{"id":6039,"date":"2025-01-13T03:48:00","date_gmt":"2025-01-12T18:48:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6039"},"modified":"2025-01-13T03:48:00","modified_gmt":"2025-01-12T18:48:00","slug":"search-o1-agentic-search-enhanced-large-reasoning-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6039","title":{"rendered":"Search-o1: Agentic Search-Enhanced Large Reasoning Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Search-o1: Agentic Search-Enhanced Large Reasoning Models\u00a0<\/strong>[24.2]<br>OpenAI-o1\u306e\u3088\u3046\u306a\u5927\u304d\u306a\u63a8\u8ad6\u30e2\u30c7\u30eb(LRM)\u306f\u3001\u5927\u898f\u6a21\u306a\u5f37\u5316\u5b66\u7fd2\u3092\u901a\u3058\u3066\u3001\u5927\u304d\u306a\u30b9\u30c6\u30c3\u30d7\u30ef\u30a4\u30ba\u63a8\u8ad6\u80fd\u529b\u3092\u5b9f\u8a3c\u3057\u3066\u3044\u308b\u3002 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u691c\u7d22\u62e1\u5f35\u751f\u6210(RAG)\u6a5f\u69cb\u3068Reason-in-Documents\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4f75\u7528\u3057,LRM\u3092\u5f37\u5316\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b textbfSearch-o1 \u3092\u7d39\u4ecb\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2501.05366v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2501.05366v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 09 Jan 2025 16:48:17 GMT)<\/li>\n\n\n\n<li>RAG + Large Rrasoning Model\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002Agentic\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u898b\u3048\u306a\u304f\u3082\u306a\u3044\u304c\u3001\u300c(a) Direct reasoning without retrieval often results in inaccuracies due to missing knowledge. (b) Our agentic retrieval-augmented reasoning approach improves knowledge access but usually returns lengthy, redundant documents, disrupting coherent reasoning. (c) Our Search-o1 integrates concise and accurate retrieved knowledge seamlessly into the reasoning process, enabling precise and coherent problem-solving.\u300d\u3068Reason-in-Documents\u3092\u7528\u3044LRM\u3068\u5225\u306e\u51e6\u7406\u3068\u3057\u3066\u63a8\u8ad6\u306e\u6d41\u308c\u306b\u6cbf\u3063\u305f\u60c5\u5831\u3092\u9078\u629e\u30fb\u8981\u7d04\u3057\u3066LRM\u306b\u7d44\u307f\u8fbc\u3080\u6709\u52b9\u6027\u3092\u4e3b\u5f35\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/search-o1.github.io\/\">Search-o1: Agentic Search-Enhanced Large Reasoning Models<\/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":[42,232,283,324],"class_list":["post-6039","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-lrm","tag-o1","tag-rag"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6039","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=6039"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6039\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6039"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6039"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6039"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}