{"id":10278,"date":"2026-07-17T10:54:41","date_gmt":"2026-07-17T02:54:41","guid":{"rendered":"https:\/\/infernews.com\/blog\/official-repo-of-vinci2-providing-proactive-assistance-in-continuous-egocentric\/"},"modified":"2026-07-17T10:54:41","modified_gmt":"2026-07-17T02:54:41","slug":"official-repo-of-vinci2-providing-proactive-assistance-in-continuous-egocentric","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/official-repo-of-vinci2-providing-proactive-assistance-in-continuous-egocentric\/","title":{"rendered":"EgoMemo \u8b93\u52a9\u624b\u61c2\u5f97\u5e7e\u6642\u5148\u958b\u53e3"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/pasted-e6d90c81898f.jpg\" alt=\"Repository image for SitongGong\/EgoMemo\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u52a9\u624b\u6700\u96e3\u8655\u7406\u7684\uff0c\u4e0d\u662f\u770b\u898b\u4e86\u751a\u9ebc\uff0c\u800c\u662f\u5224\u65b7\u5e7e\u6642\u8a72\u51fa\u8072\u3001\u5e7e\u6642\u61c9\u8a72\u4fdd\u6301\u5b89\u975c\u3002EgoMemo\u5c0d\u6e96\u7684\u6b63\u662f\u9019\u500b\u7a7a\u4f4d\uff1a\u5b83\u5c6c\u65bc\u4e00\u500b\u9762\u5411\u9023\u7e8c\u7b2c\u4e00\u8eab\u5f71\u7247\u7684\u8a18\u61b6\u589e\u5f37\u4ee3\u7406\u7cfb\u7d71\uff0c\u540c\u6642\u9644\u4e0a benchmark\uff0c\u76ee\u6a19\u662f\u8b93\u7cfb\u7d71\u6839\u64da\u7d2f\u7a4d\u60c5\u5883\u4e3b\u52d5\u63d0\u4f9b\u670d\u52d9\uff0c\u800c\u4e0d\u53ea\u662f\u7b49\u4eba\u767c\u554f\u6216\u5c0d\u6bcf\u500b\u4e8b\u4ef6\u90fd\u4f5c\u53cd\u61c9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6709\u505a\u6cd5\u591a\u6578\u843d\u5728\u5169\u500b\u7bc4\u5f0f\uff1areactive\uff0c\u53ea\u6703\u88ab\u554f\u5230\u5148\u7b54\uff1bsemi-proactive\uff0c\u5075\u6e2c\u5230\u9810\u5148\u5b9a\u7fa9\u4e8b\u4ef6\u5c31\u56de\u61c9\u3002\u4f5c\u8005\u8a8d\u70ba\u9019\u5169\u985e\u65b9\u6cd5\u90fd\u6b20\u7f3a\u5c0d\u4f7f\u7528\u8005\u6b77\u53f2\u3001\u7576\u524d\u6d3b\u52d5\u8207\u4ecb\u5165\u6642\u6a5f\u7684\u5224\u65b7\uff0c\u6240\u4ee5\u7528 EgoServe \u91cd\u65b0\u5b9a\u7fa9\u554f\u984c\uff0c\u628a\u4e3b\u52d5\u5354\u52a9\u8996\u70ba context-dependent decision problem\uff0c\u518d\u7531 EgoMemo\u7528 three-level temporal memory graph\u3001semantic knowledge graph \u540c visual embedding archives \u505a retrieval-augmented reasoning\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b GitHub \u9805\u76ee\u4e0d\u6b62\u653e\u51fa\u6a21\u578b\u601d\u8def\uff0c\u4ea6\u5305\u542b memory-graph construction + retrieval pipeline\u3001evaluation suite\u3001dataset annotation \u8207 streaming demo\u3002\u7406\u89e3\u90e8\u7f72\u65b9\u5f0f\u4e26\u4e0d\u8907\u96dc\uff1a\u5148\u6e96\u5099 Python 3.10 \u74b0\u5883\u8207 <code>.env<\/code> \u5167\u7684 API keys\u3001\u8cc7\u6599\u8def\u5f91\uff0c\u518d\u4e0b\u8f09 EgoServe \u8a3b\u91cb\u53ca\u5c0d\u61c9\u4f86\u6e90\u5f71\u7247\uff0c\u4e4b\u5f8c\u6309\u4e0d\u540c\u8cc7\u6599\u96c6\u5206\u958b\u57f7\u884c processing \u8207 retrieval \u5169\u968e\u6bb5\uff0c\u524d\u8005\u5efa\u7acb\u8a18\u61b6\u5716\uff0c\u5f8c\u8005\u751f\u6210 proactive-service response\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>EgoServe<\/strong> \u6536\u9304\u8d85\u904e 3,000 \u500b service instances\uff0c\u6a6b\u8de8 4 \u500b temporal memory horizons \u8207 10 \u985e\u670d\u52d9<\/li>\n<li><strong>EgoMemo<\/strong> \u63a1\u7528 training-free \u8a2d\u8a08\uff0c\u91cd\u9ede\u653e\u5728\u8a18\u61b6\u7d44\u7e54\u8207\u6aa2\u7d22\uff0c\u800c\u4e0d\u662f\u518d\u8a13\u7df4\u4e00\u500b\u5927\u6a21\u578b<\/li>\n<li>\u9805\u76ee\u540c\u6642\u652f\u63f4 EgoLife\u3001HoloAssist\u3001CaptainCook4D\u3001EyeWo \/ ESTP-Bench\u3001OVO-Bench \u7b49\u8cc7\u6599\u4f86\u6e90<\/li>\n<li>retrieval \u53ef\u5207\u63db caption retrieval\u3001visual retrieval \u7b49\u8a2d\u5b9a\uff0c\u65b9\u4fbf\u505a ablation<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">EgoMemo \u4e0d\u662f\u8ffd\u6c42\u55ae\u6b21\u554f\u7b54\u8868\u73fe\uff0c\u800c\u662f\u88dc\u4e0a\u9577\u6642\u9593\u60c5\u5883\u7d2f\u7a4d\u5f8c\u7684\u5224\u65b7\u80fd\u529b\u3002\u53d7\u76ca\u6700\u5927\u7684\u662f\u505a egocentric AI\u3001\u667a\u80fd\u52a9\u7406\u3001\u7a7f\u6234\u5f0f\u88dd\u7f6e\u6216\u591a\u6a21\u614b Agentic \u9805\u76ee\u7684\u7814\u7a76\u5718\u968a\uff1b\u9650\u5236\u4e5f\u540c\u6a23\u76f4\u63a5\uff0c\u6574\u500b\u6d41\u7a0b\u4f9d\u8cf4\u5916\u90e8\u5f71\u7247\u8cc7\u6599\u3001API keys \u8207\u591a\u968e\u6bb5\u8655\u7406\uff0c\u91cd\u9ede\u66f4\u63a5\u8fd1\u7814\u7a76\u57fa\u7dda\u8207\u8a55\u6e2c\u6846\u67b6\uff0c\u800c\u672a\u7b97\u4e00\u500b\u5373\u88dd\u5373\u7528\u7684\u6d88\u8cbb\u7d1a\u7522\u54c1\u3002\u76f8\u95dc\u6a21\u578b\u8207\u7d44\u4ef6\u65b9\u9762\uff0c\u5132\u5b58\u5eab\u793a\u4f8b\u5df2\u51fa\u73fe QwenVL 3 8B Instruct\u3001GPT-5\u3001Gemini \u7b49\u4f5c\u70ba caption \u6216 response \u7aef\u9078\u9805\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/sitonggong.github.io\/EgoServe-page\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/SitongGong\/EgoMemo\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2607.11523\" rel=\"noopener noreferrer\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5514\u5c11\u52a9\u624b\u8b58\u56de\u61c9\uff0c\u771f\u6b63\u96e3\u7684\u662f\u5224\u65b7\u61c9\u5426\u6253\u64fe\u4f60\u3002EgoMemo\u628a\u9023\u7e8c\u7b2c\u4e00\u8eab\u5f71\u7247\u6574\u7406\u6210\u53ef\u6aa2\u7d22\u8a18\u61b6\uff0c\u5617\u8a66\u628a\u4e3b\u52d5\u63d0\u9192\u8b8a\u6210\u53ef\u8a55\u6e2c\u7684\u80fd\u529b\u3002<\/p>\n","protected":false},"author":8,"featured_media":10277,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,140,153,116,137,181,131,152,119,127,199],"tags":[],"class_list":["post-10278","post","type-post","status-publish","format-standard","hentry","category-133","category-gemini","category-openai","category-agentic","category-api","category-knowledgegraph","category-embedding","category-python","category-119","category-127","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10278","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=10278"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10278\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10277"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10278"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10278"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10278"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}