{"id":52757,"date":"2024-12-03T16:16:42","date_gmt":"2024-12-03T08:16:42","guid":{"rendered":"https:\/\/fwq.ai\/blog\/52757\/"},"modified":"2024-12-03T16:16:42","modified_gmt":"2024-12-03T08:16:42","slug":"%e6%b5%8b%e8%af%95-llm-%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f%ef%bc%9a%e6%a8%a1%e6%8b%9f-sdk-%e4%b8%8e%e7%9b%b4%e6%8e%a5-http-%e8%af%b7%e6%b1%82%e4%b8%ad%e7%9a%84%e4%b8%8d%e5%b9%b8%e4%ba%8b%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/52757\/","title":{"rendered":"\u6d4b\u8bd5 LLM \u5e94\u7528\u7a0b\u5e8f\uff1a\u6a21\u62df SDK \u4e0e\u76f4\u63a5 HTTP \u8bf7\u6c42\u4e2d\u7684\u4e0d\u5e78\u4e8b\u4ef6"},"content":{"rendered":"

<\/b> <\/p>\n

\u6d4b\u8bd5 LLM \u5e94\u7528\u7a0b\u5e8f\uff1a\u6a21\u62df SDK \u4e0e\u76f4\u63a5 HTTP \u8bf7\u6c42\u4e2d\u7684\u4e0d\u5e78\u4e8b\u4ef6<\/h1>\n

<\/i>\u6536\u85cf<\/span> <\/p>\n

\u4eca\u65e5\u4e0d\u80af\u57cb\u5934\uff0c\u660e\u65e5\u4f55\u4ee5\u62ac\u5934\uff01\u6bcf\u65e5\u4e00\u53e5\u52aa\u529b\u81ea\u5df1\u7684\u8bdd\u54c8\u54c8~\u54c8\u55bd\uff0c\u4eca\u5929\u6211\u5c06\u7ed9\u5927\u5bb6\u5e26\u6765\u4e00\u7bc7\u300a\u6d4b\u8bd5 LLM \u5e94\u7528\u7a0b\u5e8f\uff1a\u6a21\u62df SDK \u4e0e\u76f4\u63a5 HTTP \u8bf7\u6c42\u4e2d\u7684\u4e0d\u5e78\u4e8b\u4ef6\u300b<\/span>\uff0c\u4e3b\u8981\u5185\u5bb9\u662f\u8bb2\u89e3<\/span>\u7b49\u7b49\uff0c\u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u6536\u85cf\u6216\u8005\u6709\u66f4\u597d\u7684\u5efa\u8bae\u5728\u8bc4\u8bba\u63d0\u51fa\uff0c\u6211\u90fd\u4f1a\u8ba4\u771f\u770b\u7684\uff01\u5927\u5bb6\u4e00\u8d77\u8fdb\u6b65\uff0c\u4e00\u8d77\u5b66\u4e60\uff01<\/p>\n

\"\u6d4b\u8bd5<\/p>\n

\u4ecb\u7ecd <\/h2>\n

\u8ba9\u6211\u5728\u8fd9\u7bc7\u535a\u5ba2\u7684\u524d\u8a00\u4e2d\u8bf4\uff0c\u8fd9\u4e2a\u4e0e\u6211\u7684\u5176\u4ed6\u535a\u5ba2\u4e0d\u540c<\/em>\uff0c\u5728\u8fd9\u4e9b\u535a\u5ba2\u4e2d\u6211\u80fd\u591f\u9010\u6b65\u5b8c\u6210\u5b8c\u6210\u4efb\u52a1\u7684\u6b65\u9aa4\u3002\u76f8\u53cd\uff0c\u8fd9\u66f4\u591a\u5730\u53cd\u6620\u4e86\u6211\u5728\u5c1d\u8bd5\u5411\u6211\u7684\u9879\u76ee gimme_readme \u6dfb\u52a0\u6d4b\u8bd5\u65f6\u9047\u5230\u7684\u6311\u6218\uff0c\u4ee5\u53ca\u6211\u5728\u6b64\u8fc7\u7a0b\u4e2d\u5b66\u5230\u7684\u5173\u4e8e\u6d4b\u8bd5 llm \u652f\u6301\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u77e5\u8bc6\u3002<\/p>\n

\u80cc\u666f <\/h2>\n

\u672c\u5468\uff0c\u6211\u548c\u6211\u7684\u5f00\u6e90\u5f00\u53d1\u540c\u5b66\u7684\u4efb\u52a1\u662f\u5411\u5305\u542b\u5927\u578b\u8bed\u8a00\u6a21\u578b (llm) \u7684\u547d\u4ee4\u884c\u5de5\u5177\u6dfb\u52a0\u6d4b\u8bd5\u3002\u4e4d\u4e00\u770b\u8fd9\u4f3c\u4e4e\u5f88\u7b80\u5355\uff0c\u4f46\u5b83\u8ba9\u6211\u9677\u5165\u4e86\u4e00\u4e2a\u6211\u6ca1\u6709\u9884\u6599\u5230\u7684\u6d4b\u8bd5\u590d\u6742\u6027\u7684\u5154\u5b50\u6d1e\u3002<\/p>\n

\u6211\u7684\u6d4b\u8bd5\u4e4b\u65c5 <\/h2>\n

\u6700\u521d\u7684\u65b9\u6cd5 <\/h3>\n

\u5f53\u6211\u7b2c\u4e00\u6b21\u6784\u5efa gimme_readme \u65f6\uff0c\u6211\u4f7f\u7528 jest.js \u6dfb\u52a0\u4e86\u4e00\u4e9b\u57fa\u672c\u6d4b\u8bd5\u3002\u8fd9\u4e9b\u6d4b\u8bd5\u76f8\u5f53\u7b80\u5355\uff0c\u4e3b\u8981\u5173\u6ce8\uff1a<\/p>\n

    \n
  • \u9a8c\u8bc1\u51fd\u6570\u8f93\u51fa<\/li>\n
  • \u68c0\u67e5\u57fa\u672c\u9519\u8bef\u5904\u7406<\/li>\n
  • \u6d4b\u8bd5\u7b80\u5355\u7684\u5b9e\u7528\u51fd\u6570<\/li>\n<\/ul>\n

    \u867d\u7136\u8fd9\u4e9b\u6d4b\u8bd5\u63d0\u4f9b\u4e86\u4e00\u4e9b\u8986\u76d6\u8303\u56f4\uff0c\u4f46\u5b83\u4eec\u5e76\u6ca1\u6709\u6d4b\u8bd5\u6211\u7684\u7533\u8bf7\u4e2d\u6700\u5173\u952e\u7684\u90e8\u5206\u4e4b\u4e00\uff1allm \u4ea4\u4e92\u3002<\/p>\n

    \u6311\u6218\uff1a\u6d4b\u8bd5 llm \u4ea4\u4e92 <\/h3>\n

    \u5f53\u6211\u5c1d\u8bd5\u6dfb\u52a0\u66f4\u5168\u9762\u7684\u6d4b\u8bd5\u65f6\uff0c\u6211\u5bf9\u6211\u7684\u5e94\u7528\u7a0b\u5e8f\u5982\u4f55\u4e0e\u6cd5\u5b66\u7855\u58eb\u8fdb\u884c\u901a\u4fe1\u6709\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u8ba4\u8bc6\u3002\u6700\u521d\uff0c\u6211\u8ba4\u4e3a\u53ef\u4ee5\u4f7f\u7528 nock.js \u6765\u6a21\u62df\u5bf9\u8fd9\u4e9b\u8bed\u8a00\u6a21\u578b\u7684 http \u8bf7\u6c42\u3002\u6bd5\u7adf\uff0c\u8fd9\u5c31\u662f nock \u7684\u64c5\u957f\u4e4b\u5904 – \u62e6\u622a\u548c\u6a21\u62df http \u8bf7\u6c42\u4ee5\u8fdb\u884c\u6d4b\u8bd5\u3002<\/p>\n

    \u4f46\u662f\uff0c\u6211\u53d1\u73b0\u6211\u4f7f\u7528llm\u7684\u65b9\u5f0f<\/em>\u8ba9\u6211\u5f88\u96be\u4f7f\u7528nock\u7f16\u5199\u6d4b\u8bd5\u3002<\/p>\n

    sdk \u4e0e\u76f4\u63a5 http \u8bf7\u6c42\u7684\u56f0\u5883 <\/h3>\n

    \u8fd9\u5c31\u662f\u4e8b\u60c5\u53d8\u5f97\u6709\u8da3\u7684\u5730\u65b9\u3002\u6211\u7684\u5e94\u7528\u7a0b\u5e8f\u4f7f\u7528 llm \u670d\u52a1\uff08\u4f8b\u5982 google \u7684 gemini \u548c groq\uff09\u63d0\u4f9b\u7684\u5b98\u65b9 sdk \u5ba2\u6237\u7aef\u3002\u8fd9\u4e9b sdk \u5145\u5f53\u62bd\u8c61\u5c42\uff0c\u5728\u5e55\u540e\u5904\u7406\u6240\u6709 http \u901a\u4fe1<\/em>\u3002\u867d\u7136\u8fd9\u4f7f\u5f97\u4ee3\u7801\u66f4\u5e72\u51c0\u3001\u66f4\u5bb9\u6613\u5728\u751f\u4ea7\u4e2d\u4f7f\u7528\uff0c\u4f46\u5b83\u5e26\u6765\u4e86\u6709\u8da3\u7684\u6d4b\u8bd5\u6311\u6218\u3002<\/p>\n

    \u8003\u8651\u8fd9\u4e24\u79cd\u5b9e\u73b0 llm \u529f\u80fd\u7684\u65b9\u6cd5\uff1a<\/p>\n

    \/\/ Approach 1: Using SDK\nconst groq = new Groq({ apiKey });\nconst response = await groq.chat.completions.create({\n  messages: [{ role: \"user\", content: prompt }],\n  model: \"mixtral-8x7b-32768\"\n});\n\n\/\/ Approach 2: Direct HTTP requests\nconst response = await fetch('https:\/\/api.groq.com\/v1\/completions', {\n  method: 'POST',\n  headers: {\n    'Authorization': `Bearer ${apiKey}`,\n    'Content-Type': 'application\/json'\n  },\n  body: JSON.stringify({\n    messages: [{ role: \"user\", content: prompt }],\n    model: \"mixtral-8x7b-32768\"\n  })\n});\n<\/pre>\n
    sdk \u65b9\u6cd5\u66f4\u7b80\u6d01\uff0c\u63d0\u4f9b\u4e86\u66f4\u597d\u7684\u5f00\u53d1\u4eba\u5458\u4f53\u9a8c\uff0c\u4f46\u5b83\u4f7f\u5f97\u50cf nock \u8fd9\u6837\u7684\u4f20\u7edf http \u6a21\u62df\u5de5\u5177\u4e0d\u592a\u6709\u7528\u3002 http \u8bf7\u6c42\u53d1\u751f\u5728 sdk \u5185\u90e8\uff0c\u8fd9\u4f7f\u5f97\u5b83\u4eec\u66f4\u96be\u88ab nock \u62e6\u622a<\/em>\u3002<\/p>\n
     \u7ecf\u9a8c\u6559\u8bad <\/h2>\n
      \n
    1. \n
      \u5c3d\u65e9\u8003\u8651\u6d4b\u8bd5\u7b56\u7565<\/strong>\uff1a\u5728 sdk \u548c\u76f4\u63a5 http \u8bf7\u6c42\u4e4b\u95f4\u8fdb\u884c\u9009\u62e9\u65f6\uff0c\u8bf7\u8003\u8651\u5982\u4f55\u6d4b\u8bd5\u5b9e\u73b0\u3002\u6709\u65f6\uff0c\u201c\u66f4\u5e72\u51c0\u201d\u7684\u751f\u4ea7\u4ee3\u7801\u53ef\u80fd\u4f1a\u4f7f\u6d4b\u8bd5\u66f4\u5177\u6311\u6218\u6027\u3002<\/p>\n<\/li>\n
    2. \n
      sdk \u6d4b\u8bd5\u9700\u8981\u4e0d\u540c\u7684\u5de5\u5177<\/strong>\uff1a\u4f7f\u7528 sdk \u65f6\uff0c\u9700\u8981\u5728 sdk \u7ea7\u522b\u800c\u4e0d\u662f http \u7ea7\u522b\u8fdb\u884c\u6a21\u62df\u3002\u8fd9\u610f\u5473\u7740\uff1a<\/p>\n
        \n
      • \u6a21\u62df\u6574\u4e2a sdk \u5ba2\u6237\u7aef<\/li>\n
      • \u4e13\u6ce8\u4e8e sdk \u7684\u63a5\u53e3\u800c\u4e0d\u662f http \u8bf7\u6c42<\/li>\n
      • \u4f7f\u7528 jest \u7684\u6a21\u5757\u6a21\u62df\u200b\u200b\u529f\u80fd\u800c\u4e0d\u662f http \u62e6\u622a\u5668<\/li>\n<\/ul>\n<\/li>\n
      • \n
        \u4fbf\u5229\u6027\u548c\u53ef\u6d4b\u8bd5\u6027\u4e4b\u95f4\u7684\u5e73\u8861<\/strong>\uff1a\u867d\u7136 sdk \u63d0\u4f9b\u4e86\u51fa\u8272\u7684\u5f00\u53d1\u4eba\u5458\u4f53\u9a8c\uff0c\u4f46\u5b83\u4eec\u53ef\u80fd\u4f1a\u4f7f\u67d0\u4e9b\u6d4b\u8bd5\u65b9\u6cd5\u53d8\u5f97\u66f4\u52a0\u56f0\u96be\u3002\u5728\u6784\u5efa\u5e94\u7528\u7a0b\u5e8f\u65f6\u503c\u5f97\u8003\u8651\u8fd9\u79cd\u6743\u8861\u3002<\/p>\n<\/li>\n<\/ol>\n
         \u524d\u8fdb <\/h2>\n
        \u867d\u7136\u6211\u8fd8\u6ca1\u6709\u5b8c\u5168\u89e3\u51b3\u6211\u7684\u6d4b\u8bd5\u6311\u6218\uff0c\u4f46\u8fd9\u6bb5\u7ecf\u5386\u6559\u4f1a\u4e86\u6211\u5173\u4e8e\u901a\u8fc7 sdk \u6d4b\u8bd5\u4f9d\u8d56\u4e8e\u5916\u90e8\u670d\u52a1\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u5b9d\u8d35\u7ecf\u9a8c\u3002\u5bf9\u4e8e\u6784\u5efa\u7c7b\u4f3c\u5e94\u7528\u7a0b\u5e8f\u7684\u4efb\u4f55\u4eba\uff0c\u6211\u5efa\u8bae\uff1a<\/p>\n
          \n
        1. \u5728 sdk \u548c\u76f4\u63a5 api \u8c03\u7528\u4e4b\u95f4\u8fdb\u884c\u9009\u62e9\u65f6\u8003\u8651\u6d4b\u8bd5\u7b56\u7565<\/li>\n
        2. \u5982\u679c\u4f7f\u7528 sdk\uff0c\u8bf7\u8ba1\u5212\u5728 sdk \u7ea7\u522b\u800c\u4e0d\u662f http \u7ea7\u522b\u8fdb\u884c\u6a21\u62df<\/li>\n
        3. \u8003\u8651\u5728 sdk \u5468\u56f4\u7f16\u5199\u8584\u5305\u88c5\u5668\uff0c\u4f7f\u5b83\u4eec\u66f4\u6613\u4e8e\u6d4b\u8bd5<\/li>\n
        4. \u4e3a\u53ef\u80fd\u53c2\u4e0e\u8be5\u9879\u76ee\u7684\u5176\u4ed6\u4eba\u8bb0\u5f55\u6d4b\u8bd5\u65b9\u6cd5<\/li>\n<\/ol>\n
           \u7ed3\u8bba <\/h2>\n
          \u6d4b\u8bd5 llm \u5e94\u7528\u7a0b\u5e8f\u5e26\u6765\u4e86\u72ec\u7279\u7684\u6311\u6218\uff0c\u7279\u522b\u662f\u5728\u5e73\u8861 sdk \u7b49\u73b0\u4ee3\u5f00\u53d1\u4fbf\u5229\u6027\u4e0e\u5f7b\u5e95\u6d4b\u8bd5\u7684\u9700\u8981\u65f6\u3002\u867d\u7136\u6211\u4ecd\u5728\u52aa\u529b\u63d0\u9ad8 gimme_readme \u7684\u6d4b\u8bd5\u8986\u76d6\u7387\uff0c\u4f46\u8fd9\u6b21\u7ecf\u5386\u8ba9\u6211\u66f4\u597d\u5730\u4e86\u89e3\u4e86\u5982\u4f55\u5728\u6d89\u53ca\u5916\u90e8\u670d\u52a1\u548c sdk \u7684\u672a\u6765\u9879\u76ee\u4e2d\u8fdb\u884c\u6d4b\u8bd5\u3002<\/p>\n
          \u8fd8\u6709\u5176\u4ed6\u4eba\u5728\u6d4b\u8bd5\u4f7f\u7528 llm sdk \u7684\u5e94\u7528\u7a0b\u5e8f\u65f6\u9047\u5230\u8fc7\u7c7b\u4f3c\u7684\u6311\u6218\u5417\uff1f\u6211\u5f88\u60f3\u5728\u8bc4\u8bba\u4e2d\u542c\u5230\u60a8\u7684\u7ecf\u9a8c\u548c\u89e3\u51b3\u65b9\u6848\uff01<\/p>\n
          \u672c\u7bc7\u5173\u4e8e\u300a\u6d4b\u8bd5 LLM \u5e94\u7528\u7a0b\u5e8f\uff1a\u6a21\u62df SDK \u4e0e\u76f4\u63a5 HTTP \u8bf7\u6c42\u4e2d\u7684\u4e0d\u5e78\u4e8b\u4ef6\u300b\u7684\u4ecb\u7ecd\u5c31\u5230\u6b64\u7ed3\u675f\u5566\uff0c\u4f46\u662f\u5b66\u65e0\u6b62\u5883\uff0c\u60f3\u8981\u4e86\u89e3\u5b66\u4e60\u66f4\u591a\u5173\u4e8e\u6587\u7ae0\u7684\u76f8\u5173\u77e5\u8bc6\uff0c\u8bf7\u5173\u6ce8\u7c73\u4e91\u516c\u4f17\u53f7\uff01<\/p>\n
                \u7248\u672c\u58f0\u660e \u672c\u6587\u8f6c\u8f7d\u4e8e\uff1adev.to \u5982\u6709\u4fb5\u72af\uff0c\u8bf7\u8054\u7cfb\u5220\u9664    <\/p>\n
          \n
          <\/dt>\n
          \n   win11\u53f3\u952e\u83dc\u5355\u6ca1\u6709\u53cd\u5e94\u600e\u4e48\u529e win11\u70b9\u51fb\u53f3\u952e\u6ca1\u53cd\u5e94\u89e3\u51b3\u65b9\u6cd5\n <\/dd>\n<\/dl>\n","protected":false},"excerpt":{"rendered":"
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