{"id":92160,"date":"2026-08-09T14:24:54","date_gmt":"2026-08-09T06:24:54","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/92160.html"},"modified":"2026-08-09T14:24:54","modified_gmt":"2026-08-09T06:24:54","slug":"%e4%bb%8e-rag-%e5%88%b0-llm-wiki%ef%bc%9aagent-%e8%ae%b0%e5%bf%86%e7%9a%84%e4%b8%8b%e4%b8%80%e6%ad%a5%ef%bc%8c%e4%b9%9f%e8%ae%b8%e6%98%af%e4%bd%a0%e7%9a%84%e7%9f%a5%e8%af%86%e5%ba%93","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/92160.html","title":{"rendered":"\u4ece RAG \u5230 LLM Wiki\uff1aAgent \u8bb0\u5fc6\u7684\u4e0b\u4e00\u6b65\uff0c\u4e5f\u8bb8\u662f\u4f60\u7684\u77e5\u8bc6\u5e93"},"content":{"rendered":"<h2>\u4ece RAG \u5230 LLM Wiki&#xff1a;Agent \u8bb0\u5fc6\u7684\u4e0b\u4e00\u6b65&#xff0c;\u4e5f\u8bb8\u662f\u4f60\u7684\u77e5\u8bc6\u5e93<\/h2>\n<p>\u6700\u8fd1\u5728\u5b66\u4e60 Agent \u7684\u8bb0\u5fc6\u673a\u5236&#xff0c;\u53d1\u73b0\u4e00\u4e2a\u6709\u610f\u601d\u7684\u95ee\u9898&#xff1a;Agent 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\/>\n<h3>\u4e8c\u3001RAG&#xff1a;\u6700\u5e38\u7528\u7684\u300c\u5916\u6302\u8bb0\u5fc6\u300d<\/h3>\n<p>RAG&#xff08;Retrieval-Augmented Generation&#xff0c;\u68c0\u7d22\u589e\u5f3a\u751f\u6210&#xff09;\u662f\u76ee\u524d\u6700\u5e38\u89c1\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4e00\u53e5\u8bdd\u6982\u62ec&#xff1a;\u7ed9 AI \u88c5\u4e00\u4e2a\u5916\u90e8\u641c\u7d22\u5f15\u64ce&#xff0c;\u8ba9\u5b83\u5728\u56de\u7b54\u95ee\u9898\u524d\u5148\u53bb\u77e5\u8bc6\u5e93\u91cc\u627e\u76f8\u5173\u5185\u5bb9\u3002<\/p>\n<p>\u5de5\u4f5c\u6d41\u7a0b\u5f88\u7b80\u5355&#xff1a;<\/p>\n<p>\u7528\u6237\u63d0\u95ee<br \/>\n    \u2502<br \/>\n    \u25bc<br \/>\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502 \u5411\u91cf\u68c0\u7d22      \u2502  \u2190 \u628a\u95ee\u9898\u8f6c\u6210\u5411\u91cf&#xff0c;\u5728\u6587\u6863\u5e93\u91cc\u627e\u6700\u76f8\u4f3c\u7684\u5185\u5bb9<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<br \/>\n       \u2502<br \/>\n       \u25bc<br \/>\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502 \u4e0a\u4e0b\u6587\u589e\u5f3a    \u2502  \u2190 \u628a\u627e\u5230\u7684\u5185\u5bb9\u585e\u8fdb\u63d0\u793a\u8bcd<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<br \/>\n       \u2502<br \/>\n       \u25bc<br \/>\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n\u2502 \u751f\u6210\u56de\u7b54      \u2502  \u2190 \u57fa\u4e8e\u68c0\u7d22\u5230\u7684\u5185\u5bb9\u751f\u6210\u7b54\u6848<br \/>\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<p>\u8865\u5145\u8bf4\u660e&#xff1a;\u300c\u5411\u91cf\u68c0\u7d22\u300d\u662f\u628a\u6587\u672c\u8f6c\u6210\u4e00\u7ec4\u6570\u5b57&#xff08;\u5411\u91cf&#xff09;&#xff0c;\u7136\u540e\u901a\u8fc7\u8ba1\u7b97\u5411\u91cf\u4e4b\u95f4\u7684\u8ddd\u79bb\u6765\u627e\u8bed\u4e49\u4e0a\u6700\u76f8\u4f3c\u7684\u5185\u5bb9\u3002\u5c31\u50cf\u7ed9\u6bcf\u7bc7\u6587\u7ae0\u6253\u4e0a\u4e00\u4e2a\u300c\u8bed\u4e49\u5750\u6807\u300d&#xff0c;\u627e\u5185\u5bb9\u53d8\u6210\u4e86\u627e\u6700\u8fd1\u7684\u90bb\u5c45\u3002<\/p>\n<p>RAG \u7684\u4f18\u52bf\u5f88\u660e\u663e&#xff1a;\u652f\u6301\u5927\u89c4\u6a21\u6587\u6863\u5e93&#xff08;\u767e\u4e07\u7ea7&#xff09;\u3001\u53ef\u4ee5\u5b9e\u65f6\u66f4\u65b0\u77e5\u8bc6\u3001\u751f\u6210\u7ed3\u679c\u6709\u4e8b\u5b9e\u4f9d\u636e\u3002\u6211\u5728\u4e4b\u524d\u7684 Dify-RAG 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class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u662f<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/p>\n<p>\u5426<\/p>\n<p><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"edgeLabel\"><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u5b9a\u671f\u626b\u63cf\u77e5\u8bc6\u5e93<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6709\u77db\u76fe?<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6807\u8bb0\u51b2\u7a81<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u6709\u77e5\u8bc6\u7f3a\u53e3?<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u4e3b\u52a8\u68c0\u7d22\u8865\u5145<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u7ee7\u7eed\u76d1\u63a7<\/p>\n<p><\/span><span class=\"nodeLabel\"><\/p>\n<p>\u751f\u6210\u66f4\u65b0\u5efa\u8bae<\/p>\n<p><\/span><span 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