{"id":92211,"date":"2026-08-09T18:40:43","date_gmt":"2026-08-09T10:40:43","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/92211.html"},"modified":"2026-08-09T18:40:43","modified_gmt":"2026-08-09T10:40:43","slug":"dify-%e4%b8%ad%e7%ba%a7%e5%ae%9e%e9%aa%8c%ef%bc%8810%ef%bc%89%ef%bc%9a%e7%9f%a5%e8%af%86%e5%ba%93%e6%b7%b1%e5%ba%a6%e8%b0%83%e4%bc%98-%e5%a6%82%e4%bd%95%e7%a7%91%e5%ad%a6%e8%af%84","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/92211.html","title":{"rendered":"Dify \u4e2d\u7ea7\u5b9e\u9a8c\uff0810\uff09\uff1a\u77e5\u8bc6\u5e93\u6df1\u5ea6\u8c03\u4f18\u2014\u2014\u5982\u4f55\u79d1\u5b66\u8bc4\u4f30\u68c0\u7d22\u8d28\u91cf\uff1f"},"content":{"rendered":"<h2>Dify \u4e2d\u7ea7\u5b9e\u9a8c&#xff08;10&#xff09;&#xff1a;\u77e5\u8bc6\u5e93\u6df1\u5ea6\u8c03\u4f18\u2014\u2014\u5982\u4f55\u79d1\u5b66\u8bc4\u4f30\u68c0\u7d22\u8d28\u91cf&#xff1f;<\/h2>\n<p>Dify \u5b9e\u9a8c\u7cfb\u5217 \u00b7 \u4e2d\u7ea7 10\/20 | \u5b9e\u9a8c\u7f16\u53f7&#xff1a;DIFY-102-11<\/p>\n<p>\u4e0a\u7bc7&#xff1a;Dify \u4e2d\u7ea7\u5b9e\u9a8c&#xff08;09&#xff09;&#xff1a;HTTP \u8282\u70b9\u8fdb\u9636\u2014\u2014\u5982\u4f55\u641e\u5b9a\u8ba4\u8bc1\u3001\u5206\u9875\u4e0e\u9519\u8bef\u91cd\u8bd5&#xff1f;<\/p>\n<h3>1. \u5b9e\u9a8c\u76ee\u7684<\/h3>\n<p>\u638c\u63e1\u77e5\u8bc6\u5e93\u9ad8\u7ea7\u8c03\u4f18\u7684\u65b9\u6cd5\u8bba&#xff1a;\u5206\u6bb5\u7b56\u7565&#xff08;\u56fa\u5b9a\u957f\u5ea6\/\u81ea\u5b9a\u4e49\u5206\u9694\u7b26\/\u667a\u80fd\u5206\u6bb5&#xff09;\u3001\u68c0\u7d22\u6a21\u5f0f&#xff08;\u5411\u91cf\/\u5168\u6587\/\u6df7\u5408&#xff09;\u3001Rerank \u91cd\u6392&#xff0c;\u4ee5\u53ca\u6700\u91cd\u8981\u7684\u2014\u2014\u5efa\u7acb\u68c0\u7d22\u8d28\u91cf\u8bc4\u4f30\u4f53\u7cfb\u3002\u6ca1\u6709\u8bc4\u4f30\u4f53\u7cfb\u7684\u8c03\u4f18\u5c31\u662f\u778e\u8c03&#xff1a;\u6539\u4e00\u4e2a\u53c2\u6570&#xff0c;\u597d\u4e0d\u597d&#xff0c;\u5f97\u7528\u6570\u5b57\u8bf4\u8bdd\u3002<\/p>\n<p>\u9002\u5408\u573a\u666f&#xff1a;\u4ea7\u54c1\u6587\u6863\u77e5\u8bc6\u5e93\u3001\u5ba2\u670d FAQ\u3001RAG \u95ee\u7b54\u7cfb\u7edf\u7684\u4e0a\u7ebf\u524d\u8c03\u4f18\u4e0e\u6301\u7eed\u76d1\u63a7\u3002<\/p>\n<h3>2. \u573a\u666f\u8bbe\u8ba1<\/h3>\n<p>500 \u9875\u4ea7\u54c1\u6280\u672f\u6587\u6863\u505a\u6210\u77e5\u8bc6\u5e93\u540e\u300c\u5bfc\u5165\u5373\u7528\u300d\u53ec\u56de\u7387\u4f4e\u3002\u672c\u5b9e\u9a8c\u6784\u5efa\u4e00\u4e2a\u68c0\u7d22\u8d28\u91cf\u8bc4\u4f30\u5de5\u4f5c\u6d41&#xff1a;<\/p>\n<li>\u4ee3\u7801\u8282\u70b9\u5185\u7f6e 10 \u7ec4\u6d4b\u8bd5\u7528\u4f8b&#xff08;query &#043; expected_keywords \u671f\u671b\u5173\u952e\u8bcd &#043; expected_doc \u671f\u671b\u547d\u4e2d\u6587\u6863&#xff09;&#xff1b;<\/li>\n<li>\u8fed\u4ee3\u9010\u6761&#xff1a;\u62c6\u89e3\u6d4b\u8bd5\u9879 \u2192 \u77e5\u8bc6\u5e93\u68c0\u7d22&#xff08;top_k 3&#xff09;\u2192 \u8bc4\u4f30&#xff08;\u5173\u952e\u8bcd\u547d\u4e2d\u7387 &#043; Top1 \u6587\u6863\u5339\u914d&#xff09;&#xff1b;<\/li>\n<li>\u6c47\u603b\u7efc\u5408\u8bc4\u5206&#xff0c;\u8f93\u51fa\u300c\u54ea\u4e9b\u67e5\u8be2\u53ec\u4e0d\u56de\u3001\u5e73\u5747\u5206\u591a\u5c11\u300d\u3002<\/li>\n<p>\u8f93\u5165&#xff1a;\u65e0&#xff08;\u6d4b\u8bd5\u96c6\u786c\u7f16\u7801\u5728\u4ee3\u7801\u8282\u70b9&#xff09;&#xff1b;\u8f93\u51fa&#xff1a;total_cases \/ avg_score \/ avg_keyword_rate \/ top1_matched &#043; \u6c47\u603b\u6587\u672c\u3002<\/p>\n<h3>3. \u8282\u70b9\u62d3\u6251<\/h3>\n<p>\u5f00\u59cb&#xff08;\u65e0\u53d8\u91cf&#xff09;<br \/>\n  \u2193<br \/>\n\u751f\u6210\u6d4b\u8bd5\u96c6&#xff08;Code&#xff1a;10 \u7ec4 query\/expected_keywords\/expected_doc&#xff09;<br \/>\n  \u2193<br \/>\n\u9010\u6761\u68c0\u7d22\u8bc4\u4f30&#xff08;\u8fed\u4ee3&#xff09;<br \/>\n  \u251c\u2500 \u62c6\u89e3\u6d4b\u8bd5\u9879&#xff08;Code&#xff1a;item \u2192 query \/ expected_keywords \/ expected_doc&#xff09;<br \/>\n  \u2502    \u2193<br \/>\n  \u2502  \u6280\u672f\u6587\u6863\u5e93\u68c0\u7d22&#xff08;KB&#xff0c;top_k 3&#xff0c;\u8fed\u4ee3\u5185&#xff09;<br \/>\n  \u2502    \u2193<br \/>\n  \u2502  \u8bc4\u4f30\u68c0\u7d22\u8d28\u91cf&#xff08;Code&#xff1a;keyword_rate &#043; top1_match &#043; score&#xff09;<br \/>\n  \u2193<br \/>\n\u6c47\u603b\u7efc\u5408\u8bc4\u5206&#xff08;Code&#xff09;\u2192 \u7ed3\u675f<\/p>\n<h3>4. \u5173\u952e\u914d\u7f6e<\/h3>\n<h4>4.1 \u6d4b\u8bd5\u96c6&#xff08;Code&#xff09;<\/h4>\n<p>\u6d4b\u8bd5\u7528\u4f8b\u8981\u8986\u76d6\u5178\u578b\u67e5\u8be2\u5f62\u6001&#xff1a;\u64cd\u4f5c\u7c7b&#xff08;\u91cd\u7f6e\u5bc6\u7801&#xff09;\u3001\u9519\u8bef\u7801\u7c7b&#xff08;E1001&#xff09;\u3001\u6982\u5ff5\u7c7b&#xff08;\u4ec0\u4e48\u662f RAG&#xff09;&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    test_cases <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;query&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u5982\u4f55\u91cd\u7f6e\u5bc6\u7801&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;expected_keywords&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u5bc6\u7801\u91cd\u7f6e&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5fd8\u8bb0\u5bc6\u7801&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u91cd\u7f6e\u6b65\u9aa4&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;expected_doc&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u7528\u6237\u7ba1\u7406_\u5bc6\u7801\u91cd\u7f6e&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;query&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;API \u8c03\u7528\u9891\u7387\u9650\u5236&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;expected_keywords&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;\u9650\u6d41&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;Rate Limit&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;API\u914d\u989d&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;expected_doc&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;API\u6587\u6863_\u9650\u6d41\u7b56\u7565&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;query&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u9519\u8bef\u7801 E1001 \u662f\u4ec0\u4e48&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;expected_keywords&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#034;E1001&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u9519\u8bef\u7801&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u6392\u67e5&#034;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;expected_doc&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u6392\u969c\u624b\u518c_\u9519\u8bef\u7801&#034;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token comment\"># &#8230; \u5171 10 \u7ec4<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;test_cases&#034;<\/span><span class=\"token punctuation\">:<\/span> test_cases<span class=\"token punctuation\">}<\/span><\/p>\n<h4>4.2 \u8fed\u4ee3\u5185\u77e5\u8bc6\u5e93\u68c0\u7d22<\/h4>\n<p>\u8fed\u4ee3\u5185 KB \u8282\u70b9\u9700\u8981\u4e94\u4ef6\u5957&#xff08;isInIteration\/iteration_id\/parentId\/sourcePosition\/targetPosition&#xff09;&#xff1a;<\/p>\n<p><span class=\"token punctuation\">&#8211;<\/span> <span class=\"token key atrule\">data<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token key atrule\">dataset_ids<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token punctuation\">&#8211;<\/span> 459c4981<span class=\"token punctuation\">&#8211;<\/span>6b76<span class=\"token punctuation\">&#8211;<\/span>43e7<span class=\"token punctuation\">&#8211;<\/span>b44f<span class=\"token punctuation\">&#8211;<\/span>c430f33ef035   <span class=\"token comment\"># \u4f60\u7684\u77e5\u8bc6\u5e93 ID<\/span><br \/>\n    <span class=\"token key atrule\">isInIteration<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean important\">true<\/span><br \/>\n    <span class=\"token key atrule\">iteration_id<\/span><span class=\"token punctuation\">:<\/span> iter_test<br \/>\n    <span class=\"token key atrule\">output_retrieval_result<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token boolean important\">true<\/span>            <span class=\"token comment\"># \u5fc5\u987b true&#xff0c;\u5426\u5219 result \u4e3a\u7a7a<\/span><br \/>\n    <span class=\"token key atrule\">parentId<\/span><span class=\"token punctuation\">:<\/span> iter_test<br \/>\n    <span class=\"token key atrule\">query_attachment_selector<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token key atrule\">query_variable_selector<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span>cd_split<span class=\"token punctuation\">,<\/span> query<span class=\"token punctuation\">]<\/span><br \/>\n    <span class=\"token key atrule\">retrieval_mode<\/span><span class=\"token punctuation\">:<\/span> single<br \/>\n    <span class=\"token key atrule\">score_threshold<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">0.0<\/span><br \/>\n    <span class=\"token key atrule\">title<\/span><span class=\"token punctuation\">:<\/span> \u6280\u672f\u6587\u6863\u5e93\u68c0\u7d22<br \/>\n    <span class=\"token key atrule\">top_k<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token number\">3<\/span><br \/>\n    <span class=\"token key atrule\">type<\/span><span class=\"token punctuation\">:<\/span> knowledge<span class=\"token punctuation\">&#8211;<\/span>retrieval<br \/>\n  <span class=\"token key atrule\">id<\/span><span class=\"token punctuation\">:<\/span> kb_retrieve<\/p>\n<h4>4.3 \u8bc4\u4f30\u8282\u70b9&#xff08;Code&#xff09;<\/h4>\n<p>KB \u7ed3\u679c\u4f20\u7ed9\u4ee3\u7801\u8282\u70b9&#xff0c;\u53c2\u6570\u7c7b\u578b\u5fc5\u987b\u58f0\u660e\u4e3a list&#xff08;\u68c0\u7d22\u7ed3\u679c\u662f list[dict]&#xff09;&#xff0c;\u8bc4\u5206 &#061; 0.5 \u00d7 \u5173\u952e\u8bcd\u547d\u4e2d\u7387 &#043; 0.5 \u00d7 Top1 \u6587\u6863\u5339\u914d&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span>query<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> expected_keywords<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> expected_doc<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">,<\/span> retrieved<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">import<\/span> json<br \/>\n    retrieved <span class=\"token operator\">&#061;<\/span> retrieved <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>retrieved<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    texts <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>r<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;content&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">for<\/span> r <span class=\"token keyword\">in<\/span> retrieved <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>r<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    all_text <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034; &#034;<\/span><span class=\"token punctuation\">.<\/span>join<span class=\"token punctuation\">(<\/span>texts<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        kws <span class=\"token operator\">&#061;<\/span> json<span class=\"token punctuation\">.<\/span>loads<span class=\"token punctuation\">(<\/span>expected_keywords <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#034;[]&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> Exception<span class=\"token punctuation\">:<\/span><br \/>\n        kws <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n    kws <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>k<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">for<\/span> k <span class=\"token keyword\">in<\/span> kws <span class=\"token keyword\">if<\/span> k<span class=\"token punctuation\">]<\/span><br \/>\n    hits <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">sum<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span> <span class=\"token keyword\">for<\/span> k <span class=\"token keyword\">in<\/span> kws <span class=\"token keyword\">if<\/span> k <span class=\"token keyword\">in<\/span> all_text<span class=\"token punctuation\">)<\/span><br \/>\n    keyword_rate <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>hits <span class=\"token operator\">\/<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>kws<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> kws <span class=\"token keyword\">else<\/span> <span class=\"token number\">0.0<\/span><br \/>\n    top1_title <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>retrieved<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;title&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> retrieved <span class=\"token keyword\">and<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>retrieved<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#034;&#034;<\/span><br \/>\n    top1_match <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">(<\/span>top1_title<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">and<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>expected_doc <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#034;&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">in<\/span> top1_title<span class=\"token punctuation\">.<\/span>lower<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    score <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>keyword_rate <span class=\"token operator\">*<\/span> <span class=\"token number\">0.5<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">1.0<\/span> <span class=\"token keyword\">if<\/span> top1_match <span class=\"token keyword\">else<\/span> <span class=\"token number\">0.0<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">0.5<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;eval_text&#034;<\/span><span class=\"token punctuation\">:<\/span> json<span class=\"token punctuation\">.<\/span>dumps<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">.<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span> ensure_ascii<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span>   <span class=\"token comment\"># \u5e8f\u5217\u5316\u6210 string \u4f9b\u8fed\u4ee3\u6536\u96c6<\/span><\/p>\n<h4>4.4 \u8fed\u4ee3\u8f93\u51fa\u4e0e\u6c47\u603b<\/h4>\n<p>\u8fed\u4ee3 output_selector \u53ea\u80fd\u9009\u53ef\u89c1\u7c7b\u578b&#xff08;array[object] \u6536\u96c6\u4e0d\u5230&#xff09;&#xff0c;\u6240\u4ee5\u8bc4\u4f30\u8282\u70b9\u8f93\u51fa eval_text \u5b57\u7b26\u4e32\u3001output_type: array[string]&#xff1b;\u6c47\u603b\u8282\u70b9\u518d\u9010\u4e2a json.loads \u805a\u5408&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span>results<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">import<\/span> json<br \/>\n    total <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">;<\/span> score_sum <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0.0<\/span><span class=\"token punctuation\">;<\/span> kw_sum <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0.0<\/span><span class=\"token punctuation\">;<\/span> top1_ok <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> r <span class=\"token keyword\">in<\/span> results<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            d <span class=\"token operator\">&#061;<\/span> json<span class=\"token punctuation\">.<\/span>loads<span class=\"token punctuation\">(<\/span>r<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>r<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">str<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n        <span class=\"token keyword\">except<\/span> Exception<span class=\"token punctuation\">:<\/span><br \/>\n            d <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">}<\/span><br \/>\n        total <span class=\"token operator\">&#043;&#061;<\/span> <span class=\"token number\">1<\/span><br \/>\n        score_sum <span class=\"token operator\">&#043;&#061;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">(<\/span>d<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;score&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        kw_sum <span class=\"token operator\">&#043;&#061;<\/span> <span class=\"token builtin\">float<\/span><span class=\"token punctuation\">(<\/span>d<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;keyword_hit_rate&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> d<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;top1_match&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            top1_ok <span class=\"token operator\">&#043;&#061;<\/span> <span class=\"token number\">1<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#034;total_cases&#034;<\/span><span class=\"token punctuation\">:<\/span> total<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;avg_score&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>score_sum <span class=\"token operator\">\/<\/span> total<span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> total <span class=\"token keyword\">else<\/span> <span class=\"token number\">0.0<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;avg_keyword_rate&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>kw_sum <span class=\"token operator\">\/<\/span> total<span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> total <span class=\"token keyword\">else<\/span> <span class=\"token number\">0.0<\/span><span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;top1_matched&#034;<\/span><span class=\"token punctuation\">:<\/span> top1_ok<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#034;summary_text&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;\u68c0\u7d22\u8d28\u91cf\u8bc4\u4f30&#xff1a;\u5171 {} \u7ec4\u7528\u4f8b&#xff0c;\u7efc\u5408\u8bc4\u5206 {}&#xff0c;\u5173\u952e\u8bcd\u547d\u4e2d\u7387\u5747\u503c {}&#xff0c;Top1 \u6587\u6863\u5339\u914d {} \u7ec4&#034;<\/span><span class=\"token punctuation\">.<\/span><span class=\"token builtin\">format<\/span><span class=\"token punctuation\">(<\/span><br \/>\n            total<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>score_sum <span class=\"token operator\">\/<\/span> total<span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> total <span class=\"token keyword\">else<\/span> <span class=\"token number\">0.0<\/span><span class=\"token punctuation\">,<\/span><br \/>\n            <span class=\"token builtin\">round<\/span><span class=\"token punctuation\">(<\/span>kw_sum <span class=\"token operator\">\/<\/span> total<span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">if<\/span> total <span class=\"token keyword\">else<\/span> <span class=\"token number\">0.0<\/span><span class=\"token punctuation\">,<\/span> top1_ok<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<h3>5. \u8fd0\u884c\u9a8c\u8bc1<\/h3>\n<table>\n<tr>\u68c0\u67e5\u9879\u9884\u671f\u5b9e\u6d4b<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">total_cases<\/td>\n<td align=\"left\">10<\/td>\n<td align=\"left\">10<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">avg_keyword_rate<\/td>\n<td align=\"left\">0~1 \u4e4b\u95f4&#xff0c;\u53cd\u6620\u5173\u952e\u8bcd\u53ec\u56de\u6c34\u5e73<\/td>\n<td align=\"left\">\u89c6\u77e5\u8bc6\u5e93\u8d28\u91cf\u800c\u5b9a<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">top1_matched<\/td>\n<td align=\"left\">\u671f\u671b\u6587\u6863\u547d\u4e2d Top1 \u7684\u7ec4\u6570<\/td>\n<td align=\"left\">\u89c6\u77e5\u8bc6\u5e93\u8d28\u91cf\u800c\u5b9a<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">summary_text<\/td>\n<td align=\"left\">\u300c\u5171 10 \u7ec4\u7528\u4f8b&#xff0c;\u7efc\u5408\u8bc4\u5206 X&#xff0c;\u5173\u952e\u8bcd\u547d\u4e2d\u7387\u5747\u503c Y&#xff0c;Top1 \u6587\u6863\u5339\u914d Z \u7ec4\u300d<\/td>\n<td align=\"left\">\u4e0e\u9884\u671f\u4e00\u81f4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8c03\u4f18\u95ed\u73af&#xff1a;\u8dd1\u51fa\u57fa\u7ebf \u2192 \u8c03\u6574\u77e5\u8bc6\u5e93\u5206\u6bb5\u7b56\u7565\/TopK\/\u662f\u5426\u5f00 Rerank \u2192 \u91cd\u8dd1\u540c\u4e00\u6d4b\u8bd5\u96c6 \u2192 \u5bf9\u6bd4 avg_score\u3002\u5206\u6570\u4e0a\u5347\u8bf4\u660e\u6539\u5bf9\u4e86\u2014\u2014\u8fd9\u5c31\u662f\u300c\u8bc4\u4f30\u6bd4\u914d\u7f6e\u91cd\u8981\u300d\u7684\u843d\u5730\u65b9\u5f0f\u3002<\/p>\n<h3>6. \u91c7\u5751\u70b9<\/h3>\n<table>\n<tr>\u5751\u73b0\u8c61\u4fee\u590d<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">KB \u7ed3\u679c\u4f20\u7ed9 code \u7b7e\u540d\u5199 str<\/td>\n<td align=\"left\">\u8fd0\u884c\u62a5 &#039;list&#039; object has no attribute &#8230;<\/td>\n<td align=\"left\">\u53c2\u6570\u7c7b\u578b\u58f0\u660e list&#xff0c;\u7528 r.get(&#034;content&#034;, &#034;&#034;) \u63d0\u53d6<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u5fd8\u4e86 output_retrieval_result<\/td>\n<td align=\"left\">[kb, result] \u8fd4\u56de\u7a7a&#xff0c;\u8bc4\u4f30\u5168 0<\/td>\n<td align=\"left\">\u8bbe\u4e3a true&#xff0c;\u7ed3\u679c\u624d\u662f\u7ed3\u6784\u5316 list[dict]<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u628a Rerank \u5f53\u5de5\u4f5c\u6d41\u8282\u70b9<\/td>\n<td align=\"left\">\u627e\u4e0d\u5230 rerank \u8282\u70b9\u7c7b\u578b<\/td>\n<td align=\"left\">Rerank \u662f\u77e5\u8bc6\u5e93\u68c0\u7d22\u8bbe\u7f6e&#xff08;dataset \u5c42\u9762 reranking_enable &#043; reranking_model&#xff09;&#xff0c;\u4e0d\u5728\u5de5\u4f5c\u6d41\u91cc\u914d\u7f6e<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u8fed\u4ee3 output_selector \u9009 array[object]<\/td>\n<td align=\"left\">\u8fed\u4ee3\u8f93\u51fa\u4e3a\u7a7a\u6570\u7ec4<\/td>\n<td align=\"left\">\u8bc4\u4f30\u8282\u70b9\u8f93\u51fa json.dumps \u5b57\u7b26\u4e32&#xff0c;output_type: array[string]<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u6d4b\u8bd5\u96c6\u8d85\u8fc7 30 \u7ec4<\/td>\n<td align=\"left\">\u8fed\u4ee3\u62a5 then length of var &#034;item&#034; must be less than 30 elements<\/td>\n<td align=\"left\">\u6d4b\u8bd5\u96c6\u7559\u4f59\u91cf&#xff08;\u672c\u5b9e\u9a8c 10 \u7ec4&#xff09;<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u79cd\u5b50\u6587\u6863\u4e0d\u542b\u6d4b\u8bd5\u5173\u952e\u8bcd<\/td>\n<td align=\"left\">\u5173\u952e\u8bcd\u547d\u4e2d\u7387\u6052 0&#xff0c;\u8bef\u5224\u300c\u68c0\u7d22\u574f\u4e86\u300d<\/td>\n<td align=\"left\">\u6d4b\u8bd5\u96c6\u4e0e\u77e5\u8bc6\u5e93\u79cd\u5b50\u6587\u6863\u5bf9\u9f50&#xff0c;\u5148\u9a8c\u8bc1\u6570\u636e\u518d\u8c03\u53c2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&#x1f4a1; \u8c03\u4f18\u987a\u5e8f\u5efa\u8bae&#xff1a;\u2460 \u5148\u4fdd\u8bc1\u6587\u6863\u8d28\u91cf&#xff08;\u9884\u5904\u7406\u6e05\u6d17\u3001\u5206\u6bb5\u8bed\u4e49\u5b8c\u6574&#xff09;\u2014\u2014\u5783\u573e\u8fdb\u5783\u573e\u51fa&#xff1b;\u2461 \u518d\u9009\u68c0\u7d22\u6a21\u5f0f&#xff08;\u6df7\u5408 &gt; \u5355\u4e00&#xff0c;\u6709 rerank \u6a21\u578b\u5c31\u5f00&#xff09;&#xff1b;\u2462 \u6700\u540e\u8c03 TopK\/Score \u9608\u503c&#xff0c;\u6bcf\u6b21\u53ea\u6539\u4e00\u4e2a\u53d8\u91cf\u5e76\u7528\u540c\u4e00\u6d4b\u8bd5\u96c6\u56de\u5f52\u3002<\/p>\n<h3>7. \u5b9e\u9a8c\u6587\u6863\u53ca\u6e90\u7801\u83b7\u53d6<\/h3>\n<ul>\n<li>\u5b9e\u9a8c\u6587\u6863&#xff08;\u5b8c\u6574\u64cd\u4f5c\u6b65\u9aa4&#xff09;&#xff1a;DIFY-11&#xff1a;\u77e5\u8bc6\u5e93\u6df1\u5ea6\u8c03\u4f18.md<\/li>\n<li>\u6e90\u7801&#xff08;\u53ef\u76f4\u63a5\u5bfc\u5165&#xff09;&#xff1a;dify102_11_\u77e5\u8bc6\u5e93\u8c03\u4f18\u8bc4\u4f30.yml<\/li>\n<\/ul>\n<p>\u6587\u7ae0\u805a\u7126\u6838\u5fc3\u914d\u7f6e\u4e0e\u91c7\u5751\u70b9&#xff1b;\u5b9e\u9a8c\u7684\u5b8c\u6574\u5206\u6b65\u64cd\u4f5c&#xff08;\u8282\u70b9\u642d\u5efa\/\u53c2\u6570\u8868\/\u8c03\u8bd5\u6307\u5f15&#xff09;\u89c1\u5b9e\u9a8c\u6587\u6863\u539f\u6587\u3002<\/p>\n<hr \/>\n<p>\u4e0b\u4e00\u7bc7&#xff1a;Dify \u4e2d\u7ea7\u5b9e\u9a8c&#xff08;11&#xff09;&#xff1a;\u9ad8\u7ea7 RAG \u6d41\u6c34\u7ebf\u2014\u2014\u5982\u4f55\u642d\u5efa\u591a\u8def\u68c0\u7d22\u4e0e\u7cbe\u6392&#xff1f;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dify 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