{"id":20233,"date":"2026-06-15T17:23:10","date_gmt":"2026-06-15T08:23:10","guid":{"rendered":"https:\/\/service.biztex.co.jp\/dx-hacker\/?p=20233"},"modified":"2026-06-15T17:23:10","modified_gmt":"2026-06-15T08:23:10","slug":"rag","status":"publish","type":"post","link":"https:\/\/service.biztex.co.jp\/dx-hacker\/glossary\/rag\/","title":{"rendered":"RAG\u3068\u306f\uff1f\u751f\u6210AI\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u4ed5\u7d44\u307f\uff5cDXhacker\u7528\u8a9e\u96c6"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">RAG\u3068\u306f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\uff08Retrieval-Augmented Generation\uff0f\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\u3001<span class=\"swl-marker mark_yellow\"><strong>\u751f\u6210AI\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u3001\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u3057\u3066\u53c2\u7167\u3057\u306a\u304c\u3089\u56de\u7b54\u3059\u308b\u4ed5\u7d44\u307f<\/strong><\/span>\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u5358\u4f53\u3067\u306f\u5b66\u7fd2\u6e08\u307f\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3067\u3057\u304b\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u304c\u3001RAG\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u6700\u65b0\u60c5\u5831\u3084\u793e\u5185\u56fa\u6709\u306e\u60c5\u5831\u306b\u3082\u3068\u3065\u3044\u305f\u56de\u7b54\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">RAG\u3092\u7406\u89e3\u3059\u308b3\u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n\n\n\n<ul class=\"wp-block-list is-style-check_list\">\n<li><strong>\u53c2\u7167\u6e90\u306e\u67d4\u8edf\u6027<\/strong>\uff1a\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u5951\u7d04\u66f8\u3001FAQ\u3001\u88fd\u54c1\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306a\u3069\u4efb\u610f\u306e\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u6e90\u306b\u3067\u304d\u308b<\/li>\n\n\n\n<li><strong>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u6291\u5236<\/strong>\uff1a\u6839\u62e0\u30c7\u30fc\u30bf\u3092\u5f15\u7528\u3057\u306a\u304c\u3089\u56de\u7b54\u3059\u308b\u305f\u3081\u3001AI\u304c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u5185\u5bb9\u3092\u751f\u6210\u3059\u308b\u30ea\u30b9\u30af\u3092\u4e0b\u3052\u3089\u308c\u308b<\/li>\n\n\n\n<li><strong>\u5b66\u7fd2\u306a\u3057\u3067\u6700\u65b0\u60c5\u5831\u306b\u5bfe\u5fdc<\/strong>\uff1a\u30e2\u30c7\u30eb\u3092\u518d\u5b66\u7fd2\u3055\u305b\u306a\u304f\u3066\u3082\u3001\u53c2\u7167\u30c7\u30fc\u30bf\u3092\u66f4\u65b0\u3059\u308b\u3060\u3051\u3067\u56de\u7b54\u5185\u5bb9\u3092\u6700\u65b0\u5316\u3067\u304d\u308b<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u696d\u52d9\u3067\u306e\u6d3b\u7528\u4f8b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u793e\u5185\u3067RAG\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u4ee3\u8868\u7684\u306a3\u30b7\u30fc\u30f3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list has-swl-pale-02-background-color has-background\">\n<li><strong>\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af<\/strong>\uff1a\u793e\u5185\u898f\u7a0b\u30fb\u30de\u30cb\u30e5\u30a2\u30eb\u30fbFAQ\u3092RAG\u306e\u53c2\u7167\u6e90\u306b\u3057\u3001\u5f93\u696d\u54e1\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u81ea\u52d5\u56de\u7b54\u3002\u56de\u7b54\u306b\u306f\u5f15\u7528\u5143\u306e\u6587\u66f8\u540d\u304c\u8868\u793a\u3055\u308c\u308b\u305f\u3081\u4fe1\u983c\u6027\u3082\u62c5\u4fdd\u3055\u308c\u308b<\/li>\n\n\n\n<li><strong>\u6cd5\u52d9QA<\/strong>\uff1a\u5951\u7d04\u66f8\u3084\u904e\u53bb\u5224\u4f8b\u3092\u53c2\u7167\u6e90\u306b\u3057\u3001\u5951\u7d04\u30ec\u30d3\u30e5\u30fc\u6642\u306e\u8ad6\u70b9\u62bd\u51fa\u3084\u985e\u4f3c\u6761\u9805\u306e\u691c\u7d22\u3092\u52b9\u7387\u5316<\/li>\n\n\n\n<li><strong>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8<\/strong>\uff1a\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u904e\u53bb\u5bfe\u5fdc\u5c65\u6b74\u3092\u53c2\u7167\u6e90\u306b\u3057\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306e\u56de\u7b54\u6642\u9593\u3092\u77ed\u7e2e\u3002\u9867\u5ba2\u5411\u3051\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u56de\u7b54\u7cbe\u5ea6\u3082\u5411\u4e0a<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u3088\u308a\u6df1\u304f\u77e5\u308a\u305f\u3044\u65b9\u3078<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u306f\u751f\u6210AI\u306e\u5fdc\u7528\u9818\u57df\u3068\u3057\u3066\u6025\u901f\u306b\u5e83\u304c\u3063\u3066\u304a\u308a\u3001\u95a2\u9023\u3059\u308b\u57fa\u790e\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3068\u696d\u52d9\u9069\u7528\u5224\u65ad\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u751f\u6210AI\u5168\u4f53\u306e\u6982\u8981\uff1a<a href=\"https:\/\/service.biztex.co.jp\/dx-hacker\/it-dx-column\/about-generative-ai\/\">\u751f\u6210AI\u3068\u306f\uff1f\u30e1\u30ea\u30c3\u30c8\u3084AI\u3068\u306e\u9055\u3044\u3092\u7c21\u5358\u89e3\u8aac\uff01<\/a><\/strong><\/li>\n\n\n\n<li><strong>\u793e\u5185\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u4ee3\u8868\u30c4\u30fc\u30eb\uff1a<a href=\"https:\/\/service.biztex.co.jp\/dx-hacker\/it-dx-column\/about-notebooklm\/\">NotebookLM\u3068\u306f\uff1f\uff5cGoogle\u306e\u751f\u6210AI\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u7279\u5fb4\u30fb\u6a5f\u80fd\u30fb\u6599\u91d1\u3092\u89e3\u8aac<\/a><\/strong><\/li>\n\n\n\n<li><strong>\u5b9f\u8df5\u7684\u306a\u4f7f\u3044\u65b9\uff1a<a href=\"https:\/\/service.biztex.co.jp\/dx-hacker\/it-dx-column\/how-to-notebooklm\/\">NotebookLM\u306e\u4f7f\u3044\u65b9\u30ac\u30a4\u30c9\uff5c\u57fa\u672c\u64cd\u4f5c\u304b\u3089\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u306e\u5177\u4f53\u4f8b\u307e\u3067\u3010\u30b9\u30af\u30b7\u30e7\u4ed8\u304d\u3011<\/a><\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/h2>\n\n\n\n<dl class=\"swell-block-faq\" data-q=\"col-text\" data-a=\"col-text\">\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f<\/dt><dd class=\"faq_a\">\n<p class=\"wp-block-paragraph\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u793e\u5185\u30c7\u30fc\u30bf\u3067\u518d\u5b66\u7fd2\u3055\u305b\u308b\u65b9\u6cd5\u3067\u3001\u30b3\u30b9\u30c8\u3068\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u3002RAG\u306f\u53c2\u7167\u6e90\u3092\u5916\u90e8\u306b\u6301\u3064\u3060\u3051\u3067\u5b9f\u88c5\u3067\u304d\u3001\u30c7\u30fc\u30bf\u66f4\u65b0\u3082\u5bb9\u6613\u306a\u70b9\u304c\u5927\u304d\u306a\u9055\u3044\u3067\u3059\u3002<\/p>\n<\/dd><\/div>\n\n\n\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\">RAG\u3092\u5c0e\u5165\u3059\u308b\u969b\u306b\u5fc5\u8981\u306a\u524d\u63d0\u306f\uff1f<\/dt><dd class=\"faq_a\">\n<p class=\"wp-block-paragraph\">\u53c2\u7167\u3055\u305b\u305f\u3044\u793e\u5185\u30c7\u30fc\u30bf\u306e\u6574\u5099\uff08\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u7d71\u4e00\u30fb\u30bf\u30b0\u4ed8\u3051\u30fb\u30a2\u30af\u30bb\u30b9\u6a29\u7ba1\u7406\uff09\u3001\u691c\u7d22\u7cbe\u5ea6\u3092\u62c5\u4fdd\u3059\u308b\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u751f\u6210AI\u30e2\u30c7\u30eb\u3078\u306e\u63a5\u7d9a\u74b0\u5883\u306e3\u70b9\u304c\u524d\u63d0\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/dd><\/div>\n\n\n\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\">RAG\u3067\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306f\u5b8c\u5168\u306b\u9632\u3052\u307e\u3059\u304b\uff1f<\/dt><dd class=\"faq_a\">\n<p class=\"wp-block-paragraph\">\u5b8c\u5168\u306b\u306f\u9632\u3052\u307e\u305b\u3093\u3002\u53c2\u7167\u30c7\u30fc\u30bf\u304c\u53e4\u3044\u30fb\u8aa4\u3063\u3066\u3044\u308b\u30fb\u691c\u7d22\u30ed\u30b8\u30c3\u30af\u304c\u4e0d\u9069\u5207\u306a\u5834\u5408\u3001\u8aa4\u56de\u7b54\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u3067\u306f\u4eba\u306b\u3088\u308b\u30c1\u30a7\u30c3\u30af\u4f53\u5236\uff08Human in the Loop\uff09\u3092\u4f75\u7528\u3059\u308b\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n<\/dd><\/div>\n\n\n\n<div class=\"swell-block-faq__item\"><dt class=\"faq_q\">iPaaS\u3068RAG\u306f\u3069\u3046\u95a2\u4fc2\u3057\u307e\u3059\u304b\uff1f<\/dt><dd class=\"faq_a\">\n<p class=\"wp-block-paragraph\">RAG\u306e\u53c2\u7167\u6e90\u3068\u306a\u308b\u793e\u5185\u30c7\u30fc\u30bf\u306f\u3001\u8907\u6570\u306eSaaS\u306b\u5206\u6563\u3057\u3066\u3044\u307e\u3059\u3002iPaaS\u3067SaaS\u9593\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u30fb\u540c\u671f\u3057\u3066\u304a\u304f\u3068\u3001RAG\u306e\u7cbe\u5ea6\u3068\u904b\u7528\u6027\u304c\u5927\u304d\u304f\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<\/dd><\/div>\n<\/dl>\n\n\n\n<h2 class=\"wp-block-heading\">\u793e\u5185\u30c7\u30fc\u30bf\u00d7\u751f\u6210AI\u306e\u9023\u643a\u3092BizteX Connect\u3067\u5b9f\u73fe<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u306e\u52b9\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u306b\u306f\u3001\u53c2\u7167\u6e90\u3068\u306a\u308b\u793e\u5185\u30c7\u30fc\u30bf\u306e\u6574\u5099\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<span class=\"swl-marker mark_yellow\"><strong>SaaS\u306b\u5206\u6563\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u9023\u643a\u30fb\u540c\u671f\u3067\u304d\u308b iPaaS\u300cBizteX Connect\u300d<\/strong><\/span>\u306a\u3089\u3001RAG\u6d3b\u7528\u306e\u524d\u63d0\u3068\u306a\u308b\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u696d\u52d9\u62c5\u5f53\u8005\u3060\u3051\u3067\u69cb\u7bc9\u30fb\u7dad\u6301\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1000\" height=\"454\" src=\"https:\/\/service.biztex.co.jp\/dx-hacker\/wp-content\/uploads\/2025\/07\/connect-shoukai.jpg\" alt=\"BizteX Connect\u7d39\u4ecb\u753b\u50cf\" class=\"wp-image-17953\" srcset=\"https:\/\/service.biztex.co.jp\/dx-hacker\/wp-content\/uploads\/2025\/07\/connect-shoukai.jpg 1000w, https:\/\/service.biztex.co.jp\/dx-hacker\/wp-content\/uploads\/2025\/07\/connect-shoukai-300x136.jpg 300w, https:\/\/service.biztex.co.jp\/dx-hacker\/wp-content\/uploads\/2025\/07\/connect-shoukai-768x349.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>iPaaS\u6d3b\u7528\u306e\u5168\u4f53\u50cf\u30923\u5206\u3067\u628a\u63e1\uff1a<a href=\"https:\/\/info.biztex.co.jp\/wp\/connect-reference\">SaaS\u5c0e\u5165\u4f01\u696d\u5411\u3051 iPaaS\u53c2\u8003\u66f8\uff08\u7121\u6599DL\uff09<\/a><\/strong><\/li>\n\n\n\n<li><strong>BizteX Connect\u306e\u8a73\u7d30\uff1a<a href=\"https:\/\/service.biztex.co.jp\/connect\/\">iPaaS\u300cBizteX Connect\u300d\u30b5\u30fc\u30d3\u30b9TOP<\/a><\/strong><\/li>\n<\/ul>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/service.biztex.co.jp\/dx-hacker\/wp-content\/uploads\/2025\/08\/eyecatch-about-ipaas2-300x158.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" 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