{"id":14949,"date":"2024-11-25T18:54:28","date_gmt":"2024-11-25T10:54:28","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14949"},"modified":"2024-12-08T19:01:58","modified_gmt":"2024-12-08T11:01:58","slug":"aigongchengxueyuan21-5","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/aigongchengxueyuan21-5\/","title":{"rendered":"AI\u5de5\u7a0b\u5b66\u9662\uff1a2.13RAG-Fusion\uff08\u591aRAG\u878d\u5408\uff09\uff1a\u589e\u5f3a \u578b\u68c0\u7d22\u589e\u5f3a\u751f\u6210"},"content":{"rendered":"

\"\"<\/h2>\n

<\/h2>\n

\u4ecb\u7ecd<\/h2>\n

RAG-Fusion \u662f\u4e00\u79cd\u5148\u8fdb\u7684\u4fe1\u606f\u68c0\u7d22\u548c\u6587\u672c\u751f\u6210\u65b9\u6cd5\uff0c\u5efa\u7acb\u5728\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u7684\u57fa\u7840\u4e0a\u3002\u8be5\u9879\u76ee\u5b9e\u73b0\u4e86 RAG-Fusion\uff0c\u4ee5\u63d0\u4f9b\u66f4\u51c6\u786e\u3001\u66f4\u5177\u4e0a\u4e0b\u6587\u76f8\u5173\u6027\u4e14\u66f4\u5168\u9762\u7684\u7528\u6237\u67e5\u8be2\u54cd\u5e94\u3002<\/p>\n

https:\/\/github.com\/adithya-s-k\/AI-Engineering.academy\/tree\/main\/RAG\/08_RAG_Fusion<\/p>\n

 <\/p>\n

\u52a8\u673a<\/h3>\n

\u4f20\u7edf\u7684 RAG<\/a> \u7cfb\u7edf\u867d\u7136\u6709\u6548\uff0c\u4f46\u7ecf\u5e38\u9762\u4e34\u96be\u4ee5\u6355\u6349\u7528\u6237\u5b8c\u6574\u610f\u56fe\u548c\u68c0\u7d22\u6700\u76f8\u5173\u4fe1\u606f\u7684\u5c40\u9650\u6027\u3002RAG-Fusion \u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff1a<\/p>\n

    \n
  1. \u751f\u6210\u591a\u4e2a\u67e5\u8be2\uff0c\u4ee5\u6355\u6349\u7528\u6237\u610f\u56fe\u7684\u4e0d\u540c\u4fa7\u9762\u3002<\/li>\n
  2. \u4f7f\u7528\u5148\u8fdb\u7684\u91cd\u6392\u5e8f\u6280\u672f\u63d0\u9ad8\u68c0\u7d22\u51c6\u786e\u6027\u3002<\/li>\n
  3. \u4e3a\u8bed\u8a00\u6a21\u578b\u63d0\u4f9b\u66f4\u7ec6\u81f4\u7684\u4e0a\u4e0b\u6587\uff0c\u4ee5\u751f\u6210\u66f4\u5177\u76f8\u5173\u6027\u7684\u54cd\u5e94\u3002<\/li>\n<\/ol>\n

    \u65b9\u6cd5\u8be6\u60c5<\/h3>\n

    \u6587\u6863\u9884\u5904\u7406\u548c\u5411\u91cf\u5b58\u50a8\u521b\u5efa<\/h4>\n
      \n
    1. \u6587\u672c\u62c6\u5206<\/strong>\uff1a\u5c06\u6587\u6863\u5206\u6210\u53ef\u7ba1\u7406\u7684\u5c0f\u5757\u3002<\/li>\n
    2. \u5d4c\u5165\u5411\u91cf\u751f\u6210<\/strong>\uff1a\u4f7f\u7528\u9884\u8bad\u7ec3\u5d4c\u5165\u6a21\u578b\u5c06\u6bcf\u4e2a\u5c0f\u5757\u8f6c\u6362\u4e3a\u5411\u91cf\u8868\u793a\u3002<\/li>\n
    3. \u7d22\u5f15<\/strong>\uff1a\u5c06\u5d4c\u5165\u5411\u91cf\u5b58\u50a8\u5230\u5411\u91cf\u6570\u636e\u5e93\u4e2d\uff0c\u4ee5\u5b9e\u73b0\u9ad8\u6548\u68c0\u7d22\u3002<\/li>\n<\/ol>\n

      \u68c0\u7d22\u589e\u5f3a\u751f\u6210\u5de5\u4f5c\u6d41\u7a0b<\/h4>\n
        \n
      1. \u67e5\u8be2\u6269\u5c55<\/strong>\uff1a\u4f7f\u7528\u8bed\u8a00\u6a21\u578b\u5c06\u7528\u6237\u539f\u59cb\u67e5\u8be2\u6269\u5c55\u4e3a\u591a\u4e2a\u76f8\u5173\u67e5\u8be2\u3002<\/li>\n
      2. \u591a\u67e5\u8be2\u5d4c\u5165<\/strong>\uff1a\u5c06\u6240\u6709\u67e5\u8be2\uff08\u539f\u59cb\u67e5\u8be2\u548c\u751f\u6210\u7684\u67e5\u8be2\uff09\u8f6c\u6362\u4e3a\u5d4c\u5165\u5411\u91cf\u3002<\/li>\n
      3. \u5411\u91cf\u641c\u7d22<\/strong>\uff1a\u4f7f\u7528\u6bcf\u4e2a\u67e5\u8be2\u5d4c\u5165\u4ece\u5411\u91cf\u6570\u636e\u5e93\u4e2d\u68c0\u7d22\u76f8\u5173\u6587\u6863\u5757\u3002<\/li>\n
      4. \u4e92\u60e0\u6392\u540d\u878d\u5408\uff08RRF\uff09<\/strong>\uff1a\u901a\u8fc7 RRF \u7b97\u6cd5\u7ec4\u5408\u591a\u4e2a\u67e5\u8be2\u7684\u7ed3\u679c\u5e76\u8fdb\u884c\u91cd\u6392\u5e8f\u3002<\/li>\n
      5. \u4e0a\u4e0b\u6587\u5f62\u6210<\/strong>\uff1a\u539f\u59cb\u67e5\u8be2\u3001\u751f\u6210\u7684\u67e5\u8be2\u548c\u91cd\u6392\u5e8f\u7ed3\u679c\u5171\u540c\u5f62\u6210\u4e0a\u4e0b\u6587\u3002<\/li>\n
      6. \u54cd\u5e94\u751f\u6210<\/strong>\uff1a\u57fa\u4e8e\u4e30\u5bcc\u4e0a\u4e0b\u6587\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u751f\u6210\u6700\u7ec8\u54cd\u5e94\u3002<\/li>\n<\/ol>\n

        RAG-Fusion \u7684\u5173\u952e\u7279\u5f81<\/h3>\n
          \n
        • \u591a\u67e5\u8be2\u751f\u6210\uff0c\u4ee5\u5168\u9762\u6355\u6349\u7528\u6237\u610f\u56fe\u3002<\/li>\n
        • \u4e92\u60e0\u6392\u540d\u878d\u5408\uff08RRF\uff09\u63d0\u9ad8\u7ed3\u679c\u76f8\u5173\u6027\u3002<\/li>\n
        • \u96c6\u6210\u591a\u79cd\u4fe1\u606f\u68c0\u7d22\u6280\u672f\u3002<\/li>\n
        • \u7075\u6d3b\u67b6\u6784\uff0c\u652f\u6301\u5404\u79cd\u5d4c\u5165\u6a21\u578b\u548c\u8bed\u8a00\u6a21\u578b\u3002<\/li>\n<\/ul>\n

          \u6b64\u65b9\u6cd5\u7684\u597d\u5904<\/h3>\n
            \n
          1. \u589e\u5f3a\u67e5\u8be2\u7406\u89e3\u80fd\u529b<\/strong>\uff1a\u901a\u8fc7\u751f\u6210\u591a\u4e2a\u67e5\u8be2\uff0cRAG-Fusion \u6355\u6349\u7528\u6237\u610f\u56fe\u7684\u5e7f\u6cdb\u7ef4\u5ea6\u3002<\/li>\n
          2. \u63d0\u9ad8\u68c0\u7d22\u51c6\u786e\u6027<\/strong>\uff1a\u4f7f\u7528 RRF \u63d0\u5347\u591a\u4e2a\u67e5\u8be2\u7ed3\u679c\u7684\u76f8\u5173\u6027\u3002<\/li>\n
          3. \u51cf\u5c11\u5e7b\u89c9\u73b0\u8c61<\/strong>\uff1a\u901a\u8fc7\u63d0\u4f9b\u66f4\u5168\u9762\u3001\u66f4\u51c6\u786e\u7684\u4e0a\u4e0b\u6587\uff0c\u964d\u4f4e\u6a21\u578b\u4ea7\u751f\u9519\u8bef\u54cd\u5e94\u7684\u51e0\u7387\u3002<\/li>\n
          4. \u591a\u9886\u57df\u9002\u7528\u6027<\/strong>\uff1a\u8be5\u7cfb\u7edf\u53ef\u9002\u7528\u4e8e\u5404\u79cd\u9886\u57df\u548c\u67e5\u8be2\u7c7b\u578b\u3002<\/li>\n
          5. \u53ef\u6269\u5c55\u6027<\/strong>\uff1a\u67b6\u6784\u8bbe\u8ba1\u652f\u6301\u5927\u89c4\u6a21\u6587\u6863\u96c6\u5408\u7684\u9ad8\u6548\u5904\u7406\u3002<\/li>\n<\/ol>\n

            \u7ed3\u8bba<\/h3>\n

            RAG-Fusion \u5728\u4fe1\u606f\u68c0\u7d22\u548c\u6587\u672c\u751f\u6210\u9886\u57df\u4ee3\u8868\u4e86\u91cd\u8981\u7684\u6280\u672f\u8fdb\u6b65\u3002\u901a\u8fc7\u89e3\u51b3\u4f20\u7edf RAG \u7cfb\u7edf\u7684\u5c40\u9650\u6027\uff0c\u5b83\u63d0\u4f9b\u4e86\u66f4\u5177\u9c81\u68d2\u6027\u3001\u66f4\u51c6\u786e\u4e14\u66f4\u5177\u7075\u6d3b\u6027\u7684\u4fe1\u606f\u68c0\u7d22\u89e3\u51b3\u65b9\u6848\uff0c\u9002\u7528\u4e8e\u4ece\u95ee\u7b54\u7cfb\u7edf\u5230\u6587\u6863\u6458\u8981\u4efb\u52a1\u7684\u591a\u79cd\u573a\u666f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

            \u4ecb\u7ecd RAG-Fusion \u662f\u4e00\u79cd\u5148\u8fdb\u7684\u4fe1\u606f\u68c0\u7d22\u548c\u6587\u672c\u751f\u6210\u65b9\u6cd5\uff0c\u5efa\u7acb\u5728\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u7684\u57fa\u7840\u4e0a\u3002\u8be5\u9879\u76ee\u5b9e\u73b0\u4e86 RAG-Fusion\uff0c\u4ee5\u63d0\u4f9b\u66f4\u51c6\u786e\u3001\u66f4\u5177\u4e0a\u4e0b\u6587\u76f8\u5173\u6027\u4e14\u66f4\u5168\u9762\u7684\u7528\u6237\u67e5\u8be2\u54cd\u5e94\u3002 https:\/\/github.com\/adit…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[],"class_list":["post-14949","post","type-post","status-publish","format-standard","hentry","category-knowledge"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14949","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=14949"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14949\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=14949"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=14949"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=14949"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}