{"id":102887,"date":"2026-09-09T16:41:49","date_gmt":"2026-09-09T08:41:49","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/102887.html"},"modified":"2026-09-09T16:41:49","modified_gmt":"2026-09-09T08:41:49","slug":"%e3%80%90ai%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%8e%a5%e5%85%a5sdk%e3%80%91-gemini%e6%8e%a5%e5%85%a5%e5%b0%81%e8%a3%85","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/102887.html","title":{"rendered":"\u3010AI\u5927\u6a21\u578b\u63a5\u5165SDK\u3011 \u2014\u2014 Gemini\u63a5\u5165\u5c01\u88c5"},"content":{"rendered":"<h2>&#x1f308;\u6b22\u8fce\u6765\u5230\u5b9e\u6218\u9879\u76ee\u4e13\u680f ~~ \u4ece\u96f6\u5b9e\u73b0AI\u5927\u6a21\u578b\u63a5\u5165SDK<\/h2>\n<ul>\n<li>&#x1f30d;\u535a\u5ba2\u4e3b\u9875&#xff1a;\u5f20\u5c0f\u59d0\u7684\u732b~\u6c5f\u6e56\u80cc\u666f<\/li>\n<li>&#x1f525;\u6240\u5c5e\u4e13\u680f&#xff1a;C&#043;&#043;\u9879\u76ee ~ AI\u5927\u6a21\u578b\u63a5\u5165SDK<\/li>\n<li>\u4f5c\u8005\u6c34\u5e73\u5f88\u6709\u9650&#xff0c;\u5982\u679c\u53d1\u73b0\u9519\u8bef&#xff0c;\u53ef\u5728\u8bc4\u8bba\u533a\u6307\u6b63&#xff0c;\u611f\u8c22&#x1f64f; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084134-6aa11bbef1036.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084140-6aa11bc41b154.gif\" alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/p>\n<h4>AI\u5927\u6a21\u578b\u63a5\u5165SDK<\/h4>\n<ul>\n<li>&#x1f308;\u6b22\u8fce\u6765\u5230\u5b9e\u6218\u9879\u76ee\u4e13\u680f ~~ \u4ece\u96f6\u5b9e\u73b0AI\u5927\u6a21\u578b\u63a5\u5165SDK<\/li>\n<li>&#x1f30d; Gemini\u521d\u59cb\u5316 \u2014 \u5934\u6587\u4ef6<\/li>\n<li>&#x1f30d; Gemini\u7684API\u4ecb\u7ecd<\/li>\n<li>\n<ul>\n<li>&#x1f525; API\u6d4b\u8bd5<\/li>\n<\/ul>\n<\/li>\n<li>&#x1f30d;\u53d1\u9001\u6d88\u606f &#8211; \u5168\u91cf\u8fd4\u56de<\/li>\n<li>&#x1f30d;\u53d1\u9001\u6d88\u606f &#8211; \u5168\u91cf\u8fd4\u56de\u6d4b\u8bd5<\/li>\n<li>&#x1f340;\u53d1\u9001\u6d88\u606f &#8211; \u6d41\u5f0f\u8fd4\u56de<\/li>\n<li>&#x1f340;\u53d1\u9001\u6d88\u606f &#8211; \u6d41\u5f0f\u8fd4\u56de\u6d4b\u8bd5<\/li>\n<li>&#x1f4e2;\u5199\u5728\u6700\u540e<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084140-6aa11bc428ae2.png\" alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>&#x1f30d; Gemini\u521d\u59cb\u5316 \u2014 \u5934\u6587\u4ef6<\/h2>\n<p>ChatgptProvider .h\u7684\u5b9e\u73b0<\/p>\n<p>\u540c\u6837\u7684\u53bb\u7ee7\u627fLLMProvider\u7684\u5b9e\u73b0\u65b9\u6cd5\u5373\u53ef<\/p>\n<p><span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">pragma<\/span> <span class=\"token expression\">once<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&#034;LLMProvider.h&#034;<\/span><\/span><\/p>\n<p><span class=\"token keyword\">namespace<\/span> ai_chat_sdk<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">GeminiProvider<\/span> <span class=\"token operator\">:<\/span> <span class=\"token base-clause\"><span class=\"token keyword\">public<\/span> <span class=\"token class-name\">LLMProvider<\/span><\/span><span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token keyword\">public<\/span><span class=\"token operator\">:<\/span><br \/>\n        <span class=\"token comment\">\/\/\u521d\u59cb\u5316\u6a21\u578b<\/span><br \/>\n        <span class=\"token keyword\">bool<\/span> <span class=\"token function\">initModel<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>map<span class=\"token operator\">&lt;<\/span>std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token punctuation\">,<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&amp;<\/span> config<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">override<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token comment\">\/\/\u68c0\u67e5\u6a21\u578b\u662f\u5426\u53ef\u7528<\/span><br \/>\n        <span class=\"token keyword\">bool<\/span> <span class=\"token function\">isAvailable<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">const<\/span> <span class=\"token keyword\">override<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token comment\">\/\/\u83b7\u53d6\u6a21\u578b\u540d\u79f0<\/span><br \/>\n        std<span class=\"token double-colon punctuation\">::<\/span>string <span class=\"token function\">getModelName<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">const<\/span> <span class=\"token keyword\">override<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token comment\">\/\/\u83b7\u53d6\u6a21\u578b\u63cf\u8ff0<\/span><br \/>\n        std<span class=\"token double-colon punctuation\">::<\/span>string <span class=\"token function\">getModelDesc<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">const<\/span> <span class=\"token keyword\">override<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token comment\">\/\/\u53d1\u9001\u6d88\u606f \u2014\u2014 \u5168\u91cf\u8fd4\u56de<\/span><br \/>\n        std<span class=\"token double-colon punctuation\">::<\/span>string <span class=\"token function\">sendMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>vector<span class=\"token operator\">&lt;<\/span>Message<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&amp;<\/span> messages<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>map<span class=\"token operator\">&lt;<\/span>std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token punctuation\">,<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&amp;<\/span> requestParam<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">override<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token comment\">\/\/\u53d1\u9001\u6d88\u606f \u2014\u2014 \u589e\u91cf\u8fd4\u56de, \u6d41\u5f0f\u8fd4\u56de<\/span><br \/>\n        std<span class=\"token double-colon punctuation\">::<\/span>string <span class=\"token function\">sendMessageStream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>vector<span class=\"token operator\">&lt;<\/span>Message<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&amp;<\/span> messages<span class=\"token punctuation\">,<\/span><br \/>\n                                       <span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>map<span class=\"token operator\">&lt;<\/span>std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token punctuation\">,<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&amp;<\/span> requestParam<span class=\"token punctuation\">,<\/span><br \/>\n                                       std<span class=\"token double-colon punctuation\">::<\/span>function<span class=\"token operator\">&lt;<\/span><span class=\"token keyword\">void<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&amp;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">bool<\/span><span class=\"token punctuation\">)<\/span><span class=\"token operator\">&gt;<\/span> callback<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">override<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>ChatgptProvider .cpp\u7684\u5b9e\u73b0<\/p>\n<p>\u6b64\u5904\u4e3b\u8981\u662f\u8fdb\u884c\u8bbe\u7f6e\u6a21\u578bapikey\u3001baseURL\u3001\u6a21\u578b\u540d\u79f0 \u4e0e\u6a21\u578b\u63cf\u8ff0\u7b49<\/p>\n<p><span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&#034;..\/include\/util\/GeminiProvider.h&#034;<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&#034;..\/include\/util\/myLog.h&#034;<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&#034;jsoncpp\/json\/json.h&#034;<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&#034;..\/include\/util\/httplib.h&#034;<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&lt;sstream&gt;<\/span><\/span><\/p>\n<p><span class=\"token keyword\">namespace<\/span> ai_chat_sdk<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token comment\">\/\/\u521d\u59cb\u5316\u6a21\u578b<\/span><br \/>\n    <span class=\"token keyword\">bool<\/span> <span class=\"token class-name\">GeminiProvider<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">initModel<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>map<span class=\"token operator\">&lt;<\/span>std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token punctuation\">,<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&amp;<\/span> config<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/\u521d\u59cb\u5316API Key<\/span><br \/>\n        <span class=\"token keyword\">auto<\/span> it <span class=\"token operator\">&#061;<\/span> config<span class=\"token punctuation\">.<\/span><span class=\"token function\">find<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;_apikey&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>it <span class=\"token operator\">&#061;&#061;<\/span> config<span class=\"token punctuation\">.<\/span><span class=\"token function\">end<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token function\">ERR<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider initModel: _apikey not found in config&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token keyword\">else<\/span><span class=\"token punctuation\">{<\/span><br \/>\n            _apikey <span class=\"token operator\">&#061;<\/span> it<span class=\"token operator\">-&gt;<\/span>second<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><\/p>\n<p>        <span class=\"token comment\">\/\/\u521d\u59cb\u5316Base URL<\/span><br \/>\n        it <span class=\"token operator\">&#061;<\/span> config<span class=\"token punctuation\">.<\/span><span class=\"token function\">find<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;_endpoint&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>it <span class=\"token operator\">&#061;&#061;<\/span> config<span class=\"token punctuation\">.<\/span><span class=\"token function\">end<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token function\">ERR<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider initModel: _baseurl not found in config&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token keyword\">else<\/span><span class=\"token punctuation\">{<\/span><br \/>\n            _endpoint <span class=\"token operator\">&#061;<\/span> it<span class=\"token operator\">-&gt;<\/span>second<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><\/p>\n<p>        _is_available <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token function\">INFO<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider initModel success, endpoint: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> _endpoint<span class=\"token punctuation\">.<\/span><span class=\"token function\">c_str<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u68c0\u6d4b\u6a21\u578b\u662f\u5426\u53ef\u7528<\/span><br \/>\n    <span class=\"token keyword\">bool<\/span> <span class=\"token class-name\">GeminiProvider<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">isAvailable<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">const<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> _is_available<span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token comment\">\/\/\u83b7\u53d6\u6a21\u578b\u540d\u79f0<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string <span class=\"token class-name\">GeminiProvider<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">getModelName<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">const<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;gemini-3.5-flash&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token comment\">\/\/\u83b7\u53d6\u6a21\u578b\u63cf\u8ff0<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string <span class=\"token class-name\">GeminiProvider<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">getModelDesc<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">const<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;Gemini 3.5 Flash \u662f\u65b0\u4e00\u4ee3 Gemini \u6a21\u578b&#xff0c;\u5b9a\u4f4d\u662f&#xff1a;\u63a5\u8fd1\u65d7\u8230\u6a21\u578b\u7684\u63a8\u7406\/\u7f16\u7a0b\u80fd\u529b &#043; Flash 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src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084140-6aa11bc4d220e.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u4e0eDeepSeek\u7c7b\u4f3c&#xff0c;Gemini\u4e5f\u4e0d\u4f1a\u4fdd\u5b58\u5386\u53f2\u4f1a\u8bdd\u8bb0\u5f55&#xff0c;\u56e0\u6b64\u5728\u7ed9Gemini\u53d1\u9001\u8bf7\u6c42\u65f6&#xff0c;\u9700\u8981\u63d0\u4f9b\u4e4b\u524d\u804a\u5929\u7684\u4e0a\u4e0b\u6587\u8bb0\u5f55&#xff0c;Gemini\u624d\u4f1a\u6839\u636e\u4e0a\u4e0b\u6587\u8bb0\u5f55\u63d0\u4f9b\u5bf9\u5e94\u7684\u54cd\u5e94<\/p>\n<h3>&#x1f525; API\u6d4b\u8bd5<\/h3>\n<p>\u63a5\u4e0b\u6765\u8fdb\u884cAPI\u7684\u6d4b\u8bd5<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084141-6aa11bc51bae6.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u6d4b\u8bd5api\u6210\u529f&#xff01;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084141-6aa11bc55bb7b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>&#x1f30d;\u53d1\u9001\u6d88\u606f &#8211; \u5168\u91cf\u8fd4\u56de<\/h2>\n<p>\u63a5\u5165Gemini\u7cfb\u5217\u6a21\u578b\u65f6&#xff0c;Google\u63d0\u4f9b\u4e86\u4e13\u95e8\u7684api\u63a5\u53e3&#xff0c;\u540c\u65f6\u4e5f\u517c\u5bb9OpenAIapi\u3002\u4e3a\u4e86\u51cf\u5c11\u590d\u6742\u7684\u5b9e\u73b0\u5feb\u901f\u63a5\u2f0a&#xff0c;\u672c\u6587\u4f7f\u7528OpenAI\u517c\u5bb9\u7684API\u5feb\u901f\u63a5\u5165<\/p>\n<p>URL&#xff1a; \/v1\/chat\/completions \u8bf7\u6c42\u53c2\u6570&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084141-6aa11bc5b6464.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u54cd\u5e94\u683c\u5f0f&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084141-6aa11bc5e63cf.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u5168\u91cf\u8fd4\u56de\u7684\u6b65\u9aa4&#xff1a;<\/p>\n<ul>\n<li>\u68c0\u6d4b\u6a21\u578b\u662f\u5426\u53ef\u7528<\/li>\n<li>\u6784\u9020\u8bf7\u6c42\u53c2\u6570&#xff1a;\u6a21\u578b\u540d\u79f0\u3001\u6d88\u606f\u5217\u8868\u3001\u6e29\u5ea6\u503c\u3001\u6700\u5927token\u6570 \u2014 Json<\/li>\n<li>\u6784\u9020\u5386\u53f2\u4fe1\u606f\u6570\u7ec4 &#8211; \u628a\u8fc7\u5f80\u7684\u56de\u590d\u90fd\u5b58\u8fdb\u4e00\u4e2a\u6570\u7ec4<\/li>\n<li>\u5bf9Json\u5bf9\u8c61\u8fdb\u884c\u5e8f\u5217\u5316<\/li>\n<li>\u521b\u5efaHTTP\u5ba2\u6237\u7aef&#xff0c;\u8bbe\u7f6e\u8bf7\u6c42\u5934&#xff1a;content-type&#xff0c;\u8ba4\u8bc1\u65b9\u5f0f<\/li>\n<li>\u7ed9\u6a21\u578b\u53d1\u9001\u8bf7\u6c42&#xff0c;\u7b49\u5f85\u6a21\u578b\u56de\u590d<\/li>\n<li>\u89e3\u6790\u6a21\u578b\u7684\u54cd\u5e94\u7ed3\u679c \u2014\u2014 \u53cd\u5e8f\u5217\u5316&#xff1a;\u6309\u7167\u8fd4\u56de\u7684json\u683c\u5f0f\u89e3\u6790<\/li>\n<li>\u8fd4\u56de\u6a21\u578b\u53d1\u9001\u6d88\u606f\u7684\u5185\u5bb9<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084142-6aa11bc64816d.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><span class=\"token comment\">\/\/\u53d1\u9001\u6d88\u606f \u2014\u2014 \u5168\u91cf\u8fd4\u56de<\/span><br \/>\nstd<span class=\"token double-colon punctuation\">::<\/span>string <span class=\"token class-name\">GeminiProvider<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">sendMessage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>vector<span class=\"token operator\">&lt;<\/span>Message<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&amp;<\/span> messages<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>map<span class=\"token operator\">&lt;<\/span>std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token punctuation\">,<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&amp;<\/span> requestParam<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token comment\">\/\/1.\u68c0\u6d4b\u6a21\u578b\u662f\u5426\u53ef\u7528<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>_is_available<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token function\">ERR<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessage: model is not available&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/2.\u6784\u5efa\u8bf7\u6c42\u53c2\u6570&#xff1a;\u6e29\u5ea6 \u4e0e max_tokens<\/span><br \/>\n    <span class=\"token keyword\">double<\/span> temperature <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0.7<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">int<\/span> max_tokens <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">2048<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">find<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;<\/span> requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">end<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        temperature <span class=\"token operator\">&#061;<\/span> std<span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">stod<\/span><span class=\"token punctuation\">(<\/span>requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">at<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">find<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;max_tokens&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;<\/span> requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">end<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        max_tokens <span class=\"token operator\">&#061;<\/span> std<span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">stoi<\/span><span class=\"token punctuation\">(<\/span>requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">at<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;max_tokens&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/3.\u6784\u9020\u5386\u53f2\u4fe1\u606f\u6570\u7ec4<\/span><br \/>\n    Json<span class=\"token double-colon punctuation\">::<\/span>Value <span class=\"token function\">messageArray<\/span><span class=\"token punctuation\">(<\/span>Json<span class=\"token double-colon punctuation\">::<\/span>arrayValue<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>    <span class=\"token comment\">\/\/\u5386\u53f2\u4fe1\u606f\u6570\u7ec4<\/span><br \/>\n    <span class=\"token keyword\">for<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> <span class=\"token keyword\">auto<\/span><span class=\"token operator\">&amp;<\/span> msg <span class=\"token operator\">:<\/span> messages<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        Json<span class=\"token double-colon punctuation\">::<\/span>Value message<span class=\"token punctuation\">;<\/span><br \/>\n        message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> msg<span class=\"token punctuation\">.<\/span>_role<span class=\"token punctuation\">;<\/span><br \/>\n        message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> msg<span class=\"token punctuation\">.<\/span>_content<span class=\"token punctuation\">;<\/span><br \/>\n        messageArray<span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span>message<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/4.\u6784\u9020\u8bf7\u6c42\u4f53<\/span><br \/>\n    Json<span class=\"token double-colon punctuation\">::<\/span>Value requestBody<span class=\"token punctuation\">;<\/span><br \/>\n    requestBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">getModelName<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    requestBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> messageArray<span class=\"token punctuation\">;<\/span>        <span class=\"token comment\">\/\/\u5386\u53f2\u4fe1\u606f\u6570\u7ec4<\/span><br \/>\n    requestBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> temperature<span class=\"token punctuation\">;<\/span>      <span class=\"token comment\">\/\/\u6e29\u5ea6\u53c2\u6570<\/span><br \/>\n    requestBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;max_tokens&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> max_tokens<span class=\"token punctuation\">;<\/span>        <span class=\"token comment\">\/\/\u6700\u5927\u8f93\u51fatoken\u6570<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/5.\u5bf9\u6784\u9020\u597d\u7684\u8bf7\u6c42\u4f53\u8fdb\u884c\u5e8f\u5217\u5316<\/span><br \/>\n    Json<span class=\"token double-colon punctuation\">::<\/span>StreamWriterBuilder writerBuilder<span class=\"token punctuation\">;<\/span><br \/>\n    writerBuilder<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;indentation&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string requestBodyStr <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">Json<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">writeString<\/span><span class=\"token punctuation\">(<\/span>writerBuilder<span class=\"token punctuation\">,<\/span> requestBody<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/6.\u521b\u5efa\u5ba2\u6237\u7aef<\/span><br \/>\n    httplib<span class=\"token double-colon punctuation\">::<\/span>Client <span class=\"token function\">client<\/span><span class=\"token punctuation\">(<\/span>_endpoint<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    client<span class=\"token punctuation\">.<\/span><span class=\"token function\">set_connection_timeout<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>  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punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u6a21\u578b\u54cd\u5e94\u4e0d\u6210\u529f<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>result<span class=\"token operator\">-&gt;<\/span>status <span class=\"token operator\">!&#061;<\/span> <span class=\"token number\">200<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token function\">ERR<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessage: request failed, status code: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> result<span class=\"token operator\">-&gt;<\/span>status<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token function\">INFO<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessage: HTTP\u54cd\u5e94\u6210\u529f, status: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> result<span class=\"token operator\">-&gt;<\/span>status<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token function\">INFO<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessage: HTTP\u54cd\u5e94\u4f53: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> result<span class=\"token operator\">-&gt;<\/span>body<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/9.\u53cd\u5e8f\u5217\u5316 \u6a21\u578b\u8fd4\u56de\u7684\u54cd\u5e94\u7ed3\u679c <\/span><br \/>\n    Json<span class=\"token double-colon punctuation\">::<\/span>CharReaderBuilder readerBuilder<span class=\"token punctuation\">;<\/span><br \/>\n    Json<span class=\"token double-colon punctuation\">::<\/span>Value responseBody<span class=\"token punctuation\">;<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string errors<span class=\"token punctuation\">;<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>istringstream <span class=\"token function\">iss<\/span><span class=\"token punctuation\">(<\/span>result<span class=\"token operator\">-&gt;<\/span>body<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span><span class=\"token class-name\">Json<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">parseFromStream<\/span><span class=\"token punctuation\">(<\/span>readerBuilder<span class=\"token punctuation\">,<\/span> iss<span class=\"token punctuation\">,<\/span> <span class=\"token operator\">&amp;<\/span>responseBody<span class=\"token punctuation\">,<\/span> <span class=\"token operator\">&amp;<\/span>errors<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token function\">ERR<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessage: parse response body failed, errors: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> errors<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u63d0\u53d6\u51fa\u6a21\u578b\u7684\u54cd\u5e94\u5185\u5bb9<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>responseBody<span class=\"token punctuation\">.<\/span><span class=\"token function\">isMember<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> responseBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">isArray<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> responseBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">size<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        Json<span class=\"token double-colon punctuation\">::<\/span>Value choices <span class=\"token operator\">&#061;<\/span> responseBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>choices<span class=\"token punctuation\">.<\/span><span class=\"token function\">isMember<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> choices<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">isMember<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> choices<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">isString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><br \/>\n            std<span class=\"token double-colon punctuation\">::<\/span>string reply <span class=\"token operator\">&#061;<\/span> choices<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;message&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">asString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token function\">INFO<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessage: model reply: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> reply<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> reply<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u54cd\u5e94\u5185\u5bb9\u7ed3\u6784\u6709\u95ee\u9898<\/span><br \/>\n    <span class=\"token function\">ERR<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessage: response body structure is wrong&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<h2>&#x1f30d;\u53d1\u9001\u6d88\u606f &#8211; \u5168\u91cf\u8fd4\u56de\u6d4b\u8bd5<\/h2>\n<p>\u63d0\u524d\u628aGemini\u7684API\u5bfc\u5165\u5230\u73af\u5883\u53d8\u91cf\u4e2d<\/p>\n<p><span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&lt;gtest\/gtest.h&gt;<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&#034;..\/SDK\/include\/util\/DeepSeekProvider.h&#034;<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&#034;..\/SDK\/include\/util\/ChatgptProvider.h&#034;<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&#034;..\/SDK\/include\/util\/GeminiProvider.h&#034;<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&lt;iostream&gt;<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&lt;cstdlib&gt;<\/span><\/span><br \/>\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&#034;..\/SDK\/include\/util\/myLog.h&#034;<\/span><\/span><\/p>\n<p><span class=\"token comment\">\/\/Gemini &#8212; \u5168\u91cf\u8fd4\u56de\u6d4b\u8bd5<\/span><br \/>\n<span class=\"token function\">TEST<\/span><span class=\"token punctuation\">(<\/span>GeminiProvider<span class=\"token punctuation\">,<\/span> sendMessage<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token comment\">\/\/\u5b9e\u4f8b\u5316GeminiProvider\u7684\u5bf9\u8c61<\/span><br \/>\n    <span class=\"token keyword\">auto<\/span> provider <span class=\"token operator\">&#061;<\/span> std<span class=\"token double-colon punctuation\">::<\/span><span class=\"token generic-function\"><span class=\"token function\">make_shared<\/span><span class=\"token generic class-name\"><span class=\"token operator\">&lt;<\/span>ai_chat_sdk<span class=\"token double-colon punctuation\">::<\/span>GeminiProvider<span class=\"token operator\">&gt;<\/span><\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token function\">ASSERT_TRUE<\/span><span class=\"token punctuation\">(<\/span>provider <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">nullptr<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token comment\">\/\/\u4e0d\u62a5\u9519\u5c31\u662f\u6210\u529f<\/span><\/p>\n<p>    std<span class=\"token double-colon punctuation\">::<\/span>map<span class=\"token operator\">&lt;<\/span>std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token punctuation\">,<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&gt;<\/span> modelParams<span class=\"token punctuation\">;<\/span><br \/>\n    modelParams<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;_apikey&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> std<span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">getenv<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GEMINI_API_KEY&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    modelParams<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;_endpoint&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;https:\/\/modelflare.dev&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u521d\u59cb\u5316\u5bf9\u8c61<\/span><br \/>\n    provider<span class=\"token operator\">-&gt;<\/span><span class=\"token function\">initModel<\/span><span class=\"token punctuation\">(<\/span>modelParams<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token function\">ASSERT_TRUE<\/span><span class=\"token punctuation\">(<\/span>provider<span class=\"token operator\">-&gt;<\/span><span class=\"token function\">isAvailable<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token comment\">\/\/<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u56e0\u4e3a\u8c03\u7528sendMessage\u65b9\u6cd5\u9700\u8981\u4f20\u5165\u53c2\u6570&#xff1a;requestParam\u3001message<\/span><br \/>\n    <span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>map<span class=\"token operator\">&lt;<\/span>std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token punctuation\">,<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&gt;<\/span> requestParam <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;0.7&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;max_tokens&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;2048&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token comment\">\/\/\u8c03\u7528sendMessage\u65b9\u6cd5&#xff0c;\u53d1\u9001\u6d88\u606f<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>vector<span class=\"token operator\">&lt;<\/span>ai_chat_sdk<span class=\"token double-colon punctuation\">::<\/span>Message<span class=\"token operator\">&gt;<\/span> messages<span class=\"token punctuation\">;<\/span><br \/>\n    messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">push_back<\/span><span class=\"token punctuation\">(<\/span>ai_chat_sdk<span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">Message<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u8c01&#xff1f;&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u5168\u91cf\u8fd4\u56de\u6d4b\u8bd5<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string fulldata <span class=\"token operator\">&#061;<\/span> provider<span class=\"token operator\">-&gt;<\/span><span class=\"token function\">sendMessage<\/span><span class=\"token punctuation\">(<\/span>messages<span class=\"token punctuation\">,<\/span> requestParam<span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token function\">ASSERT_FALSE<\/span><span class=\"token punctuation\">(<\/span>fulldata<span class=\"token punctuation\">.<\/span><span class=\"token function\">empty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token comment\">\/\/\u671f\u5f85\u54cd\u5e94\u662ffalse&#xff0c;\u5982\u679cfulldata\u662f\u6709\u6570\u636e\u7684&#xff0c;\u6ca1\u95ee\u9898&#xff1b;\u53cd\u4e4b\u6570\u636e\u4e3a\u7a7a\u4f1a\u5bfc\u81f4\u6d4b\u8bd5\u5931\u8d25&#xff0c;\u62a5\u9519<\/span><br \/>\n    <span class=\"token function\">INFO<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;response: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> fulldata<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">int<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> argc<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">char<\/span><span class=\"token operator\">*<\/span><span class=\"token operator\">*<\/span> argv<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token comment\">\/\/\u521d\u59cb\u5316\u65e5\u5fd7\u5e93 \u2014\u2014 \u56e0\u4e3aDeepSeekProvider.cpp \u4e2d\u4f7f\u7528\u4e86\u65e5\u5fd7\u5e93   <\/span><br \/>\n    bite<span class=\"token double-colon punctuation\">::<\/span><span class=\"token class-name\">Logger<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">initLogger<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;testLLM&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;stdout&#034;<\/span><span class=\"token punctuation\">,<\/span> spdlog<span class=\"token double-colon punctuation\">::<\/span>level<span class=\"token double-colon punctuation\">::<\/span>level_enum<span class=\"token double-colon punctuation\">::<\/span>debug<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u521d\u59cb\u5316Google Test<\/span><br \/>\n    testing<span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">InitGoogleTest<\/span><span class=\"token punctuation\">(<\/span><span class=\"token operator\">&amp;<\/span>argc<span class=\"token punctuation\">,<\/span> argv<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u8fd0\u884c\u6240\u6709\u6d4b\u8bd5\u7528\u4f8b<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token function\">RUN_ALL_TESTS<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u5bf9\u5e94\u7684CMakelist\u6587\u4ef6\u6dfb\u52a0\u4e0a\u5bf9\u5e94\u7684GeminiProvider.cpp<\/p>\n<p>#\u8bbe\u7f6eCmake\u6700\u4f4e\u7248\u672c\u53f7<br \/>\n<span class=\"token function\">cmake_minimum_required<\/span><span class=\"token punctuation\">(<\/span>VERSION <span class=\"token number\">3.10<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>#\u8bbe\u7f6e\u9879\u76ee\u540d\u79f0<br \/>\n<span class=\"token function\">project<\/span><span class=\"token punctuation\">(<\/span>testLLM<span class=\"token punctuation\">)<\/span><\/p>\n<p>#\u8bbe\u7f6eC<span class=\"token operator\">&#043;&#043;<\/span>\u6807\u51c6<br \/>\n<span class=\"token function\">set<\/span><span class=\"token punctuation\">(<\/span>CMAKE_CXX_STANDARD <span class=\"token number\">17<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token function\">set<\/span><span class=\"token punctuation\">(<\/span>CMAKE_CXX_STANDARD_REQUIRED True<span class=\"token punctuation\">)<\/span><\/p>\n<p>#\u8bbe\u7f6e\u6784\u5efa\u7c7b\u578bDebug \u2014\u2014 \u6309\u7167debug\u7c7b\u578b\u8fdb\u884c\u7f16\u8bd1<br \/>\n<span class=\"token function\">set<\/span><span class=\"token punctuation\">(<\/span>CMAKE_BUILD_TYPE Debug<span class=\"token punctuation\">)<\/span><\/p>\n<p>#\u6dfb\u52a0\u53ef\u6267\u884c\u6587\u4ef6<br \/>\n<span class=\"token function\">add_executable<\/span><span class=\"token punctuation\">(<\/span>testLLM testLLM<span class=\"token punctuation\">.<\/span>cpp<br \/>\n<span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token operator\">\/<\/span>SDK<span class=\"token operator\">\/<\/span>src<span class=\"token operator\">\/<\/span>util<span class=\"token operator\">\/<\/span>myLog<span class=\"token punctuation\">.<\/span>cpp<br \/>\n<span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token operator\">\/<\/span>SDK<span class=\"token operator\">\/<\/span>src<span class=\"token operator\">\/<\/span>util<span class=\"token operator\">\/<\/span>ChatgptProvider<span class=\"token punctuation\">.<\/span>cpp<br \/>\n<span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token operator\">\/<\/span>SDK<span class=\"token operator\">\/<\/span>src<span class=\"token operator\">\/<\/span>util<span class=\"token operator\">\/<\/span>GeminiProvider<span class=\"token punctuation\">.<\/span>cpp<br \/>\n<span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token operator\">\/<\/span>SDK<span class=\"token operator\">\/<\/span>src<span class=\"token operator\">\/<\/span>util<span class=\"token operator\">\/<\/span>DeepSeekProvider<span class=\"token punctuation\">.<\/span>cpp<span class=\"token punctuation\">)<\/span><\/p>\n<p>#\u8bbe\u7f6e\u8f93\u51fa\u76ee\u5f55<br \/>\n<span class=\"token function\">set<\/span><span class=\"token punctuation\">(<\/span>EXECUTABLE_OUTPUT_PATH $<span class=\"token punctuation\">{<\/span>PROJECT_SOURCE_DIR<span class=\"token punctuation\">}<\/span><span class=\"token operator\">\/<\/span>build<span class=\"token punctuation\">)<\/span><\/p>\n<p>#\u8bbe\u7f6e\u5934\u6587\u4ef6\u7684\u641c\u7d22\u8def\u5f84<br \/>\n<span class=\"token function\">include_directories<\/span><span class=\"token punctuation\">(<\/span>$<span class=\"token punctuation\">{<\/span>PROJECT_SOURCE_DIR<span class=\"token punctuation\">}<\/span><span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token operator\">\/<\/span>SDK<span class=\"token operator\">\/<\/span>include<span class=\"token punctuation\">)<\/span><\/p>\n<p>#\u67e5\u627eOpenSSL\u5e93<br \/>\n<span class=\"token function\">find_package<\/span><span class=\"token punctuation\">(<\/span>OpenSSL REQUIRED<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token function\">include_directories<\/span><span class=\"token punctuation\">(<\/span>$<span class=\"token punctuation\">{<\/span>OPENSSL_INCLUDE_DIR<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>#\u542f\u7528httplib\u7684HTTPS\u652f\u6301<br \/>\n<span class=\"token function\">target_compile_definitions<\/span><span class=\"token punctuation\">(<\/span>testLLM PRIVATE CPPHTTPLIB_OPENSSL_SUPPORT<span class=\"token punctuation\">)<\/span><\/p>\n<p>#\u8bbe\u7f6e\u94fe\u63a5\u5e93\u7684\u641c\u7d22\u8def\u5f84<br \/>\n<span class=\"token function\">target_link_libraries<\/span><span class=\"token punctuation\">(<\/span>testLLM jsoncpp spdlog gtest fmt OpenSSL<span class=\"token double-colon punctuation\">::<\/span>SSL OpenSSL<span class=\"token double-colon punctuation\">::<\/span>Crypto<span class=\"token punctuation\">)<\/span><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084142-6aa11bc679083.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>&#x1f340;\u53d1\u9001\u6d88\u606f &#8211; \u6d41\u5f0f\u8fd4\u56de<\/h2>\n<p>URL&#xff1a;\/v1\/chat\/completions<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084142-6aa11bc6eda7f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u6d41\u5f0f\u8fd4\u56de\u7684\u54cd\u5e94\u683c\u5f0f\u5982\u4e0b&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084143-6aa11bc7358bb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084143-6aa11bc7a9557.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084143-6aa11bc7df9b5.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><span class=\"token comment\">\/\/\u53d1\u9001\u6d88\u606f \u2014\u2014 \u6d41\u5f0f\u8fd4\u56de<\/span><br \/>\nstd<span class=\"token double-colon punctuation\">::<\/span>string <span class=\"token class-name\">GeminiProvider<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">sendMessageStream<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>vector<span class=\"token operator\">&lt;<\/span>Message<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&amp;<\/span> messages<span class=\"token punctuation\">,<\/span><br \/>\n                                        <span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>map<span class=\"token operator\">&lt;<\/span>std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token punctuation\">,<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&gt;<\/span><span class=\"token operator\">&amp;<\/span> requestParam<span class=\"token punctuation\">,<\/span><br \/>\n                                        std<span class=\"token double-colon punctuation\">::<\/span>function<span class=\"token operator\">&lt;<\/span><span class=\"token keyword\">void<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&amp;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">bool<\/span><span class=\"token punctuation\">)<\/span><span class=\"token operator\">&gt;<\/span> callback<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token comment\">\/\/1.\u68c0\u6d4b\u6a21\u578b\u662f\u5426\u53ef\u7528<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>_is_available<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token function\">ERR<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessageStream: model is not available&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/2.\u6784\u5efa\u8bf7\u6c42\u53c2\u6570&#xff1a;\u6e29\u5ea6 \u4e0e max_tokens<\/span><br \/>\n    <span class=\"token keyword\">double<\/span> temperature <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0.7<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">int<\/span> max_tokens <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">2048<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">find<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;<\/span> requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">end<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        temperature <span class=\"token operator\">&#061;<\/span> std<span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">stod<\/span><span class=\"token punctuation\">(<\/span>requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">at<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">find<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;max_tokens&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;<\/span> requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">end<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        max_tokens <span class=\"token operator\">&#061;<\/span> std<span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">stoi<\/span><span class=\"token punctuation\">(<\/span>requestParam<span class=\"token punctuation\">.<\/span><span class=\"token function\">at<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;max_tokens&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/3.\u6784\u9020\u5386\u53f2\u4fe1\u606f\u6570\u7ec4<\/span><br \/>\n    Json<span class=\"token double-colon punctuation\">::<\/span>Value <span class=\"token function\">messageArray<\/span><span class=\"token punctuation\">(<\/span>Json<span class=\"token double-colon punctuation\">::<\/span>arrayValue<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>    <span class=\"token comment\">\/\/\u5386\u53f2\u4fe1\u606f\u6570\u7ec4<\/span><br \/>\n    <span class=\"token keyword\">for<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> <span class=\"token keyword\">auto<\/span><span class=\"token operator\">&amp;<\/span> msg <span class=\"token operator\">:<\/span> messages<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        Json<span class=\"token double-colon punctuation\">::<\/span>Value message<span class=\"token punctuation\">;<\/span><br \/>\n        message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;role&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> msg<span class=\"token punctuation\">.<\/span>_role<span class=\"token punctuation\">;<\/span><br \/>\n        message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> msg<span class=\"token punctuation\">.<\/span>_content<span class=\"token punctuation\">;<\/span><br \/>\n        messageArray<span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span>message<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/4.\u6784\u9020\u8bf7\u6c42\u4f53<\/span><br \/>\n    Json<span class=\"token double-colon punctuation\">::<\/span>Value requestBody<span class=\"token punctuation\">;<\/span><br \/>\n    requestBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;model&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token function\">getModelName<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    requestBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;messages&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> messageArray<span class=\"token punctuation\">;<\/span>        <span class=\"token comment\">\/\/\u5386\u53f2\u4fe1\u606f\u6570\u7ec4<\/span><br \/>\n    requestBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> temperature<span class=\"token punctuation\">;<\/span>      <span class=\"token comment\">\/\/\u6e29\u5ea6\u53c2\u6570<\/span><br \/>\n    requestBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;max_tokens&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> max_tokens<span class=\"token punctuation\">;<\/span>        <span class=\"token comment\">\/\/\u6700\u5927\u8f93\u51fatoken\u6570<\/span><br \/>\n    requestBody<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;stream&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span>                  <span class=\"token comment\">\/\/\u6253\u5f00\u6d41\u5f0f\u8fd4\u56de<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/5.\u5e8f\u5217\u5316\u8bf7\u6c42\u4f53<\/span><br \/>\n    Json<span class=\"token double-colon punctuation\">::<\/span>StreamWriterBuilder writerBuilder<span class=\"token punctuation\">;<\/span><br \/>\n    writerBuilder<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;indentation&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string requestBodyStr <span class=\"token operator\">&#061;<\/span> <span class=\"token class-name\">Json<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">writeString<\/span><span class=\"token punctuation\">(<\/span>writerBuilder<span class=\"token punctuation\">,<\/span> requestBody<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/6.\u521b\u5efa\u5ba2\u6237\u7aef&#xff0c;\u6211\u4eec\u94fe\u63a5\u7684\u662f\u4e2d\u8f6c\u7ad9&#xff0c;\u4e0d\u9700\u8981\u5f00\u4ee3\u7406<\/span><br \/>\n    httplib<span class=\"token double-colon punctuation\">::<\/span>Client <span class=\"token function\">client<\/span><span class=\"token punctuation\">(<\/span>_endpoint<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    client<span class=\"token punctuation\">.<\/span><span class=\"token function\">set_connection_timeout<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">60<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>                    <span class=\"token comment\">\/\/ 60\u79d2\u8fde\u63a5\u8d85\u65f6<\/span><br \/>\n    client<span class=\"token punctuation\">.<\/span><span class=\"token function\">set_read_timeout<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">300<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>                          <span class=\"token comment\">\/\/ 300\u79d2\u8bfb\u53d6\u8d85\u65f6<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/7.\u8bbe\u7f6e\u8bf7\u6c42\u5934\u53c2\u6570<\/span><br \/>\n    httplib<span class=\"token double-colon punctuation\">::<\/span>Headers headers <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;content-type&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;application\/json&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;Authorization&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Bearer &#034;<\/span> <span class=\"token operator\">&#043;<\/span> _apikey<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;Accept&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;text\/event-stream&#034;<\/span><span class=\"token punctuation\">}<\/span>                   <span class=\"token comment\">\/\/\u63a5\u53d7\u6d41\u5f0f\u8fd4\u56de<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u6d41\u5f0f\u5904\u7406\u7684\u53d8\u91cf<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string buffer<span class=\"token punctuation\">;<\/span>                            <span class=\"token comment\">\/\/\u63a5\u6536\u6d41\u5f0f\u54cd\u5e94\u7684\u6570\u636e\u5757<\/span><br \/>\n    <span class=\"token keyword\">bool<\/span> gotError <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span>                         <span class=\"token comment\">\/\/\u6807\u8bb0\u54cd\u5e94\u662f\u5426\u6210\u529f<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string errMsg<span class=\"token punctuation\">;<\/span>                            <span class=\"token comment\">\/\/\u9519\u8bef\u63cf\u8ff0\u4fe1\u606f<\/span><br \/>\n    <span class=\"token keyword\">int<\/span> statusCode <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">;<\/span>                            <span class=\"token comment\">\/\/\u54cd\u5e94\u72b6\u6001\u7801<\/span><br \/>\n    <span class=\"token keyword\">bool<\/span> streamFinished <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span>                   <span class=\"token comment\">\/\/\u6807\u8bb0\u6d41\u5f0f\u54cd\u5e94\u662f\u5426\u7ed3\u675f<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string fullResponse<span class=\"token punctuation\">;<\/span>                      <span class=\"token comment\">\/\/\u6700\u7ec8\u7d2f\u8ba1\u5b8c\u6574\u7684\u54cd\u5e94\u5185\u5bb9<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u521b\u5efa\u8bf7\u6c42\u5bf9\u8c61 \u4e0e\u5168\u91cf\u8fd4\u56de\u65b9\u5f0f\u4e0d\u4e00\u6837<\/span><br \/>\n    httplib<span class=\"token double-colon punctuation\">::<\/span>Request request<span class=\"token punctuation\">;<\/span>                            <span class=\"token comment\">\/\/\u8bf7\u6c42\u5bf9\u8c61<\/span><br \/>\n    request<span class=\"token punctuation\">.<\/span>method <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;POST&#034;<\/span><span class=\"token punctuation\">;<\/span>                             <span class=\"token comment\">\/\/\u8bf7\u6c42\u65b9\u6cd5<\/span><br \/>\n    request<span class=\"token punctuation\">.<\/span>path <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\/v1\/responses&#034;<\/span><span class=\"token punctuation\">;<\/span>                      <span class=\"token comment\">\/\/\u8bf7\u6c42\u8def\u5f84<\/span><br \/>\n    request<span class=\"token punctuation\">.<\/span>headers <span class=\"token operator\">&#061;<\/span> headers<span class=\"token punctuation\">;<\/span>                           <span class=\"token comment\">\/\/\u8bf7\u6c42\u5934<\/span><br \/>\n    request<span class=\"token punctuation\">.<\/span>body <span class=\"token operator\">&#061;<\/span> requestBodyStr<span class=\"token punctuation\">;<\/span>    <\/p>\n<p>    <span class=\"token comment\">\/\/\u5ba2\u6237\u7aef\u63d0\u524d\u51c6\u5907\u597d\u54cd\u5e94\u5904\u7406\u5668 \u2014\u2014 \u68c0\u6d4b\u54cd\u5e94\u7801<\/span><br \/>\n    request<span class=\"token punctuation\">.<\/span>response_handler <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token operator\">&amp;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> httplib<span class=\"token double-colon punctuation\">::<\/span>Response<span class=\"token operator\">&amp;<\/span> req<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>  <span class=\"token comment\">\/\/\u54cd\u5e94\u5904\u7406\u5668<\/span><br \/>\n        statusCode <span class=\"token operator\">&#061;<\/span> req<span class=\"token punctuation\">.<\/span>status<span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>statusCode <span class=\"token operator\">!&#061;<\/span> <span class=\"token number\">200<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span><br \/>\n            gotError <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            errMsg <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;HTTP status code: &#034;<\/span> <span class=\"token operator\">&#043;<\/span> std<span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">to_string<\/span><span class=\"token punctuation\">(<\/span>statusCode<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span>                <span class=\"token comment\">\/\/ \u4e2d\u6b62\u8bf7\u6c42        <\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u8bbe\u7f6e\u5185\u5bb9\u5904\u7406\u5668<\/span><br \/>\n    request<span class=\"token punctuation\">.<\/span>content_receiver <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token operator\">&amp;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> <span class=\"token keyword\">char<\/span><span class=\"token operator\">*<\/span> data<span class=\"token punctuation\">,<\/span> size_t datalen<span class=\"token punctuation\">,<\/span> size_t offset<span class=\"token punctuation\">,<\/span> size_t totallength<span class=\"token punctuation\">)<\/span><span class=\"token operator\">-&gt;<\/span><span class=\"token keyword\">bool<\/span><span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>gotError<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        buffer<span class=\"token punctuation\">.<\/span><span class=\"token function\">append<\/span><span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">,<\/span> datalen<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token comment\">\/\/\u4e0d\u65ad\u53e0\u52a0\u6570\u636e\u5757<\/span><br \/>\n        <span class=\"token function\">INFO<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessageStream: received data:{} &#034;<\/span><span class=\"token punctuation\">,<\/span> buffer<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        <span class=\"token comment\">\/\/\u5904\u7406\u6240\u6709\u7684\u589e\u91cf\u6570\u636e&#xff0c;\u6570\u636e\u4e4b\u95f4\u4ee5\\\\n\\\\n\u5206\u9694<\/span><br \/>\n        size_t pos <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">while<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span>pos <span class=\"token operator\">&#061;<\/span> buffer<span class=\"token punctuation\">.<\/span><span class=\"token function\">find<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\\\\n\\\\n&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">!&#061;<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token double-colon punctuation\">::<\/span>npos<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><br \/>\n            std<span class=\"token double-colon punctuation\">::<\/span>string chunk <span class=\"token operator\">&#061;<\/span> buffer<span class=\"token punctuation\">.<\/span><span class=\"token function\">substr<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span> pos<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            buffer<span class=\"token punctuation\">.<\/span><span class=\"token function\">erase<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span> pos <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>chunk<span class=\"token punctuation\">.<\/span><span class=\"token function\">empty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">||<\/span> chunk<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">!&#061;<\/span> <span class=\"token char\">&#039;:&#039;<\/span><span class=\"token punctuation\">)<\/span>    <span class=\"token comment\">\/\/\u5ffd\u7565\u7a7a chunk \u6216\u8005\u4ee5:(\u6ce8\u91ca)\u5f00\u5934\u7684chunk<\/span><br \/>\n                <span class=\"token keyword\">continue<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token comment\">\/\/\u4ece\u6b64\u5904\u5c31\u662f\u5bf9\u4e00\u4e2achunk\u7684\u6709\u6548\u6570\u636e\u8fdb\u884c\u5904\u7406<\/span><\/p>\n<p>        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084144-6aa11bc8799ae.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u6b64\u65f6\u6211\u4eec\u62ff\u5230\u7684\u6570\u636e\u662f\u4e00\u4e2a\u5b57\u8282\u6d41&#xff01;&#xff0c;\u9996\u5148\u6bd4\u8f83\u524d6\u4e2a\u5b57\u7b26\u662f\u5426\u7b26\u5408 &#034;data: &#034;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084144-6aa11bc8b124c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u62ff\u5230\u6570\u636e\u5757\u4e2d\u7684\u6709\u6548\u6570\u636e\u8fdb\u884c\u62fc\u63a5\u5373\u53ef<\/p>\n<p><span class=\"token comment\">\/\/\u4ece\u6b64\u5904\u5c31\u662f\u5bf9\u4e00\u4e2achunk\u7684\u6709\u6548\u6570\u636e\u8fdb\u884c\u5904\u7406<\/span><br \/>\n<span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>chunk<span class=\"token punctuation\">.<\/span><span class=\"token function\">compare<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">6<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;data: &#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string modelData <span class=\"token operator\">&#061;<\/span> chunk<span class=\"token punctuation\">.<\/span><span class=\"token function\">substr<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">6<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>   <span class=\"token comment\">\/\/\u4ece6\u4f4d\u7f6e\u5f00\u59cb\u622a\u53d6\u5230\u672b\u4f4d<\/span><\/p>\n<p>    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>modelData <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;[DONE]&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        streamFinished <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/modelData\u662f\u6536\u5230\u6a21\u578b\u8fd4\u56de\u7684JSON\u5b57\u7b26\u4e32 \u2014\u2014 \u8981\u8fdb\u884c\u53cd\u5e8f\u5217\u5316<\/span><br \/>\n    Json<span class=\"token double-colon punctuation\">::<\/span>Value modelDataJson<span class=\"token punctuation\">;<\/span><br \/>\n    Json<span class=\"token double-colon punctuation\">::<\/span>CharReaderBuilder readerBuilder<span class=\"token punctuation\">;<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string errors<span class=\"token punctuation\">;<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>istringstream <span class=\"token function\">iss<\/span><span class=\"token punctuation\">(<\/span>modelData<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span><span class=\"token class-name\">Json<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">parseFromStream<\/span><span class=\"token punctuation\">(<\/span>readerBuilder<span class=\"token punctuation\">,<\/span> iss<span class=\"token punctuation\">,<\/span> <span class=\"token operator\">&amp;<\/span>modelDataJson<span class=\"token punctuation\">,<\/span> <span class=\"token operator\">&amp;<\/span>errors<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token function\">ERR<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessageStream: parse model data failed, errors: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> errors<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u63d0\u53d6\u51fa\u6a21\u578b\u7684\u54cd\u5e94\u5185\u5bb9<\/span><br \/>\n    <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>modelDataJson<span class=\"token punctuation\">.<\/span><span class=\"token function\">isMember<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span><br \/>\n        modelDataJson<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">isArray<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span><br \/>\n        modelDataJson<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">size<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        Json<span class=\"token double-colon punctuation\">::<\/span>Value choices <span class=\"token operator\">&#061;<\/span> modelDataJson<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;choices&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token keyword\">if<\/span><span class=\"token punctuation\">(<\/span>choices<span class=\"token punctuation\">.<\/span><span class=\"token function\">isMember<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;delta&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> choices<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;delta&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">isMember<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> choices<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;delta&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">isString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><br \/>\n            std<span class=\"token double-colon punctuation\">::<\/span>string content <span class=\"token operator\">&#061;<\/span> choices<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;delta&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">asString<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            fullResponse <span class=\"token operator\">&#043;&#061;<\/span> content<span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token function\">callback<\/span><span class=\"token punctuation\">(<\/span>content<span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token comment\">\/\/\u6bcf\u6536\u5230\u4e00\u4e2a\u589e\u91cf\u6587\u672c\u7247\u6bb5\u5c31 callback \u4e00\u6b21<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token keyword\">else<\/span><br \/>\n    <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token comment\">\/\/\u5355\u6b21\u7684JSON\u89e3\u6790\u5931\u8d25\u4e86<\/span><br \/>\n        <span class=\"token function\">WARN<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GeminiProvider sendMessageStream parse JSON failed: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> errors<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p>\u603b\u4f53\u7684\u5904\u7406\u6d41\u7a0b\u662f&#xff1a;\u5148\u6839\u636e \\\\n\\\\n \u6765\u5212\u5206\u51fa\u5355\u4e2a\u7684\u589e\u91cf\u6570\u636e\u5757&#xff08;\u5b57\u8282\u6d41&#xff09;&#xff0c;\u63a5\u7740\u5bf9\u6bd4\u589e\u91cf\u6570\u636e\u5757\u7684\u524d6\u4e2a\u5b57\u7b26\u662f\u5426\u4e3a&#034;data: &#034;&#xff0c;\u662f\u5c31\u5bf9\u5176\u6570\u636e\u8fdb\u884c\u53cd\u5e8f\u5217\u5316&#xff01;<\/p>\n<h2>&#x1f340;\u53d1\u9001\u6d88\u606f &#8211; \u6d41\u5f0f\u8fd4\u56de\u6d4b\u8bd5<\/h2>\n<p><span class=\"token comment\">\/\/Gemini &#8212; \u5168\u91cf\u8fd4\u56de\u6d4b\u8bd5<\/span><br \/>\n<span class=\"token function\">TEST<\/span><span class=\"token punctuation\">(<\/span>GeminiProvider<span class=\"token punctuation\">,<\/span> sendMessage<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token comment\">\/\/\u5b9e\u4f8b\u5316GeminiProvider\u7684\u5bf9\u8c61<\/span><br \/>\n    <span class=\"token keyword\">auto<\/span> provider <span class=\"token operator\">&#061;<\/span> std<span class=\"token double-colon punctuation\">::<\/span><span class=\"token generic-function\"><span class=\"token function\">make_shared<\/span><span class=\"token generic class-name\"><span class=\"token operator\">&lt;<\/span>ai_chat_sdk<span class=\"token double-colon punctuation\">::<\/span>GeminiProvider<span class=\"token operator\">&gt;<\/span><\/span><\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token function\">ASSERT_TRUE<\/span><span class=\"token punctuation\">(<\/span>provider <span class=\"token operator\">!&#061;<\/span> <span class=\"token keyword\">nullptr<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token comment\">\/\/\u4e0d\u62a5\u9519\u5c31\u662f\u6210\u529f<\/span><\/p>\n<p>    std<span class=\"token double-colon punctuation\">::<\/span>map<span class=\"token operator\">&lt;<\/span>std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token punctuation\">,<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&gt;<\/span> modelParams<span class=\"token punctuation\">;<\/span><br \/>\n    modelParams<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;_apikey&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> std<span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">getenv<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;GEMINI_API_KEY&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    modelParams<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;_endpoint&#034;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;https:\/\/modelflare.dev&#034;<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u521d\u59cb\u5316\u5bf9\u8c61<\/span><br \/>\n    provider<span class=\"token operator\">-&gt;<\/span><span class=\"token function\">initModel<\/span><span class=\"token punctuation\">(<\/span>modelParams<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token function\">ASSERT_TRUE<\/span><span class=\"token punctuation\">(<\/span>provider<span class=\"token operator\">-&gt;<\/span><span class=\"token function\">isAvailable<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token comment\">\/\/<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u56e0\u4e3a\u8c03\u7528sendMessage\u65b9\u6cd5\u9700\u8981\u4f20\u5165\u53c2\u6570&#xff1a;requestParam\u3001message<\/span><br \/>\n    <span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>map<span class=\"token operator\">&lt;<\/span>std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token punctuation\">,<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&gt;<\/span> requestParam <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;temperature&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;0.7&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;max_tokens&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;2048&#034;<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <span class=\"token comment\">\/\/\u8c03\u7528sendMessage\u65b9\u6cd5&#xff0c;\u53d1\u9001\u6d88\u606f<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>vector<span class=\"token operator\">&lt;<\/span>ai_chat_sdk<span class=\"token double-colon punctuation\">::<\/span>Message<span class=\"token operator\">&gt;<\/span> messages<span class=\"token punctuation\">;<\/span><br \/>\n    messages<span class=\"token punctuation\">.<\/span><span class=\"token function\">push_back<\/span><span class=\"token punctuation\">(<\/span>ai_chat_sdk<span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">Message<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;user&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u4f60\u662f\u8c01&#xff1f;&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token comment\">\/\/\u6d41\u5f0f\u54cd\u5e94<\/span><br \/>\n    <span class=\"token keyword\">auto<\/span> writechunk <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token operator\">&amp;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">const<\/span> std<span class=\"token double-colon punctuation\">::<\/span>string<span class=\"token operator\">&amp;<\/span> chunk<span class=\"token punctuation\">,<\/span> 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class=\"token punctuation\">;<\/span><br \/>\n    std<span class=\"token double-colon punctuation\">::<\/span>string fulldata <span class=\"token operator\">&#061;<\/span> provider<span class=\"token operator\">-&gt;<\/span><span class=\"token function\">sendMessageStream<\/span><span class=\"token punctuation\">(<\/span>messages<span class=\"token punctuation\">,<\/span> requestParam<span class=\"token punctuation\">,<\/span> writechunk<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    <span class=\"token function\">ASSERT_FALSE<\/span><span class=\"token punctuation\">(<\/span>fulldata<span class=\"token punctuation\">.<\/span><span class=\"token function\">empty<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> <span class=\"token comment\">\/\/\u671f\u5f85\u54cd\u5e94\u662ffalse&#xff0c;\u5982\u679cfulldata\u662f\u6709\u6570\u636e\u7684&#xff0c;\u6ca1\u95ee\u9898&#xff1b;\u53cd\u4e4b\u6570\u636e\u4e3a\u7a7a\u4f1a\u5bfc\u81f4\u6d4b\u8bd5\u5931\u8d25&#xff0c;\u62a5\u9519<\/span><br \/>\n    <span class=\"token function\">INFO<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;response: {}&#034;<\/span><span class=\"token punctuation\">,<\/span> fulldata<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">int<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> argc<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">char<\/span><span class=\"token operator\">*<\/span><span class=\"token operator\">*<\/span> argv<span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token comment\">\/\/\u521d\u59cb\u5316\u65e5\u5fd7\u5e93 \u2014\u2014 \u56e0\u4e3aDeepSeekProvider.cpp \u4e2d\u4f7f\u7528\u4e86\u65e5\u5fd7\u5e93   <\/span><br \/>\n    bite<span class=\"token double-colon punctuation\">::<\/span><span class=\"token class-name\">Logger<\/span><span class=\"token double-colon punctuation\">::<\/span><span class=\"token function\">initLogger<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;testLLM&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;stdout&#034;<\/span><span class=\"token punctuation\">,<\/span> spdlog<span class=\"token double-colon punctuation\">::<\/span>level<span class=\"token double-colon punctuation\">::<\/span>level_enum<span class=\"token double-colon punctuation\">::<\/span>debug<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>    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alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u81f3\u6b64\u4e09\u79cd\u6a21\u578b\u7684API\u63a5\u5165\u90fd\u5b9e\u73b0\u5b8c\u6210\u5e76\u4e14\u6d4b\u8bd5\u6210\u529f&#xff01;<\/p>\n<h2>&#x1f4e2;\u5199\u5728\u6700\u540e<\/h2>\n<p>\u63a5\u4e0b\u6765\u767b\u573a\u7684\u662f Ollama\u672c\u5730\u63a5\u5165\u5927\u6a21\u578b<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260909084145-6aa11bc9984f6.jpg\" alt=\"\u8bf7\u6dfb\u52a0\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#x1f308;\u6b22\u8fce\u6765\u5230\u5b9e\u6218\u9879\u76ee\u4e13\u680f ~~ \u4ece\u96f6\u5b9e\u73b0AI\u5927\u6a21\u578b\u63a5\u5165SDK &#x1f30d;\u535a\u5ba2\u4e3b\u9875&#xff1a;\u5f20\u5c0f\u59d0\u7684\u732b~\u6c5f\u6e56\u80cc\u666f&#x1f525;\u6240\u5c5e\u4e13\u680f&#xff1a;C\u9879\u76ee ~ 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