{"id":16089,"date":"2025-01-14T18:15:40","date_gmt":"2025-01-14T09:15:40","guid":{"rendered":"https:\/\/www.tetsumag.com\/?p=16089"},"modified":"2026-08-01T13:36:46","modified_gmt":"2026-08-01T04:36:46","slug":"393","status":"publish","type":"post","link":"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/","title":{"rendered":"RAG\u3068\u306f\uff1f\u51e6\u7406\u30d5\u30ed\u30fc\u3068\u4ed5\u7d44\u307f\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"\n<p>\u8fd1\u5e74\u3001\u751f\u6210AI\uff08Generative AI\uff09\u306e\u9032\u5316\u306b\u3088\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u53ef\u80fd\u6027\u304c\u98db\u8e8d\u7684\u306b\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u4e2d\u3067\u3082\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u3001RAG\uff08Retrieval-Augmented Generation\uff09\u3068\u3044\u3046\u65b0\u3057\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001RAG\u306e\u6982\u8981\u3084\u5177\u4f53\u7684\u306a\u4ed5\u7d44\u307f\u3001\u6d3b\u7528\u4f8b\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #ff0000;\"><a href=\"https:\/\/www.udemy.com\/course\/azurechat\/?referralCode=C7DF17886287AB792DFE\" target=\"_blank\" rel=\"noopener\" style=\"color: #ff0000;\">Azure\u3067\u4f5c\u308bOpenAI\u30c1\u30e3\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306f\u3053\u3061\u3089\u304b\u3089\u3069\u3046\u305e\uff01<\/a><\/span><br \/>\n<a href=\"https:\/\/www.udemy.com\/course\/azurechat\/?referralCode=C7DF17886287AB792DFE\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/www.tetsumag.com\/wp-content\/uploads\/2025\/01\/a5d23abb-7402-4fa7-b513-06d456fda913-1.png\" alt=\"\" width=\"750\" height=\"422\" class=\"aligncenter size-full wp-image-16079\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2025\/01\/a5d23abb-7402-4fa7-b513-06d456fda913-1.png 750w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2025\/01\/a5d23abb-7402-4fa7-b513-06d456fda913-1-600x338.png 600w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/a><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_38 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" style=\"display: none;\"><label for=\"item\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;\"><svg style=\"fill: #444444;color:#444444\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #444444;color:#444444\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input type=\"checkbox\" id=\"item\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#RAG%E3%81%AE%E4%BB%95%E7%B5%84%E3%81%BF%E3%81%A8%E5%87%A6%E7%90%86%E3%83%95%E3%83%AD%E3%83%BC\" title=\"RAG\u306e\u4ed5\u7d44\u307f\u3068\u51e6\u7406\u30d5\u30ed\u30fc\">RAG\u306e\u4ed5\u7d44\u307f\u3068\u51e6\u7406\u30d5\u30ed\u30fc<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E6%BA%96%E5%82%99\" title=\"\u30c7\u30fc\u30bf\u306e\u6e96\u5099\">\u30c7\u30fc\u30bf\u306e\u6e96\u5099<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E6%95%B0%E5%80%A4%E5%8C%96\" title=\"\u30c7\u30fc\u30bf\u306e\u6570\u5024\u5316\">\u30c7\u30fc\u30bf\u306e\u6570\u5024\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#%E3%83%A6%E3%83%BC%E3%82%B6%E3%83%BC%E3%81%AE%E8%B3%AA%E5%95%8F%E5%87%A6%E7%90%86\" title=\"\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u51e6\u7406\">\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u51e6\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#%E6%83%85%E5%A0%B1%E3%81%AE%E7%B5%B1%E5%90%88\" title=\"\u60c5\u5831\u306e\u7d71\u5408\">\u60c5\u5831\u306e\u7d71\u5408<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#%E5%9B%9E%E7%AD%94%E3%81%AE%E7%94%9F%E6%88%90%E3%81%A8%E6%8F%90%E4%BE%9B\" title=\"\u56de\u7b54\u306e\u751f\u6210\u3068\u63d0\u4f9b\">\u56de\u7b54\u306e\u751f\u6210\u3068\u63d0\u4f9b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#RAG%E3%81%AE%E5%88%A9%E7%82%B9\" title=\"RAG\u306e\u5229\u70b9\">RAG\u306e\u5229\u70b9<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#%E6%9C%80%E6%96%B0%E6%83%85%E5%A0%B1%E3%81%B8%E3%81%AE%E5%AF%BE%E5%BF%9C\" title=\"\u6700\u65b0\u60c5\u5831\u3078\u306e\u5bfe\u5fdc\">\u6700\u65b0\u60c5\u5831\u3078\u306e\u5bfe\u5fdc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#%E6%96%87%E8%84%88%E3%81%AB%E5%9F%BA%E3%81%A5%E3%81%8F%E5%9B%9E%E7%AD%94\" title=\"\u6587\u8108\u306b\u57fa\u3065\u304f\u56de\u7b54\">\u6587\u8108\u306b\u57fa\u3065\u304f\u56de\u7b54<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#%E6%93%8D%E4%BD%9C%E3%81%AE%E7%B0%A1%E4%BE%BF%E6%80%A7\" title=\"\u64cd\u4f5c\u306e\u7c21\u4fbf\u6027\">\u64cd\u4f5c\u306e\u7c21\u4fbf\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#%E6%8B%A1%E5%BC%B5%E6%80%A7\" title=\"\u62e1\u5f35\u6027\">\u62e1\u5f35\u6027<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/#%E3%81%BE%E3%81%A8%E3%82%81\" title=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"RAG%E3%81%AE%E4%BB%95%E7%B5%84%E3%81%BF%E3%81%A8%E5%87%A6%E7%90%86%E3%83%95%E3%83%AD%E3%83%BC\"><\/span>RAG\u306e\u4ed5\u7d44\u307f\u3068\u51e6\u7406\u30d5\u30ed\u30fc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>RAG\u306f\u3001\u751f\u6210AI\u304c\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u52d5\u7684\u306b\u53c2\u7167\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u304b\u3064\u6587\u8108\u306b\u6cbf\u3063\u305f\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n<p>\u5f93\u6765\u306e\u751f\u6210AI\u306f\u3001\u30e2\u30c7\u30eb\u5185\u306b\u4fdd\u5b58\u3055\u308c\u305f\u77e5\u8b58\u306b\u4f9d\u5b58\u3057\u3066\u5fdc\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u3053\u306e\u65b9\u6cd5\u3067\u306f\u60c5\u5831\u306e\u66f4\u65b0\u304c\u96e3\u3057\u304f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u3084\u6700\u65b0\u60c5\u5831\u306e\u53cd\u6620\u304c\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>RAG\u3067\u306f\u3001\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306e\u524d\u306b\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u691c\u7d22\uff08\u30ea\u30c8\u30ea\u30fc\u30d6\uff09\u3057\u3001\u305d\u308c\u3092\u56de\u7b54\u751f\u6210\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u3053\u3046\u3057\u305f\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001RAG\u306f\u5e45\u5e83\u3044\u5fdc\u7528\u53ef\u80fd\u6027\u3092\u6301\u3064\u6280\u8853\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>RAG\u306e\u4ed5\u7d44\u307f\u306f\u3001\u5927\u304d\u304f5\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E6%BA%96%E5%82%99\"><\/span>\u30c7\u30fc\u30bf\u306e\u6e96\u5099<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u6574\u7406\u3057\u3001\u51e6\u7406\u53ef\u80fd\u306a\u5f62\u5f0f\u306b\u6574\u5099\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u4f01\u696d\u306eFAQ\u30c7\u30fc\u30bf\u3084\u6280\u8853\u6587\u66f8\u306a\u3069\u3092\u5bfe\u8c61\u306b\u3001\u6587\u7ae0\u3092\u300c\u30c1\u30e3\u30f3\u30af\u300d\u3068\u547c\u3070\u308c\u308b\u5c0f\u3055\u306a\u5358\u4f4d\u306b\u5206\u5272\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u5206\u5272\u306b\u3088\u308a\u3001\u5f8c\u306e\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u304c\u52b9\u7387\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u30c1\u30e3\u30f3\u30af\u306f\u3001\u7279\u5b9a\u306e\u30c6\u30fc\u30de\u3084\u30c8\u30d4\u30c3\u30af\u3054\u3068\u306b\u6574\u7406\u3055\u308c\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u3057\u3066\u683c\u7d0d\u3055\u308c\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E6%95%B0%E5%80%A4%E5%8C%96\"><\/span>\u30c7\u30fc\u30bf\u306e\u6570\u5024\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6b21\u306b\u3001\u6e96\u5099\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u300c\u30d9\u30af\u30c8\u30eb\u5316\u300d\u3057\u307e\u3059\u3002<\/p>\n<p>\u30d9\u30af\u30c8\u30eb\u5316\u3068\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u6570\u5024\u30c7\u30fc\u30bf\u306b\u5909\u63db\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3001\u4e3b\u306bAI\u30e2\u30c7\u30eb\u304c\u6587\u7ae0\u306e\u610f\u5473\u3084\u6587\u8108\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306b\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u969b\u3001OpenAI\u306a\u3069\u304c\u63d0\u4f9b\u3059\u308b\u5c02\u7528\u306e\u6570\u5024\u5316\u30e2\u30c7\u30eb\u304c\u6d3b\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u6570\u5024\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u300c\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u300d\u3068\u547c\u3070\u308c\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u683c\u7d0d\u3055\u308c\u3001\u691c\u7d22\u53ef\u80fd\u306a\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%A6%E3%83%BC%E3%82%B6%E3%83%BC%E3%81%AE%E8%B3%AA%E5%95%8F%E5%87%A6%E7%90%86\"><\/span>\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u51e6\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30e6\u30fc\u30b6\u30fc\u304c\u8cea\u554f\u3092\u5165\u529b\u3059\u308b\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u305d\u306e\u8cea\u554f\u5185\u5bb9\u3092\u89e3\u6790\u3057\u307e\u3059\u3002<\/p>\n<p>\u8cea\u554f\u306e\u610f\u56f3\u3084\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u5143\u306b\u3001\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u304b\u3089\u6700\u3082\u95a2\u9023\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u30ea\u30c8\u30ea\u30fc\u30d6\uff08\u691c\u7d22\uff09\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u300c\u65b0\u5546\u54c1\u306e\u7279\u5fb4\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u65b0\u5546\u54c1\u306b\u95a2\u3059\u308bFAQ\u3084\u6280\u8853\u8cc7\u6599\u304c\u81ea\u52d5\u7684\u306b\u691c\u7d22\u3055\u308c\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%83%85%E5%A0%B1%E3%81%AE%E7%B5%B1%E5%90%88\"><\/span>\u60c5\u5831\u306e\u7d71\u5408<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30ea\u30c8\u30ea\u30fc\u30d6\u3055\u308c\u305f\u60c5\u5831\u306f\u3001\u8cea\u554f\u3068\u7d44\u307f\u5408\u308f\u305b\u3066AI\u30e2\u30c7\u30eb\u306b\u6e21\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u30ea\u30c8\u30ea\u30fc\u30d6\u3055\u308c\u305f\u60c5\u5831\u304c\u8cea\u554f\u306e\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u300d\u3068\u3057\u3066\u6271\u308f\u308c\u3001AI\u30e2\u30c7\u30eb\u306f\u3053\u306e\u60c5\u5831\u3092\u53c2\u8003\u306b\u3057\u306a\u304c\u3089\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u56de\u7b54\u306e\u6b63\u78ba\u6027\u3068\u6587\u8108\u9069\u5408\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%9B%9E%E7%AD%94%E3%81%AE%E7%94%9F%E6%88%90%E3%81%A8%E6%8F%90%E4%BE%9B\"><\/span>\u56de\u7b54\u306e\u751f\u6210\u3068\u63d0\u4f9b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6700\u7d42\u7684\u306b\u3001AI\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3057\u305f\u56de\u7b54\u304c\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u56de\u7b54\u306b\u306f\u3001\u4e8b\u524d\u306b\u30ea\u30c8\u30ea\u30fc\u30d6\u3055\u308c\u305f\u60c5\u5831\u304c\u53cd\u6620\u3055\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u3088\u308a\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u5185\u5bb9\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"RAG%E3%81%AE%E5%88%A9%E7%82%B9\"><\/span>RAG\u306e\u5229\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>RAG\u306e\u5229\u70b9\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%9C%80%E6%96%B0%E6%83%85%E5%A0%B1%E3%81%B8%E3%81%AE%E5%AF%BE%E5%BF%9C\"><\/span>\u6700\u65b0\u60c5\u5831\u3078\u306e\u5bfe\u5fdc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>RAG\u3067\u306f\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u3001\u60c5\u5831\u306e\u66f4\u65b0\u304c\u5bb9\u6613\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u30e2\u30c7\u30eb\u304c\u62b1\u3048\u308b\u300c\u60c5\u5831\u306e\u53e4\u3055\u300d\u3068\u3044\u3046\u554f\u984c\u3092\u89e3\u6d88\u3057\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%96%87%E8%84%88%E3%81%AB%E5%9F%BA%E3%81%A5%E3%81%8F%E5%9B%9E%E7%AD%94\"><\/span>\u6587\u8108\u306b\u57fa\u3065\u304f\u56de\u7b54<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8cea\u554f\u306b\u5fdc\u3058\u3066\u52d5\u7684\u306b\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3059\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u6c42\u3081\u308b\u5177\u4f53\u7684\u306a\u6587\u8108\u306b\u6cbf\u3063\u305f\u56de\u7b54\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%93%8D%E4%BD%9C%E3%81%AE%E7%B0%A1%E4%BE%BF%E6%80%A7\"><\/span>\u64cd\u4f5c\u306e\u7c21\u4fbf\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30e6\u30fc\u30b6\u30fc\u5074\u306f\u7279\u5225\u306a\u64cd\u4f5c\u3092\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u901a\u5e38\u901a\u308a\u306b\u8cea\u554f\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u81ea\u52d5\u7684\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%8B%A1%E5%BC%B5%E6%80%A7\"><\/span>\u62e1\u5f35\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u65b0\u305f\u306a\u30c7\u30fc\u30bf\u3092\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u306b\u8ffd\u52a0\u3059\u308b\u3060\u3051\u3067\u3001\u7c21\u5358\u306b\u30b7\u30b9\u30c6\u30e0\u3092\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u65b0\u3057\u3044\u30c8\u30d4\u30c3\u30af\u3084\u696d\u754c\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>RAG\u306f\u3001\u751f\u6210AI\u306e\u53ef\u80fd\u6027\u3092\u5927\u304d\u304f\u5e83\u3052\u308b\u6280\u8853\u3067\u3059\u3002\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u5f93\u6765\u306e\u9650\u754c\u3092\u8d85\u3048\u3001\u6b63\u78ba\u304b\u3064\u6587\u8108\u306b\u5373\u3057\u305f\u56de\u7b54\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u51e6\u7406\u30d5\u30ed\u30fc\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u306e\u5fdc\u7528\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u5e74\u3001\u751f\u6210AI\uff08Generative AI\uff09\u306e\u9032\u5316\u306b\u3088\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u53ef\u80fd\u6027\u304c\u98db\u8e8d\u7684\u306b\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002 \u305d\u306e\u4e2d\u3067\u3082\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u3001RAG\uff08Retrieval-Augmented Generation\uff09\u3068\u3044\u3046\u65b0\u3057\u3044\u30a2 &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/tetsumag.com\/blog\/2025\/01\/14\/393\/\"> <span class=\"screen-reader-text\">RAG\u3068\u306f\uff1f\u51e6\u7406\u30d5\u30ed\u30fc\u3068\u4ed5\u7d44\u307f\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/span> \u3082\u3063\u3068\u8aad\u3080 &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":16092,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","_themeisle_gutenberg_block_has_review":false},"categories":[127],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/16089"}],"collection":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/comments?post=16089"}],"version-history":[{"count":3,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/16089\/revisions"}],"predecessor-version":[{"id":16093,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/16089\/revisions\/16093"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/media\/16092"}],"wp:attachment":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/media?parent=16089"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/categories?post=16089"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/tags?post=16089"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}