{"id":34941,"date":"2025-08-04T16:28:32","date_gmt":"2025-08-04T08:28:32","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=34941"},"modified":"2025-08-04T16:29:16","modified_gmt":"2025-08-04T08:29:16","slug":"ragflow-wendangqiepian","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/ragflow-wendangqiepian\/","title":{"rendered":"RAGFlow \u6587\u6863\u5207\u7247\u65b9\u6cd5\u7684\u57fa\u51c6\u6d4b\u8bd5\u4e0e\u5bf9\u6bd4"},"content":{"rendered":"<p>\u5728\u6784\u5efa\u57fa\u4e8e\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u7684\u77e5\u8bc6\u5e93\u5e94\u7528\u65f6\uff0c\u6587\u6863\u7684\u9884\u5904\u7406\u548c\u5207\u7247\uff08Chunking\uff09\u662f\u51b3\u5b9a\u6700\u7ec8\u68c0\u7d22\u6548\u679c\u7684\u5173\u952e\u4e00\u6b65\u3002\u5f00\u6e90 <a href=\"https:\/\/www.kdjingpai.com\/rag\/\">RAG<\/a> \u5f15\u64ce\u00a0<code><a href=\"https:\/\/www.kdjingpai.com\/ragflow\/\">RAGFlow<\/a><\/code>\u00a0\u63d0\u4f9b\u4e86\u591a\u79cd\u5207\u7247\u7b56\u7565\uff0c\u4f46\u5176\u5b98\u65b9\u6587\u6863\u5728\u65b9\u6cd5\u7ec6\u8282\u548c\u5177\u4f53\u6848\u4f8b\u4e0a\u7f3a\u4e4f\u6e05\u6670\u8bf4\u660e\uff0c\u7ed9\u5f00\u53d1\u8005\u5e26\u6765\u8bf8\u591a\u56f0\u60d1\u3002<\/p>\n<p>\u672c\u6587\u901a\u8fc7\u4e00\u7cfb\u5217\u7684\u57fa\u51c6\u6d4b\u8bd5\uff0c\u65e8\u5728\u6df1\u5165\u5256\u6790\u00a0<code>RAGFlow<\/code>\u00a0\u4e2d\u4e0d\u540c\u5207\u7247\u65b9\u6cd5\u7684\u5de5\u4f5c\u673a\u5236\u4e0e\u6838\u5fc3\u5dee\u5f02\u3002\u6d4b\u8bd5\u5c06\u56f4\u7ed5\u4ee5\u4e0b\u51e0\u4e2a\u5e38\u89c1\u95ee\u9898\u5c55\u5f00\uff1a<\/p>\n<ul>\n<li>\u6587\u6863\u7684\u7ae0\u8282\u76ee\u5f55\u5728\u5207\u7247\u65f6\u5982\u4f55\u5904\u7406\uff1f\u4f1a\u4f5c\u4e3a\u72ec\u7acb\u7684\u5757\uff0c\u8fd8\u662f\u4e0e\u6b63\u6587\u5408\u5e76\uff1f<\/li>\n<li>\u5d4c\u5165\u5728\u6b63\u6587\u4e2d\u7684\u56fe\u7247\uff0c\u5728\u5207\u7247\u65f6\u4f1a\u5982\u4f55\u5f52\u5c5e\uff1f<\/li>\n<li><code>MANUAL<\/code>\u3001<code>BOOK<\/code>\u3001<code>LAWS<\/code>\u00a0\u7b49\u5207\u7247\u65b9\u6cd5\u7684\u5177\u4f53\u5207\u5206\u4f9d\u636e\u662f\u4ec0\u4e48\uff1f<\/li>\n<li><code>TABLE<\/code>\u00a0\u65b9\u6cd5\u5728\u6309\u884c\u5207\u7247\u65f6\uff0c\u5982\u4f55\u786e\u4fdd\u6bcf\u884c\u6570\u636e\u90fd\u4fdd\u7559\u8868\u5934\u4fe1\u606f\uff1f<\/li>\n<li><code>QA<\/code>\u00a0\u5207\u7247\u65b9\u6cd5\u662f\u5426\u53ef\u4ee5\u88ab\u00a0<code>TABLE<\/code>\u00a0\u65b9\u6cd5\u66ff\u4ee3\uff1f<\/li>\n<\/ul>\n<p><code>RAGFlow<\/code>\u00a0\u7684\u5207\u7247\u65b9\u6cd5\u53ef\u4ee5\u5927\u81f4\u5206\u4e3a\u4ee5\u4e0b\u51e0\u7c7b\uff1a<\/p>\n<ol>\n<li><strong>\u901a\u7528\u65b9\u6cd5 (<code>General<\/code>)<\/strong>: \u8986\u76d6\u6240\u6709\u6587\u4ef6\u7c7b\u578b\uff0c\u57fa\u4e8e\u201c\u957f\u5ea6+\u5206\u9694\u7b26\u201d\u8fdb\u884c\u5207\u5206\uff0c\u9002\u7528\u6027\u5e7f\uff0c\u4f46\u7cbe\u5ea6\u8f83\u4f4e\u3002<\/li>\n<li><strong>\u6587\u6863\u7ed3\u6784\u5316\u65b9\u6cd5 (<code>MANUAL<\/code>,\u00a0<code>BOOK<\/code>,\u00a0<code>LAWS<\/code>)<\/strong>: \u9488\u5bf9\u5177\u6709\u6e05\u6670\u5c42\u7ea7\u7ed3\u6784\u7684\u6587\u6863\uff08\u5982 DOCX\u3001PDF\uff09\uff0c\u4f9d\u636e\u5176\u76ee\u5f55\u6216\u7279\u5b9a\u6807\u8bb0\u8fdb\u884c\u5207\u7247\u3002<\/li>\n<li><strong>\u8868\u683c\u7ed3\u6784\u5316\u65b9\u6cd5 (<code>TABLE<\/code>,\u00a0<code>QA<\/code>)<\/strong>: \u9488\u5bf9\u8868\u683c\u6570\u636e\uff08\u5982 XLSX\uff09\uff0c\u6309\u884c\u6216\u7279\u5b9a\u5217\u8fdb\u884c\u5904\u7406\u3002<\/li>\n<li><strong>\u7279\u5b9a\u573a\u666f\u65b9\u6cd5 (<code>ONE<\/code>,\u00a0<code>RESUME<\/code>,\u00a0<code>PAPER<\/code>,\u00a0<code>PRESENTATION<\/code>)<\/strong>: \u4e3a\u5355\u4e00\u6587\u6863\u3001\u7b80\u5386\u3001\u8bba\u6587\u548c\u6f14\u793a\u6587\u7a3f\u7b49\u7279\u6b8a\u7528\u9014\u8bbe\u8ba1\u3002<\/li>\n<\/ol>\n<p>\u672c\u6b21\u5206\u6790\u5c06\u91cd\u70b9\u805a\u7126\u4e8e\u6700\u5e38\u7528\u4e14\u6700\u6613\u6df7\u6dc6\u7684\u201c\u6587\u6863\u7ed3\u6784\u5316\u65b9\u6cd5\u201d\u548c\u201c\u8868\u683c\u7ed3\u6784\u5316\u65b9\u6cd5\u201d\u3002<\/p>\n<h3>\u6309\u6587\u6863\u7ed3\u6784\u5207\u7247\uff1aMANUAL\u3001BOOK\u3001LAWS<\/h3>\n<p>\u8fd9\u4e09\u79cd\u65b9\u6cd5\u90fd\u9002\u7528\u4e8e\u5904\u7406\u7ed3\u6784\u5316\u6587\u6863\uff0c\u4f46\u5176\u5207\u7247\u903b\u8f91\u548c\u7c92\u5ea6\u5404\u4e0d\u76f8\u540c\u3002\u4e3a\u4e86\u76f4\u89c2\u5bf9\u6bd4\uff0c\u6d4b\u8bd5\u9009\u7528\u201c\u4e2d\u534e\u4eba\u6c11\u5171\u548c\u56fd\u7a0e\u6536\u5f81\u6536\u7ba1\u7406\u6cd5.docx\u201d\u4f5c\u4e3a\u6837\u672c\uff0c\u8be5\u6587\u6863\u5305\u542b\u6e05\u6670\u7684\u7ae0\u8282\u7ed3\u6784\u3002<\/p>\n<p>\u539f\u59cb\u6587\u6863\u7ed3\u6784\u622a\u53d6\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/354db85f538f07d.png\" alt=\"\" \/><\/p>\n<h4>MANUAL \u65b9\u6cd5\uff1a\u57fa\u4e8e\u201c\u6807\u9898\u201d\u6837\u5f0f<\/h4>\n<p><code>MANUAL<\/code>\u00a0\u65b9\u6cd5\u4e25\u683c\u4f9d\u636e Word \u6216 PDF \u4e2d\u5b9a\u4e49\u7684\u201c\u6807\u9898\u201d\u6837\u5f0f\uff08\u5982 Heading 1, Heading 2\uff09\u6765\u5206\u5272\u6587\u6863\u3002\u5b83\u4f1a\u5207\u5206\u5230\u6700\u7ec6\u7c92\u5ea6\u7684\u6807\u9898\u5c42\u7ea7\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4ec5\u6709\u201c\u6837\u5f0f\u201d\u88ab\u8bc6\u522b\u4e3a\u6807\u9898\u7684\u6587\u672c\u624d\u4f1a\u89e6\u53d1\u5207\u5206\uff0c\u666e\u901a\u52a0\u7c97\u6216\u653e\u5927\u5b57\u4f53\u7684\u6587\u672c\uff08\u5982\u6587\u4e2d\u7684\u201c\u7b2c\u5341\u4e94\u6761\u201d\u3001\u201c\u7b2c\u5341\u516d\u6761\u201d\uff09\u4f1a\u88ab\u89c6\u4e3a\u6b63\u6587\u3002<\/p>\n<p>\u6d4b\u8bd5\u6587\u6863\u4f7f\u7528\u00a0<code>MANUAL<\/code>\u00a0\u65b9\u6cd5\u7684\u5207\u7247\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/4b705757ed11d16.png\" alt=\"\" \/><\/p>\n<p>\u5206\u6790\u7ed3\u679c\u663e\u793a\uff0c\u6587\u6863\u5171\u88ab\u5207\u5206\u4e3a 6 \u4e2a\u5757\uff08Chunk\uff09\u3002\u6bcf\u4e2a\u5185\u5bb9\u5757\u90fd\u4f1a\u5b8c\u6574\u5730\u7ee7\u627f\u5176\u6240\u6709\u4e0a\u7ea7\u76ee\u5f55\u7684\u6807\u9898\uff0c\u76f4\u81f3\u6587\u6863\u7684\u6839\u6807\u9898\u3002\u4f8b\u5982\uff0c&#8221;\u7b2c\u4e8c\u7ae0 \u7a0e\u52a1\u7ba1\u7406&#8221; \u4e0b\u7684\u5185\u5bb9\u5757\uff0c\u4f1a\u5305\u542b\u201c\u4e2d\u534e\u4eba\u6c11\u5171\u548c\u56fd\u7a0e\u6536\u5f81\u6536\u7ba1\u7406\u6cd5\u201d\u548c\u201c\u7b2c\u4e8c\u7ae0 \u7a0e\u52a1\u7ba1\u7406\u201d\u4e24\u4e2a\u6807\u9898\u3002<\/p>\n<p>\u5982\u679c\u9876\u7ea7\u6807\u9898\u4e0b\u5b58\u5728\u76f4\u63a5\u9644\u5c5e\u7684\u6b63\u6587\u5185\u5bb9\uff0c\u8fd9\u90e8\u5206\u5185\u5bb9\u4e5f\u4f1a\u88ab\u5355\u72ec\u5207\u5206\u4e3a\u4e00\u4e2a\u5757\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/162b15215e3705f.png\" alt=\"\" \/><\/p>\n<h4>BOOK \u65b9\u6cd5\uff1a\u57fa\u4e8e\u201c\u76ee\u5f55+\u6bb5\u843d\u201d<\/h4>\n<p><code>BOOK<\/code>\u00a0\u65b9\u6cd5\u91c7\u7528\u4e00\u79cd\u66f4\u6df1\u5ea6\u7684\u8bed\u4e49\u5207\u5206\u7b56\u7565\u3002\u5b83\u9996\u5148\u6309\u7ae0\u8282\u76ee\u5f55\u5206\u5272\uff0c\u7136\u540e\u5bf9\u6bcf\u4e2a\u7ae0\u8282\u5185\u7684\u6b63\u6587\u5185\u5bb9\u8fdb\u4e00\u6b65\u6309\u8bed\u4e49\uff08\u5b50\u4e3b\u9898\u6216\u6bb5\u843d\uff09\u8fdb\u884c\u5207\u5206\u3002\u8fd9\u4f7f\u5f97\u00a0<code>BOOK<\/code>\u00a0\u65b9\u6cd5\u7684\u5207\u7247\u7c92\u5ea6\u5728\u4e09\u8005\u4e2d\u6700\u7ec6\u3002<\/p>\n<p>\u4f7f\u7528\u00a0<code>BOOK<\/code>\u00a0\u65b9\u6cd5\u5904\u7406\u540c\u4e00\u6587\u6863\uff0c\u7ed3\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/ae62b794ddf429e.png\" alt=\"\" \/><\/p>\n<p>\u4e0e\u00a0<code>MANUAL<\/code>\u00a0\u65b9\u6cd5\u7684\u6838\u5fc3\u533a\u522b\u5728\u4e8e\uff0c\u201c\u7b2c\u5341\u4e94\u6761\u201d\u4e0b\u7684\u4e09\u4e2a\u6bb5\u843d\u88ab\u7cbe\u7ec6\u5730\u5207\u5206\u6210\u4e86 3 \u4e2a\u72ec\u7acb\u7684\u5757\u3002\u6574\u4e2a\u6587\u6863\u6700\u7ec8\u88ab\u5207\u5206\u4e3a 128 \u4e2a\u5757\u3002<\/p>\n<p>\u5728\u4e0a\u4e0b\u6587\u7ee7\u627f\u65b9\u9762\uff0c<code>BOOK<\/code>\u00a0\u65b9\u6cd5\u7684\u6bcf\u4e2a\u5757\u540c\u6837\u4f1a\u5305\u542b\u5176\u4e0a\u7ea7\u76ee\u5f55\u6807\u9898\uff0c\u4f46\u4e0e\u00a0<code>MANUAL<\/code>\u00a0\u4e0d\u540c\uff0c\u5b83\u4e0d\u5305\u542b\u6587\u6863\u7684\u9876\u7ea7\u6807\u9898\u3002\u8fd9\u79cd\u8bbe\u8ba1\u53ef\u80fd\u66f4\u9002\u5408\u5728\u68c0\u7d22\u4e2d\u805a\u7126\u4e8e\u5177\u4f53\u7684\u7ae0\u8282\u5185\u5bb9\uff0c\u800c\u975e\u6574\u4e2a\u6587\u6863\u7684\u80cc\u666f\u3002<\/p>\n<h4>LAWS \u65b9\u6cd5\uff1a\u57fa\u4e8e\u201c\u7ae0\u8282\u6761\u6b3e\u201d\u6807\u8bb0<\/h4>\n<p><code>LAWS<\/code>\u00a0\u65b9\u6cd5\u4e13\u4e3a\u6cd5\u5f8b\u6216\u89c4\u5b9a\u7c7b\u6587\u6863\u8bbe\u8ba1\uff0c\u5b83\u901a\u8fc7\u6b63\u5219\u8868\u8fbe\u5f0f\u8bc6\u522b\u201c\u7b2c X \u7ae0\u201d\u3001\u201c\u7b2c X \u6761\u201d\u7b49\u7279\u5b9a\u6807\u8bb0\u8fdb\u884c\u5207\u5206\uff0c\u800c\u5ffd\u7565\u6587\u672c\u7684\u201c\u6807\u9898\u201d\u6837\u5f0f\u6216\u76ee\u5f55\u5c42\u7ea7\u3002<\/p>\n<p>\u4f7f\u7528\u00a0<code>LAWS<\/code>\u00a0\u65b9\u6cd5\u5904\u7406\u8be5\u6587\u6863\uff0c\u5207\u7247\u7ed3\u679c\u4e3a 87 \u4e2a\u5757\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/03649ae8e7231fc.png\" alt=\"\" \/><\/p>\n<p><code>LAWS<\/code>\u00a0\u65b9\u6cd5\u7684\u7279\u70b9\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li><strong>\u8bc6\u522b\u6807\u8bb0<\/strong>: \u5373\u4fbf\u201c\u7b2c\u5341\u4e94\u6761\u201d\u3001\u201c\u7b2c\u5341\u516d\u6761\u201d\u5728\u6587\u6863\u4e2d\u662f\u666e\u901a\u6b63\u6587\u6837\u5f0f\uff0c\u4f46\u56e0\u5176\u7b26\u5408\u201c\u6761\u6b3e\u201d\u6807\u8bb0\uff0c\u4ecd\u88ab\u6210\u529f\u5207\u5206\u3002<\/li>\n<li><strong>\u6bb5\u843d\u5904\u7406<\/strong>: \u4e0e\u00a0<code>BOOK<\/code>\u00a0\u4e0d\u540c\uff0c<code>LAWS<\/code>\u00a0\u4e0d\u4f1a\u5bf9\u6761\u6b3e\u4e0b\u7684\u591a\u4e2a\u6bb5\u843d\u8fdb\u884c\u518d\u5207\u5206\uff0c\u800c\u662f\u5c06\u5176\u5408\u5e76\u5728\u540c\u4e00\u4e2a\u5757\u4e2d\u3002<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u5904\u7406<\/strong>:\u00a0<code>LAWS<\/code>\u00a0\u7684\u4e0a\u4e0b\u6587\u5904\u7406\u65b9\u5f0f\u975e\u5e38\u72ec\u7279\u3002\u5b83\u4e0d\u4f1a\u5c06\u4e0a\u7ea7\u76ee\u5f55\u6807\u9898\u76f4\u63a5\u5d4c\u5165\u5230\u6bcf\u4e2a\u6761\u6b3e\u5757\u4e2d\uff0c\u800c\u662f\u5c06\u5404\u5c42\u7ea7\u7684\u76ee\u5f55\u6807\u9898\u6c47\u603b\u6210\u4e00\u4e2a\u72ec\u7acb\u7684\u5757\uff08\u5982\u4e0a\u56fe\u7eff\u8272\u7ebf\u6846\u6240\u793a\uff09\uff0c\u5b9e\u73b0\u5185\u5bb9\u4e0e\u76ee\u5f55\u7d22\u5f15\u7684\u5206\u79bb\u3002<\/li>\n<\/ul>\n<h4>\u4e09\u79cd\u6587\u6863\u5207\u7247\u65b9\u6cd5\u5bf9\u6bd4\u603b\u7ed3<\/h4>\n<p>\u57fa\u4e8e\u4ee5\u4e0a\u6d4b\u8bd5\uff0c\u53ef\u5c06\u4e09\u79cd\u65b9\u6cd5\u7684\u7279\u6027\u603b\u7ed3\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/0d516817736be98.png\" alt=\"\" \/><\/p>\n<p>\u503c\u5f97\u8865\u5145\u7684\u662f\uff0c<code>MANUAL<\/code>\u00a0\u65b9\u6cd5\u7684\u9002\u7528\u573a\u666f\u975e\u5e38\u660e\u786e\uff0c\u5373\u4ea7\u54c1\u624b\u518c\u3001\u6280\u672f\u6587\u6863\u7b49\u5177\u6709\u6807\u51c6\u201c\u6807\u9898\u201d\u6837\u5f0f\u5c42\u7ea7\u7684\u6587\u4ef6\u3002\u800c\u00a0<code>LAWS<\/code>\u00a0\u4e13\u653b\u6cd5\u5f8b\u6cd5\u89c4\u3001\u653f\u7b56\u6587\u4ef6\u3002<code>BOOK<\/code>\u00a0\u5219\u51ed\u501f\u5176\u6bb5\u843d\u7ea7\u7684\u7ec6\u7c92\u5ea6\u5207\u5206\uff0c\u66f4\u9002\u5408\u9700\u8981\u8fdb\u884c\u6df1\u5ea6\u8bed\u4e49\u7406\u89e3\u548c\u95ee\u7b54\u7684\u957f\u7bc7\u62a5\u544a\u6216\u4e66\u7c4d\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u6d4b\u8bd5\u53d1\u73b0\u00a0<code>MANUAL<\/code>\u00a0\u65b9\u6cd5\u80fd\u591f\u5c06\u6587\u6863\u4e2d\u7684\u56fe\u7247\u4e0e\u5176\u76f8\u90bb\u7684\u6587\u672c\u5185\u5bb9\u5207\u5206\u5230\u540c\u4e00\u4e2a\u5757\u4e2d\uff0c\u8fd9\u5bf9\u4e8e\u56fe\u6587\u5e76\u8302\u7684\u6587\u6863\u5904\u7406\u975e\u5e38\u6709\u7528\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/0f13fb71802c34e.png\" alt=\"\" \/><\/p>\n<h3>\u6309\u8868\u683c\u7ed3\u6784\u5207\u7247\uff1aTABLE\u3001QA<\/h3>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u8f6c\u5411\u5bf9\u8868\u683c\u7c7b\u6570\u636e\uff08\u5982 Excel \u6587\u4ef6\uff09\u7684\u5207\u7247\u65b9\u6cd5\u8fdb\u884c\u9a8c\u8bc1\u3002<\/p>\n<h4>TABLE \u65b9\u6cd5<\/h4>\n<p>\u6d4b\u8bd5\u4f7f\u7528\u4e00\u4e2a\u5305\u542b\u4ea7\u54c1\u3001\u5730\u533a\u3001\u4e1a\u52a1\u57df\u3001\u95ee\u9898\u63cf\u8ff0\u3001\u539f\u56e0\u548c\u89e3\u51b3\u65b9\u6848\u7b49\u5b57\u6bb5\u7684\u8fd0\u7ef4\u77e5\u8bc6\u8868\u683c\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/5978fb2ca40889a.png\" alt=\"\" \/><\/p>\n<p>\u4f7f\u7528\u00a0<code>TABLE<\/code>\u00a0\u65b9\u6cd5\u5207\u7247\u65f6\uff0c<code>RAGFlow<\/code>\u00a0\u4f1a\u5c06\u8868\u683c\u7684\u7b2c\u4e00\u884c\u8bc6\u522b\u4e3a\u5217\u6807\u9898\uff08Header\uff09\u3002\u5728\u5904\u7406\u65f6\uff0c\u5b83\u4f1a\u9010\u884c\u5207\u7247\uff08\u6807\u9898\u884c\u9664\u5916\uff09\uff0c\u5e76\u5c06\u5217\u6807\u9898\u4fe1\u606f\u5b8c\u6574\u5730\u6dfb\u52a0\u5230\u6bcf\u4e00\u884c\u7684\u5185\u5bb9\u5757\u4e2d\uff0c\u5f62\u6210\u201cKey: Value\u201d\u7684\u683c\u5f0f\u3002<\/p>\n<p>\u5207\u7247\u7ed3\u679c\u5982\u4e0b\uff0c\u6bcf\u4e00\u884c\u90fd\u6210\u4e3a\u4e86\u4e00\u4e2a\u72ec\u7acb\u7684\u3001\u5305\u542b\u5b8c\u6574\u4e0a\u4e0b\u6587\u4fe1\u606f\u7684\u77e5\u8bc6\u5757\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/bd6d3c581224d27.png\" alt=\"\" \/><\/p>\n<h4>QA \u65b9\u6cd5<\/h4>\n<p><code>QA<\/code>\u00a0\u65b9\u6cd5\u662f\u4e00\u79cd\u7279\u6b8a\u7528\u9014\u7684\u8868\u683c\u5207\u7247\uff0c\u5b83\u9ed8\u8ba4\u5c06\u8868\u683c\u7684\u524d\u4e24\u5217\u8bc6\u522b\u4e3a\u201cQuestion\u201d\u548c\u201cAnswer\u201d\u3002\u5982\u679c\u76f4\u63a5\u7528\u4e0a\u4e00\u4e2a\u8fd0\u7ef4\u77e5\u8bc6\u8868\u683c\u8fdb\u884c\u6d4b\u8bd5\uff0c<code>RAGFlow<\/code>\u00a0\u4f1a\u4ec5\u63d0\u53d6\u201c\u6240\u5c5e\u4ea7\u54c1\u201d\u548c\u201c\u9002\u7528\u5730\u533a\u201d\u4e24\u5217\uff0c\u5ffd\u7565\u5176\u4f59\u6240\u6709\u4fe1\u606f\u3002<\/p>\n<p>\u4e3a\u4e86\u51c6\u786e\u6d4b\u8bd5\uff0c\u6211\u4eec\u51c6\u5907\u4e00\u4e2a\u4ec5\u5305\u542b\u201c\u95ee\u9898\u63cf\u8ff0\u201d\u548c\u201c\u89e3\u51b3\u65b9\u6848\u201d\u4e24\u5217\u7684\u6807\u51c6 QA \u683c\u5f0f\u8868\u683c\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/01d7e8fa55145b1.png\" alt=\"\" \/><\/p>\n<p>\u7ecf\u8fc7\u00a0<code>QA<\/code>\u00a0\u65b9\u6cd5\u5207\u7247\u540e\uff0c\u6bcf\u4e00\u884c\u540c\u6837\u88ab\u5207\u5206\u4e3a\u4e00\u4e2a\u5757\uff0c\u5e76\u81ea\u52a8\u6dfb\u52a0\u201cQuestion:\u201d\u548c\u201cAnswer:\u201d\u4f5c\u4e3a\u524d\u7f00\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/b3c523f46e08eac.png\" alt=\"\" \/><\/p>\n<h4>\u4e24\u79cd\u8868\u683c\u5207\u7247\u65b9\u6cd5\u5bf9\u6bd4\u603b\u7ed3<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/f97865ac39fd93e.png\" alt=\"\" \/><\/p>\n<p>\u6df1\u5165\u5206\u6790\u53ef\u4ee5\u53d1\u73b0\uff0c<code>QA<\/code>\u00a0\u65b9\u6cd5\u672c\u8d28\u4e0a\u662f\u00a0<code>TABLE<\/code>\u00a0\u65b9\u6cd5\u7684\u4e00\u79cd\u7b80\u5316\u7279\u4f8b\u3002\u7528\u6237\u5b8c\u5168\u53ef\u4ee5\u901a\u8fc7\u00a0<code>TABLE<\/code>\u00a0\u65b9\u6cd5\u5b9e\u73b0\u00a0<code>QA<\/code>\u00a0\u7684\u6548\u679c\uff0c\u53ea\u9700\u5c06\u8868\u683c\u7684\u4e24\u5217\u547d\u540d\u4e3a\u201cQuestion\u201d\u548c\u201cAnswer\u201d\u5373\u53ef\u3002<\/p>\n<p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u5982\u679c\u77e5\u8bc6\u5e93\u9700\u8981\u57fa\u4e8e\u95ee\u9898\u63cf\u8ff0\u3001\u539f\u56e0\u3001\u89e3\u51b3\u65b9\u6848\u7b49\u591a\u7ef4\u5ea6\u4fe1\u606f\u8fdb\u884c\u8bed\u4e49\u68c0\u7d22\uff0c<code>TABLE<\/code>\u00a0\u65b9\u6cd5\u662f\u66f4\u4f18\u9009\u62e9\u3002\u5982\u679c\u68c0\u7d22\u573a\u666f\u4e25\u683c\u9650\u5b9a\u4e8e\u201c\u95ee-\u7b54\u201d\u5bf9\uff0c\u5e76\u4e14\u5e0c\u671b\u5229\u7528\u4ea7\u54c1\u3001\u5730\u533a\u7b49\u4fe1\u606f\u8fdb\u884c\u7cbe\u786e\u8fc7\u6ee4\uff0c\u90a3\u4e48\u66f4\u7406\u60f3\u7684\u67b6\u6784\u662f\uff1a\u4f7f\u7528\u00a0<code>QA<\/code>\u00a0\u65b9\u6cd5\u5bf9\u95ee\u7b54\u5185\u5bb9\u8fdb\u884c\u5207\u7247\uff0c\u540c\u65f6\u5c06\u4ea7\u54c1\u3001\u5730\u533a\u7b49\u4fe1\u606f\u5b58\u5165\u5757\u7684\u5143\u6570\u636e\uff08Metadata\uff09\u4e2d\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5728\u00a0<code>RAGFlow<\/code>\u00a0\u7684\u6d4b\u8bd5\u4e2d\u53d1\u73b0\uff0c\u5176\u7cfb\u7edf\u8bbe\u8ba1\u4ec5\u652f\u6301\u6587\u6863\uff08Document\uff09\u5c42\u7ea7\u7684\u5143\u6570\u636e\uff0c\u800c\u4e0d\u652f\u6301\u66f4\u7ec6\u7c92\u5ea6\u7684\u5757\uff08Chunk\uff09\u5c42\u7ea7\u5143\u6570\u636e\u3002\u5e76\u4e14\u5176\u68c0\u7d22 API \u4e2d\u4f3c\u4e4e\u4e5f\u7f3a\u5c11\u57fa\u4e8e\u5143\u6570\u636e\u8fdb\u884c\u8fc7\u6ee4\u7684\u76f4\u63a5\u53c2\u6570\u3002\u8fd9\u5728\u6784\u5efa\u590d\u6742\u7684 RAG \u7cfb\u7edf\u65f6\u662f\u4e00\u4e2a\u663e\u8457\u7684\u5c40\u9650\uff0c\u4e5f\u662f\u9a71\u52a8\u56e2\u961f\u8003\u8651\u81ea\u7814\u77e5\u8bc6\u5e93\u5e95\u5ea7\u7684\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n<h3>\u5176\u4ed6\u7279\u6b8a\u5207\u7247\u65b9\u6cd5<\/h3>\n<p><code>RAGFlow<\/code>\u00a0\u8fd8\u63d0\u4f9b\u4e86\u4e00\u4e9b\u9488\u5bf9\u7279\u5b9a\u573a\u666f\u7684\u5207\u7247\u65b9\u6cd5\uff1a<\/p>\n<ul>\n<li><strong>One<\/strong>: \u4e0d\u8fdb\u884c\u4efb\u4f55\u5207\u7247\uff0c\u5c06\u6574\u4e2a\u6587\u6863\u4f5c\u4e3a\u4e00\u4e2a\u5355\u72ec\u7684\u5757\u3002<\/li>\n<li><strong>Resume<\/strong>: \u9488\u5bf9\u7b80\u5386\u8fdb\u884c\u7ed3\u6784\u5316\u89e3\u6790\uff0c\u63d0\u53d6\u5173\u952e\u4fe1\u606f\u3002<\/li>\n<li><strong>Paper<\/strong>: \u9488\u5bf9\u8bba\u6587\u683c\u5f0f\uff0c\u63d0\u53d6\u6458\u8981\u3001\u4f5c\u8005\u548c\u7ae0\u8282\u7b49\u3002<\/li>\n<li><strong>Presentation<\/strong>: \u9488\u5bf9 PPT \u6216\u7531 PPT \u8f6c\u6362\u7684 PDF\uff0c\u5c06\u6bcf\u4e00\u9875\u8f6c\u6362\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684\u5757\uff0c\u5305\u542b\u9875\u9762\u622a\u56fe\u548c\u63d0\u53d6\u7684\u6587\u672c\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<p><code>PRESENTATION<\/code>\u00a0\u65b9\u6cd5\u7684\u6d4b\u8bd5\u6548\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/b2226ee46ec6c56.png\" alt=\"\" \/><\/p>\n<h3>\u8d85\u8d8a\u5207\u7247\uff1aRAG \u5de5\u7a0b\u5316\u7684\u6df1\u5ea6\u8003\u91cf<\/h3>\n<p>\u5c3d\u7ba1\u00a0<code>RAGFlow<\/code>\u00a0\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5207\u7247\u5de5\u5177\uff0c\u4f46\u4e00\u4e2a\u751f\u4ea7\u7ea7\u7684 RAG \u7cfb\u7edf\u8fdc\u4e0d\u6b62\u4e8e\u6b64\u3002\u9009\u62e9\u81ea\u7814\u77e5\u8bc6\u5e93\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u5e38\u662f\u57fa\u4e8e\u66f4\u6df1\u5c42\u6b21\u7684\u5de5\u7a0b\u5316\u9700\u6c42\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u5b9a\u4e49\u5207\u7247\u903b\u8f91<\/strong>: \u4e1a\u52a1\u573a\u666f\u5f80\u5f80\u9700\u8981\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u5207\u7247\u89c4\u5219\uff0c\u4f8b\u5982\u9488\u5bf9\u4ee3\u7801\u4ed3\u5e93\u3001\u6570\u636e\u5b57\u5178\u6216\u7279\u5b9a\u683c\u5f0f\u7684\u5185\u90e8\u77e5\u8bc6\uff0c\u8fd9\u662f\u9884\u7f6e\u65b9\u6cd5\u96be\u4ee5\u8986\u76d6\u7684\u3002<\/li>\n<li><strong>\u7cbe\u7ec6\u5316\u7684\u5143\u6570\u636e\u7ba1\u7406<\/strong>: \u6b63\u5982\u524d\u6587\u6240\u8ff0\uff0c\u4e3a\u6bcf\u4e2a\u77e5\u8bc6\u5757\u9644\u52a0\u4e30\u5bcc\u7684\u5143\u6570\u636e\uff08\u5982\u7248\u672c\u3001\u6765\u6e90\u3001\u8d1f\u8d23\u4eba\u3001\u4e1a\u52a1\u6807\u7b7e\uff09\u5e76\u652f\u6301\u9ad8\u6548\u8fc7\u6ee4\uff0c\u662f\u5b9e\u73b0\u7cbe\u51c6\u68c0\u7d22\u3001\u805a\u7126\u8303\u56f4\u3001\u63d0\u5347\u6548\u7387\u7684\u6838\u5fc3\u3002<\/li>\n<li><strong>\u77e5\u8bc6\u5e93\u7684\u7248\u672c\u63a7\u5236\u4e0e\u751f\u547d\u5468\u671f\u7ba1\u7406<\/strong>: \u751f\u4ea7\u73af\u5883\u4e2d\u7684\u77e5\u8bc6\u5e93\u9700\u8981\u5177\u5907\u5b8c\u5584\u7684\u5de5\u4f5c\u6d41\u3002\u77e5\u8bc6\u5728\u65b0\u589e\u6216\u66f4\u65b0\u65f6\uff0c\u5fc5\u987b\u7ecf\u8fc7\u6d4b\u8bd5\u548c\u9a8c\u8bc1\uff0c\u786e\u4fdd\u5176\u4e0d\u5f71\u54cd\u7ebf\u4e0a\u670d\u52a1\u7684\u7a33\u5b9a\u6027\u4e0e\u51c6\u786e\u6027\uff0c\u6700\u7ec8\u624d\u80fd\u5b89\u5168\u53d1\u5e03\u3002<\/li>\n<li><strong>\u77e5\u8bc6\u7684\u63d0\u70bc\u4e0e\u589e\u5f3a<\/strong>: RAG \u7cfb\u7edf\u8fd8\u9700\u8981\u5bf9\u539f\u59cb\u77e5\u8bc6\u8fdb\u884c\u5904\u7406\uff0c\u4f8b\u5982\u751f\u6210\u6458\u8981\u3001\u6784\u5efa\u77e5\u8bc6\u56fe\u8c31\u5173\u7cfb\u3001\u6dfb\u52a0\u540c\u4e49\u8bcd\u6269\u5c55\u7b49\uff0c\u5e76\u8bb0\u5f55\u8fd9\u4e9b\u884d\u751f\u77e5\u8bc6\u4e0e\u539f\u59cb\u77e5\u8bc6\u7684\u5173\u8054\uff0c\u4ee5\u4fbf\u5728\u6e90\u5934\u53d8\u66f4\u65f6\u8fdb\u884c\u6709\u6548\u7684\u8ffd\u8e2a\u548c\u540c\u6b65\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u590d\u6742\u7684\u5de5\u7a0b\u5316\u6311\u6218\uff0c\u5171\u540c\u6784\u6210\u4e86\u4ece\u4e00\u4e2a\u57fa\u7840 RAG 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