{"id":7147,"date":"2025-07-31T05:56:00","date_gmt":"2025-07-30T20:56:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7147"},"modified":"2025-07-27T09:57:50","modified_gmt":"2025-07-27T00:57:50","slug":"towards-agentic-rag-with-deep-reasoning-a-survey-of-rag-reasoning-systems-in-llms","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7147","title":{"rendered":"Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs\u00a0<\/strong>[69.1]<br>Retrieval-Augmented Generation (RAG) \u306f\u3001\u5916\u90e8\u77e5\u8b58\u3092\u6ce8\u5165\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001Large Language Models (LLM) \u306e\u4e8b\u5b9f\u6027\u3092\u9ad8\u3081\u308b\u3002 \u9006\u306b\u3001\u7d14\u7c8b\u306b\u63a8\u8ad6\u6307\u5411\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u3057\u3070\u3057\u3070\u5e7b\u899a\u7684\u3042\u308b\u3044\u306f\u8aa4\u3063\u305f\u4e8b\u5b9f\u3092\u5fc5\u8981\u3068\u3059\u308b\u3002 \u3053\u306e\u8abf\u67fb\u306f\u4e21\u9396\u3092\u7d71\u4e00\u7684\u63a8\u8ad6-\u691c\u7d22\u306e\u89b3\u70b9\u304b\u3089\u5408\u6210\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.09477v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.09477v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 16 Jul 2025 15:44:18 GMT)<\/li>\n\n\n\n<li>RAG\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u8ad6\u6587\u30ea\u30b9\u30c8\u306a\u3069\u306f<a href=\"https:\/\/github.com\/DavidZWZ\/Awesome-RAG-Reasoning\">GitHub &#8211; DavidZWZ\/Awesome-RAG-Reasoning: [Up-to-date] Awesome RAG Reasoning Resources<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[15,324,387],"class_list":["post-7147","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-agent","tag-rag","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7147","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7147"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7147\/revisions"}],"predecessor-version":[{"id":7148,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7147\/revisions\/7148"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7147"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7147"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7147"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}