feat: support dashscope reranker (#5725)

src/main/reranker/DashscopeReranker.ts

@@ -0,0 +1,58 @@
+import type { ExtractChunkData } from '@cherrystudio/embedjs-interfaces'
+import axiosProxy from '@main/services/AxiosProxy'
+import { KnowledgeBaseParams } from '@types'
+
+import BaseReranker from './BaseReranker'
+
+interface DashscopeRerankResultItem {
+  document: {
+    text: string
+  }
+  index: number
+  relevance_score: number
+}
+
+interface DashscopeRerankResponse {
+  output: {
+    results: DashscopeRerankResultItem[]
+  }
+  usage: {
+    total_tokens: number
+  }
+  request_id: string
+}
+
+export default class DashscopeReranker extends BaseReranker {
+  constructor(base: KnowledgeBaseParams) {
+    super(base)
+  }
+
+  public rerank = async (query: string, searchResults: ExtractChunkData[]): Promise<ExtractChunkData[]> => {
+    const url = 'https://dashscope.aliyuncs.com/api/v1/services/rerank/text-rerank/text-rerank'
+
+    const requestBody = {
+      model: this.base.rerankModel,
+      input: {
+        query,
+        documents: searchResults.map((doc) => doc.pageContent)
+      },
+      parameters: {
+        return_documents: true, // Recommended to be true to get document details if needed, though scores are primary
+        top_n: this.base.topN || 5 // Default to 5 if topN is not specified, as per API example
+      }
+    }
+
+    try {
+      const { data } = await axiosProxy.axios.post<DashscopeRerankResponse>(url, requestBody, {
+        headers: this.defaultHeaders()
+      })
+
+      const rerankResults = data.output.results
+      return this.getRerankResult(searchResults, rerankResults)
+    } catch (error: any) {
+      const errorDetails = this.formatErrorMessage(url, error, requestBody)
+      console.error('Dashscope Reranker API 错误:', errorDetails)
+      throw new Error(`重排序请求失败: ${error.message}\n请求详情: ${errorDetails}`)
+    }
+  }
+}

src/main/reranker/RerankerFactory.ts

@@ -1,6 +1,7 @@
 import { KnowledgeBaseParams } from '@types'
 
 import BaseReranker from './BaseReranker'
+import DashscopeReranker from './DashscopeReranker'
 import DefaultReranker from './DefaultReranker'
 import JinaReranker from './JinaReranker'
 import SiliconFlowReranker from './SiliconFlowReranker'
@@ -14,6 +15,8 @@ export default class RerankerFactory {
       return new JinaReranker(base)
     } else if (base.rerankModelProvider === 'voyageai') {
       return new VoyageReranker(base)
+    } else if (base.rerankModelProvider === 'dashscope') {
+      return new DashscopeReranker(base)
     }
     return new DefaultReranker(base)
   }

src/renderer/src/config/providers.ts

@@ -95,7 +95,7 @@ export function getProviderLogo(providerId: string) {
   return PROVIDER_LOGO_MAP[providerId as keyof typeof PROVIDER_LOGO_MAP]
 }
 
-export const SUPPORTED_REANK_PROVIDERS = ['silicon', 'jina', 'voyageai']
+export const SUPPORTED_REANK_PROVIDERS = ['silicon', 'jina', 'voyageai', 'dashscope']
 
 export const PROVIDER_CONFIG = {
   openai: {