{"id":7117,"date":"2026-06-09T09:31:54","date_gmt":"2026-06-09T00:31:54","guid":{"rendered":"https:\/\/techfun.cc\/?p=7117"},"modified":"2026-06-09T09:31:54","modified_gmt":"2026-06-09T00:31:54","slug":"introduction-to-rag","status":"publish","type":"post","link":"https:\/\/techfun.cc\/generative-ai\/introduction-to-rag.html","title":{"rendered":"RAG\u3068\u306f\uff1f\u5916\u90e8\u60c5\u5831\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54\u3059\u308b\u751f\u6210AI\u306e\u4ed5\u7d44\u307f"},"content":{"rendered":"<h3 id=\"section-1\" class=\"Heading Title Title--m\">\u306f\u3058\u3081\u306b<\/h3>\n<p>\u751f\u6210AI\u3092\u696d\u52d9\u3067\u4f7f\u3044\u59cb\u3081\u308b\u3068\u3001\u300c\u793e\u5185\u306e\u30eb\u30fc\u30eb\u3092\u805e\u3044\u3066\u3082\u6b63\u3057\u304f\u7b54\u3048\u3066\u304f\u308c\u306a\u3044\u300d\u300c\u6700\u65b0\u306e\u60c5\u5831\u3092\u77e5\u3089\u306a\u3044\u300d\u300c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u5185\u5bb9\u3092\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u56de\u7b54\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u5834\u9762\u306b\u76f4\u9762\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u304c\u5b66\u7fd2\u6e08\u307f\u306e\u77e5\u8b58\u3060\u3051\u3067\u56de\u7b54\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u8d77\u56e0\u3057\u307e\u3059\u3002<br \/>\n\u3053\u3046\u3057\u305f\u8ab2\u984c\u306b\u5bfe\u3059\u308b\u4ee3\u8868\u7684\u306a\u89e3\u6c7a\u7b56\u304c\u3001RAG\uff08Retrieval-Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3067\u3059\u3002RAG\u306f\u3001\u56de\u7b54\u306e\u524d\u306b\u5916\u90e8\u306e\u60c5\u5831\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u5185\u5bb9\u3092\u6839\u62e0\u3068\u3057\u3066LLM\u306b\u6e21\u3059\u4ed5\u7d44\u307f\u3067\u3001\u4f01\u696d\u306e\u751f\u6210AI\u6d3b\u7528\u3067\u306f\u5b9a\u756a\u306e\u69cb\u6210\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001RAG\u3068\u306f\u4f55\u304b\u3001\u306a\u305c\u5fc5\u8981\u306a\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\u3067\u52d5\u304f\u306e\u304b\u3092\u3001\u3053\u308c\u304b\u3089RAG\u306b\u53d6\u308a\u7d44\u3080\u65b9\u306b\u5411\u3051\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0\u3001\u691c\u7d22\u8a2d\u8a08\u3001\u69cb\u7bc9\u624b\u9806\u3001\u8a55\u4fa1\u3068\u3044\u3063\u305f\u500b\u5225\u306e\u30c6\u30fc\u30de\u306b\u306f\u6df1\u5165\u308a\u305b\u305a\u3001\u305d\u308c\u305e\u308c\u306e\u95a2\u9023\u8a18\u4e8b\u3078\u306e\u5165\u308a\u53e3\u3068\u306a\u308b\u5185\u5bb9\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001\u751f\u6210AI\u307e\u308f\u308a\u306e\u7528\u8a9e\u3092\u5e45\u5e83\u304f\u6574\u7406\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u4e0b\u8a18\u306e\u8a18\u4e8b\u3082\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/generative-ai-terms-tools-guide.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/03\/generative-ai-terms-tools-guide-1-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">\u751f\u6210AI\u7528\u8a9e\u30fb\u30c4\u30fc\u30eb\u65e9\u308f\u304b\u308a\u30de\u30c3\u30d7<\/div><\/div><\/a>\n<h3 id=\"section-2\" class=\"Heading Title Title--m\">RAG\u3068\u306f\u4f55\u304b<\/h3>\n<p>RAG\u306f\u3001Retrieval\uff08\u691c\u7d22\uff09\u3068Generation\uff08\u751f\u6210\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u624b\u6cd5\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u307e\u305a\u5916\u90e8\u306e\u60c5\u5831\u6e90\u304b\u3089\u95a2\u9023\u3059\u308b\u6587\u66f8\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u5185\u5bb9\u3092LLM\u306b\u6e21\u3057\u305f\u3046\u3048\u3067\u56de\u7b54\u3092\u751f\u6210\u3055\u305b\u307e\u3059\u3002<br \/>\nLLM\u5358\u4f53\u3067\u306f\u3001\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u3057\u305f\u77e5\u8b58\u306e\u7bc4\u56f2\u3067\u3057\u304b\u56de\u7b54\u3067\u304d\u307e\u305b\u3093\u3002RAG\u306f\u3001\u305d\u306e\u56de\u7b54\u30d7\u30ed\u30bb\u30b9\u306b\u300c\u691c\u7d22\u300d\u3068\u3044\u3046\u30b9\u30c6\u30c3\u30d7\u3092\u8ffd\u52a0\u3057\u3001LLM\u304c\u672c\u6765\u77e5\u3089\u306a\u3044\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u4ed5\u7d44\u307f\u3060\u3068\u8003\u3048\u308b\u3068\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<br \/>\n\u51e6\u7406\u306e\u6d41\u308c\u306f\u3001\u5927\u304d\u304f2\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u304b\u308c\u307e\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        \u691c\u7d22\uff08Retrieval\uff09\uff1a\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u6587\u66f8\u3092\u3001\u5916\u90e8\u306e\u60c5\u5831\u6e90\u304b\u3089\u53d6\u5f97\u3059\u308b\n    <\/li>\n<li class=\"Base-list__child\">\n        \u751f\u6210\uff08Generation\uff09\uff1a\u53d6\u5f97\u3057\u305f\u6587\u66f8\u3092\u6587\u8108\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff09\u3068\u3057\u3066LLM\u306b\u6e21\u3057\u3001\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\n    <\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/06\/rag-two-steps.png\" alt=\"RAG\u306e\u57fa\u672c\u7684\u306a2\u30b9\u30c6\u30c3\u30d7\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">RAG\u306f\u691c\u7d22\uff08Retrieval\uff09\u3068\u751f\u6210\uff08Generation\uff09\u306e2\u6bb5\u968e\u3067\u69cb\u6210\u3055\u308c\u308b<\/div>\n<p>\u3053\u306e\u300c\u691c\u7d22\u3057\u3066\u304b\u3089\u751f\u6210\u3059\u308b\u300d\u3068\u3044\u3046\u6d41\u308c\u304c\u3001RAG\u306e\u6700\u3082\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u3067\u3059\u3002LLM\u306f\u6e21\u3055\u308c\u305f\u6587\u66f8\u3092\u8aad\u3093\u3067\u56de\u7b54\u3059\u308b\u305f\u3081\u3001\u793e\u5185\u6587\u66f8\u3084\u6700\u65b0\u60c5\u5831\u306a\u3069\u3001\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u3057\u3066\u3044\u306a\u3044\u60c5\u5831\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"section-3\" class=\"Heading Title Title--m\">\u306a\u305cRAG\u304c\u5fc5\u8981\u306a\u306e\u304b<\/h3>\n<p>RAG\u306e\u5fc5\u8981\u6027\u3092\u7406\u89e3\u3059\u308b\u306b\u306f\u3001LLM\u5358\u4f53\u304c\u62b1\u3048\u308b\u8ab2\u984c\u3092\u6574\u7406\u3059\u308b\u306e\u304c\u8fd1\u9053\u3067\u3059\u3002\u4e3b\u306a\u8ab2\u984c\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002<\/p>\n<h4 id=\"section-3-1\" class=\"Heading Title Title--s\">\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u306a\u3044\u60c5\u5831\u306b\u306f\u7b54\u3048\u3089\u308c\u306a\u3044<\/h4>\n<p>LLM\u306f\u3001\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u305f\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3067\u3057\u304b\u77e5\u8b58\u3092\u6301\u3061\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u793e\u5185\u898f\u7a0b\u3001\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u696d\u52d9\u30c7\u30fc\u30bf\u3068\u3044\u3063\u305f\u3001\u4e00\u822c\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u306b\u3064\u3044\u3066\u306f\u56de\u7b54\u3067\u304d\u307e\u305b\u3093\u3002\u3053\u308c\u3089\u306e\u60c5\u5831\u306f\u3001\u691c\u7d22\u306b\u3088\u3063\u3066\u90fd\u5ea6LLM\u306b\u6e21\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4 id=\"section-3-2\" class=\"Heading Title Title--s\">\u77e5\u8b58\u306b\u306f\u9bae\u5ea6\u306e\u9650\u754c\u304c\u3042\u308b<\/h4>\n<p>LLM\u306b\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u6642\u70b9\u3068\u3044\u3046\u533a\u5207\u308a\u304c\u3042\u308a\u3001\u305d\u308c\u4ee5\u964d\u306e\u51fa\u6765\u4e8b\u3092\u77e5\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u533a\u5207\u308a\u306f\u77e5\u8b58\u306e\u30ab\u30c3\u30c8\u30aa\u30d5\u3068\u547c\u3070\u308c\u307e\u3059\u3002\u6700\u65b0\u306e\u60c5\u5831\u3084\u983b\u7e41\u306b\u66f4\u65b0\u3055\u308c\u308b\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u3060\u3051\u306b\u983c\u308b\u3068\u53e4\u3044\u56de\u7b54\u306b\u306a\u308a\u304b\u306d\u307e\u305b\u3093\u3002<br \/>\n\u77e5\u8b58\u306e\u30ab\u30c3\u30c8\u30aa\u30d5\u306b\u3064\u3044\u3066\u306f\u3001\u4e0b\u8a18\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/ai-knowledge-cutoff.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2025\/12\/ai-knowledge-cutoff-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">\u751f\u6210AI\u306e\u201c\u77e5\u8b58\u306e\u9650\u754c\u201d\u3092\u3069\u3046\u7a81\u7834\u3059\u308b\uff1f<\/div><\/div><\/a>\n<h4 id=\"section-3-3\" class=\"Heading Title Title--s\">\u6839\u62e0\u306e\u306a\u3044\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u56de\u7b54\u304c\u751f\u6210\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b<\/h4>\n<p>LLM\u306f\u3001\u4e8b\u5b9f\u304b\u3069\u3046\u304b\u306b\u304b\u304b\u308f\u3089\u305a\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u547c\u3070\u308c\u307e\u3059\u3002RAG\u3067\u306f\u3001\u691c\u7d22\u3067\u53d6\u5f97\u3057\u305f\u6587\u66f8\u3092\u6839\u62e0\u3068\u3057\u3066\u56de\u7b54\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u56de\u7b54\u306e\u51fa\u3069\u3053\u308d\u3092\u793a\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u6839\u62e0\u306e\u306a\u3044\u56de\u7b54\u304c\u751f\u3058\u308b\u30ea\u30b9\u30af\u3092\u4e0b\u3052\u308b\u52b9\u679c\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<br \/>\n\u305f\u3060\u3057\u3001RAG\u306f\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u5b8c\u5168\u306b\u306a\u304f\u3059\u4ed5\u7d44\u307f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u691c\u7d22\u3067\u9069\u5207\u306a\u6587\u66f8\u3092\u53d6\u5f97\u3067\u304d\u306a\u304b\u3063\u305f\u5834\u5408\u3084\u3001\u53d6\u5f97\u3057\u305f\u6587\u66f8\u3092LLM\u304c\u6b63\u3057\u304f\u89e3\u91c8\u3067\u304d\u306a\u304b\u3063\u305f\u5834\u5408\u306b\u306f\u3001\u8aa4\u3063\u305f\u56de\u7b54\u304c\u751f\u6210\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002RAG\u306f\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3059\u308b\u624b\u6bb5\u3067\u3042\u308a\u3001\u30bc\u30ed\u306b\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u70b9\u306f\u62bc\u3055\u3048\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u6574\u7406\u3059\u308b\u3068\u3001\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>LLM\u5358\u4f53\u306e\u8ab2\u984c<\/th>\n<th>\u5185\u5bb9<\/th>\n<th>RAG\u306b\u3088\u308b\u5bfe\u5fdc<\/th>\n<\/tr>\n<tr>\n<td>\u975e\u516c\u958b\u60c5\u5831\u3092\u77e5\u3089\u306a\u3044<\/td>\n<td>\u793e\u5185\u6587\u66f8\u3084\u696d\u52d9\u30c7\u30fc\u30bf\u306f\u5b66\u7fd2\u3055\u308c\u3066\u3044\u306a\u3044<\/td>\n<td>\u691c\u7d22\u3067\u95a2\u9023\u6587\u66f8\u3092\u53d6\u5f97\u3057\u3001\u6587\u8108\u3068\u3057\u3066\u6e21\u3059<\/td>\n<\/tr>\n<tr>\n<td>\u77e5\u8b58\u306b\u9bae\u5ea6\u306e\u9650\u754c\u304c\u3042\u308b<\/td>\n<td>\u5b66\u7fd2\u6642\u70b9\u4ee5\u964d\u306e\u60c5\u5831\u3092\u6301\u305f\u306a\u3044<\/td>\n<td>\u66f4\u65b0\u3055\u308c\u305f\u60c5\u5831\u6e90\u3092\u691c\u7d22\u5bfe\u8c61\u306b\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u8d77\u3053\u308b<\/td>\n<td>\u6839\u62e0\u306e\u306a\u3044\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u56de\u7b54\u304c\u751f\u6210\u3055\u308c\u308b<\/td>\n<td>\u53d6\u5f97\u3057\u305f\u6587\u66f8\u3092\u6839\u62e0\u3068\u3057\u3066\u63d0\u793a\u3057\u3001\u30ea\u30b9\u30af\u3092\u4e0b\u3052\u308b\uff08\u5b8c\u5168\u306b\u306f\u9632\u3052\u306a\u3044\uff09<\/td>\n<\/tr>\n<\/table>\n<h3 id=\"section-4\" class=\"Heading Title Title--m\">RAG\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f<\/h3>\n<p>RAG\u3092\u52d5\u304b\u3059\u306b\u306f\u3001\u56de\u7b54\u6642\u306e\u51e6\u7406\u3060\u3051\u3067\u306a\u304f\u3001\u4e8b\u524d\u306e\u6e96\u5099\u304c\u5fc5\u8981\u3067\u3059\u3002\u691c\u7d22\u5bfe\u8c61\u306e\u6587\u66f8\u3092\u6e96\u5099\u3059\u308b\u65b9\u6cd5\u306f\u691c\u7d22\u624b\u6cd5\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u3053\u3053\u3067\u306fRAG\u306b\u304a\u3044\u3066\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u7528\u3044\u308b\u69cb\u6210\u3092\u4f8b\u306b\u8aac\u660e\u3057\u307e\u3059\u3002<br \/>\n\u3053\u306e\u5834\u5408\u3001\u591a\u304f\u306f\u6b21\u306e\u3088\u3046\u306a\u4e8b\u524d\u6e96\u5099\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        \u691c\u7d22\u5bfe\u8c61\u306e\u6587\u66f8\u3092\u3001\u9069\u5207\u306a\u9577\u3055\u306b\u5206\u5272\u3059\u308b\uff08\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\uff09\n    <\/li>\n<li class=\"Base-list__child\">\n        \u5206\u5272\u3057\u305f\u6587\u66f8\u3092\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0\uff08\u6570\u5024\u30d9\u30af\u30c8\u30eb\uff09\u306b\u5909\u63db\u3059\u308b\n    <\/li>\n<li class=\"Base-list__child\">\n        \u5909\u63db\u3057\u305f\u30d9\u30af\u30c8\u30eb\u3092\u3001\u691c\u7d22\u3067\u304d\u308b\u5f62\u3067\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58\u3059\u308b\n    <\/li>\n<\/ol>\n<p>\u3053\u306e\u6e96\u5099\u3092\u6e08\u307e\u305b\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u304c\u6765\u305f\u3068\u304d\u306b\u3001\u610f\u5473\u306e\u8fd1\u3044\u6587\u66f8\u3092\u7d20\u65e9\u304f\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u3053\u3053\u3067\u767b\u5834\u3059\u308b\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0\uff08\u57cb\u3081\u8fbc\u307f\u8868\u73fe\uff09\u306f\u3001\u6587\u7ae0\u306e\u610f\u5473\u3092\u6570\u5024\u30d9\u30af\u30c8\u30eb\u3067\u8868\u3059\u6280\u8853\u3067\u3001\u610f\u5473\u306e\u8fd1\u3044\u6587\u66f8\u3092\u63a2\u3059\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u5185\u90e8\u306e\u4ed5\u7d44\u307f\u306b\u306f\u8e0f\u307f\u8fbc\u307e\u306a\u3044\u305f\u3081\u3001\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u5834\u5408\u306f\u3001\u4e0b\u8a18\u306e\u8a18\u4e8b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/introduction-to-text-embedding.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/01\/introduction-to-text-embedding-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">\u985e\u4f3c\u691c\u7d22\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u300c\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0\u300d\u306e\u3057\u304f\u307f<\/div><\/div><\/a>\n<p>\u306a\u304a\u3001\u691c\u7d22\u306e\u65b9\u6cd5\u306f\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u4e00\u81f4\u3067\u6587\u66f8\u3092\u63a2\u3059\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u306a\u3069\u8907\u6570\u306e\u624b\u6cd5\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u5f97\u610f\u30fb\u4e0d\u5f97\u610f\u304c\u3042\u308a\u307e\u3059\u3002\u4e8b\u524d\u6e96\u5099\u306e\u5185\u5bb9\u3082\u3001\u63a1\u7528\u3059\u308b\u691c\u7d22\u624b\u6cd5\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<p>\u56de\u7b54\u6642\u306e\u6d41\u308c\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        \u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u3092\u53d7\u3051\u53d6\u308b\n    <\/li>\n<li class=\"Base-list__child\">\n        \u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u6587\u66f8\u3092\u691c\u7d22\u3059\u308b\n    <\/li>\n<li class=\"Base-list__child\">\n        \u53d6\u5f97\u3057\u305f\u6587\u66f8\u3092\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3068\u3057\u3066LLM\u306b\u6e21\u3059\n    <\/li>\n<li class=\"Base-list__child\">\n        LLM\u304c\u6587\u66f8\u3092\u8e0f\u307e\u3048\u3066\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\n    <\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/06\/rag-overall-flow.png\" alt=\"RAG\u306e\u5168\u4f53\u50cf\" class=\"content_img\" \/><\/p>\n<div class=\"Image-caption\">\u4e8b\u524d\u6e96\u5099\uff08\u6587\u66f8\u306e\u5206\u5272\u30fb\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0\u30fb\u4fdd\u5b58\uff09\u3068\u3001\u56de\u7b54\u6642\u306e\u691c\u7d22\u30fb\u751f\u6210\u306e\u6d41\u308c\u3002\u4e0a\u56f3\u306f\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u7528\u3044\u308b\u5834\u5408\u306e\u4f8b<\/div>\n<h3 id=\"section-5\" class=\"Heading Title Title--m\">RAG\u3068\u4ed6\u306e\u624b\u6cd5\u306e\u9055\u3044<\/h3>\n<p>LLM\u306b\u72ec\u81ea\u306e\u77e5\u8b58\u3092\u53cd\u6620\u3055\u305b\u308b\u65b9\u6cd5\u306f\u3001RAG\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3088\u304f\u6bd4\u8f03\u3055\u308c\u308b\u306e\u304c\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u3059\u3079\u3066\u306e\u60c5\u5831\u3092\u8a70\u3081\u8fbc\u3080\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u8ffd\u52a0\u306e\u30c7\u30fc\u30bf\u3067\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u518d\u5b66\u7fd2\u3055\u305b\u3001\u77e5\u8b58\u3084\u632f\u308b\u821e\u3044\u3092\u30e2\u30c7\u30eb\u306b\u53d6\u308a\u8fbc\u3080\u65b9\u6cd5\u3067\u3059\u3002\u4e00\u65b9\u3001RAG\u306f\u30e2\u30c7\u30eb\u3092\u5909\u66f4\u305b\u305a\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u56de\u7b54\u6642\u306b\u5916\u90e8\u304b\u3089\u6e21\u3057\u307e\u3059\u3002\u60c5\u5831\u306e\u66f4\u65b0\u304c\u983b\u7e41\u306a\u7528\u9014\u3067\u306f\u3001\u6587\u66f8\u3092\u5dee\u3057\u66ff\u3048\u308b\u3060\u3051\u3067\u5bfe\u5fdc\u3067\u304d\u308bRAG\u306e\u65b9\u304c\u904b\u7528\u3057\u3084\u3059\u3044\u5834\u9762\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u3059\u3079\u3066\u306e\u60c5\u5831\u3092\u6e21\u3059\u65b9\u6cd5\u306f\u3001\u5bfe\u8c61\u3068\u306a\u308b\u60c5\u5831\u304c\u5c11\u306a\u3051\u308c\u3070\u6709\u52b9\u3067\u3059\u3002\u305f\u3060\u3057\u3001LLM\u304c\u4e00\u5ea6\u306b\u53d7\u3051\u53d6\u308c\u308b\u60c5\u5831\u91cf\u306b\u306f\u4e0a\u9650\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u4e0a\u9650\u306f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3068\u547c\u3070\u308c\u3001\u793e\u5185\u6587\u66f8\u5168\u4f53\u306e\u3088\u3046\u306b\u60c5\u5831\u91cf\u304c\u81a8\u5927\u306a\u5834\u5408\u306f\u3001\u305d\u3082\u305d\u3082\u3059\u3079\u3066\u3092\u6e21\u3057\u304d\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u4eee\u306b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306b\u53ce\u307e\u308b\u5834\u5408\u3067\u3082\u3001\u6bce\u56de\u3059\u3079\u3066\u3092\u6e21\u3059\u3068\u30b3\u30b9\u30c8\u3084\u51e6\u7406\u91cf\u304c\u5927\u304d\u304f\u306a\u308a\u3001\u95a2\u4fc2\u306e\u306a\u3044\u60c5\u5831\u304c\u30ce\u30a4\u30ba\u3068\u306a\u3063\u3066\u56de\u7b54\u7cbe\u5ea6\u304c\u4e0b\u304c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002RAG\u306f\u3001\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u90e8\u5206\u3060\u3051\u3092\u691c\u7d22\u3057\u3066\u6e21\u3059\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u554f\u984c\u3092\u7de9\u548c\u3057\u307e\u3059\u3002<\/p>\n<table class=\"Base-table\">\n<tr>\n<th>\u624b\u6cd5<\/th>\n<th>\u77e5\u8b58\u306e\u6301\u305f\u305b\u65b9<\/th>\n<th>\u5411\u3044\u3066\u3044\u308b\u5834\u9762<\/th>\n<\/tr>\n<tr>\n<td>RAG<\/td>\n<td>\u56de\u7b54\u6642\u306b\u5916\u90e8\u60c5\u5831\u3092\u691c\u7d22\u3057\u3066\u6e21\u3059<\/td>\n<td>\u60c5\u5831\u306e\u66f4\u65b0\u304c\u591a\u3044\u3001\u5bfe\u8c61\u30c7\u30fc\u30bf\u304c\u5927\u91cf\u306b\u3042\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/td>\n<td>\u8ffd\u52a0\u5b66\u7fd2\u3067\u30e2\u30c7\u30eb\u81ea\u4f53\u306b\u53d6\u308a\u8fbc\u3080<\/td>\n<td>\u6587\u4f53\u3084\u5b9a\u578b\u7684\u306a\u632f\u308b\u821e\u3044\u3092\u56fa\u5b9a\u3057\u305f\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u5168\u6587\u3092\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u6e21\u3059<\/td>\n<td>\u3059\u3079\u3066\u306e\u60c5\u5831\u3092\u4e00\u5ea6\u306b\u6e21\u3059<\/td>\n<td>\u53c2\u7167\u3059\u308b\u60c5\u5831\u304c\u5c11\u306a\u304f\u3001\u305d\u306e\u5834\u9650\u308a\u3067\u5b8c\u7d50\u3059\u308b<\/td>\n<\/tr>\n<\/table>\n<p>\u3053\u308c\u3089\u306f\u6392\u4ed6\u7684\u306a\u9078\u629e\u80a2\u3067\u306f\u306a\u304f\u3001\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u306f\u904b\u7528\u306e\u3057\u3084\u3059\u3055\u304b\u3089RAG\u3092\u8d77\u70b9\u306b\u691c\u8a0e\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"section-6\" class=\"Heading Title Title--m\">RAG\u306e\u4e3b\u306a\u6d3b\u7528\u30b7\u30fc\u30f3<\/h3>\n<p>RAG\u306f\u3001\u5916\u90e8\u306e\u60c5\u5831\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54\u3059\u308b\u7528\u9014\u3067\u5e45\u5e83\u304f\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4ee3\u8868\u7684\u306a\u4f8b\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">\u793e\u5185\u6587\u66f8\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u306b\u57fa\u3065\u304f\u793e\u5185\u5411\u3051QA\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/li>\n<li class=\"Base-list__child\">FAQ\u3084\u88fd\u54c1\u60c5\u5831\u3092\u53c2\u7167\u3059\u308b\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8<\/li>\n<li class=\"Base-list__child\">\u898f\u7a0b\u3084\u5951\u7d04\u66f8\u306a\u3069\u3001\u6b63\u78ba\u306a\u6839\u62e0\u304c\u6c42\u3081\u3089\u308c\u308b\u696d\u52d9\u3067\u306e\u60c5\u5831\u691c\u7d22<\/li>\n<li class=\"Base-list__child\">\u904e\u53bb\u306e\u4e8b\u4f8b\u3084\u30ca\u30ec\u30c3\u30b8\u3092\u6a2a\u65ad\u3057\u3066\u8abf\u3079\u308b\u8abf\u67fb\u696d\u52d9<\/li>\n<\/ul>\n<p>\u3044\u305a\u308c\u3082\u3001\u300c\u7d44\u7e54\u306e\u4e2d\u306b\u3042\u308b\u60c5\u5831\u3092\u3001LLM\u306b\u6b63\u3057\u304f\u53c2\u7167\u3055\u305b\u305f\u3044\u300d\u3068\u3044\u3046\u70b9\u3067\u5171\u901a\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u793e\u5185\u30dd\u30fc\u30bf\u30eb\u5411\u3051\u306eAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u554f\u3044\u5408\u308f\u305b\u6587\u3092\u3082\u3068\u306b\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u3057\u3001\u95a2\u9023\u6027\u306e\u9ad8\u3044\u8cc7\u6599\u3092\u8e0f\u307e\u3048\u3066\u56de\u7b54\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u5f62\u3067RAG\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n<h3 id=\"section-7\" class=\"Heading Title Title--m\">RAG\u3092\u59cb\u3081\u308b\u305f\u3081\u306e\u6b21\u306e\u30b9\u30c6\u30c3\u30d7<\/h3>\n<p>RAG\u306e\u5168\u4f53\u50cf\u3092\u3064\u304b\u3093\u3060\u3089\u3001\u6b21\u306f\u5177\u4f53\u7684\u306a\u691c\u8a0e\u306b\u9032\u307f\u307e\u3059\u3002RAG\u306e\u54c1\u8cea\u306f\u3001\u300c\u3069\u306eLLM\u3092\u4f7f\u3046\u304b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u3069\u306e\u60c5\u5831\u3092\u3069\u3046\u691c\u7d22\u3059\u308b\u304b\u300d\u306b\u5927\u304d\u304f\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002<br \/>\n\u691c\u7d22\u306e\u54c1\u8cea\u3092\u9ad8\u3081\u308b\u306b\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u3044\u3063\u305f\u691c\u7d22\u624b\u6cd5\u306e\u4f7f\u3044\u5206\u3051\u304c\u91cd\u8981\u3067\u3059\u3002\u691c\u7d22\u624b\u6cd5\u3054\u3068\u306e\u7279\u5fb4\u3084\u4f7f\u3044\u5206\u3051\u306b\u3064\u3044\u3066\u306f\u3001\u5225\u306e\u8a18\u4e8b\u3067\u6539\u3081\u3066\u53d6\u308a\u4e0a\u3052\u308b\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3057\u3066\u69cb\u7bc9\u3057\u3066\u307f\u305f\u3044\u5834\u5408\u306f\u3001\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3046\u3068\u3001\u691c\u7d22\u57fa\u76e4\u306e\u591a\u304f\u3092\u4efb\u305b\u305f\u72b6\u614b\u3067RAG\u3092\u8a66\u305b\u307e\u3059\u3002\u69cb\u7bc9\u624b\u9806\u306e\u4f8b\u306f\u4e0b\u8a18\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/bedrock-knowledge-base-quick-start-rag.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/02\/bedrock-knowledge-base-quick-start-rag-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">Amazon Bedrock Knowledge Base \u00d7 S3 Vectors\u3067RAG\u3092\u4f5c\u3063\u3066\u2026<\/div><\/div><\/a>\n<p>\u305d\u3057\u3066\u3001\u69cb\u7bc9\u3057\u305fRAG\u304c\u671f\u5f85\u3069\u304a\u308a\u306b\u6a5f\u80fd\u3057\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u306b\u306f\u3001\u8a55\u4fa1\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u4f55\u3092\u3001\u3069\u3046\u6e2c\u308c\u3070\u3088\u3044\u304b\u306b\u3064\u3044\u3066\u306f\u3001\u4e0b\u8a18\u306e\u8a18\u4e8b\u3067\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<a class=\"Internal-post\" href=\"https:\/\/techfun.cc\/generative-ai\/rag-evaluation-metrics.html\"><div class=\"Internal-post__thumb\" style=\"background: url(\/wp-content\/uploads\/2026\/02\/rag-evaluation-metrics-scaled.png) no-repeat; background-size: cover; background-position: 50% 50%;\"><\/div><div class=\"Internal-post-content\"><div class=\"Category Category--generative-ai\"> \u751f\u6210AI\u95a2\u9023<\/div><div class=\"Internal-post__title\">RAG\u306e\u8a55\u4fa1\u6307\u6a19 \u2500 \u4f55\u3092\u30fb\u3069\u3046\u6e2c\u308b\u304b\u3092\u6574\u7406\u3059\u308b<\/div><\/div><\/a>\n<h3 id=\"section-8\" class=\"Heading Title Title--m\">\u307e\u3068\u3081<\/h3>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001RAG\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n<ul class=\"Base-list\">\n<li class=\"Base-list__child\">RAG\u306f\u3001\u691c\u7d22\uff08Retrieval\uff09\u3068\u751f\u6210\uff08Generation\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u5916\u90e8\u60c5\u5831\u3092\u6839\u62e0\u306b\u56de\u7b54\u3055\u305b\u308b\u624b\u6cd5\u3067\u3059<\/li>\n<li class=\"Base-list__child\">LLM\u5358\u4f53\u3067\u306f\u3001\u975e\u516c\u958b\u60c5\u5831\u3001\u77e5\u8b58\u306e\u9bae\u5ea6\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u3044\u3063\u305f\u8ab2\u984c\u304c\u3042\u308a\u3001RAG\u306f\u3053\u308c\u3089\u306e\u7de9\u548c\u306b\u5f79\u7acb\u3061\u307e\u3059<\/li>\n<li class=\"Base-list__child\">\u4e8b\u524d\u306b\u6587\u66f8\u3092\u5206\u5272\u30fb\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0\u5316\u3057\u3066\u4fdd\u5b58\u3057\u3001\u56de\u7b54\u6642\u306b\u95a2\u9023\u6587\u66f8\u3092\u691c\u7d22\u3057\u3066LLM\u306b\u6e21\u3059\u306e\u304c\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3067\u3059<\/li>\n<li class=\"Base-list__child\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3084\u5168\u6587\u3092\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u6e21\u3059\u65b9\u6cd5\u3068\u306f\u7570\u306a\u308a\u3001\u30e2\u30c7\u30eb\u3092\u5909\u3048\u305a\u306b\u60c5\u5831\u3092\u66f4\u65b0\u3057\u3084\u3059\u3044\u70b9\u304cRAG\u306e\u5229\u70b9\u3067\u3059<\/li>\n<li class=\"Base-list__child\">\u5168\u4f53\u50cf\u3092\u3064\u304b\u3093\u3060\u5f8c\u306f\u3001\u691c\u7d22\u8a2d\u8a08\u3001\u69cb\u7bc9\u3001\u8a55\u4fa1\u3078\u3068\u6bb5\u968e\u7684\u306b\u691c\u8a0e\u3092\u9032\u3081\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046<\/li>\n<\/ul>\n<p>RAG\u306f\u3001\u751f\u6210AI\u3092\u793e\u5185\u306e\u60c5\u5831\u3068\u7d50\u3073\u3064\u3051\u3001\u5b9f\u52d9\u3067\u5f79\u7acb\u3064\u56de\u7b54\u3092\u5f97\u308b\u305f\u3081\u306e\u57fa\u76e4\u3068\u306a\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u307e\u305a\u306f\u5168\u4f53\u50cf\u3092\u62bc\u3055\u3048\u305f\u3046\u3048\u3067\u3001\u691c\u7d22\u8a2d\u8a08\u3084\u8a55\u4fa1\u3068\u3044\u3063\u305f\u500b\u5225\u306e\u30c6\u30fc\u30de\u306b\u9032\u3080\u3053\u3068\u3067\u3001\u54c1\u8cea\u3092\u7740\u5b9f\u306b\u9ad8\u3081\u3066\u3044\u3051\u307e\u3059\u3002<\/p>\n<h3 id=\"section-9\" class=\"Heading Title Title--m\">\u751f\u6210AI\u6d3b\u7528\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306e\u3054\u7d39\u4ecb<\/h3>\n<p>Tech Fun\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5408\u308f\u305b\u3001\u751f\u6210AI\u6d3b\u7528\u306b\u5411\u3051\u305f\u652f\u63f4\u30923\u3064\u306e\u30d1\u30c3\u30af\u3067\u3054\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol class=\"Base-list Base-list--ol\">\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/diagnosis\/\" class=\"Ext\">\u7121\u6599\u8a3a\u65ad\u30d1\u30c3\u30af<\/a>\uff1a\u696d\u52d9\u30fb\u30d7\u30ed\u30bb\u30b9\u306e\u73fe\u72b6\u3092\u7121\u6599\u3067\u8a3a\u65ad\u3057\u3001\u751f\u6210AI\u6d3b\u7528\u306e\u53ef\u80fd\u6027\u3092\u30ec\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/poc\/\" class=\"Ext\">\u691c\u8a3c\uff08PoC\uff09\u30d1\u30c3\u30af<\/a>\uff1a\u8a3a\u65ad\u3067\u6709\u52b9\u6027\u304c\u78ba\u8a8d\u3055\u308c\u305f\u696d\u52d9\u3092\u5bfe\u8c61\u306b\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u69cb\u7bc9\u3092\u652f\u63f4\u3057\u307e\u3059\u3002\n    <\/li>\n<li class=\"Base-list__child\">\n        <a href=\"https:\/\/www.techfun.co.jp\/services\/ai\/consulting\/\" class=\"Ext\">\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9<\/a>\uff1a\u751f\u6210AI\u5c0e\u5165\u6226\u7565\u306e\u7b56\u5b9a\u304b\u3089\u904b\u7528\u4f53\u5236\u69cb\u7bc9\u307e\u3067\u3092\u5305\u62ec\u7684\u306b\u652f\u63f4\u3057\u307e\u3059\u3002\n    <\/li>\n<\/ol>\n<p>\u751f\u6210AI\u306b\u9650\u3089\u305a\u3001Web\u30fb\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30a4\u30f3\u30d5\u30e9\u8a2d\u8a08\u306a\u3069\u3001\u6280\u8853\u9818\u57df\u3092\u554f\u308f\u305a\u3054\u76f8\u8ac7\u3092\u627f\u3063\u3066\u3044\u307e\u3059\u3002\u300c\u4f55\u304b\u3089\u59cb\u3081\u308c\u3070\u826f\u3044\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u6bb5\u968e\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u306e\u3067\u3001\u305c\u3072\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u751f\u6210AI\u3092\u696d\u52d9\u3067\u4f7f\u3044\u59cb\u3081\u308b\u3068\u3001\u300c\u793e\u5185\u306e\u30eb\u30fc\u30eb\u3092\u805e\u3044\u3066\u3082\u6b63\u3057\u304f\u7b54\u3048\u3066\u304f\u308c\u306a\u3044\u300d\u300c\u6700\u65b0\u306e\u60c5\u5831\u3092\u77e5\u3089\u306a\u3044\u300d\u300c\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u5185\u5bb9\u3092\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u56de\u7b54\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u5834\u9762\u306b\u76f4\u9762\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u304c\u2026<\/p>\n","protected":false},"author":7,"featured_media":7118,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[91],"class_list":["post-7117","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-generative-ai"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts\/7117","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/comments?post=7117"}],"version-history":[{"count":1,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts\/7117\/revisions"}],"predecessor-version":[{"id":7121,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/posts\/7117\/revisions\/7121"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/media\/7118"}],"wp:attachment":[{"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/media?parent=7117"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techfun.cc\/wp-json\/wp\/v2\/categories?post=7117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}