{"id":13163,"date":"2026-10-10T08:26:05","date_gmt":"2026-10-10T00:26:05","guid":{"rendered":"https:\/\/infernews.com\/blog\/onesearch-vl\/"},"modified":"2026-10-10T08:32:54","modified_gmt":"2026-10-10T00:32:54","slug":"onesearch-vl","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/onesearch-vl\/","title":{"rendered":"OneSearch-VL\uff1a\u591a\u6a21\u9ad4\u8996\u89ba deep research agent"},"content":{"rendered":"\n
\"OneSearch-VL\"\/<\/figure>\n\n\n\n

\u7531\u4e00\u5f35\u76f8\u7247\u3001\u76f8\u7247\u96c6\u5408\u5230\u5f71\u7247\u7247\u6bb5\uff0cOneSearch-VL \u6703\u5148\u5b9a\u4f4d\u8996\u89ba\u7dda\u7d22\uff0c\u518d\u6aa2\u7d22\u5916\u90e8\u77e5\u8b58\uff0c\u5c07\u76f8\u95dc\u8b49\u64da\u7d44\u5408\u6210\u7b54\u6848\u3002\u5b83\u5c6c\u65bc\u591a\u6a21\u614b deep research agent\uff0c\u8655\u7406\u7684\u662f\u5f71\u50cf\u5167\u5bb9\u7406\u89e3\u8207\u8cc7\u6599\u67e5\u8b49\u4e4b\u9593\u96e3\u4ee5\u929c\u63a5\u7684\u5de5\u4f5c\u3002<\/p>\n\n\n\n

\u6838\u5fc3\u662f Visually Grounded Evidence Graph\uff08VGEG\uff09\uff0c\u628a\u8996\u89ba\u9328\u9ede\u3001\u4f86\u6e90\u652f\u6301\u7684\u4e8b\u5be6\u548c\u7522\u751f\u7b54\u6848\u6240\u9700\u7684\u64cd\u4f5c\u9023\u5728\u4e00\u8d77\u3002VGEG \u4ea6\u652f\u63f4\u8cc7\u6599\u5efa\u7acb\u53ca\u9a57\u8b49\uff1bEvidence-aware Visual-Grounded Rubric reward\uff08EVGR\uff09\u5247\u5728\u5f37\u5316\u5b78\u7fd2\u4e2d\u76e3\u7763\u8b49\u64da\u662f\u5426\u53ef\u8ffd\u6eaf\uff0c\u4ee5\u53ca\u7b54\u6848\u6709\u6c92\u6709\u771f\u6b63\u5c0d\u61c9\u5f71\u50cf\u5167\u5bb9\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u9805\u76ee\u63d0\u4f9b OneSearch-MI-Bench \u548c OneSearch-Video-Bench\uff0c\u5206\u5225\u9762\u5411\u591a\u5716\u53ca\u5f71\u7247\u7814\u7a76\u80fd\u529b\u3002\u8f38\u5165\u8cc7\u6599\u672a\u5217\u51fa\u5177\u9ad4\u5206\u6578\u6216\u6a21\u578b\u540d\u7a31\uff0c\u56e0\u6b64\u4e0d\u80fd\u628a\u5b83\u63cf\u8ff0\u6210\u5df2\u5168\u9762\u52dd\u904e\u5176\u4ed6\u8996\u89ba\u7814\u7a76\u65b9\u6848\uff1b\u5b83\u8f03\u9069\u5408\u7528\u4f5c\u7814\u7a76\u539f\u578b\u3001\u8a13\u7df4\u8cc7\u6599\u7ba1\u7dda\u548c agentic workflow \u7684\u57fa\u790e\u3002<\/p>\n\n\n\n

OneSearch-VL \u5305\u542b Agentic SFT\u3001Agentic RL\u3001\u63a8\u7406\u53ca\u8a55\u4f30\u76f8\u95dc\u76ee\u9304\uff0c\u4e26\u6a19\u793a Python 3.11+\uff1b\u5148\u6e96\u5099\u6a21\u578b\u3001\u8cc7\u6599\u96c6\u548c\u5916\u90e8\u5de5\u5177\uff0c\u518d\u57f7\u884c\u8a13\u7df4\u6216\u8a55\u4f30\u6d41\u7a0b\u3002\u5c0d\u9700\u8981\u67e5\u6838\u5716\u7247\u4f86\u6e90\u3001\u6bd4\u8f03\u591a\u5f35\u5716\u7247\uff0c\u6216\u5f9e\u5f71\u7247\u6574\u7406\u8b49\u64da\u7684\u7814\u7a76\u5718\u968a\uff0c\u9019\u7a2e\u7d71\u4e00\u8655\u7406\u65b9\u5f0f\u8f03\u5bb9\u6613\u6574\u5408\u5230\u65e2\u6709\u5de5\u4f5c\u6d41\uff0c\u4f46\u90e8\u7f72\u6210\u672c\u548c\u5de5\u5177\u4f9d\u8cf4\u4ecd\u8981\u81ea\u884c\u78ba\u8a8d\u3002<\/p>\n\n\n\n

\u2022 \u540c\u6642\u652f\u63f4\u55ae\u5716\u3001\u591a\u5716\u96c6\u5408\u53ca\u5f71\u7247
\n\u2022 \u4ee5 VGEG \u7d71\u4e00\u8996\u89ba\u7dda\u7d22\u8207\u5916\u90e8\u8b49\u64da
\n\u2022 EVGR \u5f37\u8abf\u8b49\u64da\u53ef\u8ffd\u6eaf\u53ca\u8996\u89ba\u5c0d\u9f4a
\n\u2022 \u63d0\u4f9b\u591a\u5716\u8207\u5f71\u7247\u5c08\u7528 benchmark
\n\u2022 \u652f\u63f4 SFT\u3001RL\u3001\u63a8\u7406\u548c\u8a55\u4f30\u6d41\u7a0b<\/p>\n\n\n\n

GitHub<\/strong><\/a> \u00b7 \u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

\u7531\u55ae\u5f35\u76f8\u7247\u5230\u5f71\u7247\u7247\u6bb5\uff0cOneSearch-VL \u6703\u627e\u51fa\u8996\u89ba\u7dda\u7d22\u3001\u641c\u5c0b\u5916\u90e8\u8cc7\u6599\uff0c\u518d\u628a\u8b49\u64da\u4e32\u6210\u53ef\u6838\u5c0d\u7684\u7b54\u6848\u3002<\/p>\n","protected":false},"author":8,"featured_media":13162,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,116,162,76,149,119,127,31,30,38,152,150,199,214],"tags":[],"class_list":["post-13163","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-ai-productions","category-76","category-149","category-119","category-127","category-video","category-image","category-38","category-python","category-150","category-dataset-","category-reinforcement-learning"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13163","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=13163"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13163\/revisions"}],"predecessor-version":[{"id":13169,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13163\/revisions\/13169"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13162"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13163"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13163"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13163"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}