{"id":34621,"date":"2025-09-12T22:58:04","date_gmt":"2025-09-12T13:58:04","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?post_type=glossary&p=34621"},"modified":"2025-09-29T17:20:33","modified_gmt":"2025-09-29T08:20:33","slug":"retrieval-augmented-generation","status":"publish","type":"glossary","link":"https:\/\/uxdaystokyo.com\/articles\/glossary\/retrieval-augmented-generation\/","title":{"rendered":"RAG"},"content":{"rendered":"

Retrieval-Augmented Generation \u306e\u7565\u8a9e\u3067\u3001\u65e5\u672c\u8a9e\u3067\u306f\u300c\u691c\u7d22\u62e1\u5f35\u751f\u6210\u300d\u3068\u76f4\u8a33\u3055\u308c\u308b\u3002
\n<\/span>\u5916\u90e8\u77e5\u8b58\u30d9\u30fc\u30b9\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304b\u3089\u95a2\u9023\u60c5\u5831\u3092\u691c\u7d22\uff08Retrieval\uff09\u3057\u3001\u305d\u308c\u3092\u57fa\u306b\u751f\u6210AI\uff08Generation\uff09\u304c\u56de\u7b54\u3092\u4f5c\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3002<\/p>\n

\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09<\/a>\u306f\u5185\u90e8\u306b\u81a8\u5927\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6301\u3064\u304c\u3001\u77e5\u8b58\u306e\u6700\u65b0\u6027\u3084\u5c02\u9580\u6027\u306b\u306f\u9650\u754c\u304c\u3042\u308b\u3002RAG\u306f\u691c\u7d22\u3068\u751f\u6210\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6b63\u78ba\u6027\u30fb\u4fe1\u983c\u6027\u30fb\u8aac\u660e\u53ef\u80fd\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u6280\u8853\u3067\u3042\u308b\u3002<\/p>\n

\"RAG\"<\/p>\n

\u63d0\u5531\u8005<\/h2>\n

RAG\u306f2020\u5e74\u306b Meta AI\uff08\u5f53\u6642Facebook AI Research, FAIR\uff09<\/strong> \u306e\u7814\u7a76\u8005\u3089\u306b\u3088\u3063\u3066\u63d0\u6848\u3055\u308c\u305f\u3002
\n\u4ee3\u8868\u7684\u306a\u8ad6\u6587\u306f Patrick Lewis, Ethan Perez, Aleksandra Piktus \u3089\u306b\u3088\u308b \u201cRetrieval-Augmented Generation for Knowledge-Intensive NLP Tasks\u201d<\/strong> \u3067\u3042\u308b\u3002<\/p>\n

\u30c7\u30b6\u30a4\u30f3\u306b\u304a\u3051\u308b\u5229\u7528\u65b9\u6cd5\u3068\u5177\u4f53\u7684\u4e8b\u4f8b<\/h2>\n\n\n\n\n\n\n\n\n
\u6d3b\u7528\u5834\u9762<\/th>\n\u5185\u5bb9<\/th>\n<\/tr>\n<\/thead>\n
FAQ\u3084\u30d8\u30eb\u30d7\u30c7\u30b6\u30a4\u30f3<\/strong><\/td>\n\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u304b\u3089\u9069\u5207\u306a\u60c5\u5831\u3092\u691c\u7d22\u3057\u3001\u81ea\u7136\u306a\u6587\u7ae0\u3067\u56de\u7b54\u3092\u63d0\u793a\u3059\u308b\u3002<\/td>\n<\/tr>\n
\u691c\u7d22\u4f53\u9a13\u306e\u6539\u5584<\/strong><\/td>\n\u901a\u5e38\u306e\u691c\u7d22\u306f\u300c\u6587\u66f8\u306e\u65ad\u7247\u300d\u3092\u8fd4\u3059\u3060\u3051\u3060\u304c\u3001RAG\u3092\u7528\u3044\u308c\u3070\u300c\u7d71\u5408\u7684\u3067\u7406\u89e3\u3057\u3084\u3059\u3044\u7b54\u3048\u300d\u3092\u751f\u6210\u3067\u304d\u308b\u3002<\/td>\n<\/tr>\n
\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9UX<\/strong><\/td>\n\u500b\u3005\u306e\u30e6\u30fc\u30b6\u30fc\u5c65\u6b74\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u5bfe\u8c61\u3068\u3057\u3001\u72b6\u6cc1\u306b\u5373\u3057\u305f\u5fdc\u7b54\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6587\u8108\u306b\u5408\u3063\u305f\u4f53\u9a13\u3092\u5b9f\u73fe\u3067\u304d\u308b\u3002<\/td>\n<\/tr>\n
\u696d\u52d9\u652f\u63f4\u30c4\u30fc\u30eb<\/strong><\/td>\n\u793e\u54e1\u304c\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u898f\u7a0b\u3092\u63a2\u3059\u6642\u9593\u3092\u77ed\u7e2e\u3057\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u8cea\u554f\u3059\u308b\u3060\u3051\u3067\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53d6\u5f97\u53ef\u80fd\u306b\u3059\u308b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u300c\u3053\u306e\u5834\u9762\u306b\u4f7f\u3048\u308b\u300d\u5177\u4f53\u4f8b<\/h2>\n