{"id":50205,"date":"2023-09-28T23:56:40","date_gmt":"2023-02-07T00:38:23","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%94%a8%e4%ba%8e%e7%94%9f%e6%88%90ai%e5%ba%94%e7%94%a8%e7%9a%84%e5%90%91%e9%87%8f%e6%90%9c%e7%b4%a2%e3%80%91%e7%ac%ac5%e6%ad%a5-%e5%ae%9e%e6%96%bdrag-ai%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f\/"},"modified":"2024-05-04T01:59:31","modified_gmt":"2024-05-03T17:59:31","slug":"%e3%80%90%e7%94%a8%e4%ba%8e%e7%94%9f%e6%88%90ai%e5%ba%94%e7%94%a8%e7%9a%84%e5%90%91%e9%87%8f%e6%90%9c%e7%b4%a2%e3%80%91%e7%ac%ac5%e6%ad%a5-%e5%ae%9e%e6%96%bdrag-ai%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%94%a8%e4%ba%8e%e7%94%9f%e6%88%90ai%e5%ba%94%e7%94%a8%e7%9a%84%e5%90%91%e9%87%8f%e6%90%9c%e7%b4%a2%e3%80%91%e7%ac%ac5%e6%ad%a5-%e5%ae%9e%e6%96%bdrag-ai%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f\/","title":{"rendered":"\u3010\u7528\u4e8e\u751f\u6210AI\u5e94\u7528\u7684\u5411\u91cf\u641c\u7d22\u3011\u7b2c5\u6b65 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AI\u5e94\u7528\u7a0b\u5e8f\u6765\u5b9e\u73b0\u301c\u521b\u5efa\u77e5\u8bc6\u5e93\u3002<\/h1>\n<p>\u6211\u4eec\u4ecb\u7ecd\u4e86\u4f7f\u7528\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u6784\u5efa\u751f\u6210AI\u5e94\u7528\u7a0b\u5e8f\u7684\u57fa\u672c\u6d41\u7a0b\uff08\u56fe3\uff09\u548c\u67b6\u6784\u56fe\uff08\u56fe3.1\uff09\u3002\u5728\u8fd9\u91cc\uff0c\u8ba9\u6211\u4eec\u8fdb\u4e00\u6b65\u8be6\u7ec6\u4e86\u89e3\u5b83\u4eec\u3002<br \/>\n\u8981\u6784\u5efaRAG\u7cfb\u7edf\uff0c\u9700\u8981\u4ee5\u4e0b\u4e24\u4e2a\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306e\u4f5c\u6210<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306e\u5b9f\u884c<\/ul>\n<p>\u6211\u4eec\u5c06\u5206\u522b\u8ba8\u8bba\u4ee5\u4e0b\u4e8b\u9879\u3002<\/p>\n<h2>\u521b\u5efa\u77e5\u8bc6\u5e93<\/h2>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u6765\u770bRAG\u5e94\u7528\u7a0b\u5e8f\u8bbf\u95ee\u7684\u77e5\u8bc6\u5e93\u6784\u5efa\uff0c\u8be5\u77e5\u8bc6\u5e93\u7531\u5d4c\u5165\u6570\u636e\u7ec4\u6210\u3002\u8fd9\u4e2a\u5de5\u4f5c\u6d41\u7a0b\u5305\u542b\u591a\u4e2a\u6b65\u9aa4\uff0c\u5176\u6982\u8ff0\u5982\u56fe4\u6240\u793a\u3002<\/p>\n<h4>\u5c06\u6570\u636e\u96c6\u8f6c\u5316\u4e3a\u5411\u91cf\u5b58\u50a8\u7684\u5de5\u4f5c\u6d41\u7a0b\uff08Workflow\uff09\u3002<\/h4>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9017913a08637a6daeb7\/14-0.png\" alt=\"image.png\" \/><\/div>\n<h3>1. \u4e13\u6709\u6570\u636e\u7684\u8bc6\u522b<\/h3>\n<p>\u9996\u5148\uff0c\u6839\u636e\u6784\u5efa\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u4e0d\u540c\uff0c\u521d\u59cb\u6b65\u9aa4\u4f1a\u6709\u6240\u4e0d\u540c\u3002\u9996\u5148\uff0c\u9700\u8981\u8003\u8651\u5e94\u7528\u7a0b\u5e8f\u53ef\u80fd\u4f7f\u7528\u7684\u6570\u636e\u96c6\uff0c\u8fd9\u65f6\u9700\u8981\u8003\u8651\u6570\u636e\u6e90\u63d0\u4f9b\u4e86\u54ea\u4e9b\u5177\u4f53\u4fe1\u606f\uff1f\u662f\u5426\u6709\u53ef\u4ee5\u7528\u4e8e\u5d4c\u5165\u7684\u516c\u5f00\u6570\u636e\u96c6\uff1f<\/p>\n<p>\u5728\u516c\u5f00\u6570\u636e\u96c6\u4e2d\u53ef\u80fd\u5305\u542b\u6bd4\u5efa\u7acbLLM\u6a21\u578b\u65f6\u4f7f\u7528\u7684\u6570\u636e\u96c6\u66f4\u65b0\u7684\u6570\u636e\uff0c\u56e0\u6b64\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u8fd9\u4e9b\u65b0\u6570\u636e\u96c6\u3002\u4f8b\u5982\uff0c\u6700\u8fd1\u7684\u65b0\u95fb\u6587\u7ae0\u6216\u6700\u65b0\u7684\u5f00\u53d1\u8005\u6587\u6863\u7b49\u3002<\/p>\n<h3>2. 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