{"id":3259,"date":"2026-06-14T17:29:05","date_gmt":"2026-06-14T09:29:05","guid":{"rendered":"https:\/\/leak1.cc\/wp\/?p=3259"},"modified":"2026-06-14T17:29:06","modified_gmt":"2026-06-14T09:29:06","slug":"rag%e5%85%a8%e6%a0%88%e6%8a%80%e6%9c%af%e4%bb%8e%e5%9f%ba%e7%a1%80%e5%88%b0%e7%b2%be%e9%80%9a-%ef%bc%8c%e6%89%93%e9%80%a0%e9%ab%98%e7%b2%be%e5%87%86ai%e5%ba%94%e7%94%a8","status":"publish","type":"post","link":"https:\/\/leak1.cc\/wp\/it\/rag%e5%85%a8%e6%a0%88%e6%8a%80%e6%9c%af%e4%bb%8e%e5%9f%ba%e7%a1%80%e5%88%b0%e7%b2%be%e9%80%9a-%ef%bc%8c%e6%89%93%e9%80%a0%e9%ab%98%e7%b2%be%e5%87%86ai%e5%ba%94%e7%94%a8\/","title":{"rendered":"RAG\u5168\u6808\u6280\u672f\u4ece\u57fa\u7840\u5230\u7cbe\u901a \uff0c\u6253\u9020\u9ad8\u7cbe\u51c6AI\u5e94\u7528"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.92ydl.com\/wp-content\/uploads\/2025\/03\/1743148909-78805a221a988e7.png\" alt=\"\"\/><\/figure>\n\n\n<p>\u251c\u2500\u7b2c10\u7ae0 \u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u3010\u91d1\u878d\u667a\u5e93\u3011\uff1a\u4eceRAG\u5230Graph RAG\uff0c\u8ba9\u4f01\u4e1a\u77e5\u8bc6\u56fe\u8c31\u66f4\u667a\u80fd<br \/>\u2502 10-1 \u672c\u7ae0\u4ecb\u7ecd_ev.mp4<br \/>\u2502 10-2 \u8ba4\u8bc6\u91d1\u878d\u667a\u5e93\u77e5\u8bc6\u56fe\u8c31\u6570\u636e\uff1a\u7279\u522b\u7684\u77e5\u8bc6\u4e09\u5143\u7ec4_ev.mp4<br \/>\u2502 10-3 \u5982\u4f55\u5b58\u50a8\u548c\u64cd\u4f5c\u77e5\u8bc6\u56fe\u8c31\uff1aneo4j\u548cnebulagraph_ev.mp4<br \/>\u2502 10-4 \u5b9e\u6218\uff1a\u52a8\u624b\u6784\u5efa\u91d1\u878d\u667a\u5e93\u77e5\u8bc6\u56fe\u8c31-1_ev.mp4<br \/>\u2502 10-5 \u5b9e\u6218\uff1a\u52a8\u624b\u6784\u5efa\u91d1\u878d\u667a\u5e93\u77e5\u8bc6\u56fe\u8c31-2_ev.mp4<br \/>\u2502 10-6 RAG\u548cGraph RAG\u6709\u4ec0\u4e48\u533a\u522b\uff1a\u5982\u4f55\u6784\u5efaGraph RAG_ev.mp4<br \/>\u2502 10-7 \u5b9e\u6218\uff1a\u5229\u7528Graph RAG\u6784\u5efa\u91d1\u878d\u667a\u5e93\u77e5\u8bc6\u5e93\u5e94\u7528_ev.mp4<br \/>\u2502 10-8 \u603b\u7ed3\u548c\u5c55\u671b\uff1a\u5982\u4f55\u81ea\u6211\u5b66\u4e60\uff0c\u8ddf\u8fdb\u524d\u6cbf\u6280\u672f_ev.mp4<br \/>\u2502<br \/>\u251c\u2500\u7b2c11\u7ae0 \u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u3010\u91d1\u878d\u667a\u5e93\u3011\uff1a\u4eceRAG\u5230agenticRAG\uff0c\u5b9e\u73b0\u81ea\u52a8\u5207\u6362\u4e0d\u540c\u4fe1\u606f\u6e90<br \/>\u2502 11-1 \u672c\u7ae0\u4ecb\u7ecd_ev.mp4<br \/>\u2502 11-2 \u5927\u6a21\u578b\u7684\u624b\u811a\uff1aAI\u667a\u80fd\u4f53Agent_ev.mp4<br \/>\u2502 11-3 \u63a8\u7406\u548c\u884c\u52a8\u5e76\u884c\uff1aReAct\u6846\u67b6_ev.mp4<br \/>\u2502 11-4 \u57fa\u4e8eAgent\u7684\u591a\u6587\u6863RAG Router_ev.mp4<br \/>\u2502 11-5 \u5b9e\u6218\uff1a\u5229\u7528ReAc Agent\u5b9e\u73b0 RAG Router_ev.mp4<br \/>\u2502 11-6 \u672c\u7ae0\u603b\u7ed3_ev.mp4<br \/>\u2502<br \/>\u251c\u2500\u7b2c12\u7ae0 \u3010RAG\u6269\u5c55\u3011\u4f01\u4e1a\u5458\u5de5\u52a9\u624b-\u63a5\u53e3\u548c\u754c\u9762\u5f00\u53d1<br \/>\u2502 12-1 \u672c\u7ae0\u4ecb\u7ecd_ev.mp4<br \/>\u2502 12-2 \u6f14\u793a\u754c\u9762\u795e\u5668\uff1agradio\u4ecb\u7ecd_ev.mp4<br \/>\u2502 12-3 \u5b9e\u6218\uff1agradio\u6574\u5408\u4e24\u5927RAG\u9879\u76ee\uff081\uff09_ev.mp4<br \/>\u2502 12-4 \u5b9e\u6218\uff1agradio\u6574\u5408\u4e24\u5927RAG\u9879\u76ee\uff082\uff09_ev.mp4<br \/>\u2502 12-5 RAG Pipeline API \u63a5\u53e3\u6587\u6863-\u3010\u7b80\u4ecb&amp;fastapi\u4ecb\u7ecd\u3011.pdf<br \/>\u2502 12-6 RAG Pipeline API \u63a5\u53e3\u6587\u6863-\u3010\u73af\u5883\u51c6\u5907&amp;API\u63a5\u53e3\u8bf4\u660e\u3011.pdf<br \/>\u2502 12-7 RAG Pipeline API \u63a5\u53e3\u6587\u6863-\u3010\u4f7f\u7528\u793a\u4f8b\u3011.pdf<br \/>\u2502<br \/>\u251c\u2500\u7b2c13\u7ae0 \u3010RAG\u8fdb\u9636\u3011\u4f01\u4e1a\u5458\u5de5\u52a9\u624b-\u9879\u76ee\u8fdb\u9636\uff1aRAG\u5fae\u8c03<br \/>\u2502 13-1 \u672c\u7ae0\u4ecb\u7ecd_ev.mp4<br \/>\u2502 13-2 \u666e\u901a\u663e\u5361\u4e5f\u53ef\u4ee5\u8bad\u7ec3\u5927\u6a21\u578b\uff1a\u63ed\u5f00Lora\u5fae\u8c03\u7684\u9762\u7eb1_ev.mp4<br \/>\u2502 13-3 \u65b0\u624b\u4e5f\u53ef\u4ee5\u5fae\u8c03\uff1a\u5927\u8bed\u8a00\u6a21\u578b\u5fae\u8c03\u6846\u67b6SWIFT_ev.mp4<br \/>\u2502 13-4 \u8ba9Embedding\u66f4\u63a5\u8fd1\u4f60\u7684\u6570\u636e\uff1a\u7528llamaindex\u5fae\u8c03embedding\u6a21\u578b_ev.mp4<br \/>\u2502 13-5 \u672c\u7ae0\u603b\u7ed3_ev.mp4<br \/>\u2502<br \/>\u251c\u2500\u7b2c14\u7ae0 \u4f01\u4e1a\u5458\u5de5\u52a9\u624b-\u603b\u7ed3\u548c\u5c55\u671b<br \/>\u2502 14-1 -1 \u9879\u76ee\u603b\u7ed3\u548c\u5c55\u671b\uff1a\u8bfe\u7a0b\u56de\u987e\u4e0e\u603b\u7ed3_ev.mp4<br \/>\u2502 14-2 -2 \u9879\u76ee\u603b\u7ed3\u548c\u5c55\u671b\uff1a\u8bfe\u7a0b\u603b\u7ed3\u4e0eAI\u5c97\u4f4d\u9762\u8bd5\u6280\u5de7_ev.mp4<br \/>\u2502<br \/>\u251c\u2500\u7b2c1\u7ae0 \u8bfe\u7a0b\u5b66\u4e60\u5fc5\u77e5\u2014\u2014\u52a9\u4f60\u987a\u5229\u5b66\u4e60\u4ee5\u53ca\u907f\u5751<br \/>\u2502 1-1 \u5168\u9762\u4e86\u89e3\u8bfe\u7a0b\uff0c\u8ba9\u4f60\u5c11\u8d70\u5f2f\u8def\uff0c\u5fc5\u770b\uff01\uff01\uff01_ev.mp4<br \/>\u2502<br \/>\u251c\u2500\u7b2c2\u7ae0 \u638c\u63e1\u672a\u6765AI\u8d8b\u52bf\uff1aRAG\u5f15\u9886\u5927\u8bed\u8a00\u6a21\u578b\u65b0\u7eaa\u5143<br \/>\u2502 2-1 \u672c\u7ae0\u7b80\u4ecb_ev.mp4<br \/>\u2502 2-2 \u6ee1\u8db3\u4f01\u4e1a\u7cbe\u51c6\u9700\u6c42\uff1aRAG\u5982\u4f55\u586b\u8865\u5927\u8bed\u8a00\u6a21\u578b\u77ed\u677f_ev.mp4<br \/>\u2502 2-3 \u89e3\u9501RAG\u4e09\u5927\u6838\u5fc3_ev.mp4<br \/>\u2502 2-4 \u6df1\u5165\u601d\u8003 long context\u52a0\u6301\u7684\u5927\u6a21\u578b\u4f01\u4e1a\u8fd8\u9700\u8981RAG_ev.mp4<br \/>\u2502 2-5 RAG\u6280\u672f\u6808\uff1a\u4ece\u3010\u5408\u683c\u3011\u5230\u3010\u4f18\u79c0\u3011\u7684\u8de8\u8d8a_ev.mp4<br \/>\u2502 2-6 \u672c\u8bfe\u7a0b\u6848\u4f8b\u5206\u6790\u4e0e\u8bf4\u660e_ev.mp4<br \/>\u2502 2-7\u8fd0\u884c\u548c\u5f00\u53d1\u73af\u5883\u642d\u5efa.pdf<br \/>\u2502 2-8\u8bfe\u7a0b\u673a\u5668\u914d\u7f6e\u8981\u6c42\u8bf4\u660e.pdf<br \/>\u2502<br \/>\u251c\u2500\u7b2c3\u7ae0 \u3010\u4f01\u4e1a\u7ea7\u4e13\u4e1a\u9009\u578b\u3011RAG\u6838\u5fc3\u4e00\uff1a\u6311\u9009\u7b26\u5408\u4f01\u4e1a\u7684\u3010\u4f18\u79c0\u3011\u5927\u8bed\u8a00\u57fa\u77f3\u6a21\u578b<br \/>\u2502 3-1 \u672c\u7ae0\u7b80\u4ecb_ev.mp4<br \/>\u2502 3-10 \u3010\u6587\u6863\u3011\u5982\u4f55\u901a\u8fc7ollama\u90e8\u7f72\u672c\u5730\u5927\u6a21\u578b-deepseek-r1.pdf<br \/>\u2502 3-11 \u5b9e\u6218\uff1a\u4f7f\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff08\u672c\u5730\u548cAPI\u3001GPU\u548cCPU\uff09-1_ev.mp4<br \/>\u2502 3-12 \u5b9e\u6218\uff1a\u4f7f\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff08\u672c\u5730\u548cAPI\u3001GPU\u548cCPU\uff09-2_ev.mp4<br \/>\u2502 3-2 \u5927\u6a21\u578b\u5165\u95e8\uff1a\u6838\u5fc3\u8981\u70b9\u548c\u6280\u672f\u6f14\u53d8\uff08token\u3001transformer\u3001\u8bad\u7ec3\uff09_ev.mp4<br \/>\u2502 3-3 \u56fd\u5185\u5916\u5927\u6a21\u578b\u4ea7\u54c1\u5fc5\u77e5\u5fc5\u4f1a_ev.mp4<br \/>\u2502 3-4 \u6ca1\u6709GPU\u5982\u4f55\u8c03\u7528\u5927\u6a21\u578b-\u5927\u6a21\u578b\u8c03\u7528\u7684\u4e09\u79cd\u65b9\u5f0f_ev.mp4<br \/>\u2502 3-5 \u706b\u773c\u91d1\u661f\uff1a\u5982\u4f55\u5206\u8fa8\u5927\u6a21\u578b\u7684\u597d\u574f_ev.mp4<br \/>\u2502 3-6 RAG\u5e94\u7528\uff1a\u6311\u9009\u5927\u6a21\u578b\u7684\u56db\u5927\u6b65\u9aa4_ev.mp4<br \/>\u2502 3-7 \u603b\u7ed3\u548c\u5c55\u671b\uff1a\u4e0d\u540c\u9879\u76ee\u89d2\u8272\u9700\u8981\u5bf9AI\u5927\u6a21\u578b\u4e86\u89e3\u7a0b\u5ea6\u7684\u5dee\u5f02\u6027\u5206\u6790_ev.mp4<br \/>\u2502 3-8 \u3010\u6587\u6863\u3011\u5927\u8bed\u8a00\u6a21\u578b\u5982\u4f55\u4e0b\u8f7d.pdf<br \/>\u2502 3-9 \u3010\u6587\u6863\u3011\u661f\u706b\u5927\u6a21\u578bAPI\u4f7f\u7528.pdf<br \/>\u2502<br \/>\u251c\u2500\u7b2c4\u7ae0 \u3010\u4f01\u4e1a\u7ea7\u4e13\u4e1a\u9009\u578b\u3011RAG\u6838\u5fc3\u4e8c\uff1a\u6311\u9009\u5408\u9002RAG\u7684\u5411\u91cfEmbedding\u6a21\u578b<br \/>\u2502 4-1 \u672c\u7ae0\u4ecb\u7ecd_ev.mp4<br \/>\u2502 4-2 embedding\u6a21\u578b\u7684\u91cd\u8981\u6027_ev.mp4<br \/>\u2502 4-3 embedding\u662f\u600e\u4e48\u70bc\u6210\u7684\uff1f_ev.mp4<br \/>\u2502 4-4 \u4e3b\u6d41\u4e2d\u6587embedding\u6a21\u578b_ev.mp4<br \/>\u2502 4-5 embedding\u6a21\u578b\u6392\u884c\u699c\u9760\u8c31\u4e0d\u9760\u8c31\uff0c\u5982\u4f55\u9009\u62e9_ev.mp4<br \/>\u2502 4-6 \u3010\u6587\u6863\u3011embedding\u6a21\u578b\u4e0b\u8f7d.pdf<br \/>\u2502 4-7 \u5b9e\u6218\uff1aembedding\u6a21\u578b\u52a0\u8f7d\u548c\u4f7f\u7528\u5bf9\u6bd4_ev.mp4<br \/>\u2502 4-8 \u672c\u7ae0\u603b\u7ed3_ev.mp4<br \/>\u2502<br \/>\u251c\u2500\u7b2c5\u7ae0 \u3010\u4f01\u4e1a\u7ea7\u4e13\u4e1a\u9009\u578b\u3011RAG\u6838\u5fc3\u4e09\uff1a\u4f01\u4e1a\u7ea7\u7684\u5411\u91cf\u6570\u636e\u5e93\u9009\u578b\u548c\u9ad8\u6548\u4f7f\u7528<br \/>\u2502 5-1 \u672c\u7ae0\u4ecb\u7ecd_ev.mp4<br \/>\u2502 5-2 \u5168\u65b9\u4f4d\u5bf9\u6bd4\uff1a\u4e3b\u6d41\u5411\u91cf\u6570\u636e\u5e93_ev.mp4<br \/>\u2502 5-3 \u4f01\u4e1a\u7ea7\u5411\u91cf\u6570\u636e\u5e93\u7684\u8981\u6c42_ev.mp4<br \/>\u2502 5-4 \u5411\u91cf\u6570\u636e\u5e93\u76f8\u4f3c\u6027\u641c\u7d22_ev.mp4<br \/>\u2502 5-5 \u6027\u80fd\u4e3a\u738b\uff1a\u63a2\u7d22\u5411\u91cf\u6570\u636e\u7d22\u5f15\u4f18\u5316\u6280\u672f_ev.mp4<br \/>\u2502 5-6 \u5b9e\u6218\uff1a\u90e8\u7f72\u548c\u4f7f\u7528\u4f01\u4e1a\u7ea7\u5411\u91cf\u6570\u636e\u5e93\uff08chroma\u548cmilvus\uff09-1_ev.mp4<br \/>\u2502 5-7 \u5b9e\u6218\uff1a\u90e8\u7f72\u548c\u4f7f\u7528\u4f01\u4e1a\u7ea7\u5411\u91cf\u6570\u636e\u5e93\uff08chroma\u548cmilvus\uff09-2_ev.mp4<br \/>\u2502 5-8 \u603b\u7ed3\u548c\u5c55\u671b\uff1a\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u9ad8\u53ef\u7528\u6027_ev.mp4<br \/>\u2502<br \/>\u251c\u2500\u7b2c6\u7ae0 \u3010\u4f01\u4e1a\u5458\u5de5\u667a\u80fd\u95ee\u7b54\u52a9\u624b-\u5b9e\u73b0V1.0\u7248\u3011\u9ad8\u6548\u5904\u7406\u4f01\u4e1a\u590d\u6742\u4e1a\u52a1\u6570\u636e<br \/>\u2502 6-1 \u672c\u7ae0\u4ecb\u7ecd_ev.mp4<br \/>\u2502 6-2 \u590d\u6742\uff1a\u4f01\u4e1a\u6570\u636e\u590d\u6742\u591a\u6837_ev.mp4<br \/>\u2502 6-3 \u539f\u5219\uff1a\u5783\u573e\u8fdb\u5783\u573e\u51fa\uff0c\u6ce8\u91cd\u6587\u6863\u8d28\u91cf_ev.mp4<br \/>\u2502 6-4 \u6311\u6218\uff1aRAG\u5982\u4f55\u8bfb\u53d6\u591a\u6837\u6027\u6587\u6863\uff08\u6587\u672c\u3001\u8868\u683c\u548c\u5e03\u5c40\u5206\u6790\uff09_ev.mp4<br \/>\u2502 6-5 \u6587\u6863\u5206\u5757\uff1a\u9012\u5f52\u6587\u672c\u5206\u5757\u548c\u8bed\u4e49\u667a\u80fd\u5206\u5757_ev.mp4<br \/>\u2502 6-6 \u5b9e\u6218\uff1a\u5b9e\u73b0\u5236\u5ea6\u95ee\u7b54\u6a21\u5757\u6570\u636e\u8bfb\u53d6\u548c\u5207\u5272_ev.mp4<br \/>\u2502 6-7 \u672c\u7ae0\u603b\u7ed3_ev.mp4<br \/>\u2502<br \/>\u251c\u2500\u7b2c7\u7ae0 \u3010\u4f01\u4e1a\u5458\u5de5\u667a\u80fd\u95ee\u7b54\u52a9\u624b-\u5b9e\u73b0V1.0\u7248\u3011\u642d\u5efa\u5236\u5ea6\u95ee\u7b54baseline RAG<br \/>\u2502 7-1 \u672c\u7ae0\u4ecb\u7ecd_ev.mp4<br \/>\u2502 7-2 \u3010\u4f01\u4e1a\u5458\u5de5\u5236\u5ea6\u95ee\u7b54\u52a9\u624b\u3011\u9700\u6c42\u5206\u6790_ev.mp4<br \/>\u2502 7-3 \u9879\u76ee\u6280\u672f\u9009\u578b_ev.mp4<br \/>\u2502 7-4 \u9879\u76ee\u67b6\u6784\u8bbe\u8ba1_ev.mp4<br \/>\u2502 7-5 \u5b9e\u6218\uff1a\u5b9e\u73b0\u5236\u5ea6\u95ee\u7b54\u6a21\u5757RAG baseline_ev.mp4<br \/>\u2502 7-6 \u603b\u7ed3\u548c\u5c55\u671b\uff1a\u8f6c\u53d8\u601d\u60f3\uff0cAI\u5e94\u7528\u5f00\u53d1\u548c\u4f20\u7edf\u8f6f\u4ef6\u5f00\u53d1\u7684\u533a\u522b_ev.mp4<br \/>\u2502<br \/>\u251c\u2500\u7b2c8\u7ae0 \u3010\u4f01\u4e1a\u5458\u5de5\u667a\u80fd\u95ee\u7b54\u52a9\u624b-\u8bc4\u4f30V1.0\u7248\u3011\u6709\u6548\u8bc4\u4f30RAG\u662f\u63d0\u5347\u7684\u5173\u952e<br \/>\u2502 8-1 \u672c\u7ae0\u4ecb\u7ecd_ev.mp4<br \/>\u2502 8-2 RAG\u8fed\u4ee3\u7684\u5173\u952e\uff1a\u8bc4\u4f30_ev.mp4<br \/>\u2502 8-3 RAG\u8bc4\u4f30\u7684\u4e09\u5927\u6b65\u9aa4_ev.mp4<br \/>\u2502 8-4 RAG\u8bc4\u4ef7\u795e\u5668\uff1aRagas\u6846\u67b6_ev.mp4<br \/>\u2502 8-5 \u5b9e\u6218\uff1a\u7528Ragas\u8bc4\u4f30\u5236\u5ea6\u95ee\u7b54\u6a21\u5757\u7684\u6027\u80fd_ev.mp4<br \/>\u2502 8-6 \u672c\u7ae0\u603b\u7ed3_ev.mp4<br \/>\u2502<br \/>\u2514\u2500\u7b2c9\u7ae0 \u3010\u4f01\u4e1a\u5458\u5de5\u667a\u80fd\u95ee\u7b54\u52a9\u624b-\u5b9e\u73b0V2.0\u7248\u3011\u63d0\u5347RAG\u7684\u301014\u79cd\u3011\u68c0\u7d22\u589e\u5f3a\u6280\u80fd<br \/>9-1 \u672c\u7ae0\u4ecb\u7ecd_ev.mp4<br \/>9-10 \u603b\u7ed3\u548c\u5c55\u671b\uff1a\u5173\u4e8e\u4f01\u4e1a\u91cc\u9700\u8981\u826f\u597d\u7684\u4ee3\u7801\u89c4\u8303\u548c\u4ee3\u7801\u7ba1\u7406_ev.mp4<br \/>9-11 \u5b9e\u6218\uff1a\u7528\u68c0\u7d22\u589e\u5f3a\u6280\u672f\u63d0\u5347\u5236\u5ea6\u95ee\u7b54\u6a21\u5757\u6027\u80fd-\u67e5\u8be2\u589e\u5f3a-1_ev.mp4<br \/>9-12 \u5b9e\u6218\uff1a\u7528\u68c0\u7d22\u589e\u5f3a\u6280\u672f\u63d0\u5347\u5236\u5ea6\u95ee\u7b54\u6a21\u5757\u6027\u80fd-\u67e5\u8be2\u589e\u5f3a-2_ev.mp4<br \/>9-13 \u5b9e\u6218\uff1a\u7528\u68c0\u7d22\u589e\u5f3a\u6280\u672f\u63d0\u5347\u5236\u5ea6\u95ee\u7b54\u6a21\u5757\u6027\u80fd-\u591a\u7d22\u5f15\u589e\u5f3a_ev.mp4<br \/>9-14 \u5b9e\u6218\uff1a\u7528\u68c0\u7d22\u589e\u5f3a\u6280\u672f\u63d0\u5347\u5236\u5ea6\u95ee\u7b54\u6a21\u5757\u6027\u80fd-\u878d\u5408\u68c0\u7d22_ev.mp4<br \/>9-15 \u3010\u6587\u6863\u3011\u91cd\u6392rerank\u6a21\u578b\u5982\u4f55\u4e0b\u8f7d.pdf<br \/>9-16 \u5b9e\u6218\uff1a\u7528\u68c0\u7d22\u589e\u5f3a\u6280\u672f\u63d0\u5347\u5236\u5ea6\u95ee\u7b54\u6a21\u5757\u6027\u80fd-rerank\u91cd\u6392_ev.mp4<br \/>9-17 \u5b9e\u6218\uff1a\u7528\u68c0\u7d22\u589e\u5f3a\u6280\u672f\u63d0\u5347\u5236\u5ea6\u95ee\u7b54\u6a21\u5757\u6027\u80fd-\u8fed\u4ee3\u68c0\u7d22\u589e\u5f3a\u751f\u6210_ev.mp4<br \/>9-18 \u5b9e\u6218\uff1a\u7528\u68c0\u7d22\u589e\u5f3a\u6280\u672f\u63d0\u5347\u5236\u5ea6\u95ee\u7b54\u6a21\u5757\u6027\u80fd-self-RAG-1_ev.mp4<br \/>9-19 \u5b9e\u6218\uff1a\u7528\u68c0\u7d22\u589e\u5f3a\u6280\u672f\u63d0\u5347\u5236\u5ea6\u95ee\u7b54\u6a21\u5757\u6027\u80fd-self-RAG-2_ev.mp4<br \/>9-2 \u4e00\u56fe\u5256\u6790RAG\u8fdb\u5316\u4e4b\u8def\uff1a\u63a2\u7d22\u4f18\u5316\u70b9_ev.mp4<br \/>9-3 \u68c0\u7d22\u7684\u4e24\u5927\u5f62\u6001\uff1a\u7a00\u758f vs \u7a20\u5bc6_ev.mp4<br \/>9-4 \u67e5\u8be2\u589e\u5f3a\uff1a\u589e\u52a0\u76f8\u5173\u5185\u5bb9-Query2doc+ HyDE+\u5b50\u95ee\u9898\u67e5\u8be2+\u95ee\u9898\u6539\u5199+Task Step Back_ev.mp4<br \/>9-5 \u591a\u7d22\u5f15\u589e\u5f3a\uff1a\u4ece\u4e0d\u540c\u7ef4\u5ea6\u6784\u5efa\u7d22\u5f15\uff0c\u5f3a\u5316\u76f8\u5173\u5185\u5bb9_ev.mp4<br \/>9-6 \u68c0\u7d22\u540e\u589e\u5f3a\uff1a\u878d\u5408\u68c0\u7d22\uff0c\u4e09\u4e2a\u81ed\u76ae\u5320\u9876\u4e00\u4e2a\u8bf8\u845b\u4eae_ev.mp4<br \/>9-7 \u68c0\u7d22\u540e\u589e\u5f3a\uff1a\u91cd\u6392\u5e8f\u6280\u672f(Re-rank)_ev.mp4<br \/>9-8 \u7cfb\u7edf\u6027\u589e\u5f3a\uff1a\u8fed\u4ee3\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff0c\u4ece\u4e0a\u4e00\u8fed\u4ee3\u6536\u83b7\u4fe1\u606f_ev.mp4<br \/>9-9 RAG\u65b0\u8303\u5f0f\uff1a\u81ea\u6211\u8bc4\u4f30\u589e\u5f3aSelf-RAG_ev.mp4<\/p>","protected":false},"excerpt":{"rendered":"<p>\u251c\u2500\u7b2c10\u7ae0 \u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u3010\u91d1\u878d\u667a\u5e93\u3011\uff1a\u4eceRAG\u5230Graph RAG\uff0c\u8ba9\u4f01\u4e1a\u77e5\u8bc6\u56fe\u8c31\u66f4\u667a\u80fd\u2502 10-1 \u672c\u7ae0\u4ecb [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3261,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/i.imgur.com\/D8JGeM5.png","fifu_image_alt":"","footnotes":""},"categories":[6],"tags":[],"class_list":["post-3259","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-it"],"_links":{"self":[{"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/posts\/3259","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/comments?post=3259"}],"version-history":[{"count":1,"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/posts\/3259\/revisions"}],"predecessor-version":[{"id":3260,"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/posts\/3259\/revisions\/3260"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/media\/3261"}],"wp:attachment":[{"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/media?parent=3259"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/categories?post=3259"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/leak1.cc\/wp\/wp-json\/wp\/v2\/tags?post=3259"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}