{"id":8073,"date":"2026-05-08T03:49:24","date_gmt":"2026-05-07T19:49:24","guid":{"rendered":"https:\/\/infernews.com\/blog\/?p=8073"},"modified":"2026-05-08T03:49:26","modified_gmt":"2026-05-07T19:49:26","slug":"coe","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/coe\/","title":{"rendered":"CoE &#8211; Chain of Evidence \u770b\u5f97\u898b\u8b49\u64da\u93c8\u7684 RAG"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/pasted-0464f2e8dee9.jpg\" alt=\"Repository image for PeiYangLiu\/CoE\" \/><\/figure>\n<p>CoE \u662f\u4e00\u500b\u9762\u5411\u8fed\u4ee3\u5f0f RAG \u7684\u8996\u89ba\u6b78\u56e0\u6846\u67b6\uff0c\u91cd\u9ede\u4e0d\u662f\u53ea\u56de\u7b54\u554f\u984c\uff0c\u800c\u662f\u628a\u300c\u7b54\u6848\u600e\u9ebc\u4f86\u300d\u5177\u9ad4\u6a19\u5728\u6587\u4ef6\u622a\u5716\u4e0a\u3002\u5b83\u63a5\u53d7\u554f\u984c\u8207\u524d 5 \u7b46\u5019\u9078\u6587\u4ef6\uff0c\u63a5\u8457\u6392\u5e8f\u51fa\u8b49\u64da\u93c8\u3001\u6846\u51fa\u652f\u6490\u5340\u57df\uff0c\u6700\u5f8c\u7522\u751f\u7b54\u6848\uff0c\u8b93\u591a\u8df3\u63a8\u7406\u4e0d\u518d\u53ea\u505c\u7559\u5728\u6587\u4ef6\u5c64\u7d1a\u5f15\u7528\u3002<\/p>\n<p>\u5be6\u969b\u4f7f\u7528\u4e0a\uff0c\u9019\u500b\u5c08\u6848\u6bd4\u8f03\u50cf\u7814\u7a76\u578b\u5de5\u5177\u93c8\uff1a\u53ef\u5148\u6e96\u5099 Wiki-CoE \u6216 SlideVQA \u8cc7\u6599\uff0c\u518d\u4f9d\u5169\u968e\u6bb5\u6d41\u7a0b\u8a13\u7df4\uff0c\u6700\u5f8c\u7528\u8a55\u4f30\u8207\u8996\u89ba\u5316\u6a21\u7d44\u6aa2\u67e5\u6846\u9078\u7d50\u679c\u3002\u82e5\u53ea\u60f3\u5feb\u901f\u9ad4\u9a57\uff0c\u5132\u5b58\u5eab\u4e5f\u63d0\u4f9b\u5df2\u8a13\u7df4\u6aa2\u67e5\u9ede\uff1b\u9700\u7279\u5b9a\u6a21\u578b\u6642\uff0c\u5c08\u6848\u660e\u78ba\u662f\u4ee5 <strong>Qwen3-VL-8B-Instruct<\/strong> \u70ba\u6838\u5fc3\u5c01\u88dd\u3002<\/p>\n<p>\u5b83\u6700\u6709\u50f9\u503c\u7684\u5730\u65b9\uff0c\u5728\u65bc\u76f4\u63a5\u5c0d\u6587\u4ef6\u756b\u9762\u63a8\u7406\uff0c\u800c\u975e\u5148\u628a PDF\u3001\u7db2\u9801\u6216\u6295\u5f71\u7247\u786c\u8f49\u6210\u7dda\u6027\u6587\u5b57\u3002\u9019\u7a2e\u505a\u6cd5\u80fd\u4fdd\u7559\u7248\u9762\u3001\u8868\u683c\u3001\u8cc7\u8a0a\u5716\u8207\u8996\u89ba\u95dc\u4fc2\uff0c\u5c0d\u6295\u5f71\u7247\u3001\u8907\u96dc\u7db2\u9801\u6216\u542b\u5716\u8868\u6587\u4ef6\u5c24\u5176\u91cd\u8981\uff0c\u4e5f\u56de\u61c9\u4e86\u50b3\u7d71\u6587\u5b57\u5f0f RAG \u96e3\u4ee5\u7cbe\u6e96\u9a57\u8b49\u4f86\u6e90\u7684\u4f4d\u7f6e\u554f\u984c\u3002<\/p>\n<p>\u91cd\u9ede\u6458\u8981\uff1a<br \/>\n&#8211; \u652f\u63f4\u591a\u8df3\u8b49\u64da\u6392\u5e8f\uff0c\u4e0d\u53ea\u627e\u55ae\u4e00\u7247\u6bb5<br \/>\n&#8211; \u4ee5\u908a\u754c\u6846\u6a19\u793a\u50cf\u7d20\u7d1a\u8b49\u64da\u5340\u57df<br \/>\n&#8211; \u63a1\u5169\u968e\u6bb5\u8ab2\u7a0b\u5f0f\u8a13\u7df4\uff0c\u5148\u5b9a\u4f4d\u518d\u63a8\u7406<br \/>\n&#8211; \u63d0\u4f9b Wiki-CoE \u8cc7\u6599\u96c6\u8207 8B \u6aa2\u67e5\u9ede<br \/>\n&#8211; \u8a55\u4f30\u6db5\u84cb\u7b54\u6848\u6b63\u78ba\u7387\u8207\u5b9a\u4f4d\u3001\u8b49\u64da\u93c8\u8868\u73fe<\/p>\n<p>\u82e5\u4f60\u7684\u9700\u6c42\u662f\u6cd5\u52d9\u3001\u91d1\u878d\u3001\u7814\u7a76\u52a9\u7406\u6216\u4f01\u696d\u77e5\u8b58\u5eab\u9019\u985e\u5fc5\u9808\u8ffd\u6eaf\u4f9d\u64da\u7684\u554f\u7b54\u7cfb\u7d71\uff0cCoE \u7684\u65b9\u5411\u5f88\u6709\u53c3\u8003\u50f9\u503c\u3002\u76f8\u8f03\u4e00\u822c\u53ea\u9644\u5f15\u7528\u4f86\u6e90\u7684 RAG\uff0c\u5b83\u66f4\u50cf\u628a\u9a57\u8b49\u6d41\u7a0b\u524d\u79fb\uff1b\u4e0d\u904e\u76ee\u524d\u6574\u9ad4\u5f62\u614b\u4ecd\u504f\u7814\u7a76\u8207\u5be6\u9a57\u74b0\u5883\uff0c\u8f03\u9069\u5408\u62ff\u4f86\u505a\u65b9\u6cd5\u8a55\u4f30\u3001\u539f\u578b\u9a57\u8b49\u8207\u9ad8\u53ef\u89e3\u91cb\u6027\u5834\u666f\u6e2c\u8a66\u3002<\/p>\n<p><strong>Source:<\/strong> <a href=\"https:\/\/github.com\/PeiYangLiu\/CoE\" rel=\"noopener noreferrer\">https:\/\/github.com\/PeiYangLiu\/CoE<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>CoE\u628a\u6587\u4ef6\u622a\u5716\u76f4\u63a5\u7d0d\u5165\u63a8\u7406\u6d41\u7a0b\uff0c\u4e26\u7528\u6846\u9078\u65b9\u5f0f\u6a19\u51fa\u7b54\u6848\u4f9d\u64da\u3002\u5b83\u7279\u5225\u9069\u5408\u9700\u8981\u9a57\u8b49\u591a\u6b65\u9a5f\u4f86\u6e90\u7684\u8996\u89ba\u5316\u554f\u7b54\u5834\u666f\u3002<\/p>\n","protected":false},"author":8,"featured_media":8072,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[133,116,150],"tags":[],"class_list":["post-8073","post","type-post","status-publish","format-standard","hentry","category-133","category-agent","category-150"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8073","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8073"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8073\/revisions"}],"predecessor-version":[{"id":8074,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8073\/revisions\/8074"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8072"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8073"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8073"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8073"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}