{"id":16804,"date":"2024-12-31T11:51:01","date_gmt":"2024-12-31T03:51:01","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=16804"},"modified":"2025-01-05T09:31:23","modified_gmt":"2025-01-05T01:31:23","slug":"duilianggedaanjinbiao","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/duilianggedaanjinbiao\/","title":{"rendered":"\u5bf9\u4e24\u4e2a\u7b54\u6848\u8fdb\u884c\u591a\u7ef4\u5ea6\u6b63\u5411\u8bc4\u5206\uff0c\u6709\u5229\u4e8e\u5224\u65ad\u6700\u4f73\u7b54\u6848\u3002"},"content":{"rendered":"<p>LangChain Hub \u4e2d\u6587\u533a\u6392\u540d\u7b2c\u4e00\u7684\u63d0\u793a\u8bcd\u3002\u5728\u4e00\u5e74\u591a\u524d\u53d1\u5e03\uff0c\u5728\u6574\u4f53\u8bc4\u4f30\u4e0d\u540cRAG\u7b56\u7565\u7efc\u5408\u8bc4\u5206\u65f6\u4f7f\u7528\u3002\u88ab\u7ffb\u8bd1\u6539\u9020\u6210\u4e86\u591a\u79cd\u8bed\u8a00\u4f7f\u7528\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u4f7f\u7528\u5e2e\u52a9<\/strong><\/p>\n<p>\u5047\u8bbe\u4e24\u4e2a\u7b54\u6848\u90fd\u6b63\u786e\u7684\u60c5\u51b5\u4e0b\uff0c\u8bc4\u4f30\u54ea\u4e2a\u7b54\u6848\u66f4\u597d\u3002\u4ee5\u7efc\u5408\u8bc4\u5206\u5dee\u5f02\u5927\u4e8e1\u4e3a\u51c6\uff0c\u8bc4\u4f30\u54ea\u4e9b\u7b54\u6848&#8221;\u53ef\u80fd&#8221;\u6709\u95ee\u9898\u3002 \u5bf9\u4e8e\u5927\u6982\u7387\u6b63\u786e\u7684\u7b54\u6848\uff0c\u53ef\u4ee5\u653e\u5fc3\u8986\u76d6\u77e5\u8bc6\u5e93\u3002<\/p>\n<p><strong>\u5e94\u7528\u9886\u57df\uff1a<\/strong><\/p>\n<ol>\n<li>\u7528\u4e8e\u8bc4\u4f30\u4e0d\u540c\u7684&#8221;\u63d0\u53d6QA\u5bf9\u63d0\u793a\u8bcd&#8221;\uff0c\u54ea\u4e2a\u63d0\u793a\u8bcd\u66f4\u597d\u3002<\/li>\n<li>\u7528\u4e8e\u8bc4\u4f30\u53c2\u8003\u7b54\u6848\u4f5c\u4e3a\u57fa\u7840\u6807\u51c6\u7b54\u6848\u65f6\uff0c\u5b66\u751f\u7b54\u6848(\u65b0\u7684RAG\u7b56\u7565)\u662f\u5426\u66f4\u597d<\/li>\n<\/ol>\n<p>\u66f4\u597d\u7684\u5b9a\u4e49\u5bb9\u6613\u4ea7\u751f\u4ee5\u4e0b\u8bef\u89e3\uff1a \u7b54\u6848\u7edd\u5bf9\u6b63\u786e\u3001\u7ec6\u8282\u4e30\u5bcc\u3001\u56de\u7b54\u7b80\u6d01\u3001\u601d\u8003\u8fc7\u7a0b\u5b8c\u6574<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u4e2d\u6587\u6307\u4ee4<\/strong><\/p>\n<pre>\u4f60\u5bf9\u5b66\u751f\u63d0\u95ee\uff0c\u5b66\u751f\u7ed9\u51fa\u4e86\u7b54\u6848\uff0c\u4f60\u8981\u5bf9\u53c2\u8003\u7b54\u6848\u548c\u5b66\u751f\u7b54\u6848\u5206\u522b\u8bc4\u5206\u3002\r\n\u60a8\u5fc5\u987b\u6839\u636e\u76f8\u5173\u5ea6\u3001\u5b8c\u6574\u5ea6\u3001\u8bed\u4e49\u6e05\u6670\u5ea6\u548c\u6b67\u4e49\u5ea6\u5206\u522b\u5bf9\u4e24\u4e2a\u7b54\u6848\u8fdb\u884c\u8bc4\u5206\u3002\r\n\u6700\u540e\u7ed9\u4e24\u4e2a\u7b54\u6848\u8fdb\u884c\u7efc\u5408\u8bc4\u5206\u3002\r\n\\n\\n\r\n\u63d0\u95ee\uff1a\r\n\"\"\"\r\n{question}\r\n\"\"\"\r\n\\n\\n\r\n\u8bf7\u5bf9\u4ee5\u4e0b\u7b54\u6848\u7ed9\u51fa\u6570\u5b571~100\u4e4b\u95f4\u8bc4\u5206\uff1a\r\n\\n\\n\r\n\u53c2\u8003\u7b54\u6848\uff1a\r\n\"\"\"\r\n{reference_answer}\r\n\"\"\"\r\n\\n\r\n\u5b66\u751f\u7b54\u6848\uff1a\r\n\"\"\"\r\n{student_answer}\r\n\"\"\"\r\n\\n\\n\r\n\u4e3a\u6bcf\u4e2a\u503c\u8d4b\u4e881~100\u4e4b\u95f4\u8bc4\u5206\uff0c\u4ee5JSON\u683c\u5f0f\u56de\u590d,\u4e0d\u8981\u5176\u4ed6\u89e3\u91ca\uff1a\r\n```json\r\n\"\u53c2\u8003\u7b54\u6848\": \r\n\"\u76f8\u5173\u5ea6\": \r\n\"\u5b8c\u6574\u5ea6\": \r\n\"\u8bed\u4e49\u6e05\u6670\u5ea6\": \r\n\"\u6b67\u4e49\u5ea6: \r\n\"\u7efc\u5408\u8bc4\u5206\":\r\n\r\n\"\u5b66\u751f\u7b54\u6848\": \r\n\"\u76f8\u5173\u5ea6\": \r\n\"\u5b8c\u6574\u5ea6\": \r\n\"\u8bed\u4e49\u6e05\u6670\u5ea6\": \r\n\"\u6b67\u4e49\u5ea6\": \r\n\"\u7efc\u5408\u8bc4\u5206\": \r\n```<\/pre>\n","protected":false},"excerpt":{"rendered":"<p>LangChain Hub \u4e2d\u6587\u533a\u6392\u540d\u7b2c\u4e00\u7684\u63d0\u793a\u8bcd\u3002\u5728\u4e00\u5e74\u591a\u524d\u53d1\u5e03\uff0c\u5728\u6574\u4f53\u8bc4\u4f30\u4e0d\u540cRAG\u7b56\u7565\u7efc\u5408\u8bc4\u5206\u65f6\u4f7f\u7528\u3002\u88ab\u7ffb\u8bd1\u6539\u9020\u6210\u4e86\u591a\u79cd\u8bed\u8a00\u4f7f\u7528\u3002 &nbsp; 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