{"id":3745,"date":"2026-09-03T10:00:54","date_gmt":"2026-09-03T00:30:54","guid":{"rendered":"https:\/\/softasia.jp\/blog\/?p=3745"},"modified":"2026-08-26T18:50:54","modified_gmt":"2026-08-26T09:20:54","slug":"%e3%80%90%e6%a5%ad%e7%95%8c%e5%88%a5%e3%80%91rag%e3%81%ae%e6%b4%bb%e7%94%a8%e4%ba%8b%e4%be%8b5%e9%81%b8%ef%bc%81%e4%bb%95%e7%b5%84%e3%81%bf%e3%83%bb%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88%e3%83%bbai","status":"publish","type":"post","link":"https:\/\/softasia.jp\/blog\/offshore\/3745\/","title":{"rendered":"\u3010\u696d\u754c\u5225\u3011RAG\u306e\u6d3b\u7528\u4e8b\u4f8b5\u9078\uff01\u4ed5\u7d44\u307f\u30fb\u30e1\u30ea\u30c3\u30c8\u30fbAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6d3b\u7528\u6cd5\u3092\u89e3\u8aac"},"content":{"rendered":"<p><img loading=\"lazy\" class=\"size-full wp-image-3748 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-2-1.png\" alt=\"\" width=\"1000\" height=\"1000\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-2-1.png 1000w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-2-1-300x300.png 300w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-2-1-150x150.png 150w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-2-1-768x768.png 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u751f\u6210AI\u306e\u696d\u52d9\u6d3b\u7528\u304c\u6025\u901f\u306b\u5e83\u304c\u308b\u4e00\u65b9\u3067\u3001\u300c<span style=\"text-decoration: underline;\">\u56de\u7b54\u306e\u5185\u5bb9\u304c\u53e4\u3044<\/span>\u300d\u300c<span style=\"text-decoration: underline;\">\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u3092\u51fa\u529b\u3057\u3066\u3057\u307e\u3046<\/span>\u300d\u3068\u3044\u3063\u305f\u8ab2\u984c\u306b\u76f4\u9762\u3059\u308b\u4f01\u696d\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b<span style=\"color: #ff0000;\"><strong>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)<\/strong><\/span>\u306f\u975e\u5e38\u306b\u6d41\u66a2\u306a\u6587\u7ae0\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u304c\u3001\u5b66\u7fd2\u3057\u305f\u6642\u70b9\u307e\u3067\u306e\u77e5\u8b58\u3057\u304b\u6301\u305f\u306a\u3044\u305f\u3081\u3001\u793e\u5185\u306e\u6700\u65b0\u60c5\u5831\u3084\u975e\u516c\u958b\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u3064\u3044\u3066\u306f\u6b63\u3057\u304f\u7b54\u3048\u3089\u308c\u306a\u3044\u3053\u3068\u304c\u307b\u3068\u3093\u3069\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u3046\u3057\u305f\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u300c<span style=\"color: #ff0000;\"><strong>RAG(\u691c\u7d22\u62e1\u5f35\u751f\u6210)<\/strong><\/span>\u300d\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001RAG\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u304b\u3089\u3001\u91d1\u878d\u30fb\u88fd\u9020\u30fb\u5c0f\u58f2\u30fb\u6559\u80b2\u30fb\u533b\u7642\u3068\u3044\u3063\u305f\u696d\u754c\u5225\u306e\u6d3b\u7528\u4e8b\u4f8b5\u9078\u3001\u3055\u3089\u306b\u8fd1\u5e74\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6642\u4ee3\u306eRAG\u306e\u5f79\u5272\u307e\u3067\u3001LLM\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u4ed5\u7d44\u307f\u3068\u5177\u4f53\u7684\u306a\u6d3b\u7528\u65b9\u6cd5\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u304b\u3089RAG\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u3001\u751f\u6210AI\u306e\u56de\u7b54\u7cbe\u5ea6\u306b\u8ab2\u984c\u3092\u611f\u3058\u3066\u3044\u308b\u65b9\u306f\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#RAG\"><span class=\"toc_number toc_depth_1\">1<\/span> RAG\u3068\u306f\u4f55\u304b<\/a><\/li><li><a href=\"#LLMRAG\"><span class=\"toc_number toc_depth_1\">2<\/span> \u306a\u305c\u4eca\u3001LLM\u306e\u56de\u7b54\u7cbe\u5ea6\u306bRAG\u304c\u5fc5\u8981\u306a\u306e\u304b<\/a><ul><li><a href=\"#LLM2\"><span class=\"toc_number toc_depth_2\">2.1<\/span> LLM\u5358\u4f53\u304c\u62b1\u3048\u308b2\u3064\u306e\u9650\u754c<\/a><\/li><li><a href=\"#RAG-2\"><span class=\"toc_number toc_depth_2\">2.2<\/span> RAG\u306b\u3088\u308b\u89e3\u6c7a\u30a2\u30d7\u30ed\u30fc\u30c1<\/a><\/li><\/ul><\/li><li><a href=\"#RAG5\"><span class=\"toc_number toc_depth_1\">3<\/span> \u3010\u696d\u754c\u5225\u3011RAG\u306e\u4e3b\u306a\u6d3b\u7528\u4e8b\u4f8b5\u9078<\/a><ul><li><a href=\"#i\"><span class=\"toc_number toc_depth_2\">3.1<\/span> \u91d1\u878d\u696d\u754c:\u6295\u8cc7\u5224\u65ad\u30fb\u878d\u8cc7\u5be9\u67fb\u306e\u9ad8\u5ea6\u5316<\/a><\/li><li><a href=\"#i-2\"><span class=\"toc_number toc_depth_2\">3.2<\/span> \u88fd\u9020\u696d:\u6280\u8853\u7d99\u627f\u3068\u8a2d\u5099\u30c8\u30e9\u30d6\u30eb\u5bfe\u5fdc<\/a><\/li><li><a href=\"#i-3\"><span class=\"toc_number toc_depth_2\">3.3<\/span> \u5c0f\u58f2\u696d:\u9867\u5ba2\u4f53\u9a13\u306e\u5411\u4e0a\u3068\u9700\u8981\u4e88\u6e2c<\/a><\/li><li><a href=\"#i-4\"><span class=\"toc_number toc_depth_2\">3.4<\/span> \u6559\u80b2\u696d\u754c:\u500b\u5225\u6700\u9069\u5316\u3055\u308c\u305f\u5b66\u7fd2\u652f\u63f4<\/a><\/li><li><a href=\"#i-5\"><span class=\"toc_number toc_depth_2\">3.5<\/span> \u533b\u7642\u696d\u754c:\u8a3a\u7642\u652f\u63f4\u3068\u30a8\u30d3\u30c7\u30f3\u30b9\u306b\u57fa\u3065\u304f\u60c5\u5831\u63d0\u4f9b<\/a><\/li><\/ul><\/li><li><a href=\"#AIRAG\"><span class=\"toc_number toc_depth_1\">4<\/span> AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6642\u4ee3\u306eRAG\u3068\u306f<\/a><ul><li><a href=\"#AIRAG-2\"><span class=\"toc_number toc_depth_2\">4.1<\/span> AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068RAG\u306e\u95a2\u4fc2<\/a><\/li><li><a href=\"#LLM\"><span class=\"toc_number toc_depth_2\">4.2<\/span> LLM\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u4ed5\u7d44\u307f<\/a><\/li><\/ul><\/li><li><a href=\"#RAG-3\"><span class=\"toc_number toc_depth_1\">5<\/span> RAG\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u30dd\u30a4\u30f3\u30c8<\/a><\/li><li><a href=\"#i-6\"><span class=\"toc_number toc_depth_1\">6<\/span> \u307e\u3068\u3081<\/a><\/li><\/ul><\/div>\n<h2><span id=\"RAG\"><span style=\"font-weight: 400;\">RAG\u3068\u306f\u4f55\u304b<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-3750 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-7.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-7.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-7-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RAG\u3068\u306f\u300c<span style=\"text-decoration: underline;\">Retrieval Augmented Generation<\/span>\u300d\u306e\u7565\u3067\u3001\u65e5\u672c\u8a9e\u3067\u306f\u300c<span style=\"text-decoration: underline;\">\u691c\u7d22\u62e1\u5f35\u751f\u6210<\/span>\u300d\u3068\u8a33\u3055\u308c\u307e\u3059\u3002\u751f\u6210AI(LLM)\u304c\u56de\u7b54\u3092\u4f5c\u6210\u3059\u308b\u969b\u306b\u3001\u3042\u3089\u304b\u3058\u3081\u7528\u610f\u3055\u308c\u305f\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304b\u3089\u95a2\u9023\u60c5\u5831\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u6839\u62e0\u3068\u3057\u3066\u56de\u7b54\u306e\u751f\u6210\u306b\u53cd\u6620\u3055\u305b\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u5177\u4f53\u7684\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u8cea\u554f\u3092\u5165\u529b\u3059\u308b\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u307e\u305a\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084FAQ\u3001\u904e\u53bb\u306e\u8b70\u4e8b\u9332\u3068\u3044\u3063\u305f\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u8cea\u554f\u5185\u5bb9\u3068\u95a2\u9023\u6027\u306e\u9ad8\u3044\u6587\u7ae0\u3092\u691c\u7d22\u3057\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u3001\u691c\u7d22\u3057\u3066\u5f97\u3089\u308c\u305f\u60c5\u5831\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u7d44\u307f\u8fbc\u307f\u3001LLM\u306b\u56de\u7b54\u3092\u751f\u6210\u3055\u305b\u308b\u3068\u3044\u3046\u6d41\u308c\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RAG\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u5f97\u3089\u308c\u308b\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><strong>\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u904e\u53bb\u306e\u8b70\u4e8b\u9332\u306a\u3069\u3001\u72ec\u81ea\u306e\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3067\u304d\u308b<\/strong><\/li>\n<li style=\"font-weight: 400;\"><strong>\u30e2\u30c7\u30eb\u81ea\u4f53\u306e\u8ffd\u52a0\u5b66\u7fd2\u304c\u4e0d\u8981\u3067\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u308b<\/strong><\/li>\n<li style=\"font-weight: 400;\"><strong>\u60c5\u5831\u6e90\u3092\u660e\u793a\u3067\u304d\u308b\u305f\u3081\u3001\u56de\u7b54\u306e\u88cf\u4ed8\u3051\u3092\u4eba\u304c\u78ba\u8a8d\u3057\u3084\u3059\u3044<\/strong><\/li>\n<li style=\"font-weight: 400;\"><strong>\u53c2\u7167\u3059\u308b\u30c7\u30fc\u30bf\u3092\u968f\u6642\u66f4\u65b0\u3059\u308b\u3060\u3051\u3067\u3001\u5e38\u306b\u6700\u65b0\u306e\u5185\u5bb9\u3092\u56de\u7b54\u306b\u53cd\u6620\u3067\u304d\u308b<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u901a\u5e38\u306eLLM\u306f\u5b66\u7fd2\u6642\u70b9\u307e\u3067\u306e\u60c5\u5831\u3057\u304b\u6301\u305f\u306a\u3044\u305f\u3081\u3001\u6700\u65b0\u306e\u30cb\u30e5\u30fc\u30b9\u3084\u793e\u5185\u56fa\u6709\u306e\u60c5\u5831\u306b\u3064\u3044\u3066\u306f\u56de\u7b54\u3067\u304d\u306a\u3044\u304b\u3001\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u5185\u5bb9(\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3)\u3092\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u751f\u6210\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"text-decoration: underline;\"><span style=\"font-weight: 400;\">RAG\u306f\u3053\u306e\u5f31\u70b9\u3092\u88dc\u3044\u3001LLM\u3092\u7269\u77e5\u308a\u3060\u304c\u60c5\u5831\u304c\u53e4\u3044\u3053\u3068\u304c\u3042\u308b\u5b58\u5728\u304b\u3089\u5fc5\u8981\u306a\u3068\u304d\u306b\u4e00\u6b21\u60c5\u5831\u3092\u8abf\u3079\u3066\u304b\u3089\u7b54\u3048\u308b\u5b58\u5728\u3078\u3068\u5909\u3048\u308b\u6280\u8853\u3068\u3044\u3048\u307e\u3059<\/span><span style=\"font-weight: 400;\">\u3002<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span id=\"LLMRAG\"><span style=\"font-weight: 400;\">\u306a\u305c\u4eca\u3001LLM\u306e\u56de\u7b54\u7cbe\u5ea6\u306bRAG\u304c\u5fc5\u8981\u306a\u306e\u304b<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-3752 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-8.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-8.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-8-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"LLM2\"><span style=\"font-weight: 400;\">LLM\u5358\u4f53\u304c\u62b1\u3048\u308b2\u3064\u306e\u9650\u754c<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">LLM\u3092\u696d\u52d9\u3067\u6d3b\u7528\u3057\u3088\u3046\u3068\u3057\u305f\u969b\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u6b21\u306e2\u3064\u306e\u58c1\u306b\u3076\u3064\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3<\/strong>:\u4e8b\u5b9f\u306b\u57fa\u3065\u304b\u306a\u3044\u60c5\u5831\u3092\u3001\u3042\u305f\u304b\u3082\u6b63\u3057\u3044\u304b\u306e\u3088\u3046\u306b\u751f\u6210\u3057\u3066\u3057\u307e\u3046\u73fe\u8c61<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>\u77e5\u8b58\u306e\u30ab\u30c3\u30c8\u30aa\u30d5<\/strong>:\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u305f\u6642\u70b9\u4ee5\u964d\u306e\u60c5\u5831\u3092\u3001\u30e2\u30c7\u30eb\u304c\u4e00\u5207\u6301\u3063\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u5236\u7d04<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u3089\u306e\u9650\u754c\u306f\u3001\u7279\u306b\u793e\u5185\u60c5\u5831\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u696d\u52d9\u3067\u306e\u6d3b\u7528\u3092\u96e3\u3057\u304f\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001\u81ea\u793e\u88fd\u54c1\u306e\u6700\u65b0\u30b9\u30da\u30c3\u30af\u3084\u3001\u6628\u65e5\u66f4\u65b0\u3055\u308c\u305f\u3070\u304b\u308a\u306e\u898f\u5b9a\u306b\u3064\u3044\u3066\u5c0b\u306d\u3066\u3082\u3001LLM\u5358\u4f53\u3067\u306f\u6b63\u78ba\u306b\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"RAG-2\"><span style=\"font-weight: 400;\">RAG\u306b\u3088\u308b\u89e3\u6c7a\u30a2\u30d7\u30ed\u30fc\u30c1<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">RAG\u3067\u306f\u3001\u8cea\u554f\u304c\u5165\u529b\u3055\u308c\u308b\u3068\u307e\u305a\u793e\u5185\u5916\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304b\u3089\u95a2\u9023\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u691c\u7d22\u7d50\u679c\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u7d44\u307f\u8fbc\u3093\u3060\u3046\u3048\u3067LLM\u306b\u56de\u7b54\u3092\u751f\u6210\u3055\u305b\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u300c<span style=\"text-decoration: underline;\">\u691c\u7d22\u304b\u3089\u6839\u62e0\u4ed8\u3051\u3092\u884c\u3044\u751f\u6210\u3059\u308b<\/span>\u300d\u3068\u3044\u3046\u30d7\u30ed\u30bb\u30b9\u3092\u8e0f\u3080\u3053\u3068\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6539\u5584\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><strong>\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u7cbe\u5ea6\u306e\u5411\u4e0a<\/strong><\/li>\n<li style=\"font-weight: 400;\"><strong>\u51fa\u5178\u3092\u660e\u793a\u3067\u304d\u308b\u3053\u3068\u306b\u3088\u308b\u8aac\u660e\u8cac\u4efb\u306e\u62c5\u4fdd<\/strong><\/li>\n<li style=\"font-weight: 400;\"><strong>\u793e\u5185\u6587\u66f8\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u306a\u3069\u3001\u5916\u90e8\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u306e\u6d3b\u7528<\/strong><\/li>\n<li style=\"font-weight: 400;\"><strong>\u30e2\u30c7\u30eb\u306e\u518d\u5b66\u7fd2\u304c\u4e0d\u8981\u306a\u305f\u3081\u3001\u60c5\u5831\u66f4\u65b0\u306e\u30b9\u30d4\u30fc\u30c9\u3068\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u6539\u5584<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">\u3053\u306e\u3088\u3046\u306b\u3001RAG\u306fLLM\u306e\u8ce2\u3055\u3068\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6b63\u78ba\u3055\u30fb\u6700\u65b0\u6027\u3092\u639b\u3051\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5b9f\u52d9\u306b\u8010\u3048\u3046\u308b\u56de\u7b54\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3059\u308b\u4ed5\u7d44\u307f\u3060\u3068\u3044\u3048\u307e\u3059<\/span>\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u3088\u3046\u306b\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u3092\u4f5c\u308a\u76f4\u3059\u5fc5\u8981\u304c\u306a\u3044\u305f\u3081\u3001\u60c5\u5831\u3092\u8ffd\u52a0\u30fb\u4fee\u6b63\u3057\u305f\u3044\u5834\u5408\u3082\u3001\u53c2\u7167\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u66f4\u65b0\u3059\u308b\u3060\u3051\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u70b9\u3082\u5927\u304d\u306a\u9b45\u529b\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span id=\"RAG5\"><span style=\"font-weight: 400;\">\u3010\u696d\u754c\u5225\u3011RAG\u306e\u4e3b\u306a\u6d3b\u7528\u4e8b\u4f8b5\u9078<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"size-full wp-image-3754 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-9.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-9.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-9-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u969b\u306bRAG\u304c\u3069\u306e\u3088\u3046\u306b\u696d\u52d9\u3078\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u306e\u304b\u3001\u696d\u754c\u5225\u306b5\u3064\u306e\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"i\"><span style=\"font-weight: 400;\">\u91d1\u878d\u696d\u754c:\u6295\u8cc7\u5224\u65ad\u30fb\u878d\u8cc7\u5be9\u67fb\u306e\u9ad8\u5ea6\u5316<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u91d1\u878d\u6a5f\u95a2\u3067\u306f\u3001<span style=\"text-decoration: underline;\">\u7269\u4fa1\u6307\u6570\u3084\u5931\u696d\u7387\u3001\u6d88\u8cbb\u8005\u7269\u4fa1\u6307\u6570\u3068\u3044\u3063\u305f\u7d4c\u6e08\u6307\u6a19\u30c7\u30fc\u30bf<\/span>\u3092RAG\u3067\u691c\u7d22\u30fb\u5206\u6790\u3057\u3001\u6295\u8cc7\u5224\u65ad\u306e\u53c2\u8003\u60c5\u5831\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u4e8b\u4f8b\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u81a8\u5927\u306a\u7d4c\u6e08\u30ec\u30dd\u30fc\u30c8\u3084\u5e02\u5834\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3060\u3051\u3092\u77ac\u6642\u306b\u62bd\u51fa\u3067\u304d\u308b\u305f\u3081\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u8abf\u67fb\u696d\u52d9\u3092\u5927\u5e45\u306b\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u307e\u305f\u878d\u8cc7\u5be9\u67fb\u306b\u304a\u3044\u3066\u306f\u3001\u9867\u5ba2\u306e\u7d4c\u55b6\u72b6\u6cc1\u3084\u793e\u5185\u898f\u5b9a\u3001\u904e\u53bb\u306e\u985e\u4f3c\u6848\u4ef6\u3092\u3082\u3068\u306b\u7a1f\u8b70\u66f8\u306e\u305f\u305f\u304d\u53f0\u3092\u81ea\u52d5\u4f5c\u6210\u3059\u308b\u3068\u3044\u3063\u305f\u6d3b\u7528\u3082\u9032\u3093\u3067\u304a\u308a\u3001\u5be9\u67fb\u696d\u52d9\u306e\u30b9\u30d4\u30fc\u30c9\u3068\u7cbe\u5ea6\u306e\u4e21\u7acb\u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"i-2\"><span style=\"font-weight: 400;\">\u88fd\u9020\u696d:\u6280\u8853\u7d99\u627f\u3068\u8a2d\u5099\u30c8\u30e9\u30d6\u30eb\u5bfe\u5fdc<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u88fd\u9020\u696d\u3067\u306f\u3001\u719f\u7df4\u6280\u8853\u8005\u304c\u9577\u5e74\u57f9\u3063\u3066\u304d\u305f\u30ce\u30a6\u30cf\u30a6\u3084\u904e\u53bb\u306e\u5bfe\u5fdc\u8a18\u9332\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5316\u3057\u3001RAG\u3092\u901a\u3058\u3066\u82e5\u624b\u793e\u54e1\u304c\u5fc5\u8981\u306a\u77e5\u8b58\u306b\u77ac\u6642\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u53d6\u308a\u7d44\u307f\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u5c5e\u4eba\u5316\u3057\u304c\u3061\u306a\u6280\u8853\u60c5\u5831\u3092\u7d44\u7e54\u5168\u4f53\u306e\u8cc7\u7523\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u308b\u70b9\u304c\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u307e\u305f\u8a2d\u5099\u306e\u4e0d\u5177\u5408\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u3082\u3001\u904e\u53bb\u306e\u30c8\u30e9\u30d6\u30eb\u4e8b\u4f8b\u3084\u4fdd\u5b88\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u691c\u7d22\u3057\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u89e3\u6c7a\u7b56\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u73fe\u5834\u306e\u5bfe\u5fdc\u30b9\u30d4\u30fc\u30c9\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"i-3\"><span style=\"font-weight: 400;\">\u5c0f\u58f2\u696d:\u9867\u5ba2\u4f53\u9a13\u306e\u5411\u4e0a\u3068\u9700\u8981\u4e88\u6e2c<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u5c0f\u58f2\u696d\u3067\u306f\u3001<span style=\"text-decoration: underline;\">\u8cfc\u8cb7\u5c65\u6b74\u3084\u95b2\u89a7\u5c65\u6b74\u3068\u3044\u3063\u305f\u9867\u5ba2\u30c7\u30fc\u30bf\u3092RAG\u3067\u53c2\u7167\u3057\u3001\u4e00\u4eba\u3072\u3068\u308a\u306e\u597d\u307f\u306b\u5408\u308f\u305b\u305f\u5546\u54c1\u63d0\u6848\u3092\u884c\u3046\u4e8b\u4f8b<\/span>\u304c\u3042\u308a\u307e\u3059\u3002\u753b\u4e00\u7684\u306a\u30ec\u30b3\u30e1\u30f3\u30c9\u3067\u306f\u306a\u304f\u3001\u500b\u3005\u306e\u9867\u5ba2\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u63d0\u6848\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u8cfc\u8cb7\u7387\u306e\u5411\u4e0a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u307e\u305f\u3001\u904e\u53bb\u306e\u8ca9\u58f2\u30c7\u30fc\u30bf\u3084\u30c8\u30ec\u30f3\u30c9\u60c5\u5831\u3092\u691c\u7d22\u30fb\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u9700\u8981\u4e88\u6e2c\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u3001\u6b20\u54c1\u3084\u904e\u5270\u5728\u5eab\u3092\u9632\u304e\u3001\u5728\u5eab\u306e\u6700\u9069\u5316\u306b\u3064\u306a\u3052\u3066\u3044\u308b\u4f01\u696d\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"i-4\"><span style=\"font-weight: 400;\">\u6559\u80b2\u696d\u754c:\u500b\u5225\u6700\u9069\u5316\u3055\u308c\u305f\u5b66\u7fd2\u652f\u63f4<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\"><span style=\"text-decoration: underline;\">\u6559\u80b2\u5206\u91ce\u3067\u306f\u3001\u751f\u5f92\u4e00\u4eba\u3072\u3068\u308a\u306e\u5b66\u7fd2\u5c65\u6b74\u3084\u7406\u89e3\u5ea6\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3001\u6700\u9069\u306a\u6559\u6750\u3084\u554f\u984c\u3092\u63d0\u6848\u3059\u308b\u4ed5\u7d44\u307f\u306bRAG\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059<\/span>\u3002\u3064\u307e\u305a\u3044\u3066\u3044\u308b\u5358\u5143\u3092\u7279\u5b9a\u3057\u3001\u305d\u306e\u751f\u5f92\u306b\u5408\u3063\u305f\u5fa9\u7fd2\u6559\u6750\u3092\u30d4\u30f3\u30dd\u30a4\u30f3\u30c8\u3067\u63d0\u793a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u307e\u305f\u3001\u6559\u6750\u4f5c\u6210\u306e\u969b\u306b\u904e\u53bb\u306e\u8cc7\u6599\u3084\u53c2\u8003\u6587\u732e\u3092\u691c\u7d22\u30fb\u8981\u7d04\u3059\u308b\u3053\u3068\u3067\u3001\u8b1b\u5e2b\u304c\u6559\u6750\u6e96\u5099\u306b\u304b\u3051\u308b\u6642\u9593\u3092\u524a\u6e1b\u3057\u3001\u6307\u5c0e\u305d\u306e\u3082\u306e\u306b\u6ce8\u529b\u3067\u304d\u308b\u74b0\u5883\u3065\u304f\u308a\u306b\u3082\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"i-5\"><span style=\"font-weight: 400;\">\u533b\u7642\u696d\u754c:\u8a3a\u7642\u652f\u63f4\u3068\u30a8\u30d3\u30c7\u30f3\u30b9\u306b\u57fa\u3065\u304f\u60c5\u5831\u63d0\u4f9b<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u533b\u7642\u5206\u91ce\u3067\u306f\u3001<span style=\"text-decoration: underline;\">\u8a3a\u7642\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3084\u8ad6\u6587\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u9662\u5185\u306e\u904e\u53bb\u306e\u75c7\u4f8b\u30c7\u30fc\u30bf\u3092RAG\u3067\u691c\u7d22\u3057\u3001\u533b\u5e2b\u306e\u8a3a\u65ad\u3084\u6cbb\u7642\u65b9\u91dd\u306e\u691c\u8a0e\u3092\u652f\u63f4\u3059\u308b\u4e8b\u4f8b<\/span>\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u81a8\u5927\u306a\u533b\u5b66\u6587\u732e\u306e\u4e2d\u304b\u3089\u6839\u62e0\u306e\u3042\u308b\u60c5\u5831\u3092\u7d20\u65e9\u304f\u63d0\u793a\u3067\u304d\u308b\u305f\u3081\u3001\u8a3a\u65ad\u306e\u8cea\u306e\u5411\u4e0a\u306b\u5bc4\u4e0e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u307e\u305f\u3001\u60a3\u8005\u304b\u3089\u306e\u4e00\u822c\u7684\u306a\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u3057\u3066\u3082\u3001\u9662\u5185\u306e\u8cc7\u6599\u3084\u516c\u5f0f\u60c5\u5831\u3092\u3082\u3068\u306b\u6b63\u78ba\u306a\u56de\u7b54\u3092\u8fd4\u3059\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u3057\u3066\u306e\u6d3b\u7528\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u533b\u7642\u30b9\u30bf\u30c3\u30d5\u306e\u8ca0\u62c5\u8efd\u6e1b\u306b\u3082\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span id=\"AIRAG\"><span style=\"font-weight: 400;\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6642\u4ee3\u306eRAG\u3068\u306f<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-3756 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-10.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-10.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-10-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"AIRAG-2\"><span style=\"font-weight: 400;\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068RAG\u306e\u95a2\u4fc2<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u8fd1\u5e74\u3001LLM\u304c\u81ea\u5f8b\u7684\u306b\u30bf\u30b9\u30af\u3092\u8a08\u753b\u30fb\u5b9f\u884c\u3059\u308b<span style=\"color: #ff0000;\"><strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong><\/span>\u304c\u6025\u901f\u306b\u666e\u53ca\u3057\u3066\u3044\u307e\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u5358\u306b\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u306a\u304c\u3089\u3001\u76ee\u7684\u9054\u6210\u306e\u305f\u3081\u306b\u81ea\u3089\u5224\u65ad\u3057\u884c\u52d5\u3059\u308b\u70b9\u304c\u5f93\u6765\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u306e\u5927\u304d\u306a\u9055\u3044\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u6587\u8108\u306b\u304a\u3044\u3066RAG\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6b63\u78ba\u306a\u5224\u65ad\u3092\u4e0b\u3059\u305f\u3081\u306e\u60c5\u5831\u53ce\u96c6\u30a8\u30f3\u30b8\u30f3\u3068\u3057\u3066\u306e\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><strong>\u30bf\u30b9\u30af\u9042\u884c\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u305d\u306e\u3064\u3069\u691c\u7d22\u3057\u3001\u5224\u65ad\u6750\u6599\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b<\/strong><\/li>\n<li style=\"font-weight: 400;\"><strong>\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001Web\u3001\u5916\u90e8API\u306a\u3069\u8907\u6570\u306e\u60c5\u5831\u6e90\u3092\u6a2a\u65ad\u7684\u306b\u53c2\u7167\u3059\u308b<\/strong><\/li>\n<li style=\"font-weight: 400;\"><strong>\u691c\u7d22\u7d50\u679c\u3092\u3082\u3068\u306b\u3001\u6b21\u306b\u3068\u308b\u3079\u304d\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u81ea\u5f8b\u7684\u306b\u6c7a\u5b9a\u3059\u308b<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">RAG\u3092\u6301\u305f\u306a\u3044AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u53e4\u3044\u77e5\u8b58\u3084\u4e0d\u78ba\u304b\u306a\u63a8\u6e2c\u3092\u3082\u3068\u306b\u884c\u52d5\u3057\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002RAG\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u5e38\u306b\u6839\u62e0\u306e\u3042\u308b\u6700\u65b0\u60c5\u5831\u306b\u30a2\u30af\u30bb\u30b9\u3057\u306a\u304c\u3089\u696d\u52d9\u3092\u9042\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u4f8b\u3048\u3070\u3001<span style=\"text-decoration: underline;\">\u55b6\u696d\u652f\u63f4\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3042\u308c\u3070\u3001CRM\u4e0a\u306e\u5546\u8ac7\u5c65\u6b74\u3092RAG\u3067\u691c\u7d22\u3057\u305f\u3046\u3048\u3067\u63d0\u6848\u8cc7\u6599\u3092\u4f5c\u6210\u3057\u3001\u305d\u306e\u307e\u307e\u6b21\u306e\u9867\u5ba2\u5bfe\u5fdc\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u307e\u3067\u81ea\u5f8b\u7684\u306b\u9032\u3081\u308b\u3068\u3044\u3063\u305f\u6d3b\u7528<\/span>\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"LLM\"><span style=\"font-weight: 400;\">LLM\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u4ed5\u7d44\u307f<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6642\u4ee3\u306eRAG\u3067\u306f\u3001\u5358\u7d14\u306a\u4e00\u554f\u4e00\u7b54\u578b\u306e\u691c\u7d22\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d7\u30ed\u30bb\u30b9\u3092\u7d4c\u3066\u56de\u7b54\u7cbe\u5ea6\u3092\u9ad8\u3081\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>\u30af\u30a8\u30ea\u306e\u5206\u89e3<\/strong>:\u8907\u96d1\u306a\u8cea\u554f\u3092\u3001\u8907\u6570\u306e\u691c\u7d22\u3057\u3084\u3059\u3044\u30b5\u30d6\u30af\u30a8\u30ea\u306b\u5206\u89e3\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>\u8907\u6570\u30b9\u30c6\u30c3\u30d7\u306e\u691c\u7d22<\/strong>:\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u7d42\u308f\u3089\u305b\u305a\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u8ffd\u52a0\u306e\u691c\u7d22\u3092\u7e70\u308a\u8fd4\u3059<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>\u691c\u7d22\u7d50\u679c\u306e\u8a55\u4fa1<\/strong>:\u53d6\u5f97\u3057\u305f\u60c5\u5831\u306e\u4fe1\u983c\u6027\u3084\u95a2\u9023\u6027\u3092\u8a55\u4fa1\u3057\u305f\u3046\u3048\u3067\u56de\u7b54\u306b\u53cd\u6620\u3059\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>\u81ea\u5df1\u691c\u8a3c<\/strong>:\u751f\u6210\u3057\u305f\u56de\u7b54\u304c\u3001\u6839\u62e0\u3068\u306a\u3063\u305f\u60c5\u5831\u3068\u77db\u76fe\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3059\u308b<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u3088\u3046\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068RAG\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5358\u7d14\u306aFAQ\u5bfe\u5fdc\u3060\u3051\u3067\u306a\u304f\u3001\u8907\u6570\u306e\u60c5\u5831\u6e90\u3092\u307e\u305f\u3044\u3060\u8abf\u67fb\u3084\u610f\u601d\u6c7a\u5b9a\u652f\u63f4\u3068\u3044\u3063\u305f\u3001\u3088\u308a\u8907\u96d1\u306a\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u3082\u9ad8\u7cbe\u5ea6\u304b\u3064\u6839\u62e0\u306e\u3042\u308b\u56de\u7b54\u3092\u5b9f\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span id=\"RAG-3\"><span style=\"font-weight: 400;\">RAG\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u30dd\u30a4\u30f3\u30c8<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"size-full wp-image-3758 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-11.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-11.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT-_ASIA-11-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u3067\u59cb\u3081\u308b<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u6700\u521d\u304b\u3089\u5168\u793e\u5c55\u958b\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u7279\u5b9a\u306e\u90e8\u7f72\u3084\u696d\u52d9\u306b\u7d5e\u3063\u3066\u8a66\u9a13\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u691c\u8a3c\u3057\u306a\u304c\u3089\u6bb5\u968e\u7684\u306b\u5bfe\u8c61\u7bc4\u56f2\u3092\u62e1\u5927\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u6210\u529f\u3078\u306e\u8fd1\u9053\u3067\u3059\u3002\u5c0f\u3055\u306a\u6210\u529f\u4e8b\u4f8b\u3092\u7a4d\u307f\u91cd\u306d\u308b\u3053\u3068\u3067\u3001\u793e\u5185\u306e\u7406\u89e3\u3068\u5354\u529b\u3082\u5f97\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u30c7\u30fc\u30bf\u7ba1\u7406\u3092\u5fb9\u5e95\u3059\u308b<\/b><\/p>\n<p><span style=\"font-weight: 400;\">RAG\u306e\u56de\u7b54\u7cbe\u5ea6\u306f\u3001\u53c2\u7167\u3059\u308b\u30c7\u30fc\u30bf\u306e\u8cea\u306b\u5927\u304d\u304f\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002\u60c5\u5831\u3092\u5b9a\u671f\u7684\u306b\u6574\u7406\u30fb\u66f4\u65b0\u3057\u3001\u8868\u8a18\u3086\u308c\u3084\u91cd\u8907\u3092\u306a\u304f\u3059\u306a\u3069\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u30eb\u30fc\u30eb\u3092\u7d71\u4e00\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u53e4\u3044\u30c7\u30fc\u30bf\u3084\u8aa4\u3063\u305f\u60c5\u5831\u304c\u6df7\u5728\u3057\u3066\u3044\u308b\u3068\u3001\u3044\u304f\u3089\u4ed5\u7d44\u307f\u304c\u512a\u308c\u3066\u3044\u3066\u3082\u56de\u7b54\u306e\u8cea\u306f\u5411\u4e0a\u3057\u307e\u305b\u3093\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3092\u5de5\u592b\u3059\u308b<\/b><\/p>\n<p><span style=\"font-weight: 400;\">LLM\u306b\u5bfe\u3057\u3066\u5f79\u5272\u3001\u51fa\u529b\u5f62\u5f0f\u3001\u6ce8\u610f\u4e8b\u9805\u306a\u3069\u3092\u660e\u78ba\u306b\u6307\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u3057\u305f\u60c5\u5831\u3092\u3088\u308a\u9069\u5207\u306b\u56de\u7b54\u3078\u53cd\u6620\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u6b21\u7b2c\u3067\u3001\u540c\u3058\u691c\u7d22\u7d50\u679c\u3092\u4f7f\u3063\u3066\u3082\u56de\u7b54\u306e\u8cea\u306f\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>RAG\u5c0e\u5165\u306b\u304a\u3051\u308b\u6ce8\u610f\u70b9<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5c0e\u5165\u30fb\u904b\u7528\u306b\u306f\u3042\u308b\u7a0b\u5ea6\u306e\u30b3\u30b9\u30c8\u3068\u5c02\u9580\u4eba\u6750\u304c\u5fc5\u8981\u306b\u306a\u308b<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u53c2\u7167\u30c7\u30fc\u30bf\u304c\u53e4\u3044\u3001\u307e\u305f\u306f\u8aa4\u3063\u3066\u3044\u308b\u3068\u56de\u7b54\u306e\u8cea\u3082\u305d\u306e\u307e\u307e\u4f4e\u4e0b\u3057\u3066\u3057\u307e\u3046<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u793e\u5185\u5916\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u3001\u5f37\u56fa\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3068\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u7ba1\u7406\u304c\u4e0d\u53ef\u6b20<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2><span id=\"i-6\"><span style=\"font-weight: 400;\">\u307e\u3068\u3081<\/span><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">RAG\u306f\u3001LLM\u5358\u4f53\u3067\u306f\u96e3\u3057\u304b\u3063\u305f\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u304f\u56de\u7b54\u3092\u5b9f\u73fe\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u3001\u91d1\u878d\u30fb\u88fd\u9020\u30fb\u5c0f\u58f2\u30fb\u6559\u80b2\u30fb\u533b\u7642\u306a\u3069\u3001\u3042\u3089\u3086\u308b\u696d\u754c\u3067\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u666e\u53ca\u306b\u3088\u308a\u3001RAG\u306f\u5358\u306a\u308b\u691c\u7d22\u88dc\u52a9\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81ea\u5f8b\u7684\u306b\u5224\u65ad\u3057\u884c\u52d5\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u60c5\u5831\u57fa\u76e4\u3068\u3057\u3066\u306e\u5f79\u5272\u3092\u62c5\u3044\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u81ea\u793e\u306e\u696d\u52d9\u306bRAG\u3092\u53d6\u308a\u5165\u308c\u308b\u969b\u306f\u3001\u3044\u304d\u306a\u308a\u5927\u898f\u6a21\u306a\u5c0e\u5165\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u3067\u306e\u691c\u8a3c\u3068\u30c7\u30fc\u30bf\u7ba1\u7406\u3092\u5fb9\u5e95\u3057\u306a\u304c\u3089\u3001\u6bb5\u968e\u7684\u306b\u6d3b\u7528\u7bc4\u56f2\u3092\u5e83\u3052\u3066\u3044\u304f\u3053\u3068\u304c\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">LLM\u3068RAG\u3001\u305d\u3057\u3066AI\u30a8<a href=\"https:\/\/softasia.jp\/#contact\"><\/a>\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6b63\u3057\u304f\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u696d\u52d9\u306e\u52b9\u7387\u5316\u3060\u3051\u3067\u306a\u304f\u3001\u3053\u308c\u307e\u3067\u4eba\u624b\u306b\u983c\u3063\u3066\u3044\u305f\u5224\u65ad\u696d\u52d9\u306e\u8cea\u305d\u306e\u3082\u306e\u3092\u9ad8\u3081\u3066\u3044\u304f\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><br style=\"font-weight: 400;\" \/><br style=\"font-weight: 400;\" \/><\/p>\n<p>\u682a\u5f0f\u4f1a\u793e<a href=\"https:\/\/softasia.jp\/#contact\">3ink<\/a>\u3067\u306f\u3001\u6700\u65b0\u306eAI\u6280\u8853\u3084\u30c8\u30ec\u30f3\u30c9\u3092\u53d6\u308a\u5165\u308c\u305fWeb\u30b7\u30b9\u30c6\u30e0\u30fb\u30a2\u30d7\u30ea\u306e\u958b\u767a\u304b\u3089\u3001\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u3092\u6d3b\u7528\u3057\u305f\u52b9\u7387\u7684\u306a\u958b\u767a\u4f53\u5236\u306e\u69cb\u7bc9\u307e\u3067\u3001\u304a\u5ba2\u69d8\u306e\u8ab2\u984c\u306b\u5fdc\u3058\u305fIT\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5e45\u5e83\u304f\u3054\u63d0\u6848\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084IT\u306b\u95a2\u3059\u308b\u304a\u60a9\u307f\u3001\u3054\u76f8\u8ac7\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u3044\u3064\u3067\u3082\u304a\u6c17\u8efd\u306b3ink\u307e\u3067\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; \u751f\u6210AI\u306e\u696d\u52d9\u6d3b\u7528\u304c\u6025\u901f\u306b\u5e83\u304c\u308b\u4e00\u65b9\u3067\u3001\u300c\u56de\u7b54\u306e\u5185\u5bb9\u304c\u53e4\u3044\u300d\u300c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u3092\u51fa\u529b\u3057\u3066\u3057\u307e\u3046\u300d\u3068\u3044\u3063\u305f\u8ab2\u984c\u306b\u76f4\u9762\u3059\u308b\u4f01\u696d\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002 &nbsp; ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(L [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":3747,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false},"categories":[1],"tags":[],"jetpack_featured_media_url":"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2026\/07\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-2.png","_links":{"self":[{"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/posts\/3745"}],"collection":[{"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/comments?post=3745"}],"version-history":[{"count":14,"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/posts\/3745\/revisions"}],"predecessor-version":[{"id":3909,"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/posts\/3745\/revisions\/3909"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/media\/3747"}],"wp:attachment":[{"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/media?parent=3745"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/categories?post=3745"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/softasia.jp\/blog\/wp-json\/wp\/v2\/tags?post=3745"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}