callTool' in tool && typeof tool.callTool === 'function';\n}\n\n/**\n * Returns whether to append automatic function calling history to the\n * response.\n */\nexport function shouldAppendAfcHistory(\n  config: types.GenerateContentConfig | undefined,\n): boolean {\n  return !config?.automaticFunctionCalling?.ignoreCallHistory;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {\n  DEFAULT_MAX_REMOTE_CALLS,\n  isCallableTool,\n  shouldAppendAfcHistory,\n  shouldDisableAfc,\n} from './_afc.js';\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as _internal_types from './_internal_types.js';\nimport {tContents} from './_transformers.js';\nimport * as converters from './converters/_models_converters.js';\nimport {\n  hasMcpClientTools,\n  hasMcpToolUsage,\n  hasNonMcpTools,\n  setMcpUsageHeader,\n} from './mcp/_mcp.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Models extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Makes an API request to generate content with a given model.\n   *\n   * For the `model` parameter, supported formats for Vertex AI API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The full resource name starts with 'projects/', for example:\n   *  'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash'\n   * - The partial resource name with 'publishers/', for example:\n   *  'publishers/google/models/gemini-2.0-flash' or\n   *  'publishers/meta/models/llama-3.1-405b-instruct-maas'\n   * - `/` separated publisher and model name, for example:\n   * 'google/gemini-2.0-flash' or 'meta/llama-3.1-405b-instruct-maas'\n   *\n   * For the `model` parameter, supported formats for Gemini API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The model name starts with 'models/', for example:\n   *  'models/gemini-2.0-flash'\n   * - For tuned models, the model name starts with 'tunedModels/',\n   * for example:\n   * 'tunedModels/1234567890123456789'\n   *\n   * Some models support multimodal input and output.\n   *\n   * @param params - The parameters for generating content.\n   * @return The response from generating content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContent({\n   *   model: 'gemini-2.0-flash',\n   *   contents: 'why is the sky blue?',\n   *   config: {\n   *     candidateCount: 2,\n   *   }\n   * });\n   * console.log(response);\n   * ```\n   */\n  generateContent = async (\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentResponse> => {\n    const transformedParams = await this.processParamsForMcpUsage(params);\n    if (!hasMcpClientTools(params) || shouldDisableAfc(params.config)) {\n      return await this.generateContentInternal(transformedParams);\n    }\n\n    // TODO: b/418266406 - Improve the check for CallableTools and Tools.\n    if (hasNonMcpTools(params)) {\n      throw new Error(\n        'Automatic function calling with CallableTools and Tools is not yet supported.',\n      );\n    }\n\n    let response: types.GenerateContentResponse;\n    let functionResponseContent: types.Content;\n    const automaticFunctionCallingHistory: types.Content[] = tContents(\n      this.apiClient,\n      transformedParams.contents,\n    );\n    const maxRemoteCalls =\n      transformedParams.config?.automaticFunctionCalling?.maximumRemoteCalls ??\n      DEFAULT_MAX_REMOTE_CALLS;\n    let remoteCalls = 0;\n    while (remoteCalls < maxRemoteCalls) {\n      response = await this.generateContentInternal(transformedParams);\n      if (!response.functionCalls || response.functionCalls!.length === 0) {\n        break;\n      }\n\n      const responseContent: types.Content = response.candidates![0].content!;\n      const functionResponseParts: types.Part[] = [];\n      for (const tool of params.config?.tools ?? []) {\n        if (isCallableTool(tool)) {\n          const callableTool = tool as types.CallableTool;\n          const parts = await callableTool.callTool(response.functionCalls!);\n          functionResponseParts.push(...parts);\n        }\n      }\n\n      remoteCalls++;\n\n      functionResponseContent = {\n        role: 'user',\n        parts: functionResponseParts,\n      };\n\n      transformedParams.contents = tContents(\n        this.apiClient,\n        transformedParams.contents,\n      );\n      (transformedParams.contents as types.Content[]).push(responseContent);\n      (transformedParams.contents as types.Content[]).push(\n        functionResponseContent,\n      );\n\n      if (shouldAppendAfcHistory(transformedParams.config)) {\n        automaticFunctionCallingHistory.push(responseContent);\n        automaticFunctionCallingHistory.push(functionResponseContent);\n      }\n    }\n    if (shouldAppendAfcHistory(transformedParams.config)) {\n      response!.automaticFunctionCallingHistory =\n        automaticFunctionCallingHistory;\n    }\n    return response!;\n  };\n\n  /**\n   * Makes an API request to generate content with a given model and yields the\n   * response in chunks.\n   *\n   * For the `model` parameter, supported formats for Vertex AI API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The full resource name starts with 'projects/', for example:\n   *  'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash'\n   * - The partial resource name with 'publishers/', for example:\n   *  'publishers/google/models/gemini-2.0-flash' or\n   *  'publishers/meta/models/llama-3.1-405b-instruct-maas'\n   * - `/` separated publisher and model name, for example:\n   * 'google/gemini-2.0-flash' or 'meta/llama-3.1-405b-instruct-maas'\n   *\n   * For the `model` parameter, supported formats for Gemini API include:\n   * - The Gemini model ID, for example: 'gemini-2.0-flash'\n   * - The model name starts with 'models/', for example:\n   *  'models/gemini-2.0-flash'\n   * - For tuned models, the model name starts with 'tunedModels/',\n   * for example:\n   *  'tunedModels/1234567890123456789'\n   *\n   * Some models support multimodal input and output.\n   *\n   * @param params - The parameters for generating content with streaming response.\n   * @return The response from generating content.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateContentStream({\n   *   model: 'gemini-2.0-flash',\n   *   contents: 'why is the sky blue?',\n   *   config: {\n   *     maxOutputTokens: 200,\n   *   }\n   * });\n   * for await (const chunk of response) {\n   *   console.log(chunk);\n   * }\n   * ```\n   */\n  generateContentStream = async (\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> => {\n    if (shouldDisableAfc(params.config)) {\n      const transformedParams = await this.processParamsForMcpUsage(params);\n      return await this.generateContentStreamInternal(transformedParams);\n    } else {\n      return await this.processAfcStream(params);\n    }\n  };\n\n  /**\n   * Transforms the CallableTools in the parameters to be simply Tools, it\n   * copies the params into a new object and replaces the tools, it does not\n   * modify the original params. Also sets the MCP usage header if there are\n   * MCP tools in the parameters.\n   */\n  private async processParamsForMcpUsage(\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentParameters> {\n    const tools = params.config?.tools;\n    if (!tools) {\n      return params;\n    }\n    const transformedTools = await Promise.all(\n      tools.map(async (tool) => {\n        if (isCallableTool(tool)) {\n          const callableTool = tool as types.CallableTool;\n          return await callableTool.tool();\n        }\n        return tool;\n      }),\n    );\n    const newParams: types.GenerateContentParameters = {\n      model: params.model,\n      contents: params.contents,\n      config: {\n        ...params.config,\n        tools: transformedTools,\n      },\n    };\n    newParams.config!.tools = transformedTools;\n\n    if (\n      params.config &&\n      params.config.tools &&\n      hasMcpToolUsage(params.config.tools)\n    ) {\n      const headers = params.config.httpOptions?.headers ?? {};\n      let newHeaders = {...headers};\n      if (Object.keys(newHeaders).length === 0) {\n        newHeaders = this.apiClient.getDefaultHeaders();\n      }\n      setMcpUsageHeader(newHeaders);\n      newParams.config!.httpOptions = {\n        ...params.config.httpOptions,\n        headers: newHeaders,\n      };\n    }\n    return newParams;\n  }\n\n  private async initAfcToolsMap(\n    params: types.GenerateContentParameters,\n  ): Promise<Map<string, types.CallableTool>> {\n    const afcTools: Map<string, types.CallableTool> = new Map();\n    for (const tool of params.config?.tools ?? []) {\n      if (isCallableTool(tool)) {\n        const callableTool = tool as types.CallableTool;\n        const toolDeclaration = await callableTool.tool();\n        for (const declaration of toolDeclaration.functionDeclarations ?? []) {\n          if (!declaration.name) {\n            throw new Error('Function declaration name is required.');\n          }\n          if (afcTools.has(declaration.name)) {\n            throw new Error(\n              `Duplicate tool declaration name: ${declaration.name}`,\n            );\n          }\n          afcTools.set(declaration.name, callableTool);\n        }\n      }\n    }\n    return afcTools;\n  }\n\n  private async processAfcStream(\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    const maxRemoteCalls =\n      params.config?.automaticFunctionCalling?.maximumRemoteCalls ??\n      DEFAULT_MAX_REMOTE_CALLS;\n    let wereFunctionsCalled = false;\n    let remoteCallCount = 0;\n    const afcToolsMap = await this.initAfcToolsMap(params);\n    return (async function* (\n      models: Models,\n      afcTools: Map<string, types.CallableTool>,\n      params: types.GenerateContentParameters,\n    ) {\n      while (remoteCallCount < maxRemoteCalls) {\n        if (wereFunctionsCalled) {\n          remoteCallCount++;\n          wereFunctionsCalled = false;\n        }\n        const transformedParams = await models.processParamsForMcpUsage(params);\n        const response =\n          await models.generateContentStreamInternal(transformedParams);\n\n        const functionResponses: types.Part[] = [];\n        const responseContents: types.Content[] = [];\n\n        for await (const chunk of response) {\n          yield chunk;\n          if (chunk.candidates && chunk.candidates[0]?.content) {\n            responseContents.push(chunk.candidates[0].content);\n            for (const part of chunk.candidates[0].content.parts ?? []) {\n              if (remoteCallCount < maxRemoteCalls && part.functionCall) {\n                if (!part.functionCall.name) {\n                  throw new Error(\n                    'Function call name was not returned by the model.',\n                  );\n                }\n                if (!afcTools.has(part.functionCall.name)) {\n                  throw new Error(\n                    `Automatic function calling was requested, but not all the tools the model used implement the CallableTool interface. Available tools: ${afcTools.keys()}, mising tool: ${\n                      part.functionCall.name\n                    }`,\n                  );\n                } else {\n                  const responseParts = await afcTools\n                    .get(part.functionCall.name)!\n                    .callTool([part.functionCall]);\n                  functionResponses.push(...responseParts);\n                }\n              }\n            }\n          }\n        }\n\n        if (functionResponses.length > 0) {\n          wereFunctionsCalled = true;\n          const typedResponseChunk = new types.GenerateContentResponse();\n          typedResponseChunk.candidates = [\n            {\n              content: {\n                role: 'user',\n                parts: functionResponses,\n              },\n            },\n          ];\n\n          yield typedResponseChunk;\n\n          const newContents: types.Content[] = [];\n          newContents.push(...responseContents);\n          newContents.push({\n            role: 'user',\n            parts: functionResponses,\n          });\n          const updatedContents = tContents(\n            models.apiClient,\n            params.contents,\n          ).concat(newContents);\n\n          params.contents = updatedContents;\n        } else {\n          break;\n        }\n      }\n    })(this, afcToolsMap, params);\n  }\n\n  /**\n   * Generates an image based on a text description and configuration.\n   *\n   * @param params - The parameters for generating images.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.generateImages({\n   *  model: 'imagen-3.0-generate-002',\n   *  prompt: 'Robot holding a red skateboard',\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  generateImages = async (\n    params: types.GenerateImagesParameters,\n  ): Promise<types.GenerateImagesResponse> => {\n    return await this.generateImagesInternal(params).then((apiResponse) => {\n      let positivePromptSafetyAttributes;\n      const generatedImages = [];\n\n      if (apiResponse?.generatedImages) {\n        for (const generatedImage of apiResponse.generatedImages) {\n          if (\n            generatedImage &&\n            generatedImage?.safetyAttributes &&\n            generatedImage?.safetyAttributes?.contentType === 'Positive Prompt'\n          ) {\n            positivePromptSafetyAttributes = generatedImage?.safetyAttributes;\n          } else {\n            generatedImages.push(generatedImage);\n          }\n        }\n      }\n      let response: types.GenerateImagesResponse;\n\n      if (positivePromptSafetyAttributes) {\n        response = {\n          generatedImages: generatedImages,\n          positivePromptSafetyAttributes: positivePromptSafetyAttributes,\n        };\n      } else {\n        response = {\n          generatedImages: generatedImages,\n        };\n      }\n      return response;\n    });\n  };\n\n  list = async (\n    params?: types.ListModelsParameters,\n  ): Promise<Pager<types.Model>> => {\n    const defaultConfig: types.ListModelsConfig = {\n      queryBase: true,\n    };\n    const actualConfig: types.ListModelsConfig = {\n      ...defaultConfig,\n      ...params?.config,\n    };\n    const actualParams: types.ListModelsParameters = {\n      config: actualConfig,\n    };\n\n    if (this.apiClient.isVertexAI()) {\n      if (!actualParams.config!.queryBase) {\n        if (actualParams.config?.filter) {\n          throw new Error(\n            'Filtering tuned models list for Vertex AI is not currently supported',\n          );\n        } else {\n          actualParams.config!.filter = 'labels.tune-type:*';\n        }\n      }\n    }\n\n    return new Pager<types.Model>(\n      PagedItem.PAGED_ITEM_MODELS,\n      (x: types.ListModelsParameters) => this.listInternal(x),\n      await this.listInternal(actualParams),\n      actualParams,\n    );\n  };\n\n  /**\n   * Edits an image based on a prompt, list of reference images, and configuration.\n   *\n   * @param params - The parameters for editing an image.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.editImage({\n   *  model: 'imagen-3.0-capability-001',\n   *  prompt: 'Generate an image containing a mug with the product logo [1] visible on the side of the mug.',\n   *  referenceImages: [subjectReferenceImage]\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  editImage = async (\n    params: types.EditImageParameters,\n  ): Promise<types.EditImageResponse> => {\n    const paramsInternal: _internal_types.EditImageParametersInternal = {\n      model: params.model,\n      prompt: params.prompt,\n      referenceImages: [],\n      config: params.config,\n    };\n    if (params.referenceImages) {\n      if (params.referenceImages) {\n        paramsInternal.referenceImages = params.referenceImages.map((img) =>\n          img.toReferenceImageAPI(),\n        );\n      }\n    }\n    return await this.editImageInternal(paramsInternal);\n  };\n\n  /**\n   * Upscales an image based on an image, upscale factor, and configuration.\n   * Only supported in Vertex AI currently.\n   *\n   * @param params - The parameters for upscaling an image.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await client.models.upscaleImage({\n   *  model: 'imagen-3.0-generate-002',\n   *  image: image,\n   *  upscaleFactor: 'x2',\n   *  config: {\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  upscaleImage = async (\n    params: types.UpscaleImageParameters,\n  ): Promise<types.UpscaleImageResponse> => {\n    let apiConfig: _internal_types.UpscaleImageAPIConfigInternal = {\n      numberOfImages: 1,\n      mode: 'upscale',\n    };\n\n    if (params.config) {\n      apiConfig = {...apiConfig, ...params.config};\n    }\n\n    const apiParams: _internal_types.UpscaleImageAPIParametersInternal = {\n      model: params.model,\n      image: params.image,\n      upscaleFactor: params.upscaleFactor,\n      config: apiConfig,\n    };\n    return await this.upscaleImageInternal(apiParams);\n  };\n\n  private async generateContentInternal(\n    params: types.GenerateContentParameters,\n  ): Promise<types.GenerateContentResponse> {\n    let response: Promise<types.GenerateContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:generateContent',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateContentResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.generateContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:generateContent',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateContentResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async generateContentStreamInternal(\n    params: types.GenerateContentParameters,\n  ): Promise<AsyncGenerator<types.GenerateContentResponse>> {\n    let response: Promise<AsyncGenerator<types.HttpResponse>>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:streamGenerateContent?alt=sse',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      const apiClient = this.apiClient;\n      response = apiClient.requestStream({\n        path: path,\n        queryParams: queryParams,\n        body: JSON.stringify(body),\n        httpMethod: 'POST',\n        httpOptions: params.config?.httpOptions,\n        abortSignal: params.config?.abortSignal,\n      }) as Promise<AsyncGenerator<types.HttpResponse>>;\n\n      return response.then(async function* (\n        apiResponse: AsyncGenerator<types.HttpResponse>,\n      ) {\n        for await (const chunk of apiResponse) {\n          const resp = converters.generateContentResponseFromVertex(\n            apiClient,\n            (await chunk.json()) as types.GenerateContentResponse,\n          );\n          const typedResp = new types.GenerateContentResponse();\n          Object.assign(typedResp, resp);\n          yield typedResp;\n        }\n      });\n    } else {\n      const body = converters.generateContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:streamGenerateContent?alt=sse',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      const apiClient = this.apiClient;\n      response = apiClient.requestStream({\n        path: path,\n        queryParams: queryParams,\n        body: JSON.stringify(body),\n        httpMethod: 'POST',\n        httpOptions: params.config?.httpOptions,\n        abortSignal: params.config?.abortSignal,\n      }) as Promise<AsyncGenerator<types.HttpResponse>>;\n\n      return response.then(async function* (\n        apiResponse: AsyncGenerator<types.HttpResponse>,\n      ) {\n        for await (const chunk of apiResponse) {\n          const resp = converters.generateContentResponseFromMldev(\n            apiClient,\n            (await chunk.json()) as types.GenerateContentResponse,\n          );\n          const typedResp = new types.GenerateContentResponse();\n          Object.assign(typedResp, resp);\n          yield typedResp;\n        }\n      });\n    }\n  }\n\n  /**\n   * Calculates embeddings for the given contents. Only text is supported.\n   *\n   * @param params - The parameters for embedding contents.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.embedContent({\n   *  model: 'text-embedding-004',\n   *  contents: [\n   *    'What is your name?',\n   *    'What is your favorite color?',\n   *  ],\n   *  config: {\n   *    outputDimensionality: 64,\n   *  },\n   * });\n   * console.log(response);\n   * ```\n   */\n  async embedContent(\n    params: types.EmbedContentParameters,\n  ): Promise<types.EmbedContentResponse> {\n    let response: Promise<types.EmbedContentResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.embedContentParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EmbedContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.embedContentResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EmbedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.embedContentParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:batchEmbedContents',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EmbedContentResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.embedContentResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EmbedContentResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Generates an image based on a text description and configuration.\n   *\n   * @param params - The parameters for generating images.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.generateImages({\n   *  model: 'imagen-3.0-generate-002',\n   *  prompt: 'Robot holding a red skateboard',\n   *  config: {\n   *    numberOfImages: 1,\n   *    includeRaiReason: true,\n   *  },\n   * });\n   * console.log(response?.generatedImages?.[0]?.image?.imageBytes);\n   * ```\n   */\n  private async generateImagesInternal(\n    params: types.GenerateImagesParameters,\n  ): Promise<types.GenerateImagesResponse> {\n    let response: Promise<types.GenerateImagesResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateImagesParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateImagesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateImagesResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateImagesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.generateImagesParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateImagesResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateImagesResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.GenerateImagesResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async editImageInternal(\n    params: _internal_types.EditImageParametersInternal,\n  ): Promise<types.EditImageResponse> {\n    let response: Promise<types.EditImageResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.editImageParametersInternalToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.EditImageResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.editImageResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.EditImageResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  private async upscaleImageInternal(\n    params: _internal_types.UpscaleImageAPIParametersInternal,\n  ): Promise<types.UpscaleImageResponse> {\n    let response: Promise<types.UpscaleImageResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.upscaleImageAPIParametersInternalToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predict',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.UpscaleImageResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.upscaleImageResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.UpscaleImageResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  /**\n   * Fetches information about a model by name.\n   *\n   * @example\n   * ```ts\n   * const modelInfo = await ai.models.get({model: 'gemini-2.0-flash'});\n   * ```\n   */\n  async get(params: types.GetModelParameters): Promise<types.Model> {\n    let response: Promise<types.Model>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromVertex(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    } else {\n      const body = converters.getModelParametersToMldev(this.apiClient, params);\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListModelsParameters,\n  ): Promise<types.ListModelsResponse> {\n    let response: Promise<types.ListModelsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listModelsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{models_url}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListModelsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listModelsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListModelsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listModelsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{models_url}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListModelsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listModelsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListModelsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Updates a tuned model by its name.\n   *\n   * @param params - The parameters for updating the model.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.update({\n   *   model: 'tuned-model-name',\n   *   config: {\n   *     displayName: 'New display name',\n   *     description: 'New description',\n   *   },\n   * });\n   * ```\n   */\n  async update(params: types.UpdateModelParameters): Promise<types.Model> {\n    let response: Promise<types.Model>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.updateModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromVertex(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    } else {\n      const body = converters.updateModelParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'PATCH',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Model>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.modelFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Model;\n      });\n    }\n  }\n\n  /**\n   * Deletes a tuned model by its name.\n   *\n   * @param params - The parameters for deleting the model.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.delete({model: 'tuned-model-name'});\n   * ```\n   */\n  async delete(\n    params: types.DeleteModelParameters,\n  ): Promise<types.DeleteModelResponse> {\n    let response: Promise<types.DeleteModelResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.deleteModelParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteModelResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteModelResponseFromVertex();\n        const typedResp = new types.DeleteModelResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.deleteModelParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'DELETE',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.DeleteModelResponse>;\n\n      return response.then(() => {\n        const resp = converters.deleteModelResponseFromMldev();\n        const typedResp = new types.DeleteModelResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Counts the number of tokens in the given contents. Multimodal input is\n   * supported for Gemini models.\n   *\n   * @param params - The parameters for counting tokens.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.countTokens({\n   *  model: 'gemini-2.0-flash',\n   *  contents: 'The quick brown fox jumps over the lazy dog.'\n   * });\n   * console.log(response);\n   * ```\n   */\n  async countTokens(\n    params: types.CountTokensParameters,\n  ): Promise<types.CountTokensResponse> {\n    let response: Promise<types.CountTokensResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.countTokensParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:countTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CountTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.countTokensResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.CountTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.countTokensParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:countTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.CountTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.countTokensResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.CountTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  /**\n   * Given a list of contents, returns a corresponding TokensInfo containing\n   * the list of tokens and list of token ids.\n   *\n   * This method is not supported by the Gemini Developer API.\n   *\n   * @param params - The parameters for computing tokens.\n   * @return The response from the API.\n   *\n   * @example\n   * ```ts\n   * const response = await ai.models.computeTokens({\n   *  model: 'gemini-2.0-flash',\n   *  contents: 'What is your name?'\n   * });\n   * console.log(response);\n   * ```\n   */\n  async computeTokens(\n    params: types.ComputeTokensParameters,\n  ): Promise<types.ComputeTokensResponse> {\n    let response: Promise<types.ComputeTokensResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.computeTokensParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:computeTokens',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ComputeTokensResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.computeTokensResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ComputeTokensResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  /**\n   *  Generates videos based on a text description and configuration.\n   *\n   * @param params - The parameters for generating videos.\n   * @return A Promise<GenerateVideosOperation> which allows you to track the progress and eventually retrieve the generated videos using the operations.get method.\n   *\n   * @example\n   * ```ts\n   * const operation = await ai.models.generateVideos({\n   *  model: 'veo-2.0-generate-001',\n   *  prompt: 'A neon hologram of a cat driving at top speed',\n   *  config: {\n   *    numberOfVideos: 1\n   * });\n   *\n   * while (!operation.done) {\n   *   await new Promise(resolve => setTimeout(resolve, 10000));\n   *   operation = await ai.operations.getVideosOperation({operation: operation});\n   * }\n   *\n   * console.log(operation.response?.generatedVideos?.[0]?.video?.uri);\n   * ```\n   */\n\n  async generateVideos(\n    params: types.GenerateVideosParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.generateVideosParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predictLongRunning',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      const body = converters.generateVideosParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{model}:predictLongRunning',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function getOperationParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'operationName'],\n      fromOperationName,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function getOperationParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(\n      toObject,\n      ['_url', 'operationName'],\n      fromOperationName,\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function fetchPredictOperationParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.FetchPredictOperationParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromOperationName = common.getValueByPath(fromObject, [\n    'operationName',\n  ]);\n  if (fromOperationName != null) {\n    common.setValueByPath(toObject, ['operationName'], fromOperationName);\n  }\n\n  const fromResourceName = common.getValueByPath(fromObject, ['resourceName']);\n  if (fromResourceName != null) {\n    common.setValueByPath(toObject, ['_url', 'resourceName'], fromResourceName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function videoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['video', 'uri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'video',\n    'encodedVideo',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['encoding']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromMldev(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, [\n    'generatedSamples',\n  ]);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, [\n    'response',\n    'generateVideoResponse',\n  ]);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromMldev(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n\nexport function videoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.Video,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromUri != null) {\n    common.setValueByPath(toObject, ['uri'], fromUri);\n  }\n\n  const fromVideoBytes = common.getValueByPath(fromObject, [\n    'bytesBase64Encoded',\n  ]);\n  if (fromVideoBytes != null) {\n    common.setValueByPath(\n      toObject,\n      ['videoBytes'],\n      t.tBytes(apiClient, fromVideoBytes),\n    );\n  }\n\n  const fromMimeType = common.getValueByPath(fromObject, ['mimeType']);\n  if (fromMimeType != null) {\n    common.setValueByPath(toObject, ['mimeType'], fromMimeType);\n  }\n\n  return toObject;\n}\n\nexport function generatedVideoFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GeneratedVideo,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromVideo = common.getValueByPath(fromObject, ['_self']);\n  if (fromVideo != null) {\n    common.setValueByPath(\n      toObject,\n      ['video'],\n      videoFromVertex(apiClient, fromVideo),\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGeneratedVideos = common.getValueByPath(fromObject, ['videos']);\n  if (fromGeneratedVideos != null) {\n    let transformedList = fromGeneratedVideos;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return generatedVideoFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['generatedVideos'], transformedList);\n  }\n\n  const fromRaiMediaFilteredCount = common.getValueByPath(fromObject, [\n    'raiMediaFilteredCount',\n  ]);\n  if (fromRaiMediaFilteredCount != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredCount'],\n      fromRaiMediaFilteredCount,\n    );\n  }\n\n  const fromRaiMediaFilteredReasons = common.getValueByPath(fromObject, [\n    'raiMediaFilteredReasons',\n  ]);\n  if (fromRaiMediaFilteredReasons != null) {\n    common.setValueByPath(\n      toObject,\n      ['raiMediaFilteredReasons'],\n      fromRaiMediaFilteredReasons,\n    );\n  }\n\n  return toObject;\n}\n\nexport function generateVideosOperationFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.GenerateVideosOperation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromResponse = common.getValueByPath(fromObject, ['response']);\n  if (fromResponse != null) {\n    common.setValueByPath(\n      toObject,\n      ['response'],\n      generateVideosResponseFromVertex(apiClient, fromResponse),\n    );\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_operations_converters.js';\nimport * as types from './types.js';\n\nexport class Operations extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Gets the status of a long-running operation.\n   *\n   * @param parameters The parameters for the get operation request.\n   * @return The updated Operation object, with the latest status or result.\n   */\n  async getVideosOperation(\n    parameters: types.OperationGetParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    const operation = parameters.operation;\n    const config = parameters.config;\n\n    if (operation.name === undefined || operation.name === '') {\n      throw new Error('Operation name is required.');\n    }\n\n    if (this.apiClient.isVertexAI()) {\n      const resourceName = operation.name.split('/operations/')[0];\n      let httpOptions: types.HttpOptions | undefined = undefined;\n\n      if (config && 'httpOptions' in config) {\n        httpOptions = config.httpOptions;\n      }\n\n      return this.fetchPredictVideosOperationInternal({\n        operationName: operation.name,\n        resourceName: resourceName,\n        config: {httpOptions: httpOptions},\n      });\n    } else {\n      return this.getVideosOperationInternal({\n        operationName: operation.name,\n        config: config,\n      });\n    }\n  }\n\n  private async getVideosOperationInternal(\n    params: types.GetOperationParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getOperationParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{operationName}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      const body = converters.getOperationParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{operationName}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    }\n  }\n\n  private async fetchPredictVideosOperationInternal(\n    params: types.FetchPredictOperationParameters,\n  ): Promise<types.GenerateVideosOperation> {\n    let response: Promise<types.GenerateVideosOperation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.fetchPredictOperationParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{resourceName}:fetchPredictOperation',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.GenerateVideosOperation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.generateVideosOperationFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.GenerateVideosOperation;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from '../_api_client.js';\nimport * as common from '../_common.js';\nimport * as t from '../_transformers.js';\nimport * as types from '../types.js';\n\nexport function getTuningJobParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.GetTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['_url', 'name'], fromName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listTuningJobsConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tuningExampleToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningExample,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromTextInput = common.getValueByPath(fromObject, ['textInput']);\n  if (fromTextInput != null) {\n    common.setValueByPath(toObject, ['textInput'], fromTextInput);\n  }\n\n  const fromOutput = common.getValueByPath(fromObject, ['output']);\n  if (fromOutput != null) {\n    common.setValueByPath(toObject, ['output'], fromOutput);\n  }\n\n  return toObject;\n}\n\nexport function tuningDatasetToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  const fromExamples = common.getValueByPath(fromObject, ['examples']);\n  if (fromExamples != null) {\n    let transformedList = fromExamples;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningExampleToMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['examples', 'examples'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function tuningValidationDatasetToMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningValidationDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['gcsUri']) !== undefined) {\n    throw new Error('gcsUri parameter is not supported in Gemini API.');\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobConfigToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['validationDataset']) !== undefined) {\n    throw new Error(\n      'validationDataset parameter is not supported in Gemini API.',\n    );\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (parentObject !== undefined && fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['displayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['description']) !== undefined) {\n    throw new Error('description parameter is not supported in Gemini API.');\n  }\n\n  const fromEpochCount = common.getValueByPath(fromObject, ['epochCount']);\n  if (parentObject !== undefined && fromEpochCount != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'epochCount'],\n      fromEpochCount,\n    );\n  }\n\n  const fromLearningRateMultiplier = common.getValueByPath(fromObject, [\n    'learningRateMultiplier',\n  ]);\n  if (fromLearningRateMultiplier != null) {\n    common.setValueByPath(\n      toObject,\n      ['tuningTask', 'hyperparameters', 'learningRateMultiplier'],\n      fromLearningRateMultiplier,\n    );\n  }\n\n  if (\n    common.getValueByPath(fromObject, ['exportLastCheckpointOnly']) !==\n    undefined\n  ) {\n    throw new Error(\n      'exportLastCheckpointOnly parameter is not supported in Gemini API.',\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['adapterSize']) !== undefined) {\n    throw new Error('adapterSize parameter is not supported in Gemini API.');\n  }\n\n  const fromBatchSize = common.getValueByPath(fromObject, ['batchSize']);\n  if (parentObject !== undefined && fromBatchSize != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'batchSize'],\n      fromBatchSize,\n    );\n  }\n\n  const fromLearningRate = common.getValueByPath(fromObject, ['learningRate']);\n  if (parentObject !== undefined && fromLearningRate != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tuningTask', 'hyperparameters', 'learningRate'],\n      fromLearningRate,\n    );\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobParametersToMldev(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTrainingDataset = common.getValueByPath(fromObject, [\n    'trainingDataset',\n  ]);\n  if (fromTrainingDataset != null) {\n    common.setValueByPath(\n      toObject,\n      ['tuningTask', 'trainingData'],\n      tuningDatasetToMldev(apiClient, fromTrainingDataset),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createTuningJobConfigToMldev(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function getTuningJobParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.GetTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['_url', 'name'], fromName);\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(toObject, ['config'], fromConfig);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromPageSize = common.getValueByPath(fromObject, ['pageSize']);\n  if (parentObject !== undefined && fromPageSize != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageSize'], fromPageSize);\n  }\n\n  const fromPageToken = common.getValueByPath(fromObject, ['pageToken']);\n  if (parentObject !== undefined && fromPageToken != null) {\n    common.setValueByPath(parentObject, ['_query', 'pageToken'], fromPageToken);\n  }\n\n  const fromFilter = common.getValueByPath(fromObject, ['filter']);\n  if (parentObject !== undefined && fromFilter != null) {\n    common.setValueByPath(parentObject, ['_query', 'filter'], fromFilter);\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      listTuningJobsConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tuningExampleToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningExample,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  if (common.getValueByPath(fromObject, ['textInput']) !== undefined) {\n    throw new Error('textInput parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['output']) !== undefined) {\n    throw new Error('output parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function tuningDatasetToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningDataset,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (parentObject !== undefined && fromGcsUri != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'trainingDatasetUri'],\n      fromGcsUri,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['examples']) !== undefined) {\n    throw new Error('examples parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function tuningValidationDatasetToVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningValidationDataset,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromGcsUri = common.getValueByPath(fromObject, ['gcsUri']);\n  if (fromGcsUri != null) {\n    common.setValueByPath(toObject, ['validationDatasetUri'], fromGcsUri);\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobConfigToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobConfig,\n  parentObject: Record<string, unknown>,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromValidationDataset = common.getValueByPath(fromObject, [\n    'validationDataset',\n  ]);\n  if (parentObject !== undefined && fromValidationDataset != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec'],\n      tuningValidationDatasetToVertex(apiClient, fromValidationDataset),\n    );\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (parentObject !== undefined && fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      parentObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (parentObject !== undefined && fromDescription != null) {\n    common.setValueByPath(parentObject, ['description'], fromDescription);\n  }\n\n  const fromEpochCount = common.getValueByPath(fromObject, ['epochCount']);\n  if (parentObject !== undefined && fromEpochCount != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'epochCount'],\n      fromEpochCount,\n    );\n  }\n\n  const fromLearningRateMultiplier = common.getValueByPath(fromObject, [\n    'learningRateMultiplier',\n  ]);\n  if (parentObject !== undefined && fromLearningRateMultiplier != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'learningRateMultiplier'],\n      fromLearningRateMultiplier,\n    );\n  }\n\n  const fromExportLastCheckpointOnly = common.getValueByPath(fromObject, [\n    'exportLastCheckpointOnly',\n  ]);\n  if (parentObject !== undefined && fromExportLastCheckpointOnly != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'exportLastCheckpointOnly'],\n      fromExportLastCheckpointOnly,\n    );\n  }\n\n  const fromAdapterSize = common.getValueByPath(fromObject, ['adapterSize']);\n  if (parentObject !== undefined && fromAdapterSize != null) {\n    common.setValueByPath(\n      parentObject,\n      ['supervisedTuningSpec', 'hyperParameters', 'adapterSize'],\n      fromAdapterSize,\n    );\n  }\n\n  if (common.getValueByPath(fromObject, ['batchSize']) !== undefined) {\n    throw new Error('batchSize parameter is not supported in Vertex AI.');\n  }\n\n  if (common.getValueByPath(fromObject, ['learningRate']) !== undefined) {\n    throw new Error('learningRate parameter is not supported in Vertex AI.');\n  }\n\n  return toObject;\n}\n\nexport function createTuningJobParametersToVertex(\n  apiClient: ApiClient,\n  fromObject: types.CreateTuningJobParameters,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTrainingDataset = common.getValueByPath(fromObject, [\n    'trainingDataset',\n  ]);\n  if (fromTrainingDataset != null) {\n    common.setValueByPath(\n      toObject,\n      ['supervisedTuningSpec', 'trainingDatasetUri'],\n      tuningDatasetToVertex(apiClient, fromTrainingDataset, toObject),\n    );\n  }\n\n  const fromConfig = common.getValueByPath(fromObject, ['config']);\n  if (fromConfig != null) {\n    common.setValueByPath(\n      toObject,\n      ['config'],\n      createTuningJobConfigToVertex(apiClient, fromConfig, toObject),\n    );\n  }\n\n  return toObject;\n}\n\nexport function tunedModelCheckpointFromMldev(): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  return toObject;\n}\n\nexport function tunedModelFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TunedModel,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['name']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['name']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  return toObject;\n}\n\nexport function tuningJobFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.TuningJob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(\n      toObject,\n      ['state'],\n      t.tTuningJobStatus(apiClient, fromState),\n    );\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromStartTime = common.getValueByPath(fromObject, [\n    'tuningTask',\n    'startTime',\n  ]);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, [\n    'tuningTask',\n    'completeTime',\n  ]);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTunedModel = common.getValueByPath(fromObject, ['_self']);\n  if (fromTunedModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModel'],\n      tunedModelFromMldev(apiClient, fromTunedModel),\n    );\n  }\n\n  const fromDistillationSpec = common.getValueByPath(fromObject, [\n    'distillationSpec',\n  ]);\n  if (fromDistillationSpec != null) {\n    common.setValueByPath(toObject, ['distillationSpec'], fromDistillationSpec);\n  }\n\n  const fromExperiment = common.getValueByPath(fromObject, ['experiment']);\n  if (fromExperiment != null) {\n    common.setValueByPath(toObject, ['experiment'], fromExperiment);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromPipelineJob = common.getValueByPath(fromObject, ['pipelineJob']);\n  if (fromPipelineJob != null) {\n    common.setValueByPath(toObject, ['pipelineJob'], fromPipelineJob);\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsResponseFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromTuningJobs = common.getValueByPath(fromObject, ['tunedModels']);\n  if (fromTuningJobs != null) {\n    let transformedList = fromTuningJobs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningJobFromMldev(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['tuningJobs'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function operationFromMldev(\n  apiClient: ApiClient,\n  fromObject: types.Operation,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromMetadata = common.getValueByPath(fromObject, ['metadata']);\n  if (fromMetadata != null) {\n    common.setValueByPath(toObject, ['metadata'], fromMetadata);\n  }\n\n  const fromDone = common.getValueByPath(fromObject, ['done']);\n  if (fromDone != null) {\n    common.setValueByPath(toObject, ['done'], fromDone);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelCheckpointFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModelCheckpoint,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromCheckpointId = common.getValueByPath(fromObject, ['checkpointId']);\n  if (fromCheckpointId != null) {\n    common.setValueByPath(toObject, ['checkpointId'], fromCheckpointId);\n  }\n\n  const fromEpoch = common.getValueByPath(fromObject, ['epoch']);\n  if (fromEpoch != null) {\n    common.setValueByPath(toObject, ['epoch'], fromEpoch);\n  }\n\n  const fromStep = common.getValueByPath(fromObject, ['step']);\n  if (fromStep != null) {\n    common.setValueByPath(toObject, ['step'], fromStep);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  return toObject;\n}\n\nexport function tunedModelFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TunedModel,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromModel = common.getValueByPath(fromObject, ['model']);\n  if (fromModel != null) {\n    common.setValueByPath(toObject, ['model'], fromModel);\n  }\n\n  const fromEndpoint = common.getValueByPath(fromObject, ['endpoint']);\n  if (fromEndpoint != null) {\n    common.setValueByPath(toObject, ['endpoint'], fromEndpoint);\n  }\n\n  const fromCheckpoints = common.getValueByPath(fromObject, ['checkpoints']);\n  if (fromCheckpoints != null) {\n    let transformedList = fromCheckpoints;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tunedModelCheckpointFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['checkpoints'], transformedList);\n  }\n\n  return toObject;\n}\n\nexport function tuningJobFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.TuningJob,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromName = common.getValueByPath(fromObject, ['name']);\n  if (fromName != null) {\n    common.setValueByPath(toObject, ['name'], fromName);\n  }\n\n  const fromState = common.getValueByPath(fromObject, ['state']);\n  if (fromState != null) {\n    common.setValueByPath(\n      toObject,\n      ['state'],\n      t.tTuningJobStatus(apiClient, fromState),\n    );\n  }\n\n  const fromCreateTime = common.getValueByPath(fromObject, ['createTime']);\n  if (fromCreateTime != null) {\n    common.setValueByPath(toObject, ['createTime'], fromCreateTime);\n  }\n\n  const fromStartTime = common.getValueByPath(fromObject, ['startTime']);\n  if (fromStartTime != null) {\n    common.setValueByPath(toObject, ['startTime'], fromStartTime);\n  }\n\n  const fromEndTime = common.getValueByPath(fromObject, ['endTime']);\n  if (fromEndTime != null) {\n    common.setValueByPath(toObject, ['endTime'], fromEndTime);\n  }\n\n  const fromUpdateTime = common.getValueByPath(fromObject, ['updateTime']);\n  if (fromUpdateTime != null) {\n    common.setValueByPath(toObject, ['updateTime'], fromUpdateTime);\n  }\n\n  const fromError = common.getValueByPath(fromObject, ['error']);\n  if (fromError != null) {\n    common.setValueByPath(toObject, ['error'], fromError);\n  }\n\n  const fromDescription = common.getValueByPath(fromObject, ['description']);\n  if (fromDescription != null) {\n    common.setValueByPath(toObject, ['description'], fromDescription);\n  }\n\n  const fromBaseModel = common.getValueByPath(fromObject, ['baseModel']);\n  if (fromBaseModel != null) {\n    common.setValueByPath(toObject, ['baseModel'], fromBaseModel);\n  }\n\n  const fromTunedModel = common.getValueByPath(fromObject, ['tunedModel']);\n  if (fromTunedModel != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModel'],\n      tunedModelFromVertex(apiClient, fromTunedModel),\n    );\n  }\n\n  const fromSupervisedTuningSpec = common.getValueByPath(fromObject, [\n    'supervisedTuningSpec',\n  ]);\n  if (fromSupervisedTuningSpec != null) {\n    common.setValueByPath(\n      toObject,\n      ['supervisedTuningSpec'],\n      fromSupervisedTuningSpec,\n    );\n  }\n\n  const fromTuningDataStats = common.getValueByPath(fromObject, [\n    'tuningDataStats',\n  ]);\n  if (fromTuningDataStats != null) {\n    common.setValueByPath(toObject, ['tuningDataStats'], fromTuningDataStats);\n  }\n\n  const fromEncryptionSpec = common.getValueByPath(fromObject, [\n    'encryptionSpec',\n  ]);\n  if (fromEncryptionSpec != null) {\n    common.setValueByPath(toObject, ['encryptionSpec'], fromEncryptionSpec);\n  }\n\n  const fromPartnerModelTuningSpec = common.getValueByPath(fromObject, [\n    'partnerModelTuningSpec',\n  ]);\n  if (fromPartnerModelTuningSpec != null) {\n    common.setValueByPath(\n      toObject,\n      ['partnerModelTuningSpec'],\n      fromPartnerModelTuningSpec,\n    );\n  }\n\n  const fromDistillationSpec = common.getValueByPath(fromObject, [\n    'distillationSpec',\n  ]);\n  if (fromDistillationSpec != null) {\n    common.setValueByPath(toObject, ['distillationSpec'], fromDistillationSpec);\n  }\n\n  const fromExperiment = common.getValueByPath(fromObject, ['experiment']);\n  if (fromExperiment != null) {\n    common.setValueByPath(toObject, ['experiment'], fromExperiment);\n  }\n\n  const fromLabels = common.getValueByPath(fromObject, ['labels']);\n  if (fromLabels != null) {\n    common.setValueByPath(toObject, ['labels'], fromLabels);\n  }\n\n  const fromPipelineJob = common.getValueByPath(fromObject, ['pipelineJob']);\n  if (fromPipelineJob != null) {\n    common.setValueByPath(toObject, ['pipelineJob'], fromPipelineJob);\n  }\n\n  const fromTunedModelDisplayName = common.getValueByPath(fromObject, [\n    'tunedModelDisplayName',\n  ]);\n  if (fromTunedModelDisplayName != null) {\n    common.setValueByPath(\n      toObject,\n      ['tunedModelDisplayName'],\n      fromTunedModelDisplayName,\n    );\n  }\n\n  return toObject;\n}\n\nexport function listTuningJobsResponseFromVertex(\n  apiClient: ApiClient,\n  fromObject: types.ListTuningJobsResponse,\n): Record<string, unknown> {\n  const toObject: Record<string, unknown> = {};\n\n  const fromNextPageToken = common.getValueByPath(fromObject, [\n    'nextPageToken',\n  ]);\n  if (fromNextPageToken != null) {\n    common.setValueByPath(toObject, ['nextPageToken'], fromNextPageToken);\n  }\n\n  const fromTuningJobs = common.getValueByPath(fromObject, ['tuningJobs']);\n  if (fromTuningJobs != null) {\n    let transformedList = fromTuningJobs;\n    if (Array.isArray(transformedList)) {\n      transformedList = transformedList.map((item) => {\n        return tuningJobFromVertex(apiClient, item);\n      });\n    }\n    common.setValueByPath(toObject, ['tuningJobs'], transformedList);\n  }\n\n  return toObject;\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\n// Code generated by the Google Gen AI SDK generator DO NOT EDIT.\n\nimport {ApiClient} from './_api_client.js';\nimport * as common from './_common.js';\nimport {BaseModule} from './_common.js';\nimport * as converters from './converters/_tunings_converters.js';\nimport {PagedItem, Pager} from './pagers.js';\nimport * as types from './types.js';\n\nexport class Tunings extends BaseModule {\n  constructor(private readonly apiClient: ApiClient) {\n    super();\n  }\n\n  /**\n   * Gets a TuningJob.\n   *\n   * @param name - The resource name of the tuning job.\n   * @return - A TuningJob object.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  get = async (\n    params: types.GetTuningJobParameters,\n  ): Promise<types.TuningJob> => {\n    return await this.getInternal(params);\n  };\n\n  /**\n   * Lists tuning jobs.\n   *\n   * @param config - The configuration for the list request.\n   * @return - A list of tuning jobs.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  list = async (\n    params: types.ListTuningJobsParameters = {},\n  ): Promise<Pager<types.TuningJob>> => {\n    return new Pager<types.TuningJob>(\n      PagedItem.PAGED_ITEM_TUNING_JOBS,\n      (x: types.ListTuningJobsParameters) => this.listInternal(x),\n      await this.listInternal(params),\n      params,\n    );\n  };\n\n  /**\n   * Creates a supervised fine-tuning job.\n   *\n   * @param params - The parameters for the tuning job.\n   * @return - A TuningJob operation.\n   *\n   * @experimental - The SDK's tuning implementation is experimental, and may\n   * change in future versions.\n   */\n  tune = async (\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.TuningJob> => {\n    if (this.apiClient.isVertexAI()) {\n      return await this.tuneInternal(params);\n    } else {\n      const operation = await this.tuneMldevInternal(params);\n      let tunedModelName = '';\n      if (\n        operation['metadata'] !== undefined &&\n        operation['metadata']['tunedModel'] !== undefined\n      ) {\n        tunedModelName = operation['metadata']['tunedModel'] as string;\n      } else if (\n        operation['name'] !== undefined &&\n        operation['name'].includes('/operations/')\n      ) {\n        tunedModelName = operation['name'].split('/operations/')[0];\n      }\n      const tuningJob: types.TuningJob = {\n        name: tunedModelName,\n        state: types.JobState.JOB_STATE_QUEUED,\n      };\n\n      return tuningJob;\n    }\n  };\n\n  private async getInternal(\n    params: types.GetTuningJobParameters,\n  ): Promise<types.TuningJob> {\n    let response: Promise<types.TuningJob>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.getTuningJobParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.TuningJob;\n      });\n    } else {\n      const body = converters.getTuningJobParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        '{name}',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.TuningJob;\n      });\n    }\n  }\n\n  private async listInternal(\n    params: types.ListTuningJobsParameters,\n  ): Promise<types.ListTuningJobsResponse> {\n    let response: Promise<types.ListTuningJobsResponse>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.listTuningJobsParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tuningJobs',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListTuningJobsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listTuningJobsResponseFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListTuningJobsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    } else {\n      const body = converters.listTuningJobsParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tunedModels',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'GET',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.ListTuningJobsResponse>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.listTuningJobsResponseFromMldev(\n          this.apiClient,\n          apiResponse,\n        );\n        const typedResp = new types.ListTuningJobsResponse();\n        Object.assign(typedResp, resp);\n        return typedResp;\n      });\n    }\n  }\n\n  private async tuneInternal(\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.TuningJob> {\n    let response: Promise<types.TuningJob>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      const body = converters.createTuningJobParametersToVertex(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tuningJobs',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.TuningJob>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.tuningJobFromVertex(\n          this.apiClient,\n          apiResponse,\n        );\n\n        return resp as types.TuningJob;\n      });\n    } else {\n      throw new Error('This method is only supported by the Vertex AI.');\n    }\n  }\n\n  private async tuneMldevInternal(\n    params: types.CreateTuningJobParameters,\n  ): Promise<types.Operation> {\n    let response: Promise<types.Operation>;\n    let path: string = '';\n    let queryParams: Record<string, string> = {};\n    if (this.apiClient.isVertexAI()) {\n      throw new Error(\n        'This method is only supported by the Gemini Developer API.',\n      );\n    } else {\n      const body = converters.createTuningJobParametersToMldev(\n        this.apiClient,\n        params,\n      );\n      path = common.formatMap(\n        'tunedModels',\n        body['_url'] as Record<string, unknown>,\n      );\n      queryParams = body['_query'] as Record<string, string>;\n      delete body['config'];\n      delete body['_url'];\n      delete body['_query'];\n\n      response = this.apiClient\n        .request({\n          path: path,\n          queryParams: queryParams,\n          body: JSON.stringify(body),\n          httpMethod: 'POST',\n          httpOptions: params.config?.httpOptions,\n          abortSignal: params.config?.abortSignal,\n        })\n        .then((httpResponse) => {\n          return httpResponse.json();\n        }) as Promise<types.Operation>;\n\n      return response.then((apiResponse) => {\n        const resp = converters.operationFromMldev(this.apiClient, apiResponse);\n\n        return resp as types.Operation;\n      });\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {ApiClient} from '../_api_client.js';\nimport {Downloader} from '../_downloader.js';\nimport {DownloadFileParameters} from '../types.js';\n\nexport class BrowserDownloader implements Downloader {\n  async download(\n    _params: DownloadFileParameters,\n    _apiClient: ApiClient,\n  ): Promise<void> {\n    throw new Error(\n      'Download to file is not supported in the browser, please use a browser compliant download like an <a> tag.',\n    );\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\nimport {ApiClient} from '../_api_client.js';\nimport {FileStat, Uploader} from '../_uploader.js';\nimport {File, HttpResponse} from '../types.js';\n\nimport {crossError} from './_cross_error.js';\n\nexport const MAX_CHUNK_SIZE = 1024 * 1024 * 8; // bytes\nexport const MAX_RETRY_COUNT = 3;\nexport const INITIAL_RETRY_DELAY_MS = 1000;\nexport const DELAY_MULTIPLIER = 2;\nexport const X_GOOG_UPLOAD_STATUS_HEADER_FIELD = 'x-goog-upload-status';\n\nexport class CrossUploader implements Uploader {\n  async upload(\n    file: string | Blob,\n    uploadUrl: string,\n    apiClient: ApiClient,\n  ): Promise<File> {\n    if (typeof file === 'string') {\n      throw crossError();\n    } else {\n      return uploadBlob(file, uploadUrl, apiClient);\n    }\n  }\n\n  async stat(file: string | Blob): Promise<FileStat> {\n    if (typeof file === 'string') {\n      throw crossError();\n    } else {\n      return getBlobStat(file);\n    }\n  }\n}\n\nexport async function uploadBlob(\n  file: Blob,\n  uploadUrl: string,\n  apiClient: ApiClient,\n): Promise<File> {\n  let fileSize = 0;\n  let offset = 0;\n  let response: HttpResponse = new HttpResponse(new Response());\n  let uploadCommand = 'upload';\n  fileSize = file.size;\n  while (offset < fileSize) {\n    const chunkSize = Math.min(MAX_CHUNK_SIZE, fileSize - offset);\n    const chunk = file.slice(offset, offset + chunkSize);\n    if (offset + chunkSize >= fileSize) {\n      uploadCommand += ', finalize';\n    }\n    let retryCount = 0;\n    let currentDelayMs = INITIAL_RETRY_DELAY_MS;\n    while (retryCount < MAX_RETRY_COUNT) {\n      response = await apiClient.request({\n        path: '',\n        body: chunk,\n        httpMethod: 'POST',\n        httpOptions: {\n          apiVersion: '',\n          baseUrl: uploadUrl,\n          headers: {\n            'X-Goog-Upload-Command': uploadCommand,\n            'X-Goog-Upload-Offset': String(offset),\n            'Content-Length': String(chunkSize),\n          },\n        },\n      });\n      if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD]) {\n        break;\n      }\n      retryCount++;\n      await sleep(currentDelayMs);\n      currentDelayMs = currentDelayMs * DELAY_MULTIPLIER;\n    }\n    offset += chunkSize;\n    // The `x-goog-upload-status` header field can be `active`, `final` and\n    //`cancelled` in resposne.\n    if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD] !== 'active') {\n      break;\n    }\n    // TODO(b/401391430) Investigate why the upload status is not finalized\n    // even though all content has been uploaded.\n    if (fileSize <= offset) {\n      throw new Error(\n        'All content has been uploaded, but the upload status is not finalized.',\n      );\n    }\n  }\n  const responseJson = (await response?.json()) as Record<\n    string,\n    File | unknown\n  >;\n  if (response?.headers?.[X_GOOG_UPLOAD_STATUS_HEADER_FIELD] !== 'final') {\n    throw new Error('Failed to upload file: Upload status is not finalized.');\n  }\n  return responseJson['file'] as File;\n}\n\nexport async function getBlobStat(file: Blob): Promise<FileStat> {\n  const fileStat: FileStat = {size: file.size, type: file.type};\n  return fileStat;\n}\n\nexport function sleep(ms: number): Promise<void> {\n  return new Promise((resolvePromise) => setTimeout(resolvePromise, ms));\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\nimport {ApiClient} from '../_api_client.js';\nimport {FileStat, Uploader} from '../_uploader.js';\nimport {getBlobStat, uploadBlob} from '../cross/_cross_uploader.js';\nimport {File} from '../types.js';\n\nexport class BrowserUploader implements Uploader {\n  async upload(\n    file: string | Blob,\n    uploadUrl: string,\n    apiClient: ApiClient,\n  ): Promise<File> {\n    if (typeof file === 'string') {\n      throw new Error('File path is not supported in browser uploader.');\n    }\n\n    return await uploadBlob(file, uploadUrl, apiClient);\n  }\n\n  async stat(file: string | Blob): Promise<FileStat> {\n    if (typeof file === 'string') {\n      throw new Error('File path is not supported in browser uploader.');\n    } else {\n      return await getBlobStat(file);\n    }\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {\n  WebSocketCallbacks,\n  WebSocketFactory,\n  WebSocket as Ws,\n} from '../_websocket.js';\n\n// TODO((b/401271082): re-enable lint once BrowserWebSocketFactory is\n// implemented.\n/*  eslint-disable @typescript-eslint/no-unused-vars */\nexport class BrowserWebSocketFactory implements WebSocketFactory {\n  create(\n    url: string,\n    headers: Record<string, string>,\n    callbacks: WebSocketCallbacks,\n  ): Ws {\n    return new BrowserWebSocket(url, headers, callbacks);\n  }\n}\n\nexport class BrowserWebSocket implements Ws {\n  private ws?: WebSocket;\n\n  constructor(\n    private readonly url: string,\n    private readonly headers: Record<string, string>,\n    private readonly callbacks: WebSocketCallbacks,\n  ) {}\n\n  connect(): void {\n    this.ws = new WebSocket(this.url);\n\n    this.ws.onopen = this.callbacks.onopen;\n    this.ws.onerror = this.callbacks.onerror;\n    this.ws.onclose = this.callbacks.onclose;\n    this.ws.onmessage = this.callbacks.onmessage;\n  }\n\n  send(message: string) {\n    if (this.ws === undefined) {\n      throw new Error('WebSocket is not connected');\n    }\n\n    this.ws.send(message);\n  }\n\n  close() {\n    if (this.ws === undefined) {\n      throw new Error('WebSocket is not connected');\n    }\n\n    this.ws.close();\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {Auth} from '../_auth.js';\n\nexport const GOOGLE_API_KEY_HEADER = 'x-goog-api-key';\n// TODO(b/395122533): We need a secure client side authentication mechanism.\nexport class WebAuth implements Auth {\n  constructor(private readonly apiKey?: string) {}\n\n  async addAuthHeaders(headers: Headers): Promise<void> {\n    if (headers.get(GOOGLE_API_KEY_HEADER) !== null || !this.apiKey) {\n      return;\n    }\n    headers.append(GOOGLE_API_KEY_HEADER, this.apiKey);\n  }\n}\n","/**\n * @license\n * Copyright 2025 Google LLC\n * SPDX-License-Identifier: Apache-2.0\n */\n\nimport {ApiClient} from '../_api_client.js';\nimport {getBaseUrl} from '../_base_url.js';\nimport {Caches} from '../caches.js';\nimport {Chats} from '../chats.js';\nimport {GoogleGenAIOptions} from '../client.js';\nimport {Files} from '../files.js';\nimport {Live} from '../live.js';\nimport {Models} from '../models.js';\nimport {Operations} from '../operations.js';\nimport {Tunings} from '../tunings.js';\n\nimport {BrowserDownloader} from './_browser_downloader.js';\nimport {BrowserUploader} from './_browser_uploader.js';\nimport {BrowserWebSocketFactory} from './_browser_websocket.js';\nimport {WebAuth} from './_web_auth.js';\n\nconst LANGUAGE_LABEL_PREFIX = 'gl-node/';\n\n/**\n * The Google GenAI SDK.\n *\n * @remarks\n * Provides access to the GenAI features through either the {@link\n * https://cloud.google.com/vertex-ai/docs/reference/rest | Gemini API} or\n * the {@link https://cloud.google.com/vertex-ai/docs/reference/rest | Vertex AI\n * API}.\n *\n * The {@link GoogleGenAIOptions.vertexai} value determines which of the API\n * services to use.\n *\n * When using the Gemini API, a {@link GoogleGenAIOptions.apiKey} must also be\n * set. When using Vertex AI, currently only {@link GoogleGenAIOptions.apiKey}\n * is supported via Express mode. {@link GoogleGenAIOptions.project} and {@link\n * GoogleGenAIOptions.location} should not be set.\n *\n * @example\n * Initializing the SDK for using the Gemini API:\n * ```ts\n * import {GoogleGenAI} from '@google/genai';\n * const ai = new GoogleGenAI({apiKey: 'GEMINI_API_KEY'});\n * ```\n *\n * @example\n * Initializing the SDK for using the Vertex AI API:\n * ```ts\n * import {GoogleGenAI} from '@google/genai';\n * const ai = new GoogleGenAI({\n *   vertexai: true,\n *   project: 'PROJECT_ID',\n *   location: 'PROJECT_LOCATION'\n * });\n * ```\n *\n */\nexport class GoogleGenAI {\n  protected readonly apiClient: ApiClient;\n  private readonly apiKey?: string;\n  public readonly vertexai: boolean;\n  private readonly apiVersion?: string;\n  private readonly project?: string;\n  private readonly location?: string;\n  readonly models: Models;\n  readonly live: Live;\n  readonly chats: Chats;\n  readonly caches: Caches;\n  readonly files: Files;\n  readonly operations: Operations;\n  readonly tunings: Tunings;\n\n  constructor(options: GoogleGenAIOptions) {\n    this.vertexai = options.vertexai ?? false;\n\n    this.apiKey = options.apiKey;\n    this.project = options.project;\n    this.location = options.location;\n\n    const baseUrl = getBaseUrl(\n      options,\n      /*vertexBaseUrlFromEnv*/ undefined,\n      /*geminiBaseUrlFromEnv*/ undefined,\n    );\n    if (baseUrl) {\n      if (options.httpOptions) {\n        options.httpOptions.baseUrl = baseUrl;\n      } else {\n        options.httpOptions = {baseUrl: baseUrl};\n      }\n    }\n\n    this.apiVersion = options.apiVersion;\n    const auth = new WebAuth(this.apiKey);\n    this.apiClient = new ApiClient({\n      auth: auth,\n      apiVersion: this.apiVersion,\n      apiKey: this.apiKey,\n      vertexai: this.vertexai,\n      project: this.project,\n      location: this.location,\n      httpOptions: options.httpOptions,\n      userAgentExtra: LANGUAGE_LABEL_PREFIX + 'web',\n      uploader: new BrowserUploader(),\n      downloader: new BrowserDownloader(),\n    });\n    this.models = new Models(this.apiClient);\n    this.live = new Live(this.apiClient, auth, new BrowserWebSocketFactory());\n    this.chats = new Chats(this.models, this.apiClient);\n    this.caches = new Caches(this.apiClient);\n    this.files = new Files(this.apiClient);\n    this.operations = new Operations(this.apiClient);\n    this.tunings = new Tunings(this.apiClient);\n  }\n}\n"],"names":["types.Type","videoMetadataToMldev","common.getValueByPath","common.setValueByPath","blobToMldev","partToMldev","contentToMldev","functionDeclarationToMldev","intervalToMldev","googleSearchToMldev","dynamicRetrievalConfigToMldev","googleSearchRetrievalToMldev","urlContextToMldev","toolToMldev","functionCallingConfigToMldev","latLngToMldev","retrievalConfigToMldev","toolConfigToMldev","t.tContents","t.tContent","t.tCachesModel","t.tCachedContentName","videoMetadataToVertex","blobToVertex","partToVertex","contentToVertex","functionDeclarationToVertex","intervalToVertex","googleSearchToVertex","dynamicRetrievalConfigToVertex","googleSearchRetrievalToVertex","enterpriseWebSearchToVertex","apiKeyConfigToVertex","authConfigToVertex","googleMapsToVertex","toolToVertex","functionCallingConfigToVertex","latLngToVertex","retrievalConfigToVertex","toolConfigToVertex","converters.createCachedContentParametersToVertex","common.formatMap","converters.cachedContentFromVertex","converters.createCachedContentParametersToMldev","converters.cachedContentFromMldev","converters.getCachedContentParametersToVertex","converters.getCachedContentParametersToMldev","converters.deleteCachedContentParametersToVertex","converters.deleteCachedContentResponseFromVertex","types.DeleteCachedContentResponse","converters.deleteCachedContentParametersToMldev","converters.deleteCachedContentResponseFromMldev","converters.updateCachedContentParametersToVertex","converters.updateCachedContentParametersToMldev","converters.listCachedContentsParametersToVertex","converters.listCachedContentsResponseFromVertex","types.ListCachedContentsResponse","converters.listCachedContentsParametersToMldev","converters.listCachedContentsResponseFromMldev","t.tFileName","converters.fileFromMldev","converters.listFilesParametersToMldev","converters.listFilesResponseFromMldev","types.ListFilesResponse","converters.createFileParametersToMldev","converters.createFileResponseFromMldev","types.CreateFileResponse","converters.getFileParametersToMldev","converters.deleteFileParametersToMldev","converters.deleteFileResponseFromMldev","types.DeleteFileResponse","prebuiltVoiceConfigToMldev","prebuiltVoiceConfigToVertex","voiceConfigToMldev","voiceConfigToVertex","speakerVoiceConfigToMldev","multiSpeakerVoiceConfigToMldev","speechConfigToMldev","speechConfigToVertex","t.tLiveSpeechConfig","t.tTools","t.tTool","t.tModel","t.tBlobs","t.tAudioBlob","t.tImageBlob","videoMetadataFromMldev","videoMetadataFromVertex","blobFromMldev","blobFromVertex","partFromMldev","partFromVertex","contentFromMldev","contentFromVertex","urlMetadataFromMldev","urlContextMetadataFromMldev","t.tSchema","t.tSpeechConfig","t.tContentsForEmbed","t.tModelsUrl","t.tBytes","t.tExtractModels","videoFromMldev","generatedVideoFromMldev","generateVideosResponseFromMldev","generateVideosOperationFromMldev","videoFromVertex","generatedVideoFromVertex","generateVideosResponseFromVertex","generateVideosOperationFromVertex","handleWebSocketMessage","types.LiveMusicServerMessage","converters.liveMusicServerMessageFromMldev","mapToHeaders","headersToMap","converters.liveMusicClientSetupToMldev","converters.liveMusicClientMessageToMldev","converters.liveMusicSetWeightedPromptsParametersToMldev","converters.liveMusicClientContentToMldev","converters.liveMusicSetConfigParametersToMldev","types.LiveMusicPlaybackControl","types.LiveServerMessage","converters.liveServerMessageFromVertex","converters.liveServerMessageFromMldev","types.Modality","converters.liveConnectParametersToVertex","converters.liveConnectParametersToMldev","converters.liveSendRealtimeInputParametersToVertex","converters.liveSendRealtimeInputParametersToMldev","types.GenerateContentResponse","converters.generateContentParametersToVertex","converters.generateContentResponseFromVertex","converters.generateContentParametersToMldev","converters.generateContentResponseFromMldev","converters.embedContentParametersToVertex","converters.embedContentResponseFromVertex","types.EmbedContentResponse","converters.embedContentParametersToMldev","converters.embedContentResponseFromMldev","converters.generateImagesParametersToVertex","converters.generateImagesResponseFromVertex","types.GenerateImagesResponse","converters.generateImagesParametersToMldev","converters.generateImagesResponseFromMldev","converters.editImageParametersInternalToVertex","converters.editImageResponseFromVertex","types.EditImageResponse","converters.upscaleImageAPIParametersInternalToVertex","converters.upscaleImageResponseFromVertex","types.UpscaleImageResponse","converters.getModelParametersToVertex","converters.modelFromVertex","converters.getModelParametersToMldev","converters.modelFromMldev","converters.listModelsParametersToVertex","converters.listModelsResponseFromVertex","types.ListModelsResponse","converters.listModelsParametersToMldev","converters.listModelsResponseFromMldev","converters.updateModelParametersToVertex","converters.updateModelParametersToMldev","converte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\ No newline at end of file
diff --git a/dist/web/web.d.ts b/dist/web/web.d.ts
deleted file mode 100644
index c27ff1fc034001e751c6a995476013145c3ea42f..0000000000000000000000000000000000000000
--- a/dist/web/web.d.ts
+++ /dev/null
@@ -1,6394 +0,0 @@
-import { Client } from '@modelcontextprotocol/sdk/client/index.js';
-import { GoogleAuthOptions } from 'google-auth-library';
-
-/** Marks the end of user activity.
-
- This can only be sent if automatic (i.e. server-side) activity detection is
- disabled.
- */
-export declare interface ActivityEnd {
-}
-
-/** The different ways of handling user activity. */
-export declare enum ActivityHandling {
-    /**
-     * If unspecified, the default behavior is `START_OF_ACTIVITY_INTERRUPTS`.
-     */
-    ACTIVITY_HANDLING_UNSPECIFIED = "ACTIVITY_HANDLING_UNSPECIFIED",
-    /**
-     * If true, start of activity will interrupt the model's response (also called "barge in"). The model's current response will be cut-off in the moment of the interruption. This is the default behavior.
-     */
-    START_OF_ACTIVITY_INTERRUPTS = "START_OF_ACTIVITY_INTERRUPTS",
-    /**
-     * The model's response will not be interrupted.
-     */
-    NO_INTERRUPTION = "NO_INTERRUPTION"
-}
-
-/** Marks the start of user activity.
-
- This can only be sent if automatic (i.e. server-side) activity detection is
- disabled.
- */
-export declare interface ActivityStart {
-}
-
-/** Optional. Adapter size for tuning. */
-export declare enum AdapterSize {
-    /**
-     * Adapter size is unspecified.
-     */
-    ADAPTER_SIZE_UNSPECIFIED = "ADAPTER_SIZE_UNSPECIFIED",
-    /**
-     * Adapter size 1.
-     */
-    ADAPTER_SIZE_ONE = "ADAPTER_SIZE_ONE",
-    /**
-     * Adapter size 2.
-     */
-    ADAPTER_SIZE_TWO = "ADAPTER_SIZE_TWO",
-    /**
-     * Adapter size 4.
-     */
-    ADAPTER_SIZE_FOUR = "ADAPTER_SIZE_FOUR",
-    /**
-     * Adapter size 8.
-     */
-    ADAPTER_SIZE_EIGHT = "ADAPTER_SIZE_EIGHT",
-    /**
-     * Adapter size 16.
-     */
-    ADAPTER_SIZE_SIXTEEN = "ADAPTER_SIZE_SIXTEEN",
-    /**
-     * Adapter size 32.
-     */
-    ADAPTER_SIZE_THIRTY_TWO = "ADAPTER_SIZE_THIRTY_TWO"
-}
-
-/**
- * The ApiClient class is used to send requests to the Gemini API or Vertex AI
- * endpoints.
- */
-declare class ApiClient {
-    readonly clientOptions: ApiClientInitOptions;
-    constructor(opts: ApiClientInitOptions);
-    /**
-     * Determines the base URL for Vertex AI based on project and location.
-     * Uses the global endpoint if location is 'global' or if project/location
-     * are not specified (implying API key usage).
-     * @private
-     */
-    private baseUrlFromProjectLocation;
-    /**
-     * Normalizes authentication parameters for Vertex AI.
-     * If project and location are provided, API key is cleared.
-     * If project and location are not provided (implying API key usage),
-     * project and location are cleared.
-     * @private
-     */
-    private normalizeAuthParameters;
-    isVertexAI(): boolean;
-    getProject(): string | undefined;
-    getLocation(): string | undefined;
-    getApiVersion(): string;
-    getBaseUrl(): string;
-    getRequestUrl(): string;
-    getHeaders(): Record<string, string>;
-    private getRequestUrlInternal;
-    getBaseResourcePath(): string;
-    getApiKey(): string | undefined;
-    getWebsocketBaseUrl(): string;
-    setBaseUrl(url: string): void;
-    private constructUrl;
-    private shouldPrependVertexProjectPath;
-    request(request: HttpRequest): Promise<HttpResponse>;
-    private patchHttpOptions;
-    requestStream(request: HttpRequest): Promise<AsyncGenerator<HttpResponse>>;
-    private includeExtraHttpOptionsToRequestInit;
-    private unaryApiCall;
-    private streamApiCall;
-    processStreamResponse(response: Response): AsyncGenerator<HttpResponse>;
-    private apiCall;
-    getDefaultHeaders(): Record<string, string>;
-    private getHeadersInternal;
-    /**
-     * Uploads a file asynchronously using Gemini API only, this is not supported
-     * in Vertex AI.
-     *
-     * @param file The string path to the file to be uploaded or a Blob object.
-     * @param config Optional parameters specified in the `UploadFileConfig`
-     *     interface. @see {@link UploadFileConfig}
-     * @return A promise that resolves to a `File` object.
-     * @throws An error if called on a Vertex AI client.
-     * @throws An error if the `mimeType` is not provided and can not be inferred,
-     */
-    uploadFile(file: string | Blob, config?: UploadFileConfig): Promise<File_2>;
-    /**
-     * Downloads a file asynchronously to the specified path.
-     *
-     * @params params - The parameters for the download request, see {@link
-     * DownloadFileParameters}
-     */
-    downloadFile(params: DownloadFileParameters): Promise<void>;
-    private fetchUploadUrl;
-}
-
-/**
- * Options for initializing the ApiClient. The ApiClient uses the parameters
- * for authentication purposes as well as to infer if SDK should send the
- * request to Vertex AI or Gemini API.
- */
-declare interface ApiClientInitOptions {
-    /**
-     * The object used for adding authentication headers to API requests.
-     */
-    auth: Auth;
-    /**
-     * The uploader to use for uploading files. This field is required for
-     * creating a client, will be set through the Node_client or Web_client.
-     */
-    uploader: Uploader;
-    /**
-     * Optional. The downloader to use for downloading files. This field is
-     * required for creating a client, will be set through the Node_client or
-     * Web_client.
-     */
-    downloader: Downloader;
-    /**
-     * Optional. The Google Cloud project ID for Vertex AI users.
-     * It is not the numeric project name.
-     * If not provided, SDK will try to resolve it from runtime environment.
-     */
-    project?: string;
-    /**
-     * Optional. The Google Cloud project location for Vertex AI users.
-     * If not provided, SDK will try to resolve it from runtime environment.
-     */
-    location?: string;
-    /**
-     * The API Key. This is required for Gemini API users.
-     */
-    apiKey?: string;
-    /**
-     * Optional. Set to true if you intend to call Vertex AI endpoints.
-     * If unset, default SDK behavior is to call Gemini API.
-     */
-    vertexai?: boolean;
-    /**
-     * Optional. The API version for the endpoint.
-     * If unset, SDK will choose a default api version.
-     */
-    apiVersion?: string;
-    /**
-     * Optional. A set of customizable configuration for HTTP requests.
-     */
-    httpOptions?: HttpOptions;
-    /**
-     * Optional. An extra string to append at the end of the User-Agent header.
-     *
-     * This can be used to e.g specify the runtime and its version.
-     */
-    userAgentExtra?: string;
-}
-
-/** Config for authentication with API key. */
-export declare interface ApiKeyConfig {
-    /** The API key to be used in the request directly. */
-    apiKeyString?: string;
-}
-
-/** Representation of an audio chunk. */
-export declare interface AudioChunk {
-    /** Raw byets of audio data. */
-    data?: string;
-    /** MIME type of the audio chunk. */
-    mimeType?: string;
-    /** Prompts and config used for generating this audio chunk. */
-    sourceMetadata?: LiveMusicSourceMetadata;
-}
-
-/** The audio transcription configuration in Setup. */
-export declare interface AudioTranscriptionConfig {
-}
-
-/**
- * @license
- * Copyright 2025 Google LLC
- * SPDX-License-Identifier: Apache-2.0
- */
-/**
- * The Auth interface is used to authenticate with the API service.
- */
-declare interface Auth {
-    /**
-     * Sets the headers needed to authenticate with the API service.
-     *
-     * @param headers - The Headers object that will be updated with the authentication headers.
-     */
-    addAuthHeaders(headers: Headers): Promise<void>;
-}
-
-/** Auth configuration to run the extension. */
-export declare interface AuthConfig {
-    /** Config for API key auth. */
-    apiKeyConfig?: ApiKeyConfig;
-    /** Type of auth scheme. */
-    authType?: AuthType;
-    /** Config for Google Service Account auth. */
-    googleServiceAccountConfig?: AuthConfigGoogleServiceAccountConfig;
-    /** Config for HTTP Basic auth. */
-    httpBasicAuthConfig?: AuthConfigHttpBasicAuthConfig;
-    /** Config for user oauth. */
-    oauthConfig?: AuthConfigOauthConfig;
-    /** Config for user OIDC auth. */
-    oidcConfig?: AuthConfigOidcConfig;
-}
-
-/** Config for Google Service Account Authentication. */
-export declare interface AuthConfigGoogleServiceAccountConfig {
-    /** Optional. The service account that the extension execution service runs as. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified service account. - If not specified, the Vertex AI Extension Service Agent will be used to execute the Extension. */
-    serviceAccount?: string;
-}
-
-/** Config for HTTP Basic Authentication. */
-export declare interface AuthConfigHttpBasicAuthConfig {
-    /** Required. The name of the SecretManager secret version resource storing the base64 encoded credentials. Format: `projects/{project}/secrets/{secrete}/versions/{version}` - If specified, the `secretmanager.versions.access` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the specified resource. */
-    credentialSecret?: string;
-}
-
-/** Config for user oauth. */
-export declare interface AuthConfigOauthConfig {
-    /** Access token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time. */
-    accessToken?: string;
-    /** The service account used to generate access tokens for executing the Extension. - If the service account is specified, the `iam.serviceAccounts.getAccessToken` permission should be granted to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) on the provided service account. */
-    serviceAccount?: string;
-}
-
-/** Config for user OIDC auth. */
-export declare interface AuthConfigOidcConfig {
-    /** OpenID Connect formatted ID token for extension endpoint. Only used to propagate token from [[ExecuteExtensionRequest.runtime_auth_config]] at request time. */
-    idToken?: string;
-    /** The service account used to generate an OpenID Connect (OIDC)-compatible JWT token signed by the Google OIDC Provider (accounts.google.com) for extension endpoint (https://cloud.google.com/iam/docs/create-short-lived-credentials-direct#sa-credentials-oidc). - The audience for the token will be set to the URL in the server url defined in the OpenApi spec. - If the service account is provided, the service account should grant `iam.serviceAccounts.getOpenIdToken` permission to Vertex AI Extension Service Agent (https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents). */
-    serviceAccount?: string;
-}
-
-/** Type of auth scheme. */
-export declare enum AuthType {
-    AUTH_TYPE_UNSPECIFIED = "AUTH_TYPE_UNSPECIFIED",
-    /**
-     * No Auth.
-     */
-    NO_AUTH = "NO_AUTH",
-    /**
-     * API Key Auth.
-     */
-    API_KEY_AUTH = "API_KEY_AUTH",
-    /**
-     * HTTP Basic Auth.
-     */
-    HTTP_BASIC_AUTH = "HTTP_BASIC_AUTH",
-    /**
-     * Google Service Account Auth.
-     */
-    GOOGLE_SERVICE_ACCOUNT_AUTH = "GOOGLE_SERVICE_ACCOUNT_AUTH",
-    /**
-     * OAuth auth.
-     */
-    OAUTH = "OAUTH",
-    /**
-     * OpenID Connect (OIDC) Auth.
-     */
-    OIDC_AUTH = "OIDC_AUTH"
-}
-
-/** Configures automatic detection of activity. */
-export declare interface AutomaticActivityDetection {
-    /** If enabled, detected voice and text input count as activity. If disabled, the client must send activity signals. */
-    disabled?: boolean;
-    /** Determines how likely speech is to be detected. */
-    startOfSpeechSensitivity?: StartSensitivity;
-    /** Determines how likely detected speech is ended. */
-    endOfSpeechSensitivity?: EndSensitivity;
-    /** The required duration of detected speech before start-of-speech is committed. The lower this value the more sensitive the start-of-speech detection is and the shorter speech can be recognized. However, this also increases the probability of false positives. */
-    prefixPaddingMs?: number;
-    /** The required duration of detected non-speech (e.g. silence) before end-of-speech is committed. The larger this value, the longer speech gaps can be without interrupting the user's activity but this will increase the model's latency. */
-    silenceDurationMs?: number;
-}
-
-/** The configuration for automatic function calling. */
-export declare interface AutomaticFunctionCallingConfig {
-    /** Whether to disable automatic function calling.
-     If not set or set to False, will enable automatic function calling.
-     If set to True, will disable automatic function calling.
-     */
-    disable?: boolean;
-    /** If automatic function calling is enabled,
-     maximum number of remote calls for automatic function calling.
-     This number should be a positive integer.
-     If not set, SDK will set maximum number of remote calls to 10.
-     */
-    maximumRemoteCalls?: number;
-    /** If automatic function calling is enabled,
-     whether to ignore call history to the response.
-     If not set, SDK will set ignore_call_history to false,
-     and will append the call history to
-     GenerateContentResponse.automatic_function_calling_history.
-     */
-    ignoreCallHistory?: boolean;
-}
-
-/**
- * @license
- * Copyright 2025 Google LLC
- * SPDX-License-Identifier: Apache-2.0
- */
-declare class BaseModule {
-}
-
-/**
- * Parameters for setting the base URLs for the Gemini API and Vertex AI API.
- */
-export declare interface BaseUrlParameters {
-    geminiUrl?: string;
-    vertexUrl?: string;
-}
-
-/** Defines the function behavior. Defaults to `BLOCKING`. */
-export declare enum Behavior {
-    /**
-     * This value is unused.
-     */
-    UNSPECIFIED = "UNSPECIFIED",
-    /**
-     * If set, the system will wait to receive the function response before continuing the conversation.
-     */
-    BLOCKING = "BLOCKING",
-    /**
-     * If set, the system will not wait to receive the function response. Instead, it will attempt to handle function responses as they become available while maintaining the conversation between the user and the model.
-     */
-    NON_BLOCKING = "NON_BLOCKING"
-}
-
-/** Content blob. */
-declare interface Blob_2 {
-    /** Optional. Display name of the blob. Used to provide a label or filename to distinguish blobs. This field is not currently used in the Gemini GenerateContent calls. */
-    displayName?: string;
-    /** Required. Raw bytes. */
-    data?: string;
-    /** Required. The IANA standard MIME type of the source data. */
-    mimeType?: string;
-}
-export { Blob_2 as Blob }
-
-export declare type BlobImageUnion = Blob_2;
-
-/** Output only. Blocked reason. */
-export declare enum BlockedReason {
-    /**
-     * Unspecified blocked reason.
-     */
-    BLOCKED_REASON_UNSPECIFIED = "BLOCKED_REASON_UNSPECIFIED",
-    /**
-     * Candidates blocked due to safety.
-     */
-    SAFETY = "SAFETY",
-    /**
-     * Candidates blocked due to other reason.
-     */
-    OTHER = "OTHER",
-    /**
-     * Candidates blocked due to the terms which are included from the terminology blocklist.
-     */
-    BLOCKLIST = "BLOCKLIST",
-    /**
-     * Candidates blocked due to prohibited content.
-     */
-    PROHIBITED_CONTENT = "PROHIBITED_CONTENT"
-}
-
-/** A resource used in LLM queries for users to explicitly specify what to cache. */
-export declare interface CachedContent {
-    /** The server-generated resource name of the cached content. */
-    name?: string;
-    /** The user-generated meaningful display name of the cached content. */
-    displayName?: string;
-    /** The name of the publisher model to use for cached content. */
-    model?: string;
-    /** Creation time of the cache entry. */
-    createTime?: string;
-    /** When the cache entry was last updated in UTC time. */
-    updateTime?: string;
-    /** Expiration time of the cached content. */
-    expireTime?: string;
-    /** Metadata on the usage of the cached content. */
-    usageMetadata?: CachedContentUsageMetadata;
-}
-
-/** Metadata on the usage of the cached content. */
-export declare interface CachedContentUsageMetadata {
-    /** Duration of audio in seconds. */
-    audioDurationSeconds?: number;
-    /** Number of images. */
-    imageCount?: number;
-    /** Number of text characters. */
-    textCount?: number;
-    /** Total number of tokens that the cached content consumes. */
-    totalTokenCount?: number;
-    /** Duration of video in seconds. */
-    videoDurationSeconds?: number;
-}
-
-export declare class Caches extends BaseModule {
-    private readonly apiClient;
-    constructor(apiClient: ApiClient);
-    /**
-     * Lists cached content configurations.
-     *
-     * @param params - The parameters for the list request.
-     * @return The paginated results of the list of cached contents.
-     *
-     * @example
-     * ```ts
-     * const cachedContents = await ai.caches.list({config: {'pageSize': 2}});
-     * for (const cachedContent of cachedContents) {
-     *   console.log(cachedContent);
-     * }
-     * ```
-     */
-    list: (params?: types.ListCachedContentsParameters) => Promise<Pager<types.CachedContent>>;
-    /**
-     * Creates a cached contents resource.
-     *
-     * @remarks
-     * Context caching is only supported for specific models. See [Gemini
-     * Developer API reference](https://ai.google.dev/gemini-api/docs/caching?lang=node/context-cac)
-     * and [Vertex AI reference](https://cloud.google.com/vertex-ai/generative-ai/docs/context-cache/context-cache-overview#supported_models)
-     * for more information.
-     *
-     * @param params - The parameters for the create request.
-     * @return The created cached content.
-     *
-     * @example
-     * ```ts
-     * const contents = ...; // Initialize the content to cache.
-     * const response = await ai.caches.create({
-     *   model: 'gemini-2.0-flash-001',
-     *   config: {
-     *    'contents': contents,
-     *    'displayName': 'test cache',
-     *    'systemInstruction': 'What is the sum of the two pdfs?',
-     *    'ttl': '86400s',
-     *  }
-     * });
-     * ```
-     */
-    create(params: types.CreateCachedContentParameters): Promise<types.CachedContent>;
-    /**
-     * Gets cached content configurations.
-     *
-     * @param params - The parameters for the get request.
-     * @return The cached content.
-     *
-     * @example
-     * ```ts
-     * await ai.caches.get({name: '...'}); // The server-generated resource name.
-     * ```
-     */
-    get(params: types.GetCachedContentParameters): Promise<types.CachedContent>;
-    /**
-     * Deletes cached content.
-     *
-     * @param params - The parameters for the delete request.
-     * @return The empty response returned by the API.
-     *
-     * @example
-     * ```ts
-     * await ai.caches.delete({name: '...'}); // The server-generated resource name.
-     * ```
-     */
-    delete(params: types.DeleteCachedContentParameters): Promise<types.DeleteCachedContentResponse>;
-    /**
-     * Updates cached content configurations.
-     *
-     * @param params - The parameters for the update request.
-     * @return The updated cached content.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.caches.update({
-     *   name: '...',  // The server-generated resource name.
-     *   config: {'ttl': '7600s'}
-     * });
-     * ```
-     */
-    update(params: types.UpdateCachedContentParameters): Promise<types.CachedContent>;
-    private listInternal;
-}
-
-/**
- * CallableTool is an invokable tool that can be executed with external
- * application (e.g., via Model Context Protocol) or local functions with
- * function calling.
- */
-export declare interface CallableTool {
-    /**
-     * Returns tool that can be called by Gemini.
-     */
-    tool(): Promise<Tool>;
-    /**
-     * Executes the callable tool with the given function call arguments and
-     * returns the response parts from the tool execution.
-     */
-    callTool(functionCalls: FunctionCall[]): Promise<Part[]>;
-}
-
-/**
- * CallableToolConfig is the configuration for a callable tool.
- */
-export declare interface CallableToolConfig {
-    /**
-     * Specifies the model's behavior after invoking this tool.
-     */
-    behavior?: Behavior;
-}
-
-/** A response candidate generated from the model. */
-export declare interface Candidate {
-    /** Contains the multi-part content of the response.
-     */
-    content?: Content;
-    /** Source attribution of the generated content.
-     */
-    citationMetadata?: CitationMetadata;
-    /** Describes the reason the model stopped generating tokens.
-     */
-    finishMessage?: string;
-    /** Number of tokens for this candidate.
-     */
-    tokenCount?: number;
-    /** The reason why the model stopped generating tokens.
-     If empty, the model has not stopped generating the tokens.
-     */
-    finishReason?: FinishReason;
-    /** Metadata related to url context retrieval tool. */
-    urlContextMetadata?: UrlContextMetadata;
-    /** Output only. Average log probability score of the candidate. */
-    avgLogprobs?: number;
-    /** Output only. Metadata specifies sources used to ground generated content. */
-    groundingMetadata?: GroundingMetadata;
-    /** Output only. Index of the candidate. */
-    index?: number;
-    /** Output only. Log-likelihood scores for the response tokens and top tokens */
-    logprobsResult?: LogprobsResult;
-    /** Output only. List of ratings for the safety of a response candidate. There is at most one rating per category. */
-    safetyRatings?: SafetyRating[];
-}
-
-/**
- * Chat session that enables sending messages to the model with previous
- * conversation context.
- *
- * @remarks
- * The session maintains all the turns between user and model.
- */
-export declare class Chat {
-    private readonly apiClient;
-    private readonly modelsModule;
-    private readonly model;
-    private readonly config;
-    private history;
-    private sendPromise;
-    constructor(apiClient: ApiClient, modelsModule: Models, model: string, config?: types.GenerateContentConfig, history?: types.Content[]);
-    /**
-     * Sends a message to the model and returns the response.
-     *
-     * @remarks
-     * This method will wait for the previous message to be processed before
-     * sending the next message.
-     *
-     * @see {@link Chat#sendMessageStream} for streaming method.
-     * @param params - parameters for sending messages within a chat session.
-     * @returns The model's response.
-     *
-     * @example
-     * ```ts
-     * const chat = ai.chats.create({model: 'gemini-2.0-flash'});
-     * const response = await chat.sendMessage({
-     *   message: 'Why is the sky blue?'
-     * });
-     * console.log(response.text);
-     * ```
-     */
-    sendMessage(params: types.SendMessageParameters): Promise<types.GenerateContentResponse>;
-    /**
-     * Sends a message to the model and returns the response in chunks.
-     *
-     * @remarks
-     * This method will wait for the previous message to be processed before
-     * sending the next message.
-     *
-     * @see {@link Chat#sendMessage} for non-streaming method.
-     * @param params - parameters for sending the message.
-     * @return The model's response.
-     *
-     * @example
-     * ```ts
-     * const chat = ai.chats.create({model: 'gemini-2.0-flash'});
-     * const response = await chat.sendMessageStream({
-     *   message: 'Why is the sky blue?'
-     * });
-     * for await (const chunk of response) {
-     *   console.log(chunk.text);
-     * }
-     * ```
-     */
-    sendMessageStream(params: types.SendMessageParameters): Promise<AsyncGenerator<types.GenerateContentResponse>>;
-    /**
-     * Returns the chat history.
-     *
-     * @remarks
-     * The history is a list of contents alternating between user and model.
-     *
-     * There are two types of history:
-     * - The `curated history` contains only the valid turns between user and
-     * model, which will be included in the subsequent requests sent to the model.
-     * - The `comprehensive history` contains all turns, including invalid or
-     *   empty model outputs, providing a complete record of the history.
-     *
-     * The history is updated after receiving the response from the model,
-     * for streaming response, it means receiving the last chunk of the response.
-     *
-     * The `comprehensive history` is returned by default. To get the `curated
-     * history`, set the `curated` parameter to `true`.
-     *
-     * @param curated - whether to return the curated history or the comprehensive
-     *     history.
-     * @return History contents alternating between user and model for the entire
-     *     chat session.
-     */
-    getHistory(curated?: boolean): types.Content[];
-    private processStreamResponse;
-    private recordHistory;
-}
-
-/**
- * A utility class to create a chat session.
- */
-export declare class Chats {
-    private readonly modelsModule;
-    private readonly apiClient;
-    constructor(modelsModule: Models, apiClient: ApiClient);
-    /**
-     * Creates a new chat session.
-     *
-     * @remarks
-     * The config in the params will be used for all requests within the chat
-     * session unless overridden by a per-request `config` in
-     * @see {@link types.SendMessageParameters#config}.
-     *
-     * @param params - Parameters for creating a chat session.
-     * @returns A new chat session.
-     *
-     * @example
-     * ```ts
-     * const chat = ai.chats.create({
-     *   model: 'gemini-2.0-flash'
-     *   config: {
-     *     temperature: 0.5,
-     *     maxOutputTokens: 1024,
-     *   }
-     * });
-     * ```
-     */
-    create(params: types.CreateChatParameters): Chat;
-}
-
-/** Describes the machine learning model version checkpoint. */
-export declare interface Checkpoint {
-    /** The ID of the checkpoint.
-     */
-    checkpointId?: string;
-    /** The epoch of the checkpoint.
-     */
-    epoch?: string;
-    /** The step of the checkpoint.
-     */
-    step?: string;
-}
-
-/** Source attributions for content. */
-export declare interface Citation {
-    /** Output only. End index into the content. */
-    endIndex?: number;
-    /** Output only. License of the attribution. */
-    license?: string;
-    /** Output only. Publication date of the attribution. */
-    publicationDate?: GoogleTypeDate;
-    /** Output only. Start index into the content. */
-    startIndex?: number;
-    /** Output only. Title of the attribution. */
-    title?: string;
-    /** Output only. Url reference of the attribution. */
-    uri?: string;
-}
-
-/** Citation information when the model quotes another source. */
-export declare interface CitationMetadata {
-    /** Contains citation information when the model directly quotes, at
-     length, from another source. Can include traditional websites and code
-     repositories.
-     */
-    citations?: Citation[];
-}
-
-/** Result of executing the [ExecutableCode]. Always follows a `part` containing the [ExecutableCode]. */
-export declare interface CodeExecutionResult {
-    /** Required. Outcome of the code execution. */
-    outcome?: Outcome;
-    /** Optional. Contains stdout when code execution is successful, stderr or other description otherwise. */
-    output?: string;
-}
-
-/** Optional parameters for computing tokens. */
-export declare interface ComputeTokensConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Parameters for computing tokens. */
-export declare interface ComputeTokensParameters {
-    /** ID of the model to use. For a list of models, see `Google models
-     <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */
-    model: string;
-    /** Input content. */
-    contents: ContentListUnion;
-    /** Optional parameters for the request.
-     */
-    config?: ComputeTokensConfig;
-}
-
-/** Response for computing tokens. */
-export declare class ComputeTokensResponse {
-    /** Lists of tokens info from the input. A ComputeTokensRequest could have multiple instances with a prompt in each instance. We also need to return lists of tokens info for the request with multiple instances. */
-    tokensInfo?: TokensInfo[];
-}
-
-/** Contains the multi-part content of a message. */
-export declare interface Content {
-    /** List of parts that constitute a single message. Each part may have
-     a different IANA MIME type. */
-    parts?: Part[];
-    /** Optional. The producer of the content. Must be either 'user' or
-     'model'. Useful to set for multi-turn conversations, otherwise can be
-     empty. If role is not specified, SDK will determine the role. */
-    role?: string;
-}
-
-/** The embedding generated from an input content. */
-export declare interface ContentEmbedding {
-    /** A list of floats representing an embedding.
-     */
-    values?: number[];
-    /** Vertex API only. Statistics of the input text associated with this
-     embedding.
-     */
-    statistics?: ContentEmbeddingStatistics;
-}
-
-/** Statistics of the input text associated with the result of content embedding. */
-export declare interface ContentEmbeddingStatistics {
-    /** Vertex API only. If the input text was truncated due to having
-     a length longer than the allowed maximum input.
-     */
-    truncated?: boolean;
-    /** Vertex API only. Number of tokens of the input text.
-     */
-    tokenCount?: number;
-}
-
-export declare type ContentListUnion = Content | Content[] | PartUnion | PartUnion[];
-
-export declare type ContentUnion = Content | PartUnion[] | PartUnion;
-
-/** Enables context window compression -- mechanism managing model context window so it does not exceed given length. */
-export declare interface ContextWindowCompressionConfig {
-    /** Number of tokens (before running turn) that triggers context window compression mechanism. */
-    triggerTokens?: string;
-    /** Sliding window compression mechanism. */
-    slidingWindow?: SlidingWindow;
-}
-
-/** Configuration for a Control reference image. */
-export declare interface ControlReferenceConfig {
-    /** The type of control reference image to use. */
-    controlType?: ControlReferenceType;
-    /** Defaults to False. When set to True, the control image will be
-     computed by the model based on the control type. When set to False,
-     the control image must be provided by the user. */
-    enableControlImageComputation?: boolean;
-}
-
-/** A control reference image.
-
- The image of the control reference image is either a control image provided
- by the user, or a regular image which the backend will use to generate a
- control image of. In the case of the latter, the
- enable_control_image_computation field in the config should be set to True.
-
- A control image is an image that represents a sketch image of areas for the
- model to fill in based on the prompt.
- */
-export declare class ControlReferenceImage {
-    /** The reference image for the editing operation. */
-    referenceImage?: Image_2;
-    /** The id of the reference image. */
-    referenceId?: number;
-    /** The type of the reference image. Only set by the SDK. */
-    referenceType?: string;
-    /** Configuration for the control reference image. */
-    config?: ControlReferenceConfig;
-    /** Internal method to convert to ReferenceImageAPIInternal. */
-    toReferenceImageAPI(): any;
-}
-
-/** Enum representing the control type of a control reference image. */
-export declare enum ControlReferenceType {
-    CONTROL_TYPE_DEFAULT = "CONTROL_TYPE_DEFAULT",
-    CONTROL_TYPE_CANNY = "CONTROL_TYPE_CANNY",
-    CONTROL_TYPE_SCRIBBLE = "CONTROL_TYPE_SCRIBBLE",
-    CONTROL_TYPE_FACE_MESH = "CONTROL_TYPE_FACE_MESH"
-}
-
-/** Config for the count_tokens method. */
-export declare interface CountTokensConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** Instructions for the model to steer it toward better performance.
-     */
-    systemInstruction?: ContentUnion;
-    /** Code that enables the system to interact with external systems to
-     perform an action outside of the knowledge and scope of the model.
-     */
-    tools?: Tool[];
-    /** Configuration that the model uses to generate the response. Not
-     supported by the Gemini Developer API.
-     */
-    generationConfig?: GenerationConfig;
-}
-
-/** Parameters for counting tokens. */
-export declare interface CountTokensParameters {
-    /** ID of the model to use. For a list of models, see `Google models
-     <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */
-    model: string;
-    /** Input content. */
-    contents: ContentListUnion;
-    /** Configuration for counting tokens. */
-    config?: CountTokensConfig;
-}
-
-/** Response for counting tokens. */
-export declare class CountTokensResponse {
-    /** Total number of tokens. */
-    totalTokens?: number;
-    /** Number of tokens in the cached part of the prompt (the cached content). */
-    cachedContentTokenCount?: number;
-}
-
-/** Optional parameters. */
-export declare interface CreateAuthTokenConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** An optional time after which, when using the resulting token,
-     messages in Live API sessions will be rejected. (Gemini may
-     preemptively close the session after this time.)
-
-     If not set then this defaults to 30 minutes in the future. If set, this
-     value must be less than 20 hours in the future. */
-    expireTime?: string;
-    /** The time after which new Live API sessions using the token
-     resulting from this request will be rejected.
-
-     If not set this defaults to 60 seconds in the future. If set, this value
-     must be less than 20 hours in the future. */
-    newSessionExpireTime?: string;
-    /** The number of times the token can be used. If this value is zero
-     then no limit is applied. Default is 1. Resuming a Live API session does
-     not count as a use. */
-    uses?: number;
-    /** Configuration specific to Live API connections created using this token. */
-    liveEphemeralParameters?: LiveEphemeralParameters;
-    /** Additional fields to lock in the effective LiveConnectParameters. */
-    lockAdditionalFields?: string[];
-}
-
-/** Optional configuration for cached content creation. */
-export declare interface CreateCachedContentConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by 's'. Example: "3.5s". */
-    ttl?: string;
-    /** Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z. */
-    expireTime?: string;
-    /** The user-generated meaningful display name of the cached content.
-     */
-    displayName?: string;
-    /** The content to cache.
-     */
-    contents?: ContentListUnion;
-    /** Developer set system instruction.
-     */
-    systemInstruction?: ContentUnion;
-    /** A list of `Tools` the model may use to generate the next response.
-     */
-    tools?: Tool[];
-    /** Configuration for the tools to use. This config is shared for all tools.
-     */
-    toolConfig?: ToolConfig;
-    /** The Cloud KMS resource identifier of the customer managed
-     encryption key used to protect a resource.
-     The key needs to be in the same region as where the compute resource is
-     created. See
-     https://cloud.google.com/vertex-ai/docs/general/cmek for more
-     details. If this is set, then all created CachedContent objects
-     will be encrypted with the provided encryption key.
-     Allowed formats: projects/{project}/locations/{location}/keyRings/{key_ring}/cryptoKeys/{crypto_key}
-     */
-    kmsKeyName?: string;
-}
-
-/** Parameters for caches.create method. */
-export declare interface CreateCachedContentParameters {
-    /** ID of the model to use. Example: gemini-2.0-flash */
-    model: string;
-    /** Configuration that contains optional parameters.
-     */
-    config?: CreateCachedContentConfig;
-}
-
-/** Parameters for initializing a new chat session.
-
- These parameters are used when creating a chat session with the
- `chats.create()` method.
- */
-export declare interface CreateChatParameters {
-    /** The name of the model to use for the chat session.
-
-     For example: 'gemini-2.0-flash', 'gemini-2.0-flash-lite', etc. See Gemini API
-     docs to find the available models.
-     */
-    model: string;
-    /** Config for the entire chat session.
-
-     This config applies to all requests within the session
-     unless overridden by a per-request `config` in `SendMessageParameters`.
-     */
-    config?: GenerateContentConfig;
-    /** The initial conversation history for the chat session.
-
-     This allows you to start the chat with a pre-existing history. The history
-     must be a list of `Content` alternating between 'user' and 'model' roles.
-     It should start with a 'user' message.
-     */
-    history?: Content[];
-}
-
-/** Used to override the default configuration. */
-export declare interface CreateFileConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Generates the parameters for the private _create method. */
-export declare interface CreateFileParameters {
-    /** The file to be uploaded.
-     mime_type: (Required) The MIME type of the file. Must be provided.
-     name: (Optional) The name of the file in the destination (e.g.
-     'files/sample-image').
-     display_name: (Optional) The display name of the file.
-     */
-    file: File_2;
-    /** Used to override the default configuration. */
-    config?: CreateFileConfig;
-}
-
-/** Response for the create file method. */
-export declare class CreateFileResponse {
-    /** Used to retain the full HTTP response. */
-    sdkHttpResponse?: HttpResponse;
-}
-
-/**
- * Creates a `Content` object with a model role from a `PartListUnion` object or `string`.
- */
-export declare function createModelContent(partOrString: PartListUnion | string): Content;
-
-/**
- * Creates a `Part` object from a `base64` encoded `string`.
- */
-export declare function createPartFromBase64(data: string, mimeType: string): Part;
-
-/**
- * Creates a `Part` object from the `outcome` and `output` of a `CodeExecutionResult` object.
- */
-export declare function createPartFromCodeExecutionResult(outcome: Outcome, output: string): Part;
-
-/**
- * Creates a `Part` object from the `code` and `language` of an `ExecutableCode` object.
- */
-export declare function createPartFromExecutableCode(code: string, language: Language): Part;
-
-/**
- * Creates a `Part` object from a `FunctionCall` object.
- */
-export declare function createPartFromFunctionCall(name: string, args: Record<string, unknown>): Part;
-
-/**
- * Creates a `Part` object from a `FunctionResponse` object.
- */
-export declare function createPartFromFunctionResponse(id: string, name: string, response: Record<string, unknown>): Part;
-
-/**
- * Creates a `Part` object from a `text` string.
- */
-export declare function createPartFromText(text: string): Part;
-
-/**
- * Creates a `Part` object from a `URI` string.
- */
-export declare function createPartFromUri(uri: string, mimeType: string): Part;
-
-/** Supervised fine-tuning job creation request - optional fields. */
-export declare interface CreateTuningJobConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */
-    validationDataset?: TuningValidationDataset;
-    /** The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters. */
-    tunedModelDisplayName?: string;
-    /** The description of the TuningJob */
-    description?: string;
-    /** Number of complete passes the model makes over the entire training dataset during training. */
-    epochCount?: number;
-    /** Multiplier for adjusting the default learning rate. */
-    learningRateMultiplier?: number;
-    /** If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. Otherwise, enable intermediate checkpoints for SFT. */
-    exportLastCheckpointOnly?: boolean;
-    /** Adapter size for tuning. */
-    adapterSize?: AdapterSize;
-    /** The batch size hyperparameter for tuning. If not set, a default of 4 or 16 will be used based on the number of training examples. */
-    batchSize?: number;
-    /** The learning rate hyperparameter for tuning. If not set, a default of 0.001 or 0.0002 will be calculated based on the number of training examples. */
-    learningRate?: number;
-}
-
-/** Supervised fine-tuning job creation parameters - optional fields. */
-export declare interface CreateTuningJobParameters {
-    /** The base model that is being tuned, e.g., "gemini-1.0-pro-002". */
-    baseModel: string;
-    /** Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */
-    trainingDataset: TuningDataset;
-    /** Configuration for the tuning job. */
-    config?: CreateTuningJobConfig;
-}
-
-/**
- * Creates a `Content` object with a user role from a `PartListUnion` object or `string`.
- */
-export declare function createUserContent(partOrString: PartListUnion | string): Content;
-
-/** Distribution computed over a tuning dataset. */
-export declare interface DatasetDistribution {
-    /** Output only. Defines the histogram bucket. */
-    buckets?: DatasetDistributionDistributionBucket[];
-    /** Output only. The maximum of the population values. */
-    max?: number;
-    /** Output only. The arithmetic mean of the values in the population. */
-    mean?: number;
-    /** Output only. The median of the values in the population. */
-    median?: number;
-    /** Output only. The minimum of the population values. */
-    min?: number;
-    /** Output only. The 5th percentile of the values in the population. */
-    p5?: number;
-    /** Output only. The 95th percentile of the values in the population. */
-    p95?: number;
-    /** Output only. Sum of a given population of values. */
-    sum?: number;
-}
-
-/** Dataset bucket used to create a histogram for the distribution given a population of values. */
-export declare interface DatasetDistributionDistributionBucket {
-    /** Output only. Number of values in the bucket. */
-    count?: string;
-    /** Output only. Left bound of the bucket. */
-    left?: number;
-    /** Output only. Right bound of the bucket. */
-    right?: number;
-}
-
-/** Statistics computed over a tuning dataset. */
-export declare interface DatasetStats {
-    /** Output only. Number of billable characters in the tuning dataset. */
-    totalBillableCharacterCount?: string;
-    /** Output only. Number of tuning characters in the tuning dataset. */
-    totalTuningCharacterCount?: string;
-    /** Output only. Number of examples in the tuning dataset. */
-    tuningDatasetExampleCount?: string;
-    /** Output only. Number of tuning steps for this Tuning Job. */
-    tuningStepCount?: string;
-    /** Output only. Sample user messages in the training dataset uri. */
-    userDatasetExamples?: Content[];
-    /** Output only. Dataset distributions for the user input tokens. */
-    userInputTokenDistribution?: DatasetDistribution;
-    /** Output only. Dataset distributions for the messages per example. */
-    userMessagePerExampleDistribution?: DatasetDistribution;
-    /** Output only. Dataset distributions for the user output tokens. */
-    userOutputTokenDistribution?: DatasetDistribution;
-}
-
-/** Optional parameters for caches.delete method. */
-export declare interface DeleteCachedContentConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Parameters for caches.delete method. */
-export declare interface DeleteCachedContentParameters {
-    /** The server-generated resource name of the cached content.
-     */
-    name: string;
-    /** Optional parameters for the request.
-     */
-    config?: DeleteCachedContentConfig;
-}
-
-/** Empty response for caches.delete method. */
-export declare class DeleteCachedContentResponse {
-}
-
-/** Used to override the default configuration. */
-export declare interface DeleteFileConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Generates the parameters for the get method. */
-export declare interface DeleteFileParameters {
-    /** The name identifier for the file to be deleted. */
-    name: string;
-    /** Used to override the default configuration. */
-    config?: DeleteFileConfig;
-}
-
-/** Response for the delete file method. */
-export declare class DeleteFileResponse {
-}
-
-/** Configuration for deleting a tuned model. */
-export declare interface DeleteModelConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Parameters for deleting a tuned model. */
-export declare interface DeleteModelParameters {
-    model: string;
-    /** Optional parameters for the request. */
-    config?: DeleteModelConfig;
-}
-
-export declare class DeleteModelResponse {
-}
-
-/** Statistics computed for datasets used for distillation. */
-export declare interface DistillationDataStats {
-    /** Output only. Statistics computed for the training dataset. */
-    trainingDatasetStats?: DatasetStats;
-}
-
-/** Hyperparameters for Distillation. */
-export declare interface DistillationHyperParameters {
-    /** Optional. Adapter size for distillation. */
-    adapterSize?: AdapterSize;
-    /** Optional. Number of complete passes the model makes over the entire training dataset during training. */
-    epochCount?: string;
-    /** Optional. Multiplier for adjusting the default learning rate. */
-    learningRateMultiplier?: number;
-}
-
-/** Tuning Spec for Distillation. */
-export declare interface DistillationSpec {
-    /** The base teacher model that is being distilled, e.g., "gemini-1.0-pro-002". */
-    baseTeacherModel?: string;
-    /** Optional. Hyperparameters for Distillation. */
-    hyperParameters?: DistillationHyperParameters;
-    /** Required. A path in a Cloud Storage bucket, which will be treated as the root output directory of the distillation pipeline. It is used by the system to generate the paths of output artifacts. */
-    pipelineRootDirectory?: string;
-    /** The student model that is being tuned, e.g., "google/gemma-2b-1.1-it". */
-    studentModel?: string;
-    /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */
-    trainingDatasetUri?: string;
-    /** The resource name of the Tuned teacher model. Format: `projects/{project}/locations/{location}/models/{model}`. */
-    tunedTeacherModelSource?: string;
-    /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */
-    validationDatasetUri?: string;
-}
-
-export declare type DownloadableFileUnion = string | File_2 | GeneratedVideo | Video;
-
-declare interface Downloader {
-    /**
-     * Downloads a file to the given location.
-     *
-     * @param params The parameters for downloading the file.
-     * @param apiClient The ApiClient to use for uploading.
-     * @return A Promises that resolves when the download is complete.
-     */
-    download(params: DownloadFileParameters, apiClient: ApiClient): Promise<void>;
-}
-
-/** Used to override the default configuration. */
-export declare interface DownloadFileConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Parameters used to download a file. */
-export declare interface DownloadFileParameters {
-    /** The file to download. It can be a file name, a file object or a generated video. */
-    file: DownloadableFileUnion;
-    /** Location where the file should be downloaded to. */
-    downloadPath: string;
-    /** Configuration to for the download operation. */
-    config?: DownloadFileConfig;
-}
-
-/** Describes the options to customize dynamic retrieval. */
-export declare interface DynamicRetrievalConfig {
-    /** The mode of the predictor to be used in dynamic retrieval. */
-    mode?: DynamicRetrievalConfigMode;
-    /** Optional. The threshold to be used in dynamic retrieval. If not set, a system default value is used. */
-    dynamicThreshold?: number;
-}
-
-/** Config for the dynamic retrieval config mode. */
-export declare enum DynamicRetrievalConfigMode {
-    /**
-     * Always trigger retrieval.
-     */
-    MODE_UNSPECIFIED = "MODE_UNSPECIFIED",
-    /**
-     * Run retrieval only when system decides it is necessary.
-     */
-    MODE_DYNAMIC = "MODE_DYNAMIC"
-}
-
-/** Configuration for editing an image. */
-export declare interface EditImageConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** Cloud Storage URI used to store the generated images.
-     */
-    outputGcsUri?: string;
-    /** Description of what to discourage in the generated images.
-     */
-    negativePrompt?: string;
-    /** Number of images to generate.
-     */
-    numberOfImages?: number;
-    /** Aspect ratio of the generated images.
-     */
-    aspectRatio?: string;
-    /** Controls how much the model adheres to the text prompt. Large
-     values increase output and prompt alignment, but may compromise image
-     quality.
-     */
-    guidanceScale?: number;
-    /** Random seed for image generation. This is not available when
-     ``add_watermark`` is set to true.
-     */
-    seed?: number;
-    /** Filter level for safety filtering.
-     */
-    safetyFilterLevel?: SafetyFilterLevel;
-    /** Allows generation of people by the model.
-     */
-    personGeneration?: PersonGeneration;
-    /** Whether to report the safety scores of each generated image and
-     the positive prompt in the response.
-     */
-    includeSafetyAttributes?: boolean;
-    /** Whether to include the Responsible AI filter reason if the image
-     is filtered out of the response.
-     */
-    includeRaiReason?: boolean;
-    /** Language of the text in the prompt.
-     */
-    language?: ImagePromptLanguage;
-    /** MIME type of the generated image.
-     */
-    outputMimeType?: string;
-    /** Compression quality of the generated image (for ``image/jpeg``
-     only).
-     */
-    outputCompressionQuality?: number;
-    /** Describes the editing mode for the request. */
-    editMode?: EditMode;
-    /** The number of sampling steps. A higher value has better image
-     quality, while a lower value has better latency. */
-    baseSteps?: number;
-}
-
-/** Parameters for the request to edit an image. */
-export declare interface EditImageParameters {
-    /** The model to use. */
-    model: string;
-    /** A text description of the edit to apply to the image. */
-    prompt: string;
-    /** The reference images for Imagen 3 editing. */
-    referenceImages: ReferenceImage[];
-    /** Configuration for editing. */
-    config?: EditImageConfig;
-}
-
-/** Response for the request to edit an image. */
-export declare class EditImageResponse {
-    /** Generated images. */
-    generatedImages?: GeneratedImage[];
-}
-
-/** Enum representing the Imagen 3 Edit mode. */
-export declare enum EditMode {
-    EDIT_MODE_DEFAULT = "EDIT_MODE_DEFAULT",
-    EDIT_MODE_INPAINT_REMOVAL = "EDIT_MODE_INPAINT_REMOVAL",
-    EDIT_MODE_INPAINT_INSERTION = "EDIT_MODE_INPAINT_INSERTION",
-    EDIT_MODE_OUTPAINT = "EDIT_MODE_OUTPAINT",
-    EDIT_MODE_CONTROLLED_EDITING = "EDIT_MODE_CONTROLLED_EDITING",
-    EDIT_MODE_STYLE = "EDIT_MODE_STYLE",
-    EDIT_MODE_BGSWAP = "EDIT_MODE_BGSWAP",
-    EDIT_MODE_PRODUCT_IMAGE = "EDIT_MODE_PRODUCT_IMAGE"
-}
-
-/** Optional parameters for the embed_content method. */
-export declare interface EmbedContentConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** Type of task for which the embedding will be used.
-     */
-    taskType?: string;
-    /** Title for the text. Only applicable when TaskType is
-     `RETRIEVAL_DOCUMENT`.
-     */
-    title?: string;
-    /** Reduced dimension for the output embedding. If set,
-     excessive values in the output embedding are truncated from the end.
-     Supported by newer models since 2024 only. You cannot set this value if
-     using the earlier model (`models/embedding-001`).
-     */
-    outputDimensionality?: number;
-    /** Vertex API only. The MIME type of the input.
-     */
-    mimeType?: string;
-    /** Vertex API only. Whether to silently truncate inputs longer than
-     the max sequence length. If this option is set to false, oversized inputs
-     will lead to an INVALID_ARGUMENT error, similar to other text APIs.
-     */
-    autoTruncate?: boolean;
-}
-
-/** Request-level metadata for the Vertex Embed Content API. */
-export declare interface EmbedContentMetadata {
-    /** Vertex API only. The total number of billable characters included
-     in the request.
-     */
-    billableCharacterCount?: number;
-}
-
-/** Parameters for the embed_content method. */
-export declare interface EmbedContentParameters {
-    /** ID of the model to use. For a list of models, see `Google models
-     <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */
-    model: string;
-    /** The content to embed. Only the `parts.text` fields will be counted.
-     */
-    contents: ContentListUnion;
-    /** Configuration that contains optional parameters.
-     */
-    config?: EmbedContentConfig;
-}
-
-/** Response for the embed_content method. */
-export declare class EmbedContentResponse {
-    /** The embeddings for each request, in the same order as provided in
-     the batch request.
-     */
-    embeddings?: ContentEmbedding[];
-    /** Vertex API only. Metadata about the request.
-     */
-    metadata?: EmbedContentMetadata;
-}
-
-/** Represents a customer-managed encryption key spec that can be applied to a top-level resource. */
-export declare interface EncryptionSpec {
-    /** Required. The Cloud KMS resource identifier of the customer managed encryption key used to protect a resource. Has the form: `projects/my-project/locations/my-region/keyRings/my-kr/cryptoKeys/my-key`. The key needs to be in the same region as where the compute resource is created. */
-    kmsKeyName?: string;
-}
-
-/** An endpoint where you deploy models. */
-export declare interface Endpoint {
-    /** Resource name of the endpoint. */
-    name?: string;
-    /** ID of the model that's deployed to the endpoint. */
-    deployedModelId?: string;
-}
-
-/** End of speech sensitivity. */
-export declare enum EndSensitivity {
-    /**
-     * The default is END_SENSITIVITY_LOW.
-     */
-    END_SENSITIVITY_UNSPECIFIED = "END_SENSITIVITY_UNSPECIFIED",
-    /**
-     * Automatic detection ends speech more often.
-     */
-    END_SENSITIVITY_HIGH = "END_SENSITIVITY_HIGH",
-    /**
-     * Automatic detection ends speech less often.
-     */
-    END_SENSITIVITY_LOW = "END_SENSITIVITY_LOW"
-}
-
-/** Tool to search public web data, powered by Vertex AI Search and Sec4 compliance. */
-export declare interface EnterpriseWebSearch {
-}
-
-/** Code generated by the model that is meant to be executed, and the result returned to the model. Generated when using the [FunctionDeclaration] tool and [FunctionCallingConfig] mode is set to [Mode.CODE]. */
-export declare interface ExecutableCode {
-    /** Required. The code to be executed. */
-    code?: string;
-    /** Required. Programming language of the `code`. */
-    language?: Language;
-}
-
-/** Options for feature selection preference. */
-export declare enum FeatureSelectionPreference {
-    FEATURE_SELECTION_PREFERENCE_UNSPECIFIED = "FEATURE_SELECTION_PREFERENCE_UNSPECIFIED",
-    PRIORITIZE_QUALITY = "PRIORITIZE_QUALITY",
-    BALANCED = "BALANCED",
-    PRIORITIZE_COST = "PRIORITIZE_COST"
-}
-
-export declare interface FetchPredictOperationConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Parameters for the fetchPredictOperation method. */
-export declare interface FetchPredictOperationParameters {
-    /** The server-assigned name for the operation. */
-    operationName: string;
-    resourceName: string;
-    /** Used to override the default configuration. */
-    config?: FetchPredictOperationConfig;
-}
-
-/** A file uploaded to the API. */
-declare interface File_2 {
-    /** The `File` resource name. The ID (name excluding the "files/" prefix) can contain up to 40 characters that are lowercase alphanumeric or dashes (-). The ID cannot start or end with a dash. If the name is empty on create, a unique name will be generated. Example: `files/123-456` */
-    name?: string;
-    /** Optional. The human-readable display name for the `File`. The display name must be no more than 512 characters in length, including spaces. Example: 'Welcome Image' */
-    displayName?: string;
-    /** Output only. MIME type of the file. */
-    mimeType?: string;
-    /** Output only. Size of the file in bytes. */
-    sizeBytes?: string;
-    /** Output only. The timestamp of when the `File` was created. */
-    createTime?: string;
-    /** Output only. The timestamp of when the `File` will be deleted. Only set if the `File` is scheduled to expire. */
-    expirationTime?: string;
-    /** Output only. The timestamp of when the `File` was last updated. */
-    updateTime?: string;
-    /** Output only. SHA-256 hash of the uploaded bytes. The hash value is encoded in base64 format. */
-    sha256Hash?: string;
-    /** Output only. The URI of the `File`. */
-    uri?: string;
-    /** Output only. The URI of the `File`, only set for downloadable (generated) files. */
-    downloadUri?: string;
-    /** Output only. Processing state of the File. */
-    state?: FileState;
-    /** Output only. The source of the `File`. */
-    source?: FileSource;
-    /** Output only. Metadata for a video. */
-    videoMetadata?: Record<string, unknown>;
-    /** Output only. Error status if File processing failed. */
-    error?: FileStatus;
-}
-export { File_2 as File }
-
-/** URI based data. */
-export declare interface FileData {
-    /** Required. URI. */
-    fileUri?: string;
-    /** Required. The IANA standard MIME type of the source data. */
-    mimeType?: string;
-}
-
-export declare class Files extends BaseModule {
-    private readonly apiClient;
-    constructor(apiClient: ApiClient);
-    /**
-     * Lists all current project files from the service.
-     *
-     * @param params - The parameters for the list request
-     * @return The paginated results of the list of files
-     *
-     * @example
-     * The following code prints the names of all files from the service, the
-     * size of each page is 10.
-     *
-     * ```ts
-     * const listResponse = await ai.files.list({config: {'pageSize': 10}});
-     * for await (const file of listResponse) {
-     *   console.log(file.name);
-     * }
-     * ```
-     */
-    list: (params?: types.ListFilesParameters) => Promise<Pager<types.File>>;
-    /**
-     * Uploads a file asynchronously to the Gemini API.
-     * This method is not available in Vertex AI.
-     * Supported upload sources:
-     * - Node.js: File path (string) or Blob object.
-     * - Browser: Blob object (e.g., File).
-     *
-     * @remarks
-     * The `mimeType` can be specified in the `config` parameter. If omitted:
-     *  - For file path (string) inputs, the `mimeType` will be inferred from the
-     *     file extension.
-     *  - For Blob object inputs, the `mimeType` will be set to the Blob's `type`
-     *     property.
-     * Somex eamples for file extension to mimeType mapping:
-     * .txt -> text/plain
-     * .json -> application/json
-     * .jpg  -> image/jpeg
-     * .png -> image/png
-     * .mp3 -> audio/mpeg
-     * .mp4 -> video/mp4
-     *
-     * This section can contain multiple paragraphs and code examples.
-     *
-     * @param params - Optional parameters specified in the
-     *        `types.UploadFileParameters` interface.
-     *         @see {@link types.UploadFileParameters#config} for the optional
-     *         config in the parameters.
-     * @return A promise that resolves to a `types.File` object.
-     * @throws An error if called on a Vertex AI client.
-     * @throws An error if the `mimeType` is not provided and can not be inferred,
-     * the `mimeType` can be provided in the `params.config` parameter.
-     * @throws An error occurs if a suitable upload location cannot be established.
-     *
-     * @example
-     * The following code uploads a file to Gemini API.
-     *
-     * ```ts
-     * const file = await ai.files.upload({file: 'file.txt', config: {
-     *   mimeType: 'text/plain',
-     * }});
-     * console.log(file.name);
-     * ```
-     */
-    upload(params: types.UploadFileParameters): Promise<types.File>;
-    /**
-     * Downloads a remotely stored file asynchronously to a location specified in
-     * the `params` object. This method only works on Node environment, to
-     * download files in the browser, use a browser compliant method like an <a>
-     * tag.
-     *
-     * @param params - The parameters for the download request.
-     *
-     * @example
-     * The following code downloads an example file named "files/mehozpxf877d" as
-     * "file.txt".
-     *
-     * ```ts
-     * await ai.files.download({file: file.name, downloadPath: 'file.txt'});
-     * ```
-     */
-    download(params: types.DownloadFileParameters): Promise<void>;
-    private listInternal;
-    private createInternal;
-    /**
-     * Retrieves the file information from the service.
-     *
-     * @param params - The parameters for the get request
-     * @return The Promise that resolves to the types.File object requested.
-     *
-     * @example
-     * ```ts
-     * const config: GetFileParameters = {
-     *   name: fileName,
-     * };
-     * file = await ai.files.get(config);
-     * console.log(file.name);
-     * ```
-     */
-    get(params: types.GetFileParameters): Promise<types.File>;
-    /**
-     * Deletes a remotely stored file.
-     *
-     * @param params - The parameters for the delete request.
-     * @return The DeleteFileResponse, the response for the delete method.
-     *
-     * @example
-     * The following code deletes an example file named "files/mehozpxf877d".
-     *
-     * ```ts
-     * await ai.files.delete({name: file.name});
-     * ```
-     */
-    delete(params: types.DeleteFileParameters): Promise<types.DeleteFileResponse>;
-}
-
-/** Source of the File. */
-export declare enum FileSource {
-    SOURCE_UNSPECIFIED = "SOURCE_UNSPECIFIED",
-    UPLOADED = "UPLOADED",
-    GENERATED = "GENERATED"
-}
-
-/**
- * Represents the size and mimeType of a file. The information is used to
- * request the upload URL from the https://generativelanguage.googleapis.com/upload/v1beta/files endpoint.
- * This interface defines the structure for constructing and executing HTTP
- * requests.
- */
-declare interface FileStat {
-    /**
-     * The size of the file in bytes.
-     */
-    size: number;
-    /**
-     * The MIME type of the file.
-     */
-    type: string | undefined;
-}
-
-/** State for the lifecycle of a File. */
-export declare enum FileState {
-    STATE_UNSPECIFIED = "STATE_UNSPECIFIED",
-    PROCESSING = "PROCESSING",
-    ACTIVE = "ACTIVE",
-    FAILED = "FAILED"
-}
-
-/** Status of a File that uses a common error model. */
-export declare interface FileStatus {
-    /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */
-    details?: Record<string, unknown>[];
-    /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */
-    message?: string;
-    /** The status code. 0 for OK, 1 for CANCELLED */
-    code?: number;
-}
-
-/** Output only. The reason why the model stopped generating tokens.
-
- If empty, the model has not stopped generating the tokens.
- */
-export declare enum FinishReason {
-    /**
-     * The finish reason is unspecified.
-     */
-    FINISH_REASON_UNSPECIFIED = "FINISH_REASON_UNSPECIFIED",
-    /**
-     * Token generation reached a natural stopping point or a configured stop sequence.
-     */
-    STOP = "STOP",
-    /**
-     * Token generation reached the configured maximum output tokens.
-     */
-    MAX_TOKENS = "MAX_TOKENS",
-    /**
-     * Token generation stopped because the content potentially contains safety violations. NOTE: When streaming, [content][] is empty if content filters blocks the output.
-     */
-    SAFETY = "SAFETY",
-    /**
-     * The token generation stopped because of potential recitation.
-     */
-    RECITATION = "RECITATION",
-    /**
-     * The token generation stopped because of using an unsupported language.
-     */
-    LANGUAGE = "LANGUAGE",
-    /**
-     * All other reasons that stopped the token generation.
-     */
-    OTHER = "OTHER",
-    /**
-     * Token generation stopped because the content contains forbidden terms.
-     */
-    BLOCKLIST = "BLOCKLIST",
-    /**
-     * Token generation stopped for potentially containing prohibited content.
-     */
-    PROHIBITED_CONTENT = "PROHIBITED_CONTENT",
-    /**
-     * Token generation stopped because the content potentially contains Sensitive Personally Identifiable Information (SPII).
-     */
-    SPII = "SPII",
-    /**
-     * The function call generated by the model is invalid.
-     */
-    MALFORMED_FUNCTION_CALL = "MALFORMED_FUNCTION_CALL",
-    /**
-     * Token generation stopped because generated images have safety violations.
-     */
-    IMAGE_SAFETY = "IMAGE_SAFETY"
-}
-
-/** A function call. */
-export declare interface FunctionCall {
-    /** The unique id of the function call. If populated, the client to execute the
-     `function_call` and return the response with the matching `id`. */
-    id?: string;
-    /** Optional. Required. The function parameters and values in JSON object format. See [FunctionDeclaration.parameters] for parameter details. */
-    args?: Record<string, unknown>;
-    /** Required. The name of the function to call. Matches [FunctionDeclaration.name]. */
-    name?: string;
-}
-
-/** Function calling config. */
-export declare interface FunctionCallingConfig {
-    /** Optional. Function calling mode. */
-    mode?: FunctionCallingConfigMode;
-    /** Optional. Function names to call. Only set when the Mode is ANY. Function names should match [FunctionDeclaration.name]. With mode set to ANY, model will predict a function call from the set of function names provided. */
-    allowedFunctionNames?: string[];
-}
-
-/** Config for the function calling config mode. */
-export declare enum FunctionCallingConfigMode {
-    /**
-     * The function calling config mode is unspecified. Should not be used.
-     */
-    MODE_UNSPECIFIED = "MODE_UNSPECIFIED",
-    /**
-     * Default model behavior, model decides to predict either function calls or natural language response.
-     */
-    AUTO = "AUTO",
-    /**
-     * Model is constrained to always predicting function calls only. If "allowed_function_names" are set, the predicted function calls will be limited to any one of "allowed_function_names", else the predicted function calls will be any one of the provided "function_declarations".
-     */
-    ANY = "ANY",
-    /**
-     * Model will not predict any function calls. Model behavior is same as when not passing any function declarations.
-     */
-    NONE = "NONE"
-}
-
-/** Defines a function that the model can generate JSON inputs for.
-
- The inputs are based on `OpenAPI 3.0 specifications
- <https://spec.openapis.org/oas/v3.0.3>`_.
- */
-export declare interface FunctionDeclaration {
-    /** Defines the function behavior. */
-    behavior?: Behavior;
-    /** Optional. Description and purpose of the function. Model uses it to decide how and whether to call the function. */
-    description?: string;
-    /** Required. The name of the function to call. Must start with a letter or an underscore. Must be a-z, A-Z, 0-9, or contain underscores, dots and dashes, with a maximum length of 64. */
-    name?: string;
-    /** Optional. Describes the parameters to this function in JSON Schema Object format. Reflects the Open API 3.03 Parameter Object. string Key: the name of the parameter. Parameter names are case sensitive. Schema Value: the Schema defining the type used for the parameter. For function with no parameters, this can be left unset. Parameter names must start with a letter or an underscore and must only contain chars a-z, A-Z, 0-9, or underscores with a maximum length of 64. Example with 1 required and 1 optional parameter: type: OBJECT properties: param1: type: STRING param2: type: INTEGER required: - param1 */
-    parameters?: Schema;
-    /** Optional. Describes the output from this function in JSON Schema format. Reflects the Open API 3.03 Response Object. The Schema defines the type used for the response value of the function. */
-    response?: Schema;
-}
-
-/** A function response. */
-export declare class FunctionResponse {
-    /** Signals that function call continues, and more responses will be returned, turning the function call into a generator. Is only applicable to NON_BLOCKING function calls (see FunctionDeclaration.behavior for details), ignored otherwise. If false, the default, future responses will not be considered. Is only applicable to NON_BLOCKING function calls, is ignored otherwise. If set to false, future responses will not be considered. It is allowed to return empty `response` with `will_continue=False` to signal that the function call is finished. */
-    willContinue?: boolean;
-    /** Specifies how the response should be scheduled in the conversation. Only applicable to NON_BLOCKING function calls, is ignored otherwise. Defaults to WHEN_IDLE. */
-    scheduling?: FunctionResponseScheduling;
-    /** Optional. The id of the function call this response is for. Populated by the client to match the corresponding function call `id`. */
-    id?: string;
-    /** Required. The name of the function to call. Matches [FunctionDeclaration.name] and [FunctionCall.name]. */
-    name?: string;
-    /** Required. The function response in JSON object format. Use "output" key to specify function output and "error" key to specify error details (if any). If "output" and "error" keys are not specified, then whole "response" is treated as function output. */
-    response?: Record<string, unknown>;
-}
-
-/** Specifies how the response should be scheduled in the conversation. */
-export declare enum FunctionResponseScheduling {
-    /**
-     * This value is unused.
-     */
-    SCHEDULING_UNSPECIFIED = "SCHEDULING_UNSPECIFIED",
-    /**
-     * Only add the result to the conversation context, do not interrupt or trigger generation.
-     */
-    SILENT = "SILENT",
-    /**
-     * Add the result to the conversation context, and prompt to generate output without interrupting ongoing generation.
-     */
-    WHEN_IDLE = "WHEN_IDLE",
-    /**
-     * Add the result to the conversation context, interrupt ongoing generation and prompt to generate output.
-     */
-    INTERRUPT = "INTERRUPT"
-}
-
-/** Optional model configuration parameters.
-
- For more information, see `Content generation parameters
- <https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/content-generation-parameters>`_.
- */
-export declare interface GenerateContentConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** Instructions for the model to steer it toward better performance.
-     For example, "Answer as concisely as possible" or "Don't use technical
-     terms in your response".
-     */
-    systemInstruction?: ContentUnion;
-    /** Value that controls the degree of randomness in token selection.
-     Lower temperatures are good for prompts that require a less open-ended or
-     creative response, while higher temperatures can lead to more diverse or
-     creative results.
-     */
-    temperature?: number;
-    /** Tokens are selected from the most to least probable until the sum
-     of their probabilities equals this value. Use a lower value for less
-     random responses and a higher value for more random responses.
-     */
-    topP?: number;
-    /** For each token selection step, the ``top_k`` tokens with the
-     highest probabilities are sampled. Then tokens are further filtered based
-     on ``top_p`` with the final token selected using temperature sampling. Use
-     a lower number for less random responses and a higher number for more
-     random responses.
-     */
-    topK?: number;
-    /** Number of response variations to return.
-     */
-    candidateCount?: number;
-    /** Maximum number of tokens that can be generated in the response.
-     */
-    maxOutputTokens?: number;
-    /** List of strings that tells the model to stop generating text if one
-     of the strings is encountered in the response.
-     */
-    stopSequences?: string[];
-    /** Whether to return the log probabilities of the tokens that were
-     chosen by the model at each step.
-     */
-    responseLogprobs?: boolean;
-    /** Number of top candidate tokens to return the log probabilities for
-     at each generation step.
-     */
-    logprobs?: number;
-    /** Positive values penalize tokens that already appear in the
-     generated text, increasing the probability of generating more diverse
-     content.
-     */
-    presencePenalty?: number;
-    /** Positive values penalize tokens that repeatedly appear in the
-     generated text, increasing the probability of generating more diverse
-     content.
-     */
-    frequencyPenalty?: number;
-    /** When ``seed`` is fixed to a specific number, the model makes a best
-     effort to provide the same response for repeated requests. By default, a
-     random number is used.
-     */
-    seed?: number;
-    /** Output response mimetype of the generated candidate text.
-     Supported mimetype:
-     - `text/plain`: (default) Text output.
-     - `application/json`: JSON response in the candidates.
-     The model needs to be prompted to output the appropriate response type,
-     otherwise the behavior is undefined.
-     This is a preview feature.
-     */
-    responseMimeType?: string;
-    /** The `Schema` object allows the definition of input and output data types.
-     These types can be objects, but also primitives and arrays.
-     Represents a select subset of an [OpenAPI 3.0 schema
-     object](https://spec.openapis.org/oas/v3.0.3#schema).
-     If set, a compatible response_mime_type must also be set.
-     Compatible mimetypes: `application/json`: Schema for JSON response.
-     */
-    responseSchema?: SchemaUnion;
-    /** Configuration for model router requests.
-     */
-    routingConfig?: GenerationConfigRoutingConfig;
-    /** Configuration for model selection.
-     */
-    modelSelectionConfig?: ModelSelectionConfig;
-    /** Safety settings in the request to block unsafe content in the
-     response.
-     */
-    safetySettings?: SafetySetting[];
-    /** Code that enables the system to interact with external systems to
-     perform an action outside of the knowledge and scope of the model.
-     */
-    tools?: ToolListUnion;
-    /** Associates model output to a specific function call.
-     */
-    toolConfig?: ToolConfig;
-    /** Labels with user-defined metadata to break down billed charges. */
-    labels?: Record<string, string>;
-    /** Resource name of a context cache that can be used in subsequent
-     requests.
-     */
-    cachedContent?: string;
-    /** The requested modalities of the response. Represents the set of
-     modalities that the model can return.
-     */
-    responseModalities?: string[];
-    /** If specified, the media resolution specified will be used.
-     */
-    mediaResolution?: MediaResolution;
-    /** The speech generation configuration.
-     */
-    speechConfig?: SpeechConfigUnion;
-    /** If enabled, audio timestamp will be included in the request to the
-     model.
-     */
-    audioTimestamp?: boolean;
-    /** The configuration for automatic function calling.
-     */
-    automaticFunctionCalling?: AutomaticFunctionCallingConfig;
-    /** The thinking features configuration.
-     */
-    thinkingConfig?: ThinkingConfig;
-}
-
-/** Config for models.generate_content parameters. */
-export declare interface GenerateContentParameters {
-    /** ID of the model to use. For a list of models, see `Google models
-     <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */
-    model: string;
-    /** Content of the request.
-     */
-    contents: ContentListUnion;
-    /** Configuration that contains optional model parameters.
-     */
-    config?: GenerateContentConfig;
-}
-
-/** Response message for PredictionService.GenerateContent. */
-export declare class GenerateContentResponse {
-    /** Response variations returned by the model.
-     */
-    candidates?: Candidate[];
-    /** Timestamp when the request is made to the server.
-     */
-    createTime?: string;
-    /** Identifier for each response.
-     */
-    responseId?: string;
-    /** The history of automatic function calling.
-     */
-    automaticFunctionCallingHistory?: Content[];
-    /** Output only. The model version used to generate the response. */
-    modelVersion?: string;
-    /** Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations. */
-    promptFeedback?: GenerateContentResponsePromptFeedback;
-    /** Usage metadata about the response(s). */
-    usageMetadata?: GenerateContentResponseUsageMetadata;
-    /**
-     * Returns the concatenation of all text parts from the first candidate in the response.
-     *
-     * @remarks
-     * If there are multiple candidates in the response, the text from the first
-     * one will be returned.
-     * If there are non-text parts in the response, the concatenation of all text
-     * parts will be returned, and a warning will be logged.
-     * If there are thought parts in the response, the concatenation of all text
-     * parts excluding the thought parts will be returned.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.generateContent({
-     *   model: 'gemini-2.0-flash',
-     *   contents:
-     *     'Why is the sky blue?',
-     * });
-     *
-     * console.debug(response.text);
-     * ```
-     */
-    get text(): string | undefined;
-    /**
-     * Returns the concatenation of all inline data parts from the first candidate
-     * in the response.
-     *
-     * @remarks
-     * If there are multiple candidates in the response, the inline data from the
-     * first one will be returned. If there are non-inline data parts in the
-     * response, the concatenation of all inline data parts will be returned, and
-     * a warning will be logged.
-     */
-    get data(): string | undefined;
-    /**
-     * Returns the function calls from the first candidate in the response.
-     *
-     * @remarks
-     * If there are multiple candidates in the response, the function calls from
-     * the first one will be returned.
-     * If there are no function calls in the response, undefined will be returned.
-     *
-     * @example
-     * ```ts
-     * const controlLightFunctionDeclaration: FunctionDeclaration = {
-     *   name: 'controlLight',
-     *   parameters: {
-     *   type: Type.OBJECT,
-     *   description: 'Set the brightness and color temperature of a room light.',
-     *   properties: {
-     *     brightness: {
-     *       type: Type.NUMBER,
-     *       description:
-     *         'Light level from 0 to 100. Zero is off and 100 is full brightness.',
-     *     },
-     *     colorTemperature: {
-     *       type: Type.STRING,
-     *       description:
-     *         'Color temperature of the light fixture which can be `daylight`, `cool` or `warm`.',
-     *     },
-     *   },
-     *   required: ['brightness', 'colorTemperature'],
-     *  };
-     *  const response = await ai.models.generateContent({
-     *     model: 'gemini-2.0-flash',
-     *     contents: 'Dim the lights so the room feels cozy and warm.',
-     *     config: {
-     *       tools: [{functionDeclarations: [controlLightFunctionDeclaration]}],
-     *       toolConfig: {
-     *         functionCallingConfig: {
-     *           mode: FunctionCallingConfigMode.ANY,
-     *           allowedFunctionNames: ['controlLight'],
-     *         },
-     *       },
-     *     },
-     *   });
-     *  console.debug(JSON.stringify(response.functionCalls));
-     * ```
-     */
-    get functionCalls(): FunctionCall[] | undefined;
-    /**
-     * Returns the first executable code from the first candidate in the response.
-     *
-     * @remarks
-     * If there are multiple candidates in the response, the executable code from
-     * the first one will be returned.
-     * If there are no executable code in the response, undefined will be
-     * returned.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.generateContent({
-     *   model: 'gemini-2.0-flash',
-     *   contents:
-     *     'What is the sum of the first 50 prime numbers? Generate and run code for the calculation, and make sure you get all 50.'
-     *   config: {
-     *     tools: [{codeExecution: {}}],
-     *   },
-     * });
-     *
-     * console.debug(response.executableCode);
-     * ```
-     */
-    get executableCode(): string | undefined;
-    /**
-     * Returns the first code execution result from the first candidate in the response.
-     *
-     * @remarks
-     * If there are multiple candidates in the response, the code execution result from
-     * the first one will be returned.
-     * If there are no code execution result in the response, undefined will be returned.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.generateContent({
-     *   model: 'gemini-2.0-flash',
-     *   contents:
-     *     'What is the sum of the first 50 prime numbers? Generate and run code for the calculation, and make sure you get all 50.'
-     *   config: {
-     *     tools: [{codeExecution: {}}],
-     *   },
-     * });
-     *
-     * console.debug(response.codeExecutionResult);
-     * ```
-     */
-    get codeExecutionResult(): string | undefined;
-}
-
-/** Content filter results for a prompt sent in the request. */
-export declare class GenerateContentResponsePromptFeedback {
-    /** Output only. Blocked reason. */
-    blockReason?: BlockedReason;
-    /** Output only. A readable block reason message. */
-    blockReasonMessage?: string;
-    /** Output only. Safety ratings. */
-    safetyRatings?: SafetyRating[];
-}
-
-/** Usage metadata about response(s). */
-export declare class GenerateContentResponseUsageMetadata {
-    /** Output only. List of modalities of the cached content in the request input. */
-    cacheTokensDetails?: ModalityTokenCount[];
-    /** Output only. Number of tokens in the cached part in the input (the cached content). */
-    cachedContentTokenCount?: number;
-    /** Number of tokens in the response(s). */
-    candidatesTokenCount?: number;
-    /** Output only. List of modalities that were returned in the response. */
-    candidatesTokensDetails?: ModalityTokenCount[];
-    /** Number of tokens in the request. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content. */
-    promptTokenCount?: number;
-    /** Output only. List of modalities that were processed in the request input. */
-    promptTokensDetails?: ModalityTokenCount[];
-    /** Output only. Number of tokens present in thoughts output. */
-    thoughtsTokenCount?: number;
-    /** Output only. Number of tokens present in tool-use prompt(s). */
-    toolUsePromptTokenCount?: number;
-    /** Output only. List of modalities that were processed for tool-use request inputs. */
-    toolUsePromptTokensDetails?: ModalityTokenCount[];
-    /** Total token count for prompt, response candidates, and tool-use prompts (if present). */
-    totalTokenCount?: number;
-    /** Output only. Traffic type. This shows whether a request consumes Pay-As-You-Go or Provisioned Throughput quota. */
-    trafficType?: TrafficType;
-}
-
-/** An output image. */
-export declare interface GeneratedImage {
-    /** The output image data.
-     */
-    image?: Image_2;
-    /** Responsible AI filter reason if the image is filtered out of the
-     response.
-     */
-    raiFilteredReason?: string;
-    /** Safety attributes of the image. Lists of RAI categories and their
-     scores of each content.
-     */
-    safetyAttributes?: SafetyAttributes;
-    /** The rewritten prompt used for the image generation if the prompt
-     enhancer is enabled.
-     */
-    enhancedPrompt?: string;
-}
-
-/** A generated video. */
-export declare interface GeneratedVideo {
-    /** The output video */
-    video?: Video;
-}
-
-/** The config for generating an images. */
-export declare interface GenerateImagesConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** Cloud Storage URI used to store the generated images.
-     */
-    outputGcsUri?: string;
-    /** Description of what to discourage in the generated images.
-     */
-    negativePrompt?: string;
-    /** Number of images to generate.
-     */
-    numberOfImages?: number;
-    /** Aspect ratio of the generated images.
-     */
-    aspectRatio?: string;
-    /** Controls how much the model adheres to the text prompt. Large
-     values increase output and prompt alignment, but may compromise image
-     quality.
-     */
-    guidanceScale?: number;
-    /** Random seed for image generation. This is not available when
-     ``add_watermark`` is set to true.
-     */
-    seed?: number;
-    /** Filter level for safety filtering.
-     */
-    safetyFilterLevel?: SafetyFilterLevel;
-    /** Allows generation of people by the model.
-     */
-    personGeneration?: PersonGeneration;
-    /** Whether to report the safety scores of each generated image and
-     the positive prompt in the response.
-     */
-    includeSafetyAttributes?: boolean;
-    /** Whether to include the Responsible AI filter reason if the image
-     is filtered out of the response.
-     */
-    includeRaiReason?: boolean;
-    /** Language of the text in the prompt.
-     */
-    language?: ImagePromptLanguage;
-    /** MIME type of the generated image.
-     */
-    outputMimeType?: string;
-    /** Compression quality of the generated image (for ``image/jpeg``
-     only).
-     */
-    outputCompressionQuality?: number;
-    /** Whether to add a watermark to the generated images.
-     */
-    addWatermark?: boolean;
-    /** Whether to use the prompt rewriting logic.
-     */
-    enhancePrompt?: boolean;
-}
-
-/** The parameters for generating images. */
-export declare interface GenerateImagesParameters {
-    /** ID of the model to use. For a list of models, see `Google models
-     <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */
-    model: string;
-    /** Text prompt that typically describes the images to output.
-     */
-    prompt: string;
-    /** Configuration for generating images.
-     */
-    config?: GenerateImagesConfig;
-}
-
-/** The output images response. */
-export declare class GenerateImagesResponse {
-    /** List of generated images.
-     */
-    generatedImages?: GeneratedImage[];
-    /** Safety attributes of the positive prompt. Only populated if
-     ``include_safety_attributes`` is set to True.
-     */
-    positivePromptSafetyAttributes?: SafetyAttributes;
-}
-
-/** Configuration for generating videos. */
-export declare interface GenerateVideosConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** Number of output videos. */
-    numberOfVideos?: number;
-    /** The gcs bucket where to save the generated videos. */
-    outputGcsUri?: string;
-    /** Frames per second for video generation. */
-    fps?: number;
-    /** Duration of the clip for video generation in seconds. */
-    durationSeconds?: number;
-    /** The RNG seed. If RNG seed is exactly same for each request with unchanged inputs, the prediction results will be consistent. Otherwise, a random RNG seed will be used each time to produce a different result. */
-    seed?: number;
-    /** The aspect ratio for the generated video. 16:9 (landscape) and 9:16 (portrait) are supported. */
-    aspectRatio?: string;
-    /** The resolution for the generated video. 1280x720, 1920x1080 are supported. */
-    resolution?: string;
-    /** Whether allow to generate person videos, and restrict to specific ages. Supported values are: dont_allow, allow_adult. */
-    personGeneration?: string;
-    /** The pubsub topic where to publish the video generation progress. */
-    pubsubTopic?: string;
-    /** Optional field in addition to the text content. Negative prompts can be explicitly stated here to help generate the video. */
-    negativePrompt?: string;
-    /** Whether to use the prompt rewriting logic. */
-    enhancePrompt?: boolean;
-}
-
-/** A video generation operation. */
-export declare interface GenerateVideosOperation {
-    /** The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`. */
-    name?: string;
-    /** Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any. */
-    metadata?: Record<string, unknown>;
-    /** If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available. */
-    done?: boolean;
-    /** The error result of the operation in case of failure or cancellation. */
-    error?: Record<string, unknown>;
-    /** The generated videos. */
-    response?: GenerateVideosResponse;
-}
-
-/** Class that represents the parameters for generating an image. */
-export declare interface GenerateVideosParameters {
-    /** ID of the model to use. For a list of models, see `Google models
-     <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */
-    model: string;
-    /** The text prompt for generating the videos. Optional for image to video use cases. */
-    prompt?: string;
-    /** The input image for generating the videos.
-     Optional if prompt is provided. */
-    image?: Image_2;
-    /** Configuration for generating videos. */
-    config?: GenerateVideosConfig;
-}
-
-/** Response with generated videos. */
-export declare class GenerateVideosResponse {
-    /** List of the generated videos */
-    generatedVideos?: GeneratedVideo[];
-    /** Returns if any videos were filtered due to RAI policies. */
-    raiMediaFilteredCount?: number;
-    /** Returns rai failure reasons if any. */
-    raiMediaFilteredReasons?: string[];
-}
-
-/** Generation config. */
-export declare interface GenerationConfig {
-    /** Optional. If enabled, audio timestamp will be included in the request to the model. */
-    audioTimestamp?: boolean;
-    /** Optional. Number of candidates to generate. */
-    candidateCount?: number;
-    /** Optional. Frequency penalties. */
-    frequencyPenalty?: number;
-    /** Optional. Logit probabilities. */
-    logprobs?: number;
-    /** Optional. The maximum number of output tokens to generate per message. */
-    maxOutputTokens?: number;
-    /** Optional. If specified, the media resolution specified will be used. */
-    mediaResolution?: MediaResolution;
-    /** Optional. Positive penalties. */
-    presencePenalty?: number;
-    /** Optional. If true, export the logprobs results in response. */
-    responseLogprobs?: boolean;
-    /** Optional. Output response mimetype of the generated candidate text. Supported mimetype: - `text/plain`: (default) Text output. - `application/json`: JSON response in the candidates. The model needs to be prompted to output the appropriate response type, otherwise the behavior is undefined. This is a preview feature. */
-    responseMimeType?: string;
-    /** Optional. The `Schema` object allows the definition of input and output data types. These types can be objects, but also primitives and arrays. Represents a select subset of an [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema). If set, a compatible response_mime_type must also be set. Compatible mimetypes: `application/json`: Schema for JSON response. */
-    responseSchema?: Schema;
-    /** Optional. Routing configuration. */
-    routingConfig?: GenerationConfigRoutingConfig;
-    /** Optional. Seed. */
-    seed?: number;
-    /** Optional. Stop sequences. */
-    stopSequences?: string[];
-    /** Optional. Controls the randomness of predictions. */
-    temperature?: number;
-    /** Optional. If specified, top-k sampling will be used. */
-    topK?: number;
-    /** Optional. If specified, nucleus sampling will be used. */
-    topP?: number;
-}
-
-/** The configuration for routing the request to a specific model. */
-export declare interface GenerationConfigRoutingConfig {
-    /** Automated routing. */
-    autoMode?: GenerationConfigRoutingConfigAutoRoutingMode;
-    /** Manual routing. */
-    manualMode?: GenerationConfigRoutingConfigManualRoutingMode;
-}
-
-/** When automated routing is specified, the routing will be determined by the pretrained routing model and customer provided model routing preference. */
-export declare interface GenerationConfigRoutingConfigAutoRoutingMode {
-    /** The model routing preference. */
-    modelRoutingPreference?: 'UNKNOWN' | 'PRIORITIZE_QUALITY' | 'BALANCED' | 'PRIORITIZE_COST';
-}
-
-/** When manual routing is set, the specified model will be used directly. */
-export declare interface GenerationConfigRoutingConfigManualRoutingMode {
-    /** The model name to use. Only the public LLM models are accepted. e.g. 'gemini-1.5-pro-001'. */
-    modelName?: string;
-}
-
-/** Optional parameters for caches.get method. */
-export declare interface GetCachedContentConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Parameters for caches.get method. */
-export declare interface GetCachedContentParameters {
-    /** The server-generated resource name of the cached content.
-     */
-    name: string;
-    /** Optional parameters for the request.
-     */
-    config?: GetCachedContentConfig;
-}
-
-/** Used to override the default configuration. */
-export declare interface GetFileConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Generates the parameters for the get method. */
-export declare interface GetFileParameters {
-    /** The name identifier for the file to retrieve. */
-    name: string;
-    /** Used to override the default configuration. */
-    config?: GetFileConfig;
-}
-
-/** Optional parameters for models.get method. */
-export declare interface GetModelConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-export declare interface GetModelParameters {
-    model: string;
-    /** Optional parameters for the request. */
-    config?: GetModelConfig;
-}
-
-export declare interface GetOperationConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Parameters for the GET method. */
-export declare interface GetOperationParameters {
-    /** The server-assigned name for the operation. */
-    operationName: string;
-    /** Used to override the default configuration. */
-    config?: GetOperationConfig;
-}
-
-/** Optional parameters for tunings.get method. */
-export declare interface GetTuningJobConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** Parameters for the get method. */
-export declare interface GetTuningJobParameters {
-    name: string;
-    /** Optional parameters for the request. */
-    config?: GetTuningJobConfig;
-}
-
-/**
- * The Google GenAI SDK.
- *
- * @remarks
- * Provides access to the GenAI features through either the {@link
- * https://cloud.google.com/vertex-ai/docs/reference/rest | Gemini API} or
- * the {@link https://cloud.google.com/vertex-ai/docs/reference/rest | Vertex AI
- * API}.
- *
- * The {@link GoogleGenAIOptions.vertexai} value determines which of the API
- * services to use.
- *
- * When using the Gemini API, a {@link GoogleGenAIOptions.apiKey} must also be
- * set. When using Vertex AI, currently only {@link GoogleGenAIOptions.apiKey}
- * is supported via Express mode. {@link GoogleGenAIOptions.project} and {@link
- * GoogleGenAIOptions.location} should not be set.
- *
- * @example
- * Initializing the SDK for using the Gemini API:
- * ```ts
- * import {GoogleGenAI} from '@google/genai';
- * const ai = new GoogleGenAI({apiKey: 'GEMINI_API_KEY'});
- * ```
- *
- * @example
- * Initializing the SDK for using the Vertex AI API:
- * ```ts
- * import {GoogleGenAI} from '@google/genai';
- * const ai = new GoogleGenAI({
- *   vertexai: true,
- *   project: 'PROJECT_ID',
- *   location: 'PROJECT_LOCATION'
- * });
- * ```
- *
- */
-export declare class GoogleGenAI {
-    protected readonly apiClient: ApiClient;
-    private readonly apiKey?;
-    readonly vertexai: boolean;
-    private readonly apiVersion?;
-    readonly models: Models;
-    readonly live: Live;
-    readonly chats: Chats;
-    readonly caches: Caches;
-    readonly files: Files;
-    readonly operations: Operations;
-    readonly tunings: Tunings;
-    constructor(options: GoogleGenAIOptions);
-}
-
-/**
- * Google Gen AI SDK's configuration options.
- *
- * See {@link GoogleGenAI} for usage samples.
- */
-export declare interface GoogleGenAIOptions {
-    /**
-     * Optional. Determines whether to use the Vertex AI or the Gemini API.
-     *
-     * @remarks
-     * When true, the {@link https://cloud.google.com/vertex-ai/docs/reference/rest | Vertex AI API} will used.
-     * When false, the {@link https://ai.google.dev/api | Gemini API} will be used.
-     *
-     * If unset, default SDK behavior is to use the Gemini API service.
-     */
-    vertexai?: boolean;
-    /**
-     * Optional. The Google Cloud project ID for Vertex AI clients.
-     *
-     * Find your project ID: https://cloud.google.com/resource-manager/docs/creating-managing-projects#identifying_projects
-     *
-     * @remarks
-     * Only supported on Node runtimes, ignored on browser runtimes.
-     */
-    project?: string;
-    /**
-     * Optional. The Google Cloud project {@link https://cloud.google.com/vertex-ai/generative-ai/docs/learn/locations | location} for Vertex AI clients.
-     *
-     * @remarks
-     * Only supported on Node runtimes, ignored on browser runtimes.
-     *
-     */
-    location?: string;
-    /**
-     * The API Key, required for Gemini API clients.
-     *
-     * @remarks
-     * Required on browser runtimes.
-     */
-    apiKey?: string;
-    /**
-     * Optional. The API version to use.
-     *
-     * @remarks
-     * If unset, the default API version will be used.
-     */
-    apiVersion?: string;
-    /**
-     * Optional. Authentication options defined by the by google-auth-library for Vertex AI clients.
-     *
-     * @remarks
-     * @see {@link https://github.com/googleapis/google-auth-library-nodejs/blob/v9.15.0/src/auth/googleauth.ts | GoogleAuthOptions interface in google-auth-library-nodejs}.
-     *
-     * Only supported on Node runtimes, ignored on browser runtimes.
-     *
-     */
-    googleAuthOptions?: GoogleAuthOptions;
-    /**
-     * Optional. A set of customizable configuration for HTTP requests.
-     */
-    httpOptions?: HttpOptions;
-}
-
-/** Tool to support Google Maps in Model. */
-export declare interface GoogleMaps {
-    /** Optional. Auth config for the Google Maps tool. */
-    authConfig?: AuthConfig;
-}
-
-/** The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by [gRPC](https://github.com/grpc). Each `Status` message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the [API Design Guide](https://cloud.google.com/apis/design/errors). */
-export declare interface GoogleRpcStatus {
-    /** The status code, which should be an enum value of google.rpc.Code. */
-    code?: number;
-    /** A list of messages that carry the error details. There is a common set of message types for APIs to use. */
-    details?: Record<string, unknown>[];
-    /** A developer-facing error message, which should be in English. Any user-facing error message should be localized and sent in the google.rpc.Status.details field, or localized by the client. */
-    message?: string;
-}
-
-/** Tool to support Google Search in Model. Powered by Google. */
-export declare interface GoogleSearch {
-    /** Optional. Filter search results to a specific time range.
-     If customers set a start time, they must set an end time (and vice versa).
-     */
-    timeRangeFilter?: Interval;
-}
-
-/** Tool to retrieve public web data for grounding, powered by Google. */
-export declare interface GoogleSearchRetrieval {
-    /** Specifies the dynamic retrieval configuration for the given source. */
-    dynamicRetrievalConfig?: DynamicRetrievalConfig;
-}
-
-/** Represents a whole or partial calendar date, such as a birthday. The time of day and time zone are either specified elsewhere or are insignificant. The date is relative to the Gregorian Calendar. This can represent one of the following: * A full date, with non-zero year, month, and day values. * A month and day, with a zero year (for example, an anniversary). * A year on its own, with a zero month and a zero day. * A year and month, with a zero day (for example, a credit card expiration date). Related types: * google.type.TimeOfDay * google.type.DateTime * google.protobuf.Timestamp */
-export declare interface GoogleTypeDate {
-    /** Day of a month. Must be from 1 to 31 and valid for the year and month, or 0 to specify a year by itself or a year and month where the day isn't significant. */
-    day?: number;
-    /** Month of a year. Must be from 1 to 12, or 0 to specify a year without a month and day. */
-    month?: number;
-    /** Year of the date. Must be from 1 to 9999, or 0 to specify a date without a year. */
-    year?: number;
-}
-
-/** Grounding chunk. */
-export declare interface GroundingChunk {
-    /** Grounding chunk from context retrieved by the retrieval tools. */
-    retrievedContext?: GroundingChunkRetrievedContext;
-    /** Grounding chunk from the web. */
-    web?: GroundingChunkWeb;
-}
-
-/** Chunk from context retrieved by the retrieval tools. */
-export declare interface GroundingChunkRetrievedContext {
-    /** Text of the attribution. */
-    text?: string;
-    /** Title of the attribution. */
-    title?: string;
-    /** URI reference of the attribution. */
-    uri?: string;
-}
-
-/** Chunk from the web. */
-export declare interface GroundingChunkWeb {
-    /** Domain of the (original) URI. */
-    domain?: string;
-    /** Title of the chunk. */
-    title?: string;
-    /** URI reference of the chunk. */
-    uri?: string;
-}
-
-/** Metadata returned to client when grounding is enabled. */
-export declare interface GroundingMetadata {
-    /** List of supporting references retrieved from specified grounding source. */
-    groundingChunks?: GroundingChunk[];
-    /** Optional. List of grounding support. */
-    groundingSupports?: GroundingSupport[];
-    /** Optional. Output only. Retrieval metadata. */
-    retrievalMetadata?: RetrievalMetadata;
-    /** Optional. Queries executed by the retrieval tools. */
-    retrievalQueries?: string[];
-    /** Optional. Google search entry for the following-up web searches. */
-    searchEntryPoint?: SearchEntryPoint;
-    /** Optional. Web search queries for the following-up web search. */
-    webSearchQueries?: string[];
-}
-
-/** Grounding support. */
-export declare interface GroundingSupport {
-    /** Confidence score of the support references. Ranges from 0 to 1. 1 is the most confident. This list must have the same size as the grounding_chunk_indices. */
-    confidenceScores?: number[];
-    /** A list of indices (into 'grounding_chunk') specifying the citations associated with the claim. For instance [1,3,4] means that grounding_chunk[1], grounding_chunk[3], grounding_chunk[4] are the retrieved content attributed to the claim. */
-    groundingChunkIndices?: number[];
-    /** Segment of the content this support belongs to. */
-    segment?: Segment;
-}
-
-/** Optional. Specify if the threshold is used for probability or severity score. If not specified, the threshold is used for probability score. */
-export declare enum HarmBlockMethod {
-    /**
-     * The harm block method is unspecified.
-     */
-    HARM_BLOCK_METHOD_UNSPECIFIED = "HARM_BLOCK_METHOD_UNSPECIFIED",
-    /**
-     * The harm block method uses both probability and severity scores.
-     */
-    SEVERITY = "SEVERITY",
-    /**
-     * The harm block method uses the probability score.
-     */
-    PROBABILITY = "PROBABILITY"
-}
-
-/** Required. The harm block threshold. */
-export declare enum HarmBlockThreshold {
-    /**
-     * Unspecified harm block threshold.
-     */
-    HARM_BLOCK_THRESHOLD_UNSPECIFIED = "HARM_BLOCK_THRESHOLD_UNSPECIFIED",
-    /**
-     * Block low threshold and above (i.e. block more).
-     */
-    BLOCK_LOW_AND_ABOVE = "BLOCK_LOW_AND_ABOVE",
-    /**
-     * Block medium threshold and above.
-     */
-    BLOCK_MEDIUM_AND_ABOVE = "BLOCK_MEDIUM_AND_ABOVE",
-    /**
-     * Block only high threshold (i.e. block less).
-     */
-    BLOCK_ONLY_HIGH = "BLOCK_ONLY_HIGH",
-    /**
-     * Block none.
-     */
-    BLOCK_NONE = "BLOCK_NONE",
-    /**
-     * Turn off the safety filter.
-     */
-    OFF = "OFF"
-}
-
-/** Required. Harm category. */
-export declare enum HarmCategory {
-    /**
-     * The harm category is unspecified.
-     */
-    HARM_CATEGORY_UNSPECIFIED = "HARM_CATEGORY_UNSPECIFIED",
-    /**
-     * The harm category is hate speech.
-     */
-    HARM_CATEGORY_HATE_SPEECH = "HARM_CATEGORY_HATE_SPEECH",
-    /**
-     * The harm category is dangerous content.
-     */
-    HARM_CATEGORY_DANGEROUS_CONTENT = "HARM_CATEGORY_DANGEROUS_CONTENT",
-    /**
-     * The harm category is harassment.
-     */
-    HARM_CATEGORY_HARASSMENT = "HARM_CATEGORY_HARASSMENT",
-    /**
-     * The harm category is sexually explicit content.
-     */
-    HARM_CATEGORY_SEXUALLY_EXPLICIT = "HARM_CATEGORY_SEXUALLY_EXPLICIT",
-    /**
-     * The harm category is civic integrity.
-     */
-    HARM_CATEGORY_CIVIC_INTEGRITY = "HARM_CATEGORY_CIVIC_INTEGRITY"
-}
-
-/** Output only. Harm probability levels in the content. */
-export declare enum HarmProbability {
-    /**
-     * Harm probability unspecified.
-     */
-    HARM_PROBABILITY_UNSPECIFIED = "HARM_PROBABILITY_UNSPECIFIED",
-    /**
-     * Negligible level of harm.
-     */
-    NEGLIGIBLE = "NEGLIGIBLE",
-    /**
-     * Low level of harm.
-     */
-    LOW = "LOW",
-    /**
-     * Medium level of harm.
-     */
-    MEDIUM = "MEDIUM",
-    /**
-     * High level of harm.
-     */
-    HIGH = "HIGH"
-}
-
-/** Output only. Harm severity levels in the content. */
-export declare enum HarmSeverity {
-    /**
-     * Harm severity unspecified.
-     */
-    HARM_SEVERITY_UNSPECIFIED = "HARM_SEVERITY_UNSPECIFIED",
-    /**
-     * Negligible level of harm severity.
-     */
-    HARM_SEVERITY_NEGLIGIBLE = "HARM_SEVERITY_NEGLIGIBLE",
-    /**
-     * Low level of harm severity.
-     */
-    HARM_SEVERITY_LOW = "HARM_SEVERITY_LOW",
-    /**
-     * Medium level of harm severity.
-     */
-    HARM_SEVERITY_MEDIUM = "HARM_SEVERITY_MEDIUM",
-    /**
-     * High level of harm severity.
-     */
-    HARM_SEVERITY_HIGH = "HARM_SEVERITY_HIGH"
-}
-
-/** HTTP options to be used in each of the requests. */
-export declare interface HttpOptions {
-    /** The base URL for the AI platform service endpoint. */
-    baseUrl?: string;
-    /** Specifies the version of the API to use. */
-    apiVersion?: string;
-    /** Additional HTTP headers to be sent with the request. */
-    headers?: Record<string, string>;
-    /** Timeout for the request in milliseconds. */
-    timeout?: number;
-}
-
-/**
- * Represents the necessary information to send a request to an API endpoint.
- * This interface defines the structure for constructing and executing HTTP
- * requests.
- */
-declare interface HttpRequest {
-    /**
-     * URL path from the modules, this path is appended to the base API URL to
-     * form the complete request URL.
-     *
-     * If you wish to set full URL, use httpOptions.baseUrl instead. Example to
-     * set full URL in the request:
-     *
-     * const request: HttpRequest = {
-     *   path: '',
-     *   httpOptions: {
-     *     baseUrl: 'https://<custom-full-url>',
-     *     apiVersion: '',
-     *   },
-     *   httpMethod: 'GET',
-     * };
-     *
-     * The result URL will be: https://<custom-full-url>
-     *
-     */
-    path: string;
-    /**
-     * Optional query parameters to be appended to the request URL.
-     */
-    queryParams?: Record<string, string>;
-    /**
-     * Optional request body in json string or Blob format, GET request doesn't
-     * need a request body.
-     */
-    body?: string | Blob;
-    /**
-     * The HTTP method to be used for the request.
-     */
-    httpMethod: 'GET' | 'POST' | 'PATCH' | 'DELETE';
-    /**
-     * Optional set of customizable configuration for HTTP requests.
-     */
-    httpOptions?: HttpOptions;
-    /**
-     * Optional abort signal which can be used to cancel the request.
-     */
-    abortSignal?: AbortSignal;
-}
-
-/** A wrapper class for the http response. */
-export declare class HttpResponse {
-    /** Used to retain the processed HTTP headers in the response. */
-    headers?: Record<string, string>;
-    /**
-     * The original http response.
-     */
-    responseInternal: Response;
-    constructor(response: Response);
-    json(): Promise<unknown>;
-}
-
-/** An image. */
-declare interface Image_2 {
-    /** The Cloud Storage URI of the image. ``Image`` can contain a value
-     for this field or the ``image_bytes`` field but not both.
-     */
-    gcsUri?: string;
-    /** The image bytes data. ``Image`` can contain a value for this field
-     or the ``gcs_uri`` field but not both.
-     */
-    imageBytes?: string;
-    /** The MIME type of the image. */
-    mimeType?: string;
-}
-export { Image_2 as Image }
-
-/** Enum that specifies the language of the text in the prompt. */
-export declare enum ImagePromptLanguage {
-    auto = "auto",
-    en = "en",
-    ja = "ja",
-    ko = "ko",
-    hi = "hi"
-}
-
-/** Represents a time interval, encoded as a start time (inclusive) and an end time (exclusive).
-
- The start time must be less than or equal to the end time.
- When the start equals the end time, the interval is an empty interval.
- (matches no time)
- When both start and end are unspecified, the interval matches any time.
- */
-export declare interface Interval {
-    /** The start time of the interval. */
-    startTime?: string;
-    /** The end time of the interval. */
-    endTime?: string;
-}
-
-/** Output only. The detailed state of the job. */
-export declare enum JobState {
-    /**
-     * The job state is unspecified.
-     */
-    JOB_STATE_UNSPECIFIED = "JOB_STATE_UNSPECIFIED",
-    /**
-     * The job has been just created or resumed and processing has not yet begun.
-     */
-    JOB_STATE_QUEUED = "JOB_STATE_QUEUED",
-    /**
-     * The service is preparing to run the job.
-     */
-    JOB_STATE_PENDING = "JOB_STATE_PENDING",
-    /**
-     * The job is in progress.
-     */
-    JOB_STATE_RUNNING = "JOB_STATE_RUNNING",
-    /**
-     * The job completed successfully.
-     */
-    JOB_STATE_SUCCEEDED = "JOB_STATE_SUCCEEDED",
-    /**
-     * The job failed.
-     */
-    JOB_STATE_FAILED = "JOB_STATE_FAILED",
-    /**
-     * The job is being cancelled. From this state the job may only go to either `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.
-     */
-    JOB_STATE_CANCELLING = "JOB_STATE_CANCELLING",
-    /**
-     * The job has been cancelled.
-     */
-    JOB_STATE_CANCELLED = "JOB_STATE_CANCELLED",
-    /**
-     * The job has been stopped, and can be resumed.
-     */
-    JOB_STATE_PAUSED = "JOB_STATE_PAUSED",
-    /**
-     * The job has expired.
-     */
-    JOB_STATE_EXPIRED = "JOB_STATE_EXPIRED",
-    /**
-     * The job is being updated. Only jobs in the `RUNNING` state can be updated. After updating, the job goes back to the `RUNNING` state.
-     */
-    JOB_STATE_UPDATING = "JOB_STATE_UPDATING",
-    /**
-     * The job is partially succeeded, some results may be missing due to errors.
-     */
-    JOB_STATE_PARTIALLY_SUCCEEDED = "JOB_STATE_PARTIALLY_SUCCEEDED"
-}
-
-/** Required. Programming language of the `code`. */
-export declare enum Language {
-    /**
-     * Unspecified language. This value should not be used.
-     */
-    LANGUAGE_UNSPECIFIED = "LANGUAGE_UNSPECIFIED",
-    /**
-     * Python >= 3.10, with numpy and simpy available.
-     */
-    PYTHON = "PYTHON"
-}
-
-/** An object that represents a latitude/longitude pair.
-
- This is expressed as a pair of doubles to represent degrees latitude and
- degrees longitude. Unless specified otherwise, this object must conform to the
- <a href="https://en.wikipedia.org/wiki/World_Geodetic_System#1984_version">
- WGS84 standard</a>. Values must be within normalized ranges.
- */
-export declare interface LatLng {
-    /** The latitude in degrees. It must be in the range [-90.0, +90.0]. */
-    latitude?: number;
-    /** The longitude in degrees. It must be in the range [-180.0, +180.0] */
-    longitude?: number;
-}
-
-/** Config for caches.list method. */
-export declare interface ListCachedContentsConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    pageSize?: number;
-    pageToken?: string;
-}
-
-/** Parameters for caches.list method. */
-export declare interface ListCachedContentsParameters {
-    /** Configuration that contains optional parameters.
-     */
-    config?: ListCachedContentsConfig;
-}
-
-export declare class ListCachedContentsResponse {
-    nextPageToken?: string;
-    /** List of cached contents.
-     */
-    cachedContents?: CachedContent[];
-}
-
-/** Used to override the default configuration. */
-export declare interface ListFilesConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    pageSize?: number;
-    pageToken?: string;
-}
-
-/** Generates the parameters for the list method. */
-export declare interface ListFilesParameters {
-    /** Used to override the default configuration. */
-    config?: ListFilesConfig;
-}
-
-/** Response for the list files method. */
-export declare class ListFilesResponse {
-    /** A token to retrieve next page of results. */
-    nextPageToken?: string;
-    /** The list of files. */
-    files?: File_2[];
-}
-
-export declare interface ListModelsConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    pageSize?: number;
-    pageToken?: string;
-    filter?: string;
-    /** Set true to list base models, false to list tuned models. */
-    queryBase?: boolean;
-}
-
-export declare interface ListModelsParameters {
-    config?: ListModelsConfig;
-}
-
-export declare class ListModelsResponse {
-    nextPageToken?: string;
-    models?: Model[];
-}
-
-/** Configuration for the list tuning jobs method. */
-export declare interface ListTuningJobsConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    pageSize?: number;
-    pageToken?: string;
-    filter?: string;
-}
-
-/** Parameters for the list tuning jobs method. */
-export declare interface ListTuningJobsParameters {
-    config?: ListTuningJobsConfig;
-}
-
-/** Response for the list tuning jobs method. */
-export declare class ListTuningJobsResponse {
-    /** A token to retrieve the next page of results. Pass to ListTuningJobsRequest.page_token to obtain that page. */
-    nextPageToken?: string;
-    /** List of TuningJobs in the requested page. */
-    tuningJobs?: TuningJob[];
-}
-
-/**
- Live class encapsulates the configuration for live interaction with the
- Generative Language API. It embeds ApiClient for general API settings.
-
- @experimental
- */
-export declare class Live {
-    private readonly apiClient;
-    private readonly auth;
-    private readonly webSocketFactory;
-    readonly music: LiveMusic;
-    constructor(apiClient: ApiClient, auth: Auth, webSocketFactory: WebSocketFactory);
-    /**
-     Establishes a connection to the specified model with the given
-     configuration and returns a Session object representing that connection.
-
-     @experimental Built-in MCP support is an experimental feature, may change in
-     future versions.
-
-     @remarks
-
-     @param params - The parameters for establishing a connection to the model.
-     @return A live session.
-
-     @example
-     ```ts
-     let model: string;
-     if (GOOGLE_GENAI_USE_VERTEXAI) {
-     model = 'gemini-2.0-flash-live-preview-04-09';
-     } else {
-     model = 'gemini-2.0-flash-live-001';
-     }
-     const session = await ai.live.connect({
-     model: model,
-     config: {
-     responseModalities: [Modality.AUDIO],
-     },
-     callbacks: {
-     onopen: () => {
-     console.log('Connected to the socket.');
-     },
-     onmessage: (e: MessageEvent) => {
-     console.log('Received message from the server: %s\n', debug(e.data));
-     },
-     onerror: (e: ErrorEvent) => {
-     console.log('Error occurred: %s\n', debug(e.error));
-     },
-     onclose: (e: CloseEvent) => {
-     console.log('Connection closed.');
-     },
-     },
-     });
-     ```
-     */
-    connect(params: types.LiveConnectParameters): Promise<Session>;
-    private isCallableTool;
-}
-
-/** Callbacks for the live API. */
-export declare interface LiveCallbacks {
-    /**
-     * Called when the websocket connection is established.
-     */
-    onopen?: (() => void) | null;
-    /**
-     * Called when a message is received from the server.
-     */
-    onmessage: (e: LiveServerMessage) => void;
-    /**
-     * Called when an error occurs.
-     */
-    onerror?: ((e: ErrorEvent) => void) | null;
-    /**
-     * Called when the websocket connection is closed.
-     */
-    onclose?: ((e: CloseEvent) => void) | null;
-}
-
-/** Incremental update of the current conversation delivered from the client.
-
- All the content here will unconditionally be appended to the conversation
- history and used as part of the prompt to the model to generate content.
-
- A message here will interrupt any current model generation.
- */
-export declare interface LiveClientContent {
-    /** The content appended to the current conversation with the model.
-
-     For single-turn queries, this is a single instance. For multi-turn
-     queries, this is a repeated field that contains conversation history and
-     latest request.
-     */
-    turns?: Content[];
-    /** If true, indicates that the server content generation should start with
-     the currently accumulated prompt. Otherwise, the server will await
-     additional messages before starting generation. */
-    turnComplete?: boolean;
-}
-
-/** Messages sent by the client in the API call. */
-export declare interface LiveClientMessage {
-    /** Message to be sent by the system when connecting to the API. SDK users should not send this message. */
-    setup?: LiveClientSetup;
-    /** Incremental update of the current conversation delivered from the client. */
-    clientContent?: LiveClientContent;
-    /** User input that is sent in real time. */
-    realtimeInput?: LiveClientRealtimeInput;
-    /** Response to a `ToolCallMessage` received from the server. */
-    toolResponse?: LiveClientToolResponse;
-}
-
-/** User input that is sent in real time.
-
- This is different from `LiveClientContent` in a few ways:
-
- - Can be sent continuously without interruption to model generation.
- - If there is a need to mix data interleaved across the
- `LiveClientContent` and the `LiveClientRealtimeInput`, server attempts to
- optimize for best response, but there are no guarantees.
- - End of turn is not explicitly specified, but is rather derived from user
- activity (for example, end of speech).
- - Even before the end of turn, the data is processed incrementally
- to optimize for a fast start of the response from the model.
- - Is always assumed to be the user's input (cannot be used to populate
- conversation history).
- */
-export declare interface LiveClientRealtimeInput {
-    /** Inlined bytes data for media input. */
-    mediaChunks?: Blob_2[];
-    /** The realtime audio input stream. */
-    audio?: Blob_2;
-    /**
-     Indicates that the audio stream has ended, e.g. because the microphone was
-     turned off.
-
-     This should only be sent when automatic activity detection is enabled
-     (which is the default).
-
-     The client can reopen the stream by sending an audio message.
-     */
-    audioStreamEnd?: boolean;
-    /** The realtime video input stream. */
-    video?: Blob_2;
-    /** The realtime text input stream. */
-    text?: string;
-    /** Marks the start of user activity. */
-    activityStart?: ActivityStart;
-    /** Marks the end of user activity. */
-    activityEnd?: ActivityEnd;
-}
-
-/** Message contains configuration that will apply for the duration of the streaming session. */
-export declare interface LiveClientSetup {
-    /**
-     The fully qualified name of the publisher model or tuned model endpoint to
-     use.
-     */
-    model?: string;
-    /** The generation configuration for the session.
-     Note: only a subset of fields are supported.
-     */
-    generationConfig?: GenerationConfig;
-    /** The user provided system instructions for the model.
-     Note: only text should be used in parts and content in each part will be
-     in a separate paragraph. */
-    systemInstruction?: ContentUnion;
-    /**  A list of `Tools` the model may use to generate the next response.
-
-     A `Tool` is a piece of code that enables the system to interact with
-     external systems to perform an action, or set of actions, outside of
-     knowledge and scope of the model. */
-    tools?: ToolListUnion;
-    /** Configures the realtime input behavior in BidiGenerateContent. */
-    realtimeInputConfig?: RealtimeInputConfig;
-    /** Configures session resumption mechanism.
-
-     If included server will send SessionResumptionUpdate messages. */
-    sessionResumption?: SessionResumptionConfig;
-    /** Configures context window compression mechanism.
-
-     If included, server will compress context window to fit into given length. */
-    contextWindowCompression?: ContextWindowCompressionConfig;
-    /** The transcription of the input aligns with the input audio language.
-     */
-    inputAudioTranscription?: AudioTranscriptionConfig;
-    /** The transcription of the output aligns with the language code
-     specified for the output audio.
-     */
-    outputAudioTranscription?: AudioTranscriptionConfig;
-    /** Configures the proactivity of the model. This allows the model to respond proactively to
-     the input and to ignore irrelevant input. */
-    proactivity?: ProactivityConfig;
-}
-
-/** Client generated response to a `ToolCall` received from the server.
-
- Individual `FunctionResponse` objects are matched to the respective
- `FunctionCall` objects by the `id` field.
-
- Note that in the unary and server-streaming GenerateContent APIs function
- calling happens by exchanging the `Content` parts, while in the bidi
- GenerateContent APIs function calling happens over this dedicated set of
- messages.
- */
-export declare class LiveClientToolResponse {
-    /** The response to the function calls. */
-    functionResponses?: FunctionResponse[];
-}
-
-/** Session config for the API connection. */
-export declare interface LiveConnectConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** The generation configuration for the session. */
-    generationConfig?: GenerationConfig;
-    /** The requested modalities of the response. Represents the set of
-     modalities that the model can return. Defaults to AUDIO if not specified.
-     */
-    responseModalities?: Modality[];
-    /** Value that controls the degree of randomness in token selection.
-     Lower temperatures are good for prompts that require a less open-ended or
-     creative response, while higher temperatures can lead to more diverse or
-     creative results.
-     */
-    temperature?: number;
-    /** Tokens are selected from the most to least probable until the sum
-     of their probabilities equals this value. Use a lower value for less
-     random responses and a higher value for more random responses.
-     */
-    topP?: number;
-    /** For each token selection step, the ``top_k`` tokens with the
-     highest probabilities are sampled. Then tokens are further filtered based
-     on ``top_p`` with the final token selected using temperature sampling. Use
-     a lower number for less random responses and a higher number for more
-     random responses.
-     */
-    topK?: number;
-    /** Maximum number of tokens that can be generated in the response.
-     */
-    maxOutputTokens?: number;
-    /** If specified, the media resolution specified will be used.
-     */
-    mediaResolution?: MediaResolution;
-    /** When ``seed`` is fixed to a specific number, the model makes a best
-     effort to provide the same response for repeated requests. By default, a
-     random number is used.
-     */
-    seed?: number;
-    /** The speech generation configuration.
-     */
-    speechConfig?: SpeechConfig;
-    /** If enabled, the model will detect emotions and adapt its responses accordingly. */
-    enableAffectiveDialog?: boolean;
-    /** The user provided system instructions for the model.
-     Note: only text should be used in parts and content in each part will be
-     in a separate paragraph. */
-    systemInstruction?: ContentUnion;
-    /** A list of `Tools` the model may use to generate the next response.
-
-     A `Tool` is a piece of code that enables the system to interact with
-     external systems to perform an action, or set of actions, outside of
-     knowledge and scope of the model. */
-    tools?: ToolListUnion;
-    /** Configures session resumption mechanism.
-
-     If included the server will send SessionResumptionUpdate messages. */
-    sessionResumption?: SessionResumptionConfig;
-    /** The transcription of the input aligns with the input audio language.
-     */
-    inputAudioTranscription?: AudioTranscriptionConfig;
-    /** The transcription of the output aligns with the language code
-     specified for the output audio.
-     */
-    outputAudioTranscription?: AudioTranscriptionConfig;
-    /** Configures the realtime input behavior in BidiGenerateContent. */
-    realtimeInputConfig?: RealtimeInputConfig;
-    /** Configures context window compression mechanism.
-
-     If included, server will compress context window to fit into given length. */
-    contextWindowCompression?: ContextWindowCompressionConfig;
-    /** Configures the proactivity of the model. This allows the model to respond proactively to
-     the input and to ignore irrelevant input. */
-    proactivity?: ProactivityConfig;
-}
-
-/** Parameters for connecting to the live API. */
-export declare interface LiveConnectParameters {
-    /** ID of the model to use. For a list of models, see `Google models
-     <https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models>`_. */
-    model: string;
-    /** callbacks */
-    callbacks: LiveCallbacks;
-    /** Optional configuration parameters for the request.
-     */
-    config?: LiveConnectConfig;
-}
-
-/** Config for LiveEphemeralParameters for Auth Token creation. */
-export declare interface LiveEphemeralParameters {
-    /** ID of the model to configure in the ephemeral token for Live API.
-     For a list of models, see `Gemini models
-     <https://ai.google.dev/gemini-api/docs/models>`. */
-    model?: string;
-    /** Configuration specific to Live API connections created using this token. */
-    config?: LiveConnectConfig;
-}
-
-/**
- LiveMusic class encapsulates the configuration for live music
- generation via Lyria Live models.
-
- @experimental
- */
-declare class LiveMusic {
-    private readonly apiClient;
-    private readonly auth;
-    private readonly webSocketFactory;
-    constructor(apiClient: ApiClient, auth: Auth, webSocketFactory: WebSocketFactory);
-    /**
-     Establishes a connection to the specified model and returns a
-     LiveMusicSession object representing that connection.
-
-     @experimental
-
-     @remarks
-
-     @param params - The parameters for establishing a connection to the model.
-     @return A live session.
-
-     @example
-     ```ts
-     let model = 'models/lyria-realtime-exp';
-     const session = await ai.live.music.connect({
-     model: model,
-     callbacks: {
-     onmessage: (e: MessageEvent) => {
-     console.log('Received message from the server: %s\n', debug(e.data));
-     },
-     onerror: (e: ErrorEvent) => {
-     console.log('Error occurred: %s\n', debug(e.error));
-     },
-     onclose: (e: CloseEvent) => {
-     console.log('Connection closed.');
-     },
-     },
-     });
-     ```
-     */
-    connect(params: types.LiveMusicConnectParameters): Promise<LiveMusicSession>;
-}
-
-/** Callbacks for the realtime music API. */
-export declare interface LiveMusicCallbacks {
-    /**
-     * Called when a message is received from the server.
-     */
-    onmessage: (e: LiveMusicServerMessage) => void;
-    /**
-     * Called when an error occurs.
-     */
-    onerror?: ((e: ErrorEvent) => void) | null;
-    /**
-     * Called when the websocket connection is closed.
-     */
-    onclose?: ((e: CloseEvent) => void) | null;
-}
-
-/** User input to start or steer the music. */
-export declare interface LiveMusicClientContent {
-    /** Weighted prompts as the model input. */
-    weightedPrompts?: WeightedPrompt[];
-}
-
-/** Messages sent by the client in the LiveMusicClientMessage call. */
-export declare interface LiveMusicClientMessage {
-    /** Message to be sent in the first (and only in the first) `LiveMusicClientMessage`.
-     Clients should wait for a `LiveMusicSetupComplete` message before
-     sending any additional messages. */
-    setup?: LiveMusicClientSetup;
-    /** User input to influence music generation. */
-    clientContent?: LiveMusicClientContent;
-    /** Configuration for music generation. */
-    musicGenerationConfig?: LiveMusicGenerationConfig;
-    /** Playback control signal for the music generation. */
-    playbackControl?: LiveMusicPlaybackControl;
-}
-
-/** Message to be sent by the system when connecting to the API. */
-export declare interface LiveMusicClientSetup {
-    /** The model's resource name. Format: `models/{model}`. */
-    model?: string;
-}
-
-/** Parameters for connecting to the live API. */
-export declare interface LiveMusicConnectParameters {
-    /** The model's resource name. */
-    model: string;
-    /** Callbacks invoked on server events. */
-    callbacks: LiveMusicCallbacks;
-}
-
-/** A prompt that was filtered with the reason. */
-export declare interface LiveMusicFilteredPrompt {
-    /** The text prompt that was filtered. */
-    text?: string;
-    /** The reason the prompt was filtered. */
-    filteredReason?: string;
-}
-
-/** Configuration for music generation. */
-export declare interface LiveMusicGenerationConfig {
-    /** Controls the variance in audio generation. Higher values produce
-     higher variance. Range is [0.0, 3.0]. */
-    temperature?: number;
-    /** Controls how the model selects tokens for output. Samples the topK
-     tokens with the highest probabilities. Range is [1, 1000]. */
-    topK?: number;
-    /** Seeds audio generation. If not set, the request uses a randomly
-     generated seed. */
-    seed?: number;
-    /** Controls how closely the model follows prompts.
-     Higher guidance follows more closely, but will make transitions more
-     abrupt. Range is [0.0, 6.0]. */
-    guidance?: number;
-    /** Beats per minute. Range is [60, 200]. */
-    bpm?: number;
-    /** Density of sounds. Range is [0.0, 1.0]. */
-    density?: number;
-    /** Brightness of the music. Range is [0.0, 1.0]. */
-    brightness?: number;
-    /** Scale of the generated music. */
-    scale?: Scale;
-    /** Whether the audio output should contain bass. */
-    muteBass?: boolean;
-    /** Whether the audio output should contain drums. */
-    muteDrums?: boolean;
-    /** Whether the audio output should contain only bass and drums. */
-    onlyBassAndDrums?: boolean;
-    /** The mode of music generation. Default mode is QUALITY. */
-    musicGenerationMode?: MusicGenerationMode;
-}
-
-/** The playback control signal to apply to the music generation. */
-export declare enum LiveMusicPlaybackControl {
-    /**
-     * This value is unused.
-     */
-    PLAYBACK_CONTROL_UNSPECIFIED = "PLAYBACK_CONTROL_UNSPECIFIED",
-    /**
-     * Start generating the music.
-     */
-    PLAY = "PLAY",
-    /**
-     * Hold the music generation. Use PLAY to resume from the current position.
-     */
-    PAUSE = "PAUSE",
-    /**
-     * Stop the music generation and reset the context (prompts retained).
-     Use PLAY to restart the music generation.
-     */
-    STOP = "STOP",
-    /**
-     * Reset the context of the music generation without stopping it.
-     Retains the current prompts and config.
-     */
-    RESET_CONTEXT = "RESET_CONTEXT"
-}
-
-/** Server update generated by the model in response to client messages.
-
- Content is generated as quickly as possible, and not in real time.
- Clients may choose to buffer and play it out in real time.
- */
-export declare interface LiveMusicServerContent {
-    /** The audio chunks that the model has generated. */
-    audioChunks?: AudioChunk[];
-}
-
-/** Response message for the LiveMusicClientMessage call. */
-export declare class LiveMusicServerMessage {
-    /** Message sent in response to a `LiveMusicClientSetup` message from the client.
-     Clients should wait for this message before sending any additional messages. */
-    setupComplete?: LiveMusicServerSetupComplete;
-    /** Content generated by the model in response to client messages. */
-    serverContent?: LiveMusicServerContent;
-    /** A prompt that was filtered with the reason. */
-    filteredPrompt?: LiveMusicFilteredPrompt;
-    /**
-     * Returns the first audio chunk from the server content, if present.
-     *
-     * @remarks
-     * If there are no audio chunks in the response, undefined will be returned.
-     */
-    get audioChunk(): AudioChunk | undefined;
-}
-
-/** Sent in response to a `LiveMusicClientSetup` message from the client. */
-export declare interface LiveMusicServerSetupComplete {
-}
-
-/**
- Represents a connection to the API.
-
- @experimental
- */
-export declare class LiveMusicSession {
-    readonly conn: WebSocket_2;
-    private readonly apiClient;
-    constructor(conn: WebSocket_2, apiClient: ApiClient);
-    /**
-     Sets inputs to steer music generation. Updates the session's current
-     weighted prompts.
-
-     @param params - Contains one property, `weightedPrompts`.
-
-     - `weightedPrompts` to send to the model; weights are normalized to
-     sum to 1.0.
-
-     @experimental
-     */
-    setWeightedPrompts(params: types.LiveMusicSetWeightedPromptsParameters): Promise<void>;
-    /**
-     Sets a configuration to the model. Updates the session's current
-     music generation config.
-
-     @param params - Contains one property, `musicGenerationConfig`.
-
-     - `musicGenerationConfig` to set in the model. Passing an empty or
-     undefined config to the model will reset the config to defaults.
-
-     @experimental
-     */
-    setMusicGenerationConfig(params: types.LiveMusicSetConfigParameters): Promise<void>;
-    private sendPlaybackControl;
-    /**
-     * Start the music stream.
-     *
-     * @experimental
-     */
-    play(): void;
-    /**
-     * Temporarily halt the music stream. Use `play` to resume from the current
-     * position.
-     *
-     * @experimental
-     */
-    pause(): void;
-    /**
-     * Stop the music stream and reset the state. Retains the current prompts
-     * and config.
-     *
-     * @experimental
-     */
-    stop(): void;
-    /**
-     * Resets the context of the music generation without stopping it.
-     * Retains the current prompts and config.
-     *
-     * @experimental
-     */
-    resetContext(): void;
-    /**
-     Terminates the WebSocket connection.
-
-     @experimental
-     */
-    close(): void;
-}
-
-/** Parameters for setting config for the live music API. */
-export declare interface LiveMusicSetConfigParameters {
-    /** Configuration for music generation. */
-    musicGenerationConfig: LiveMusicGenerationConfig;
-}
-
-/** Parameters for setting weighted prompts for the live music API. */
-export declare interface LiveMusicSetWeightedPromptsParameters {
-    /** A map of text prompts to weights to use for the generation request. */
-    weightedPrompts: WeightedPrompt[];
-}
-
-/** Prompts and config used for generating this audio chunk. */
-export declare interface LiveMusicSourceMetadata {
-    /** Weighted prompts for generating this audio chunk. */
-    clientContent?: LiveMusicClientContent;
-    /** Music generation config for generating this audio chunk. */
-    musicGenerationConfig?: LiveMusicGenerationConfig;
-}
-
-/** Parameters for sending client content to the live API. */
-export declare interface LiveSendClientContentParameters {
-    /** Client content to send to the session. */
-    turns?: ContentListUnion;
-    /** If true, indicates that the server content generation should start with
-     the currently accumulated prompt. Otherwise, the server will await
-     additional messages before starting generation. */
-    turnComplete?: boolean;
-}
-
-/** Parameters for sending realtime input to the live API. */
-export declare interface LiveSendRealtimeInputParameters {
-    /** Realtime input to send to the session. */
-    media?: BlobImageUnion;
-    /** The realtime audio input stream. */
-    audio?: Blob_2;
-    /**
-     Indicates that the audio stream has ended, e.g. because the microphone was
-     turned off.
-
-     This should only be sent when automatic activity detection is enabled
-     (which is the default).
-
-     The client can reopen the stream by sending an audio message.
-     */
-    audioStreamEnd?: boolean;
-    /** The realtime video input stream. */
-    video?: BlobImageUnion;
-    /** The realtime text input stream. */
-    text?: string;
-    /** Marks the start of user activity. */
-    activityStart?: ActivityStart;
-    /** Marks the end of user activity. */
-    activityEnd?: ActivityEnd;
-}
-
-/** Parameters for sending tool responses to the live API. */
-export declare class LiveSendToolResponseParameters {
-    /** Tool responses to send to the session. */
-    functionResponses: FunctionResponse[] | FunctionResponse;
-}
-
-/** Incremental server update generated by the model in response to client messages.
-
- Content is generated as quickly as possible, and not in real time. Clients
- may choose to buffer and play it out in real time.
- */
-export declare interface LiveServerContent {
-    /** The content that the model has generated as part of the current conversation with the user. */
-    modelTurn?: Content;
-    /** If true, indicates that the model is done generating. Generation will only start in response to additional client messages. Can be set alongside `content`, indicating that the `content` is the last in the turn. */
-    turnComplete?: boolean;
-    /** If true, indicates that a client message has interrupted current model generation. If the client is playing out the content in realtime, this is a good signal to stop and empty the current queue. */
-    interrupted?: boolean;
-    /** Metadata returned to client when grounding is enabled. */
-    groundingMetadata?: GroundingMetadata;
-    /** If true, indicates that the model is done generating. When model is
-     interrupted while generating there will be no generation_complete message
-     in interrupted turn, it will go through interrupted > turn_complete.
-     When model assumes realtime playback there will be delay between
-     generation_complete and turn_complete that is caused by model
-     waiting for playback to finish. If true, indicates that the model
-     has finished generating all content. This is a signal to the client
-     that it can stop sending messages. */
-    generationComplete?: boolean;
-    /** Input transcription. The transcription is independent to the model
-     turn which means it doesn’t imply any ordering between transcription and
-     model turn. */
-    inputTranscription?: Transcription;
-    /** Output transcription. The transcription is independent to the model
-     turn which means it doesn’t imply any ordering between transcription and
-     model turn.
-     */
-    outputTranscription?: Transcription;
-    /** Metadata related to url context retrieval tool. */
-    urlContextMetadata?: UrlContextMetadata;
-}
-
-/** Server will not be able to service client soon. */
-export declare interface LiveServerGoAway {
-    /** The remaining time before the connection will be terminated as ABORTED. The minimal time returned here is specified differently together with the rate limits for a given model. */
-    timeLeft?: string;
-}
-
-/** Response message for API call. */
-export declare class LiveServerMessage {
-    /** Sent in response to a `LiveClientSetup` message from the client. */
-    setupComplete?: LiveServerSetupComplete;
-    /** Content generated by the model in response to client messages. */
-    serverContent?: LiveServerContent;
-    /** Request for the client to execute the `function_calls` and return the responses with the matching `id`s. */
-    toolCall?: LiveServerToolCall;
-    /** Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled. */
-    toolCallCancellation?: LiveServerToolCallCancellation;
-    /** Usage metadata about model response(s). */
-    usageMetadata?: UsageMetadata;
-    /** Server will disconnect soon. */
-    goAway?: LiveServerGoAway;
-    /** Update of the session resumption state. */
-    sessionResumptionUpdate?: LiveServerSessionResumptionUpdate;
-    /**
-     * Returns the concatenation of all text parts from the server content if present.
-     *
-     * @remarks
-     * If there are non-text parts in the response, the concatenation of all text
-     * parts will be returned, and a warning will be logged.
-     */
-    get text(): string | undefined;
-    /**
-     * Returns the concatenation of all inline data parts from the server content if present.
-     *
-     * @remarks
-     * If there are non-inline data parts in the
-     * response, the concatenation of all inline data parts will be returned, and
-     * a warning will be logged.
-     */
-    get data(): string | undefined;
-}
-
-/** Update of the session resumption state.
-
- Only sent if `session_resumption` was set in the connection config.
- */
-export declare interface LiveServerSessionResumptionUpdate {
-    /** New handle that represents state that can be resumed. Empty if `resumable`=false. */
-    newHandle?: string;
-    /** True if session can be resumed at this point. It might be not possible to resume session at some points. In that case we send update empty new_handle and resumable=false. Example of such case could be model executing function calls or just generating. Resuming session (using previous session token) in such state will result in some data loss. */
-    resumable?: boolean;
-    /** Index of last message sent by client that is included in state represented by this SessionResumptionToken. Only sent when `SessionResumptionConfig.transparent` is set.
-
-     Presence of this index allows users to transparently reconnect and avoid issue of losing some part of realtime audio input/video. If client wishes to temporarily disconnect (for example as result of receiving GoAway) they can do it without losing state by buffering messages sent since last `SessionResmumptionTokenUpdate`. This field will enable them to limit buffering (avoid keeping all requests in RAM).
-
-     Note: This should not be used for when resuming a session at some time later -- in those cases partial audio and video frames arelikely not needed. */
-    lastConsumedClientMessageIndex?: string;
-}
-
-export declare interface LiveServerSetupComplete {
-}
-
-/** Request for the client to execute the `function_calls` and return the responses with the matching `id`s. */
-export declare interface LiveServerToolCall {
-    /** The function call to be executed. */
-    functionCalls?: FunctionCall[];
-}
-
-/** Notification for the client that a previously issued `ToolCallMessage` with the specified `id`s should have been not executed and should be cancelled.
-
- If there were side-effects to those tool calls, clients may attempt to undo
- the tool calls. This message occurs only in cases where the clients interrupt
- server turns.
- */
-export declare interface LiveServerToolCallCancellation {
-    /** The ids of the tool calls to be cancelled. */
-    ids?: string[];
-}
-
-/** Logprobs Result */
-export declare interface LogprobsResult {
-    /** Length = total number of decoding steps. The chosen candidates may or may not be in top_candidates. */
-    chosenCandidates?: LogprobsResultCandidate[];
-    /** Length = total number of decoding steps. */
-    topCandidates?: LogprobsResultTopCandidates[];
-}
-
-/** Candidate for the logprobs token and score. */
-export declare interface LogprobsResultCandidate {
-    /** The candidate's log probability. */
-    logProbability?: number;
-    /** The candidate's token string value. */
-    token?: string;
-    /** The candidate's token id value. */
-    tokenId?: number;
-}
-
-/** Candidates with top log probabilities at each decoding step. */
-export declare interface LogprobsResultTopCandidates {
-    /** Sorted by log probability in descending order. */
-    candidates?: LogprobsResultCandidate[];
-}
-
-/** Configuration for a Mask reference image. */
-export declare interface MaskReferenceConfig {
-    /** Prompts the model to generate a mask instead of you needing to
-     provide one (unless MASK_MODE_USER_PROVIDED is used). */
-    maskMode?: MaskReferenceMode;
-    /** A list of up to 5 class ids to use for semantic segmentation.
-     Automatically creates an image mask based on specific objects. */
-    segmentationClasses?: number[];
-    /** Dilation percentage of the mask provided.
-     Float between 0 and 1. */
-    maskDilation?: number;
-}
-
-/** A mask reference image.
-
- This encapsulates either a mask image provided by the user and configs for
- the user provided mask, or only config parameters for the model to generate
- a mask.
-
- A mask image is an image whose non-zero values indicate where to edit the base
- image. If the user provides a mask image, the mask must be in the same
- dimensions as the raw image.
- */
-export declare class MaskReferenceImage {
-    /** The reference image for the editing operation. */
-    referenceImage?: Image_2;
-    /** The id of the reference image. */
-    referenceId?: number;
-    /** The type of the reference image. Only set by the SDK. */
-    referenceType?: string;
-    /** Configuration for the mask reference image. */
-    config?: MaskReferenceConfig;
-    /** Internal method to convert to ReferenceImageAPIInternal. */
-    toReferenceImageAPI(): any;
-}
-
-/** Enum representing the mask mode of a mask reference image. */
-export declare enum MaskReferenceMode {
-    MASK_MODE_DEFAULT = "MASK_MODE_DEFAULT",
-    MASK_MODE_USER_PROVIDED = "MASK_MODE_USER_PROVIDED",
-    MASK_MODE_BACKGROUND = "MASK_MODE_BACKGROUND",
-    MASK_MODE_FOREGROUND = "MASK_MODE_FOREGROUND",
-    MASK_MODE_SEMANTIC = "MASK_MODE_SEMANTIC"
-}
-
-/**
- * Creates a McpCallableTool from MCP clients and an optional config.
- *
- * The callable tool can invoke the MCP clients with given function call
- * arguments. (often for automatic function calling).
- * Use the config to modify tool parameters such as behavior.
- *
- * @experimental Built-in MCP support is an experimental feature, may change in future
- * versions.
- */
-export declare function mcpToTool(...args: [...Client[], CallableToolConfig | Client]): CallableTool;
-
-/** Server content modalities. */
-export declare enum MediaModality {
-    /**
-     * The modality is unspecified.
-     */
-    MODALITY_UNSPECIFIED = "MODALITY_UNSPECIFIED",
-    /**
-     * Plain text.
-     */
-    TEXT = "TEXT",
-    /**
-     * Images.
-     */
-    IMAGE = "IMAGE",
-    /**
-     * Video.
-     */
-    VIDEO = "VIDEO",
-    /**
-     * Audio.
-     */
-    AUDIO = "AUDIO",
-    /**
-     * Document, e.g. PDF.
-     */
-    DOCUMENT = "DOCUMENT"
-}
-
-/** The media resolution to use. */
-export declare enum MediaResolution {
-    /**
-     * Media resolution has not been set
-     */
-    MEDIA_RESOLUTION_UNSPECIFIED = "MEDIA_RESOLUTION_UNSPECIFIED",
-    /**
-     * Media resolution set to low (64 tokens).
-     */
-    MEDIA_RESOLUTION_LOW = "MEDIA_RESOLUTION_LOW",
-    /**
-     * Media resolution set to medium (256 tokens).
-     */
-    MEDIA_RESOLUTION_MEDIUM = "MEDIA_RESOLUTION_MEDIUM",
-    /**
-     * Media resolution set to high (zoomed reframing with 256 tokens).
-     */
-    MEDIA_RESOLUTION_HIGH = "MEDIA_RESOLUTION_HIGH"
-}
-
-/** Server content modalities. */
-export declare enum Modality {
-    /**
-     * The modality is unspecified.
-     */
-    MODALITY_UNSPECIFIED = "MODALITY_UNSPECIFIED",
-    /**
-     * Indicates the model should return text
-     */
-    TEXT = "TEXT",
-    /**
-     * Indicates the model should return images.
-     */
-    IMAGE = "IMAGE",
-    /**
-     * Indicates the model should return images.
-     */
-    AUDIO = "AUDIO"
-}
-
-/** Represents token counting info for a single modality. */
-export declare interface ModalityTokenCount {
-    /** The modality associated with this token count. */
-    modality?: MediaModality;
-    /** Number of tokens. */
-    tokenCount?: number;
-}
-
-/** The mode of the predictor to be used in dynamic retrieval. */
-export declare enum Mode {
-    /**
-     * Always trigger retrieval.
-     */
-    MODE_UNSPECIFIED = "MODE_UNSPECIFIED",
-    /**
-     * Run retrieval only when system decides it is necessary.
-     */
-    MODE_DYNAMIC = "MODE_DYNAMIC"
-}
-
-/** A trained machine learning model. */
-export declare interface Model {
-    /** Resource name of the model. */
-    name?: string;
-    /** Display name of the model. */
-    displayName?: string;
-    /** Description of the model. */
-    description?: string;
-    /** Version ID of the model. A new version is committed when a new
-     model version is uploaded or trained under an existing model ID. The
-     version ID is an auto-incrementing decimal number in string
-     representation. */
-    version?: string;
-    /** List of deployed models created from this base model. Note that a
-     model could have been deployed to endpoints in different locations. */
-    endpoints?: Endpoint[];
-    /** Labels with user-defined metadata to organize your models. */
-    labels?: Record<string, string>;
-    /** Information about the tuned model from the base model. */
-    tunedModelInfo?: TunedModelInfo;
-    /** The maximum number of input tokens that the model can handle. */
-    inputTokenLimit?: number;
-    /** The maximum number of output tokens that the model can generate. */
-    outputTokenLimit?: number;
-    /** List of actions that are supported by the model. */
-    supportedActions?: string[];
-    /** The default checkpoint id of a model version.
-     */
-    defaultCheckpointId?: string;
-    /** The checkpoints of the model. */
-    checkpoints?: Checkpoint[];
-}
-
-export declare class Models extends BaseModule {
-    private readonly apiClient;
-    constructor(apiClient: ApiClient);
-    /**
-     * Makes an API request to generate content with a given model.
-     *
-     * For the `model` parameter, supported formats for Vertex AI API include:
-     * - The Gemini model ID, for example: 'gemini-2.0-flash'
-     * - The full resource name starts with 'projects/', for example:
-     *  'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash'
-     * - The partial resource name with 'publishers/', for example:
-     *  'publishers/google/models/gemini-2.0-flash' or
-     *  'publishers/meta/models/llama-3.1-405b-instruct-maas'
-     * - `/` separated publisher and model name, for example:
-     * 'google/gemini-2.0-flash' or 'meta/llama-3.1-405b-instruct-maas'
-     *
-     * For the `model` parameter, supported formats for Gemini API include:
-     * - The Gemini model ID, for example: 'gemini-2.0-flash'
-     * - The model name starts with 'models/', for example:
-     *  'models/gemini-2.0-flash'
-     * - For tuned models, the model name starts with 'tunedModels/',
-     * for example:
-     * 'tunedModels/1234567890123456789'
-     *
-     * Some models support multimodal input and output.
-     *
-     * @param params - The parameters for generating content.
-     * @return The response from generating content.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.generateContent({
-     *   model: 'gemini-2.0-flash',
-     *   contents: 'why is the sky blue?',
-     *   config: {
-     *     candidateCount: 2,
-     *   }
-     * });
-     * console.log(response);
-     * ```
-     */
-    generateContent: (params: types.GenerateContentParameters) => Promise<types.GenerateContentResponse>;
-    /**
-     * Makes an API request to generate content with a given model and yields the
-     * response in chunks.
-     *
-     * For the `model` parameter, supported formats for Vertex AI API include:
-     * - The Gemini model ID, for example: 'gemini-2.0-flash'
-     * - The full resource name starts with 'projects/', for example:
-     *  'projects/my-project-id/locations/us-central1/publishers/google/models/gemini-2.0-flash'
-     * - The partial resource name with 'publishers/', for example:
-     *  'publishers/google/models/gemini-2.0-flash' or
-     *  'publishers/meta/models/llama-3.1-405b-instruct-maas'
-     * - `/` separated publisher and model name, for example:
-     * 'google/gemini-2.0-flash' or 'meta/llama-3.1-405b-instruct-maas'
-     *
-     * For the `model` parameter, supported formats for Gemini API include:
-     * - The Gemini model ID, for example: 'gemini-2.0-flash'
-     * - The model name starts with 'models/', for example:
-     *  'models/gemini-2.0-flash'
-     * - For tuned models, the model name starts with 'tunedModels/',
-     * for example:
-     *  'tunedModels/1234567890123456789'
-     *
-     * Some models support multimodal input and output.
-     *
-     * @param params - The parameters for generating content with streaming response.
-     * @return The response from generating content.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.generateContentStream({
-     *   model: 'gemini-2.0-flash',
-     *   contents: 'why is the sky blue?',
-     *   config: {
-     *     maxOutputTokens: 200,
-     *   }
-     * });
-     * for await (const chunk of response) {
-     *   console.log(chunk);
-     * }
-     * ```
-     */
-    generateContentStream: (params: types.GenerateContentParameters) => Promise<AsyncGenerator<types.GenerateContentResponse>>;
-    /**
-     * Transforms the CallableTools in the parameters to be simply Tools, it
-     * copies the params into a new object and replaces the tools, it does not
-     * modify the original params. Also sets the MCP usage header if there are
-     * MCP tools in the parameters.
-     */
-    private processParamsForMcpUsage;
-    private initAfcToolsMap;
-    private processAfcStream;
-    /**
-     * Generates an image based on a text description and configuration.
-     *
-     * @param params - The parameters for generating images.
-     * @return The response from the API.
-     *
-     * @example
-     * ```ts
-     * const response = await client.models.generateImages({
-     *  model: 'imagen-3.0-generate-002',
-     *  prompt: 'Robot holding a red skateboard',
-     *  config: {
-     *    numberOfImages: 1,
-     *    includeRaiReason: true,
-     *  },
-     * });
-     * console.log(response?.generatedImages?.[0]?.image?.imageBytes);
-     * ```
-     */
-    generateImages: (params: types.GenerateImagesParameters) => Promise<types.GenerateImagesResponse>;
-    list: (params?: types.ListModelsParameters) => Promise<Pager<types.Model>>;
-    /**
-     * Edits an image based on a prompt, list of reference images, and configuration.
-     *
-     * @param params - The parameters for editing an image.
-     * @return The response from the API.
-     *
-     * @example
-     * ```ts
-     * const response = await client.models.editImage({
-     *  model: 'imagen-3.0-capability-001',
-     *  prompt: 'Generate an image containing a mug with the product logo [1] visible on the side of the mug.',
-     *  referenceImages: [subjectReferenceImage]
-     *  config: {
-     *    numberOfImages: 1,
-     *    includeRaiReason: true,
-     *  },
-     * });
-     * console.log(response?.generatedImages?.[0]?.image?.imageBytes);
-     * ```
-     */
-    editImage: (params: types.EditImageParameters) => Promise<types.EditImageResponse>;
-    /**
-     * Upscales an image based on an image, upscale factor, and configuration.
-     * Only supported in Vertex AI currently.
-     *
-     * @param params - The parameters for upscaling an image.
-     * @return The response from the API.
-     *
-     * @example
-     * ```ts
-     * const response = await client.models.upscaleImage({
-     *  model: 'imagen-3.0-generate-002',
-     *  image: image,
-     *  upscaleFactor: 'x2',
-     *  config: {
-     *    includeRaiReason: true,
-     *  },
-     * });
-     * console.log(response?.generatedImages?.[0]?.image?.imageBytes);
-     * ```
-     */
-    upscaleImage: (params: types.UpscaleImageParameters) => Promise<types.UpscaleImageResponse>;
-    private generateContentInternal;
-    private generateContentStreamInternal;
-    /**
-     * Calculates embeddings for the given contents. Only text is supported.
-     *
-     * @param params - The parameters for embedding contents.
-     * @return The response from the API.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.embedContent({
-     *  model: 'text-embedding-004',
-     *  contents: [
-     *    'What is your name?',
-     *    'What is your favorite color?',
-     *  ],
-     *  config: {
-     *    outputDimensionality: 64,
-     *  },
-     * });
-     * console.log(response);
-     * ```
-     */
-    embedContent(params: types.EmbedContentParameters): Promise<types.EmbedContentResponse>;
-    /**
-     * Generates an image based on a text description and configuration.
-     *
-     * @param params - The parameters for generating images.
-     * @return The response from the API.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.generateImages({
-     *  model: 'imagen-3.0-generate-002',
-     *  prompt: 'Robot holding a red skateboard',
-     *  config: {
-     *    numberOfImages: 1,
-     *    includeRaiReason: true,
-     *  },
-     * });
-     * console.log(response?.generatedImages?.[0]?.image?.imageBytes);
-     * ```
-     */
-    private generateImagesInternal;
-    private editImageInternal;
-    private upscaleImageInternal;
-    /**
-     * Fetches information about a model by name.
-     *
-     * @example
-     * ```ts
-     * const modelInfo = await ai.models.get({model: 'gemini-2.0-flash'});
-     * ```
-     */
-    get(params: types.GetModelParameters): Promise<types.Model>;
-    private listInternal;
-    /**
-     * Updates a tuned model by its name.
-     *
-     * @param params - The parameters for updating the model.
-     * @return The response from the API.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.update({
-     *   model: 'tuned-model-name',
-     *   config: {
-     *     displayName: 'New display name',
-     *     description: 'New description',
-     *   },
-     * });
-     * ```
-     */
-    update(params: types.UpdateModelParameters): Promise<types.Model>;
-    /**
-     * Deletes a tuned model by its name.
-     *
-     * @param params - The parameters for deleting the model.
-     * @return The response from the API.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.delete({model: 'tuned-model-name'});
-     * ```
-     */
-    delete(params: types.DeleteModelParameters): Promise<types.DeleteModelResponse>;
-    /**
-     * Counts the number of tokens in the given contents. Multimodal input is
-     * supported for Gemini models.
-     *
-     * @param params - The parameters for counting tokens.
-     * @return The response from the API.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.countTokens({
-     *  model: 'gemini-2.0-flash',
-     *  contents: 'The quick brown fox jumps over the lazy dog.'
-     * });
-     * console.log(response);
-     * ```
-     */
-    countTokens(params: types.CountTokensParameters): Promise<types.CountTokensResponse>;
-    /**
-     * Given a list of contents, returns a corresponding TokensInfo containing
-     * the list of tokens and list of token ids.
-     *
-     * This method is not supported by the Gemini Developer API.
-     *
-     * @param params - The parameters for computing tokens.
-     * @return The response from the API.
-     *
-     * @example
-     * ```ts
-     * const response = await ai.models.computeTokens({
-     *  model: 'gemini-2.0-flash',
-     *  contents: 'What is your name?'
-     * });
-     * console.log(response);
-     * ```
-     */
-    computeTokens(params: types.ComputeTokensParameters): Promise<types.ComputeTokensResponse>;
-    /**
-     *  Generates videos based on a text description and configuration.
-     *
-     * @param params - The parameters for generating videos.
-     * @return A Promise<GenerateVideosOperation> which allows you to track the progress and eventually retrieve the generated videos using the operations.get method.
-     *
-     * @example
-     * ```ts
-     * const operation = await ai.models.generateVideos({
-     *  model: 'veo-2.0-generate-001',
-     *  prompt: 'A neon hologram of a cat driving at top speed',
-     *  config: {
-     *    numberOfVideos: 1
-     * });
-     *
-     * while (!operation.done) {
-     *   await new Promise(resolve => setTimeout(resolve, 10000));
-     *   operation = await ai.operations.getVideosOperation({operation: operation});
-     * }
-     *
-     * console.log(operation.response?.generatedVideos?.[0]?.video?.uri);
-     * ```
-     */
-    generateVideos(params: types.GenerateVideosParameters): Promise<types.GenerateVideosOperation>;
-}
-
-/** Config for model selection. */
-export declare interface ModelSelectionConfig {
-    /** Options for feature selection preference. */
-    featureSelectionPreference?: FeatureSelectionPreference;
-}
-
-/** The configuration for the multi-speaker setup. */
-export declare interface MultiSpeakerVoiceConfig {
-    /** The configuration for the speaker to use. */
-    speakerVoiceConfigs?: SpeakerVoiceConfig[];
-}
-
-/** The mode of music generation. */
-export declare enum MusicGenerationMode {
-    /**
-     * This value is unused.
-     */
-    MUSIC_GENERATION_MODE_UNSPECIFIED = "MUSIC_GENERATION_MODE_UNSPECIFIED",
-    /**
-     * Steer text prompts to regions of latent space with higher quality
-     music.
-     */
-    QUALITY = "QUALITY",
-    /**
-     * Steer text prompts to regions of latent space with a larger diversity
-     of music.
-     */
-    DIVERSITY = "DIVERSITY"
-}
-
-/** A long-running operation. */
-export declare interface Operation {
-    /** The server-assigned name, which is only unique within the same service that originally returns it. If you use the default HTTP mapping, the `name` should be a resource name ending with `operations/{unique_id}`. */
-    name?: string;
-    /** Service-specific metadata associated with the operation. It typically contains progress information and common metadata such as create time. Some services might not provide such metadata.  Any method that returns a long-running operation should document the metadata type, if any. */
-    metadata?: Record<string, unknown>;
-    /** If the value is `false`, it means the operation is still in progress. If `true`, the operation is completed, and either `error` or `response` is available. */
-    done?: boolean;
-    /** The error result of the operation in case of failure or cancellation. */
-    error?: Record<string, unknown>;
-}
-
-/** Parameters for the get method of the operations module. */
-export declare interface OperationGetParameters {
-    /** The operation to be retrieved. */
-    operation: GenerateVideosOperation;
-    /** Used to override the default configuration. */
-    config?: GetOperationConfig;
-}
-
-export declare class Operations extends BaseModule {
-    private readonly apiClient;
-    constructor(apiClient: ApiClient);
-    /**
-     * Gets the status of a long-running operation.
-     *
-     * @param parameters The parameters for the get operation request.
-     * @return The updated Operation object, with the latest status or result.
-     */
-    getVideosOperation(parameters: types.OperationGetParameters): Promise<types.GenerateVideosOperation>;
-    private getVideosOperationInternal;
-    private fetchPredictVideosOperationInternal;
-}
-
-/**
- * @license
- * Copyright 2025 Google LLC
- * SPDX-License-Identifier: Apache-2.0
- */
-/** Required. Outcome of the code execution. */
-export declare enum Outcome {
-    /**
-     * Unspecified status. This value should not be used.
-     */
-    OUTCOME_UNSPECIFIED = "OUTCOME_UNSPECIFIED",
-    /**
-     * Code execution completed successfully.
-     */
-    OUTCOME_OK = "OUTCOME_OK",
-    /**
-     * Code execution finished but with a failure. `stderr` should contain the reason.
-     */
-    OUTCOME_FAILED = "OUTCOME_FAILED",
-    /**
-     * Code execution ran for too long, and was cancelled. There may or may not be a partial output present.
-     */
-    OUTCOME_DEADLINE_EXCEEDED = "OUTCOME_DEADLINE_EXCEEDED"
-}
-
-/**
- * @license
- * Copyright 2025 Google LLC
- * SPDX-License-Identifier: Apache-2.0
- */
-/**
- * Pagers for the GenAI List APIs.
- */
-export declare enum PagedItem {
-    PAGED_ITEM_BATCH_JOBS = "batchJobs",
-    PAGED_ITEM_MODELS = "models",
-    PAGED_ITEM_TUNING_JOBS = "tuningJobs",
-    PAGED_ITEM_FILES = "files",
-    PAGED_ITEM_CACHED_CONTENTS = "cachedContents"
-}
-
-declare interface PagedItemConfig {
-    config?: {
-        pageToken?: string;
-        pageSize?: number;
-    };
-}
-
-declare interface PagedItemResponse<T> {
-    nextPageToken?: string;
-    batchJobs?: T[];
-    models?: T[];
-    tuningJobs?: T[];
-    files?: T[];
-    cachedContents?: T[];
-}
-
-/**
- * Pager class for iterating through paginated results.
- */
-export declare class Pager<T> implements AsyncIterable<T> {
-    private nameInternal;
-    private pageInternal;
-    private paramsInternal;
-    private pageInternalSize;
-    protected requestInternal: (params: PagedItemConfig) => Promise<PagedItemResponse<T>>;
-    protected idxInternal: number;
-    constructor(name: PagedItem, request: (params: PagedItemConfig) => Promise<PagedItemResponse<T>>, response: PagedItemResponse<T>, params: PagedItemConfig);
-    private init;
-    private initNextPage;
-    /**
-     * Returns the current page, which is a list of items.
-     *
-     * @remarks
-     * The first page is retrieved when the pager is created. The returned list of
-     * items could be a subset of the entire list.
-     */
-    get page(): T[];
-    /**
-     * Returns the type of paged item (for example, ``batch_jobs``).
-     */
-    get name(): PagedItem;
-    /**
-     * Returns the length of the page fetched each time by this pager.
-     *
-     * @remarks
-     * The number of items in the page is less than or equal to the page length.
-     */
-    get pageSize(): number;
-    /**
-     * Returns the parameters when making the API request for the next page.
-     *
-     * @remarks
-     * Parameters contain a set of optional configs that can be
-     * used to customize the API request. For example, the `pageToken` parameter
-     * contains the token to request the next page.
-     */
-    get params(): PagedItemConfig;
-    /**
-     * Returns the total number of items in the current page.
-     */
-    get pageLength(): number;
-    /**
-     * Returns the item at the given index.
-     */
-    getItem(index: number): T;
-    /**
-     * Returns an async iterator that support iterating through all items
-     * retrieved from the API.
-     *
-     * @remarks
-     * The iterator will automatically fetch the next page if there are more items
-     * to fetch from the API.
-     *
-     * @example
-     *
-     * ```ts
-     * const pager = await ai.files.list({config: {pageSize: 10}});
-     * for await (const file of pager) {
-     *   console.log(file.name);
-     * }
-     * ```
-     */
-    [Symbol.asyncIterator](): AsyncIterator<T>;
-    /**
-     * Fetches the next page of items. This makes a new API request.
-     *
-     * @throws {Error} If there are no more pages to fetch.
-     *
-     * @example
-     *
-     * ```ts
-     * const pager = await ai.files.list({config: {pageSize: 10}});
-     * let page = pager.page;
-     * while (true) {
-     *   for (const file of page) {
-     *     console.log(file.name);
-     *   }
-     *   if (!pager.hasNextPage()) {
-     *     break;
-     *   }
-     *   page = await pager.nextPage();
-     * }
-     * ```
-     */
-    nextPage(): Promise<T[]>;
-    /**
-     * Returns true if there are more pages to fetch from the API.
-     */
-    hasNextPage(): boolean;
-}
-
-/** A datatype containing media content.
-
- Exactly one field within a Part should be set, representing the specific type
- of content being conveyed. Using multiple fields within the same `Part`
- instance is considered invalid.
- */
-export declare interface Part {
-    /** Metadata for a given video. */
-    videoMetadata?: VideoMetadata;
-    /** Indicates if the part is thought from the model. */
-    thought?: boolean;
-    /** Optional. Inlined bytes data. */
-    inlineData?: Blob_2;
-    /** Optional. Result of executing the [ExecutableCode]. */
-    codeExecutionResult?: CodeExecutionResult;
-    /** Optional. Code generated by the model that is meant to be executed. */
-    executableCode?: ExecutableCode;
-    /** Optional. URI based data. */
-    fileData?: FileData;
-    /** Optional. A predicted [FunctionCall] returned from the model that contains a string representing the [FunctionDeclaration.name] with the parameters and their values. */
-    functionCall?: FunctionCall;
-    /** Optional. The result output of a [FunctionCall] that contains a string representing the [FunctionDeclaration.name] and a structured JSON object containing any output from the function call. It is used as context to the model. */
-    functionResponse?: FunctionResponse;
-    /** Optional. Text part (can be code). */
-    text?: string;
-}
-
-export declare type PartListUnion = PartUnion[] | PartUnion;
-
-/** Tuning spec for Partner models. */
-export declare interface PartnerModelTuningSpec {
-    /** Hyperparameters for tuning. The accepted hyper_parameters and their valid range of values will differ depending on the base model. */
-    hyperParameters?: Record<string, unknown>;
-    /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */
-    trainingDatasetUri?: string;
-    /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */
-    validationDatasetUri?: string;
-}
-
-export declare type PartUnion = Part | string;
-
-/** Enum that controls the generation of people. */
-export declare enum PersonGeneration {
-    DONT_ALLOW = "DONT_ALLOW",
-    ALLOW_ADULT = "ALLOW_ADULT",
-    ALLOW_ALL = "ALLOW_ALL"
-}
-
-/** The configuration for the prebuilt speaker to use. */
-export declare interface PrebuiltVoiceConfig {
-    /** The name of the prebuilt voice to use. */
-    voiceName?: string;
-}
-
-/** Config for proactivity features. */
-export declare interface ProactivityConfig {
-    /** If enabled, the model can reject responding to the last prompt. For
-     example, this allows the model to ignore out of context speech or to stay
-     silent if the user did not make a request, yet. */
-    proactiveAudio?: boolean;
-}
-
-/** Specifies the context retrieval config. */
-export declare interface RagRetrievalConfig {
-    /** Optional. Config for filters. */
-    filter?: RagRetrievalConfigFilter;
-    /** Optional. Config for Hybrid Search. */
-    hybridSearch?: RagRetrievalConfigHybridSearch;
-    /** Optional. Config for ranking and reranking. */
-    ranking?: RagRetrievalConfigRanking;
-    /** Optional. The number of contexts to retrieve. */
-    topK?: number;
-}
-
-/** Config for filters. */
-export declare interface RagRetrievalConfigFilter {
-    /** Optional. String for metadata filtering. */
-    metadataFilter?: string;
-    /** Optional. Only returns contexts with vector distance smaller than the threshold. */
-    vectorDistanceThreshold?: number;
-    /** Optional. Only returns contexts with vector similarity larger than the threshold. */
-    vectorSimilarityThreshold?: number;
-}
-
-/** Config for Hybrid Search. */
-export declare interface RagRetrievalConfigHybridSearch {
-    /** Optional. Alpha value controls the weight between dense and sparse vector search results. The range is [0, 1], while 0 means sparse vector search only and 1 means dense vector search only. The default value is 0.5 which balances sparse and dense vector search equally. */
-    alpha?: number;
-}
-
-/** Config for ranking and reranking. */
-export declare interface RagRetrievalConfigRanking {
-    /** Optional. Config for LlmRanker. */
-    llmRanker?: RagRetrievalConfigRankingLlmRanker;
-    /** Optional. Config for Rank Service. */
-    rankService?: RagRetrievalConfigRankingRankService;
-}
-
-/** Config for LlmRanker. */
-export declare interface RagRetrievalConfigRankingLlmRanker {
-    /** Optional. The model name used for ranking. Format: `gemini-1.5-pro` */
-    modelName?: string;
-}
-
-/** Config for Rank Service. */
-export declare interface RagRetrievalConfigRankingRankService {
-    /** Optional. The model name of the rank service. Format: `semantic-ranker-512@latest` */
-    modelName?: string;
-}
-
-/** A raw reference image.
-
- A raw reference image represents the base image to edit, provided by the user.
- It can optionally be provided in addition to a mask reference image or
- a style reference image.
- */
-export declare class RawReferenceImage {
-    /** The reference image for the editing operation. */
-    referenceImage?: Image_2;
-    /** The id of the reference image. */
-    referenceId?: number;
-    /** The type of the reference image. Only set by the SDK. */
-    referenceType?: string;
-    /** Internal method to convert to ReferenceImageAPIInternal. */
-    toReferenceImageAPI(): any;
-}
-
-/** Marks the end of user activity.
-
- This can only be sent if automatic (i.e. server-side) activity detection is
- disabled.
- */
-export declare interface RealtimeInputConfig {
-    /** If not set, automatic activity detection is enabled by default. If automatic voice detection is disabled, the client must send activity signals. */
-    automaticActivityDetection?: AutomaticActivityDetection;
-    /** Defines what effect activity has. */
-    activityHandling?: ActivityHandling;
-    /** Defines which input is included in the user's turn. */
-    turnCoverage?: TurnCoverage;
-}
-
-export declare type ReferenceImage = RawReferenceImage | MaskReferenceImage | ControlReferenceImage | StyleReferenceImage | SubjectReferenceImage;
-
-/** Represents a recorded session. */
-export declare interface ReplayFile {
-    replayId?: string;
-    interactions?: ReplayInteraction[];
-}
-
-/** Represents a single interaction, request and response in a replay. */
-export declare interface ReplayInteraction {
-    request?: ReplayRequest;
-    response?: ReplayResponse;
-}
-
-/** Represents a single request in a replay. */
-export declare interface ReplayRequest {
-    method?: string;
-    url?: string;
-    headers?: Record<string, string>;
-    bodySegments?: Record<string, unknown>[];
-}
-
-/** Represents a single response in a replay. */
-export declare class ReplayResponse {
-    statusCode?: number;
-    headers?: Record<string, string>;
-    bodySegments?: Record<string, unknown>[];
-    sdkResponseSegments?: Record<string, unknown>[];
-}
-
-/** Defines a retrieval tool that model can call to access external knowledge. */
-export declare interface Retrieval {
-    /** Optional. Deprecated. This option is no longer supported. */
-    disableAttribution?: boolean;
-    /** Set to use data source powered by Vertex AI Search. */
-    vertexAiSearch?: VertexAISearch;
-    /** Set to use data source powered by Vertex RAG store. User data is uploaded via the VertexRagDataService. */
-    vertexRagStore?: VertexRagStore;
-}
-
-/** Retrieval config.
- */
-export declare interface RetrievalConfig {
-    /** Optional. The location of the user. */
-    latLng?: LatLng;
-}
-
-/** Metadata related to retrieval in the grounding flow. */
-export declare interface RetrievalMetadata {
-    /** Optional. Score indicating how likely information from Google Search could help answer the prompt. The score is in the range `[0, 1]`, where 0 is the least likely and 1 is the most likely. This score is only populated when Google Search grounding and dynamic retrieval is enabled. It will be compared to the threshold to determine whether to trigger Google Search. */
-    googleSearchDynamicRetrievalScore?: number;
-}
-
-/** Safety attributes of a GeneratedImage or the user-provided prompt. */
-export declare interface SafetyAttributes {
-    /** List of RAI categories.
-     */
-    categories?: string[];
-    /** List of scores of each categories.
-     */
-    scores?: number[];
-    /** Internal use only.
-     */
-    contentType?: string;
-}
-
-/** Enum that controls the safety filter level for objectionable content. */
-export declare enum SafetyFilterLevel {
-    BLOCK_LOW_AND_ABOVE = "BLOCK_LOW_AND_ABOVE",
-    BLOCK_MEDIUM_AND_ABOVE = "BLOCK_MEDIUM_AND_ABOVE",
-    BLOCK_ONLY_HIGH = "BLOCK_ONLY_HIGH",
-    BLOCK_NONE = "BLOCK_NONE"
-}
-
-/** Safety rating corresponding to the generated content. */
-export declare interface SafetyRating {
-    /** Output only. Indicates whether the content was filtered out because of this rating. */
-    blocked?: boolean;
-    /** Output only. Harm category. */
-    category?: HarmCategory;
-    /** Output only. Harm probability levels in the content. */
-    probability?: HarmProbability;
-    /** Output only. Harm probability score. */
-    probabilityScore?: number;
-    /** Output only. Harm severity levels in the content. */
-    severity?: HarmSeverity;
-    /** Output only. Harm severity score. */
-    severityScore?: number;
-}
-
-/** Safety settings. */
-export declare interface SafetySetting {
-    /** Determines if the harm block method uses probability or probability
-     and severity scores. */
-    method?: HarmBlockMethod;
-    /** Required. Harm category. */
-    category?: HarmCategory;
-    /** Required. The harm block threshold. */
-    threshold?: HarmBlockThreshold;
-}
-
-/** Scale of the generated music. */
-export declare enum Scale {
-    /**
-     * Default value. This value is unused.
-     */
-    SCALE_UNSPECIFIED = "SCALE_UNSPECIFIED",
-    /**
-     * C major or A minor.
-     */
-    C_MAJOR_A_MINOR = "C_MAJOR_A_MINOR",
-    /**
-     * Db major or Bb minor.
-     */
-    D_FLAT_MAJOR_B_FLAT_MINOR = "D_FLAT_MAJOR_B_FLAT_MINOR",
-    /**
-     * D major or B minor.
-     */
-    D_MAJOR_B_MINOR = "D_MAJOR_B_MINOR",
-    /**
-     * Eb major or C minor
-     */
-    E_FLAT_MAJOR_C_MINOR = "E_FLAT_MAJOR_C_MINOR",
-    /**
-     * E major or Db minor.
-     */
-    E_MAJOR_D_FLAT_MINOR = "E_MAJOR_D_FLAT_MINOR",
-    /**
-     * F major or D minor.
-     */
-    F_MAJOR_D_MINOR = "F_MAJOR_D_MINOR",
-    /**
-     * Gb major or Eb minor.
-     */
-    G_FLAT_MAJOR_E_FLAT_MINOR = "G_FLAT_MAJOR_E_FLAT_MINOR",
-    /**
-     * G major or E minor.
-     */
-    G_MAJOR_E_MINOR = "G_MAJOR_E_MINOR",
-    /**
-     * Ab major or F minor.
-     */
-    A_FLAT_MAJOR_F_MINOR = "A_FLAT_MAJOR_F_MINOR",
-    /**
-     * A major or Gb minor.
-     */
-    A_MAJOR_G_FLAT_MINOR = "A_MAJOR_G_FLAT_MINOR",
-    /**
-     * Bb major or G minor.
-     */
-    B_FLAT_MAJOR_G_MINOR = "B_FLAT_MAJOR_G_MINOR",
-    /**
-     * B major or Ab minor.
-     */
-    B_MAJOR_A_FLAT_MINOR = "B_MAJOR_A_FLAT_MINOR"
-}
-
-/** Schema is used to define the format of input/output data. Represents a select subset of an [OpenAPI 3.0 schema object](https://spec.openapis.org/oas/v3.0.3#schema-object). More fields may be added in the future as needed. */
-export declare interface Schema {
-    /** Optional. The value should be validated against any (one or more) of the subschemas in the list. */
-    anyOf?: Schema[];
-    /** Optional. Default value of the data. */
-    default?: unknown;
-    /** Optional. The description of the data. */
-    description?: string;
-    /** Optional. Possible values of the element of primitive type with enum format. Examples: 1. We can define direction as : {type:STRING, format:enum, enum:["EAST", NORTH", "SOUTH", "WEST"]} 2. We can define apartment number as : {type:INTEGER, format:enum, enum:["101", "201", "301"]} */
-    enum?: string[];
-    /** Optional. Example of the object. Will only populated when the object is the root. */
-    example?: unknown;
-    /** Optional. The format of the data. Supported formats: for NUMBER type: "float", "double" for INTEGER type: "int32", "int64" for STRING type: "email", "byte", etc */
-    format?: string;
-    /** Optional. SCHEMA FIELDS FOR TYPE ARRAY Schema of the elements of Type.ARRAY. */
-    items?: Schema;
-    /** Optional. Maximum number of the elements for Type.ARRAY. */
-    maxItems?: string;
-    /** Optional. Maximum length of the Type.STRING */
-    maxLength?: string;
-    /** Optional. Maximum number of the properties for Type.OBJECT. */
-    maxProperties?: string;
-    /** Optional. Maximum value of the Type.INTEGER and Type.NUMBER */
-    maximum?: number;
-    /** Optional. Minimum number of the elements for Type.ARRAY. */
-    minItems?: string;
-    /** Optional. SCHEMA FIELDS FOR TYPE STRING Minimum length of the Type.STRING */
-    minLength?: string;
-    /** Optional. Minimum number of the properties for Type.OBJECT. */
-    minProperties?: string;
-    /** Optional. SCHEMA FIELDS FOR TYPE INTEGER and NUMBER Minimum value of the Type.INTEGER and Type.NUMBER */
-    minimum?: number;
-    /** Optional. Indicates if the value may be null. */
-    nullable?: boolean;
-    /** Optional. Pattern of the Type.STRING to restrict a string to a regular expression. */
-    pattern?: string;
-    /** Optional. SCHEMA FIELDS FOR TYPE OBJECT Properties of Type.OBJECT. */
-    properties?: Record<string, Schema>;
-    /** Optional. The order of the properties. Not a standard field in open api spec. Only used to support the order of the properties. */
-    propertyOrdering?: string[];
-    /** Optional. Required properties of Type.OBJECT. */
-    required?: string[];
-    /** Optional. The title of the Schema. */
-    title?: string;
-    /** Optional. The type of the data. */
-    type?: Type;
-}
-
-export declare type SchemaUnion = Schema | unknown;
-
-/** Google search entry point. */
-export declare interface SearchEntryPoint {
-    /** Optional. Web content snippet that can be embedded in a web page or an app webview. */
-    renderedContent?: string;
-    /** Optional. Base64 encoded JSON representing array of tuple. */
-    sdkBlob?: string;
-}
-
-/** Segment of the content. */
-export declare interface Segment {
-    /** Output only. End index in the given Part, measured in bytes. Offset from the start of the Part, exclusive, starting at zero. */
-    endIndex?: number;
-    /** Output only. The index of a Part object within its parent Content object. */
-    partIndex?: number;
-    /** Output only. Start index in the given Part, measured in bytes. Offset from the start of the Part, inclusive, starting at zero. */
-    startIndex?: number;
-    /** Output only. The text corresponding to the segment from the response. */
-    text?: string;
-}
-
-/** Parameters for sending a message within a chat session.
-
- These parameters are used with the `chat.sendMessage()` method.
- */
-export declare interface SendMessageParameters {
-    /** The message to send to the model.
-
-     The SDK will combine all parts into a single 'user' content to send to
-     the model.
-     */
-    message: PartListUnion;
-    /**  Config for this specific request.
-
-     Please note that the per-request config does not change the chat level
-     config, nor inherit from it. If you intend to use some values from the
-     chat's default config, you must explicitly copy them into this per-request
-     config.
-     */
-    config?: GenerateContentConfig;
-}
-
-/**
- Represents a connection to the API.
-
- @experimental
- */
-export declare class Session {
-    readonly conn: WebSocket_2;
-    private readonly apiClient;
-    constructor(conn: WebSocket_2, apiClient: ApiClient);
-    private tLiveClientContent;
-    private tLiveClienttToolResponse;
-    /**
-     Send a message over the established connection.
-
-     @param params - Contains two **optional** properties, `turns` and
-     `turnComplete`.
-
-     - `turns` will be converted to a `Content[]`
-     - `turnComplete: true` [default] indicates that you are done sending
-     content and expect a response. If `turnComplete: false`, the server
-     will wait for additional messages before starting generation.
-
-     @experimental
-
-     @remarks
-     There are two ways to send messages to the live API:
-     `sendClientContent` and `sendRealtimeInput`.
-
-     `sendClientContent` messages are added to the model context **in order**.
-     Having a conversation using `sendClientContent` messages is roughly
-     equivalent to using the `Chat.sendMessageStream`, except that the state of
-     the `chat` history is stored on the API server instead of locally.
-
-     Because of `sendClientContent`'s order guarantee, the model cannot respons
-     as quickly to `sendClientContent` messages as to `sendRealtimeInput`
-     messages. This makes the biggest difference when sending objects that have
-     significant preprocessing time (typically images).
-
-     The `sendClientContent` message sends a `Content[]`
-     which has more options than the `Blob` sent by `sendRealtimeInput`.
-
-     So the main use-cases for `sendClientContent` over `sendRealtimeInput` are:
-
-     - Sending anything that can't be represented as a `Blob` (text,
-     `sendClientContent({turns="Hello?"}`)).
-     - Managing turns when not using audio input and voice activity detection.
-     (`sendClientContent({turnComplete:true})` or the short form
-     `sendClientContent()`)
-     - Prefilling a conversation context
-     ```
-     sendClientContent({
-     turns: [
-     Content({role:user, parts:...}),
-     Content({role:user, parts:...}),
-     ...
-     ]
-     })
-     ```
-     @experimental
-     */
-    sendClientContent(params: types.LiveSendClientContentParameters): void;
-    /**
-     Send a realtime message over the established connection.
-
-     @param params - Contains one property, `media`.
-
-     - `media` will be converted to a `Blob`
-
-     @experimental
-
-     @remarks
-     Use `sendRealtimeInput` for realtime audio chunks and video frames (images).
-
-     With `sendRealtimeInput` the api will respond to audio automatically
-     based on voice activity detection (VAD).
-
-     `sendRealtimeInput` is optimized for responsivness at the expense of
-     deterministic ordering guarantees. Audio and video tokens are to the
-     context when they become available.
-
-     Note: The Call signature expects a `Blob` object, but only a subset
-     of audio and image mimetypes are allowed.
-     */
-    sendRealtimeInput(params: types.LiveSendRealtimeInputParameters): void;
-    /**
-     Send a function response message over the established connection.
-
-     @param params - Contains property `functionResponses`.
-
-     - `functionResponses` will be converted to a `functionResponses[]`
-
-     @remarks
-     Use `sendFunctionResponse` to reply to `LiveServerToolCall` from the server.
-
-     Use {@link types.LiveConnectConfig#tools} to configure the callable functions.
-
-     @experimental
-     */
-    sendToolResponse(params: types.LiveSendToolResponseParameters): void;
-    /**
-     Terminates the WebSocket connection.
-
-     @experimental
-
-     @example
-     ```ts
-     let model: string;
-     if (GOOGLE_GENAI_USE_VERTEXAI) {
-     model = 'gemini-2.0-flash-live-preview-04-09';
-     } else {
-     model = 'gemini-2.0-flash-live-001';
-     }
-     const session = await ai.live.connect({
-     model: model,
-     config: {
-     responseModalities: [Modality.AUDIO],
-     }
-     });
-
-     session.close();
-     ```
-     */
-    close(): void;
-}
-
-/** Configuration of session resumption mechanism.
-
- Included in `LiveConnectConfig.session_resumption`. If included server
- will send `LiveServerSessionResumptionUpdate` messages.
- */
-export declare interface SessionResumptionConfig {
-    /** Session resumption handle of previous session (session to restore).
-
-     If not present new session will be started. */
-    handle?: string;
-    /** If set the server will send `last_consumed_client_message_index` in the `session_resumption_update` messages to allow for transparent reconnections. */
-    transparent?: boolean;
-}
-
-/**
- * Overrides the base URLs for the Gemini API and Vertex AI API.
- *
- * @remarks This function should be called before initializing the SDK. If the
- * base URLs are set after initializing the SDK, the base URLs will not be
- * updated. Base URLs provided in the HttpOptions will also take precedence over
- * URLs set here.
- *
- * @example
- * ```ts
- * import {GoogleGenAI, setDefaultBaseUrls} from '@google/genai';
- * // Override the base URL for the Gemini API.
- * setDefaultBaseUrls({geminiUrl:'https://gemini.google.com'});
- *
- * // Override the base URL for the Vertex AI API.
- * setDefaultBaseUrls({vertexUrl: 'https://vertexai.googleapis.com'});
- *
- * const ai = new GoogleGenAI({apiKey: 'GEMINI_API_KEY'});
- * ```
- */
-export declare function setDefaultBaseUrls(baseUrlParams: BaseUrlParameters): void;
-
-/** Context window will be truncated by keeping only suffix of it.
-
- Context window will always be cut at start of USER role turn. System
- instructions and `BidiGenerateContentSetup.prefix_turns` will not be
- subject to the sliding window mechanism, they will always stay at the
- beginning of context window.
- */
-export declare interface SlidingWindow {
-    /** Session reduction target -- how many tokens we should keep. Window shortening operation has some latency costs, so we should avoid running it on every turn. Should be < trigger_tokens. If not set, trigger_tokens/2 is assumed. */
-    targetTokens?: string;
-}
-
-/** The configuration for the speaker to use. */
-export declare interface SpeakerVoiceConfig {
-    /** The name of the speaker to use. Should be the same as in the
-     prompt. */
-    speaker?: string;
-    /** The configuration for the voice to use. */
-    voiceConfig?: VoiceConfig;
-}
-
-/** The speech generation configuration. */
-export declare interface SpeechConfig {
-    /** The configuration for the speaker to use.
-     */
-    voiceConfig?: VoiceConfig;
-    /** The configuration for the multi-speaker setup.
-     It is mutually exclusive with the voice_config field.
-     */
-    multiSpeakerVoiceConfig?: MultiSpeakerVoiceConfig;
-    /** Language code (ISO 639. e.g. en-US) for the speech synthesization.
-     Only available for Live API.
-     */
-    languageCode?: string;
-}
-
-export declare type SpeechConfigUnion = SpeechConfig | string;
-
-/** Start of speech sensitivity. */
-export declare enum StartSensitivity {
-    /**
-     * The default is START_SENSITIVITY_LOW.
-     */
-    START_SENSITIVITY_UNSPECIFIED = "START_SENSITIVITY_UNSPECIFIED",
-    /**
-     * Automatic detection will detect the start of speech more often.
-     */
-    START_SENSITIVITY_HIGH = "START_SENSITIVITY_HIGH",
-    /**
-     * Automatic detection will detect the start of speech less often.
-     */
-    START_SENSITIVITY_LOW = "START_SENSITIVITY_LOW"
-}
-
-/** Configuration for a Style reference image. */
-export declare interface StyleReferenceConfig {
-    /** A text description of the style to use for the generated image. */
-    styleDescription?: string;
-}
-
-/** A style reference image.
-
- This encapsulates a style reference image provided by the user, and
- additionally optional config parameters for the style reference image.
-
- A raw reference image can also be provided as a destination for the style to
- be applied to.
- */
-export declare class StyleReferenceImage {
-    /** The reference image for the editing operation. */
-    referenceImage?: Image_2;
-    /** The id of the reference image. */
-    referenceId?: number;
-    /** The type of the reference image. Only set by the SDK. */
-    referenceType?: string;
-    /** Configuration for the style reference image. */
-    config?: StyleReferenceConfig;
-    /** Internal method to convert to ReferenceImageAPIInternal. */
-    toReferenceImageAPI(): any;
-}
-
-/** Configuration for a Subject reference image. */
-export declare interface SubjectReferenceConfig {
-    /** The subject type of a subject reference image. */
-    subjectType?: SubjectReferenceType;
-    /** Subject description for the image. */
-    subjectDescription?: string;
-}
-
-/** A subject reference image.
-
- This encapsulates a subject reference image provided by the user, and
- additionally optional config parameters for the subject reference image.
-
- A raw reference image can also be provided as a destination for the subject to
- be applied to.
- */
-export declare class SubjectReferenceImage {
-    /** The reference image for the editing operation. */
-    referenceImage?: Image_2;
-    /** The id of the reference image. */
-    referenceId?: number;
-    /** The type of the reference image. Only set by the SDK. */
-    referenceType?: string;
-    /** Configuration for the subject reference image. */
-    config?: SubjectReferenceConfig;
-    toReferenceImageAPI(): any;
-}
-
-/** Enum representing the subject type of a subject reference image. */
-export declare enum SubjectReferenceType {
-    SUBJECT_TYPE_DEFAULT = "SUBJECT_TYPE_DEFAULT",
-    SUBJECT_TYPE_PERSON = "SUBJECT_TYPE_PERSON",
-    SUBJECT_TYPE_ANIMAL = "SUBJECT_TYPE_ANIMAL",
-    SUBJECT_TYPE_PRODUCT = "SUBJECT_TYPE_PRODUCT"
-}
-
-/** Hyperparameters for SFT. */
-export declare interface SupervisedHyperParameters {
-    /** Optional. Adapter size for tuning. */
-    adapterSize?: AdapterSize;
-    /** Optional. Number of complete passes the model makes over the entire training dataset during training. */
-    epochCount?: string;
-    /** Optional. Multiplier for adjusting the default learning rate. */
-    learningRateMultiplier?: number;
-}
-
-/** Dataset distribution for Supervised Tuning. */
-export declare interface SupervisedTuningDatasetDistribution {
-    /** Output only. Sum of a given population of values that are billable. */
-    billableSum?: string;
-    /** Output only. Defines the histogram bucket. */
-    buckets?: SupervisedTuningDatasetDistributionDatasetBucket[];
-    /** Output only. The maximum of the population values. */
-    max?: number;
-    /** Output only. The arithmetic mean of the values in the population. */
-    mean?: number;
-    /** Output only. The median of the values in the population. */
-    median?: number;
-    /** Output only. The minimum of the population values. */
-    min?: number;
-    /** Output only. The 5th percentile of the values in the population. */
-    p5?: number;
-    /** Output only. The 95th percentile of the values in the population. */
-    p95?: number;
-    /** Output only. Sum of a given population of values. */
-    sum?: string;
-}
-
-/** Dataset bucket used to create a histogram for the distribution given a population of values. */
-export declare interface SupervisedTuningDatasetDistributionDatasetBucket {
-    /** Output only. Number of values in the bucket. */
-    count?: number;
-    /** Output only. Left bound of the bucket. */
-    left?: number;
-    /** Output only. Right bound of the bucket. */
-    right?: number;
-}
-
-/** Tuning data statistics for Supervised Tuning. */
-export declare interface SupervisedTuningDataStats {
-    /** Output only. Number of billable characters in the tuning dataset. */
-    totalBillableCharacterCount?: string;
-    /** Output only. Number of billable tokens in the tuning dataset. */
-    totalBillableTokenCount?: string;
-    /** The number of examples in the dataset that have been truncated by any amount. */
-    totalTruncatedExampleCount?: string;
-    /** Output only. Number of tuning characters in the tuning dataset. */
-    totalTuningCharacterCount?: string;
-    /** A partial sample of the indices (starting from 1) of the truncated examples. */
-    truncatedExampleIndices?: string[];
-    /** Output only. Number of examples in the tuning dataset. */
-    tuningDatasetExampleCount?: string;
-    /** Output only. Number of tuning steps for this Tuning Job. */
-    tuningStepCount?: string;
-    /** Output only. Sample user messages in the training dataset uri. */
-    userDatasetExamples?: Content[];
-    /** Output only. Dataset distributions for the user input tokens. */
-    userInputTokenDistribution?: SupervisedTuningDatasetDistribution;
-    /** Output only. Dataset distributions for the messages per example. */
-    userMessagePerExampleDistribution?: SupervisedTuningDatasetDistribution;
-    /** Output only. Dataset distributions for the user output tokens. */
-    userOutputTokenDistribution?: SupervisedTuningDatasetDistribution;
-}
-
-/** Tuning Spec for Supervised Tuning for first party models. */
-export declare interface SupervisedTuningSpec {
-    /** Optional. Hyperparameters for SFT. */
-    hyperParameters?: SupervisedHyperParameters;
-    /** Required. Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file. */
-    trainingDatasetUri?: string;
-    /** Optional. Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file. */
-    validationDatasetUri?: string;
-    /** Optional. If set to true, disable intermediate checkpoints for SFT and only the last checkpoint will be exported. */
-    exportLastCheckpointOnly?: boolean;
-}
-
-export declare interface TestTableFile {
-    comment?: string;
-    testMethod?: string;
-    parameterNames?: string[];
-    testTable?: TestTableItem[];
-}
-
-export declare interface TestTableItem {
-    /** The name of the test. This is used to derive the replay id. */
-    name?: string;
-    /** The parameters to the test. Use pydantic models. */
-    parameters?: Record<string, unknown>;
-    /** Expects an exception for MLDev matching the string. */
-    exceptionIfMldev?: string;
-    /** Expects an exception for Vertex matching the string. */
-    exceptionIfVertex?: string;
-    /** Use if you don't want to use the default replay id which is derived from the test name. */
-    overrideReplayId?: string;
-    /** True if the parameters contain an unsupported union type. This test  will be skipped for languages that do not support the union type. */
-    hasUnion?: boolean;
-    /** When set to a reason string, this test will be skipped in the API mode. Use this flag for tests that can not be reproduced with the real API. E.g. a test that deletes a resource. */
-    skipInApiMode?: string;
-    /** Keys to ignore when comparing the request and response. This is useful for tests that are not deterministic. */
-    ignoreKeys?: string[];
-}
-
-/** The thinking features configuration. */
-export declare interface ThinkingConfig {
-    /** Indicates whether to include thoughts in the response. If true, thoughts are returned only if the model supports thought and thoughts are available.
-     */
-    includeThoughts?: boolean;
-    /** Indicates the thinking budget in tokens.
-     */
-    thinkingBudget?: number;
-}
-
-/** Tokens info with a list of tokens and the corresponding list of token ids. */
-export declare interface TokensInfo {
-    /** Optional. Optional fields for the role from the corresponding Content. */
-    role?: string;
-    /** A list of token ids from the input. */
-    tokenIds?: string[];
-    /** A list of tokens from the input. */
-    tokens?: string[];
-}
-
-/** Tool details of a tool that the model may use to generate a response. */
-export declare interface Tool {
-    /** List of function declarations that the tool supports. */
-    functionDeclarations?: FunctionDeclaration[];
-    /** Optional. Retrieval tool type. System will always execute the provided retrieval tool(s) to get external knowledge to answer the prompt. Retrieval results are presented to the model for generation. */
-    retrieval?: Retrieval;
-    /** Optional. Google Search tool type. Specialized retrieval tool
-     that is powered by Google Search. */
-    googleSearch?: GoogleSearch;
-    /** Optional. GoogleSearchRetrieval tool type. Specialized retrieval tool that is powered by Google search. */
-    googleSearchRetrieval?: GoogleSearchRetrieval;
-    /** Optional. Enterprise web search tool type. Specialized retrieval
-     tool that is powered by Vertex AI Search and Sec4 compliance. */
-    enterpriseWebSearch?: EnterpriseWebSearch;
-    /** Optional. Google Maps tool type. Specialized retrieval tool
-     that is powered by Google Maps. */
-    googleMaps?: GoogleMaps;
-    /** Optional. Tool to support URL context retrieval. */
-    urlContext?: UrlContext;
-    /** Optional. CodeExecution tool type. Enables the model to execute code as part of generation. This field is only used by the Gemini Developer API services. */
-    codeExecution?: ToolCodeExecution;
-}
-
-/** Tool that executes code generated by the model, and automatically returns the result to the model. See also [ExecutableCode]and [CodeExecutionResult] which are input and output to this tool. */
-export declare interface ToolCodeExecution {
-}
-
-/** Tool config.
-
- This config is shared for all tools provided in the request.
- */
-export declare interface ToolConfig {
-    /** Optional. Function calling config. */
-    functionCallingConfig?: FunctionCallingConfig;
-    /** Optional. Retrieval config. */
-    retrievalConfig?: RetrievalConfig;
-}
-
-export declare type ToolListUnion = ToolUnion[];
-
-export declare type ToolUnion = Tool | CallableTool;
-
-/** Output only. Traffic type. This shows whether a request consumes Pay-As-You-Go or Provisioned Throughput quota. */
-export declare enum TrafficType {
-    /**
-     * Unspecified request traffic type.
-     */
-    TRAFFIC_TYPE_UNSPECIFIED = "TRAFFIC_TYPE_UNSPECIFIED",
-    /**
-     * Type for Pay-As-You-Go traffic.
-     */
-    ON_DEMAND = "ON_DEMAND",
-    /**
-     * Type for Provisioned Throughput traffic.
-     */
-    PROVISIONED_THROUGHPUT = "PROVISIONED_THROUGHPUT"
-}
-
-/** Audio transcription in Server Conent. */
-export declare interface Transcription {
-    /** Transcription text.
-     */
-    text?: string;
-    /** The bool indicates the end of the transcription.
-     */
-    finished?: boolean;
-}
-
-export declare interface TunedModel {
-    /** Output only. The resource name of the TunedModel. Format: `projects/{project}/locations/{location}/models/{model}`. */
-    model?: string;
-    /** Output only. A resource name of an Endpoint. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`. */
-    endpoint?: string;
-    /** The checkpoints associated with this TunedModel.
-     This field is only populated for tuning jobs that enable intermediate
-     checkpoints. */
-    checkpoints?: TunedModelCheckpoint[];
-}
-
-/** TunedModelCheckpoint for the Tuned Model of a Tuning Job. */
-export declare interface TunedModelCheckpoint {
-    /** The ID of the checkpoint.
-     */
-    checkpointId?: string;
-    /** The epoch of the checkpoint.
-     */
-    epoch?: string;
-    /** The step of the checkpoint.
-     */
-    step?: string;
-    /** The Endpoint resource name that the checkpoint is deployed to.
-     Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`.
-     */
-    endpoint?: string;
-}
-
-/** A tuned machine learning model. */
-export declare interface TunedModelInfo {
-    /** ID of the base model that you want to tune. */
-    baseModel?: string;
-    /** Date and time when the base model was created. */
-    createTime?: string;
-    /** Date and time when the base model was last updated. */
-    updateTime?: string;
-}
-
-/** Supervised fine-tuning training dataset. */
-export declare interface TuningDataset {
-    /** GCS URI of the file containing training dataset in JSONL format. */
-    gcsUri?: string;
-    /** Inline examples with simple input/output text. */
-    examples?: TuningExample[];
-}
-
-/** The tuning data statistic values for TuningJob. */
-export declare interface TuningDataStats {
-    /** Output only. Statistics for distillation. */
-    distillationDataStats?: DistillationDataStats;
-    /** The SFT Tuning data stats. */
-    supervisedTuningDataStats?: SupervisedTuningDataStats;
-}
-
-export declare interface TuningExample {
-    /** Text model input. */
-    textInput?: string;
-    /** The expected model output. */
-    output?: string;
-}
-
-/** A tuning job. */
-export declare interface TuningJob {
-    /** Output only. Identifier. Resource name of a TuningJob. Format: `projects/{project}/locations/{location}/tuningJobs/{tuning_job}` */
-    name?: string;
-    /** Output only. The detailed state of the job. */
-    state?: JobState;
-    /** Output only. Time when the TuningJob was created. */
-    createTime?: string;
-    /** Output only. Time when the TuningJob for the first time entered the `JOB_STATE_RUNNING` state. */
-    startTime?: string;
-    /** Output only. Time when the TuningJob entered any of the following JobStates: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`, `JOB_STATE_EXPIRED`. */
-    endTime?: string;
-    /** Output only. Time when the TuningJob was most recently updated. */
-    updateTime?: string;
-    /** Output only. Only populated when job's state is `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`. */
-    error?: GoogleRpcStatus;
-    /** Optional. The description of the TuningJob. */
-    description?: string;
-    /** The base model that is being tuned, e.g., "gemini-1.0-pro-002". . */
-    baseModel?: string;
-    /** Output only. The tuned model resources associated with this TuningJob. */
-    tunedModel?: TunedModel;
-    /** Tuning Spec for Supervised Fine Tuning. */
-    supervisedTuningSpec?: SupervisedTuningSpec;
-    /** Output only. The tuning data statistics associated with this TuningJob. */
-    tuningDataStats?: TuningDataStats;
-    /** Customer-managed encryption key options for a TuningJob. If this is set, then all resources created by the TuningJob will be encrypted with the provided encryption key. */
-    encryptionSpec?: EncryptionSpec;
-    /** Tuning Spec for open sourced and third party Partner models. */
-    partnerModelTuningSpec?: PartnerModelTuningSpec;
-    /** Tuning Spec for Distillation. */
-    distillationSpec?: DistillationSpec;
-    /** Output only. The Experiment associated with this TuningJob. */
-    experiment?: string;
-    /** Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and Endpoint. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. */
-    labels?: Record<string, string>;
-    /** Output only. The resource name of the PipelineJob associated with the TuningJob. Format: `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`. */
-    pipelineJob?: string;
-    /** Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters. */
-    tunedModelDisplayName?: string;
-}
-
-declare class Tunings extends BaseModule {
-    private readonly apiClient;
-    constructor(apiClient: ApiClient);
-    /**
-     * Gets a TuningJob.
-     *
-     * @param name - The resource name of the tuning job.
-     * @return - A TuningJob object.
-     *
-     * @experimental - The SDK's tuning implementation is experimental, and may
-     * change in future versions.
-     */
-    get: (params: types.GetTuningJobParameters) => Promise<types.TuningJob>;
-    /**
-     * Lists tuning jobs.
-     *
-     * @param config - The configuration for the list request.
-     * @return - A list of tuning jobs.
-     *
-     * @experimental - The SDK's tuning implementation is experimental, and may
-     * change in future versions.
-     */
-    list: (params?: types.ListTuningJobsParameters) => Promise<Pager<types.TuningJob>>;
-    /**
-     * Creates a supervised fine-tuning job.
-     *
-     * @param params - The parameters for the tuning job.
-     * @return - A TuningJob operation.
-     *
-     * @experimental - The SDK's tuning implementation is experimental, and may
-     * change in future versions.
-     */
-    tune: (params: types.CreateTuningJobParameters) => Promise<types.TuningJob>;
-    private getInternal;
-    private listInternal;
-    private tuneInternal;
-    private tuneMldevInternal;
-}
-
-export declare interface TuningValidationDataset {
-    /** GCS URI of the file containing validation dataset in JSONL format. */
-    gcsUri?: string;
-}
-
-/** Options about which input is included in the user's turn. */
-export declare enum TurnCoverage {
-    /**
-     * If unspecified, the default behavior is `TURN_INCLUDES_ONLY_ACTIVITY`.
-     */
-    TURN_COVERAGE_UNSPECIFIED = "TURN_COVERAGE_UNSPECIFIED",
-    /**
-     * The users turn only includes activity since the last turn, excluding inactivity (e.g. silence on the audio stream). This is the default behavior.
-     */
-    TURN_INCLUDES_ONLY_ACTIVITY = "TURN_INCLUDES_ONLY_ACTIVITY",
-    /**
-     * The users turn includes all realtime input since the last turn, including inactivity (e.g. silence on the audio stream).
-     */
-    TURN_INCLUDES_ALL_INPUT = "TURN_INCLUDES_ALL_INPUT"
-}
-
-/** Optional. The type of the data. */
-export declare enum Type {
-    /**
-     * Not specified, should not be used.
-     */
-    TYPE_UNSPECIFIED = "TYPE_UNSPECIFIED",
-    /**
-     * OpenAPI string type
-     */
-    STRING = "STRING",
-    /**
-     * OpenAPI number type
-     */
-    NUMBER = "NUMBER",
-    /**
-     * OpenAPI integer type
-     */
-    INTEGER = "INTEGER",
-    /**
-     * OpenAPI boolean type
-     */
-    BOOLEAN = "BOOLEAN",
-    /**
-     * OpenAPI array type
-     */
-    ARRAY = "ARRAY",
-    /**
-     * OpenAPI object type
-     */
-    OBJECT = "OBJECT"
-}
-
-declare namespace types {
-    export {
-        createPartFromUri,
-        createPartFromText,
-        createPartFromFunctionCall,
-        createPartFromFunctionResponse,
-        createPartFromBase64,
-        createPartFromCodeExecutionResult,
-        createPartFromExecutableCode,
-        createUserContent,
-        createModelContent,
-        Outcome,
-        Language,
-        HarmCategory,
-        HarmBlockMethod,
-        HarmBlockThreshold,
-        Type,
-        Mode,
-        AuthType,
-        FinishReason,
-        HarmProbability,
-        HarmSeverity,
-        BlockedReason,
-        TrafficType,
-        Modality,
-        MediaResolution,
-        JobState,
-        AdapterSize,
-        FeatureSelectionPreference,
-        Behavior,
-        DynamicRetrievalConfigMode,
-        FunctionCallingConfigMode,
-        UrlRetrievalStatus,
-        SafetyFilterLevel,
-        PersonGeneration,
-        ImagePromptLanguage,
-        MaskReferenceMode,
-        ControlReferenceType,
-        SubjectReferenceType,
-        EditMode,
-        FileState,
-        FileSource,
-        MediaModality,
-        StartSensitivity,
-        EndSensitivity,
-        ActivityHandling,
-        TurnCoverage,
-        FunctionResponseScheduling,
-        Scale,
-        MusicGenerationMode,
-        LiveMusicPlaybackControl,
-        VideoMetadata,
-        Blob_2 as Blob,
-        CodeExecutionResult,
-        ExecutableCode,
-        FileData,
-        FunctionCall,
-        FunctionResponse,
-        Part,
-        Content,
-        HttpOptions,
-        ModelSelectionConfig,
-        SafetySetting,
-        Schema,
-        FunctionDeclaration,
-        Interval,
-        GoogleSearch,
-        DynamicRetrievalConfig,
-        GoogleSearchRetrieval,
-        EnterpriseWebSearch,
-        ApiKeyConfig,
-        AuthConfigGoogleServiceAccountConfig,
-        AuthConfigHttpBasicAuthConfig,
-        AuthConfigOauthConfig,
-        AuthConfigOidcConfig,
-        AuthConfig,
-        GoogleMaps,
-        UrlContext,
-        VertexAISearch,
-        VertexRagStoreRagResource,
-        RagRetrievalConfigFilter,
-        RagRetrievalConfigHybridSearch,
-        RagRetrievalConfigRankingLlmRanker,
-        RagRetrievalConfigRankingRankService,
-        RagRetrievalConfigRanking,
-        RagRetrievalConfig,
-        VertexRagStore,
-        Retrieval,
-        ToolCodeExecution,
-        Tool,
-        FunctionCallingConfig,
-        LatLng,
-        RetrievalConfig,
-        ToolConfig,
-        PrebuiltVoiceConfig,
-        VoiceConfig,
-        SpeakerVoiceConfig,
-        MultiSpeakerVoiceConfig,
-        SpeechConfig,
-        AutomaticFunctionCallingConfig,
-        ThinkingConfig,
-        GenerationConfigRoutingConfigAutoRoutingMode,
-        GenerationConfigRoutingConfigManualRoutingMode,
-        GenerationConfigRoutingConfig,
-        GenerateContentConfig,
-        GenerateContentParameters,
-        GoogleTypeDate,
-        Citation,
-        CitationMetadata,
-        UrlMetadata,
-        UrlContextMetadata,
-        GroundingChunkRetrievedContext,
-        GroundingChunkWeb,
-        GroundingChunk,
-        Segment,
-        GroundingSupport,
-        RetrievalMetadata,
-        SearchEntryPoint,
-        GroundingMetadata,
-        LogprobsResultCandidate,
-        LogprobsResultTopCandidates,
-        LogprobsResult,
-        SafetyRating,
-        Candidate,
-        GenerateContentResponsePromptFeedback,
-        ModalityTokenCount,
-        GenerateContentResponseUsageMetadata,
-        GenerateContentResponse,
-        ReferenceImage,
-        EditImageParameters,
-        EmbedContentConfig,
-        EmbedContentParameters,
-        ContentEmbeddingStatistics,
-        ContentEmbedding,
-        EmbedContentMetadata,
-        EmbedContentResponse,
-        GenerateImagesConfig,
-        GenerateImagesParameters,
-        Image_2 as Image,
-        SafetyAttributes,
-        GeneratedImage,
-        GenerateImagesResponse,
-        MaskReferenceConfig,
-        ControlReferenceConfig,
-        StyleReferenceConfig,
-        SubjectReferenceConfig,
-        EditImageConfig,
-        EditImageResponse,
-        UpscaleImageResponse,
-        GetModelConfig,
-        GetModelParameters,
-        Endpoint,
-        TunedModelInfo,
-        Checkpoint,
-        Model,
-        ListModelsConfig,
-        ListModelsParameters,
-        ListModelsResponse,
-        UpdateModelConfig,
-        UpdateModelParameters,
-        DeleteModelConfig,
-        DeleteModelParameters,
-        DeleteModelResponse,
-        GenerationConfig,
-        CountTokensConfig,
-        CountTokensParameters,
-        CountTokensResponse,
-        ComputeTokensConfig,
-        ComputeTokensParameters,
-        TokensInfo,
-        ComputeTokensResponse,
-        GenerateVideosConfig,
-        GenerateVideosParameters,
-        Video,
-        GeneratedVideo,
-        GenerateVideosResponse,
-        GenerateVideosOperation,
-        GetTuningJobConfig,
-        GetTuningJobParameters,
-        TunedModelCheckpoint,
-        TunedModel,
-        GoogleRpcStatus,
-        SupervisedHyperParameters,
-        SupervisedTuningSpec,
-        DatasetDistributionDistributionBucket,
-        DatasetDistribution,
-        DatasetStats,
-        DistillationDataStats,
-        SupervisedTuningDatasetDistributionDatasetBucket,
-        SupervisedTuningDatasetDistribution,
-        SupervisedTuningDataStats,
-        TuningDataStats,
-        EncryptionSpec,
-        PartnerModelTuningSpec,
-        DistillationHyperParameters,
-        DistillationSpec,
-        TuningJob,
-        ListTuningJobsConfig,
-        ListTuningJobsParameters,
-        ListTuningJobsResponse,
-        TuningExample,
-        TuningDataset,
-        TuningValidationDataset,
-        CreateTuningJobConfig,
-        CreateTuningJobParameters,
-        Operation,
-        CreateCachedContentConfig,
-        CreateCachedContentParameters,
-        CachedContentUsageMetadata,
-        CachedContent,
-        GetCachedContentConfig,
-        GetCachedContentParameters,
-        DeleteCachedContentConfig,
-        DeleteCachedContentParameters,
-        DeleteCachedContentResponse,
-        UpdateCachedContentConfig,
-        UpdateCachedContentParameters,
-        ListCachedContentsConfig,
-        ListCachedContentsParameters,
-        ListCachedContentsResponse,
-        ListFilesConfig,
-        ListFilesParameters,
-        FileStatus,
-        File_2 as File,
-        ListFilesResponse,
-        CreateFileConfig,
-        CreateFileParameters,
-        HttpResponse,
-        LiveCallbacks,
-        CreateFileResponse,
-        GetFileConfig,
-        GetFileParameters,
-        DeleteFileConfig,
-        DeleteFileParameters,
-        DeleteFileResponse,
-        GetOperationConfig,
-        GetOperationParameters,
-        FetchPredictOperationConfig,
-        FetchPredictOperationParameters,
-        TestTableItem,
-        TestTableFile,
-        ReplayRequest,
-        ReplayResponse,
-        ReplayInteraction,
-        ReplayFile,
-        UploadFileConfig,
-        DownloadFileConfig,
-        DownloadFileParameters,
-        UpscaleImageConfig,
-        UpscaleImageParameters,
-        RawReferenceImage,
-        MaskReferenceImage,
-        ControlReferenceImage,
-        StyleReferenceImage,
-        SubjectReferenceImage,
-        LiveServerSetupComplete,
-        Transcription,
-        LiveServerContent,
-        LiveServerToolCall,
-        LiveServerToolCallCancellation,
-        UsageMetadata,
-        LiveServerGoAway,
-        LiveServerSessionResumptionUpdate,
-        LiveServerMessage,
-        AutomaticActivityDetection,
-        RealtimeInputConfig,
-        SessionResumptionConfig,
-        SlidingWindow,
-        ContextWindowCompressionConfig,
-        AudioTranscriptionConfig,
-        ProactivityConfig,
-        LiveClientSetup,
-        LiveClientContent,
-        ActivityStart,
-        ActivityEnd,
-        LiveClientRealtimeInput,
-        LiveSendRealtimeInputParameters,
-        LiveClientToolResponse,
-        LiveClientMessage,
-        LiveConnectConfig,
-        LiveConnectParameters,
-        CreateChatParameters,
-        SendMessageParameters,
-        LiveSendClientContentParameters,
-        LiveSendToolResponseParameters,
-        LiveMusicClientSetup,
-        WeightedPrompt,
-        LiveMusicClientContent,
-        LiveMusicGenerationConfig,
-        LiveMusicClientMessage,
-        LiveMusicServerSetupComplete,
-        LiveMusicSourceMetadata,
-        AudioChunk,
-        LiveMusicServerContent,
-        LiveMusicFilteredPrompt,
-        LiveMusicServerMessage,
-        LiveMusicCallbacks,
-        UploadFileParameters,
-        CallableTool,
-        CallableToolConfig,
-        LiveMusicConnectParameters,
-        LiveMusicSetConfigParameters,
-        LiveMusicSetWeightedPromptsParameters,
-        LiveEphemeralParameters,
-        CreateAuthTokenConfig,
-        OperationGetParameters,
-        BlobImageUnion,
-        PartUnion,
-        PartListUnion,
-        ContentUnion,
-        ContentListUnion,
-        SchemaUnion,
-        SpeechConfigUnion,
-        ToolUnion,
-        ToolListUnion,
-        DownloadableFileUnion
-    }
-}
-
-/** Optional parameters for caches.update method. */
-export declare interface UpdateCachedContentConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** The TTL for this resource. The expiration time is computed: now + TTL. It is a duration string, with up to nine fractional digits, terminated by 's'. Example: "3.5s". */
-    ttl?: string;
-    /** Timestamp of when this resource is considered expired. Uses RFC 3339 format, Example: 2014-10-02T15:01:23Z. */
-    expireTime?: string;
-}
-
-export declare interface UpdateCachedContentParameters {
-    /** The server-generated resource name of the cached content.
-     */
-    name: string;
-    /** Configuration that contains optional parameters.
-     */
-    config?: UpdateCachedContentConfig;
-}
-
-/** Configuration for updating a tuned model. */
-export declare interface UpdateModelConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    displayName?: string;
-    description?: string;
-    defaultCheckpointId?: string;
-}
-
-/** Configuration for updating a tuned model. */
-export declare interface UpdateModelParameters {
-    model: string;
-    config?: UpdateModelConfig;
-}
-
-declare interface Uploader {
-    /**
-     * Uploads a file to the given upload url.
-     *
-     * @param file The file to upload. file is in string type or a Blob.
-     * @param uploadUrl The upload URL as a string is where the file will be
-     *     uploaded to. The uploadUrl must be a url that was returned by the
-     * https://generativelanguage.googleapis.com/upload/v1beta/files endpoint
-     * @param apiClient The ApiClient to use for uploading.
-     * @return A Promise that resolves to types.File.
-     */
-    upload(file: string | Blob, uploadUrl: string, apiClient: ApiClient): Promise<File_2>;
-    /**
-     * Returns the file's mimeType and the size of a given file. If the file is a
-     * string path, the file type is determined by the file extension. If the
-     * file's type cannot be determined, the type will be set to undefined.
-     *
-     * @param file The file to get the stat for. Can be a string path or a Blob.
-     * @return A Promise that resolves to the file stat of the given file.
-     */
-    stat(file: string | Blob): Promise<FileStat>;
-}
-
-/** Used to override the default configuration. */
-export declare interface UploadFileConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** The name of the file in the destination (e.g., 'files/sample-image'. If not provided one will be generated. */
-    name?: string;
-    /** mime_type: The MIME type of the file. If not provided, it will be inferred from the file extension. */
-    mimeType?: string;
-    /** Optional display name of the file. */
-    displayName?: string;
-}
-
-/** Parameters for the upload file method. */
-export declare interface UploadFileParameters {
-    /** The string path to the file to be uploaded or a Blob object. */
-    file: string | globalThis.Blob;
-    /** Configuration that contains optional parameters. */
-    config?: UploadFileConfig;
-}
-
-/** Configuration for upscaling an image.
-
- For more information on this configuration, refer to
- the `Imagen API reference documentation
- <https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/imagen-api>`_.
- */
-export declare interface UpscaleImageConfig {
-    /** Used to override HTTP request options. */
-    httpOptions?: HttpOptions;
-    /** Abort signal which can be used to cancel the request.
-
-     NOTE: AbortSignal is a client-only operation. Using it to cancel an
-     operation will not cancel the request in the service. You will still
-     be charged usage for any applicable operations.
-     */
-    abortSignal?: AbortSignal;
-    /** Whether to include a reason for filtered-out images in the
-     response. */
-    includeRaiReason?: boolean;
-    /** The image format that the output should be saved as. */
-    outputMimeType?: string;
-    /** The level of compression if the ``output_mime_type`` is
-     ``image/jpeg``. */
-    outputCompressionQuality?: number;
-}
-
-/** User-facing config UpscaleImageParameters. */
-export declare interface UpscaleImageParameters {
-    /** The model to use. */
-    model: string;
-    /** The input image to upscale. */
-    image: Image_2;
-    /** The factor to upscale the image (x2 or x4). */
-    upscaleFactor: string;
-    /** Configuration for upscaling. */
-    config?: UpscaleImageConfig;
-}
-
-export declare class UpscaleImageResponse {
-    /** Generated images. */
-    generatedImages?: GeneratedImage[];
-}
-
-/** Tool to support URL context retrieval. */
-export declare interface UrlContext {
-}
-
-/** Metadata related to url context retrieval tool. */
-export declare interface UrlContextMetadata {
-    /** List of url context. */
-    urlMetadata?: UrlMetadata[];
-}
-
-/** Context for a single url retrieval. */
-export declare interface UrlMetadata {
-    /** The URL retrieved by the tool. */
-    retrievedUrl?: string;
-    /** Status of the url retrieval. */
-    urlRetrievalStatus?: UrlRetrievalStatus;
-}
-
-/** Status of the url retrieval. */
-export declare enum UrlRetrievalStatus {
-    /**
-     * Default value. This value is unused
-     */
-    URL_RETRIEVAL_STATUS_UNSPECIFIED = "URL_RETRIEVAL_STATUS_UNSPECIFIED",
-    /**
-     * Url retrieval is successful.
-     */
-    URL_RETRIEVAL_STATUS_SUCCESS = "URL_RETRIEVAL_STATUS_SUCCESS",
-    /**
-     * Url retrieval is failed due to error.
-     */
-    URL_RETRIEVAL_STATUS_ERROR = "URL_RETRIEVAL_STATUS_ERROR"
-}
-
-/** Usage metadata about response(s). */
-export declare interface UsageMetadata {
-    /** Number of tokens in the prompt. When `cached_content` is set, this is still the total effective prompt size meaning this includes the number of tokens in the cached content. */
-    promptTokenCount?: number;
-    /** Number of tokens in the cached part of the prompt (the cached content). */
-    cachedContentTokenCount?: number;
-    /** Total number of tokens across all the generated response candidates. */
-    responseTokenCount?: number;
-    /** Number of tokens present in tool-use prompt(s). */
-    toolUsePromptTokenCount?: number;
-    /** Number of tokens of thoughts for thinking models. */
-    thoughtsTokenCount?: number;
-    /** Total token count for prompt, response candidates, and tool-use prompts(if present). */
-    totalTokenCount?: number;
-    /** List of modalities that were processed in the request input. */
-    promptTokensDetails?: ModalityTokenCount[];
-    /** List of modalities that were processed in the cache input. */
-    cacheTokensDetails?: ModalityTokenCount[];
-    /** List of modalities that were returned in the response. */
-    responseTokensDetails?: ModalityTokenCount[];
-    /** List of modalities that were processed in the tool-use prompt. */
-    toolUsePromptTokensDetails?: ModalityTokenCount[];
-    /** Traffic type. This shows whether a request consumes Pay-As-You-Go
-     or Provisioned Throughput quota. */
-    trafficType?: TrafficType;
-}
-
-/** Retrieve from Vertex AI Search datastore or engine for grounding. datastore and engine are mutually exclusive. See https://cloud.google.com/products/agent-builder */
-export declare interface VertexAISearch {
-    /** Optional. Fully-qualified Vertex AI Search data store resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/dataStores/{dataStore}` */
-    datastore?: string;
-    /** Optional. Fully-qualified Vertex AI Search engine resource ID. Format: `projects/{project}/locations/{location}/collections/{collection}/engines/{engine}` */
-    engine?: string;
-}
-
-/** Retrieve from Vertex RAG Store for grounding. */
-export declare interface VertexRagStore {
-    /** Optional. Deprecated. Please use rag_resources instead. */
-    ragCorpora?: string[];
-    /** Optional. The representation of the rag source. It can be used to specify corpus only or ragfiles. Currently only support one corpus or multiple files from one corpus. In the future we may open up multiple corpora support. */
-    ragResources?: VertexRagStoreRagResource[];
-    /** Optional. The retrieval config for the Rag query. */
-    ragRetrievalConfig?: RagRetrievalConfig;
-    /** Optional. Number of top k results to return from the selected corpora. */
-    similarityTopK?: number;
-    /** Optional. Only return results with vector distance smaller than the threshold. */
-    vectorDistanceThreshold?: number;
-}
-
-/** The definition of the Rag resource. */
-export declare interface VertexRagStoreRagResource {
-    /** Optional. RagCorpora resource name. Format: `projects/{project}/locations/{location}/ragCorpora/{rag_corpus}` */
-    ragCorpus?: string;
-    /** Optional. rag_file_id. The files should be in the same rag_corpus set in rag_corpus field. */
-    ragFileIds?: string[];
-}
-
-/** A generated video. */
-export declare interface Video {
-    /** Path to another storage. */
-    uri?: string;
-    /** Video bytes. */
-    videoBytes?: string;
-    /** Video encoding, for example "video/mp4". */
-    mimeType?: string;
-}
-
-/** Describes how the video in the Part should be used by the model. */
-export declare interface VideoMetadata {
-    /** The frame rate of the video sent to the model. If not specified, the
-     default value will be 1.0. The fps range is (0.0, 24.0]. */
-    fps?: number;
-    /** Optional. The end offset of the video. */
-    endOffset?: string;
-    /** Optional. The start offset of the video. */
-    startOffset?: string;
-}
-
-/** The configuration for the voice to use. */
-export declare interface VoiceConfig {
-    /** The configuration for the speaker to use.
-     */
-    prebuiltVoiceConfig?: PrebuiltVoiceConfig;
-}
-
-declare interface WebSocket_2 {
-    /**
-     * Connects the socket to the server.
-     */
-    connect(): void;
-    /**
-     * Sends a message to the server.
-     */
-    send(message: string): void;
-    /**
-     * Closes the socket connection.
-     */
-    close(): void;
-}
-
-/**
- * @license
- * Copyright 2025 Google LLC
- * SPDX-License-Identifier: Apache-2.0
- */
-declare interface WebSocketCallbacks {
-    onopen: () => void;
-    onerror: (e: any) => void;
-    onmessage: (e: any) => void;
-    onclose: (e: any) => void;
-}
-
-declare interface WebSocketFactory {
-    /**
-     * Returns a new WebSocket instance.
-     */
-    create(url: string, headers: Record<string, string>, callbacks: WebSocketCallbacks): WebSocket_2;
-}
-
-/** Maps a prompt to a relative weight to steer music generation. */
-export declare interface WeightedPrompt {
-    /** Text prompt. */
-    text?: string;
-    /** Weight of the prompt. The weight is used to control the relative
-     importance of the prompt. Higher weights are more important than lower
-     weights.
-
-     Weight must not be 0. Weights of all weighted_prompts in this
-     LiveMusicClientContent message will be normalized. */
-    weight?: number;
-}
-
-export { }