{"id":4461,"date":"2025-02-06T06:19:45","date_gmt":"2025-02-05T22:19:45","guid":{"rendered":"https:\/\/infernews.com\/?p=4461"},"modified":"2025-02-07T00:32:13","modified_gmt":"2025-02-06T16:32:13","slug":"deeprag-%e6%80%9d%e8%80%83%e5%bc%8f%e6%aa%a2%e7%b4%a2%e5%a2%9e%e5%bc%b7%e7%94%9f%e6%88%90","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/deeprag-%e6%80%9d%e8%80%83%e5%bc%8f%e6%aa%a2%e7%b4%a2%e5%a2%9e%e5%bc%b7%e7%94%9f%e6%88%90\/","title":{"rendered":"DeepRAG \u601d\u8003\u5f0f\u6aa2\u7d22\u589e\u5f37\u751f\u6210"},"content":{"rendered":"\n<p><a href=\"https:\/\/huggingface.co\/papers\/2502.01142\" target=\"_blank\" rel=\"noreferrer noopener\">DeepRAG<\/a> \u7684\u6846\u67b6\u65e8\u5728\u89e3\u6c7a\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLMs\uff09\u5728\u4e8b\u5be6\u6027\u77e5\u8b58\u4e0a\u7684\u4e0d\u8db3\uff0c\u7279\u5225\u662f\u5b83\u5011\u5bb9\u6613\u7522\u751f\u5e7b\u89ba\u7684\u554f\u984c\u3002<a href=\"https:\/\/huggingface.co\/papers\/2502.01142\">DeepRAG<\/a> \u7684\u6838\u5fc3\u601d\u60f3\u662f\u5c07\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u8996\u70ba\u4e00\u500b\u99ac\u53ef\u592b\u6c7a\u7b56\u904e\u7a0b\uff08MDP\uff09\uff0c\u4f7f\u5176\u80fd\u5920\u66f4\u7b56\u7565\u6027\u5730\u9032\u884c\u6aa2\u7d22\u3002\u900f\u904e\u5206\u89e3\u5f0f\u67e5\u8a62\uff0c<a href=\"https:\/\/huggingface.co\/papers\/2502.01142\" target=\"_blank\" rel=\"noreferrer noopener\">DeepRAG<\/a> \u53ef\u4ee5\u52d5\u614b\u6c7a\u5b9a\u662f\u5426\u8981\u6aa2\u7d22\u5916\u90e8\u77e5\u8b58\u6216\u4f9d\u8cf4\u6a21\u578b\u81ea\u8eab\u7684\u53c3\u6578\u5316\u63a8\u7406\uff0c\u6700\u7d42\u63d0\u5347\u6aa2\u7d22\u6548\u7387\u548c\u7b54\u6848\u6e96\u78ba\u6027\u3002\u6587\u4e2d\u5305\u542b\u76f8\u95dc\u7814\u7a76\u63a8\u85a6\u3001\u5f15\u7528\u6a21\u578b\/\u6578\u64da\u96c6\/Spaces \u7684\u60c5\u6cc1\u4ee5\u53ca\u8ad6\u6587\u6536\u85cf\u6578\u91cf\u7b49\u8cc7\u8a0a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"\/blog\/wp-content\/uploads\/2025\/02\/1738859011763110089-234725914022004.mp3\"><\/audio><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/huggingface.co\/papers\/2502.01142\" target=\"_blank\" rel=\" noreferrer noopener\"><img data-dominant-color=\"e4e4e4\" data-has-transparency=\"false\" style=\"--dominant-color: #e4e4e4;\" loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"887\" src=\"\/blog\/wp-content\/uploads\/2025\/02\/Hzoth0CbS0t2FjsABuX0C.jpg\" alt=\"\" class=\"wp-image-4462 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/02\/Hzoth0CbS0t2FjsABuX0C.jpg 1000w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/02\/Hzoth0CbS0t2FjsABuX0C-300x266.jpg 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/02\/Hzoth0CbS0t2FjsABuX0C-768x681.jpg 768w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/02\/Hzoth0CbS0t2FjsABuX0C-640x568.jpg 640w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>DeepRAG \u7684\u6846\u67b6\u65e8\u5728\u89e3\u6c7a\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLMs\uff09\u5728\u4e8b\u5be6\u6027\u77e5\u8b58\u4e0a\u7684\u4e0d\u8db3\uff0c\u7279\u5225\u662f\u5b83\u5011\u5bb9\u6613\u7522\u751f\u5e7b\u89ba\u7684\u554f\u984c\u3002DeepRAG \u7684\u6838\u5fc3\u601d\u60f3\u662f\u5c07\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u8996\u70ba\u4e00\u500b\u99ac\u53ef\u592b\u6c7a\u7b56\u904e\u7a0b\uff08MDP\uff09\uff0c\u4f7f\u5176\u80fd\u5920\u66f4\u7b56\u7565\u6027\u5730\u9032\u884c\u6aa2\u7d22\u3002\u900f\u904e\u5206\u89e3\u5f0f\u67e5\u8a62\uff0cDeepRAG \u53ef\u4ee5\u52d5\u614b\u6c7a\u5b9a\u662f\u5426\u8981\u6aa2\u7d22\u5916\u90e8\u77e5\u8b58\u6216\u4f9d\u8cf4\u6a21\u578b\u81ea\u8eab\u7684\u53c3\u6578\u5316\u63a8\u7406\uff0c\u6700\u7d42\u63d0\u5347\u6aa2\u7d22\u6548\u7387\u548c\u7b54\u6848\u6e96\u78ba\u6027\u3002\u6587\u4e2d\u5305\u542b\u76f8\u95dc\u7814\u7a76\u63a8\u85a6\u3001\u5f15\u7528\u6a21\u578b\/\u6578\u64da\u96c6\/Spaces \u7684\u60c5\u6cc1\u4ee5\u53ca\u8ad6\u6587\u6536\u85cf\u6578\u91cf\u7b49\u8cc7\u8a0a\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[109,133],"tags":[],"class_list":["post-4461","post","type-post","status-publish","format-standard","hentry","category-rag","category-133"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/4461","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=4461"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/4461\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=4461"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=4461"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=4461"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}