{"id":4845,"date":"2026-02-05T20:19:21","date_gmt":"2026-02-05T17:19:21","guid":{"rendered":"https:\/\/x0ct.com\/ai\/?p=4845"},"modified":"2026-02-05T20:19:21","modified_gmt":"2026-02-05T17:19:21","slug":"novost-pro-a-rag-kratenko-esli-nuzhen-agenticrag-i-nuzhno-s-chego-to-startanut-vot-repo-est","status":"publish","type":"post","link":"https:\/\/x0ct.com\/ai\/?p=4845","title":{"rendered":"\u041d\u043e\u0432\u043e\u0441\u0442\u044c \u043f\u0440\u043e A-RAG, \u043a\u0440\u0430\u0442\u0435\u043d\u044c\u043a\u043e. \n\n\u0415\u0441\u043b\u0438 \u043d\u0443\u0436\u0435\u043d AgenticRag \u0438 \u043d\u0443\u0436\u043d\u043e \u0441 \u0447\u0435\u0433\u043e-\u0442\u043e \u0441\u0442\u0430\u0440\u0442\u0430\u043d\u0443\u0442\u044c. \u0412\u043e\u0442 \u0440\u0435\u043f\u043e.\n\n\u0415\u0441\u0442\u044c"},"content":{"rendered":"<p><b>\u041d\u043e\u0432\u043e\u0441\u0442\u044c \u043f\u0440\u043e A-RAG, \u043a\u0440\u0430\u0442\u0435\u043d\u044c\u043a\u043e. <\/b><\/p>\n<p>\u0415\u0441\u043b\u0438 \u043d\u0443\u0436\u0435\u043d AgenticRag \u0438 \u043d\u0443\u0436\u043d\u043e \u0441 \u0447\u0435\u0433\u043e-\u0442\u043e \u0441\u0442\u0430\u0440\u0442\u0430\u043d\u0443\u0442\u044c. \u0412\u043e\u0442 <a href=\"https:\/\/github.com\/Ayanami0730\/arag\" target=\"_blank\" rel=\"noopener\">\u0440\u0435\u043f\u043e<\/a>.<\/p>\n<p>\u0415\u0441\u0442\u044c \u0440\u043e\u0443\u0442\u0438\u043d\u0433 \u043c\u0435\u0436\u0434\u0443 \u0442\u0440\u0435\u043c\u044f \u0432\u0438\u0434\u0430\u043c\u0438 \u043f\u043e\u0438\u0441\u043a\u0430, \u043f\u043e-\u043a\u043b\u0430\u0441\u0441\u0438\u043a\u0435: \u043f\u043e\u043b\u043d\u043e\u0442\u0435\u043a\u0441\u0442 (tfidf, bm25), \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u044b\u0439 \u043f\u043e\u0438\u0441\u043a \u0441 \u044d\u043c\u0431\u0430\u043c\u0438 (FRIDA, sbert \u0438 \u0442\u043f), \u043d\u0443 \u0438 \u0440\u0430\u0431\u043e\u0442\u0430 \u0441 \u0447\u0430\u043d\u043a\u0430\u043c\u0438 \u043f\u043e\u0438\u0441\u043a \u043f\u043e \u043d\u0438\u043c.<\/p>\n<p>\u0412 \u043e\u0431\u0449\u0435\u043c-\u0442\u043e \u0432\u0441\u0435. \u0427\u0438\u0441\u0442\u043e \u0441\u0442\u0430\u0440\u0442\u0430\u043d\u0443\u0442\u044c. <i class=\"emoji\" style=\"background-image:url('\/\/telegram.org\/img\/emoji\/40\/F09F918D.png')\"><b>\ud83d\udc4d<\/b><\/i><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041d\u043e\u0432\u043e\u0441\u0442\u044c \u043f\u0440\u043e A-RAG, \u043a\u0440\u0430\u0442\u0435\u043d\u044c\u043a\u043e. \u0415\u0441\u043b\u0438 \u043d\u0443\u0436\u0435\u043d AgenticRag \u0438 \u043d\u0443\u0436\u043d\u043e \u0441 \u0447\u0435\u0433\u043e-\u0442\u043e \u0441\u0442\u0430\u0440\u0442\u0430\u043d\u0443\u0442\u044c. \u0412\u043e\u0442 \u0440\u0435\u043f\u043e. \u0415\u0441\u0442\u044c \u0440\u043e\u0443\u0442\u0438\u043d\u0433 \u043c\u0435\u0436\u0434\u0443 \u0442\u0440\u0435\u043c\u044f \u0432\u0438\u0434\u0430\u043c\u0438 \u043f\u043e\u0438\u0441\u043a\u0430, \u043f\u043e-\u043a\u043b\u0430\u0441\u0441\u0438\u043a\u0435: \u043f\u043e\u043b\u043d\u043e\u0442\u0435\u043a\u0441\u0442 (tfidf, bm25), \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u044b\u0439 \u043f\u043e\u0438\u0441\u043a \u0441 \u044d\u043c\u0431\u0430\u043c\u0438 (FRIDA, sbert \u0438 \u0442\u043f), \u043d\u0443 \u0438 \u0440\u0430\u0431\u043e\u0442\u0430 \u0441 \u0447\u0430\u043d\u043a\u0430\u043c\u0438 \u043f\u043e\u0438\u0441\u043a \u043f\u043e \u043d\u0438\u043c. \u0412 \u043e\u0431\u0449\u0435\u043c-\u0442\u043e \u0432\u0441\u0435. \u0427\u0438\u0441\u0442\u043e \u0441\u0442\u0430\u0440\u0442\u0430\u043d\u0443\u0442\u044c. \ud83d\udc4d<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4845","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/posts\/4845","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4845"}],"version-history":[{"count":0,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=\/wp\/v2\/posts\/4845\/revisions"}],"wp:attachment":[{"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4845"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4845"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/x0ct.com\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4845"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}