{"id":5345,"date":"2024-08-26T04:26:00","date_gmt":"2024-08-25T19:26:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5345"},"modified":"2024-08-26T04:26:00","modified_gmt":"2024-08-25T19:26:00","slug":"raglab-a-modular-and-research-oriented-unified-framework-for-retrieval-augmented-generation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5345","title":{"rendered":"RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation\u00a0<\/strong>[54.7]<br>\u5927\u304d\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u5bfe\u8a71\u3001\u63a8\u8ad6\u3001\u77e5\u8b58\u4fdd\u6301\u306b\u304a\u3051\u308b\u4eba\u9593\u30ec\u30d9\u30eb\u306e\u80fd\u529b\u3092\u793a\u3059\u3002 \u73fe\u5728\u306e\u7814\u7a76\u306f\u3001LLM\u306b\u5916\u90e8\u77e5\u8b58\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u3053\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u5bfe\u51e6\u3057\u3066\u3044\u308b\u3002 RAGLAB\u306f\u30e2\u30b8\u30e5\u30fc\u30eb\u7684\u3067\u7814\u7a76\u6307\u5411\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u30016\u3064\u306e\u65e2\u5b58\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u518d\u73fe\u3057\u3001RAG\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8abf\u67fb\u3059\u308b\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2408.11381v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2408.11381v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 21 Aug 2024 07:20:48 GMT)<\/li>\n\n\n\n<li>RAG\u306b\u95a2\u3059\u308b\u30e2\u30b8\u30e5\u30fc\u30eb\u578b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u300copen-source tools such as LlamaIndex and LangChain employ high-level abstractions, which results in a lack of transparency and limits the ability to develop novel algorithms and evaluation metrics.\u300d\u3068\u3042\u308b\u304c\u3001\u5b9f\u5229\u7528\u3067\u3082\u62bd\u8c61\u5316\u3057\u3059\u304e\u3066\u4f7f\u3044\u306b\u304f\u3044\u3053\u3068\u306f\u591a\u3044\u5370\u8c61\u2026<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/fate-ubw\/RAGLab\">GitHub &#8211; fate-ubw\/RAGLAB: RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation<\/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":[293,324],"class_list":["post-5345","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-oss","tag-rag"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5345","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=5345"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5345\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5345"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5345"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5345"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}