{"id":109550,"date":"2026-09-24T12:25:23","date_gmt":"2026-09-24T04:25:23","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/109550.html"},"modified":"2026-09-24T12:25:23","modified_gmt":"2026-09-24T04:25:23","slug":"%e7%ac%ac-23-%e7%af%87-%e6%a3%80%e7%b4%a2%e8%bf%9b%e9%98%b6%ef%bc%9a%e6%9f%a5%e8%af%a2%e6%94%b9%e5%86%99%e3%80%81%e6%b7%b7%e5%90%88%e6%a3%80%e7%b4%a2%e4%b8%8e%e5%9b%be%e6%a3%80%e7%b4%a2","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/109550.html","title":{"rendered":"\u7b2c 23 \u7bc7 \u68c0\u7d22\u8fdb\u9636\uff1a\u67e5\u8be2\u6539\u5199\u3001\u6df7\u5408\u68c0\u7d22\u4e0e\u56fe\u68c0\u7d22"},"content":{"rendered":"<h2>\u7b2c 23 \u7bc7 \u68c0\u7d22\u8fdb\u9636&#xff1a;\u67e5\u8be2\u6539\u5199\u3001\u6df7\u5408\u68c0\u7d22\u4e0e\u56fe\u68c0\u7d22<\/h2>\n<p>\u7b2c\u4e8c\u5b63\u7b2c 7 \u7bc7 \u00b7 \u6e29\u4e60&#xff1a;\u7b2c 05 \u7bc7\u7684\u3008RAG \u516d\u73af\u8282\u5931\u8d25\u5730\u56fe\u3009\u3001\u7b2c 05 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\u6307\u4ee3\u6d88\u89e3&#xff08;\u591a\u8f6e\u5bf9\u8bdd\u4e2d&#034;\u5b83&#034;\u6307\u4ec0\u4e48&#xff09;<br \/>\n\u9002\u7528\u6761\u4ef6&#xff1a;\u591a\u8f6e\u573a\u666f&#xff0c;\u7528\u6237\u7528&#034;\u5b83&#034;\u201c\u8fd9\u4e2a\u201d&#034;\u524d\u8005&#034;\u7b49\u4ee3\u8bcd&#xff0c;\u4f46\u5411\u91cf\u68c0\u7d22\u662f\u65e0\u72b6\u6001\u7684&#xff0c;\u5355\u770b\u8fd9\u4e00\u53e5\u4f1a\u4e22\u5931\u6307\u4ee3\u5bf9\u8c61\u3002<br \/>\n\u4ee3\u4ef7&#xff1a;\u9700\u7ed3\u5408\u524d\u6587\u62fc\u51fa\u5b8c\u6574\u67e5\u8be2&#xff0c;\u901a\u5e38\u4e00\u6b21\u989d\u5916\u5927\u6a21\u578b\u8c03\u7528\u6216\u57fa\u4e8e\u5bf9\u8bdd\u72b6\u6001\u673a\u7684\u69fd\u4f4d\u66ff\u6362\u3002<br \/>\n\u98ce\u9669&#xff1a;\u6d88\u89e3\u9519\u4e86\u6bd4\u4e0d\u6d88\u89e3\u66f4\u7cdf\u2014\u2014\u628a&#034;\u5b83&#034;\u6307\u5411\u4e86\u9519\u8bef\u7684\u5b9e\u4f53&#xff0c;\u53ec\u56de\u5168\u504f\u3002\u52a1\u5fc5\u5728\u6d88\u89e3\u540e\u628a\u5b8c\u6574\u67e5\u8be2\u663e\u5f0f\u8bb0\u5f55&#xff0c;\u4fbf\u4e8e\u6392\u67e5\u3002<\/p>\n<p>\u2461 \u67e5\u8be2\u6269\u5c55&#xff08;\u540c\u4e49\u8bcd\u3001\u9886\u57df\u672f\u8bed\u3001\u7f29\u5199\u5c55\u5f00&#xff09;<br \/>\n\u9002\u7528\u6761\u4ef6&#xff1a;\u9886\u57df\u9ed1\u8bdd\u591a\u3001\u540c\u4e49\u8bcd\u591a\u3001\u7f29\u5199\u666e\u904d&#xff08;\u5982&#034;\u4f01\u5fae&#034;\u2192&#034;\u4f01\u4e1a\u5fae\u4fe1&#034;&#xff09;\u3002<br \/>\n\u4ee3\u4ef7&#xff1a;\u4f4e&#xff0c;\u53ef\u79bb\u7ebf\u7ef4\u62a4\u4e00\u5f20\u540c\u4e49\u8bcd \/ \u7f29\u5199\u8bcd\u5178&#xff0c;\u68c0\u7d22\u65f6\u76f4\u63a5\u62fc\u63a5&#xff0c;\u4e0d\u5fc5\u7136\u8c03\u7528\u6a21\u578b\u3002<br \/>\n\u98ce\u9669&#xff1a;\u6269\u5c55\u8fc7\u5934\u4f1a\u5f15\u5165\u566a\u58f0&#xff0c;\u628a\u4e0d\u76f8\u5173\u7684\u540c\u4e49\u8868\u8ff0\u4e5f\u53ec\u56de\u3002\u5efa\u8bae\u8bcd\u5178\u7531\u9886\u57df\u4eba\u5458\u7ef4\u62a4&#xff0c;\u800c\u975e\u7eaf\u6a21\u578b\u751f\u6210\u3002<\/p>\n<p>\u2462 \u591a\u67e5\u8be2\u751f\u6210&#xff08;\u4e00\u4e2a\u95ee\u9898\u62c6\u6210\u51e0\u4e2a\u5b50\u67e5\u8be2\u5206\u522b\u68c0\u7d22\u518d\u5408\u5e76&#xff09;<br \/>\n\u9002\u7528\u6761\u4ef6&#xff1a;\u539f\u95ee\u9898\u590d\u5408\u3001\u9700\u8981\u591a\u4e2a\u89d2\u5ea6\u7684\u7247\u6bb5\u624d\u80fd\u56de\u7b54&#xff08;\u5982&#034;\u5bf9\u6bd4 A \u548c B \u7684\u5b9a\u4ef7&#034;&#xff09;\u3002<br \/>\n\u4ee3\u4ef7&#xff1a;\u4e2d\u9ad8&#xff0c;N \u4e2a\u5b50\u67e5\u8be2 &#061; N \u6b21\u68c0\u7d22 &#043; N \u6b21\u5d4c\u5165&#xff0c;\u5ef6\u8fdf\u4e0e\u6210\u672c\u968f\u5b50\u67e5\u8be2\u6570\u7ebf\u6027\u589e\u52a0\u3002<br \/>\n\u98ce\u9669&#xff1a;\u5b50\u67e5\u8be2\u62c6\u504f\u4e86&#xff0c;\u53ec\u56de\u7684\u7247\u6bb5\u5f7c\u6b64\u4e0d\u4e92\u8865\u751a\u81f3\u51b2\u7a81&#xff1b;\u5408\u5e76\u65f6\u8fd8\u53ef\u80fd\u91cd\u590d\u3002\u5efa\u8bae\u5b50\u67e5\u8be2\u6570\u63a7\u5236\u5728 2\u20134 \u4e2a&#xff0c;\u8d85\u51fa\u8981\u8bc4\u4f30\u6536\u76ca\u3002<\/p>\n<p>\u2463 \u5148\u751f\u6210\u5047\u60f3\u7b54\u6848\u518d\u68c0\u7d22&#xff08;HyDE \u7c7b\u505a\u6cd5&#xff09;<br \/>\n\u9002\u7528\u6761\u4ef6&#xff1a;\u7528\u6237\u95ee\u9898\u62bd\u8c61\u3001\u8bed\u4e49\u8868\u8ff0\u4e0e\u77e5\u8bc6\u5e93\u8868\u8ff0\u5dee\u5f02\u5927&#xff0c;\u76f4\u63a5\u68c0\u7d22\u5411\u91cf\u8ddd\u79bb\u8fdc\u3002<br \/>\n\u4ee3\u4ef7&#xff1a;\u4e2d&#xff0c;\u9700\u5148\u8ba9\u6a21\u578b\u751f\u6210\u4e00\u6bb5&#034;\u5047\u8bbe\u6027\u7b54\u6848&#034;&#xff0c;\u518d\u7528\u8fd9\u6bb5\u53bb\u68c0\u7d22\u76f8\u4f3c\u6587\u6863\u3002<br \/>\n\u98ce\u9669&#xff1a;\u5047\u60f3\u7b54\u6848\u53ef\u80fd\u5e26\u9519\u4e8b\u5b9e&#xff0c;\u628a\u68c0\u7d22\u5e26\u504f\u5230\u9519\u8bef\u65b9\u5411&#xff1b;\u5bf9\u4e8b\u5b9e\u5f3a\u7ea6\u675f\u573a\u666f\u8981\u8c28\u614e\u3002\u5b83\u662f&#034;\u7528\u8bed\u4e49\u76f8\u4f3c\u6027\u6362\u7cbe\u786e\u5ea6&#034;\u7684\u53d6\u820d&#xff0c;\u4e0d\u662f\u4e07\u80fd\u836f\u3002<\/p>\n<p>\u2464 \u591a\u8df3\u95ee\u9898\u5206\u89e3<br \/>\n\u9002\u7528\u6761\u4ef6&#xff1a;\u7b54\u6848\u9700\u8981\u6cbf\u5b9e\u4f53\u5173\u7cfb\u8df3\u51e0\u6b65\u624d\u80fd\u5f97\u5230&#xff08;\u5982&#034;\u5f20\u4e09\u662f\u54ea\u4e2a\u90e8\u95e8\u7684&#xff0c;\u8be5\u90e8\u95e8\u6700\u8fd1\u53d1\u4e86\u4ec0\u4e48\u901a\u77e5&#034;&#xff09;\u3002<br \/>\n\u4ee3\u4ef7&#xff1a;\u9ad8&#xff0c;\u9010\u8df3\u68c0\u7d22\u3001\u9010\u8df3\u62fc\u63a5&#xff0c;\u94fe\u8def\u957f\u3001\u5931\u8d25\u70b9\u591a\u3002<br \/>\n\u98ce\u9669&#xff1a;\u4efb\u4f55\u4e00\u8df3\u53ec\u56de\u5931\u8d25&#xff0c;\u6700\u7ec8\u7b54\u6848\u5c31\u65ad\u94fe\u3002\u5355\u8df3\u53ec\u56de\u8d28\u91cf\u4e0d\u8fc7\u786c\u524d&#xff0c;\u4e0d\u8981\u6025\u7740\u4e0a\u591a\u8df3\u3002<\/p>\n<p>\u2465 \u67e5\u8be2\u8def\u7531&#xff08;\u5224\u65ad\u8be5\u8d70\u54ea\u6761\u68c0\u7d22\u8def\u5f84&#xff09;<br \/>\n\u9002\u7528\u6761\u4ef6&#xff1a;\u77e5\u8bc6\u6e90\u5f02\u6784\u2014\u2014\u65e2\u6709 FAQ \u5e93\u3001\u53c8\u6709\u6587\u6863\u5e93\u3001\u53c8\u6709\u7ed3\u6784\u5316\u8868&#xff0c;\u4e0d\u540c\u95ee\u9898\u8be5\u8d70\u4e0d\u540c\u901a\u9053\u3002<br \/>\n\u4ee3\u4ef7&#xff1a;\u4f4e\u4e2d&#xff0c;\u4e00\u6b21\u5206\u7c7b\u8c03\u7528\u51b3\u5b9a\u8def\u7531\u3002<br \/>\n\u98ce\u9669&#xff1a;\u5206\u7c7b\u9519\u4e86\u76f4\u63a5\u8d70\u9519\u5e93&#xff0c;\u96f6\u53ec\u56de\u3002\u8def\u7531\u7684\u5224\u636e\u8981\u53ef\u89e3\u91ca\u3001\u53ef\u56de\u9000&#xff08;\u8def\u7531\u5931\u8d25\u65f6\u9000\u56de\u5230&#034;\u5168\u901a\u9053\u68c0\u7d22&#034;&#xff09;\u3002<\/p>\n<p>\u516d\u79cd\u624b\u6cd5\u5bf9\u6bd4\u6c47\u603b\u5982\u4e0b&#xff0c;\u4fbf\u4e8e\u9009\u578b&#xff1a;<\/p>\n<table>\n<tr>\u624b\u6cd5\u9002\u7528\u6761\u4ef6&#xff08;\u4e00\u53e5\u8bdd&#xff09;\u989d\u5916\u8c03\u7528 \/ \u4ee3\u4ef7\u4e3b\u8981\u98ce\u9669\u504f\u79bb\u539f\u610f\u98ce\u9669<\/tr>\n<tbody>\n<tr>\n<td>\u2460 \u6307\u4ee3\u6d88\u89e3<\/td>\n<td>\u591a\u8f6e\u6709\u4ee3\u8bcd<\/td>\n<td>1 \u6b21\u8c03\u7528\u6216\u69fd\u4f4d\u66ff\u6362<\/td>\n<td>\u6307\u9519\u5bf9\u8c61\u5168\u76d8\u504f<\/td>\n<td>\u4e2d<\/td>\n<\/tr>\n<tr>\n<td>\u2461 \u67e5\u8be2\u6269\u5c55<\/td>\n<td>\u540c\u4e49 \/ \u7f29\u5199 \/ \u9ed1\u8bdd\u591a<\/td>\n<td>\u4f4e&#xff08;\u53ef\u79bb\u7ebf\u8bcd\u5178&#xff09;<\/td>\n<td>\u6269\u5c55\u8fc7\u5934\u5f15\u566a\u58f0<\/td>\n<td>\u4f4e<\/td>\n<\/tr>\n<tr>\n<td>\u2462 \u591a\u67e5\u8be2\u751f\u6210<\/td>\n<td>\u590d\u5408\u591a\u89c6\u89d2\u95ee\u9898<\/td>\n<td>\u9ad8&#xff08;N \u6b21\u68c0\u7d22&#xff09;<\/td>\n<td>\u62c6\u504f\u3001\u5408\u5e76\u91cd\u590d<\/td>\n<td>\u4e2d<\/td>\n<\/tr>\n<tr>\n<td>\u2463 HyDE<\/td>\n<td>\u8868\u8ff0\u5dee\u5f02\u5927\u3001\u8bed\u4e49\u62bd\u8c61<\/td>\n<td>\u4e2d&#xff08;\u5148\u751f\u6210\u5047\u7b54\u6848&#xff09;<\/td>\n<td>\u5047\u7b54\u6848\u5e26\u9519\u65b9\u5411<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u2464 \u591a\u8df3\u5206\u89e3<\/td>\n<td>\u9700\u6cbf\u5173\u7cfb\u8df3\u51e0\u6b65<\/td>\n<td>\u9ad8&#xff08;\u9010\u8df3\u94fe\u8def&#xff09;<\/td>\n<td>\u5355\u8df3\u5931\u8d25\u65ad\u94fe<\/td>\n<td>\u4e2d<\/td>\n<\/tr>\n<tr>\n<td>\u2465 \u67e5\u8be2\u8def\u7531<\/td>\n<td>\u77e5\u8bc6\u6e90\u5f02\u6784<\/td>\n<td>\u4f4e\u4e2d&#xff08;1 \u6b21\u5206\u7c7b&#xff09;<\/td>\n<td>\u5206\u7c7b\u9519\u8d70\u9519\u5e93<\/td>\n<td>\u4f4e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6539\u5199\u5f15\u5165\u7684\u4ee3\u4ef7&#xff08;\u52a1\u5fc5\u8bb2\u6e05&#xff09;&#xff1a;\u6240\u6709\u6539\u5199\u90fd\u610f\u5473\u7740&#034;\u7cfb\u7edf\u68c0\u7d22\u7684\u4e0d\u518d\u662f\u7528\u6237\u539f\u8bdd&#034;\u3002\u4ee3\u4ef7\u6709\u4e09\u2014\u2014\u989d\u5916\u8c03\u7528\u63a8\u9ad8\u6210\u672c\u3001\u94fe\u8def\u53d8\u957f\u63a8\u9ad8\u5ef6\u8fdf\u3001\u6539\u5199\u53ef\u80fd\u504f\u79bb\u7528\u6237\u539f\u610f\u3002\u6240\u4ee5\u6539\u5199\u4e0d\u662f\u9ed8\u8ba4\u5168\u5f00&#xff0c;\u800c\u662f&#034;\u8bca\u65ad\u5230\u67d0\u7c7b\u5931\u8d25\u540e\u624d\u9488\u5bf9\u6027\u542f\u7528&#034;\u3002\u8fd9\u662f\u7b2c\u516d\u8282\u7684\u5f15\u5165\u987a\u5e8f\u8981\u843d\u5b9e\u7684\u539f\u5219\u3002<\/p>\n<h3>\u4e09\u3001\u6df7\u5408\u68c0\u7d22&#xff1a;\u4e3a\u4ec0\u4e48\u7eaf\u5411\u91cf\u68c0\u7d22\u4e0d\u591f<\/h3>\n<p>\u5411\u91cf\u68c0\u7d22&#xff08;\u7a20\u5bc6&#xff09;\u64c5\u957f\u8bed\u4e49\u76f8\u4f3c&#xff0c;\u4f46\u6709\u7cfb\u7edf\u6027\u76f2\u533a&#xff1a;<\/p>\n<ul>\n<li>\u4e13\u6709\u540d\u8bcd \/ \u7f16\u53f7 \/ \u578b\u53f7&#xff1a;\u7528\u6237\u641c&#034;WX-2024 \u89c4\u683c&#034;&#xff0c;\u5411\u91cf\u66f4\u53ef\u80fd\u53ec\u56de\u8bed\u4e49\u76f8\u8fd1\u7684&#034;\u67d0\u578b\u53f7\u53c2\u6570&#034;&#xff0c;\u800c\u975e\u7cbe\u786e\u90a3\u4e2a\u7f16\u53f7\u3002<\/li>\n<li>\u4ee3\u7801\u7b26\u53f7 \/ \u516c\u5f0f \/ \u6807\u8bc6\u7b26&#xff1a;\u7b26\u53f7\u5e8f\u5217\u76f8\u4f3c \u2260 \u8bed\u4e49\u76f8\u8fd1&#xff0c;\u5411\u91cf\u5bb9\u6613\u5931\u51c6\u3002<\/li>\n<li>\u7cbe\u786e\u5339\u914d\u9700\u6c42&#xff1a;\u6cd5\u5f8b\u6761\u6b3e\u7f16\u53f7\u3001\u8ba2\u5355\u53f7\u3001\u9519\u8bef\u7801&#xff0c;\u8981\u7684\u662f&#034;\u547d\u4e2d\u5373\u547d\u4e2d&#034;&#xff0c;\u4e0d\u662f&#034;\u8fd1\u4f3c&#034;\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u7c7b\u573a\u666f\u9760\u5173\u952e\u8bcd\u68c0\u7d22&#xff08;\u7a00\u758f&#xff0c;\u5982 BM25&#xff09;\u66f4\u7a33\u2014\u2014\u5b83\u6309\u8bcd\u9879\u547d\u4e2d&#xff0c;\u5bf9\u5b57\u9762\u5339\u914d\u654f\u611f\u3002\u4f46\u5173\u952e\u8bcd\u53cd\u8fc7\u6765\u4e0d\u64c5\u957f&#034;\u6362\u79cd\u8bf4\u6cd5\u95ee&#034;\u3002\u4e8c\u8005\u4e92\u8865&#xff0c;\u4e8e\u662f\u6709\u4e86\u6df7\u5408\u68c0\u7d22&#xff1a;\u5411\u91cf\u8d1f\u8d23&#034;\u61c2\u4f60\u610f\u601d&#034;&#xff0c;\u5173\u952e\u8bcd\u8d1f\u8d23&#034;\u8ba4\u5f97\u5b57\u9762&#034;\u3002<\/p>\n<p>\u878d\u5408\u7b56\u7565\u5bf9\u6bd4&#xff1a;<\/p>\n<table>\n<tr>\u878d\u5408\u7b56\u7565\u505a\u6cd5\u4f18\u70b9\u7f3a\u70b9\u8c03\u53c2\u76f4\u89c9<\/tr>\n<tbody>\n<tr>\n<td>\u52a0\u6743\u878d\u5408<\/td>\n<td>\u5404\u81ea\u6253\u5206\u540e score &#061; a*vec &#043; b*kw&#xff0c;\u53d6 TopK<\/td>\n<td>\u5b9e\u73b0\u7b80\u5355\u3001\u53ef\u63a7<\/td>\n<td>\u4e24\u8def\u5206\u6570\u91cf\u7eb2\u4e0d\u540c&#xff0c;\u6743\u91cd\u96be\u8c03<\/td>\n<td>\u5148\u5404\u8dd1\u901a\u518d\u8c03 a\/b&#xff0c;\u4ece 0.5\/0.5 \u8d77\u6b65<\/td>\n<\/tr>\n<tr>\n<td>\u9012\u5f52\u878d\u5408&#xff08;RRF&#xff09;<\/td>\n<td>\u6309\u6392\u540d\u5012\u6570\u6c42\u548c \u03a3 1\/(k&#043;rank)&#xff0c;\u4e0d\u4f9d\u8d56\u5206\u6570\u7edd\u5bf9\u503c<\/td>\n<td>\u514d\u53bb\u5206\u6570\u5f52\u4e00\u5316&#xff0c;\u9c81\u68d2<\/td>\n<td>\u53ea\u770b\u6392\u540d\u4e0d\u770b\u5206\u5dee&#xff0c;\u5f31\u4fe1\u53f7\u88ab\u538b<\/td>\n<td>k \u53d6\u5e38\u91cf&#xff08;\u5982 60&#xff09;&#xff0c;\u65e0\u9700\u8bad\u7ec3<\/td>\n<\/tr>\n<tr>\n<td>\u91cd\u6392\u7edf\u4e00<\/td>\n<td>\u4e24\u8def\u7c97\u53ec\u56de\u540e\u7edf\u4e00\u9001\u91cd\u6392\u6a21\u578b\u6392\u5e8f<\/td>\n<td>\u4e0a\u9650\u6700\u9ad8\u3001\u6700\u51c6<\/td>\n<td>\u6210\u672c\u6700\u9ad8&#xff0c;\u9700\u91cd\u6392\u6a21\u578b<\/td>\n<td>\u5019\u9009\u96c6\u63a7\u5236\u5728\u6570\u5341\u91cf\u7ea7<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8c03\u53c2\u76f4\u89c9&#xff1a;\u5148\u7528\u6df7\u5408\u68c0\u7d22\u628a&#034;\u53ec\u56de\u5929\u82b1\u677f&#034;\u62ac\u9ad8&#xff08;\u89e3\u51b3&#034;\u8be5\u53ec\u56de\u7684\u6ca1\u53ec\u56de&#034;&#xff09;&#xff0c;\u518d\u7528\u7b2c\u56db\u8282\u7684\u91cd\u6392\u5728\u5019\u9009\u96c6\u4e0a\u6311&#034;\u6700\u76f8\u5173\u7684&#034;\u3002\u4e24\u4ef6\u4e8b\u5206\u5de5\u4e0d\u540c\u2014\u2014\u6df7\u5408\u7ba1&#034;\u522b\u6f0f&#034;&#xff0c;\u91cd\u6392\u7ba1&#034;\u522b\u4e71\u5e8f&#034;\u3002<\/p>\n<h3>\u56db\u3001\u91cd\u6392\u7684\u4f4d\u7f6e\u4e0e\u6536\u76ca<\/h3>\n<p>\u91cd\u6392&#xff08;rerank&#xff09;\u7684\u672c\u8d28\u662f&#xff1a;\u5148\u7528\u4fbf\u5b9c\u7684\u68c0\u7d22\u7c97\u53ec\u56de\u4e00\u6279\u5019\u9009&#xff0c;\u518d\u7528\u66f4\u8d35\u4f46\u66f4\u51c6\u7684\u6a21\u578b\u5bf9\u8fd9\u6279\u5019\u9009\u91cd\u65b0\u6392\u5e8f\u3002\u4f4d\u7f6e\u5f88\u5173\u952e\u2014\u2014\u5b83\u8dd1\u5728\u53ec\u56de\u4e4b\u540e\u3001\u751f\u6210\u4e4b\u524d&#xff0c;\u4e14\u53ea\u5728&#034;\u5019\u9009\u96c6&#034;\u4e0a\u8dd1&#xff0c;\u4e0d\u78b0\u5168\u5e93\u3002<\/p>\n<p>\u6536\u76ca\u4e0e\u6210\u672c\u7684\u7ed3\u6784&#xff1a;<\/p>\n<ul>\n<li>\u7c97\u53ec\u56de\u53ef\u4ee5\u5f88\u5bbd&#xff08;\u5982\u53d6 Top 50\u2013100&#xff09;&#xff0c;\u4fdd\u8bc1&#034;\u522b\u6f0f&#034;&#xff1b;\u91cd\u6392\u5728\u8fd9 50\u2013100 \u6761\u91cc\u7cbe\u6311 Top 5\u201310 \u7ed9\u751f\u6210\u3002\u56e0\u4e3a\u53ea\u5904\u7406\u5019\u9009\u96c6&#xff0c;\u91cd\u6392\u7684\u7b97\u529b\u6210\u672c\u53ef\u63a7&#xff0c;\u4e0d\u4f1a\u968f\u77e5\u8bc6\u5e93\u89c4\u6a21\u7ebf\u6027\u81a8\u80c0\u3002<\/li>\n<li>\u91cd\u6392\u6a21\u578b\u901a\u5e38\u6bd4\u5d4c\u5165\u6a21\u578b\u66f4&#034;\u61c2\u76f8\u5173\u6027\u5224\u65ad&#034;&#xff0c;\u80fd\u7ea0\u6b63\u5411\u91cf\u68c0\u7d22\u7684\u6392\u5e8f\u504f\u5dee&#xff08;\u4f8b\u5982\u628a\u5b57\u9762\u4e0d\u76f8\u4f3c\u4f46\u771f\u6b63\u56de\u7b54\u95ee\u9898\u7684\u7247\u6bb5\u6392\u5230\u524d\u9762&#xff09;\u3002<\/li>\n<\/ul>\n<p>\u4ec0\u4e48\u65f6\u5019\u503c\u5f97\u4e0a&#xff1a;<\/p>\n<ul>\n<li>\u77e5\u8bc6\u5e93\u89c4\u6a21\u4e2d\u7b49\u4ee5\u4e0a\u3001\u4e14\u5411\u91cf\u53ec\u56de\u7684 Top \u7ed3\u679c\u566a\u58f0\u660e\u663e\u65f6&#xff0c;\u91cd\u6392\u6536\u76ca\u6700\u5927\u3002<\/li>\n<li>\u77e5\u8bc6\u5e93\u5f88\u5c0f&#xff08;\u51e0\u5341\u5230\u51e0\u767e\u6761&#xff09;\u4e14\u67e5\u8be2\u6a21\u5f0f\u5355\u4e00\u65f6&#xff0c;\u91cd\u6392\u8fb9\u9645\u6536\u76ca\u4f4e&#xff0c;\u53ef\u6682\u7f13\u3002<\/li>\n<li>\u7ecf\u9a8c\u5224\u636e&#xff1a;\u82e5\u7c97\u53ec\u56de\u7684 Top 10 \u91cc&#034;\u771f\u6b63\u76f8\u5173&#034;\u7684\u5360\u6bd4\u4f4e\u4e8e\u67d0\u4e2a\u9608\u503c&#xff08;\u793a\u4f8b\u6570\u636e&#xff1a;&lt; 50%&#xff09;&#xff0c;\u4e0a\u91cd\u6392\u51e0\u4e4e\u4e00\u5b9a\u5212\u7b97&#xff1b;\u82e5\u5df2\u5f88\u9ad8&#xff0c;\u5148\u53bb\u4fee\u53ec\u56de\u800c\u975e\u52a0\u91cd\u6392\u3002<\/li>\n<\/ul>\n<h3>\u4e94\u3001\u56fe\u68c0\u7d22\u4e0e\u7ed3\u6784\u5316\u77e5\u8bc6<\/h3>\n<p>\u5f53\u77e5\u8bc6\u4e0d\u53ea\u662f&#034;\u6587\u6863&#034;&#xff0c;\u800c\u662f&#034;\u5b9e\u4f53\u548c\u5b83\u4eec\u4e4b\u95f4\u7684\u5173\u7cfb&#034;\u65f6&#xff0c;\u56fe\u68c0\u7d22&#xff08;\u77e5\u8bc6\u56fe\u8c31\u5f0f&#xff09;\u624d\u503c\u5f97\u8003\u8651\u3002<\/p>\n<p>\u4ec0\u4e48\u573a\u666f\u503c\u5f97&#xff1a;<\/p>\n<ul>\n<li>\u5b9e\u4f53\u5173\u7cfb\u5bc6\u96c6&#xff08;\u4eba\u3001\u7ec4\u7ec7\u3001\u4ea7\u54c1\u3001\u4e8b\u4ef6\u76f8\u4e92\u5173\u8054&#xff09;\u3002<\/li>\n<li>\u591a\u8df3\u67e5\u8be2&#xff08;A \u7684\u4e0a\u7ea7\u90e8\u95e8\u3001\u8be5\u90e8\u95e8\u7684\u9884\u7b97\u3001\u9884\u7b97\u5bf9\u5e94\u7684\u9879\u76ee&#xff09;\u3002<\/li>\n<li>\u9700\u8981\u805a\u5408\u63a8\u7406&#xff08;\u201c\u7edf\u8ba1\u67d0\u7c7b\u5b9e\u4f53\u7684\u6570\u91cf\u201d\u201c\u627e\u51fa\u6240\u6709\u6ee1\u8db3\u82e5\u5e72\u6761\u4ef6\u7684\u8282\u70b9\u201d&#xff09;\u3002<\/li>\n<\/ul>\n<p>\u5411\u91cf\u68c0\u7d22\u64c5\u957f&#034;\u627e\u76f8\u4f3c\u7247\u6bb5&#034;&#xff0c;\u4e0d\u64c5\u957f&#034;\u6cbf\u5173\u7cfb\u8df3&#034;\u548c&#034;\u8ba1\u6570\u805a\u5408&#034;\u3002\u8fd9\u7c7b\u9700\u6c42\u786c\u7528 RAG&#xff0c;\u5f80\u5f80\u8981\u9760\u7b2c\u4e94\u8282\u7684\u591a\u8df3\u5206\u89e3\u786c\u62fc&#xff0c;\u8106\u5f31\u4e14\u8d35\u3002<\/p>\n<p>\u6784\u5efa\u4ee3\u4ef7&#xff08;\u5e38\u88ab\u4f4e\u4f30&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u62bd\u53d6&#xff1a;\u4ece\u975e\u7ed3\u6784\u5316\u6587\u672c\u91cc\u62bd\u5b9e\u4f53\u4e0e\u5173\u7cfb&#xff0c;\u9700\u6a21\u578b\u6216\u89c4\u5219&#xff0c;\u8d28\u91cf\u53c2\u5dee\u3002<\/li>\n<li>\u6d88\u6b67&#xff1a;\u4e24\u4e2a&#034;\u5f20\u4f1f&#034;\u662f\u4e0d\u662f\u540c\u4e00\u4e2a\u4eba&#xff1f;\u5b9e\u4f53\u5bf9\u9f50\u662f\u957f\u671f\u5de5\u7a0b\u503a\u3002<\/li>\n<li>\u66f4\u65b0\u7ef4\u62a4&#xff1a;\u77e5\u8bc6\u53d8\u4e86&#xff0c;\u56fe\u8981\u540c\u6b65\u66f4\u65b0&#xff0c;\u5426\u5219\u56fe\u6bd4\u6587\u6863\u66f4\u5feb\u8fc7\u65f6\u3002<\/li>\n<li>schema \u6f14\u5316&#xff1a;\u5173\u7cfb\u7c7b\u578b\u4e00\u65e6\u5b9a\u9519&#xff0c;\u8fd4\u5de5\u6210\u672c\u9ad8\u3002<\/li>\n<\/ul>\n<p>\u9002\u7528\u6027\u5224\u65ad\u6e05\u5355&#xff08;\u9010\u6761\u6253\u5206&#xff0c;\u6ee1\u8db3\u591a\u6570\u624d\u4e0a&#xff09;&#xff1a;<\/p>\n<table>\n<tr>\u5224\u65ad\u9879\u662f&#xff08;\u503c\u5f97\u8003\u8651&#xff09;\u5426&#xff08;\u5148\u7528 RAG&#xff09;<\/tr>\n<tbody>\n<tr>\n<td>\u6838\u5fc3\u67e5\u8be2\u662f\u5426\u591a\u4e3a&#034;\u5b9e\u4f53\u95f4\u5173\u7cfb\/\u591a\u8df3&#034;<\/td>\n<td>\u662f<\/td>\n<td>\u591a\u4e3a\u5355\u8df3\u4e8b\u5b9e<\/td>\n<\/tr>\n<tr>\n<td>\u662f\u5426\u5e38\u9700\u8ba1\u6570\u3001\u805a\u5408\u3001\u8def\u5f84\u63a8\u7406<\/td>\n<td>\u662f<\/td>\n<td>\u591a\u4e3a&#034;\u627e\u4e00\u6bb5\u8bf4\u660e&#034;<\/td>\n<\/tr>\n<tr>\n<td>\u5b9e\u4f53\u6570\u91cf\u662f\u5426\u5927\u4e14\u5173\u7cfb\u7a33\u5b9a<\/td>\n<td>\u662f<\/td>\n<td>\u5b9e\u4f53\u5c11\u3001\u5173\u7cfb\u677e\u6563<\/td>\n<\/tr>\n<tr>\n<td>\u662f\u5426\u6709\u4e13\u4eba\u7ef4\u62a4\u62bd\u53d6\u4e0e\u6d88\u6b67<\/td>\n<td>\u662f<\/td>\n<td>\u65e0\u4eba\u7ef4\u62a4<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u66f4\u65b0\u9891\u7387\u662f\u5426\u53ef\u63a7<\/td>\n<td>\u662f<\/td>\n<td>\u9ad8\u9891\u65e0\u89c4\u5f8b\u53d8\u52a8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u82e5\u591a\u6570\u6253&#034;\u5426&#034;&#xff0c;\u56fe\u68c0\u7d22\u662f\u8fc7\u5ea6\u5de5\u7a0b\u2014\u2014\u5148\u7528\u597d\u6df7\u5408\u68c0\u7d22 &#043; \u91cd\u6392&#xff0c;\u6027\u4ef7\u6bd4\u9ad8\u5f97\u591a\u3002<\/p>\n<h3>\u516d\u3001\u6210\u672c-\u6536\u76ca\u5bf9\u7167\u8868&#xff08;\u672c\u7bc7\u6838\u5fc3\u5de5\u5177&#xff09;<\/h3>\n<p>\u628a\u4e0a\u8ff0\u6240\u6709\u624b\u6bb5\u653e\u5728\u4e00\u5f20\u8868\u91cc&#xff0c;\u6309&#034;\u89e3\u51b3\u54ea\u7c7b\u5931\u8d25 \/ \u5ef6\u8fdf\u589e\u91cf \/ \u6210\u672c\u589e\u91cf \/ \u5b9e\u65bd\u96be\u5ea6 \/ \u4f55\u65f6\u503c\u5f97\u4e0a&#034;\u6a2a\u5411\u5bf9\u6bd4&#xff0c;\u4f5c\u4e3a\u51b3\u7b56\u4f9d\u636e&#xff1a;<\/p>\n<table>\n<tr>\u624b\u6bb5\u4e3b\u8981\u89e3\u51b3\u54ea\u7c7b\u5931\u8d25\u5ef6\u8fdf\u589e\u91cf\u91cf\u7ea7\u6210\u672c\u589e\u91cf\u91cf\u7ea7\u5b9e\u65bd\u96be\u5ea6\u4f55\u65f6\u503c\u5f97\u4e0a<\/tr>\n<tbody>\n<tr>\n<td>\u67e5\u8be2\u6269\u5c55&#xff08;\u8bcd\u5178&#xff09;<\/td>\n<td>\u540c\u4e49\/\u7f29\u5199\u641c\u4e0d\u5230<\/td>\n<td>\u51e0\u4e4e\u65e0<\/td>\n<td>\u51e0\u4e4e\u65e0<\/td>\n<td>\u4f4e<\/td>\n<td>\u9886\u57df\u9ed1\u8bdd\u591a\u5373\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>\u6307\u4ee3\u6d88\u89e3<\/td>\n<td>\u591a\u8f6e\u4ee3\u8bcd\u4e22\u5931<\/td>\n<td>\u4f4e&#xff08;1 \u8c03\u7528&#xff09;<\/td>\n<td>\u4f4e<\/td>\n<td>\u4e2d<\/td>\n<td>\u591a\u8f6e\u5bf9\u8bdd\u5fc5\u505a<\/td>\n<\/tr>\n<tr>\n<td>\u591a\u67e5\u8be2\u751f\u6210<\/td>\n<td>\u590d\u5408\u95ee\u9898\u7b54\u4e0d\u5168<\/td>\n<td>\u4e2d\u9ad8&#xff08;N \u500d&#xff09;<\/td>\n<td>\u4e2d\u9ad8&#xff08;N \u500d&#xff09;<\/td>\n<td>\u4e2d<\/td>\n<td>\u590d\u5408\u591a\u89c6\u89d2\u95ee\u9898\u663e\u8457\u65f6<\/td>\n<\/tr>\n<tr>\n<td>HyDE<\/td>\n<td>\u8868\u8ff0\u5dee\u5f02\u5927\u53ec\u56de\u504f<\/td>\n<td>\u4e2d&#xff08;1 \u751f\u6210&#xff09;<\/td>\n<td>\u4e2d<\/td>\n<td>\u4e2d<\/td>\n<td>\u8bed\u4e49\u62bd\u8c61\u4e14\u6269\u5c55\u65e0\u6548\u65f6<\/td>\n<\/tr>\n<tr>\n<td>\u67e5\u8be2\u8def\u7531<\/td>\n<td>\u8d70\u9519\u77e5\u8bc6\u6e90<\/td>\n<td>\u4f4e&#xff08;1 \u5206\u7c7b&#xff09;<\/td>\n<td>\u4f4e<\/td>\n<td>\u4e2d<\/td>\n<td>\u77e5\u8bc6\u6e90\u5f02\u6784\u65f6<\/td>\n<\/tr>\n<tr>\n<td>\u6df7\u5408\u68c0\u7d22<\/td>\n<td>\u7f16\u53f7\/\u7b26\u53f7\/\u7cbe\u786e\u5931\u51c6<\/td>\n<td>\u4f4e&#xff08;\u5e76\u884c&#xff09;<\/td>\n<td>\u4f4e\u4e2d<\/td>\n<td>\u4e2d<\/td>\n<td>\u542b\u4e13\u6709\u540d\u8bcd\u5373\u5f3a\u70c8\u5efa\u8bae<\/td>\n<\/tr>\n<tr>\n<td>\u91cd\u6392<\/td>\n<td>\u7c97\u53ec\u56de\u566a\u58f0\u5927\u3001\u6392\u5e8f\u4e71<\/td>\n<td>\u4f4e&#xff08;\u4ec5\u5019\u9009\u96c6&#xff09;<\/td>\n<td>\u4e2d<\/td>\n<td>\u4e2d<\/td>\n<td>\u5019\u9009\u76f8\u5173\u7387 &lt; \u793a\u4f8b\u9608\u503c\u65f6<\/td>\n<\/tr>\n<tr>\n<td>\u56fe\u68c0\u7d22<\/td>\n<td>\u591a\u8df3\/\u805a\u5408\u63a8\u7406\u5f31<\/td>\n<td>\u89c6\u67e5\u8be2\u590d\u6742\u5ea6<\/td>\n<td>\u9ad8&#xff08;\u6784\u5efa&#043;\u7ef4\u62a4&#xff09;<\/td>\n<td>\u9ad8<\/td>\n<td>\u4e0a\u8282\u6e05\u5355\u591a\u6570\u6253&#034;\u662f&#034;\u65f6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8bfb\u8868\u8981\u70b9&#xff1a;\u5ef6\u8fdf\u548c\u6210\u672c\u589e\u91cf\u5927\u591a\u843d\u5728&#034;\u4f4e\u5230\u4e2d\u9ad8&#034;\u533a\u95f4&#xff0c;\u53ea\u6709\u56fe\u68c0\u7d22\u662f&#034;\u9ad8&#034;\u4e14\u6301\u7eed\u2014\u2014\u56e0\u4e3a\u5b83\u7684\u6210\u672c\u4e0d\u5728\u63a8\u7406\u800c\u5728\u957f\u671f\u7ef4\u62a4\u3002\u6240\u4ee5\u5f15\u5165\u987a\u5e8f\u4e0a&#xff0c;\u56fe\u68c0\u7d22\u6c38\u8fdc\u6392\u6700\u540e\u3002<\/p>\n<h3>\u4e03\u3001\u5f15\u5165\u987a\u5e8f&#xff1a;\u987a\u5e8f\u9519\u4e86\u4f1a\u6d6a\u8d39\u5927\u91cf\u65f6\u95f4<\/h3>\n<p>\u628a\u4f18\u5316\u624b\u6bb5\u6392\u4e2a\u4f18\u5148\u7ea7&#xff0c;\u4e0d\u662f&#034;\u54ea\u4e2a\u9ad8\u7ea7\u5148\u4e0a\u54ea\u4e2a&#034;&#xff0c;\u800c\u662f&#034;\u54ea\u4e2a\u5148\u4fee\u6027\u4ef7\u6bd4\u6700\u9ad8\u3001\u4e14\u662f\u540e\u9762\u624b\u6bb5\u7684\u5730\u57fa&#034;&#xff1a;<\/p>\n<li>\u5148\u4fee\u6570\u636e\u4e0e\u5207\u5206&#xff08;\u7b2c\u4e00\u5b63\u7ed3\u8bba&#xff0c;\u672c\u7bc7\u4e0d\u91cd\u8bb2&#xff09;&#xff1a;\u53ec\u56de\u4e0a\u9650\u7531\u5207\u5206\u51b3\u5b9a&#xff0c;\u5207\u5206\u70c2&#xff0c;\u540e\u9762\u5168\u767d\u642d\u3002<\/li>\n<li>\u518d\u6539\u67e5\u8be2&#xff1a;\u8bca\u65ad\u5230\u53ec\u56de\u4fa7\u95ee\u9898\u540e&#xff0c;\u5148\u4e0a\u6210\u672c\u6700\u4f4e\u3001\u6536\u76ca\u6700\u7a33\u7684\u67e5\u8be2\u6269\u5c55\u4e0e\u6307\u4ee3\u6d88\u89e3&#xff0c;\u5f80\u5f80\u5c31\u80fd\u89e3\u51b3\u4e00\u5927\u534a&#034;\u641c\u4e0d\u5230&#034;\u3002<\/li>\n<li>\u518d\u52a0\u6df7\u5408\u68c0\u7d22\u4e0e\u91cd\u6392&#xff1a;\u5f53\u5355\u8def\u5411\u91cf\u53ec\u56de\u7684\u5929\u82b1\u677f\u663e\u73b0&#xff08;\u7f16\u53f7\u3001\u7b26\u53f7\u3001\u6392\u5e8f\u566a\u58f0&#xff09;&#xff0c;\u518d\u5f15\u5165\u6df7\u5408\u4e0e\u91cd\u6392\u62ac\u9ad8\u4e0a\u9650\u3001\u51c0\u5316\u5019\u9009\u3002<\/li>\n<li>\u6700\u540e\u4e0a\u56fe\u68c0\u7d22&#xff1a;\u4ec5\u5f53\u591a\u8df3 \/ \u805a\u5408\u9700\u6c42\u786e\u51ff\u3001\u4e14\u524d\u51e0\u5c42\u90fd\u5df2\u5230\u4f4d\u4ecd\u4e0d\u6ee1\u8db3\u65f6\u3002<\/li>\n<p>\u5224\u65ad\u4f9d\u636e\u4e00\u53e5\u8bdd&#xff1a;\u4ece&#034;\u96f6\u989d\u5916\u8c03\u7528&#034;\u5230&#034;\u591a\u6b21\u8c03\u7528&#034;\u3001\u4ece&#034;\u6539\u914d\u7f6e&#034;\u5230&#034;\u5efa\u5de5\u7a0b&#034;&#xff0c;\u9010\u7ea7\u52a0\u7801&#xff1b;\u6bcf\u4e00\u7ea7\u5148\u7528\u6700\u5c0f\u6210\u672c\u7684\u624b\u6bb5\u9a8c\u8bc1\u6536\u76ca&#xff0c;\u6210\u7acb\u518d\u52a0\u7801&#xff0c;\u4e0d\u6210\u7acb\u4e0d\u6d6a\u8d39\u3002<\/p>\n<p>\u53ef\u76f4\u63a5\u5957\u7528\u7684\u5f15\u5165\u68c0\u67e5\u6e05\u5355&#xff1a;<\/p>\n<p>\u68c0\u7d22\u4f18\u5316\u5f15\u5165\u68c0\u67e5\u6e05\u5355&#xff08;\u9010\u7ea7&#xff0c;\u672a\u901a\u8fc7\u4e0d\u8fdb\u4e0b\u4e00\u7ea7&#xff09;<br \/>\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500<br \/>\n[ ] 1. \u5207\u5206\u4e0e\u6570\u636e\u5df2\u8fbe\u6807&#xff1f;&#xff08;\u53ec\u56de\u7387\u662f\u5426\u4ecd\u4f4e\u2192\u5148\u56de\u7b2c\u4e00\u5b63\u4fee\u5207\u5206&#xff09;<br \/>\n[ ] 2. \u8bca\u65ad\u8868\u8dd1\u8fc7&#xff0c;\u786e\u8ba4\u662f\u53ec\u56de\u4fa7\u800c\u975e\u751f\u6210\u4fa7&#xff1f;<br \/>\n[ ] 3. \u5df2\u4e0a\u300c\u67e5\u8be2\u6269\u5c55 &#043; \u6307\u4ee3\u6d88\u89e3\u300d\u5e76\u590d\u6d4b&#xff1f;&#xff08;\u6700\u4f4e\u6210\u672c\u624b\u6bb5\u5148\u8bd5&#xff09;<br \/>\n[ ] 4. \u4ecd\u5b58\u5728\u7f16\u53f7\/\u7b26\u53f7\/\u7cbe\u786e\u5931\u51c6&#xff1f;\u2192 \u4e0a\u6df7\u5408\u68c0\u7d22<br \/>\n[ ] 5. \u7c97\u53ec\u56de Top10 \u76f8\u5173\u7387 &lt; \u793a\u4f8b\u9608\u503c&#xff1f;\u2192 \u52a0\u91cd\u6392<br \/>\n[ ] 6. \u590d\u5408\/\u591a\u8df3\u95ee\u9898\u4ecd\u7b54\u4e0d\u5168\u4e14\u975e\u67e5\u8be2\u80fd\u89e3&#xff1f;\u2192 \u8bc4\u4f30\u591a\u67e5\u8be2\/HyDE<br \/>\n[ ] 7. \u786e\u6709\u5bc6\u96c6\u5b9e\u4f53\u5173\u7cfb&#043;\u591a\u8df3&#043;\u805a\u5408\u9700\u6c42&#xff1f;\u2192 \u8d70\u7b2c\u4e94\u8282\u6e05\u5355&#xff0c;\u591a\u6570&#034;\u662f&#034;\u624d\u4e0a\u56fe\u68c0\u7d22<br \/>\n\u7eaa\u5f8b&#xff1a;\u6bcf\u52a0\u4e00\u7ea7\u90fd\u590d\u6d4b\u53ec\u56de\u7387&#xff1b;\u4efb\u4e00\u7ea7\u65e0\u6548\u7acb\u5373\u505c&#xff0c;\u4e0d\u76f2\u76ee\u53e0\u52a0\u3002<\/p>\n<h3>\u4e00\u9875\u901f\u67e5<\/h3>\n<p>\u68c0\u7d22\u8fdb\u9636 \u00b7 \u4e00\u9875\u901f\u67e5<br \/>\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500<br \/>\n\u8bca\u65ad\u5148\u884c(\u5fc5\u505a)&#xff1a;bad case \u62ff\u51fa\u53ec\u56de\u539f\u6587\u4eba\u5de5\u770b<br \/>\n  \u4e0a\u4e0b\u6587\u91cc\u6709\u7b54\u6848\u5374\u6ca1\u7528\u2192\u751f\u6210\u4fa7(\u6539\u63d0\u793a\/\u91cd\u6392)<br \/>\n  \u4e0a\u4e0b\u6587\u91cc\u6ca1\u6709\u2192\u53ec\u56de\u4fa7(\u6539\u67e5\u8be2\/\u5207\u5206\/\u878d\u5408)<br \/>\n\u67e5\u8be2\u6539\u5199\u516d\u6cd5(\u4ece\u8f7b\u5230\u91cd)&#xff1a;<br \/>\n  \u2460\u6307\u4ee3\u6d88\u89e3(\u591a\u8f6e\u4ee3\u8bcd) \u2461\u67e5\u8be2\u6269\u5c55(\u540c\u4e49\/\u7f29\u5199) \u2462\u591a\u67e5\u8be2\u751f\u6210(\u590d\u5408)<br \/>\n  \u2463HyDE(\u5148\u5047\u7b54\u6848\u518d\u68c0) \u2464\u591a\u8df3\u5206\u89e3(\u6cbf\u5173\u7cfb\u8df3) \u2465\u67e5\u8be2\u8def\u7531(\u9009\u901a\u9053)<br \/>\n  \u4ee3\u4ef7\u4e09\u4ef6\u5957&#xff1a;\u989d\u5916\u8c03\u7528\u2191\u6210\u672c \/ \u94fe\u8def\u2191\u5ef6\u8fdf \/ \u53ef\u80fd\u504f\u79bb\u539f\u610f \u2192 \u6309\u9700\u4e0d\u5f00\u5168<br \/>\n\u6df7\u5408\u68c0\u7d22&#xff1a;\u5411\u91cf\u61c2\u610f\u601d &#043; \u5173\u952e\u8bcd\u8ba4\u5b57\u9762<br \/>\n  \u878d\u5408&#xff1a;\u52a0\u6743(\u6613\u8c03) | RRF(\u514d\u5f52\u4e00\u5316) | \u91cd\u6392\u7edf\u4e00(\u6700\u51c6\u6700\u8d35)<br \/>\n\u91cd\u6392\u4f4d\u7f6e&#xff1a;\u53ec\u56de\u540e\u3001\u751f\u6210\u524d&#xff0c;\u53ea\u8dd1\u5019\u9009\u96c6\u2192\u6210\u672c\u53ef\u63a7<br \/>\n  \u5019\u9009\u76f8\u5173\u7387&lt;\u793a\u4f8b\u9608\u503c\u65f6\u6700\u503c\u5f97\u4e0a<br \/>\n\u56fe\u68c0\u7d22&#xff1a;\u5b9e\u4f53\u5173\u7cfb\u5bc6\u96c6&#043;\u591a\u8df3&#043;\u805a\u5408\u624d\u503c&#xff1b;\u4ee3\u4ef7\u5728\u62bd\u53d6\/\u6d88\u6b67\/\u957f\u671f\u7ef4\u62a4<br \/>\n\u5f15\u5165\u987a\u5e8f(\u9010\u7ea7,\u4e0d\u901a\u8fc7\u4e0d\u8fdb\u4e0b\u4e00\u7ea7)&#xff1a;<br \/>\n  \u4fee\u5207\u5206\u6570\u636e \u2192 \u6539\u67e5\u8be2(\u6269\u5c55\/\u6307\u4ee3) \u2192 \u6df7\u5408&#043;\u91cd\u6392 \u2192 \u6700\u540e\u56fe\u68c0\u7d22<br \/>\n\u7eaa\u5f8b&#xff1a;\u6bcf\u7ea7\u90fd\u590d\u6d4b\u53ec\u56de\u7387&#xff1b;\u96f6\u989d\u5916\u8c03\u7528\u4f18\u5148&#xff1b;\u56fe\u68c0\u7d22\u6c38\u8fdc\u6700\u540e\u3002<\/p>\n<h3>\u5e38\u89c1\u5751<\/h3>\n<li>\u4e0d\u8bca\u65ad\u5c31\u4f18\u5316&#xff1a;bad case \u6ca1\u770b\u53ec\u56de\u539f\u6587&#xff0c;\u5148\u5728\u751f\u6210\u4fa7\u8c03\u63d0\u793a&#xff0c;\u7ed3\u679c\u53ec\u56de\u91cc\u6839\u672c\u6ca1\u6709\u7b54\u6848&#xff0c;\u767d\u5e72\u3002<\/li>\n<li>\u67e5\u8be2\u6539\u5199\u5168\u5f00&#xff1a;\u516d\u79cd\u624b\u6cd5\u9ed8\u8ba4\u5168\u542f\u7528&#xff0c;\u5ef6\u8fdf\u548c\u6210\u672c\u7ffb\u500d&#xff0c;\u8fd8\u56e0\u8fc7\u5ea6\u6539\u5199\u504f\u79bb\u7528\u6237\u539f\u610f\u3002<\/li>\n<li>\u628a&#034;\u6548\u679c\u5dee&#034;\u5f53\u6210\u7b97\u6cd5\u95ee\u9898&#xff1a;\u5176\u5b9e\u662f\u77e5\u8bc6\u5e93\u6ca1\u66f4\u65b0&#xff0c;\u68c0\u7d22\u518d\u5f3a\u4e5f\u53ec\u56de\u65e7\u5185\u5bb9\u3002<\/li>\n<li>HyDE \u6ee5\u7528&#xff1a;\u5728\u4e8b\u5b9e\u5f3a\u7ea6\u675f\u573a\u666f\u7528\u5047\u60f3\u7b54\u6848\u5e26\u68c0\u7d22&#xff0c;\u5047\u7b54\u6848\u5e26\u9519\u65b9\u5411&#xff0c;\u53ec\u56de\u66f4\u504f\u3002<\/li>\n<li>\u591a\u67e5\u8be2\u62c6\u592a\u591a&#xff1a;\u5b50\u67e5\u8be2\u4e0a\u5230 5\u20136 \u4e2a&#xff0c;\u5ef6\u8fdf\u6210\u672c\u7ebf\u6027\u66b4\u6da8&#xff0c;\u5408\u5e76\u8fd8\u91cd\u590d\u51b2\u7a81\u3002<\/li>\n<li>\u6df7\u5408\u68c0\u7d22\u6743\u91cd\u62cd\u8111\u888b&#xff1a;\u4e24\u8def\u5206\u6570\u91cf\u7eb2\u4e0d\u540c\u76f4\u63a5\u52a0\u6743&#xff0c;\u8c03\u4e0d\u51fa\u6548\u679c&#xff0c;\u5e94\u5148\u7528 RRF \u514d\u5f52\u4e00\u5316\u3002<\/li>\n<li>\u91cd\u6392\u5728\u5168\u96c6\u4e0a\u8dd1&#xff1a;\u8bef\u628a\u91cd\u6392\u5f53\u53ec\u56de\u7528&#xff0c;\u6210\u672c\u968f\u77e5\u8bc6\u5e93\u89c4\u6a21\u5931\u63a7\u3002<\/li>\n<li>\u5019\u9009\u96c6\u592a\u5c0f\u5c31\u91cd\u6392&#xff1a;\u7c97\u53ec\u56de\u53ea\u53d6 Top 5 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