{"id":22067,"date":"2024-09-10T11:10:53","date_gmt":"2024-09-10T03:10:53","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=22067"},"modified":"2024-09-10T11:10:53","modified_gmt":"2024-09-10T03:10:53","slug":"%e4%bb%80%e4%b9%88%e6%98%af-rag%ef%bc%9f%e5%ae%83%e5%a6%82%e4%bd%95%e5%b7%a5%e4%bd%9c%ef%bc%9f%e4%bb%a5%e5%8f%8a%e5%ae%83%e5%9c%a8%e5%ae%9e%e9%99%85%e5%9c%ba%e6%99%af%e4%b8%ad%e7%9a%84%e5%ba%94","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/09\/10\/22067\/","title":{"rendered":"\u4ec0\u4e48\u662f RAG\uff1f\u5b83\u5982\u4f55\u5de5\u4f5c\uff1f\u4ee5\u53ca\u5b83\u5728\u5b9e\u9645\u573a\u666f\u4e2d\u7684\u5e94\u7528\u6709\u54ea\u4e9b\uff1f"},"content":{"rendered":"<div><img data-dominant-color=\"0377a9\" data-has-transparency=\"false\" style=\"--dominant-color: #0377a9;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-22069\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/09\/QQ\u56fe\u724720240910110807-1.png\" width=\"169\" height=\"96\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/09\/QQ\u56fe\u724720240910110807-1.png 169w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/09\/QQ\u56fe\u724720240910110807-1-150x85.png 150w\" sizes=\"auto, (max-width: 169px) 100vw, 169px\" \/><\/div>\n<div class=\"article-desc\">RAG\uff0c\u5168\u79f0\u4e3a Retrieval-Augmented Generation\uff0c\u76f4\u8bd1\u4e3a\u300c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u300d\u3002\u7b80\u5355\u6765\u8bf4\uff0cRAG\u662f\u4e00\u79cd\u7ed3\u5408\u4e86\u68c0\u7d22\u548c\u751f\u6210\u7684\u6280\u672f\u65b9\u6cd5\u3002\u5b83\u5c06\u4f20\u7edf\u7684\u57fa\u4e8e\u68c0\u7d22\u7684\u95ee\u7b54\u7cfb\u7edf\u548c\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u751f\u6210\u7684\u6280\u672f\u76f8\u7ed3\u5408\uff0c\u63d0\u5347\u4e86 AI 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RAG\uff1f\u5b83\u5982\u4f55\u5de5\u4f5c\uff1f\u4ee5\u53ca\u5b83\u5728\u5b9e\u9645\u573a\u666f\u4e2d\u7684\u5e94\u7528\u6709\u54ea\u4e9b\uff1f\u672c\u6587\u5c06\u4e3a\u4f60\u8be6\u7ec6\u89e3\u7b54\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n<h4>\u4e00\u3001RAG \u7684\u5b9a\u4e49<\/h4>\n<p>RAG\uff0c\u5168\u79f0\u4e3a Retrieval-Augmented Generation\uff0c\u76f4\u8bd1\u4e3a\u300c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u300d\u3002\u7b80\u5355\u6765\u8bf4\uff0cRAG\u662f\u4e00\u79cd\u7ed3\u5408\u4e86\u68c0\u7d22\u548c\u751f\u6210\u7684\u6280\u672f\u65b9\u6cd5\u3002\u5b83\u5c06\u4f20\u7edf\u7684\u57fa\u4e8e\u68c0\u7d22\u7684\u95ee\u7b54\u7cfb\u7edf\u548c\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u751f\u6210\u7684\u6280\u672f\u76f8\u7ed3\u5408\uff0c\u63d0\u5347\u4e86 AI \u7cfb\u7edf\u5728\u56de\u7b54\u81ea\u7136\u8bed\u8a00\u95ee\u9898\u65f6\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n<p>\u4f20\u7edf\u7684\u751f\u6210\u6a21\u578b\u4f9d\u8d56\u4e8e\u5927\u91cf\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u901a\u8fc7\u5b66\u4e60\u8fd9\u4e9b\u6570\u636e\u6765\u751f\u6210\u56de\u7b54\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u65b9\u6cd5\u6709\u4e00\u4e2a\u660e\u663e\u7684\u5c40\u9650\u6027\uff1a\u5927\u6a21\u578b\u5728\u9762\u5bf9\u4ece\u672a\u89c1\u8fc7\u7684\u95ee\u9898\u6216\u65b0\u5174\u9886\u57df\u7684\u77e5\u8bc6\u65f6\uff0c\u4f1a\u4ea7\u751f\u4e0d\u51c6\u786e\u6216\u4e0d\u5408\u903b\u8f91\u7684\u56de\u7b54\u3002<\/p>\n<p>\u800c RAG 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decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202409\/10\/83fb9f672e0e22f295d9050509171088a872dd.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<h4>\u4e09\u3001RAG \u7684\u5e94\u7528\u573a\u666f<\/h4>\n<p>RAG \u6280\u672f\u7684\u51fa\u73b0\uff0c\u4f7f\u5f97\u8bb8\u591a\u4f20\u7edf\u7684 NLP \u4efb\u52a1\u5f97\u5230\u4e86\u5168\u65b0\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4ee5\u4e0b\u662f\u51e0\u4e2a RAG \u6280\u672f\u7684\u5178\u578b\u5e94\u7528\u573a\u666f\uff1a<\/p>\n<p><strong>\u667a\u80fd\u95ee\u7b54<\/strong>\uff1a\u5728\u5ba2\u670d\u3001\u6559\u80b2\u3001\u533b\u7597\u3001\u4f01\u4e1a\u5185\u90e8\u77e5\u8bc6\u5e93\u7b49\u9886\u57df\uff0cRAG 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