💄 style: support web_search tool for MiniMax & Zhipu

src/config/aiModels/minimax.ts

@@ -4,6 +4,7 @@ const minimaxChatModels: AIChatModelCard[] = [
   {
     abilities: {
       functionCall: true,
+      search: true,
       vision: true,
     },
     contextWindowTokens: 1_000_192,
@@ -19,11 +20,15 @@ const minimaxChatModels: AIChatModelCard[] = [
       output: 8,
     },
     releasedAt: '2025-01-15',
+    settings: {
+      searchImpl: 'params',
+    },
     type: 'chat',
   },
   {
     abilities: {
       functionCall: true,
+      search: true,
       vision: true,
     },
     contextWindowTokens: 245_760,
@@ -37,6 +42,9 @@ const minimaxChatModels: AIChatModelCard[] = [
       input: 1,
       output: 1,
     },
+    settings: {
+      searchImpl: 'params',
+    },
     type: 'chat',
   },
   {

src/libs/model-runtime/minimax/index.ts

@@ -12,14 +12,24 @@ export const LobeMinimaxAI = LobeOpenAICompatibleFactory({
   baseURL: 'https://api.minimax.chat/v1',
   chatCompletion: {
     handlePayload: (payload) => {
-      const { max_tokens, temperature, top_p, ...params } = payload;
+      const { enabledSearch, max_tokens, temperature, tools, top_p, ...params } = payload;
+
+      const minimaxTools = enabledSearch
+        ? [
+            ...(tools || []),
+            {
+              type: 'web_search',
+            },
+          ]
+        : tools;
 
       return {
         ...params,
         frequency_penalty: undefined,
         max_tokens: max_tokens !== undefined ? max_tokens : getMinimaxMaxOutputs(payload.model),
         presence_penalty: undefined,
         temperature: temperature === undefined || temperature <= 0 ? undefined : temperature / 2,
+        tools: minimaxTools,
         top_p: top_p !== undefined && top_p > 0 && top_p <= 1 ? top_p : undefined,
       } as any;
     },

src/libs/model-runtime/utils/streams/openai.ts

@@ -99,11 +99,60 @@ export const transformOpenAIStream = (
     if (item.finish_reason) {
       // one-api 的流式接口，会出现既有 finish_reason ，也有 content 的情况
       //  {"id":"demo","model":"deepl-en","choices":[{"index":0,"delta":{"role":"assistant","content":"Introduce yourself."},"finish_reason":"stop"}]}
-
       if (typeof item.delta?.content === 'string' && !!item.delta.content) {
+        // MiniMax 内建搜索功能会在第一个 tools 流中 content 返回引用源，需要忽略
+        // {"id":"0483748a25071c611e2f48d2982fbe96","choices":[{"finish_reason":"stop","index":0,"delta":{"content":"[{\"no\":1,\"url\":\"https://www.xiaohongshu.com/discovery/item/66d8de3c000000001f01e752\",\"title\":\"郑钦文为国而战，没有理由不坚持🏅\",\"content\":\"·2024年08月03日\\n中国队选手郑钦文夺得巴黎奥运会网球女单比赛金牌（巴黎奥运第16金）\\n#巴黎奥运会[话题]# #郑钦文[话题]# #人物素材积累[话题]# #作文素材积累[话题]# #申论素材[话题]#\",\"web_icon\":\"https://www.xiaohongshu.com/favicon.ico\"}]","role":"tool","tool_call_id":"call_function_6696730535"}}],"created":1748255114,"model":"abab6.5s-chat","object":"chat.completion.chunk","usage":{"total_tokens":0,"total_characters":0},"input_sensitive":false,"output_sensitive":false,"input_sensitive_type":0,"output_sensitive_type":0,"output_sensitive_int":0}
+        if (typeof item.delta?.role === 'string' && item.delta.role === 'tool') {
+          return { data: null, id: chunk.id, type: 'text' };
+        }
+
         return { data: item.delta.content, id: chunk.id, type: 'text' };
       }
 
+      // MiniMax 内建搜索功能会在最后一个流中的 message 数组中返回 4 个 Object，其中最后一个为 annotations
+      // {"id":"0483bf14ba55225a66de2342a21b4003","choices":[{"finish_reason":"tool_calls","index":0,"messages":[{"content":"","role":"user","reasoning_content":""},{"content":"","role":"assistant","tool_calls":[{"id":"call_function_0872338692","type":"web_search","function":{"name":"get_search_result","arguments":"{\"query_tag\":[\"天气\"],\"query_list\":[\"上海 2025年5月26日 天气\"]}"}}],"reasoning_content":""},{"content":"","role":"tool","tool_call_id":"call_function_0872338692","reasoning_content":""},{"content":"","role":"assistant","name":"海螺AI","annotations":[{"text":"【5†source】","url":"https://mtianqi.eastday.com/tianqi/shanghai/20250526.html","quote":"上海天气预报提供上海2025年05月26日天气"}],"audio_content":"","reasoning_content":""}]}],"created":1748274196,"model":"MiniMax-Text-01","object":"chat.completion","usage":{"total_tokens":13110,"total_characters":0,"prompt_tokens":12938,"completion_tokens":172},"base_resp":{"status_code":0,"status_msg":"Invalid parameters detected, json: unknown field \"user\""}}
+      if ((item as any).messages && (item as any).messages.length > 0) {
+        const citations = (item as any).messages.at(-1).annotations;
+
+        return [
+          {
+            data: {
+              citations: citations.map(
+                (item: any) =>
+                  ({
+                    title: item.url,
+                    url: item.url,
+                  }) as CitationItem,
+              ),
+            },
+            id: chunk.id,
+            type: 'grounding',
+          },
+        ];
+      }
+
+      // xAI Live Search 功能返回引用源
+      // {"id":"8721eebb-6465-4c47-ba2e-8e2ec0f97055","object":"chat.completion.chunk","created":1747809109,"model":"grok-3","choices":[{"index":0,"delta":{"role":"assistant"},"finish_reason":"stop"}],"system_fingerprint":"fp_1affcf9872","citations":["https://world.huanqiu.com/"]}
+      if ((chunk as any).citations) {
+        const citations = (chunk as any).citations;
+
+        return [
+          {
+            data: {
+              citations: citations.map(
+                (item: any) =>
+                  ({
+                    title: item,
+                    url: item,
+                  }) as CitationItem,
+              ),
+            },
+            id: chunk.id,
+            type: 'grounding',
+          },
+        ];
+      }
+
       if (chunk.usage) {
         const usage = chunk.usage;
         return { data: convertUsage(usage), id: chunk.id, type: 'usage' };
@@ -146,21 +195,20 @@ export const transformOpenAIStream = (
             // in Hunyuan api, the citation is in every chunk
             ('search_info' in chunk && (chunk.search_info as any)?.search_results) ||
             // in Wenxin api, the citation is in the first and last chunk
-            ('search_results' in chunk && chunk.search_results);
+            ('search_results' in chunk && chunk.search_results) ||
+            // in Zhipu api, the citation is in the first chunk
+            ('web_search' in chunk && chunk.web_search);
 
           if (citations) {
             streamContext.returnedCitation = true;
 
             return [
               {
                 data: {
-                  citations: (citations as any[]).map(
-                    (item) =>
-                      ({
-                        title: typeof item === 'string' ? item : item.title,
-                        url: typeof item === 'string' ? item : item.url,
-                      }) as CitationItem,
-                  ),
+                  citations: (citations as any[]).map((item) => ({
+                    title: typeof item === 'string' ? item : item.title,
+                    url: typeof item === 'string' ? item : item.url || item.link,
+                  })).filter(c => c.title && c.url), // Zhipu 内建搜索工具有时会返回空 link 引发程序崩溃
                 },
                 id: chunk.id,
                 type: 'grounding',

src/libs/model-runtime/zhipu/index.ts

@@ -22,6 +22,9 @@ export const LobeZhipuAI = LobeOpenAICompatibleFactory({
               type: 'web_search',
               web_search: {
                 enable: true,
+                result_sequence: 'before', // 将搜索结果返回顺序更改为 before 适配最小化 OpenAIStream 改动
+                search_engine: process.env.ZHIPU_SEARCH_ENGINE || 'search_std', // search_std, search_pro
+                search_result: true,
               },
             },
           ]