{"id":32989,"date":"2025-04-26T10:26:43","date_gmt":"2025-04-26T02:26:43","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/32989.html"},"modified":"2025-04-26T10:26:43","modified_gmt":"2025-04-26T02:26:43","slug":"langchain%e3%80%81llamaindex-%e5%92%8c-chatgpt-%e7%9a%84%e8%af%a6%e7%bb%86%e5%af%b9%e6%af%94%e5%88%86%e6%9e%90%e5%8f%8a%e6%80%bb%e7%bb%93%e8%a1%a8%e6%a0%bc","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/32989.html","title":{"rendered":"LangChain\u3001LlamaIndex \u548c ChatGPT \u7684\u8be6\u7ec6\u5bf9\u6bd4\u5206\u6790\u53ca\u603b\u7ed3\u8868\u683c"},"content":{"rendered":"

\u4ee5\u4e0b\u662f LangChain\u3001LlamaIndex \u548c ChatGPT \u7684\u8be6\u7ec6\u5bf9\u6bd4\u5206\u6790\u53ca\u603b\u7ed3\u8868\u683c： \"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/p>\n

\n

1. \u6838\u5fc3\u529f\u80fd\u5bf9\u6bd4<\/h4>\n\n\u5de5\u5177\u6838\u5fc3\u529f\u80fd<\/tr>\n\n\n\n\n
LangChain<\/td>\n\u6846\u67b6，\u7528\u4e8e\u6784\u5efa\u7aef\u5230\u7aef\u7684 LLM \u5e94\u7528\u7a0b\u5e8f，\u652f\u6301 prompt \u5de5\u7a0b\u3001\u6a21\u578b\u8c03\u7528\u3001\u6570\u636e\u96c6\u6210\u3001\u5de5\u5177\u94fe\u5f00\u53d1\u3002<\/td>\n<\/tr>\n
LlamaIndex<\/td>\n\u6587\u6863\u5904\u7406\u5de5\u5177，\u805a\u7126\u4e8e\u975e\u7ed3\u6784\u5316\u6570\u636e（\u5982\u6587\u672c\u3001PDF\u3001\u7f51\u9875）\u7684\u7d22\u5f15\u3001\u67e5\u8be2\u548c\u5411\u91cf\u5316\u3002<\/td>\n<\/tr>\n
ChatGPT<\/td>\n\u5bf9\u8bdd\u6a21\u578b，\u57fa\u4e8e GPT \u7cfb\u5217（\u5982 GPT-3.5\u3001GPT-4），\u63d0\u4f9b\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u751f\u6210\u80fd\u529b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

2. \u9002\u7528\u573a\u666f\u5bf9\u6bd4<\/h4>\n\n\u5de5\u5177\u5178\u578b\u573a\u666f<\/tr>\n\n\n\n\n
LangChain<\/td>\n\u5f00\u53d1\u590d\u6742 AI \u5e94\u7528（\u5982\u804a\u5929\u673a\u5668\u4eba\u3001\u6587\u6863\u5206\u6790\u7cfb\u7edf），\u9700\u8981\u7075\u6d3b\u6574\u5408 LLM\u3001\u6570\u636e\u5e93\u3001\u5de5\u5177（\u5982API）\u3002<\/td>\n<\/tr>\n
LlamaIndex<\/td>\n\u5904\u7406\u6587\u6863\u6570\u636e（\u5982\u95ee\u7b54\u7cfb\u7edf\u3001\u77e5\u8bc6\u5e93\u6784\u5efa），\u5feb\u901f\u6784\u5efa\u6587\u6863\u68c0\u7d22\u548c\u8bed\u4e49\u67e5\u8be2\u80fd\u529b\u3002<\/td>\n<\/tr>\n
ChatGPT<\/td>\n\u76f4\u63a5\u7528\u4e8e\u5bf9\u8bdd\u4ea4\u4e92（\u5982\u5ba2\u670d\u673a\u5668\u4eba\u3001\u667a\u80fd\u52a9\u624b），\u65e0\u9700\u590d\u6742\u5f00\u53d1，\u4f9d\u8d56 API \u8c03\u7528\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

3. \u6280\u672f\u7279\u70b9\u5bf9\u6bd4<\/h4>\n\n\u5de5\u5177\u6a21\u578b\u652f\u6301\u6570\u636e\u5904\u7406\u80fd\u529b\u5f00\u53d1\u590d\u6742\u5ea6<\/tr>\n\n\n\n\n
LangChain<\/td>\n\u591a\u6a21\u578b（OpenAI\u3001Anthropic\u7b49）<\/td>\n\u9700\u81ea\u884c\u96c6\u6210\u6570\u636e\u6e90\u548c\u5b58\u50a8<\/td>\n\u9ad8（\u9700\u7f16\u5199\u903b\u8f91）<\/td>\n<\/tr>\n
LlamaIndex<\/td>\n\u652f\u6301\u591a\u6a21\u578b（\u5305\u62ec\u672c\u5730 Llama \u7cfb\u5217）<\/td>\n\u5185\u7f6e\u6587\u6863\u5411\u91cf\u5316\u548c\u7d22\u5f15\u7ed3\u6784<\/td>\n\u4e2d（\u4f9d\u8d56\u6587\u6863\u8f93\u5165）<\/td>\n<\/tr>\n
ChatGPT<\/td>\n\u4ec5 OpenAI \u6a21\u578b（GPT-3.5\/GPT-4）<\/td>\n\u4ec5\u5904\u7406\u8f93\u5165\u6587\u672c，\u65e0\u5185\u7f6e\u6570\u636e\u5904\u7406<\/td>\n\u4f4e（API \u8c03\u7528\u5373\u53ef）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

4. \u4f18\u7f3a\u70b9\u603b\u7ed3<\/h4>\n

LangChain<\/h5>\n
    \n
  • \u4f18\u70b9：\u7075\u6d3b\u6027\u9ad8，\u652f\u6301\u590d\u6742\u5e94\u7528\u5f00\u53d1，\u6a21\u5757\u5316\u8bbe\u8ba1\u4fbf\u4e8e\u6269\u5c55\u3002<\/li>\n
  • \u7f3a\u70b9：\u9700\u8981\u81ea\u884c\u5904\u7406\u6570\u636e\u96c6\u6210\u548c\u903b\u8f91，\u5b66\u4e60\u66f2\u7ebf\u8f83\u9661\u3002<\/li>\n<\/ul>\n
    LlamaIndex<\/h5>\n
      \n
    • \u4f18\u70b9：\u7b80\u5316\u6587\u6863\u5904\u7406\u6d41\u7a0b，\u5185\u7f6e\u5411\u91cf\u5316\u548c\u68c0\u7d22\u529f\u80fd，\u9002\u5408\u5feb\u901f\u6784\u5efa\u77e5\u8bc6\u5e93\u3002<\/li>\n
    • \u7f3a\u70b9：\u529f\u80fd\u805a\u7126\u4e8e\u6587\u6863，\u6269\u5c55\u6027\u6709\u9650，\u5bf9\u590d\u6742\u903b\u8f91\u652f\u6301\u4e0d\u8db3\u3002<\/li>\n<\/ul>\n
      ChatGPT<\/h5>\n
        \n
      • \u4f18\u70b9：\u5f00\u7bb1\u5373\u7528\u7684\u5bf9\u8bdd\u80fd\u529b，API \u63a5\u53e3\u7b80\u5355，\u9002\u5408\u5feb\u901f\u539f\u578b\u5f00\u53d1\u3002<\/li>\n
      • \u7f3a\u70b9：\u529f\u80fd\u5355\u4e00（\u4ec5\u5bf9\u8bdd\u751f\u6210），\u65e0\u6cd5\u76f4\u63a5\u5904\u7406\u5916\u90e8\u6570\u636e\u6216\u590d\u6742\u903b\u8f91\u3002<\/li>\n<\/ul>\n
        \n

        5. \u5bf9\u6bd4\u8868\u683c\u603b\u7ed3<\/h4>\n\n\u7ef4\u5ea6LangChainLlamaIndexChatGPT<\/tr>\n\n\n\n\n\n\n\n\n
        \u5b9a\u4f4d<\/td>\n\u5f00\u53d1\u6846\u67b6<\/td>\n\u6587\u6863\u5904\u7406\u5de5\u5177<\/td>\n\u5bf9\u8bdd\u6a21\u578b\u5b9e\u4f8b<\/td>\n<\/tr>\n
        \u6838\u5fc3\u76ee\u6807<\/td>\n\u6784\u5efa\u7aef\u5230\u7aef AI \u5e94\u7528<\/td>\n\u5904\u7406\u975e\u7ed3\u6784\u5316\u6570\u636e<\/td>\n\u63d0\u4f9b\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u80fd\u529b<\/td>\n<\/tr>\n
        \u6a21\u578b\u517c\u5bb9\u6027<\/td>\n\u591a\u6a21\u578b（\u9700\u96c6\u6210）<\/td>\n\u591a\u6a21\u578b（\u652f\u6301\u672c\u5730\/\u4e91\u7aef）<\/td>\n\u4ec5 OpenAI \u6a21\u578b<\/td>\n<\/tr>\n
        \u6570\u636e\u5904\u7406<\/td>\n\u9700\u81ea\u884c\u5b9e\u73b0<\/td>\n\u5185\u7f6e\u6587\u6863\u7d22\u5f15\u4e0e\u68c0\u7d22<\/td>\n\u65e0\u5185\u7f6e\u6570\u636e\u5904\u7406<\/td>\n<\/tr>\n
        \u5f00\u53d1\u96be\u5ea6<\/td>\n\u9ad8（\u9700\u7f16\u7801）<\/td>\n\u4e2d（\u4f9d\u8d56\u914d\u7f6e）<\/td>\n\u4f4e（API \u8c03\u7528）<\/td>\n<\/tr>\n
        \u9002\u7528\u573a\u666f<\/td>\n\u590d\u6742\u5e94\u7528\u5f00\u53d1（\u5982\u5de5\u5177\u94fe）<\/td>\n\u6587\u6863\u95ee\u7b54\u3001\u77e5\u8bc6\u5e93\u6784\u5efa<\/td>\n\u5bf9\u8bdd\u7cfb\u7edf（\u5982\u5ba2\u670d\u673a\u5668\u4eba）<\/td>\n<\/tr>\n
        \u793e\u533a\u751f\u6001<\/td>\n\u6d3b\u8dc3（OpenAI \u751f\u6001）<\/td>\n\u5feb\u901f\u589e\u957f（\u9002\u5408\u6587\u6863\u573a\u666f）<\/td>\n\u5e7f\u6cdb（OpenAI \u5b98\u65b9\u652f\u6301）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
        \n

        \u9009\u62e9\u5efa\u8bae<\/h4>\n
          \n
        • \u9700\u8981\u6784\u5efa\u590d\u6742\u5e94\u7528（\u5982\u7ed3\u5408\u6570\u636e\u5e93\u3001API\u3001\u591a\u6a21\u578b） \u2192 LangChain\u3002<\/li>\n
        • \u5feb\u901f\u5904\u7406\u6587\u6863\u6570\u636e（\u5982\u6784\u5efa\u4f01\u4e1a\u77e5\u8bc6\u5e93） \u2192 LlamaIndex\u3002<\/li>\n
        • \u76f4\u63a5\u8c03\u7528\u5bf9\u8bdd\u80fd\u529b（\u5982\u7b80\u5355\u804a\u5929\u673a\u5668\u4eba） \u2192 ChatGPT\u3002<\/li>\n<\/ul>\n

          \u5982\u679c\u9700\u8981\u8fdb\u4e00\u6b65\u63a2\u8ba8\u5177\u4f53\u573a\u666f\u6216\u4ee3\u7801\u793a\u4f8b，\u53ef\u4ee5\u968f\u65f6\u63d0\u51fa！<\/p>\n","protected":false},"excerpt":{"rendered":"

          \u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb479\u6b21\uff0c\u70b9\u8d5e4\u6b21\uff0c\u6536\u85cf5\u6b21\u3002LangChain\u3001LlamaIndex \u548c ChatGPT \u7684\u8be6\u7ec6\u5bf9\u6bd4\u5206\u6790\u53ca\u603b\u7ed3\u8868\u683c<\/p>\n","protected":false},"author":2,"featured_media":32988,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[175,997,50],"topic":[],"class_list":["post-32989","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-chatgpt","tag-langchain","tag-50"],"yoast_head":"\nLangChain\u3001LlamaIndex \u548c ChatGPT \u7684\u8be6\u7ec6\u5bf9\u6bd4\u5206\u6790\u53ca\u603b\u7ed3\u8868\u683c - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/32989.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LangChain\u3001LlamaIndex \u548c ChatGPT \u7684\u8be6\u7ec6\u5bf9\u6bd4\u5206\u6790\u53ca\u603b\u7ed3\u8868\u683c - 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