{"id":39439,"date":"2026-10-10T23:57:12","date_gmt":"2026-10-10T14:57:12","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?post_type=glossary&#038;p=39439"},"modified":"2026-10-10T23:57:12","modified_gmt":"2026-10-10T14:57:12","slug":"agentic-rag","status":"publish","type":"glossary","link":"https:\/\/uxdaystokyo.com\/articles\/glossary\/agentic-rag\/","title":{"rendered":"agentic RAG"},"content":{"rendered":"<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u3068\u306f\u3001AI\u304c\u56de\u7b54\u3092\u8003\u3048\u308b\u969b\u306b\u3001\u3069\u3053\u306b\u60c5\u5831\u3092\u63a2\u3057\u306b\u884c\u304d\u3001\u3069\u3093\u306a\u8a00\u8449\u3067\u691c\u7d22\u3059\u308b\u304b\u3092\u81ea\u5206\u3067\u6c7a\u3081\u3001\u898b\u3064\u3051\u3089\u308c\u306a\u3051\u308c\u3070\u4f55\u5ea6\u3082\u65b9\u6cd5\u3092\u5909\u3048\u3066\u63a2\u3057\u306b\u3044\u304f\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3002<\/p>\n<p>\u6c7a\u307e\u3063\u305f\u7bc4\u56f2\u3092\u4e00\u5ea6\u3060\u3051\u691c\u7d22\u3059\u308bRAG\u3067\u306f\u7b54\u3048\u304c\u51fa\u306a\u3044\u8cea\u554f\u306b\u3082\u3001\u7b54\u3048\u306b\u5fc5\u8981\u306a\u8cc7\u6599\u3092\u96c6\u3081\u76f4\u3057\u3066\u7b54\u3048\u3089\u308c\u308b\u70b9\u304c\u5229\u70b9\u3067\u3042\u308b\u3002<\/p>\n<h2>\u8a9e\u6e90\u30fb\u63d0\u5531\u8005<\/h2>\n<p>RAG\u3068\u3044\u3046\u8003\u3048\u65b9\u306f\u30012020\u5e745\u6708\u306b<ruby>Patrick<rt>\u30d1\u30c8\u30ea\u30c3\u30af<\/rt><\/ruby> <ruby>Lewis<rt>\u30eb\u30a4\u30b9<\/rt><\/ruby> \u3089\u304c<a href=\"https:\/\/arxiv.org\/abs\/2005.11401\">\u8ad6\u6587<\/a>\u3067\u793a\u3057\u305f\u3002\u305d\u306e\u5f8c\u3001RAG\u304c\u5b9f\u52d9\u3067\u52d5\u304d\u59cb\u3081\u308b\u3068\u3001\u5f31\u70b9\u3082\u898b\u3048\u3066\u304d\u305f\u3002\u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2\u306e\u30c7\u30a3\u30fc\u30ad\u30f3\u5927\u5b66\u306e\u7814\u7a76\u30c1\u30fc\u30e0\u306f\u30012024\u5e741\u6708\u306e<a href=\"https:\/\/arxiv.org\/abs\/2401.05856\">\u5831\u544a<\/a>\u3067RAG\u306e\u3064\u307e\u305a\u304d\u3069\u3053\u308d\u3092\u6319\u3052\u3066\u3044\u308b\u3002\u305d\u306e\u3072\u3068\u3064\u304c\u3001\u300c\u7b54\u3048\u306e\u66f8\u3044\u3066\u3042\u308b\u6587\u66f8\u304c\u3042\u308b\u306e\u306b\u3001\u691c\u7d22\u306e\u4e0a\u4f4d\u306b\u5165\u3089\u305a\u62fe\u3048\u306a\u3044\u300d\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n<p>\u63a2\u3057\u65b9\u3092AI\u306b\u4efb\u305b\u308b\u5f62\u306f\u3001\u3053\u306e\u5f31\u70b9\u3092\u88dc\u3046\u65b9\u6cd5\u3068\u3057\u3066\u5e83\u304c\u3063\u305f\u30022024\u5e741\u6708\u306b\u306f\u3001RAG\u306e\u958b\u767a\u57fa\u76e4\u3092\u516c\u958b\u3057\u3066\u3044\u308bLlamaIndex\u306e<a href=\"https:\/\/llamaindex.ai\/blog\/agentic-rag-with-llamaindex-2721b8a49ff6\">\u516c\u5f0f\u30d6\u30ed\u30b0<\/a>\u304c\u3001\u3053\u306e\u5f62\u3092\u300cAgentic RAG\u300d\u3068\u3044\u3046\u547c\u3073\u540d\u3067\u7d39\u4ecb\u3057\u3066\u3044\u308b\u30022025\u5e741\u6708\u306b\u306f\u3001<ruby>Aditi<rt>\u30a2\u30c7\u30a3\u30c6\u30a3<\/rt><\/ruby> <ruby>Singh<rt>\u30b7\u30f3<\/rt><\/ruby> \u3089\u306e<a href=\"https:\/\/arxiv.org\/abs\/2501.09136\">\u8abf\u67fb\u8ad6\u6587<\/a>\u304c\u3001RAG\u306e\u5de5\u7a0b\u306b\u81ea\u5206\u3067\u5224\u65ad\u3059\u308bAI\u3092\u7d44\u307f\u8fbc\u3093\u3060\u3082\u306e\u3068\u3057\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u3092\u5b9a\u7fa9\u3057\u305f\u3002<\/p>\n<h2>\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u306f\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308b<\/h2>\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u306e\u571f\u53f0\u306b\u3042\u308b\u306e\u306f\u3001RAG\uff08Retrieval-Augmented Generation\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u3044\u3046\u6280\u8853\u3067\u3042\u308b\u3002<\/p>\n<p>AI\u306f\u5b66\u7fd2\u3057\u305f\u6642\u70b9\u307e\u3067\u306e\u77e5\u8b58\u3057\u304b\u6301\u305f\u306a\u3044\u306e\u3067\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u793e\u5185\u306e\u898f\u7a0b\u306e\u3088\u3046\u306a\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u8cc7\u6599\u306b\u3064\u3044\u3066\u7b54\u3048\u3089\u308c\u306a\u3044\u3002RAG\u306f\u3001\u8cea\u554f\u3092\u53d7\u3051\u308b\u3068\u3001\u3042\u3089\u304b\u3058\u3081\u6c7a\u3081\u3066\u304a\u3044\u305f\u8cc7\u6599\u306e\u4e2d\u304b\u3089\u95a2\u4fc2\u306e\u3042\u308a\u305d\u3046\u306a\u6587\u66f8\u3092\u691c\u7d22\u3057\u3001\u305d\u308c\u3092\u8aad\u3093\u3067\u304b\u3089\u7b54\u3048\u3092\u4f5c\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3002\u300c\u80b2\u5150\u4f11\u696d\u306f\u4f55\u304b\u6708\u524d\u307e\u3067\u306b\u7533\u8acb\u3059\u308b\u304b\u300d\u306e\u3088\u3046\u306a\u8cea\u554f\u306a\u3089\u3001\u3053\u306e\u63a2\u3057\u65b9\u3067\u5341\u5206\u306b\u7b54\u3048\u3089\u308c\u308b\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001RAG\u306b\u306f\u5f31\u70b9\u304c\u3042\u308b\u3002\u63a2\u3059\u306e\u306f\u4e00\u5ea6\u304d\u308a\u3067\u3001\u62fe\u3063\u305f\u6587\u66f8\u3067\u7b54\u3048\u306b\u8db3\u308a\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u304b\u3081\u306a\u3044\u3053\u3068\u3067\u3042\u308b\u3002\u56f0\u308b\u306e\u306f\u3001\u305f\u3068\u3048\u30702\u3064\u306e\u8cc7\u6599\u3092\u898b\u6bd4\u3079\u306a\u3044\u3068\u7b54\u3048\u304c\u51fa\u306a\u3044\u8cea\u554f\u3067\u3042\u308b\u3002\u793e\u5185\u306e\u898f\u7a0b\u306b\u3064\u3044\u3066\u7b54\u3048\u308bAI\u306b\u300c\u80b2\u5150\u4f11\u696d\u306e\u7533\u8acb\u671f\u9650\u306f\u3001\u53bb\u5e74\u3068\u4eca\u5e74\u3067\u3069\u3046\u5909\u308f\u3063\u305f\u304b\u300d\u3068\u805e\u3044\u305f\u3068\u3059\u308b\u3002\u4eba\u9593\u306a\u3089\u3001\u53bb\u5e74\u306e\u898f\u7a0b\u3068\u4eca\u5e74\u306e\u898f\u7a0b\u3092\u305d\u308c\u305e\u308c\u958b\u304d\u3001\u7533\u8acb\u671f\u9650\u306e\u9805\u76ee\u3092\u8aad\u307f\u6bd4\u3079\u308b\u3060\u308d\u3046\u3002<\/p>\n<figure style=\"text-align: center; margin: 1.5em auto;\"><img decoding=\"async\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/10\/agentic-rag-1.png\" alt=\"\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u306f\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u306e\u30a4\u30e1\u30fc\u30b8\" style=\"width: 100%; max-width: 640px; height: auto; display: block; margin: 0 auto; border-radius: 6px;\" \/><\/figure>\n<p>\u3068\u3053\u308d\u304c\u3001RAG\u306f\u300c\u53bb\u5e74\u300d\u300c\u4eca\u5e74\u300d\u300c\u898f\u7a0b\u300d\u3068\u3044\u3063\u305f\u8a00\u8449\u3092\u307e\u3068\u3081\u30661\u56de\u3060\u3051\u691c\u7d22\u3059\u308b\u306e\u3067\u3001\u53bb\u5e74\u3068\u4eca\u5e74\u306e\u3069\u3061\u3089\u304b\u306e\u898f\u7a0b\u3092\u62fe\u3044\u640d\u306d\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u7247\u65b9\u306e\u898f\u7a0b\u3057\u304b\u8aad\u3093\u3067\u3044\u306a\u3044AI\u306f\u3001\u4f55\u304c\u5909\u308f\u3063\u305f\u304b\u3092\u7b54\u3048\u3089\u308c\u306a\u3044\u3002<\/p>\n<h2>\u6b21\u306b\u4f55\u3092\u8abf\u3079\u308b\u304b\u3092AI\u304c\u6c7a\u3081\u3066\u52d5\u304f<\/h2>\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u3067\u306f\u3001AI\u304c\u300c\u6b21\u306b\u4f55\u3092\u8abf\u3079\u308b\u3079\u304d\u304b\u300d\u3092\u81ea\u5206\u3067\u6c7a\u3081\u308b\u3002\u5148\u307b\u3069\u306e\u8cea\u554f\u306a\u3089\u3001AI\u306f\u6b21\u306e\u3088\u3046\u306b\u52d5\u304f\u3002<\/p>\n<ul>\n<li>\u53bb\u5e74\u306e\u80b2\u5150\u4f11\u696d\u306e\u898f\u7a0b\u3092\u63a2\u3059<\/li>\n<li>\u4eca\u5e74\u306e\u80b2\u5150\u4f11\u696d\u306e\u898f\u7a0b\u3092\u63a2\u3059<\/li>\n<li>\u62fe\u3063\u305f\u6587\u66f8\u306e\u4e21\u65b9\u306b\u7533\u8acb\u671f\u9650\u304c\u66f8\u3044\u3066\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u308b<\/li>\n<li>\u66f8\u3044\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u63a2\u3059\u8a00\u8449\u3092\u5909\u3048\u3066\u3082\u3046\u4e00\u5ea6\u63a2\u3059<\/li>\n<li>\u4e21\u65b9\u304c\u305d\u308d\u3063\u305f\u3089\u3001\u898b\u6bd4\u3079\u3066\u7b54\u3048\u308b<\/li>\n<\/ul>\n<p>\u4eba\u9593\u304c\u8cc7\u6599\u3092\u8abf\u3079\u308b\u3068\u304d\u306e\u52d5\u304d\u306b\u8fd1\u3044\u3002AI\u306f\u691c\u7d22\u3057\u3066\u7d42\u308f\u308a\u306b\u305b\u305a\u3001\u62fe\u3063\u305f\u4e2d\u8eab\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u6b21\u306e\u4e00\u624b\u3092\u6c7a\u3081\u308b\u3002<\/p>\n<figure style=\"text-align: center; margin: 1.5em auto;\"><img decoding=\"async\" src=\"https:\/\/uxdaystokyo.com\/articles\/wp-content\/uploads\/2026\/10\/agentic-rag-2.png\" alt=\"\u6b21\u306b\u4f55\u3092\u8abf\u3079\u308b\u304b\u3092AI\u304c\u6c7a\u3081\u3066\u52d5\u304f\u306e\u30a4\u30e1\u30fc\u30b8\" style=\"width: 100%; max-width: 640px; height: auto; display: block; margin: 0 auto; border-radius: 6px;\" \/><\/figure>\n<p>\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\uff08agentic\uff09\u300d\u306f\u3001AI\u304c\u76ee\u7684\u306b\u5411\u3051\u3066\u81ea\u5206\u3067\u624b\u9806\u3092\u6c7a\u3081\u3066\u52d5\u304f\u6027\u8cea\u3092\u6307\u3059\u3002\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u3092\u63d0\u4f9b\u3059\u308bWeaviate\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u3067AI\u304c\u5f15\u304d\u53d7\u3051\u308b\u5224\u65ad\u30924\u3064\u306b<a href=\"https:\/\/weaviate.io\/blog\/what-is-agentic-rag\">\u6574\u7406\u3057\u3066\u3044\u308b<\/a>\u3002<\/p>\n<ul>\n<li>\u305d\u3082\u305d\u3082\u8cc7\u6599\u3092\u63a2\u3059\u5fc5\u8981\u304c\u3042\u308b\u304b<\/li>\n<li>\u3069\u3053\u3092\u63a2\u3059\u304b\uff08\u793e\u5185\u306e\u6587\u66f8\u304b\u3001Web\u304b\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u304b\uff09<\/li>\n<li>\u3069\u3093\u306a\u8a00\u8449\u3067\u63a2\u3059\u304b<\/li>\n<li>\u62fe\u3063\u305f\u8cc7\u6599\u3067\u7b54\u3048\u3089\u308c\u308b\u304b\u3001\u63a2\u3057\u76f4\u3059\u304b<\/li>\n<\/ul>\n<h2>AI\u306b\u63a2\u3057\u65b9\u3092\u4efb\u305b\u308c\u3070\u5fc5\u305a\u826f\u304f\u306a\u308b\u308f\u3051\u3067\u306f\u306a\u3044<\/h2>\n<p>\u63a2\u3057\u65b9\u3092AI\u306b\u4efb\u305b\u308b\u65b9\u6cd5\u306f\u3001\u3069\u3093\u306a\u8cea\u554f\u306b\u3082\u52b9\u304f\u308f\u3051\u3067\u306f\u306a\u3044\u30022026\u5e746\u6708\u306e<a href=\"https:\/\/arxiv.org\/html\/2606.05658v1\">\u6bd4\u8f03\u7814\u7a76<\/a>\u306f\u3001\u5148\u307b\u3069\u306e\u80b2\u5150\u4f11\u696d\u898f\u7a0b\u306e\u4f8b\u3067AI\u304c\u3084\u3063\u305f\u300c\u8cea\u554f\u3092\u5206\u3051\u3066\u3001\u305d\u308c\u305e\u308c\u63a2\u3059\u300d\u52d5\u304d\u3092\u53d6\u308a\u51fa\u3057\u3001\u8cea\u554f\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u306f\u3001\u5fc5\u8981\u306a\u6587\u66f8\u3092\u62fe\u3048\u308b\u5272\u5408\u304c\u304b\u3048\u3063\u3066\u843d\u3061\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u305f\u3002<\/p>\n<p>\u7cbe\u5ea6\u304c\u843d\u3061\u308b\u8cea\u554f\u3068\u306f\u300c\u30ca\u30df\u30d3\u30a2\u306e\u521d\u4ee3\u5927\u7d71\u9818\u306e\u5f8c\u3092\u7d99\u3044\u3060\u306e\u306f\u8ab0\u304b\u300d\u306e\u3088\u3046\u306b\u3001\u307e\u305a\u521d\u4ee3\u5927\u7d71\u9818\u304c\u8ab0\u304b\u3092\u8abf\u3079\u3001\u305d\u306e\u7b54\u3048\u3092\u624b\u304c\u304b\u308a\u306b\u6b21\u306e\u6587\u66f8\u3092\u63a2\u3055\u306a\u3044\u3068\u7b54\u3048\u304c\u51fa\u306a\u3044\u3088\u3046\u306a\u3082\u306e\u3067\u3042\u308b\u3002<\/p>\n<p>\u7814\u7a76\u30c1\u30fc\u30e0\u306f\u3001\u305d\u306e\u7406\u7531\u3092\u3001\u8cea\u554f\u3092\u5206\u3051\u308b\u3068\u5143\u306e\u8cea\u554f\u306e\u624b\u304c\u304b\u308a\u304c\u629c\u3051\u843d\u3061\u3084\u3059\u3044\u305f\u3081\u3060\u3068\u898b\u3066\u3044\u308b\u3002\u305f\u3068\u3048\u3070\u3001\u3053\u306e\u8cea\u554f\u3092\u300c\u30ca\u30df\u30d3\u30a2\u306e\u521d\u4ee3\u5927\u7d71\u9818\u306f\u8ab0\u304b\u300d\u3068\u300c\u305d\u306e\u4eba\u306e\u5f8c\u3092\u7d99\u3044\u3060\u306e\u306f\u8ab0\u304b\u300d\u306e2\u3064\u306b\u5206\u3051\u305f\u3068\u3059\u308b\u3002\u5f8c\u308d\u306e\u8cea\u554f\u3060\u3051\u3092\u898b\u308b\u3068\u300c\u30ca\u30df\u30d3\u30a2\u300d\u3068\u3044\u3046\u624b\u304c\u304b\u308a\u304c\u629c\u3051\u843d\u3061\u3066\u3001\u300c\u5f8c\u3092\u7d99\u3044\u3060\u300d\u3068\u3044\u3046\u8a00\u8449\u3060\u3051\u304c\u6b8b\u308b\u3002\u3059\u308b\u3068\u3001\u307b\u304b\u306e\u56fd\u306e\u5927\u7d71\u9818\u3084\u4f1a\u793e\u306e\u5f8c\u7d99\u304e\u306b\u3064\u3044\u3066\u306e\u6587\u66f8\u307e\u3067\u62fe\u3063\u3066\u3057\u307e\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001\u7b54\u3048\u304c\u8fd4\u3063\u3066\u304f\u308b\u307e\u3067\u306e\u6642\u9593\u3082\u304b\u304b\u308b\u3088\u3046\u306b\u306a\u308b\u30021\u554f\u306b\u7b54\u3048\u308b\u307e\u3067\u306e\u5e73\u5747\u6642\u9593\u306f\u3001\u8cea\u554f\u3092\u5206\u3051\u308b\u3060\u3051\u30672\u500d\u304b\u30893\u500d\u4ee5\u4e0a\u306b\u5ef6\u3073\u305f\u3002\u62fe\u3063\u305f\u7d50\u679c\u3092\u898b\u76f4\u3057\u3066\u63a2\u3057\u76f4\u3059\u52d5\u304d\u307e\u3067\u8db3\u3059\u3068\u3001\u5927\u7d71\u9818\u306e\u4f8b\u306e\u3088\u3046\u306a\u554f\u984c\u3067\u306f17\u79d2\u304b\u3089104\u79d2\u3068\u3001\u304a\u3088\u305d6\u500d\u306b\u306a\u3063\u305f\u3002\u3053\u306e\u7814\u7a76\u306f\u3001\u63a2\u3057\u76f4\u3059\u4ed5\u7d44\u307f\u3092\u3059\u3079\u3066\u306e\u8cea\u554f\u306b\u4f7f\u308f\u305a\u3001\u624b\u9593\u306b\u898b\u5408\u3046\u8cea\u554f\u3092\u9078\u3093\u3067\u4f7f\u3046\u3079\u304d\u3060\u3068\u7d50\u8ad6\u3065\u3051\u3066\u3044\u308b\u3002<\/p>\n<h2>RAG\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u306e\u3069\u3061\u3089\u3092\u4f7f\u3046\u304b\u3092AI\u306b\u5224\u65ad\u3055\u305b\u308b<\/h2>\n<p>2024\u5e743\u6708\u306eAdaptive-RAG\u3068\u3044\u3046<a href=\"https:\/\/arxiv.org\/abs\/2403.14403\">\u7814\u7a76<\/a>\u306f\u3001\u8cea\u554f\u306b\u3088\u3063\u3066\u5411\u3044\u3066\u3044\u308b\u63a2\u3057\u65b9\u304c\u9055\u3046\u3053\u3068\u306b\u76ee\u3092\u3064\u3051\u305f\u3002\u305d\u3053\u3067\u3001\u307e\u305a\u5c0f\u3055\u306aAI\u304c\u8cea\u554f\u306e\u96e3\u3057\u3055\u3092\u898b\u7acb\u3066\u3001\u6b21\u306e3\u3064\u304b\u3089\u63a2\u3057\u65b9\u3092\u9078\u3076\u3088\u3046\u306b\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u63a2\u3055\u305a\u306b\u7b54\u3048\u308b<\/li>\n<li>\u4e00\u5ea6\u3060\u3051\u63a2\u3059<\/li>\n<li>\u63a2\u3057\u76f4\u3057\u306a\u304c\u3089\u7b54\u3048\u308b<\/li>\n<\/ul>\n<p>\u96e3\u3057\u3044\u8cea\u554f\u306b\u3060\u3051\u624b\u9593\u306e\u304b\u304b\u308b\u63a2\u3057\u65b9\u3092\u4f7f\u3046\u306e\u3067\u3001\u7c21\u5358\u306a\u8cea\u554f\u306b\u306f\u7d20\u65e9\u304f\u7b54\u3048\u3089\u308c\u308b\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u4efb\u305b\u308b\u7bc4\u56f2\u3092\u5e83\u3052\u308b\u3053\u3068\u3082\u307e\u305f\u3001\u826f\u3057\u60aa\u3057\u304c\u3042\u308b\u30022026\u5e743\u6708\u306e<a href=\"https:\/\/arxiv.org\/abs\/2603.07379\">\u8abf\u67fb\u8ad6\u6587<\/a>\u3067\u306f\u3001AI\u304c\u9014\u4e2d\u3067\u62fe\u3063\u305f\u9593\u9055\u3044\u3092\u6b21\u306e\u691c\u7d22\u306b\u6301\u3061\u8fbc\u307f\u3001\u9593\u9055\u3044\u304c\u81a8\u3089\u3093\u3067\u3044\u304f\u3053\u3068\u3084\u3001\u63a2\u3057\u3066\u3044\u308b\u3046\u3061\u306b\u5143\u306e\u8cea\u554f\u304b\u3089\u5c11\u3057\u305a\u3064\u305a\u308c\u3066\u3044\u304f\u3053\u3068\u304c\u3042\u308b\u3068\u8ff0\u3079\u3066\u3044\u308b\u3002\u3069\u3053\u307e\u3067\u3092AI\u306b\u4efb\u305b\u308b\u304b\u306f\u3001\u4f5c\u308a\u624b\u304c\u614e\u91cd\u306b\u6c7a\u3081\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n<h2>\u95a2\u9023\u7528\u8a9e<\/h2>\n<ul>\n<li>\u30d9\u30af\u30c8\u30eb\u691c\u7d22<\/li>\n<li>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0<\/li>\n<li>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/li>\n<\/ul>\n<blockquote class=\"wp-embedded-content\" data-secret=\"Sls4DkXI0E\"><p><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/ai-agent\/\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"\u201cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u201d \u2014 UX TIMES\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/ai-agent\/embed\/#?secret=AQCf9po53f#?secret=Sls4DkXI0E\" data-secret=\"Sls4DkXI0E\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"PexuXVL635\"><p><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/hallucination\/\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"\u201c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u201d \u2014 UX TIMES\" src=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/hallucination\/embed\/#?secret=hAhlgbgN9T#?secret=PexuXVL635\" data-secret=\"PexuXVL635\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u304c\u8cc7\u6599\u306e\u63a2\u3057\u65b9\u3068\u56de\u6570\u3092\u81ea\u5206\u3067\u6c7a\u3081\u3066\u7b54\u3048\u308b\u4ed5\u7d44\u307f<\/p>\n","protected":false},"author":61,"featured_media":39436,"template":"","meta":{"_monsterinsights_skip_tracking":false,"English":"agentic","design_hint":"","footnotes":""},"glossary-category":[418],"glossary_tag":[],"class_list":["post-39439","glossary","type-glossary","status-publish","has-post-thumbnail","hentry","glossary-category-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>agentic RAG | UX TIMES<\/title>\n<meta name=\"description\" content=\"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u3068\u306f\u3001AI\u304c\u56de\u7b54\u3092\u8003\u3048\u308b\u969b\u306b\u3001\u3069\u3053\u306b\u60c5\u5831\u3092\u63a2\u3057\u306b\u884c\u304d\u3001\u3069\u3093\u306a\u8a00\u8449\u3067\u691c\u7d22\u3059\u308b\u304b\u3092\u81ea\u5206\u3067\u6c7a\u3081\u3001\u898b\u3064\u3051\u3089\u308c\u306a\u3051\u308c\u3070\u4f55\u5ea6\u3082\u65b9\u6cd5\u3092\u5909\u3048\u3066\u63a2\u3057\u306b\u3044\u304f\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3002  \u6c7a\u307e\u3063\u305f\u7bc4\u56f2\u3092\u4e00\u5ea6\u3060\u3051\u691c\u7d22\u3059\u308bRAG\u3067\u306f\u7b54\u3048\u304c\u51fa\u306a\u3044\u8cea\u554f\u306b\u3082\u3001\u7b54\u3048\u306b\u5fc5\u8981\u306a\u8cc7\u6599\u3092\u96c6\u3081\u76f4\u3057\u3066\u7b54\u3048\u3089\u308c\u308b\u70b9\u304c\u5229\u70b9\u3067\u3042\u308b\u3002 \u8a9e\u6e90\u30fb\u63d0\u5531\u8005 RAG\u3068\u3044\u3046\u8003\u3048\u65b9\u306f\u30012020\u5e745\u6708\u306bPatrick\u30d1\u30c8\u30ea\u30c3\u30af Lewis\u30eb\u30a4\u30b9 \u3089\u304c\u8ad6\u6587\u3067\u793a\u3057\u305f\u3002\u305d\u306e\u5f8c\u3001RAG\u304c\u5b9f\u52d9\u3067\u52d5\u304d\u59cb\u3081\u308b\u3068\u3001\u5f31\u70b9\u3082\u898b\u3048\u3066\u304d\u305f\u3002\u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2\u306e\u30c7\u30a3\u30fc\u30ad\u30f3\u5927\u5b66\u306e\u7814\u7a76\u30c1\u30fc\u30e0\u306f\u30012024\u5e741\u6708\u306e\u5831\u544a\u3067RAG\u306e\u3064\u307e\u305a\u304d\u3069\u3053\u308d\u3092\u6319\u3052\u3066\u3044\u308b\u3002\u305d\u306e\u3072\u3068\u3064\u304c\u3001\u300c\u7b54\u3048\u306e\u66f8\u3044\u3066\u3042\u308b\u6587\u66f8\u304c\u3042\u308b\u306e\u306b\u3001\u691c\u7d22\u306e\u4e0a\u4f4d\u306b\u5165\u3089\u305a\u62fe\u3048\u306a\u3044\u300d\u3053\u3068\u3067\u3042\u308b\u3002  \u63a2\u3057\u65b9\u3092AI\u306b\u4efb\u305b\u308b\u5f62\u306f\u3001\u3053\u306e\u5f31\u70b9\u3092\u88dc\u3046\u65b9\u6cd5\u3068\u3057\u3066\u5e83\u304c\u3063\u305f\u30022024\u5e741\u6708\u306b\u306f\u3001RAG\u306e\u958b\u767a\u57fa\u76e4\u3092\u516c\u958b\u3057\u3066\u3044\u308bLlamaIndex\u306e\u516c\u5f0f\u30d6\u30ed\u30b0\u304c\u3001\u3053\u306e\u5f62\u3092\u300cAgentic RAG\u300d\u3068\u3044\u3046\u547c\u3073\u540d\u3067\u7d39\u4ecb\u3057\u3066\u3044\u308b\u30022025\u5e741\u6708\u306b\u306f\u3001Aditi\u30a2\u30c7\u30a3\u30c6\u30a3 Singh\u30b7\u30f3 \u3089\u306e\u8abf\u67fb\u8ad6\u6587\u304c\u3001RAG\u306e\u5de5\u7a0b\u306b\u81ea\u5206\u3067\u5224\u65ad\u3059\u308bAI\u3092\u7d44\u307f\u8fbc\u3093\u3060\u3082\u306e\u3068\u3057\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u3092\u5b9a\u7fa9\u3057\u305f\u3002 \u4e00\u5ea6\u306e\u691c\u7d22\u3067\u306f\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308b \u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u306e\u571f\u53f0\u306b\u3042\u308b\u306e\u306f\u3001RAG\uff08Retrieval-Augmented Generation\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u3044\u3046\u6280\u8853\u3067\u3042\u308b\u3002  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\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0  https:\/\/uxdaystokyo.com\/articles\/glossary\/ai-agent\/ https:\/\/uxdaystokyo.com\/articles\/glossary\/hallucination\/\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/agentic-rag\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"agentic RAG | UX TIMES\" \/>\n<meta property=\"og:description\" content=\"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u3068\u306f\u3001AI\u304c\u56de\u7b54\u3092\u8003\u3048\u308b\u969b\u306b\u3001\u3069\u3053\u306b\u60c5\u5831\u3092\u63a2\u3057\u306b\u884c\u304d\u3001\u3069\u3093\u306a\u8a00\u8449\u3067\u691c\u7d22\u3059\u308b\u304b\u3092\u81ea\u5206\u3067\u6c7a\u3081\u3001\u898b\u3064\u3051\u3089\u308c\u306a\u3051\u308c\u3070\u4f55\u5ea6\u3082\u65b9\u6cd5\u3092\u5909\u3048\u3066\u63a2\u3057\u306b\u3044\u304f\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3002  \u6c7a\u307e\u3063\u305f\u7bc4\u56f2\u3092\u4e00\u5ea6\u3060\u3051\u691c\u7d22\u3059\u308bRAG\u3067\u306f\u7b54\u3048\u304c\u51fa\u306a\u3044\u8cea\u554f\u306b\u3082\u3001\u7b54\u3048\u306b\u5fc5\u8981\u306a\u8cc7\u6599\u3092\u96c6\u3081\u76f4\u3057\u3066\u7b54\u3048\u3089\u308c\u308b\u70b9\u304c\u5229\u70b9\u3067\u3042\u308b\u3002 \u8a9e\u6e90\u30fb\u63d0\u5531\u8005 RAG\u3068\u3044\u3046\u8003\u3048\u65b9\u306f\u30012020\u5e745\u6708\u306bPatrick\u30d1\u30c8\u30ea\u30c3\u30af 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TIMES","og_description":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30afRAG\u3068\u306f\u3001AI\u304c\u56de\u7b54\u3092\u8003\u3048\u308b\u969b\u306b\u3001\u3069\u3053\u306b\u60c5\u5831\u3092\u63a2\u3057\u306b\u884c\u304d\u3001\u3069\u3093\u306a\u8a00\u8449\u3067\u691c\u7d22\u3059\u308b\u304b\u3092\u81ea\u5206\u3067\u6c7a\u3081\u3001\u898b\u3064\u3051\u3089\u308c\u306a\u3051\u308c\u3070\u4f55\u5ea6\u3082\u65b9\u6cd5\u3092\u5909\u3048\u3066\u63a2\u3057\u306b\u3044\u304f\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3002  \u6c7a\u307e\u3063\u305f\u7bc4\u56f2\u3092\u4e00\u5ea6\u3060\u3051\u691c\u7d22\u3059\u308bRAG\u3067\u306f\u7b54\u3048\u304c\u51fa\u306a\u3044\u8cea\u554f\u306b\u3082\u3001\u7b54\u3048\u306b\u5fc5\u8981\u306a\u8cc7\u6599\u3092\u96c6\u3081\u76f4\u3057\u3066\u7b54\u3048\u3089\u308c\u308b\u70b9\u304c\u5229\u70b9\u3067\u3042\u308b\u3002 \u8a9e\u6e90\u30fb\u63d0\u5531\u8005 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