{"id":14951,"date":"2024-11-24T19:01:05","date_gmt":"2024-11-24T11:01:05","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14951"},"modified":"2024-12-08T19:06:29","modified_gmt":"2024-12-08T11:06:29","slug":"aigongchengxueyuan21-6","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/aigongchengxueyuan21-6\/","title":{"rendered":"AI\u5de5\u7a0b\u5b66\u9662\uff1a2.14RAPTOR: \u6811\u7ed3\u6784\u5316\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u7684\u9012\u5f52\u6458\u8981\u5904\u7406"},"content":{"rendered":"

\u5f15\u8a00<\/h2>\n

RAPTOR\uff08\u6811\u7ed3\u6784\u5316\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u7684\u9012\u5f52\u6458\u8981\u5904\u7406\uff09\u662f\u4e00\u79cd\u5148\u8fdb\u7684\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u65b9\u6cd5\u3002\u5b83\u901a\u8fc7\u5f15\u5165\u5c42\u7ea7\u6587\u6863\u7ed3\u6784\u5316\u548c\u6458\u8981\u6280\u672f\uff0c\u589e\u5f3a\u4e86\u4f20\u7edf\u7684 RAG<\/a> \u6d41\u7a0b\u3002<\/p>\n

https:\/\/github.com\/adithya-s-k\/AI-Engineering.academy\/tree\/main\/RAG\/09_RAPTOR<\/p>\n

 <\/p>\n

\u52a8\u673a<\/h3>\n

\u4f20\u7edf\u7684 RAG \u7cfb\u7edf\u5e38\u5e38\u5728\u5904\u7406\u5927\u89c4\u6a21\u6587\u6863\u96c6\u5408\u548c\u590d\u6742\u67e5\u8be2\u65f6\u9047\u5230\u56f0\u96be\u3002RAPTOR \u901a\u8fc7\u521b\u5efa\u6587\u6863\u8bed\u6599\u5e93\u7684\u5c42\u7ea7\u8868\u793a\uff0c\u89e3\u51b3\u8fd9\u4e9b\u6311\u6218\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u7ec6\u81f4\u3001\u66f4\u9ad8\u6548\u7684\u68c0\u7d22\u3002<\/p>\n

\u65b9\u6cd5\u7ec6\u8282<\/h3>\n

\"\"<\/p>\n

 <\/p>\n

\u6587\u6863\u9884\u5904\u7406\u548c\u5411\u91cf\u5b58\u50a8\u521b\u5efa<\/h4>\n
    \n
  1. \u5c06\u6587\u6863\u5206\u6210\u6613\u4e8e\u7ba1\u7406\u7684\u5c0f\u5757\u3002<\/li>\n
  2. \u4f7f\u7528\u5408\u9002\u7684\u5d4c\u5165\u6a21\u578b\u5bf9\u6bcf\u4e2a\u5c0f\u5757\u8fdb\u884c\u5d4c\u5165\u3002<\/li>\n
  3. \u5bf9\u5d4c\u5165\u5411\u91cf\u8fdb\u884c\u805a\u7c7b\uff0c\u4ee5\u5206\u7ec4\u76f8\u4f3c\u5185\u5bb9\u3002<\/li>\n
  4. \u5bf9\u805a\u7c7b\u7ed3\u679c\u8fdb\u884c\u6458\u8981\uff0c\u521b\u5efa\u66f4\u9ad8\u5c42\u6b21\u7684\u62bd\u8c61\u8868\u793a\u3002<\/li>\n
  5. \u4f7f\u7528\u8fd9\u4e9b\u6458\u8981\u548c\u539f\u6587\u5757\u6784\u5efa\u5c42\u7ea7\u6811\u7ed3\u6784\uff08RAPTOR \u6811\uff09\u3002<\/li>\n<\/ol>\n

    \u68c0\u7d22\u589e\u5f3a\u751f\u6210\u5de5\u4f5c\u6d41\u7a0b<\/h4>\n
      \n
    1. \u7528\u6237\u67e5\u8be2\u4f7f\u7528\u76f8\u540c\u7684\u5d4c\u5165\u6a21\u578b\u8fdb\u884c\u5d4c\u5165\u3002<\/li>\n
    2. \u904d\u5386 RAPTOR \u6811\u4ee5\u67e5\u627e\u76f8\u5173\u8282\u70b9\uff08\u6458\u8981\u6216\u6587\u6863\u5757\uff09\u3002<\/li>\n
    3. \u5c06\u68c0\u7d22\u7ed3\u679c\u4e0e\u7528\u6237\u539f\u59cb\u67e5\u8be2\u5408\u5e76\uff0c\u5f62\u6210\u4e0a\u4e0b\u6587\u3002<\/li>\n
    4. \u5c06\u8be5\u4e0a\u4e0b\u6587\u4f20\u9012\u7ed9\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u751f\u6210\u6700\u7ec8\u7684\u56de\u590d\u3002<\/li>\n<\/ol>\n

      RAPTOR \u7684\u6838\u5fc3\u7279\u6027<\/h3>\n
        \n
      • \u5c42\u7ea7\u6587\u6863\u8868\u793a\uff1a\u521b\u5efa\u6587\u6863\u5185\u5bb9\u7684\u6811\u72b6\u7ed3\u6784\u3002<\/li>\n
      • \u591a\u5c42\u6b21\u6458\u8981\uff1a\u5728\u4e0d\u540c\u5c42\u7ea7\u63d0\u4f9b\u6458\u8981\u4fe1\u606f\u3002<\/li>\n
      • \u9ad8\u6548\u68c0\u7d22\uff1a\u901a\u8fc7\u6811\u904d\u5386\u5b9e\u73b0\u66f4\u5feb\u3001\u66f4\u76f8\u5173\u7684\u4fe1\u606f\u68c0\u7d22\u3002<\/li>\n
      • \u53ef\u6269\u5c55\u6027\uff1a\u4e0e\u5e73\u9762\u5411\u91cf\u5b58\u50a8\u76f8\u6bd4\uff0c\u53ef\u66f4\u597d\u5730\u5904\u7406\u5927\u89c4\u6a21\u6587\u6863\u96c6\u5408\u3002<\/li>\n<\/ul>\n

        \u672c\u65b9\u6cd5\u7684\u4f18\u52bf<\/h3>\n
          \n
        1. \u63d0\u9ad8\u4e0a\u4e0b\u6587\u76f8\u5173\u6027\uff1a\u5c42\u7ea7\u7ed3\u6784\u66f4\u597d\u5730\u5339\u914d\u67e5\u8be2\u4e0e\u76f8\u5173\u5185\u5bb9\u3002<\/li>\n
        2. \u68ee\u6797\u68c0\u7d22\u66f4\u9ad8\u6548\uff1a\u6811\u904d\u5386\u65b9\u5f0f\u76f8\u6bd4\u4e8e\u5168\u9762\u641c\u7d22\u66f4\u4e3a\u9ad8\u6548\u3002<\/li>\n
        3. \u5904\u7406\u590d\u6742\u67e5\u8be2\uff1a\u591a\u5c42\u6b21\u7ed3\u6784\u6709\u52a9\u4e8e\u5904\u7406\u8de8\u591a\u4e2a\u6587\u6863\u90e8\u5206\u7684\u4fe1\u606f\u67e5\u8be2\u3002<\/li>\n
        4. \u53ef\u5904\u7406\u5927\u89c4\u6a21\u6587\u6863\u96c6\uff1a\u76f8\u6bd4\u4f20\u7edf\u65b9\u6cd5\uff0c\u5177\u5907\u66f4\u597d\u7684\u53ef\u6269\u5c55\u6027\u3002<\/li>\n<\/ol>\n

          \u7ed3\u8bba<\/h3>\n

          RAPTOR \u901a\u8fc7\u5f15\u5165\u6458\u8981\u548c\u6811\u7ed3\u6784\u5316\u7684\u6587\u6863\u8868\u793a\u4e0e\u68c0\u7d22\u673a\u5236\uff0c\u589e\u5f3a\u4e86 RAG \u6d41\u7a0b\u7684\u8d28\u91cf\u548c\u6548\u7387\u3002\u8fd9\u79cd\u65b9\u6cd5\u6709\u671b\u663e\u8457\u63d0\u9ad8\u4fe1\u606f\u68c0\u7d22\u7684\u51c6\u786e\u6027\u548c\u4e0a\u4e0b\u6587\u76f8\u5173\u6027\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u590d\u6742\u6587\u6863\u96c6\u5408\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

          \u5f15\u8a00 RAPTOR\uff08\u6811\u7ed3\u6784\u5316\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u7684\u9012\u5f52\u6458\u8981\u5904\u7406\uff09\u662f\u4e00\u79cd\u5148\u8fdb\u7684\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u65b9\u6cd5\u3002\u5b83\u901a\u8fc7\u5f15\u5165\u5c42\u7ea7\u6587\u6863\u7ed3\u6784\u5316\u548c\u6458\u8981\u6280\u672f\uff0c\u589e\u5f3a\u4e86\u4f20\u7edf\u7684 RAG \u6d41\u7a0b\u3002 https:\/\/github.com\/adithya-s-k\/AI-Engin…<\/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-14951","post","type-post","status-publish","format-standard","hentry","category-knowledge"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14951","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=14951"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/14951\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=14951"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=14951"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=14951"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}