{"id":7696,"date":"2025-11-06T03:55:00","date_gmt":"2025-11-05T18:55:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7696"},"modified":"2025-11-02T11:02:12","modified_gmt":"2025-11-02T02:02:12","slug":"deepagent-a-general-reasoning-agent-with-scalable-toolsets","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7696","title":{"rendered":"DeepAgent: A General Reasoning Agent with Scalable Toolsets\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>DeepAgent: A General Reasoning Agent with Scalable Toolsets\u00a0<\/strong>[111.6]<br>DeepAgent\u306f\u3001\u81ea\u5f8b\u7684\u306a\u601d\u8003\u3001\u30c4\u30fc\u30eb\u767a\u898b\u3001\u30a2\u30af\u30b7\u30e7\u30f3\u5b9f\u884c\u3092\u5b9f\u884c\u3059\u308b\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30c7\u30a3\u30fc\u30d7\u63a8\u8ad6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3042\u308b\u3002 \u9577\u671f\u306b\u308f\u305f\u308b\u76f8\u4e92\u4f5c\u7528\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b,\u904e\u53bb\u306e\u76f8\u4e92\u4f5c\u7528\u3092\u69cb\u9020\u5316\u30a8\u30d4\u30bd\u30fc\u30c9,\u52d5\u4f5c,\u30c4\u30fc\u30eb\u8a18\u61b6\u306b\u5727\u7e2e\u3059\u308b\u81ea\u5f8b\u7684\u30e1\u30e2\u30ea\u6298\u308a\u7573\u307f\u6a5f\u69cb\u3092\u5c0e\u5165\u3059\u308b\u3002 LLM\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3055\u308c\u305fAPI\u3092\u6d3b\u7528\u3057\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u30c8\u30fc\u30af\u30f3\u306b\u304d\u3081\u7d30\u304b\u3044\u30af\u30ec\u30b8\u30c3\u30c8\u3092\u5272\u308a\u5f53\u3066\u308b\u30c4\u30fc\u30eb\u30b3\u30fc\u30eb\u30a2\u30c9\u30d0\u30f3\u30c6\u30fc\u30b8\u5c5e\u6027\u3092\u9069\u7528\u3057\u305f\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u5f37\u5316\u5b66\u7fd2\u6226\u7565\u3067\u3042\u308bToolPO\u3092\u958b\u767a\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.21618v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.21618v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 24 Oct 2025 16:24:01 GMT)<\/li>\n\n\n\n<li>\u30c4\u30fc\u30eb\u5229\u7528\u7b49\u3082\u53ef\u80fd\u306b\u306a\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u7d39\u4ecb\u3002QwQ-32B\u3092\u30d0\u30c3\u30af\u30dc\u30fc\u30f3\u3068\u3057\u3066\u6709\u52b9\u6027\u3092\u691c\u8a3c\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/RUC-NLPIR\/DeepAgent\">GitHub &#8211; RUC-NLPIR\/DeepAgent: \ud83d\udee0\ufe0f DeepAgent: A General Reasoning Agent with Scalable Toolsets<\/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":[686],"class_list":["post-7696","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-deepresearch"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7696","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=7696"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7696\/revisions"}],"predecessor-version":[{"id":7697,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7696\/revisions\/7697"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7696"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7696"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7696"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}