diff --git a/packages/aiCore/patches/@ai-sdk__google-vertex.patch b/.yarn/patches/@ai-sdk-google-vertex-npm-2.2.24-b89772c4de.patch similarity index 100% rename from packages/aiCore/patches/@ai-sdk__google-vertex.patch rename to .yarn/patches/@ai-sdk-google-vertex-npm-2.2.24-b89772c4de.patch diff --git a/.yarn/patches/@ai-sdk-openai-compatible-npm-0.2.14-bb0a64a4be.patch b/.yarn/patches/@ai-sdk-openai-compatible-npm-0.2.14-bb0a64a4be.patch new file mode 100644 index 0000000000..aaa70c733e --- /dev/null +++ b/.yarn/patches/@ai-sdk-openai-compatible-npm-0.2.14-bb0a64a4be.patch @@ -0,0 +1,94 @@ +diff --git a/dist/index.js b/dist/index.js +index 287fe679c32d30a9745270a00589eb90de8da786..5892d4526529e89fca868251ee0c1b081748c358 100644 +--- a/dist/index.js ++++ b/dist/index.js +@@ -321,8 +321,8 @@ var OpenAICompatibleChatLanguageModel = class { + } : { type: "json_object" } : void 0, + stop: stopSequences, + seed, +- ...providerMetadata == null ? void 0 : providerMetadata[this.providerOptionsName], + reasoning_effort: (_d = (_b = providerMetadata == null ? void 0 : providerMetadata[this.providerOptionsName]) == null ? void 0 : _b.reasoningEffort) != null ? _d : (_c = providerMetadata == null ? void 0 : providerMetadata["openai-compatible"]) == null ? void 0 : _c.reasoningEffort, ++ ...providerMetadata == null ? void 0 : providerMetadata[this.providerOptionsName], + // messages: + messages: convertToOpenAICompatibleChatMessages(prompt) + }; +@@ -510,7 +510,7 @@ var OpenAICompatibleChatLanguageModel = class { + ...args, + stream: true, + // only include stream_options when in strict compatibility mode: +- stream_options: this.config.includeUsage ? { include_usage: true } : void 0 ++ ...(this.config.includeUsage ? { stream_options: { include_usage: true } } : {}) + }; + const metadataExtractor = (_a = this.config.metadataExtractor) == null ? void 0 : _a.createStreamExtractor(); + const { responseHeaders, value: response } = await (0, import_provider_utils2.postJsonToApi)({ +@@ -1324,10 +1324,11 @@ function createOpenAICompatible(options) { + headers: getHeaders, + fetch: options.fetch + }); +- const createLanguageModel = (modelId, settings = {}) => createChatModel(modelId, settings); +- const createChatModel = (modelId, settings = {}) => new OpenAICompatibleChatLanguageModel(modelId, settings, { ++ const createLanguageModel = (modelId, settings = {}, config = {}) => createChatModel(modelId, settings, config); ++ const createChatModel = (modelId, settings = {}, config = {}) => new OpenAICompatibleChatLanguageModel(modelId, settings, { + ...getCommonModelConfig("chat"), +- defaultObjectGenerationMode: "tool" ++ defaultObjectGenerationMode: "tool", ++ ...config + }); + const createCompletionModel = (modelId, settings = {}) => new OpenAICompatibleCompletionLanguageModel( + modelId, +@@ -1344,7 +1345,7 @@ function createOpenAICompatible(options) { + settings, + getCommonModelConfig("image") + ); +- const provider = (modelId, settings) => createLanguageModel(modelId, settings); ++ const provider = (modelId, settings, config) => createLanguageModel(modelId, settings, config); + provider.languageModel = createLanguageModel; + provider.chatModel = createChatModel; + provider.completionModel = createCompletionModel; +diff --git a/dist/index.mjs b/dist/index.mjs +index 6446ad8d3a96c798bea3a17c1802810139d24143..7bb81eb126992cc64453134cc2581c2314c022c1 100644 +--- a/dist/index.mjs ++++ b/dist/index.mjs +@@ -305,8 +305,8 @@ var OpenAICompatibleChatLanguageModel = class { + } : { type: "json_object" } : void 0, + stop: stopSequences, + seed, +- ...providerMetadata == null ? void 0 : providerMetadata[this.providerOptionsName], + reasoning_effort: (_d = (_b = providerMetadata == null ? void 0 : providerMetadata[this.providerOptionsName]) == null ? void 0 : _b.reasoningEffort) != null ? _d : (_c = providerMetadata == null ? void 0 : providerMetadata["openai-compatible"]) == null ? void 0 : _c.reasoningEffort, ++ ...providerMetadata == null ? void 0 : providerMetadata[this.providerOptionsName], + // messages: + messages: convertToOpenAICompatibleChatMessages(prompt) + }; +@@ -494,7 +494,7 @@ var OpenAICompatibleChatLanguageModel = class { + ...args, + stream: true, + // only include stream_options when in strict compatibility mode: +- stream_options: this.config.includeUsage ? { include_usage: true } : void 0 ++ ...(this.config.includeUsage ? { stream_options: { include_usage: true } } : {}) + }; + const metadataExtractor = (_a = this.config.metadataExtractor) == null ? void 0 : _a.createStreamExtractor(); + const { responseHeaders, value: response } = await postJsonToApi({ +@@ -1331,10 +1331,11 @@ function createOpenAICompatible(options) { + headers: getHeaders, + fetch: options.fetch + }); +- const createLanguageModel = (modelId, settings = {}) => createChatModel(modelId, settings); +- const createChatModel = (modelId, settings = {}) => new OpenAICompatibleChatLanguageModel(modelId, settings, { ++ const createLanguageModel = (modelId, settings = {}, config = {}) => createChatModel(modelId, settings, config); ++ const createChatModel = (modelId, settings = {}, config = {}) => new OpenAICompatibleChatLanguageModel(modelId, settings, { + ...getCommonModelConfig("chat"), +- defaultObjectGenerationMode: "tool" ++ defaultObjectGenerationMode: "tool", ++ ...config + }); + const createCompletionModel = (modelId, settings = {}) => new OpenAICompatibleCompletionLanguageModel( + modelId, +@@ -1351,7 +1352,7 @@ function createOpenAICompatible(options) { + settings, + getCommonModelConfig("image") + ); +- const provider = (modelId, settings) => createLanguageModel(modelId, settings); ++ const provider = (modelId, settings, config) => createLanguageModel(modelId, settings, config); + provider.languageModel = createLanguageModel; + provider.chatModel = createChatModel; + provider.completionModel = createCompletionModel; diff --git a/package.json b/package.json index 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patches/@ai-sdk__google-vertex.patch diff --git a/src/renderer/src/aiCore/index_new.ts b/src/renderer/src/aiCore/index_new.ts index edb6d93900..8c493e675b 100644 --- a/src/renderer/src/aiCore/index_new.ts +++ b/src/renderer/src/aiCore/index_new.ts @@ -162,16 +162,8 @@ export default class ModernAiProvider { } try { - // 合并传入的配置和实例配置 - const finalConfig: AiSdkMiddlewareConfig = { - ...middlewareConfig, - provider: this.provider, - // 工具相关信息从 params 中获取 - enableTool: !!Object.keys(params.tools || {}).length - } - // 动态构建中间件数组 - const middlewares = buildAiSdkMiddlewares(finalConfig) + const middlewares = buildAiSdkMiddlewares(middlewareConfig) console.log('构建的中间件:', middlewares) // 创建带有中间件的执行器 @@ -179,27 +171,29 @@ export default class ModernAiProvider { // 流式处理 - 使用适配器 const adapter = new AiSdkToChunkAdapter(middlewareConfig.onChunk) // 创建MCP Prompt插件 - const mcpPromptPlugin = createMCPPromptPlugin({ - enabled: true, - createSystemMessage: (systemPrompt, params, context) => { - console.log('createSystemMessage_context', context.isRecursiveCall) - if (context.modelId.includes('o1-mini') || context.modelId.includes('o1-preview')) { - if (context.isRecursiveCall) { + if (middlewareConfig.enableTool) { + const mcpPromptPlugin = createMCPPromptPlugin({ + enabled: true, + createSystemMessage: (systemPrompt, params, context) => { + console.log('createSystemMessage_context', context.isRecursiveCall) + if (context.modelId.includes('o1-mini') || context.modelId.includes('o1-preview')) { + if (context.isRecursiveCall) { + return null + } + params.messages = [ + { + role: 'assistant', + content: systemPrompt + }, + ...params.messages + ] return null } - params.messages = [ - { - role: 'assistant', - content: systemPrompt - }, - ...params.messages - ] - return null + return systemPrompt } - return systemPrompt - } - }) - this.modernExecutor.pluginEngine.use(mcpPromptPlugin) + }) + this.modernExecutor.pluginEngine.use(mcpPromptPlugin) + } const streamResult = await this.modernExecutor.streamText( modelId, params, diff --git a/src/renderer/src/aiCore/middleware/aisdk/AiSdkMiddlewareBuilder.ts b/src/renderer/src/aiCore/middleware/aisdk/AiSdkMiddlewareBuilder.ts index 77efe9a7e6..02a440979e 100644 --- a/src/renderer/src/aiCore/middleware/aisdk/AiSdkMiddlewareBuilder.ts +++ b/src/renderer/src/aiCore/middleware/aisdk/AiSdkMiddlewareBuilder.ts @@ -18,6 +18,7 @@ export interface AiSdkMiddlewareConfig { model?: Model provider?: Provider enableReasoning?: boolean + // 是否开启提示词工具调用 enableTool?: boolean enableWebSearch?: boolean mcpTools?: MCPTool[] diff --git a/src/renderer/src/aiCore/middleware/aisdk/ThinkingTimeMiddleware.ts b/src/renderer/src/aiCore/middleware/aisdk/ThinkingTimeMiddleware.ts index 3da2676c4b..2fa7f4dac9 100644 --- a/src/renderer/src/aiCore/middleware/aisdk/ThinkingTimeMiddleware.ts +++ b/src/renderer/src/aiCore/middleware/aisdk/ThinkingTimeMiddleware.ts @@ -39,9 +39,8 @@ export default function thinkingTimeMiddleware(): LanguageModelV1Middleware { hasThinkingContent = false thinkingStartTime = 0 accumulatedThinkingContent = '' - } else { - controller.enqueue(chunk) } + controller.enqueue(chunk) } }, flush(controller) { diff --git a/src/renderer/src/aiCore/provider/factory.ts b/src/renderer/src/aiCore/provider/factory.ts index 3ad3684407..aa2456849e 100644 --- a/src/renderer/src/aiCore/provider/factory.ts +++ b/src/renderer/src/aiCore/provider/factory.ts @@ -11,18 +11,18 @@ const PROVIDER_MAPPING: Record = { } export function getAiSdkProviderId(provider: Provider): ProviderId | 'openai-compatible' { - const providerType = PROVIDER_MAPPING[provider.type] // 有些第三方需要映射到aicore对应sdk - - if (providerType) { - return providerType - } - const providerId = PROVIDER_MAPPING[provider.id] if (providerId) { return providerId } + const providerType = PROVIDER_MAPPING[provider.type] // 有些第三方需要映射到aicore对应sdk + + if (providerType) { + return providerType + } + if (AiCore.isSupported(provider.id)) { return provider.id as ProviderId as ProviderId } diff --git a/src/renderer/src/aiCore/transformParameters.ts b/src/renderer/src/aiCore/transformParameters.ts index 8566d03016..8f4154e640 100644 --- a/src/renderer/src/aiCore/transformParameters.ts +++ b/src/renderer/src/aiCore/transformParameters.ts @@ -4,7 +4,6 @@ */ import { type CoreMessage, type StreamTextParams } from '@cherrystudio/ai-core' -import { aiSdk } from '@cherrystudio/ai-core' import { DEFAULT_MAX_TOKENS } from '@renderer/config/constant' import { isGenerateImageModel, @@ -18,18 +17,16 @@ import { isWebSearchModel } from '@renderer/config/models' import { getAssistantSettings, getDefaultModel } from '@renderer/services/AssistantService' -import type { Assistant, MCPTool, MCPToolInputSchema, MCPToolResponse, Message, Model } from '@renderer/types' +import type { Assistant, MCPTool, Message, Model } from '@renderer/types' import { FileTypes } from '@renderer/types' -import { callMCPTool } from '@renderer/utils/mcp-tools' import { findFileBlocks, findImageBlocks, getMainTextContent } from '@renderer/utils/messageUtils/find' import { buildSystemPrompt } from '@renderer/utils/prompt' import { defaultTimeout } from '@shared/config/constant' + // import { jsonSchemaToZod } from 'json-schema-to-zod' -import { jsonSchema } from 'ai' +import { setupToolsConfig } from './utils/mcp' +import { buildProviderOptions } from './utils/options' -import { buildProviderOptions } from './utils/reasoning' - -const { tool } = aiSdk /** * 获取温度参数 */ @@ -190,7 +187,6 @@ export async function buildStreamTextParams( assistant: Assistant, options: { mcpTools?: MCPTool[] - // FIXME: 上游没传 enableTools?: boolean requestOptions?: { signal?: AbortSignal @@ -199,7 +195,7 @@ export async function buildStreamTextParams( } } = {} ): Promise<{ params: StreamTextParams; modelId: string }> { - const { mcpTools } = options + const { mcpTools, enableTools } = options const model = assistant.model || getDefaultModel() @@ -221,11 +217,11 @@ export async function buildStreamTextParams( (isSupportedDisableGenerationModel(model) ? assistant.enableGenerateImage || false : true) // 构建系统提示 - let systemPrompt = assistant.prompt || '' - // TODO:根据调用类型判断是否添加systemPrompt - if (mcpTools && mcpTools.length > 0 && assistant.settings?.toolUseMode === 'prompt') { - systemPrompt = await buildSystemPromptWithTools(systemPrompt, mcpTools, assistant) - } + const { tools } = setupToolsConfig({ + mcpTools, + model, + enableToolUse: enableTools + }) // 构建真正的 providerOptions const providerOptions = buildProviderOptions(assistant, model, { @@ -240,22 +236,14 @@ export async function buildStreamTextParams( maxTokens: maxTokens || DEFAULT_MAX_TOKENS, temperature: getTemperature(assistant, model), topP: getTopP(assistant, model), - system: systemPrompt || undefined, + system: assistant.prompt || '', abortSignal: options.requestOptions?.signal, headers: options.requestOptions?.headers, providerOptions, + tools, maxSteps: 10 } - const tools = mcpTools ? convertMcpToolsToAiSdkTools(mcpTools) : {} - console.log('tools', tools) - console.log('enableTools', assistant?.mcpServers?.length) - // console.log('tools.length > 0', tools.length > 0) - // 添加工具（如果启用且有工具） - if (!!assistant?.mcpServers?.length && Object.keys(tools).length > 0) { - params.tools = tools - } - return { params, modelId: model.id } } @@ -273,76 +261,3 @@ export async function buildGenerateTextParams( // 复用流式参数的构建逻辑 return await buildStreamTextParams(messages, assistant, options) } - -/** - * 将 MCPToolInputSchema 转换为 JSONSchema7 格式 - */ -function convertMcpSchemaToJsonSchema7(schema: MCPToolInputSchema): any { - // 创建符合 JSONSchema7 的对象 - const jsonSchema7: Record = { - type: 'object', - properties: schema.properties || {}, - required: schema.required || [] - } - - // 如果有 description，添加它 - if (schema.description) { - jsonSchema7.description = schema.description - } - - // 如果有 title，添加它 - if (schema.title) { - jsonSchema7.title = schema.title - } - - return jsonSchema7 -} - -/** - * 将 MCPTool 转换为 AI SDK 工具格式 - */ -export function convertMcpToolsToAiSdkTools(mcpTools: MCPTool[]): Record { - const tools: Record = {} - - for (const mcpTool of mcpTools) { - console.log('mcpTool', mcpTool.inputSchema) - tools[mcpTool.name] = tool({ - description: mcpTool.description || `Tool from ${mcpTool.serverName}`, - parameters: jsonSchema>(convertMcpSchemaToJsonSchema7(mcpTool.inputSchema)), - execute: async (params) => { - console.log('execute_params', params) - // 创建适配的 MCPToolResponse 对象 - const toolResponse: MCPToolResponse = { - id: `tool_${Date.now()}_${Math.random().toString(36).substr(2, 9)}`, - tool: mcpTool, - arguments: params, - status: 'invoking', - toolCallId: `call_${Date.now()}_${Math.random().toString(36).substr(2, 9)}` - } - - try { - // 复用现有的 callMCPTool 函数 - const result = await callMCPTool(toolResponse) - - // 返回结果，AI SDK 会处理序列化 - if (result.isError) { - throw new Error(result.content?.[0]?.text || 'Tool execution failed') - } - console.log('result', result) - // 返回工具执行结果 - return { - success: true, - data: result - } - } catch (error) { - console.error(`MCP Tool execution failed: ${mcpTool.name}`, error) - throw new Error( - `Tool ${mcpTool.name} execution failed: ${error instanceof Error ? error.message : String(error)}` - ) - } - } - }) - } - - return tools -} diff --git a/src/renderer/src/aiCore/utils/mcp.ts b/src/renderer/src/aiCore/utils/mcp.ts new file mode 100644 index 0000000000..09153698a3 --- /dev/null +++ b/src/renderer/src/aiCore/utils/mcp.ts @@ -0,0 +1,88 @@ +import { aiSdk, Tool } from '@cherrystudio/ai-core' +import { SYSTEM_PROMPT_THRESHOLD } from '@renderer/config/constant' +import { isFunctionCallingModel } from '@renderer/config/models' +import { MCPCallToolResponse, MCPTool, MCPToolResponse, Model } from '@renderer/types' +import { callMCPTool } from '@renderer/utils/mcp-tools' +import { JSONSchema7 } from 'json-schema' + +type ToolCallResult = { + success: boolean + data: MCPCallToolResponse +} + +type AiSdkTool = Tool + +// Setup tools configuration based on provided parameters +export function setupToolsConfig(params: { mcpTools?: MCPTool[]; model: Model; enableToolUse?: boolean }): { + tools: Record + useSystemPromptForTools?: boolean +} { + const { mcpTools, model, enableToolUse } = params + + let tools: Record = {} + + if (!mcpTools?.length) { + return { tools } + } + + tools = convertMcpToolsToAiSdkTools(mcpTools) + + if (mcpTools.length > SYSTEM_PROMPT_THRESHOLD) { + return { tools, useSystemPromptForTools: true } + } + + if (isFunctionCallingModel(model) && enableToolUse) { + return { tools, useSystemPromptForTools: false } + } + + return { tools, useSystemPromptForTools: true } +} + +/** + * 将 MCPTool 转换为 AI SDK 工具格式 + */ +export function convertMcpToolsToAiSdkTools(mcpTools: MCPTool[]): Record> { + const tools: Record> = {} + + for (const mcpTool of mcpTools) { + console.log('mcpTool', mcpTool.inputSchema) + tools[mcpTool.name] = aiSdk.tool({ + description: mcpTool.description || `Tool from ${mcpTool.serverName}`, + parameters: aiSdk.jsonSchema(mcpTool.inputSchema as JSONSchema7), + execute: async (params): Promise => { + console.log('execute_params', params) + // 创建适配的 MCPToolResponse 对象 + const toolResponse: MCPToolResponse = { + id: `tool_${Date.now()}_${Math.random().toString(36).substr(2, 9)}`, + tool: mcpTool, + arguments: params, + status: 'invoking', + toolCallId: `call_${Date.now()}_${Math.random().toString(36).substr(2, 9)}` + } + + try { + // 复用现有的 callMCPTool 函数 + const result = await callMCPTool(toolResponse) + + // 返回结果，AI SDK 会处理序列化 + if (result.isError) { + throw new Error(result.content?.[0]?.text || 'Tool execution failed') + } + console.log('result', result) + // 返回工具执行结果 + return { + success: true, + data: result + } + } catch (error) { + console.error(`MCP Tool execution failed: ${mcpTool.name}`, error) + throw new Error( + `Tool ${mcpTool.name} execution failed: ${error instanceof Error ? error.message : String(error)}` + ) + } + } + }) + } + + return tools +} diff --git a/src/renderer/src/aiCore/utils/options.ts b/src/renderer/src/aiCore/utils/options.ts new file mode 100644 index 0000000000..299a4fb806 --- /dev/null +++ b/src/renderer/src/aiCore/utils/options.ts @@ -0,0 +1,203 @@ +import { getProviderByModel } from '@renderer/services/AssistantService' +import { Assistant, Model } from '@renderer/types' + +import { getAiSdkProviderId } from '../provider/factory' +import { + getAnthropicReasoningParams, + getCustomParameters, + getGeminiReasoningParams, + getOpenAIReasoningParams, + getReasoningEffort +} from './reasoning' + +/** + * 构建 AI SDK 的 providerOptions + * 按 provider 类型分离，保持类型安全 + * 返回格式：{ 'providerId': providerOptions } + */ +export function buildProviderOptions( + assistant: Assistant, + model: Model, + capabilities: { + enableReasoning: boolean + enableWebSearch: boolean + enableGenerateImage: boolean + } +): Record { + const provider = getProviderByModel(model) + const providerId = getAiSdkProviderId(provider) + + // 构建 provider 特定的选项 + let providerSpecificOptions: Record = {} + + // 根据 provider 类型分离构建逻辑 + switch (provider.type) { + case 'openai-response': + case 'azure-openai': + providerSpecificOptions = buildOpenAIProviderOptions(assistant, model, capabilities) + break + + case 'anthropic': + providerSpecificOptions = buildAnthropicProviderOptions(assistant, model, capabilities) + break + + case 'gemini': + case 'vertexai': + providerSpecificOptions = buildGeminiProviderOptions(assistant, model, capabilities) + break + + default: + // 对于其他 provider，使用通用的构建逻辑 + providerSpecificOptions = buildGenericProviderOptions(assistant, model, capabilities) + break + } + + // 合并自定义参数到 provider 特定的选项中 + providerSpecificOptions = { + ...providerSpecificOptions, + ...getCustomParameters(assistant) + } + + // 返回 AI Core SDK 要求的格式：{ 'providerId': providerOptions } + return { + [providerId]: providerSpecificOptions + } +} + +/** + * 构建 OpenAI 特定的 providerOptions + */ +function buildOpenAIProviderOptions( + assistant: Assistant, + model: Model, + capabilities: { + enableReasoning: boolean + enableWebSearch: boolean + enableGenerateImage: boolean + } +): Record { + const { enableReasoning, enableWebSearch, enableGenerateImage } = capabilities + let providerOptions: Record = {} + + // OpenAI 推理参数 + if (enableReasoning) { + const reasoningParams = getOpenAIReasoningParams(assistant, model) + providerOptions = { + ...providerOptions, + ...reasoningParams + } + } + + // Web 搜索和图像生成暂时使用通用格式 + if (enableWebSearch) { + providerOptions.webSearch = { enabled: true } + } + + if (enableGenerateImage) { + providerOptions.generateImage = { enabled: true } + } + + return providerOptions +} + +/** + * 构建 Anthropic 特定的 providerOptions + */ +function buildAnthropicProviderOptions( + assistant: Assistant, + model: Model, + capabilities: { + enableReasoning: boolean + enableWebSearch: boolean + enableGenerateImage: boolean + } +): Record { + const { enableReasoning, enableWebSearch, enableGenerateImage } = capabilities + let providerOptions: Record = {} + + // Anthropic 推理参数 + if (enableReasoning) { + const reasoningParams = getAnthropicReasoningParams(assistant, model) + providerOptions = { + ...providerOptions, + ...reasoningParams + } + } + + if (enableWebSearch) { + providerOptions.webSearch = { enabled: true } + } + + if (enableGenerateImage) { + providerOptions.generateImage = { enabled: true } + } + + return providerOptions +} + +/** + * 构建 Gemini 特定的 providerOptions + */ +function buildGeminiProviderOptions( + assistant: Assistant, + model: Model, + capabilities: { + enableReasoning: boolean + enableWebSearch: boolean + enableGenerateImage: boolean + } +): Record { + const { enableReasoning, enableWebSearch, enableGenerateImage } = capabilities + const providerOptions: Record = {} + + // Gemini 推理参数 + if (enableReasoning) { + const reasoningParams = getGeminiReasoningParams(assistant, model) + Object.assign(providerOptions, reasoningParams) + } + + if (enableWebSearch) { + providerOptions.webSearch = { enabled: true } + } + + if (enableGenerateImage) { + providerOptions.generateImage = { enabled: true } + } + + return providerOptions +} + +/** + * 构建通用的 providerOptions（用于其他 provider） + */ +function buildGenericProviderOptions( + assistant: Assistant, + model: Model, + capabilities: { + enableReasoning: boolean + enableWebSearch: boolean + enableGenerateImage: boolean + } +): Record { + const { enableReasoning, enableWebSearch, enableGenerateImage } = capabilities + let providerOptions: Record = {} + + // 使用原有的通用推理逻辑 + if (enableReasoning) { + const reasoningParams = getReasoningEffort(assistant, model) + providerOptions = { + ...providerOptions, + ...reasoningParams + } + } + + if (enableWebSearch) { + providerOptions.webSearch = { enabled: true } + } + + if (enableGenerateImage) { + providerOptions.generateImage = { enabled: true } + } + + return providerOptions +} diff --git a/src/renderer/src/aiCore/utils/reasoning.ts b/src/renderer/src/aiCore/utils/reasoning.ts index 80471e75e6..6de34dfdbe 100644 --- a/src/renderer/src/aiCore/utils/reasoning.ts +++ b/src/renderer/src/aiCore/utils/reasoning.ts @@ -17,8 +17,6 @@ import { getAssistantSettings, getProviderByModel } from '@renderer/services/Ass import { Assistant, EFFORT_RATIO, Model } from '@renderer/types' import { ReasoningEffortOptionalParams } from '@renderer/types/sdk' -import { getAiSdkProviderId } from '../provider/factory' - export function getReasoningEffort(assistant: Assistant, model: Model): ReasoningEffortOptionalParams { const provider = getProviderByModel(model) if (provider.id === 'groq') { @@ -138,192 +136,11 @@ export function getReasoningEffort(assistant: Assistant, model: Model): Reasonin return {} } -/** - * 构建 AI SDK 的 providerOptions - * 按 provider 类型分离，保持类型安全 - * 返回格式：{ 'providerId': providerOptions } - */ -export function buildProviderOptions( - assistant: Assistant, - model: Model, - capabilities: { - enableReasoning: boolean - enableWebSearch: boolean - enableGenerateImage: boolean - } -): Record { - const provider = getProviderByModel(model) - const providerId = getAiSdkProviderId(provider) - - // 构建 provider 特定的选项 - let providerSpecificOptions: Record = {} - - // 根据 provider 类型分离构建逻辑 - switch (provider.type) { - case 'openai': - case 'azure-openai': - providerSpecificOptions = buildOpenAIProviderOptions(assistant, model, capabilities) - break - - case 'anthropic': - providerSpecificOptions = buildAnthropicProviderOptions(assistant, model, capabilities) - break - - case 'gemini': - case 'vertexai': - providerSpecificOptions = buildGeminiProviderOptions(assistant, model, capabilities) - break - - default: - // 对于其他 provider，使用通用的构建逻辑 - providerSpecificOptions = buildGenericProviderOptions(assistant, model, capabilities) - break - } - - // 合并自定义参数到 provider 特定的选项中 - const customParameters = getCustomParameters(assistant) - Object.assign(providerSpecificOptions, customParameters) - - // 返回 AI Core SDK 要求的格式：{ 'providerId': providerOptions } - return { - [providerId]: providerSpecificOptions - } -} - -/** - * 构建 OpenAI 特定的 providerOptions - */ -function buildOpenAIProviderOptions( - assistant: Assistant, - model: Model, - capabilities: { - enableReasoning: boolean - enableWebSearch: boolean - enableGenerateImage: boolean - } -): Record { - const { enableReasoning, enableWebSearch, enableGenerateImage } = capabilities - const providerOptions: Record = {} - - // OpenAI 推理参数 - if (enableReasoning) { - const reasoningParams = getOpenAIReasoningParams(assistant, model) - Object.assign(providerOptions, reasoningParams) - } - - // Web 搜索和图像生成暂时使用通用格式 - if (enableWebSearch) { - providerOptions.webSearch = { enabled: true } - } - - if (enableGenerateImage) { - providerOptions.generateImage = { enabled: true } - } - - return providerOptions -} - -/** - * 构建 Anthropic 特定的 providerOptions - */ -function buildAnthropicProviderOptions( - assistant: Assistant, - model: Model, - capabilities: { - enableReasoning: boolean - enableWebSearch: boolean - enableGenerateImage: boolean - } -): Record { - const { enableReasoning, enableWebSearch, enableGenerateImage } = capabilities - const providerOptions: Record = {} - - // Anthropic 推理参数 - if (enableReasoning) { - const reasoningParams = getAnthropicReasoningParams(assistant, model) - Object.assign(providerOptions, reasoningParams) - } - - if (enableWebSearch) { - providerOptions.webSearch = { enabled: true } - } - - if (enableGenerateImage) { - providerOptions.generateImage = { enabled: true } - } - - return providerOptions -} - -/** - * 构建 Gemini 特定的 providerOptions - */ -function buildGeminiProviderOptions( - assistant: Assistant, - model: Model, - capabilities: { - enableReasoning: boolean - enableWebSearch: boolean - enableGenerateImage: boolean - } -): Record { - const { enableReasoning, enableWebSearch, enableGenerateImage } = capabilities - const providerOptions: Record = {} - - // Gemini 推理参数 - if (enableReasoning) { - const reasoningParams = getGeminiReasoningParams(assistant, model) - Object.assign(providerOptions, reasoningParams) - } - - if (enableWebSearch) { - providerOptions.webSearch = { enabled: true } - } - - if (enableGenerateImage) { - providerOptions.generateImage = { enabled: true } - } - - return providerOptions -} - -/** - * 构建通用的 providerOptions（用于其他 provider） - */ -function buildGenericProviderOptions( - assistant: Assistant, - model: Model, - capabilities: { - enableReasoning: boolean - enableWebSearch: boolean - enableGenerateImage: boolean - } -): Record { - const { enableReasoning, enableWebSearch, enableGenerateImage } = capabilities - const providerOptions: Record = {} - - // 使用原有的通用推理逻辑 - if (enableReasoning) { - const reasoningParams = getReasoningEffort(assistant, model) - Object.assign(providerOptions, reasoningParams) - } - - if (enableWebSearch) { - providerOptions.webSearch = { enabled: true } - } - - if (enableGenerateImage) { - providerOptions.generateImage = { enabled: true } - } - - return providerOptions -} - /** * 获取 OpenAI 推理参数 * 从 OpenAIResponseAPIClient 和 OpenAIAPIClient 中提取的逻辑 */ -function getOpenAIReasoningParams(assistant: Assistant, model: Model): Record { +export function getOpenAIReasoningParams(assistant: Assistant, model: Model): Record { if (!isReasoningModel(model)) { return {} } @@ -348,7 +165,7 @@ function getOpenAIReasoningParams(assistant: Assistant, model: Model): Record { +export function getAnthropicReasoningParams(assistant: Assistant, model: Model): Record { if (!isReasoningModel(model)) { return {} } @@ -394,7 +211,7 @@ function getAnthropicReasoningParams(assistant: Assistant, model: Model): Record * 获取 Gemini 推理参数 * 从 GeminiAPIClient 中提取的逻辑 */ -function getGeminiReasoningParams(assistant: Assistant, model: Model): Record { +export function getGeminiReasoningParams(assistant: Assistant, model: Model): Record { if (!isReasoningModel(model)) { return {} } @@ -440,7 +257,7 @@ function getGeminiReasoningParams(assistant: Assistant, model: Model): Record { +export function getCustomParameters(assistant: Assistant): Record { return ( assistant?.settings?.customParameters?.reduce((acc, param) => { if (!param.name?.trim()) { diff --git a/src/renderer/src/config/constant.ts b/src/renderer/src/config/constant.ts index 05f9bfbc19..4a23aede3a 100644 --- a/src/renderer/src/config/constant.ts +++ b/src/renderer/src/config/constant.ts @@ -1,6 +1,7 @@ export const DEFAULT_TEMPERATURE = 1.0 export const DEFAULT_CONTEXTCOUNT = 5 export const DEFAULT_MAX_TOKENS = 4096 +export const SYSTEM_PROMPT_THRESHOLD = 128 export const DEFAULT_KNOWLEDGE_DOCUMENT_COUNT = 6 export const DEFAULT_KNOWLEDGE_THRESHOLD = 0.0 diff --git a/src/renderer/src/services/ApiService.ts b/src/renderer/src/services/ApiService.ts index 8d4308cf97..da73ac4c23 100644 --- a/src/renderer/src/services/ApiService.ts +++ b/src/renderer/src/services/ApiService.ts @@ -20,6 +20,7 @@ import { type Chunk, ChunkType } from '@renderer/types/chunk' import { Message } from '@renderer/types/newMessage' import { SdkModel } from '@renderer/types/sdk' import { removeSpecialCharactersForTopicName } from '@renderer/utils' +import { isEnabledToolUse } from '@renderer/utils/mcp-tools' import { findFileBlocks, getMainTextContent } from '@renderer/utils/messageUtils/find' import { isEmpty, takeRight } from 'lodash' @@ -302,6 +303,7 @@ export async function fetchChatCompletion({ // 使用 transformParameters 模块构建参数 const { params: aiSdkParams, modelId } = await buildStreamTextParams(messages, assistant, { mcpTools: mcpTools, + enableTools: isEnabledToolUse(assistant), requestOptions: options }) @@ -311,6 +313,7 @@ export async function fetchChatCompletion({ model: assistant.model, provider: provider, enableReasoning: assistant.settings?.reasoning_effort !== undefined, + enableTool: assistant.settings?.toolUseMode === 'prompt', mcpTools } diff --git a/yarn.lock b/yarn.lock index b3d6bf6e57..1fdbe679b2 100644 --- a/yarn.lock +++ b/yarn.lock @@ -190,7 +190,7 @@ __metadata: languageName: node linkType: hard -"@ai-sdk/google-vertex@npm:^2.2.24": +"@ai-sdk/google-vertex@npm:2.2.24": version: 2.2.24 resolution: "@ai-sdk/google-vertex@npm:2.2.24" dependencies: @@ -205,6 +205,21 @@ __metadata: languageName: node linkType: hard +"@ai-sdk/google-vertex@patch:@ai-sdk/google-vertex@npm%3A2.2.24#~/.yarn/patches/@ai-sdk-google-vertex-npm-2.2.24-b89772c4de.patch": + version: 2.2.24 + resolution: "@ai-sdk/google-vertex@patch:@ai-sdk/google-vertex@npm%3A2.2.24#~/.yarn/patches/@ai-sdk-google-vertex-npm-2.2.24-b89772c4de.patch::version=2.2.24&hash=ec30c6" + dependencies: + "@ai-sdk/anthropic": "npm:1.2.12" + "@ai-sdk/google": "npm:1.2.19" + "@ai-sdk/provider": "npm:1.1.3" + "@ai-sdk/provider-utils": "npm:2.2.8" + google-auth-library: "npm:^9.15.0" + peerDependencies: + zod: ^3.0.0 + checksum: 10c0/6afbb0557e5c82e09fa9fed5b9cb77e7a4b667023e4dce883524ad5df41607b416a5e1a0487367434909fb60971d956c1bad6350d5d261fafaf7e4ac123ac0bd + languageName: node + linkType: hard + "@ai-sdk/google@npm:1.2.19, @ai-sdk/google@npm:^1.2.19": version: 1.2.19 resolution: "@ai-sdk/google@npm:1.2.19" @@ -241,7 +256,7 @@ __metadata: languageName: node linkType: hard -"@ai-sdk/openai-compatible@npm:0.2.14, @ai-sdk/openai-compatible@npm:^0.2.14": +"@ai-sdk/openai-compatible@npm:0.2.14": version: 0.2.14 resolution: "@ai-sdk/openai-compatible@npm:0.2.14" dependencies: @@ -253,6 +268,18 @@ __metadata: languageName: node linkType: hard +"@ai-sdk/openai-compatible@patch:@ai-sdk/openai-compatible@npm%3A0.2.14#~/.yarn/patches/@ai-sdk-openai-compatible-npm-0.2.14-bb0a64a4be.patch": + version: 0.2.14 + resolution: "@ai-sdk/openai-compatible@patch:@ai-sdk/openai-compatible@npm%3A0.2.14#~/.yarn/patches/@ai-sdk-openai-compatible-npm-0.2.14-bb0a64a4be.patch::version=0.2.14&hash=f24fda" + dependencies: + "@ai-sdk/provider": "npm:1.1.3" + "@ai-sdk/provider-utils": "npm:2.2.8" + peerDependencies: + zod: ^3.0.0 + checksum: 10c0/ba49e5fc1434c6fdd8482c82dba98c9775753333c7854300801b3003d503784bfc628acc4abc100e956f72287a14990d65773d3dfab17389d1ff152e749068ab + languageName: node + linkType: hard + "@ai-sdk/openai@npm:1.3.22, @ai-sdk/openai@npm:^1.3.22": version: 1.3.22 resolution: "@ai-sdk/openai@npm:1.3.22" @@ -368,7 +395,7 @@ __metadata: languageName: node linkType: hard -"@ai-sdk/provider@npm:1.1.3, @ai-sdk/provider@npm:^1.0.0, @ai-sdk/provider@npm:^1.0.7": +"@ai-sdk/provider@npm:1.1.3, @ai-sdk/provider@npm:^1.0.0, @ai-sdk/provider@npm:^1.0.7, @ai-sdk/provider@npm:^1.1.3": version: 1.1.3 resolution: "@ai-sdk/provider@npm:1.1.3" dependencies: @@ -710,6 +737,19 @@ __metadata: languageName: node linkType: hard +"@babel/generator@npm:^7.27.5": + version: 7.27.5 + resolution: "@babel/generator@npm:7.27.5" + dependencies: + "@babel/parser": "npm:^7.27.5" + "@babel/types": "npm:^7.27.3" + 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"responselike@npm:2.0.1" @@ -16959,6 +17287,85 @@ __metadata: languageName: node linkType: hard +"rolldown-plugin-dts@npm:^0.13.12": + version: 0.13.12 + resolution: "rolldown-plugin-dts@npm:0.13.12" + dependencies: + "@babel/generator": "npm:^7.27.5" + "@babel/parser": "npm:^7.27.5" + "@babel/types": "npm:^7.27.6" + ast-kit: "npm:^2.1.0" + birpc: "npm:^2.4.0" + debug: "npm:^4.4.1" + dts-resolver: "npm:^2.1.1" + get-tsconfig: "npm:^4.10.1" + peerDependencies: + "@typescript/native-preview": ">=7.0.0-dev.20250601.1" + rolldown: ^1.0.0-beta.9 + typescript: ^5.0.0 + vue-tsc: ~2.2.0 + peerDependenciesMeta: + "@typescript/native-preview": + optional: true + typescript: + optional: true + vue-tsc: + optional: true + checksum: 10c0/811d1bef1649119895aaf7f87f0a23bd73438680d839c9c8331791995184ae4983deee67ed9b21abfc5521f4bda704f3ebbb84fda2259d6789d15d0c4411e36f + languageName: node + linkType: hard + +"rolldown@npm:^1.0.0-beta.19": + version: 1.0.0-beta.9-commit.d91dfb5 + resolution: 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