{"id":146,"date":"2026-04-20T07:00:00","date_gmt":"2026-04-19T22:00:00","guid":{"rendered":"https:\/\/nos.tokyo\/media\/?p=146"},"modified":"2026-04-21T02:28:37","modified_gmt":"2026-04-20T17:28:37","slug":"rag-basics-beginners","status":"publish","type":"post","link":"https:\/\/nos.tokyo\/media\/rag-basics-beginners\/","title":{"rendered":"RAG\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u4f7f\u3044\u65b9\u3092\u521d\u5fc3\u8005\u5411\u3051\u306b\u3084\u3055\u3057\u304f\u89e3\u8aac"},"content":{"rendered":"<p>RAG\u3068\u306f\u3001AI\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u524d\u306b\u300c\u5916\u90e8\u306e\u60c5\u5831\u3092\u5148\u306b\u691c\u7d22\u3057\u3066\u53c2\u7167\u3059\u308b\u300d\u4ed5\u7d44\u307f\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u2014\u2014\u3067\u3082\u6b63\u76f4\u3001\u5b9a\u7fa9\u3088\u308a\u5148\u306b\u300c\u3042\u306e\u5618\u3001\u3069\u3046\u306b\u304b\u306a\u3089\u306a\u3044\u306e\uff1f\u300d\u3063\u3066\u601d\u3063\u3066\u308b\u4eba\u306e\u65b9\u304c\u591a\u3044\u3093\u3058\u3083\u306a\u3044\u3067\u3059\u304b\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AI\u304c\u9593\u9055\u3048\u308b\u7406\u7531\u3068RAG\u3067\u4f55\u304c\u5909\u308f\u308b\u304b\u3092\u3001\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u304b\u3089\u5915\u98ef\u306e\u732e\u7acb\u307e\u3067\u3001\u4ed5\u4e8b\u3068\u65e5\u5e38\u306e\u4e21\u65b9\u306e\u4f8b\u3067\u8aac\u660e\u3057\u307e\u3059\u3002\u30b3\u30fc\u30c9\u3082\u958b\u767a\u77e5\u8b58\u3082\u4e00\u5207\u4e0d\u8981\u3067\u3059\u3002<\/p>\n<div class=\"character-balloon uto\">\n<div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/nos.tokyo\/media\/wp\/wp-content\/themes\/nosmedia\/assets\/images\/uto-icon.png\" alt=\"\u3046\u3068\">\n  <\/div>\n<div class=\"balloon-content\">\n<p>ChatGPT\u306b\u805e\u3044\u305f\u306e\u306b\u5168\u7136\u9055\u3046\u7b54\u3048\u8fd4\u3063\u3066\u304d\u3066\u3001\u306a\u3093\u304b\u640d\u3057\u305f\u6c17\u5206\u3060\u3063\u305f\u3093\u3060\u3088\u306d\u2026<\/p>\n<\/p><\/div>\n<\/div>\n<div class=\"table-of-contents\">\n<h4 class=\"toc-title\">\u76ee\u6b21<\/h4>\n<ol class=\"toc-list\">\n<li><a href=\"#section-1\">ChatGPT\u304c\u9593\u9055\u3048\u308b\u7406\u7531\u30013\u3064\u3042\u308b<\/a>\n<ol>\n<li><a href=\"#section-1-1\">\u2460\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u53e4\u3044\uff1a\u6628\u65e5\u306e\u3053\u3068\u3092\u77e5\u3089\u306a\u3044<\/a><\/li>\n<li><a href=\"#section-1-2\">\u2461\u793e\u5185\u306e\u60c5\u5831\u3092\u77e5\u3089\u306a\u3044\uff1a\u5916\u306e\u4e16\u754c\u3057\u304b\u898b\u3048\u3066\u3044\u306a\u3044<\/a><\/li>\n<li><a href=\"#section-1-3\">\u2462\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff1a\u81ea\u4fe1\u6e80\u3005\u306b\u5618\u3092\u3064\u304f<\/a><\/li>\n<\/ol>\n<\/li>\n<li><a href=\"#section-2\">RAG\u3068\u306f\uff1f\u4e00\u8a00\u3067\u3044\u3046\u3068\u300c\u30ab\u30f3\u30cb\u30f3\u30b0OK\u306e\u8a66\u9a13\u300d<\/a>\n<ol>\n<li><a href=\"#section-2-1\">\u666e\u901a\u306eAI\u3068RAG\u3064\u304d\u306eAI\u3001\u4f55\u304c\u9055\u3046\u304b<\/a><\/li>\n<li><a href=\"#section-2-2\">RAG\u306e\u52d5\u304d\u306f2\u30b9\u30c6\u30c3\u30d7\u3060\u3051<\/a><\/li>\n<\/ol>\n<\/li>\n<li><a href=\"#section-3\">RAG\u304c\u3042\u308b\u3068\u56de\u7b54\u304c\u3053\u3093\u306a\u306b\u5909\u308f\u308b\u3010Before\/After\u6bd4\u8f03\u3011<\/a>\n<ol>\n<li><a href=\"#section-3-1\">\u3010\u4ed5\u4e8b\u7de8\u3011\u6709\u7d66\u7533\u8acb\u306e\u65b9\u6cd5\u3092\u805e\u3044\u3066\u307f\u305f<\/a><\/li>\n<li><a href=\"#section-3-2\">\u3010\u65e5\u5e38\u7de8\u3011\u6b21\u306e\u65c5\u884c\u5148\u3092\u76f8\u8ac7\u3057\u3066\u307f\u305f<\/a><\/li>\n<li><a href=\"#section-3-3\">\u51fa\u5178\u304c\u898b\u3048\u308b\u3068\u3001\u4ed5\u4e8b\u3067\u4f7f\u3048\u308b\u56de\u7b54\u306b\u306a\u308b<\/a><\/li>\n<\/ol>\n<\/li>\n<li><a href=\"#section-4\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u3069\u3063\u3061\u304c\u81ea\u5206\u5411\u304d\uff1f<\/a>\n<ol>\n<li><a href=\"#section-4-1\">2\u3064\u306e\u9055\u3044\u3092\u3056\u3063\u304f\u308a\u8a00\u3046\u3068<\/a><\/li>\n<li><a href=\"#section-4-2\">\u81ea\u5206\u306f\u3069\u3063\u3061\u5411\u304d\uff1f\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<\/a><\/li>\n<\/ol>\n<\/li>\n<li><a href=\"#section-5\">\u4eca\u65e5\u304b\u3089\u3067\u304d\u308bRAG\u4f53\u9a13\u3001\u30b3\u30fc\u30c9\u4e0d\u8981\u30673\u30b9\u30c6\u30c3\u30d7<\/a>\n<ol>\n<li><a href=\"#section-5-1\">Google NotebookLM\u3067\u8a66\u3057\u3066\u307f\u308b\uff083\u30b9\u30c6\u30c3\u30d7\uff09<\/a><\/li>\n<li><a href=\"#section-5-2\">\u5b9f\u306f\u3082\u3046\u4f7f\u3063\u3066\u3044\u305f\u304b\u3082\uff1fRAG\u304c\u5165\u3063\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9<\/a><\/li>\n<\/ol>\n<\/li>\n<li><a href=\"#section-6\">\u307e\u3068\u3081\uff1aRAG\u3092\u77e5\u308b\u3068\u300c\u81ea\u5206\u5c02\u7528AI\u300d\u304c\u80b2\u3066\u3089\u308c\u308b<\/a><\/li>\n<\/ol>\n<\/div>\n<h2 id=\"section-1\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><path d=\"M12 8v4\"\/><path d=\"M12 16h.01\"\/><\/svg><br \/>\n  ChatGPT\u304c\u9593\u9055\u3048\u308b\u7406\u7531\u30013\u3064\u3042\u308b<br \/>\n<\/h2>\n<p>\u300cAI\u3063\u3066\u8ce2\u3044\u3093\u3067\u3057\u3087\uff1f\u300d\u3068\u601d\u3063\u3066\u8cea\u554f\u3057\u3066\u307f\u305f\u306e\u306b\u3001\u8fd4\u3063\u3066\u304d\u305f\u7b54\u3048\u304c\u660e\u3089\u304b\u306b\u304a\u304b\u3057\u3044\u3002<\/p>\n<p>\u305d\u3093\u306a\u7d4c\u9a13\u3001\u3042\u308a\u307e\u305b\u3093\u304b\u3002<br \/>\u5b9f\u306f\u3053\u308c\u3001\u3042\u306a\u305f\u306e\u805e\u304d\u65b9\u304c\u60aa\u3044\u308f\u3051\u3058\u3083\u306a\u3044\u3093\u3067\u3059\u3002AI\u304c\u9593\u9055\u3048\u308b\u539f\u56e0\u306f\u3001\u5927\u304d\u304f\u5206\u3051\u30663\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-1-1\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><path d=\"M16 12H8\"\/><\/svg><br \/>\n  \u2460\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u53e4\u3044\uff1a\u6628\u65e5\u306e\u3053\u3068\u3092\u77e5\u3089\u306a\u3044<br \/>\n<\/h3>\n<p>ChatGPT\u306e\u3088\u3046\u306aAI\u306f\u3001\u3042\u3089\u304b\u3058\u3081\u5927\u91cf\u306e\u6587\u7ae0\u3092\u8aad\u307f\u8fbc\u3093\u3067\u300c\u5b66\u7fd2\u300d\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\u305f\u3060\u3001\u3053\u306e\u5b66\u7fd2\u306b\u306f\u671f\u9650\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u300c2024\u5e7410\u6708\u306e\u88dc\u52a9\u91d1\u5236\u5ea6\u3092\u6559\u3048\u3066\u300d\u3068\u805e\u3044\u3066\u3082\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c2023\u5e74\u307e\u3067\u3057\u304b\u306a\u3051\u308c\u3070\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002\u4ed5\u4e8b\u3060\u3068\u6700\u65b0\u306e\u5236\u5ea6\u3092\u77e5\u308a\u305f\u3044\u306e\u306b\u53e4\u3044\u60c5\u5831\u304c\u8fd4\u3063\u3066\u304f\u308b\u3057\u3001\u65e5\u5e38\u3067\u3082\u300c\u5148\u6708\u30aa\u30fc\u30d7\u30f3\u3057\u305f\u30ab\u30d5\u30a7\u300d\u3092\u805e\u3044\u305f\u3089\u5b58\u5728\u3057\u306a\u3044\u5e97\u3092\u7d39\u4ecb\u3055\u308c\u305f\u308a\u3002<\/p>\n<p>\u8981\u3059\u308b\u306b\u3001AI\u306f\u300c\u52c9\u5f37\u3057\u305f\u6642\u70b9\u306e\u4e16\u754c\u300d\u3057\u304b\u77e5\u3089\u306a\u3044\u3093\u3067\u3059\u3002<\/p>\n<h3 id=\"section-1-2\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 2v20M2 12h20\"\/><\/svg><br \/>\n  \u2461\u793e\u5185\u306e\u60c5\u5831\u3092\u77e5\u3089\u306a\u3044\uff1a\u5916\u306e\u4e16\u754c\u3057\u304b\u898b\u3048\u3066\u3044\u306a\u3044<br \/>\n<\/h3>\n<p>AI\u304c\u5b66\u7fd2\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u516c\u958b\u60c5\u5831\u304c\u30e1\u30a4\u30f3\u3067\u3059\u3002<br \/>\u3060\u304b\u3089\u300c\u3046\u3061\u306e\u4f1a\u793e\u306e\u6709\u7d66\u7533\u8acb\u3063\u3066\u3069\u3046\u3084\u308b\u306e\uff1f\u300d\u3068\u805e\u3044\u3066\u3082\u3001\u7b54\u3048\u3088\u3046\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u904e\u53bb\u306e\u8b70\u4e8b\u9332\u3001\u53d6\u5f15\u5148\u3068\u306e\u5951\u7d04\u66f8\u2014\u2014\u3053\u3046\u3044\u3046\u300c\u81ea\u5206\u305f\u3061\u3060\u3051\u306e\u60c5\u5831\u300d\u306fAI\u306e\u982d\u306b\u5165\u3063\u3066\u3044\u306a\u3044\u3093\u3067\u3059\u3002<br \/>\u5bb6\u5ead\u3067\u3082\u540c\u3058\u3067\u3001\u300c\u3046\u3061\u306e\u5b50\u306e\u30a2\u30ec\u30eb\u30ae\u30fc\u98df\u6750\u3092\u907f\u3051\u305f\u732e\u7acb\u300d\u306a\u3093\u3066\u3001AI\u304c\u77e5\u308b\u306f\u305a\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h3 id=\"section-1-3\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M10.29 3.86L1.82 18a2 2 0 0 0 1.71 3h16.94a2 2 0 0 0 1.71-3L13.71 3.86a2 2 0 0 0-3.42 0z\"\/><line x1=\"12\" x2=\"12\" y1=\"9\" y2=\"13\"\/><line x1=\"12\" x2=\"12.01\" y1=\"17\" y2=\"17\"\/><\/svg><br \/>\n  \u2462\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff1a\u81ea\u4fe1\u6e80\u3005\u306b\u5618\u3092\u3064\u304f<br \/>\n<\/h3>\n<p>\u3053\u308c\u304c\u4e00\u756a\u3084\u3063\u304b\u3044\u3067\u3059\u3002<br \/>AI\u306f\u300c\u5206\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u8a00\u308f\u305a\u306b\u3001<span class=\"marker\">\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5618\u3092\u5802\u3005\u3068\u8fd4\u3057\u3066\u304f\u308b<\/span>\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u73fe\u8c61\u3092\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u5e7b\u899a\uff09\u300d\u3068\u547c\u3073\u307e\u3059\u3002\u5b58\u5728\u3057\u306a\u3044\u6cd5\u5f8b\u306e\u6761\u6587\u3092\u5f15\u7528\u3057\u305f\u308a\u3001\u5b9f\u5728\u3057\u306a\u3044\u8ad6\u6587\u306e\u30bf\u30a4\u30c8\u30eb\u3092\u4f5c\u308a\u51fa\u3057\u305f\u308a\u3002<span class=\"marker\">AI\u306f\u300c\u77e5\u3089\u306a\u3044\u300d\u3068\u8a00\u3048\u306a\u3044<\/span>\u2014\u2014\u3053\u308c\u304c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u6b63\u4f53\u3067\u3059\u3002<\/p>\n<p>3\u3064\u306e\u5f31\u70b9\u3092\u307e\u3068\u3081\u308b\u3068\u3001\u3053\u3046\u306a\u308a\u307e\u3059\u3002<\/p>\n<div class=\"nos-table-wrapper\">\n<table class=\"nos-table\">\n<thead>\n<tr>\n<th>\u5f31\u70b9<\/th>\n<th>\u5177\u4f53\u7684\u306b\u8d77\u304d\u308b\u3053\u3068<\/th>\n<th>\u3042\u306a\u305f\u306e\u4f53\u9a13<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"table-label\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u53e4\u3044<\/td>\n<td>\u6700\u65b0\u60c5\u5831\u3092\u77e5\u3089\u306a\u3044<\/td>\n<td>\u300c\u4eca\u5e74\u306e\u5236\u5ea6\u300d\u3092\u805e\u3044\u305f\u306e\u306b\u53e4\u3044<\/td>\n<\/tr>\n<tr>\n<td class=\"table-label\">\u793e\u5185\u60c5\u5831\u304c\u306a\u3044<\/td>\n<td>\u516c\u958b\u60c5\u5831\u3057\u304b\u53c2\u7167\u3067\u304d\u306a\u3044<\/td>\n<td>\u300c\u3046\u3061\u306e\u30eb\u30fc\u30eb\u300d\u306b\u7b54\u3048\u3066\u304f\u308c\u306a\u3044<\/td>\n<\/tr>\n<tr>\n<td class=\"table-label\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3<\/td>\n<td>\u5206\u304b\u3089\u306a\u304f\u3066\u3082\u7b54\u3048\u3066\u3057\u307e\u3046<\/td>\n<td>\u81ea\u4fe1\u6e80\u3005\u306b\u5618\u3092\u3064\u304b\u308c\u305f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<figure class=\"inline-image\">\n  <img decoding=\"async\" src=\"https:\/\/nos.tokyo\/media\/wp\/wp-content\/uploads\/2026\/04\/ART-025_inline_1.jpg\" alt=\"\u3046\u3068\u306e\u30ad\u30e3\u30e9\u633f\u7d75\uff08\u672c\u6587\u633f\u7d75\u2460\uff09\u3002\u300c\u3042\u3001\u3046\u3068\u3082\u3053\u308c\u3084\u3089\u308c\u305f\u3053\u3068\u3042\u308b\u304b\u3082\u2026\u300d\u3068\u3044\u3046\u53cd\u5fdc\u9854\u3002\u5f31\u70b93\u3064\u3092\u8aad\u3093\u3060\u76f4\u5f8c\u306e\u8aad\u8005\u306e\u5171\u611f\u611f\u60c5\u3068\u9023\u52d5\u3055\u305b\u308b\"><br \/>\n<\/figure>\n<p>\u300c\u3042\u306e\u6642\u306e\u3042\u308c\u3001\u539f\u56e0\u3053\u308c\u3060\u3063\u305f\u3093\u3060\u300d\u3068\u601d\u3063\u305f\u65b9\u306f\u591a\u3044\u306f\u305a\u3067\u3059\u3002<br \/>\u3067\u3070\u3001\u3053\u306e3\u3064\u306e\u5f31\u70b9\u3092\u4e00\u6c17\u306b\u30ab\u30d0\u30fc\u3067\u304d\u308b\u4ed5\u7d44\u307f\u304c\u3042\u308b\u3068\u3057\u305f\u3089\uff1f\u3000\u305d\u308c\u304cRAG\u3067\u3059\u3002<\/p>\n<h2 id=\"section-2\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M2 3h6a4 4 0 0 1 4 4v14a3 3 0 0 0-3-3H2z\"\/><path d=\"M22 3h-6a4 4 0 0 0-4 4v14a3 3 0 0 1 3-3h7z\"\/><\/svg><br \/>\n  RAG\u3068\u306f\uff1f\u4e00\u8a00\u3067\u3044\u3046\u3068\u300c\u30ab\u30f3\u30cb\u30f3\u30b0OK\u306e\u8a66\u9a13\u300d<br \/>\n<\/h2>\n<h3 id=\"section-2-1\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M16 3h5v5\"\/><path d=\"M8 3H3v5\"\/><path d=\"M12 22v-8.3a4 4 0 0 0-1.172-2.872L3 3\"\/><path d=\"m15 9 6-6\"\/><\/svg><br \/>\n  \u666e\u901a\u306eAI\u3068RAG\u3064\u304d\u306eAI\u3001\u4f55\u304c\u9055\u3046\u304b<br \/>\n<\/h3>\n<p>\u666e\u901a\u306eAI\uff08ChatGPT\u306a\u3069\uff09\u306f\u3001\u3044\u308f\u3070<span class=\"marker\">\u300c\u6559\u79d1\u66f8\u3092\u4e38\u6697\u8a18\u3057\u3066\u8a66\u9a13\u306b\u81e8\u3080\u5b66\u751f\u300d<\/span>\u3067\u3059\u3002<br \/>\u6697\u8a18\u3057\u305f\u7bc4\u56f2\u306e\u3053\u3068\u306f\u7b54\u3048\u3089\u308c\u308b\u3051\u3069\u3001\u6697\u8a18\u3057\u3066\u3044\u306a\u3044\u7bc4\u56f2\u306f\u300c\u305d\u308c\u3063\u307d\u3044\u7b54\u3048\u300d\u3092\u66f8\u3044\u3066\u3057\u307e\u3046\u3002<\/p>\n<p>\u4e00\u65b9\u3001RAG\u3064\u304d\u306eAI\u306f<span class=\"marker\">\u300c\u624b\u5143\u306b\u53c2\u8003\u66f8\u3092\u7f6e\u3044\u3066\u7b54\u3048\u3066\u3088\u3044\u8a66\u9a13\u306e\u5b66\u751f\u300d<\/span>\u3067\u3059\u3002<br \/>\u8cea\u554f\u3092\u53d7\u3051\u305f\u3089\u3001\u307e\u305a\u624b\u5143\u306e\u8cc7\u6599\u3092\u30d1\u30e9\u30d1\u30e9\u3068\u3081\u304f\u3063\u3066\u3001\u8a72\u5f53\u3059\u308b\u60c5\u5831\u3092\u898b\u3064\u3051\u3066\u304b\u3089\u56de\u7b54\u3059\u308b\u3002<\/p>\n<p>\u4ed5\u4e8b\u306b\u7f6e\u304d\u63db\u3048\u308b\u3068\u3001\u3082\u3063\u3068\u5206\u304b\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u5165\u793e\u521d\u65e5\u306e\u65b0\u4eba\u306b\u300c\u6709\u7d66\u7533\u8acb\u3063\u3066\u3069\u3046\u3084\u308b\u306e\uff1f\u300d\u3068\u805e\u304b\u308c\u305f\u5834\u9762\u3092\u60f3\u50cf\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u4f55\u3082\u6e21\u3055\u306a\u3051\u308c\u3070\u3001\u305d\u306e\u65b0\u4eba\u306f\u300c\u305f\u3076\u3093\u3053\u3046\u3060\u3068\u601d\u3044\u307e\u3059\u2026\u300d\u3068\u66d6\u6627\u306b\u7b54\u3048\u308b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\u3067\u3082\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u624b\u6e21\u3057\u3066\u300c\u3053\u3053\u306b\u66f8\u3044\u3066\u3042\u308b\u3088\u300d\u3068\u8a00\u3048\u3070\u3001\u6b63\u78ba\u306b\u7b54\u3048\u3089\u308c\u307e\u3059\u3088\u306d\u3002<\/p>\n<p><span class=\"marker\">RAG\u306f\u300cAI\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u6e21\u3059\u4ed5\u7d44\u307f\u300d<\/span>\u3067\u3059\u3002<\/p>\n<h3 id=\"section-2-2\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 3v18h18\"\/><path d=\"m19 9-5 5-4-4-3 3\"\/><\/svg><br \/>\n  RAG\u306e\u52d5\u304d\u306f2\u30b9\u30c6\u30c3\u30d7\u3060\u3051<br \/>\n<\/h3>\n<p>RAG\uff08Retrieval-Augmented Generation\uff1d\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306e\u52d5\u304d\u306f\u3001\u5b9f\u306f\u305f\u3063\u305f2\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d71\uff1a\u691c\u7d22\u3059\u308b<\/strong><br \/>\u8cea\u554f\u3092\u53d7\u3051\u305f\u3089\u3001\u307e\u305a\u5916\u90e8\u306e\u60c5\u5831\u6e90\uff08\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3001PDF\u3001Web\u30b5\u30a4\u30c8\u306a\u3069\uff09\u304b\u3089\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u63a2\u3059\u3002<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d72\uff1a\u53c2\u7167\u3057\u3066\u56de\u7b54\u3059\u308b<\/strong><br \/>\u898b\u3064\u3051\u305f\u60c5\u5831\u3092\u300c\u53c2\u8003\u66f8\u300d\u3068\u3057\u3066\u624b\u5143\u306b\u7f6e\u3044\u305f\u72b6\u614b\u3067\u3001\u56de\u7b54\u3092\u4f5c\u308b\u3002<\/p>\n<p>\u3053\u308c\u3060\u3051\u3067\u3059\u3002<br \/>\u300c\u691c\u7d22\u3057\u3066\u304b\u3089\u7b54\u3048\u308b\u300d\u2014\u2014\u65e5\u5e38\u3067\u8a00\u3048\u3070\u3001LINE\u3067\u805e\u304b\u308c\u305f\u3053\u3068\u3092Google\u691c\u7d22\u3057\u3066\u304b\u3089\u8fd4\u4fe1\u3059\u308b\u3001\u3042\u306e\u884c\u52d5\u3068\u307b\u3068\u3093\u3069\u540c\u3058\u3067\u3059\u3002<\/p>\n<div class=\"diagram-comparison\">\n<div class=\"comparison-item comparison-before\">\n    <span class=\"comparison-label\">\u666e\u901a\u306eAI<\/span><\/p>\n<h4 class=\"comparison-title\">\u8a18\u61b6\u3060\u3051\u3067\u56de\u7b54<\/h4>\n<div class=\"comparison-flow\">\n<p>\u8cea\u554f\u3092\u53d7\u3051\u308b<\/p>\n<p>      <span class=\"flow-arrow\"><br \/>\n        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 5v14\"\/><path d=\"m19 12-7 7-7-7\"\/><\/svg><br \/>\n      <\/span><\/p>\n<p>AI\u306e\u8a18\u61b6\u306e\u307f\u3067\u56de\u7b54<\/p>\n<\/p><\/div>\n<p class=\"comparison-point\">\u6697\u8a18\u3057\u3066\u3044\u306a\u3044\u7bc4\u56f2\u306f\u66d6\u6627\u306b<\/p>\n<\/p><\/div>\n<div class=\"comparison-arrow\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M5 12h14\"\/><path d=\"m12 5 7 7-7 7\"\/><\/svg>\n  <\/div>\n<div class=\"comparison-item comparison-after\">\n    <span class=\"comparison-label\">RAG\u3042\u308a<\/span><\/p>\n<h4 class=\"comparison-title\">\u691c\u7d22\u3057\u3066\u304b\u3089\u56de\u7b54<\/h4>\n<div class=\"comparison-flow\">\n<p>\u8cea\u554f\u3092\u53d7\u3051\u308b<\/p>\n<p>      <span class=\"flow-arrow\"><br \/>\n        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 5v14\"\/><path d=\"m19 12-7 7-7-7\"\/><\/svg><br \/>\n      <\/span><\/p>\n<p>\u5916\u90e8\u60c5\u5831\u3092\u691c\u7d22<\/p>\n<p>      <span class=\"flow-arrow\"><br \/>\n        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 5v14\"\/><path d=\"m19 12-7 7-7-7\"\/><\/svg><br \/>\n      <\/span><\/p>\n<p>\u60c5\u5831\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54<\/p>\n<\/p><\/div>\n<p class=\"comparison-point\">\u6839\u62e0\u306e\u3042\u308b\u6b63\u78ba\u306a\u56de\u7b54\u306b<\/p>\n<\/p><\/div>\n<\/div>\n<div class=\"character-balloon uto\">\n<div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/nos.tokyo\/media\/wp\/wp-content\/themes\/nosmedia\/assets\/images\/uto-icon.png\" alt=\"\u3046\u3068\">\n  <\/div>\n<div class=\"balloon-content\">\n<p>&#8220;\u624b\u5143\u306b\u53c2\u8003\u66f8&#8221;\u3063\u3066\u8a00\u308f\u308c\u308b\u3068\u3001\u306a\u3093\u3068\u306a\u304f\u30a4\u30e1\u30fc\u30b8\u3067\u304d\u308b\u6c17\u304c\u3057\u3066\u304d\u305f\u3002\u3046\u3068\u306b\u3082\u3067\u304d\u308b\u306e\u304b\u306a\u2026<\/p>\n<\/p><\/div>\n<\/div>\n<h2 id=\"section-3\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M16 3h5v5\"\/><path d=\"M8 3H3v5\"\/><path d=\"M12 22v-8.3a4 4 0 0 0-1.172-2.872L3 3\"\/><path d=\"m15 9 6-6\"\/><\/svg><br \/>\n  RAG\u304c\u3042\u308b\u3068\u56de\u7b54\u304c\u3053\u3093\u306a\u306b\u5909\u308f\u308b\u3010Before\/After\u6bd4\u8f03\u3011<br \/>\n<\/h2>\n<p>\u4ed5\u7d44\u307f\u3092\u77e5\u3063\u305f\u3068\u3053\u308d\u3067\u3001\u300c\u3067\u3001\u5b9f\u969b\u3069\u308c\u304f\u3089\u3044\u5909\u308f\u308b\u306e\uff1f\u300d\u304c\u4e00\u756a\u6c17\u306b\u306a\u308a\u307e\u3059\u3088\u306d\u3002<br \/>\u3053\u3053\u3067\u306f\u4ed5\u4e8b\u3068\u65e5\u5e38\u30012\u3064\u306e\u30b7\u30fc\u30f3\u3067\u6bd4\u3079\u3066\u307f\u307e\u3059\u3002<\/p>\n<h3 id=\"section-3-1\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M21 16V8a2 2 0 0 0-1-1.73l-7-4a2 2 0 0 0-2 0l-7 4A2 2 0 0 0 3 8v8a2 2 0 0 0 1 1.73l7 4a2 2 0 0 0 2 0l7-4A2 2 0 0 0 21 16z\"\/><polyline points=\"7.5 4.21 12 6.81 16.5 4.21\"\/><polyline points=\"7.5 19.79 7.5 14.6 3 12\"\/><polyline points=\"21 12 16.5 14.6 16.5 19.79\"\/><polyline points=\"3.27 6.96 12 12.01 20.73 6.96\"\/><line x1=\"12\" x2=\"12\" y1=\"22.08\" y2=\"12\"\/><\/svg><br \/>\n  \u3010\u4ed5\u4e8b\u7de8\u3011\u6709\u7d66\u7533\u8acb\u306e\u65b9\u6cd5\u3092\u805e\u3044\u3066\u307f\u305f<br \/>\n<\/h3>\n<p>\u8cea\u554f\uff1a\u300c\u6709\u7d66\u4f11\u6687\u306e\u7533\u8acb\u65b9\u6cd5\u3092\u6559\u3048\u3066\u300d<\/p>\n<div class=\"nos-table-wrapper\">\n<table class=\"nos-table\">\n<thead>\n<tr>\n<th>RAG\u306a\u3057<\/th>\n<th>RAG\u3042\u308a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e00\u822c\u7684\u306b\u306f\u4e0a\u53f8\u306b\u7533\u8acb\u66f8\u3092\u63d0\u51fa\u3057\u3001\u627f\u8a8d\u3092\u5f97\u308b\u6d41\u308c\u3067\u3059\u3002\u4f1a\u793e\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u305f\u3081\u3001\u5c31\u696d\u898f\u5247\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/td>\n<td>\u793e\u5185\u898f\u5b9a\u7b2c12\u6761\u306b\u57fa\u3065\u304d\u3001\u7533\u8acb\u306f\u52e4\u6020\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u300c\u25cb\u25cb\u300d\u304b\u3089\u884c\u3044\u307e\u3059\u3002\u7533\u8acb\u671f\u9650\u306f3\u55b6\u696d\u65e5\u524d\u307e\u3067\u3002\u627f\u8a8d\u8005\u306f\u76f4\u5c5e\u306e\u4e0a\u53f8\u3067\u3059\u3002\uff08\u51fa\u5178\uff1a\u793e\u5185\u5c31\u696d\u898f\u5247 \u7b2c12\u6761\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u5de6\u306f\u300c\u3069\u306e\u4f1a\u793e\u306b\u3082\u5f53\u3066\u306f\u307e\u308b\u3051\u3069\u3001\u4f55\u306e\u5f79\u306b\u3082\u7acb\u305f\u306a\u3044\u7b54\u3048\u300d\u3002<br \/>\u53f3\u306f\u300c\u3046\u3061\u306e\u4f1a\u793e\u306e\u8a71\u300d\u3068\u3057\u3066\u3001\u305d\u306e\u307e\u307e\u4f7f\u3048\u308b\u7b54\u3048\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"section-3-2\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 9h18v10a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V9Z\"\/><path d=\"m3 9 2.45-4.9A2 2 0 0 1 7.24 3h9.52a2 2 0 0 1 1.8 1.1L21 9\"\/><path d=\"M12 3v6\"\/><\/svg><br \/>\n  \u3010\u65e5\u5e38\u7de8\u3011\u6b21\u306e\u65c5\u884c\u5148\u3092\u76f8\u8ac7\u3057\u3066\u307f\u305f<br \/>\n<\/h3>\n<p>\u8cea\u554f\uff1a\u300c\u6b21\u306e\u5bb6\u65cf\u65c5\u884c\u306e\u304a\u3059\u3059\u3081\u3092\u6559\u3048\u3066\u300d<\/p>\n<div class=\"nos-table-wrapper\">\n<table class=\"nos-table\">\n<thead>\n<tr>\n<th>RAG\u306a\u3057<\/th>\n<th>RAG\u3042\u308a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6c96\u7e04\u3084\u5317\u6d77\u9053\u304c\u4eba\u6c17\u3067\u3059\u3002\u304a\u5b50\u3055\u3093\u306e\u5e74\u9f62\u3084\u4e88\u7b97\u306b\u5408\u308f\u305b\u3066\u9078\u3076\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/td>\n<td>\u524d\u56de\u306e\u65c5\u884c\u30e1\u30e2\uff082024\u5e748\u6708\u30fb\u5317\u6d77\u9053\uff09\u3092\u53c2\u7167\u3059\u308b\u3068\u3001\u304a\u5b50\u3055\u3093\u304c\u300c\u6d77\u3067\u904a\u3073\u305f\u3044\u300d\u3068\u8a00\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u4e88\u7b9710\u4e07\u5186\u4ee5\u5185\u30fb\u8eca\u79fb\u52d53\u6642\u9593\u4ee5\u5185\u306a\u3089\u3001\u5343\u8449\u306e\u9928\u5c71\u30a8\u30ea\u30a2\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002\uff08\u51fa\u5178\uff1a\u65c5\u884c\u30e1\u30e2_2024\u5e748\u6708.pdf\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u5de6\u306f\u300c\u8ab0\u306b\u3067\u3082\u8a00\u3048\u308b\u4e00\u822c\u8ad6\u300d\u3002<br \/>\u53f3\u306f\u300c\u3046\u3061\u306e\u5bb6\u65cf\u306e\u8a71\u300d\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u904e\u53bb\u306e\u30e1\u30e2\u3092\u8aad\u307f\u8fbc\u307e\u305b\u308b\u3060\u3051\u3067\u3001AI\u304c&#8221;\u3046\u3061\u306e\u4e8b\u60c5&#8221;\u3092\u8e0f\u307e\u3048\u3066\u63d0\u6848\u3057\u3066\u304f\u308c\u308b\u3093\u3067\u3059\u3002<\/p>\n<figure class=\"inline-image\">\n  <img decoding=\"async\" src=\"https:\/\/nos.tokyo\/media\/wp\/wp-content\/uploads\/2026\/04\/ART-025_inline_3.jpg\" alt=\"\u300cRAG\u306a\u3057\u300d\u3068\u300cRAG\u3042\u308a\u300d\u306e\u56de\u7b54\u6bd4\u8f03\u3092\u8996\u899a\u5316\u3057\u305f\u56f3\u3002\u5de6\u5074\u306f\u66d6\u6627\u306a\u56de\u7b54\uff08\u307c\u3084\u3051\u305f\u30a2\u30a4\u30b3\u30f3\uff09\u3001\u53f3\u5074\u306f\u51fa\u5178\u4ed8\u304d\u306e\u56de\u7b54\uff08\u304f\u3063\u304d\u308a\u3057\u305f\u30a2\u30a4\u30b3\u30f3\uff0b\u66f8\u985e\u30de\u30fc\u30af\uff09\u3002\u4e00\u76ee\u3067\u9055\u3044\u304c\u5206\u304b\u308b\u30c7\u30b6\u30a4\u30f3\"><br \/>\n<\/figure>\n<div class=\"character-balloon uto\">\n<div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/nos.tokyo\/media\/wp\/wp-content\/themes\/nosmedia\/assets\/images\/uto-icon.png\" alt=\"\u3046\u3068\">\n  <\/div>\n<div class=\"balloon-content\">\n<p>\u3048\u3001\u51fa\u5178\u307e\u3067\u51fa\u3066\u304f\u308b\u306e\uff1f\u3053\u308c\u4e0a\u53f8\u306b\u8aac\u660e\u3059\u308b\u3068\u304d\u306b\u4f7f\u3048\u305d\u3046\u2026\u6b63\u76f4\u3061\u3087\u3063\u3068\u6b32\u3057\u3044\u304b\u3082<\/p>\n<\/p><\/div>\n<\/div>\n<h3 id=\"section-3-3\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M14.5 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V7.5L14.5 2z\"\/><polyline points=\"14 2 14 8 20 8\"\/><line x1=\"16\" x2=\"8\" y1=\"13\" y2=\"13\"\/><line x1=\"16\" x2=\"8\" y1=\"17\" y2=\"17\"\/><line x1=\"10\" x2=\"8\" y1=\"9\" y2=\"9\"\/><\/svg><br \/>\n  \u51fa\u5178\u304c\u898b\u3048\u308b\u3068\u3001\u4ed5\u4e8b\u3067\u4f7f\u3048\u308b\u56de\u7b54\u306b\u306a\u308b<br \/>\n<\/h3>\n<p>Before\/After\u306e\u8868\u3067\u6c17\u3065\u3044\u305f\u65b9\u3082\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<br \/>RAG\u3042\u308a\u306e\u56de\u7b54\u306b\u306f\u300c\u51fa\u5178\u300d\u304c\u4ed8\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3001\u5730\u5473\u306b\u3059\u3054\u304f\u5927\u4e8b\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<p>\u4ed5\u4e8b\u3067\u300cAI\u304c\u3053\u3046\u8a00\u3063\u3066\u307e\u3057\u305f\u300d\u3060\u3051\u3060\u3068\u3001\u4e0a\u53f8\u3084\u53d6\u5f15\u5148\u306f\u7d0d\u5f97\u3057\u307e\u305b\u3093\u3002<br \/>\u3067\u3082\u300c\u793e\u5185\u898f\u5b9a\u306e\u7b2c12\u6761\u306b\u57fa\u3065\u3044\u3066\u3001AI\u304c\u3053\u3046\u56de\u7b54\u3057\u3066\u3044\u307e\u3059\u300d\u3068\u8a00\u3048\u305f\u3089\u3001\u8aac\u5f97\u529b\u304c\u307e\u308b\u3067\u9055\u3044\u307e\u3059\u3088\u306d\u3002<\/p>\n<p><span class=\"marker\">\u300c\u51fa\u5178\u4ed8\u304d\u300d\u306f\u4ed5\u4e8b\u3067\u4f7f\u3048\u308b\u6700\u4f4e\u6761\u4ef6<\/span>\u3067\u3059\u3002<\/p>\n<p>\u5831\u544a\u66f8\u3084\u30d7\u30ec\u30bc\u30f3\u8cc7\u6599\u306b\u5f15\u7528\u3059\u308b\u3068\u304d\u3082\u3001\u51fa\u5178\u304c\u3042\u308c\u3070\u5802\u3005\u3068\u4f7f\u3048\u307e\u3059\u3002\u65e5\u5e38\u3067\u3082\u300c\u3053\u306e\u524d\u306e\u65c5\u884c\u30e1\u30e2\u306b\u3053\u3046\u66f8\u3044\u3066\u3042\u3063\u305f\u3088\u300d\u3068\u5bb6\u65cf\u306b\u8aac\u660e\u3067\u304d\u308b\u306e\u3067\u3001\u300cAI\u304c\u52dd\u624b\u306b\u8a00\u3063\u3066\u308b\u3060\u3051\u300d\u3068\u3044\u3046\u4e0d\u4fe1\u611f\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"section-4\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M16 3h5v5\"\/><path d=\"M8 3H3v5\"\/><path d=\"M12 22v-8.3a4 4 0 0 0-1.172-2.872L3 3\"\/><path d=\"m15 9 6-6\"\/><\/svg><br \/>\n  RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u3069\u3063\u3061\u304c\u81ea\u5206\u5411\u304d\uff1f<br \/>\n<\/h2>\n<p>\u300cAI\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u65b9\u6cd5\u300d\u3092\u8abf\u3079\u308b\u3068\u3001RAG\u306e\u4ed6\u306b\u300c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u300d\u3068\u3044\u3046\u8a00\u8449\u3082\u51fa\u3066\u304d\u307e\u3059\u3002<br \/>\u300c\u3067\u3001\u3069\u3063\u3061\u3092\u4f7f\u3048\u3070\u3044\u3044\u306e\uff1f\u300d\u3068\u8ff7\u3046\u65b9\u3082\u591a\u3044\u306e\u3067\u3001\u3053\u3053\u3067\u6574\u7406\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"section-4-1\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 2v20M2 12h20\"\/><\/svg><br \/>\n  2\u3064\u306e\u9055\u3044\u3092\u3056\u3063\u304f\u308a\u8a00\u3046\u3068<br \/>\n<\/h3>\n<p>\u5148\u307b\u3069\u306e\u8a66\u9a13\u306e\u305f\u3068\u3048\u3067\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>RAG<\/strong>\uff1d\u624b\u5143\u306b\u53c2\u8003\u66f8\u3092\u7f6e\u3044\u3066\u7b54\u3048\u308b\uff08\u60c5\u5831\u306f\u5916\u304b\u3089\u6301\u3063\u3066\u304f\u308b\uff09<\/li>\n<li><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong>\uff1d\u6559\u79d1\u66f8\u306e\u5185\u5bb9\u3092\u8ffd\u52a0\u3067\u4e38\u6697\u8a18\u3055\u305b\u308b\uff08AI\u81ea\u4f53\u3092\u518d\u5b66\u7fd2\u3055\u305b\u308b\uff09<\/li>\n<\/ul>\n<p>RAG\u306f\u300c\u60c5\u5831\u3092\u6e21\u3059\u300d\u3060\u3051\u306a\u306e\u3067\u3001\u5dee\u3057\u66ff\u3048\u3082\u8ffd\u52a0\u3082\u624b\u8efd\u3067\u3059\u3002<br \/>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u300cAI\u306e\u982d\u306e\u4e2d\u3092\u66f8\u304d\u63db\u3048\u308b\u300d\u306e\u3067\u3001\u624b\u9593\u3082\u30b3\u30b9\u30c8\u3082\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-4-2\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M9 11l3 3L22 4\"\/><path d=\"M21 12v7a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h11\"\/><\/svg><br \/>\n  \u81ea\u5206\u306f\u3069\u3063\u3061\u5411\u304d\uff1f\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<br \/>\n<\/h3>\n<p>\u300c\u81ea\u5206\u306e\u30b1\u30fc\u30b9\u306f\u3069\u3063\u3061\u3060\u308d\u3046\u300d\u3068\u601d\u3063\u305f\u3089\u3001\u4ee5\u4e0b\u306e\u8868\u3067\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"nos-table-wrapper\">\n<table class=\"nos-table\">\n<thead>\n<tr>\n<th>RAG\u304c\u5411\u3044\u3066\u3044\u308b<\/th>\n<th>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5411\u3044\u3066\u3044\u308b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u2610 \u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3092AI\u306b\u53c2\u7167\u3055\u305b\u305f\u3044<\/td>\n<td>\u2610 AI\u306e\u6587\u7ae0\u306e\u300c\u53e3\u8abf\u300d\u3092\u5909\u3048\u305f\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u2610 \u60c5\u5831\u304c\u983b\u7e41\u306b\u66f4\u65b0\u3055\u308c\u308b\uff08\u4e0d\u52d5\u7523\u30fb\u5c0f\u58f2\u306a\u3069\uff09<\/td>\n<td>\u2610 \u5c02\u9580\u7528\u8a9e\u3092\u6b63\u3057\u304f\u4f7f\u308f\u305b\u305f\u3044\uff08\u533b\u7642\u30fb\u6cd5\u5f8b\u306a\u3069\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u2610 \u958b\u767a\u30b3\u30b9\u30c8\u3092\u6291\u3048\u305f\u3044<\/td>\n<td>\u2610 \u958b\u767a\u30ea\u30bd\u30fc\u30b9\u3068\u4e88\u7b97\u304c\u3042\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u2610 \u307e\u305a\u8a66\u3057\u3066\u307f\u305f\u3044<\/td>\n<td>\u2610 \u9577\u671f\u7684\u306b\u5c02\u7528AI\u3092\u4f5c\u308a\u8fbc\u307f\u305f\u3044<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><span class=\"marker\">\u8ff7\u3063\u305f\u3089\u3001\u307e\u305aRAG\u304b\u3089<\/span>\u3002\u60c5\u5831\u306e\u5dee\u3057\u66ff\u3048\u304c\u304d\u304f\u306e\u3067\u3001\u300c\u3068\u308a\u3042\u3048\u305a\u8a66\u3059\u300d\u3068\u306e\u76f8\u6027\u304c\u629c\u7fa4\u3067\u3059\u3002<\/p>\n<h2 id=\"section-5\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M4.5 16.5c-1.5 1.26-2 5-2 5s3.74-.5 5-2c.71-.84.7-2.13-.09-2.91a2.18 2.18 0 0 0-2.91-.09z\"\/><path d=\"m12 15-3-3a22 22 0 0 1 2-3.95A12.88 12.88 0 0 1 22 2c0 2.72-.78 7.5-6 11a22.35 22.35 0 0 1-4 2z\"\/><path d=\"M9 12H4s.55-3.03 2-4c1.62-1.08 5 0 5 0\"\/><path d=\"M12 15v5s3.03-.55 4-2c1.08-1.62 0-5 0-5\"\/><\/svg><br \/>\n  \u4eca\u65e5\u304b\u3089\u3067\u304d\u308bRAG\u4f53\u9a13\u3001\u30b3\u30fc\u30c9\u4e0d\u8981\u30673\u30b9\u30c6\u30c3\u30d7<br \/>\n<\/h2>\n<p>\u300c\u4ed5\u7d44\u307f\u306f\u5206\u304b\u3063\u305f\u3002\u3067\u3082\u3001\u5b9f\u969b\u306b\u3084\u308b\u306b\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u5fc5\u8981\u306a\u3093\u3067\u3057\u3087\uff1f\u300d<\/p>\n<p>\u305d\u3046\u601d\u3063\u305f\u65b9\u3001\u5b89\u5fc3\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\u30b3\u30fc\u30c9\u30921\u884c\u3082\u66f8\u304b\u305a\u306b\u3001\u4eca\u65e5\u4e2d\u306bRAG\u3092\u4f53\u9a13\u3067\u304d\u308b\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-5-1\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 3v18h18\"\/><path d=\"m19 9-5 5-4-4-3 3\"\/><\/svg><br \/>\n  Google NotebookLM\u3067\u8a66\u3057\u3066\u307f\u308b\uff083\u30b9\u30c6\u30c3\u30d7\uff09<br \/>\n<\/h3>\n<p>Google\u304c\u7121\u6599\u3067\u63d0\u4f9b\u3057\u3066\u3044\u308b\u300c<a href=\"https:\/\/notebooklm.google.com\/\" target=\"_blank\" rel=\"noopener\">NotebookLM<\/a>\u300d\u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d71\uff1a<\/strong> NotebookLM\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001Google\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u30ed\u30b0\u30a4\u30f3\u3059\u308b<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d72\uff1a<\/strong> \u624b\u5143\u306ePDF\u3084Google\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\uff08\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u8b70\u4e8b\u9332\u3001\u65c5\u884c\u306e\u30e1\u30e2\u306a\u3069\u3001\u306a\u3093\u3067\u3082OK\uff09<\/p>\n<p><strong>\u30b9\u30c6\u30c3\u30d73\uff1a<\/strong> \u30c1\u30e3\u30c3\u30c8\u6b04\u3067\u8cea\u554f\u3059\u308b<\/p>\n<p>\u305f\u3063\u305f\u3053\u308c\u3060\u3051\u3067\u3059\u3002<br \/>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u8cc7\u6599\u3092\u3082\u3068\u306bAI\u304c\u56de\u7b54\u3057\u3066\u304f\u308c\u308b\u306e\u3067\u3001\u307e\u3055\u306b\u300c\u624b\u5143\u306b\u53c2\u8003\u66f8\u3092\u7f6e\u3044\u305f\u72b6\u614b\u300d\u3092\u4f53\u9a13\u3067\u304d\u307e\u3059\u3002<\/p>\n<figure class=\"inline-image\">\n  <img decoding=\"async\" src=\"https:\/\/nos.tokyo\/media\/wp\/wp-content\/uploads\/2026\/04\/ART-025_inline_2.jpg\" alt=\"\u3046\u3068\u306e\u30ad\u30e3\u30e9\u633f\u7d75\uff08\u672c\u6587\u633f\u7d75\u2461\uff09\u3002NotebookLM\u3092\u8a66\u3057\u3066\u307f\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u5834\u9762\u3002\u300c\u3061\u3087\u3063\u3068\u30c9\u30ad\u30c9\u30ad\u3059\u308b\u3051\u3069\u2026\u3084\u3063\u3066\u307f\u308b\u304b\u300d\u3068\u3044\u3046\u8868\u60c5\"><br \/>\n<\/figure>\n<h3 id=\"section-5-2\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 2v20M2 12h20\"\/><\/svg><br \/>\n  \u5b9f\u306f\u3082\u3046\u4f7f\u3063\u3066\u3044\u305f\u304b\u3082\uff1fRAG\u304c\u5165\u3063\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9<br \/>\n<\/h3>\n<p>\u300cRAG\u300d\u3068\u3044\u3046\u540d\u524d\u3092\u77e5\u3089\u306a\u304f\u3066\u3082\u3001\u3059\u3067\u306bRAG\u7684\u306a\u4ed5\u7d44\u307f\u3092\u4f7f\u3063\u3066\u3044\u305f\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070<strong><a href=\"https:\/\/www.perplexity.ai\/\" target=\"_blank\" rel=\"noopener\">Perplexity\uff08\u30d1\u30fc\u30d7\u30ec\u30ad\u30b7\u30c6\u30a3\uff09<\/a><\/strong>\u3068\u3044\u3046\u691c\u7d22AI\u30b5\u30fc\u30d3\u30b9\u3002\u8cea\u554f\u3059\u308b\u3068\u3001Web\u30da\u30fc\u30b8\u3092\u691c\u7d22\u3057\u305f\u4e0a\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u3001\u53c2\u7167\u5143\u306eURL\u3092\u4e00\u7dd2\u306b\u8868\u793a\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3001\u3084\u3063\u3066\u3044\u308b\u3053\u3068\u306f\u307e\u3055\u306bRAG\u306e\u300c\u691c\u7d22\u2192\u751f\u6210\u300d\u306e2\u30b9\u30c6\u30c3\u30d7\u305d\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n<p><span class=\"marker\">RAG\u306f\u300c\u96e3\u3057\u3044\u65b0\u6280\u8853\u300d\u3058\u3083\u306a\u3044<\/span>\u2014\u2014\u3059\u3067\u306b\u8eab\u8fd1\u306a\u30b5\u30fc\u30d3\u30b9\u306b\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u4ed5\u7d44\u307f\u306a\u3093\u3067\u3059\u3002<\/p>\n<div class=\"character-balloon uto\">\n<div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/nos.tokyo\/media\/wp\/wp-content\/themes\/nosmedia\/assets\/images\/uto-icon.png\" alt=\"\u3046\u3068\">\n  <\/div>\n<div class=\"balloon-content\">\n<p>\u3053\u308c\u3001\u306a\u3093\u304b\u3046\u3068\u306b\u3082\u3067\u304d\u305d\u3046\u306a\u6c17\u304c\u3057\u3066\u304d\u305f\u2026\u3002\u30dd\u30c1\u30dd\u30c1\u3059\u308b\u3060\u3051\u306a\u3089\u3084\u3063\u3066\u307f\u3088\u3046\u304b\u306a<\/p>\n<\/p><\/div>\n<\/div>\n<h2 id=\"section-6\">\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M20 6 9 17l-5-5\"\/><\/svg><br \/>\n  \u307e\u3068\u3081\uff1aRAG\u3092\u77e5\u308b\u3068\u300c\u81ea\u5206\u5c02\u7528AI\u300d\u304c\u80b2\u3066\u3089\u308c\u308b<br \/>\n<\/h2>\n<div class=\"character-balloon uto\">\n<div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/nos.tokyo\/media\/wp\/wp-content\/themes\/nosmedia\/assets\/images\/uto-icon.png\" alt=\"\u3046\u3068\">\n  <\/div>\n<div class=\"balloon-content\">\n<p>\u3081\u3093\u3069\u304f\u3055\u304c\u308a\u306e\u3046\u3068\u3067\u3082\u8a66\u305b\u305d\u3046\u3060\u3057\u3001\u307e\u3042\u640d\u306f\u306a\u3044\u304b\u306a\u3002\u3084\u3063\u3066\u307f\u308b\u304b<\/p>\n<\/p><\/div>\n<\/div>\n<p>\u300cRAG\u300d\u3068\u805e\u3044\u3066\u3001\u6700\u521d\u306f\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8a71\u3067\u3057\u3087\u300d\u3068\u611f\u3058\u3066\u3044\u305f\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<br \/>\u3067\u3082\u3053\u3053\u307e\u3067\u8aad\u3093\u3060\u3042\u306a\u305f\u306a\u3089\u3001\u3082\u3046\u5370\u8c61\u304c\u5909\u308f\u3063\u3066\u3044\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8\u30923\u3064\u3060\u3051\u6301\u3061\u5e30\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ol>\n<li><span class=\"marker\">AI\u304c\u9593\u9055\u3048\u308b\u306e\u306f\u300c\u53e4\u3044\u60c5\u5831\u300d\u300c\u793e\u5185\u60c5\u5831\u306a\u3057\u300d\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u300d\u306e3\u3064\u304c\u539f\u56e0<\/span><\/li>\n<li><span class=\"marker\">RAG\u306f\u300c\u691c\u7d22\u3057\u3066\u304b\u3089\u7b54\u3048\u308b\u300d\u3060\u3051\u306e\u4ed5\u7d44\u307f\u3067\u3001\u56de\u7b54\u306e\u7cbe\u5ea6\u3068\u4fe1\u983c\u6027\u304c\u5909\u308f\u308b<\/span><\/li>\n<li><span class=\"marker\">NotebookLM\u3092\u4f7f\u3048\u3070\u3001\u4eca\u65e5\u304b\u3089\u30b3\u30fc\u30c9\u4e0d\u8981\u3067\u4f53\u9a13\u3067\u304d\u308b<\/span><\/li>\n<\/ol>\n<p>\u4ed5\u4e8b\u3067\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u8aad\u307f\u8fbc\u307e\u305b\u308c\u3070\u3001\u65b0\u4eba\u6559\u80b2\u3084\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u304c\u5909\u308f\u308a\u307e\u3059\u3002<br \/>\u5bb6\u3067\u65c5\u884c\u30e1\u30e2\u3084\u5bb6\u8a08\u7c3f\u3092\u8aad\u307f\u8fbc\u307e\u305b\u308c\u3070\u3001\u300c\u3046\u3061\u306e\u4e8b\u60c5\u3092\u5206\u304b\u3063\u3066\u304f\u308c\u308bAI\u300d\u304c\u624b\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n<p>\u4ed5\u4e8b\u3067\u3082\u5bb6\u3067\u3082\u3001\u540c\u3058\u4ed5\u7d44\u307f\u3067\u300c\u81ea\u5206\u5c02\u7528\u306eAI\u300d\u3092\u80b2\u3066\u3089\u308c\u308b\u3002<br \/>\u305d\u308c\u304cRAG\u3092\u77e5\u308b\u3053\u3068\u306e\u3001\u4e00\u756a\u306e\u4fa1\u5024\u3067\u3059\u3002<\/p>\n<h3>\n  <svg class=\"heading-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M5 12h14\"\/><path d=\"m12 5 7 7-7 7\"\/><\/svg><br \/>\n  \u6b21\u306e\u30b9\u30c6\u30c3\u30d7<br \/>\n<\/h3>\n<p>\u307e\u305a\u306fNotebookLM\u306b\u3001\u624b\u5143\u306ePDF\u30921\u3064\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u8cea\u554f\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3067\u3082\u3001\u65c5\u884c\u306e\u8a08\u753b\u30e1\u30e2\u3067\u3082\u3001\u306a\u3093\u3067\u3082OK\u3067\u3059\u3002<\/p>\n<p>\u300c\u81ea\u5206\u306e\u696d\u52d9\u306b\u3069\u3046AI\u3092\u6d3b\u304b\u305b\u308b\u304b\u300d\u3092\u3082\u3063\u3068\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001<br \/><strong>AI\u6d3b\u7528\u8a3a\u65ad\uff08\u7121\u6599\u30fb10\u5206\uff09<\/strong>\u3092\u53d7\u3051\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br \/>60\u554f\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\u3067\u3001\u3042\u306a\u305f\u306b\u5408\u3063\u305fAI\u6d3b\u7528\u6cd5\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<div class=\"cta-box\">\n<h3 class=\"cta-title\">\n    <svg class=\"cta-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M2 3h6a4 4 0 0 1 4 4v14a3 3 0 0 0-3-3H2z\"\/><path d=\"M22 3h-6a4 4 0 0 0-4 4v14a3 3 0 0 1 3-3h7z\"\/><\/svg><br \/>\n    AI\u5c0e\u5165\u3001\u5fa1\u793e\u306e\u6e96\u5099\u306f\u6574\u3063\u3066\u3044\u307e\u3059\u304b\uff1f<br \/>\n  <\/h3>\n<p class=\"cta-description\">\u307e\u305a\u306f\u7121\u6599\u8a3a\u65ad\u3067\u3001\u5fa1\u793e\u306eAI\u6d3b\u7528\u30bf\u30a4\u30d7\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/p>\n<div class=\"cta-buttons\">\n    <a href=\"\/diagnosis\/\" class=\"cta-button cta-button-secondary\"><br \/>\n      <svg class=\"cta-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><line x1=\"18\" x2=\"18\" y1=\"20\" y2=\"10\"\/><line x1=\"12\" x2=\"12\" y1=\"20\" y2=\"4\"\/><line x1=\"6\" x2=\"6\" y1=\"20\" y2=\"14\"\/><\/svg><br \/>\n      <span class=\"cta-text\">\u7121\u6599\u8a3a\u65ad\u3092\u53d7\u3051\u308b<\/span><br \/>\n    <\/a><br \/>\n    <a href=\"\/media\/contact\/\" class=\"cta-button cta-button-primary\"><br \/>\n      <svg class=\"cta-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"m22 2-7 20-4-9-9-4Z\"\/><path d=\"M22 2 11 13\"\/><\/svg><br \/>\n      <span class=\"cta-text\">\u7121\u6599\u76f8\u8ac7\u3092\u7533\u3057\u8fbc\u3080<\/span><br \/>\n    <\/a>\n  <\/div>\n<div class=\"cta-notes\">\n<p class=\"cta-note\">10\u5206\u3067\u8a3a\u65ad\u5b8c\u4e86\u30fb16\u30bf\u30a4\u30d7\u306b\u5206\u985e<\/p>\n<p 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