{"id":4216,"date":"2023-12-29T17:21:00","date_gmt":"2023-12-29T08:21:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4216"},"modified":"2023-12-29T17:21:00","modified_gmt":"2023-12-29T08:21:00","slug":"retrieval-augmented-generation-for-large-language-models-a-survey","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4216","title":{"rendered":"Retrieval-Augmented Generation for Large Language Models: A Survey\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Retrieval-Augmented Generation for Large Language Models: A Survey\u00a0<\/strong>[12.6]<br>Retrieval-Augmented Generation (RAG)\u306f\u3001\u5927\u304d\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u524d\u306b\u3001\u5916\u90e8\u77e5\u8b58\u30d9\u30fc\u30b9\u304b\u3089\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u691c\u7d22\u3059\u308b\u3053\u3068\u3092\u6307\u3059\u3002 \u60c5\u5831\u6e90\u3092\u5f15\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u56de\u7b54\u306e\u6b63\u78ba\u3055\u3092\u78ba\u8a8d\u3057\u3001\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4fe1\u983c\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6642\u4ee3\u306b\u304a\u3051\u308bRAG\u306e\u958b\u767a\u30d1\u30e9\u30c0\u30a4\u30e0\u306b\u3064\u3044\u3066\u6982\u8aac\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2312.10997v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2312.10997v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 18 Dec 2023 07:47:33 GMT)<\/li>\n\n\n\n<li>\u5fdc\u7528\u4f8b\u304c\u5897\u52a0\u3057\u3066\u3044\u308bRAG\u306e\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Tongji-KGLLM\/RAG-Survey\">Tongji-KGLLM\/RAG-Survey (github.com)<\/a>\u3001\u8ad6\u6587\u3078\u306e\u30ea\u30f3\u30af\u96c6\u3082\u6709\u7528<\/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":[223,324,387],"class_list":["post-4216","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-rag","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4216","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=4216"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4216\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4216"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4216"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4216"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}