{"id":55370,"date":"2025-02-19T11:25:11","date_gmt":"2025-02-19T03:25:11","guid":{"rendered":"https:\/\/fwq.ai\/blog\/55370\/"},"modified":"2025-02-19T11:25:11","modified_gmt":"2025-02-19T03:25:11","slug":"langfriend%ef%bc%9a%e4%b8%80%e6%ac%be%e5%85%b7%e6%9c%89%e9%95%bf%e6%9c%9f%e8%ae%b0%e5%bf%86%e5%8a%9f%e8%83%bd%e7%9a%84%e6%97%a5%e8%ae%b0","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/55370\/","title":{"rendered":"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0"},"content":{"rendered":"<p>\u539f\u6587\uff1ahttps:\/\/blog.langchain.dev\/langfriend\/?t=ZMdNze4qQKvNzUMHPhQRfg<\/p>\n<p>&nbsp;<\/p>\n<p> <\/p>\n<p>LangChain\u975e\u5e38\u5173\u6ce8\u8bb0\u5fc6\u8fd9\u4e2a\u6982\u5ff5\uff0c\u6211\u4eec\u4e60\u60ef\u4e8e\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u4ee5\u5c55\u73b0\u6211\u4eec\u6240\u5173\u6ce8\u7684\u6982\u5ff5\u3002\u5bf9\u4e8e\u8bb0\u5fc6\uff0c\u6211\u4eec\u9009\u62e9\u4e86\u521b\u5efa\u4e00\u4e2a\u65e5\u8bb0\u5e94\u7528\uff08LangFriend\uff09\uff01\u6211\u4eec\u5411\u4efb\u4f55\u4eba\u63d0\u4f9b\u4e86\u4e00\u4e2a\u53ef\u5c1d\u8bd5\u7684\u7248\u672c\uff0c\u5e76\u4e14\u5df2\u7ecf\u5f00\u59cb\u4e0e\u4e00\u4e9b\u65e9\u671f\u7528\u6237\u5f00\u53d1\u9762\u5411\u5f00\u53d1\u8005\u7684API\u3002\u5982\u679c\u60a8\u5bf9\u8fd9\u4e2a\u611f\u5174\u8da3\uff0c\u8bf7\u5728\u4e0b\u65b9\u62a5\u540d\u53c2\u4e0e\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4e3b\u8981\u94fe\u63a5:<\/p>\n<ul>\n<li>[]<\/li>\n<li>[]<\/li>\n<li>[]<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<blockquote>\n<p>\u6211\u4eec\u8fd8\u8ba1\u5212\u4e0eNew , MongoDB\u548cAnthropic\u4e00\u8d77\uff0c\u57282024\u5e744\u67086\u65e5\u4e3e\u529e\u4e00\u4e2a\u4e0e\u8bb0\u5fc6\u76f8\u5173\u7684\u9ed1\u5ba2\u9a6c\u62c9\u677e\u3002\u60a8\u53ef\u4ee5\u5728[]\u62a5\u540d\u53c2\u4e0e\u3002<\/p>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<p>\u6211\u4eec\u5bf9LLM\u7cfb\u7edf\u4e2d\u8bb0\u5fc6\u8fd9\u4e2a\u90e8\u5206\u5bc4\u4e88\u539a\u671b\u3002\u751f\u6210AI\u7684\u5927\u90e8\u5206\u80fd\u91cf\u6765\u81ea\u4e8e\u5176\u80fd\u591f\u968f\u65f6\u751f\u6210\u72ec\u7279\u5185\u5bb9\u7684\u80fd\u529b\uff0c\u8fd9\u5bf9\u4e8e\u5b9a\u5236\u7528\u6237\u4f53\u9a8c\u6765\u8bf4\u975e\u5e38\u5f3a\u5927\u3002\u8fd9\u4e0d\u4ec5\u53ef\u4ee5\u901a\u8fc7\u83b7\u53d6\u5df2\u6709\u7684\u6709\u5173\u7528\u6237\u4fe1\u606f\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8bb0\u4f4f\u4e4b\u524d\u4e0e\u7528\u6237\u7684\u4ea4\u4e92\u5e76\u4ece\u4e2d\u5b66\u4e60\u6765\u5b9e\u73b0\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u5c31\u662f\u8fd9\u79cd&#8221;\u8bb0\u5fc6&#8221;\u578b\u7684\u63a2\u7d22\u8ba9\u6211\u4eec\u5145\u6ee1\u4e86\u671f\u5f85\u3002\u6211\u4eec\u8ba4\u4e3a\u7528\u6237\u4e0eLLM\u4e4b\u95f4\u7684\u4ea4\u4e92\u4f1a\u8d8a\u6765\u8d8a\u591a 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u6210\u51c6\u786e\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a\u7684\u67b6\u6784\u548c\u4ea4\u4e92\u6a21\u5f0f\u3002<\/p>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<p>\u8fd9\u4e24\u7bc7\u8bba\u6587\u4e2d\u4e00\u4e2a\u6709\u8da3\u7684\u533a\u522b\u662fLLM\u4e3b\u52a8\u4f7f\u7528\u8bb0\u5fc6\u7684\u7a0b\u5ea6\u4e0e\u5b83\u66f4\u591a\u5730\u4f5c\u4e3a\u4e00\u4e2a\u540e\u53f0\u8fc7\u7a0b\u6765\u8fdb\u884c\u7684\u7a0b\u5ea6\u3002MemGPT\u8feb\u4f7fLLM\u4f7f\u7528\u8bb0\u5fc6\u529f\u80fd\uff0c\u800c\u751f\u6210\u4ee3\u7406\u5219\u66f4\u50cf\u80cc\u666f\u8fdb\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u516c\u53f8<\/h2>\n<p>\u6709\u51e0\u5bb6\u516c\u53f8\u5728\u5185\u5b58\u6280\u672f\u9886\u57df\u6709\u7740\u6770\u51fa\u7684\u8868\u73b0\u3002<\/p>\n<p>Plastic Labs \u662f\u4e00\u5bb6\u4e13\u6ce8\u4e8e\u5f00\u53d1\u8bf8\u5982[]\u7684\u521b\u65b0\u9879\u76ee\u7684\u521d\u521b\u516c\u53f8\u3002<\/p>\n<p>&nbsp;<\/p>\n<blockquote>\n<p>LangChain LLM\u5e94\u7528\u3002\u8fd9\u662f\u4e00\u4e2a\u9488\u5bf9\u7406\u8bba\u601d\u7ef4\u8f85\u5bfc\u7684\u52a8\u6001\u5143\u63d0\u793a\u529f\u80fd\u3002<\/p>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<p> [<br \/>\n<strong>Good AI<\/strong>] \u5219\u662f\u4e00\u5bb6\u65b0\u8fd1\u5f00\u6e90\u4e86\u4e00\u4e2a\u5177\u5907\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u804a\u5929\u52a9\u624b\u7684\u521d\u521b\u516c\u53f8\u3002 <\/p>\n<blockquote>\n<p>\u4e4d\u4e00\u770b\uff0cCharlie\u53ef\u80fd\u4e0e\u73b0\u6709\u7684LLM\u4ee3\u7406\u5982ChatGPT\uff0cClaude\u548cGemini\u76f8\u4f3c\u3002\u7136\u800c\uff0c\u5176\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5176\u5f15\u5165\u4e86LTM\u7684\u5b9e\u73b0\uff0c\u8ba9\u5b83\u80fd\u591f<strong>\u4ece\u6bcf\u6b21\u4e92\u52a8\u4e2d\u5b66\u4e60<\/strong>\u3002\u8fd9\u5305\u62ec<strong>\u5c06\u7528\u6237\u6d88\u606f\u3001\u52a9\u624b\u54cd\u5e94\u548c\u73af\u5883\u53cd\u9988\u5b58\u50a8\u5e76\u6574\u5408\u8fdbLTM<\/strong>\uff0c\u4ee5\u4fbf\u5728\u9700\u8981\u7684\u65f6\u5019\u8fdb\u884c\u76f8\u5173\u4efb\u52a1\u7684\u67e5\u8be2\u3002<\/p>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<p>OpenAI<strong><\/strong>\u8fdb\u4e86ChatGPT\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4ece\u8fd9\u4e9b\u516c\u53f8\u7684\u89c6\u89d2\u770b\uff0c\u5b9e\u73b0\u5185\u5b58\u529f\u80fd\u6709\u4e24\u79cd\u65b9\u5f0f\uff1a\u4e00\u79cd\u662fLLM\u5fc5\u987b\u6709\u610f\u8bc6\u8c03\u7528\u7684\u4e3b\u52a8\u65b9\u5f0f\uff08\u5982ChatGPT\uff09\uff0c\u53e6\u4e00\u79cd\u662f\u81ea\u52a8\u878d\u5408\u4e3a\u80cc\u666f\u8fc7\u7a0b\u7684\u88ab\u52a8\u65b9\u5f0f\uff08\u5982TutorGPT\uff09\uff0c\u5b83\u4eec\u4e4b\u95f4\u5b58\u5728\u7740\u4e0d\u540c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u9009\u62e9\u65e5\u8bb0APP\uff1f<\/h2>\n<p>\u5f53\u8003\u8651\u4e00\u4e2a\u597d\u7684\u573a\u666f\u53bb\u5b9e\u73b0\u548c\u6d4b\u8bd5\u957f\u671f\u8bb0\u5fc6\u65f6\uff0c\u4e00\u4e2a\u65e5\u8bb0APP\u7acb\u5373\u8dc3\u5165\u6211\u4eec\u7684\u601d\u7eea\u3002\u4e3b\u8981\u7684\u539f\u56e0\u662f\uff0c\u6211\u4eec\u8ba4\u4e3a\u8fd9\u6b3eAPP\u6240\u5305\u542b\u7684\u4e92\u52a8\u4fe1\u606f\u4f1a\u6bd4\u5e38\u89c4\u804a\u5929\u5e94\u7528\u6709\u66f4\u591a\u7684\u76f8\u5173\u4fe1\u606f\u9700\u8981\u88ab\u8bb0\u4f4f\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4e0e\u666e\u901a\u7684\u804a\u5929\u5e94\u7528\u76f8\u6bd4\uff0c\u540e\u8005\u53ef\u80fd\u4f1a\u6709\u5f88\u591a\u4e0d\u9700\u8981\u8bb0\u5fc6\u7684\u65e5\u5e38\u5bd2\u6684 &#8211; &#8220;\u563f\uff01&#8221;\uff0c&#8221;\u4f60\u597d&#8221;\uff0c&#8221;\u6700\u8fd1\u600e\u4e48\u6837&#8221;\u7b49\u7b49\u3002\u800c\u5728\u65e5\u8bb0\u7c7b\u5e94\u7528\u4e2d\uff0c\u4f60\u66f4\u5bb9\u6613\u8fbe\u5230\u5206\u4eab\u771f\u5b9e\uff0c\u6709\u8da3\u7684\u60c5\u611f\u548c\u89c1\u89e3\u7684\u9636\u6bb5\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u5c3d\u7ba1\u5982\u6b64 &#8211; \u6211\u4eec\u8fd8\u662f\u5e0c\u671b\u5728\u8fd9\u6b3eAPP\u4e2d\u589e\u52a0\u4e00\u4e2a\u804a\u5929\u7ec4\u4ef6\u3002\u4e3b\u8981\u7684\u539f\u56e0\u662f\uff0c\u6211\u4eec\u60f3\u8981\u5c55\u793a\u51fa\u6211\u4eec\u7684\u5e94\u7528\u662f\u80fd\u591f\u5b66\u4e60\u548c\u8bb0\u5fc6\u7528\u6237\u4fe1\u606f\u7684\u3002\u8fd9\u6b3e\u5e94\u7528\u4f1a\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\u6765\u4e3a\u7528\u6237\u751f\u6210\u4e2a\u6027\u5316\u7684\u54cd\u5e94\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u770b\u5230\u8fd9\u6b3e\u5e94\u7528\u8bb0\u4f4f\u4e86\u6211\u662f\u610f\u5927\u5229\u7f8e\u98df\u7684\u7231\u597d\u8005\uff0c\u4e5f\u8bb0\u4f4f\u4e86\u6211\u953b\u70bc\u540e\u4f1a\u611f\u5230\u7cbe\u795e\u7115\u53d1\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20525'%3E%3C\/svg%3E\" title=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe\" alt=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2024\/03\/c157acb5c01a91f.png\" title=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe1\" alt=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe1\" \/> <\/p>\n<p>&nbsp;<\/p>\n<p>\u5728\u4f60\u6dfb\u52a0\u7b2c\u4e00\u7bc7\u65e5\u8bb0\u5e76\u4e0e\u6211\u4eec\u7684\u966a\u4f34\u8005\u5bf9\u8bdd\u540e\uff0c\u4f60\u4f1a\u5728\u5bfc\u822a\u680f\u770b\u5230\u4e00\u4e2a &#8220;Memories&#8221; \u6309\u94ae\u3002\u70b9\u51fb\u5b83\uff0c\u4f60\u5c31\u4f1a\u770b\u5230\u6211\u4eec\u4ece\u4f60\u7684\u65e5\u8bb0\u4e2d\u63d0\u53d6\u51fa\u7684\u6240\u6709\u4e3b\u8981\u8bb0\u5fc6\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20881'%3E%3C\/svg%3E\" title=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe2\" alt=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe2\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2024\/03\/541d9be7c753201.png\" title=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe3\" alt=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe3\" \/> <\/p>\n<p>&nbsp;<\/p>\n<p>\u4f60\u4f1a\u53d1\u73b0\u5217\u8868\u7b80\u6d01\u660e\u4e86\uff0c\u4fe1\u606f\u91cf\u5e76\u4e0d\u5927\u3002\u8fd9\u4e9b\u4ec5\u4ec5\u662f\u6211\u4eec\u63d0\u53d6\u7684\u6700\u91cd\u8981\u7684\u4e00\u4e9b\u57fa\u672c\u4fe1\u606f\u3002\u5176\u5b9e\u5728\u5e55\u540e\uff0c\u6211\u4eec\u4ece\u4f60\u7684\u65e5\u5fd7\u4e2d\u63d0\u53d6\u51fa\u4e86\u6bd4\u8fd9\u66f4\u591a\u7684\u4fe1\u606f\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u641c\u7d22\u67e5\u627e\u5b83\u4eec\uff01<\/p>\n<p>\u5728 &#8220;\u641c\u7d22\u8bb0\u5fc6&#8230;(Search memories&#8230;)&#8221; \u7684\u8f93\u5165\u6846\u4e2d\u5f00\u59cb\u8f93\u5165\uff0c\u4f60\u5c31\u80fd\u5b9e\u65f6\u5730\u770b\u5230LangFriend\u5b58\u50a8\u7684\u5173\u4e8e\u4f60\u7684\u5404\u79cd\u5404\u6837\u7684\u4fe1\u606f\uff1a<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20674'%3E%3C\/svg%3E\" title=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe4\" alt=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe4\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2024\/03\/95f83d9aed2a4c3.png\" title=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe5\" alt=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe5\" \/> <\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u81ea\u5b9a\u4e49<\/h2>\n<p>\u6211\u4eec\u671f\u671b\u8ba9 LangFriend \u5bf9\u6240\u6709\u7528\u6237\u90fd\u5177\u6709\u5438\u5f15\u529b\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5141\u8bb8\u7528\u6237\u8c03\u6574\u7cfb\u7edf\u6d88\u606f\uff0c\u8fd9\u4e9b\u6d88\u606f\u5c06\u4f5c\u4e3a\u548c\u6211\u4eec\u7684\u804a\u5929\u4f19\u4f34\u6240\u6709\u804a\u5929\u7684\u5f00\u59cb\u548c\u57fa\u8c03\u3002\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9ed8\u8ba4\u7684\u8bbe\u7f6e\uff0c\u7ecf\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\uff0c\u4ee5\u6ee1\u8db3\u5927\u591a\u6570\u7528\u6237\u7684\u9700\u6c42\u3002\u7136\u800c\uff0c\u5982\u679c\u4f60\u671f\u671b\u7684\u4e1c\u897f\u7a0d\u5fae\u4e0d\u540c\uff0c\u6216\u8005\u5b8c\u5168\u4e0d\u540c\uff0c\u4f60\u53ef\u4ee5\u6839\u636e\u4f60\u7684\u559c\u597d\u6539\u53d8\u4efb\u4f55\u90e8\u5206\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4f60\u53ef\u4ee5\u627e\u5230\u5e76\u66f4\u65b0\u7cfb\u7edf\u63d0\u793a\uff0c\u65b9\u6cd5\u662f\u8bbf\u95ee\u201c\u65e5\u5fd7\u201d\u9875\u9762\uff0c\u7136\u540e\u70b9\u51fb\u201c\u914d\u7f6e\u201d\u6309\u94ae\u3002\u5728\u8fd9\u91cc\uff0c\u4e00\u4e2a\u5305\u542b\u4f60\u7684\u7cfb\u7edf\u63d0\u793a\u7684\u5bf9\u8bdd\u6846\u5c06\u4f1a\u5f39\u51fa\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201070%20950'%3E%3C\/svg%3E\" title=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe6\" alt=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe6\" \/> <img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/www.aisharenet.com\/wp-content\/uploads\/2024\/03\/eafb7d7431c7245.png\" title=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe7\" alt=\"LangFriend\uff1a\u4e00\u6b3e\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u65e5\u8bb0\u63d2\u56fe7\" \/> <\/p>\n<p>&nbsp;<\/p>\n<p>\u4f60\u505a\u7684\u4efb\u4f55\u66f4\u6539\u90fd\u5c06\u5728\u5404\u4e2a\u4f1a\u8bdd\u4e4b\u95f4\u4fdd\u6301\uff0c\u6210\u4e3a\u4f60\u672a\u6765\u6240\u6709\u804a\u5929\u5bf9\u8bdd\u7684\u5f00\u59cb\uff01<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u7ed3\u8bba<\/h2>\n<p>LangFriend \u662f\u4e00\u4e2a\u4e00\u77a5\u672a\u6765\u7684\u7814\u7a76\u9884\u6f14\uff0c\u5c55\u793a\u4e86\u5c06\u957f\u671f\u8bb0\u5fc6\u5e76\u5165 LLM \u5e94\u7528\u7684\u5de8\u5927\u6f5c\u529b\u3002\u6211\u4eec\u901a\u8fc7\u4e13\u6ce8\u5f00\u53d1\u8bb0\u4e8b\u5e94\u7528\uff0c\u65e8\u5728\u83b7\u53d6\u6709\u610f\u4e49\u7684\u7528\u6237\u4fe1\u606f\uff0c\u4ee5\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u56de\u590d\u5e76\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002LangFriend \u51fa\u8272\u5730\u5c55\u793a\u4e86\u6211\u4eec\u5982\u4f55\u79ef\u6781\u5730\u5229\u7528\u8bb0\u5fc6\u6216\u4f5c\u4e3a\u80cc\u666f\u8fc7\u7a0b\u5e76\u5165\u5e94\u7528\uff0c\u521b\u5efa\u4ee4\u4eba\u7740\u8ff7\u548c\u9002\u5e94\u53d8\u5316\u7684\u4e92\u52a8\u4f53\u9a8c\u3002\u6211\u4eec\u70ed\u70c8\u9080\u8bf7\u793e\u533a\u53c2\u4e0e\u63a2\u7d22 LangFriend\uff0c\u63d0\u4f9b\u53cd\u9988\uff0c\u548c\u6211\u4eec\u4e00\u8d77\u63a8\u52a8 LLM \u5e94\u7528\u4e2d\u8bb0\u5fc6\u7684\u53ef\u80fd\u6027\uff0c\u6316\u6398\u751f\u6210\u6027AI\u7684\u6240\u6709\u6f5c\u529b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u5f3a\u5927\u3001\u66f4\u4e2a\u6027\u5316\u3001\u66f4\u6709\u4ef7\u503c\u7684\u4f53\u9a8c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u539f\u6587\uff1ahttps:\/\/blog.langchain.dev\/langfriend\/?t=ZMdNze4qQKvNzUMHPhQRfg &nbsp; 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MongoDB\u548cAnthropic\u4e00\u8d77\uff0c\u57282024\u5e744\u67086\u65e5\u4e3e\u529e\u4e00\u4e2a\u4e0e\u8bb0\u5fc6\u76f8\u5173\u7684\u9ed1\u5ba2\u9a6c\u62c9\u677e\u3002\u60a8\u53ef\u4ee5\u5728[]\u62a5\u540d\u53c2\u4e0e\u3002 &nbsp; \u6211\u4eec\u5bf9LLM\u7cfb\u7edf\u4e2d\u8bb0\u5fc6\u8fd9\u4e2a\u90e8\u5206\u5bc4\u4e88\u539a\u671b\u3002\u751f\u6210AI\u7684\u5927\u90e8\u5206\u80fd\u91cf\u6765\u81ea\u4e8e\u5176\u80fd\u591f\u968f\u65f6\u751f\u6210\u72ec\u7279\u5185\u5bb9\u7684\u80fd\u529b\uff0c\u8fd9\u5bf9\u4e8e\u5b9a\u5236\u7528\u6237\u4f53\u9a8c\u6765\u8bf4\u975e\u5e38\u5f3a\u5927\u3002\u8fd9\u4e0d\u4ec5\u53ef\u4ee5\u901a\u8fc7\u83b7\u53d6\u5df2\u6709\u7684\u6709\u5173\u7528\u6237\u4fe1\u606f\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8bb0\u4f4f\u4e4b\u524d\u4e0e\u7528\u6237\u7684\u4ea4\u4e92\u5e76\u4ece\u4e2d\u5b66\u4e60\u6765\u5b9e\u73b0\u3002 &nbsp; 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\u5728\u63a2\u7d22\u8bb0\u5fc6\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u8ba4\u4e3a\u7ed3\u5408\u4e00\u4e2a\u5177\u4f53\u7684\u7528\u4f8b\u4f8b\u5b50\uff0c\u4f1a\u5bf9\u6211\u4eec\u7684\u5de5\u4f5c\u8d77\u5230\u5f88\u597d\u7684\u6fc0\u52b1\u548c\u5f15\u5bfc\u4f5c\u7528\u3002\u4e8e\u662f\u6211\u4eec\u9009\u62e9\u4e86\u521b\u5efa\u4e00\u4e2a\u65e5\u8bb0\u5e94\u7528\u3002\u6211\u4eec\u5c06\u8fd9\u4e2a\u5e94\u7528\u547d\u540d\u4e3a&#8221;LangFriend&#8221;\uff0c\u5e76\u5728\u4eca\u5929\u5411\u516c\u4f17\u5f00\u653e\u4f7f\u7528\u3002\u867d\u7136\u73b0\u5728\u8fd9\u53ea\u662f\u4e00\u4e2a\u5c0f\u5c0f\u7684\u7814\u7a76\u9884\u89c8\u7248\u672c\uff0c\u4f46\u6211\u4eec\u5e0c\u671b\u6536\u96c6\u5230\u793e\u533a\u7684\u53cd\u9988\uff0c\u4e86\u89e3\u54ea\u4e9b\u5730\u65b9\u505a\u7684\u597d\uff0c\u54ea\u4e9b\u5730\u65b9\u8fd8\u9700\u8981\u6539\u8fdb\uff0c\u4e4b\u540e\u518d\u5c06\u5176\u5f00\u6e90\u3002 &nbsp; \u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u4f1a\u8c08\u8bba\u5173\u4e8e\u8bb0\u5fc6\u7684\u4e00\u4e9b\u5b66\u672f\u7814\u7a76\uff0c\u5176\u4ed6\u4e00\u4e9b\u516c\u53f8\u5728\u76f8\u5173\u9886\u57df\u505a\u7684\u6709\u8da3\u7684\u4e8b\u60c5\uff0c\u4ee5\u53ca\u6211\u4eec\u4e3a\u4ec0\u4e48\u9009\u62e9\u4e13\u6ce8\u4e8e\u5f00\u53d1\u65e5\u8bb0\u5e94\u7528\u3002\u6211\u4eec\u968f\u540e\u4f1a\u6df1\u5ea6\u6d1e\u5bdf\u8fd9\u4e2a\u65e5\u8bb0\u5e94\u7528\uff0c\u5c55\u793a\u5176\u529f\u80fd\u3002\u5982\u679c\u60a8\u6709\u5174\u8da3\u4e0e\u6211\u4eec\u4e00\u8d77\u63a2\u7d22\u8bb0\u5fc6\uff0c\u6b22\u8fce\u4e0e\u6211\u4eec\u53d6\u5f97\u8054\u7cfb\u3002 &nbsp; &nbsp; \u5b66\u672f\u7814\u7a76 \u5728\u6211\u4eec\u4ece\u4e8b\u8bb0\u5fc6\u7814\u7a76\u7684\u8fc7\u7a0b\u4e2d\uff0c\u627e\u5230\u4e86\u4e24\u7bc7\u5bf9\u6211\u4eec\u5de5\u4f5c\u975e\u5e38\u6709\u542f\u53d1\u7684\u5b66\u672f\u8bba\u6587\u3002 \u9996\u5148\u662f\u4e00\u7bc7\u6765\u81ea\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u7684\u7814\u7a76\u8005\u4eec\u7684[]\u3002\u8fd9\u7bc7\u8bba\u6587\u7684\u5173\u952e\u7406\u5ff5\u662f\uff0c\u4ed6\u4eec\u8ba9LLM\u5177\u5907\u4e86\u6267\u884c\u51e0\u4e2a\u529f\u80fd\u7684\u80fd\u529b\uff0c\u5982\u8bb0\u4f4f\u4e00\u4e9b\u5177\u4f53\u7684\u4e8b\u5b9e\uff0c\u56de\u987e\u76f8\u5173\u7684\u4e8b\u9879\u7b49\u7b49\u3002 &nbsp; \u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u5df2\u7ecf\u5f7b\u5e95\u5730\u9769\u65b0\u4e86AI\uff0c\u4f46\u662f\uff0c\u53d7\u9650\u4e8e\u6709\u9650\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u963b\u788d\u4e86AI\u5728\u50cf\u5197\u957f\u7684\u5bf9\u8bdd\u548c\u6587\u6863\u5206\u6790\u7b49\u4efb\u52a1\u4e2d\u7684\u5b9e\u7528\u6027\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u53eb\u505a\u865a\u62df\u4e0a\u4e0b\u6587\u7ba1\u7406\u7684\u6280\u672f\uff0c\u7075\u611f\u6e90\u4e8e\u4f20\u7edf\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u7684\u5206\u5c42\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u5229\u7528\u5728\u7269\u7406\u8bb0\u5fc6\u548c\u78c1\u76d8\u4e4b\u95f4\u8fdb\u884c\u8c03\u5ea6\u7684\u65b9\u5f0f\uff0c\u5b9e\u73b0\u4e86\u65e0\u9650\u6269\u5c55\u7684\u865a\u62df\u8bb0\u5fc6\u7684\u6548\u679c\u3002\u5229\u7528\u8fd9\u79cd\u6280\u672f\uff0c\u6211\u4eec\u5f00\u53d1\u51fa\u4e86MemGPT\uff08\u8bb0\u5fc6GPT\uff09\uff0c\u8fd9\u662f\u4e00\u79cd\u80fd\u6709\u6548\u5730\u63d0\u4f9bLLM\u6709\u9650\u4e0a\u4e0b\u6587\u7a97\u53e3\u5185\u6269\u5c55\u4e0a\u4e0b\u6587\u7684\u5b58\u50a8\u5c42\u7ba1\u7406\u7cfb\u7edf\u3002 &nbsp; \u53e6\u4e00\u7bc7\u662f\u6765\u81ea\u65af\u5766\u798f\u5927\u5b66\u7814\u7a76\u8005\u4eec\u7684[]\u3002\u8fd9\u7bc7\u8bba\u6587\u7684\u5173\u952e\u7406\u5ff5\u662f\uff0c\u4ed6\u4eec\u901a\u8fc7\u53cd\u601d\u8fc7\u5f80\u7684\u7ecf\u9a8c\u5f62\u6210\u8bb0\u5fc6\uff0c\u7136\u540e\u5c06\u8bb0\u5fc6\u5b58\u50a8\u5e76\u4ee5\u7f16\u7a0b\u65b9\u5f0f\u8fdb\u884c\u68c0\u7d22\u3002 &nbsp; \u6211\u4eec\u901a\u8fc7\u5b9e\u8bc1\u7814\u7a76\u8bc1\u660e\u4e86\u6211\u4eec\u7684\u4ee3\u7406\u67b6\u6784\u7ecf\u8fc7\u89c2\u5bdf\u3001\u8ba1\u5212\u3001\u53cd\u601d\u7b49\u5404\u4e2a\u73af\u8282\u7684\u5de5\u4f5c\uff0c\u6bcf\u4e2a\u90e8\u5206\u90fd\u5bf9\u751f\u6210\u4ee3\u7406\u7684\u884c\u4e3a\u7684\u51c6\u786e\u6027\u4ea7\u751f\u4e86\u91cd\u8981\u7684\u5f71\u54cd\u3002\u901a\u8fc7\u5c06\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e0e\u8ba1\u7b97\u4ea4\u4e92\u4ee3\u7406\u878d\u5408\uff0c\u6211\u4eec\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\u5f15\u5165\u4e86\u751f\u6210\u51c6\u786e\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a\u7684\u67b6\u6784\u548c\u4ea4\u4e92\u6a21\u5f0f\u3002 &nbsp; \u8fd9\u4e24\u7bc7\u8bba\u6587\u4e2d\u4e00\u4e2a\u6709\u8da3\u7684\u533a\u522b\u662fLLM\u4e3b\u52a8\u4f7f\u7528\u8bb0\u5fc6\u7684\u7a0b\u5ea6\u4e0e\u5b83\u66f4\u591a\u5730\u4f5c\u4e3a\u4e00\u4e2a\u540e\u53f0\u8fc7\u7a0b\u6765\u8fdb\u884c\u7684\u7a0b\u5ea6\u3002MemGPT\u8feb\u4f7fLLM\u4f7f\u7528\u8bb0\u5fc6\u529f\u80fd\uff0c\u800c\u751f\u6210\u4ee3\u7406\u5219\u66f4\u50cf\u80cc\u666f\u8fdb\u7a0b\u3002 &nbsp; &nbsp; \u516c\u53f8 \u6709\u51e0\u5bb6\u516c\u53f8\u5728\u5185\u5b58\u6280\u672f\u9886\u57df\u6709\u7740\u6770\u51fa\u7684\u8868\u73b0\u3002 Plastic Labs \u662f\u4e00\u5bb6\u4e13\u6ce8\u4e8e\u5f00\u53d1\u8bf8\u5982[]\u7684\u521b\u65b0\u9879\u76ee\u7684\u521d\u521b\u516c\u53f8\u3002 &nbsp; LangChain LLM\u5e94\u7528\u3002\u8fd9\u662f\u4e00\u4e2a\u9488\u5bf9\u7406\u8bba\u601d\u7ef4\u8f85\u5bfc\u7684\u52a8\u6001\u5143\u63d0\u793a\u529f\u80fd\u3002 &nbsp; [ Good AI] \u5219\u662f\u4e00\u5bb6\u65b0\u8fd1\u5f00\u6e90\u4e86\u4e00\u4e2a\u5177\u5907\u957f\u671f\u8bb0\u5fc6\u529f\u80fd\u7684\u804a\u5929\u52a9\u624b\u7684\u521d\u521b\u516c\u53f8\u3002 \u4e4d\u4e00\u770b\uff0cCharlie\u53ef\u80fd\u4e0e\u73b0\u6709\u7684LLM\u4ee3\u7406\u5982ChatGPT\uff0cClaude\u548cGemini\u76f8\u4f3c\u3002\u7136\u800c\uff0c\u5176\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5176\u5f15\u5165\u4e86LTM\u7684\u5b9e\u73b0\uff0c\u8ba9\u5b83\u80fd\u591f\u4ece\u6bcf\u6b21\u4e92\u52a8\u4e2d\u5b66\u4e60\u3002\u8fd9\u5305\u62ec\u5c06\u7528\u6237\u6d88\u606f\u3001\u52a9\u624b\u54cd\u5e94\u548c\u73af\u5883\u53cd\u9988\u5b58\u50a8\u5e76\u6574\u5408\u8fdbLTM\uff0c\u4ee5\u4fbf\u5728\u9700\u8981\u7684\u65f6\u5019\u8fdb\u884c\u76f8\u5173\u4efb\u52a1\u7684\u67e5\u8be2\u3002 &nbsp; OpenAI\u8fdb\u4e86ChatGPT\u3002 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