{"id":2253,"date":"2026-07-28T08:33:46","date_gmt":"2026-07-27T23:33:46","guid":{"rendered":"https:\/\/archeco.co.jp\/ai-startup\/?p=2253"},"modified":"2026-09-18T03:26:08","modified_gmt":"2026-09-17T18:26:08","slug":"agentic-rag-multi-database","status":"publish","type":"post","link":"https:\/\/archeco.co.jp\/ai-startup\/2026\/07\/28\/agentic-rag-multi-database\/","title":{"rendered":"RAG\u3068\u306f\uff5c\u691c\u7d22\u30fb\u62e1\u5f35\u30fb\u751f\u6210\u306e3\u30d5\u30a7\u30fc\u30ba\u3068\u4ed5\u7d44\u307f\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306e\u9055\u3044"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/01-hero-2-1024x576.jpg\" alt=\"\u300cRAG\u3068\u306f\uff1f\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u300c\u6b63\u3057\u3044\u9806\u756a\u300d\u3068\u3001\u793e\u5185\u306e\u77e5\u8b58\u304c\u591a\u9762\u7684\u3060\u3068\u3044\u3046\u8a71\u300d\u306e\u5168\u4f53\u50cf\u3092\u307e\u3068\u3081\u305f\u56f3\u89e3\uff5c\u5ff5\u306e\u305f\u3081\u3001\u307e\u305a\u4e00\u884c\u3060\u3051\" class=\"wp-image-2276\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/01-hero-2-1024x576.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/01-hero-2-300x169.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/01-hero-2-768x432.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/01-hero-2-1536x864.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/01-hero-2-390x219.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/01-hero-2-820x461.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/01-hero-2-1180x664.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/01-hero-2.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ff5\u306e\u305f\u3081\u3001\u307e\u305a\u4e00\u884c\u3060\u3051\u3002<strong>RAG\u3068\u306f\u3001\u793e\u5185\u306e\u6587\u66f8\u3084\u30c7\u30fc\u30bf\u3092AI\u306b\u691c\u7d22\u3055\u305b\u3001\u305d\u306e\u691c\u7d22\u7d50\u679c\u3092\u6839\u62e0\u306bAI\u306b\u7b54\u3048\u3055\u305b\u308b\u4ed5\u7d44\u307f<\/strong>\u306e\u3053\u3068\u3067\u3059\u3002\u300cAI\u306b\u793e\u5185\u306e\u77e5\u8b58\u3092\u6301\u305f\u305b\u308b\u300d\u3068\u304d\u306e\u3001\u3044\u307e\u306e\u5b9a\u756a\u306e\u3084\u308a\u65b9\u3060\u3068\u601d\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u306e\u4e0a\u3067\u2015\u2015\u4eca\u65e5\u306e\u672c\u984c\u306f\u3001\u305d\u306e\u4e00\u6b69\u5148\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5148\u65e5\u3001\u300cRAG\u3092\u5165\u308c\u305f\u306e\u306b\u3001\u601d\u3063\u305f\u307b\u3069\u8ce2\u304f\u306a\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u76f8\u8ac7\u3092\u53d7\u3051\u307e\u3057\u305f\u3002\u3088\u304f\u805e\u304f\u3068\u3001\u793e\u5185\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3084PDF\u3092\u7247\u3063\u7aef\u304b\u3089\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5165\u308c\u3066\u3001\u691c\u7d22\u3055\u305b\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u4f5c\u308a\u3067\u3057\u305f\u3002\u60aa\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u3080\u3057\u308d\u3001\u6700\u521d\u306e\u4e00\u6b69\u3068\u3057\u3066\u306f\u6b63\u3057\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3001\u305d\u3053\u304b\u3089\u5148\u3067\u4f38\u3073\u60a9\u3080\u7406\u7531\u3068\u3001\u4f38\u3070\u3059\u9806\u756a\u306f\u3001\u308f\u308a\u3068\u306f\u3063\u304d\u308a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u65e5\u306f\u3001RAG\u69cb\u7bc9\u306e\u300c\u3042\u308b\u3079\u304d\u304b\u305f\u3061\u300d\u3092\u3001\u5c02\u9580\u7528\u8a9e\u3092\u306a\u308b\u3079\u304f\u565b\u307f\u7815\u304d\u306a\u304c\u3089\u3001\u6de1\u3005\u3068\u66f8\u3044\u3066\u307f\u307e\u3059\u3002\u8ab0\u304b\u3092\u8cac\u3081\u308b\u8a71\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<strong>RAG\u306f\u3001\u6b63\u3057\u3044\u9806\u756a\u3067\u5f37\u304f\u3057\u3066\u3044\u304f\u3082\u306e<\/strong>\u3060\u3001\u3068\u3044\u3046\u8a71\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5148\u306b\u7d50\u8ad6\u3092\u3001\u9806\u756a\u306e\u5f62\u3067\u8a00\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2460 \u307e\u305a\u300c\u3072\u3068\u3064\u306e\u6587\u66f8\u691c\u7d22\u300d\u3092\u5f37\u304f\u3059\u308b<\/strong>\uff08\u5225\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8db3\u3059\u306e\u306f\u3001\u305d\u306e\u5f8c\u3067\u3059\uff09\u3002<br><strong>\u2461 \u793e\u5185\u306e\u77e5\u8b58\u306f\u8868\u30fb\u6587\u66f8\u30fb\u3064\u306a\u304c\u308a\u306e3\u7a2e\u985e\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u691c\u7d22\u306e\u6226\u7565\u304c\u591a\u9762\u7684\u306b\u306a\u308b\u3002<\/strong><br><strong>\u2462 \u554f\u3044\u306b\u5fdc\u3058\u3066\u9078\u3073\u3001\u8db3\u308a\u306a\u3051\u308c\u3070\u53d6\u308a\u76f4\u3059\u3002\u3053\u308c\u304cAgentic RAG\u3002<\/strong><br><strong>\u2463 \u4f5c\u3063\u3066\u7d42\u308f\u308a\u306b\u3057\u306a\u3044\u3002\u8a55\u4fa1\u3067\u52a3\u5316\u3092\u6e2c\u308a\u306a\u304c\u3089\u80b2\u3066\u3001\u793e\u5185\u3067\u81ea\u8d70\u3055\u305b\u308b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u9806\u756a\u304c\u3001\u3051\u3063\u3053\u3046\u5927\u4e8b\u3067\u3059\u3002\u9806\u306b\u66f8\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff08\u3053\u306e\u8a18\u4e8b\u306f\u300cRAG\u3092\u3069\u3046\u4f5c\u308b\u304b\u300d\u306e\u8a2d\u8a08\u306e\u8a71\u3067\u3059\u3002\uff09<\/p>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-center\" style=\"grid-template-columns:32% auto\"><figure class=\"wp-block-media-text__media\"><a href=\"#knowledge-is-not-one-type\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-1024x576.jpg\" alt=\"\" class=\"wp-image-2278 size-full\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-1024x576.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-300x169.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-768x432.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-1536x864.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-390x219.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-820x461.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-1180x664.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"wp-block-paragraph\">RAG\u306e\u57fa\u672c\u3068\u4ed5\u7d44\u307f\u3092\u3059\u3067\u306b\u3054\u5b58\u3058\u306e\u65b9\u306f\u3001<a href=\"#knowledge-is-not-one-type\">\u2460 \u793e\u5185\u306e\u77e5\u8b58\u306f\u30011\u7a2e\u985e\u3067\u306f\u306a\u3044<\/a>\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<h3 id=\"rag%ef%bc%88%e6%a4%9c%e7%b4%a2%e6%8b%a1%e5%bc%b5%e7%94%9f%e6%88%90%ef%bc%89%e3%81%a8%e3%81%af\" class=\"wp-block-heading\">RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u3068\u306f Retrieval-Augmented Generation \u306e\u7565\u3067\u3001<strong>\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u6587\u66f8\u3092\u307e\u305a\u691c\u7d22\u3057\u3001\u305d\u306e\u4e2d\u8eab\u3092AI\u306b\u8aad\u307e\u305b\u3066\u304b\u3089\u7b54\u3048\u3055\u305b\u308b\u4ed5\u7d44\u307f<\/strong>\u3067\u3059\u3002\u65e5\u672c\u8a9e\u3067\u306f\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3068\u8a33\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI\u306b\u77e5\u8b58\u3092\u899a\u3048\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u305d\u306e\u5834\u3067\u8cc7\u6599\u3092\u6e21\u3059<\/strong>\u306e\u304c\u8981\u70b9\u3067\u3059\u3002\u30e2\u30c7\u30eb\u81ea\u4f53\u306b\u306f\u624b\u3092\u52a0\u3048\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%82%92%e3%81%b2%e3%81%a8%e3%81%93%e3%81%a8%e3%81%a7%e4%be%8b%e3%81%88%e3%82%8b%e3%81%a8\" class=\"wp-block-heading\">RAG\u3092\u3072\u3068\u3053\u3068\u3067\u4f8b\u3048\u308b\u3068<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6301\u3061\u8fbc\u307f\u7981\u6b62\u306e\u8a66\u9a13\u3092\u3001\u6301\u3061\u8fbc\u307f\u53ef\u306e\u8a66\u9a13\u306b\u5909\u3048\u308b\u306e\u304cRAG\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6697\u8a18\u3067\u3057\u304b\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305fAI\u306b\u3001<strong>\u300c\u3053\u306e\u8cc7\u6599\u3092\u898b\u306a\u304c\u3089\u7b54\u3048\u3066\u3044\u3044\u300d\u3068\u8a00\u3063\u3066\u624b\u5143\u306b\u7f6e\u3044\u3066\u3084\u308b<\/strong>\u3002\u77e5\u8b58\u3092\u554f\u3046\u554f\u984c\u304c\u3001\u8cc7\u6599\u3092\u8aad\u3093\u3067\u7b54\u3048\u308b\u554f\u984c\u306b\u5909\u308f\u308a\u307e\u3059\u3002<strong>\u8ce2\u304f\u3057\u305f\u306e\u3067\u306f\u306a\u304f\u3001\u554f\u984c\u306e\u7a2e\u985e\u3092\u5909\u3048\u305f<\/strong>\u2014\u2014\u3053\u3053\u304cRAG\u306e\u672c\u8cea\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%81%aa%e3%81%9crag%e3%81%8c%e5%bf%85%e8%a6%81%e3%81%aa%e3%81%ae%e3%81%8b%ef%bd%9c%e5%be%93%e6%9d%a5%e3%81%ae%e7%94%9f%e6%88%90ai%e3%81%ae%e9%99%90%e7%95%8c\" class=\"wp-block-heading\">\u306a\u305cRAG\u304c\u5fc5\u8981\u306a\u306e\u304b\uff5c\u5f93\u6765\u306e\u751f\u6210AI\u306e\u9650\u754c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210AI\u3092\u305d\u306e\u307e\u307e\u696d\u52d9\u3067\u4f7f\u3046\u3068\u3001\u6b21\u306e4\u3064\u3067\u8a70\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u793e\u5185\u306e\u4e8b\u60c5\u3092\u77e5\u3089\u306a\u3044<\/strong> \u2014 \u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u81ea\u793e\u306e\u898f\u7a0b\u3082\u5546\u54c1\u3082\u5165\u3063\u3066\u3044\u306a\u3044<\/li>\n\n\n\n<li><strong>\u5b66\u7fd2\u3057\u305f\u6642\u70b9\u3067\u60c5\u5831\u304c\u6b62\u307e\u308b<\/strong> \u2014 \u305d\u308c\u4ee5\u964d\u306e\u51fa\u6765\u4e8b\u3092\u77e5\u3089\u306a\u3044<\/li>\n\n\n\n<li><strong>\u77e5\u3089\u306a\u3044\u3053\u3068\u3092\u3001\u77e5\u3089\u306a\u3044\u3068\u8a00\u308f\u306a\u3044<\/strong> \u2014 \u3082\u3063\u3068\u3082\u3089\u3057\u3044\u8aa4\u308a\u3092\u8fd4\u3059<\/li>\n\n\n\n<li><strong>\u6839\u62e0\u304c\u793a\u305b\u306a\u3044<\/strong> \u2014 \u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u624b\u6bb5\u304c\u7121\u3044<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4\u3064\u76ee\u304c\u3001\u696d\u52d9\u3067\u4f7f\u3048\u308b\u304b\u3069\u3046\u304b\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002<\/strong>\u51fa\u5178\u304c\u51fa\u306a\u3044\u306a\u3089\u3001\u7d50\u5c40\u305d\u306e\u8cc7\u6599\u3092\u4eba\u304c\u63a2\u3057\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%81%a8%e5%be%93%e6%9d%a5%e3%81%aellm%e3%81%af%e4%bd%95%e3%81%8c%e9%81%95%e3%81%86%e3%81%ae%e3%81%8b\" class=\"wp-block-heading\">RAG\u3068\u5f93\u6765\u306eLLM\u306f\u4f55\u304c\u9055\u3046\u306e\u304b<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><\/th><th>\u77e5\u8b58\u306e\u5728\u308a\u51e6<\/th><th>\u66f4\u65b0\u306e\u3057\u304b\u305f<\/th><\/tr><\/thead><tbody><tr><td><strong>\u5f93\u6765\u306eLLM<\/strong><\/td><td>\u30e2\u30c7\u30eb\u306e\u5185\u90e8\uff08\u5b66\u7fd2\u6e08\u307f\u306e\u91cd\u307f\uff09<\/td><td><strong>\u5b66\u7fd2\u3057\u76f4\u3059\u3057\u304b\u306a\u3044<\/strong><\/td><\/tr><tr><td><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/td><td>\u30e2\u30c7\u30eb\u306e\u5185\u90e8\uff08\u8ffd\u52a0\u5b66\u7fd2\u3057\u305f\u91cd\u307f\uff09<\/td><td>\u8ffd\u52a0\u5b66\u7fd2\u3092\u3084\u308a\u76f4\u3059<\/td><\/tr><tr><td><strong>RAG<\/strong><\/td><td><strong>\u30e2\u30c7\u30eb\u306e\u5916\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff09<\/strong><\/td><td><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5dee\u3057\u66ff\u3048\u308b\u3060\u3051<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u306e1\u884c\u306e\u9055\u3044\u304c\u3001\u904b\u7528\u306e\u624b\u9593\u3092\u3059\u3079\u3066\u6c7a\u3081\u307e\u3059\u3002<\/strong>\u898f\u7a0b\u304c\u6539\u8a02\u3055\u308c\u308b\u305f\u3073\u306b\u5b66\u7fd2\u3057\u76f4\u3059\u69cb\u6210\u306f\u3001\u73fe\u5b9f\u306b\u306f\u56de\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%81%ae%e4%bb%95%e7%b5%84%e3%81%bf%ef%bd%9c%e6%a4%9c%e7%b4%a2%e3%83%bb%e6%8b%a1%e5%bc%b5%e3%83%bb%e7%94%9f%e6%88%90%e3%81%ae3%e3%83%95%e3%82%a7%e3%83%bc%e3%82%ba\" class=\"wp-block-heading\">RAG\u306e\u4ed5\u7d44\u307f\uff5c\u691c\u7d22\u30fb\u62e1\u5f35\u30fb\u751f\u6210\u306e3\u30d5\u30a7\u30fc\u30ba<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u3068\u3044\u3046\u540d\u524d\u306f\u3001\u3053\u306e3\u3064\u306e\u982d\u6587\u5b57\u304b\u3089\u6765\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30d5\u30a7\u30fc\u30ba<\/th><th>\u3084\u308b\u3053\u3068<\/th><th>\u52b9\u3044\u3066\u304f\u308b\u3068\u3053\u308d<\/th><\/tr><\/thead><tbody><tr><td><strong>\u691c\u7d22<\/strong>\uff08Retrieval\uff09<\/td><td>\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u6587\u66f8\u3092\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u53d6\u308a\u51fa\u3059<\/td><td><strong>\u3053\u3053\u306e\u7cbe\u5ea6\u304c\u3001\u305d\u306e\u307e\u307e\u7b54\u3048\u306e\u7cbe\u5ea6\u306b\u306a\u308b<\/strong><\/td><\/tr><tr><td><strong>\u62e1\u5f35<\/strong>\uff08Augmentation\uff09<\/td><td>\u53d6\u308a\u51fa\u3057\u305f\u4e2d\u8eab\u3092\u3001\u8cea\u554f\u3068\u4e00\u7dd2\u306bAI\u3078\u6e21\u3059<\/td><td>\u6e21\u3059\u4ef6\u6570\u3068\u91cf\u306e\u8a2d\u8a08<\/td><\/tr><tr><td><strong>\u751f\u6210<\/strong>\uff08Generation\uff09<\/td><td>\u6e21\u3055\u308c\u305f\u8cc7\u6599\u3092\u6839\u62e0\u306b\u3001AI\u304c\u7b54\u3048\u3092\u66f8\u304f<\/td><td>\u8cc7\u6599\u306e\u5916\u306b\u51fa\u306a\u3044\u3088\u3046\u6307\u793a\u3059\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>RAG\u306e\u54c1\u8cea\u554f\u984c\u306f\u3001\u307b\u3068\u3093\u3069\u304c1\u3064\u76ee\u306e\u30d5\u30a7\u30fc\u30ba\u306e\u554f\u984c\u3067\u3059\u3002<\/strong>\u95a2\u4fc2\u306e\u306a\u3044\u6587\u66f8\u3092\u6e21\u305b\u3070\u3001AI\u306f\u305d\u306e\u95a2\u4fc2\u306e\u306a\u3044\u6587\u66f8\u3092\u3082\u3068\u306b\u7b54\u3048\u307e\u3059\u3002\u751f\u6210\u306e\u6307\u793a\u3092\u3044\u304f\u3089\u76f4\u3057\u3066\u3082\u3001\u305d\u3053\u306f\u76f4\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%81%ae%e5%8b%95%e3%81%8d%e3%82%92%e6%89%8b%e9%a0%86%e3%81%a7%e8%bf%bd%e3%81%86\" class=\"wp-block-heading\">RAG\u306e\u52d5\u304d\u3092\u624b\u9806\u3067\u8ffd\u3046<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e8b\u524d\u6e96\u5099<\/strong> \u2014 \u793e\u5185\u6587\u66f8\u3092\u691c\u7d22\u3067\u304d\u308b\u5f62\u306b\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f5c\u3063\u3066\u304a\u304f<\/li>\n\n\n\n<li><strong>1. \u8cea\u554f\u304c\u5165\u308b<\/strong> \u2014 \u5229\u7528\u8005\u306e\u554f\u3044\u3092\u3001\u610f\u5473\u3092\u8868\u3059\u6570\u5024\u306e\u4e26\u3073\u306b\u5909\u63db\u3059\u308b<\/li>\n\n\n\n<li><strong>2. \u53d6\u308a\u51fa\u3059<\/strong> \u2014 \u610f\u5473\u306e\u8fd1\u3044\u6587\u66f8\u306e\u304b\u305f\u307e\u308a\u3092\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u53d6\u308a\u51fa\u3059<\/li>\n\n\n\n<li><strong>3. \u6e21\u3059<\/strong> \u2014 \u53d6\u308a\u51fa\u3057\u305f\u4e2d\u8eab\u3092\u3001\u8cea\u554f\u3068\u4e00\u7dd2\u306bAI\u3078\u6e21\u3059<\/li>\n\n\n\n<li><strong>4. \u7b54\u3048\u308b<\/strong> \u2014 AI\u304c\u3001\u6e21\u3055\u308c\u305f\u8cc7\u6599\u3092\u6839\u62e0\u306b\u6587\u7ae0\u3092\u4f5c\u308b<\/li>\n\n\n\n<li><strong>5. \u51fa\u3059<\/strong> \u2014 \u56de\u7b54\u3068\u3001\u6839\u62e0\u306b\u306a\u3063\u305f\u6587\u66f8\u3092\u5229\u7528\u8005\u3078\u8fd4\u3059<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5\u3067\u51fa\u5178\u3092\u4e00\u7dd2\u306b\u8fd4\u3059\u304b\u3069\u3046\u304b\u3092\u3001\u6700\u521d\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u5f8c\u304b\u3089\u8db3\u305d\u3046\u3068\u3059\u308b\u3068\u3001\u3069\u306e\u6587\u66f8\u3092\u4f7f\u3063\u305f\u306e\u304b\u3092\u8a18\u9332\u3057\u3066\u3044\u306a\u3044\u4f5c\u308a\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e5%a4%96%e9%83%a8%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e4%bd%9c%e6%88%90%e3%81%a8%e3%80%81%e3%81%9d%e3%81%ae%e6%9b%b4%e6%96%b0\" class=\"wp-block-heading\">\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u3068\u3001\u305d\u306e\u66f4\u65b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u3067\u6700\u3082\u624b\u304c\u304b\u304b\u308b\u306e\u306f\u3001\u5b9f\u306f\u691c\u7d22\u3055\u308c\u308b\u5074\u306e\u30c7\u30fc\u30bf\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u66f4\u65b0\u304c\u6b62\u307e\u3063\u305f\u77ac\u9593\u304b\u3089\u3001RAG\u306f\u52a3\u5316\u3057\u307e\u3059\u3002<\/strong>\u53e4\u3044\u7248\u304c\u5165\u3063\u3066\u3044\u308b\u3068\u3001\u305d\u308c\u3092\u6839\u62e0\u306b\u81ea\u4fe1\u3092\u3082\u3063\u3066\u9593\u9055\u3048\u307e\u3059\u3002<strong>\u8ab0\u304c\u3001\u3069\u306e\u983b\u5ea6\u3067\u3001\u3069\u306e\u6587\u66f8\u3092\u5165\u308c\u76f4\u3059\u306e\u304b\u3092\u3001\u4eba\u306e\u5f79\u5272\u3068\u3057\u3066\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"rag%e3%81%ae%e6%a7%8b%e6%88%90%e8%a6%81%e7%b4%a0\" class=\"wp-block-heading\">RAG\u306e\u69cb\u6210\u8981\u7d20<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u8981\u7d20<\/th><th>\u5f79\u5272<\/th><th>\u9078\u3076\u3068\u304d\u306b\u898b\u308b\u3068\u3053\u308d<\/th><\/tr><\/thead><tbody><tr><td><strong>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9<\/strong><\/td><td>\u7b54\u3048\u306e\u6839\u62e0\u306b\u306a\u308b\u793e\u5185\u6587\u66f8<\/td><td>\u66f4\u65b0\u3055\u308c\u308b\u5834\u6240\u304b\u3002\u6a29\u9650\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b<\/td><\/tr><tr><td><strong>\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb<\/strong><\/td><td>\u6587\u7ae0\u3092\u6570\u5024\u306e\u4e26\u3073\u306b\u5909\u63db\u3059\u308b<\/td><td>\u65e5\u672c\u8a9e\u306e\u6027\u80fd\u3002\u5c02\u9580\u7528\u8a9e\u306e\u6271\u3044<\/td><\/tr><tr><td><strong>\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/strong><\/td><td>\u305d\u306e\u6570\u5024\u3092\u8caf\u3081\u3066\u3001\u8fd1\u3044\u3082\u306e\u3092\u63a2\u3059<\/td><td>\u4ef6\u6570\u3001\u66f4\u65b0\u306e\u3057\u3084\u3059\u3055\u3001\u6a29\u9650\u3067\u7d5e\u308c\u308b\u304b<\/td><\/tr><tr><td><strong>\u691c\u7d22\u306e\u4ed5\u7d44\u307f<\/strong><\/td><td>\u8cea\u554f\u306b\u5408\u3046\u6587\u66f8\u3092\u53d6\u308a\u51fa\u3059<\/td><td>\u610f\u5473\u691c\u7d22\u3060\u3051\u304b\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3068\u4f75\u7528\u3067\u304d\u308b\u304b<\/td><\/tr><tr><td><strong>LLM<\/strong><\/td><td>\u6e21\u3055\u308c\u305f\u8cc7\u6599\u3092\u3082\u3068\u306b\u7b54\u3048\u3092\u66f8\u304f<\/td><td>\u9577\u3044\u8cc7\u6599\u3092\u8aad\u3081\u308b\u304b\u3002\u8cbb\u7528<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4\u884c\u76ee\u3092\u300c\u610f\u5473\u691c\u7d22\u3060\u3051\u300d\u3067\u7d44\u3080\u3068\u3001\u578b\u756a\u3084\u56fa\u6709\u540d\u8a5e\u3067\u5916\u3057\u307e\u3059\u3002<\/strong>\u610f\u5473\u304c\u8fd1\u3044\u3053\u3068\u3068\u3001\u305d\u306e\u8a9e\u304c\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%82%bb%e3%83%9e%e3%83%b3%e3%83%86%e3%82%a3%e3%83%83%e3%82%af%e6%a4%9c%e7%b4%a2%ef%bc%88%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e6%a4%9c%e7%b4%a2%ef%bc%89%e3%81%a8%e3%81%ae%e9%81%95%e3%81%84\" class=\"wp-block-heading\">\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\uff08\u30d9\u30af\u30c8\u30eb\u691c\u7d22\uff09\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3088\u304f\u6df7\u540c\u3055\u308c\u307e\u3059\u304c\u3001<strong>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306fRAG\u306e\u90e8\u54c1\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><\/th><th>\u4f55\u3092\u3059\u308b\u304b<\/th><th>\u8fd4\u3059\u3082\u306e<\/th><\/tr><\/thead><tbody><tr><td><strong>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22<\/strong><\/td><td>\u610f\u5473\u306e\u8fd1\u3044\u6587\u66f8\u3092\u63a2\u3059<\/td><td><strong>\u6587\u66f8\u306e\u4e00\u89a7<\/strong><\/td><\/tr><tr><td><strong>RAG<\/strong><\/td><td>\u305d\u306e\u6587\u66f8\u3092AI\u306b\u8aad\u307e\u305b\u3066\u7b54\u3048\u3055\u305b\u308b<\/td><td><strong>\u7b54\u3048\u306e\u6587\u7ae0<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u300c\u63a2\u3059\u3068\u3053\u308d\u307e\u3067\u300d\u304b\u300c\u7b54\u3048\u308b\u3068\u3053\u308d\u307e\u3067\u300d\u304b\u304c\u9055\u3044\u307e\u3059\u3002<\/strong>\u691c\u7d22\u7d50\u679c\u306e\u4e00\u89a7\u3067\u8db3\u308a\u308b\u7528\u9014\u306b\u3001RAG\u3092\u8f09\u305b\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 id=\"%e3%82%ad%e3%83%bc%e3%83%af%e3%83%bc%e3%83%89%e6%a4%9c%e7%b4%a2%e3%83%bbrag%e3%83%bb%e3%83%95%e3%82%a1%e3%82%a4%e3%83%b3%e3%83%81%e3%83%a5%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%81%ae%e6%af%94\" class=\"wp-block-heading\">\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u30fbRAG\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u6bd4\u8f03<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><\/th><th>\u5f97\u610f\u306a\u3053\u3068<\/th><th>\u82e6\u624b\u306a\u3053\u3068<\/th><\/tr><\/thead><tbody><tr><td><strong>\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22<\/strong><\/td><td>\u578b\u756a\u30fb\u56fa\u6709\u540d\u8a5e\u30fb\u5b8c\u5168\u4e00\u81f4<\/td><td>\u8a00\u3044\u63db\u3048\u3001\u66d6\u6627\u306a\u554f\u3044<\/td><\/tr><tr><td><strong>RAG<\/strong><\/td><td><strong>\u983b\u7e41\u306b\u66f4\u65b0\u3055\u308c\u308b\u77e5\u8b58\u3002\u6839\u62e0\u3092\u793a\u3059\u3053\u3068<\/strong><\/td><td>\u53e3\u8abf\u3084\u5f62\u5f0f\u3092\u56fa\u5b9a\u3059\u308b\u3053\u3068<\/td><\/tr><tr><td><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/td><td><strong>\u51fa\u529b\u306e\u5f62\u5f0f\u30fb\u53e3\u8abf\u3002\u5206\u985e\u306e\u7cbe\u5ea6<\/strong><\/td><td>\u77e5\u8b58\u306e\u66f4\u65b0\uff08\u305d\u306e\u3064\u3069\u5b66\u7fd2\u3057\u76f4\u3057\u306b\u306a\u308b\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u300c\u793e\u5185\u306e\u77e5\u8b58\u3092\u6301\u305f\u305b\u305f\u3044\u300d\u306a\u3089\u3001\u307e\u305aRAG\u3067\u3059\u3002<\/strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u5224\u65ad\u306f<a href=\"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/07\/finetuning-choose-encoder-not-bigger\/\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306f\uff1f\u305d\u306e\u524d\u306b\u5206\u985e\u3067\u306f\u306a\u3044\u304b\u3092\u7591\u3046<\/a>\u306b\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%81%a8%e3%83%95%e3%82%a1%e3%82%a4%e3%83%b3%e3%83%81%e3%83%a5%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%81%ae%e4%bd%bf%e3%81%84%e5%88%86%e3%81%91\" class=\"wp-block-heading\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u4f7f\u3044\u5206\u3051<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6392\u4ed6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4e21\u65b9\u4f7f\u3046\u69cb\u6210\u304c\u666e\u901a\u3067\u3059\u3002<\/strong>\u77e5\u8b58\u306fRAG\u3067\u5916\u304b\u3089\u6e21\u3057\u3001\u7b54\u3048\u65b9\u306e\u578b\u306f\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3067\u56fa\u3081\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8ff7\u3063\u305f\u3089RAG\u304b\u3089\u59cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u52b9\u679c\u304c\u51fa\u306a\u304b\u3063\u305f\u3068\u304d\u306b\u3001\u3084\u3081\u308b\u8cbb\u7528\u304c\u5c0f\u3055\u3044\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%81%ae%e3%83%a1%e3%83%aa%e3%83%83%e3%83%881%ef%bd%9c%e5%ad%a6%e7%bf%92%e3%81%97%e7%9b%b4%e3%81%95%e3%81%9a%e3%81%ab%e6%b8%88%e3%82%80\" class=\"wp-block-heading\">RAG\u306e\u30e1\u30ea\u30c3\u30c81\uff5c\u5b66\u7fd2\u3057\u76f4\u3055\u305a\u306b\u6e08\u3080<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u306b\u624b\u3092\u52a0\u3048\u306a\u3044\u306e\u3067\u3001\u8ffd\u52a0\u5b66\u7fd2\u306e\u305f\u3081\u306e\u8a08\u7b97\u8cc7\u6e90\u3082\u3001\u5c02\u9580\u306e\u4eba\u6750\u3082\u8981\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u52b9\u3044\u3066\u304f\u308b\u306e\u306f\u521d\u671f\u8cbb\u7528\u3088\u308a\u3001\u66f4\u65b0\u306e\u305f\u3073\u306e\u8cbb\u7528\u3067\u3059\u3002<\/strong>\u898f\u7a0b\u304c\u5909\u308f\u308b\u305f\u3073\u306b\u5b66\u7fd2\u3057\u76f4\u3059\u69cb\u6210\u3068\u6bd4\u3079\u308b\u3068\u3001\u5dee\u306f\u6bce\u6708\u51fa\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%81%ae%e3%83%a1%e3%83%aa%e3%83%83%e3%83%882%ef%bd%9c%e6%9c%80%e6%96%b0%e3%81%ae%e6%83%85%e5%a0%b1%e3%81%ab%e8%bf%bd%e5%be%93%e3%81%a7%e3%81%8d%e3%82%8b\" class=\"wp-block-heading\">RAG\u306e\u30e1\u30ea\u30c3\u30c82\uff5c\u6700\u65b0\u306e\u60c5\u5831\u306b\u8ffd\u5f93\u3067\u304d\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u66f4\u65b0\u3059\u308c\u3070\u3001\u305d\u306e\u65e5\u304b\u3089\u56de\u7b54\u306b\u53cd\u6620\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%81%ae%e3%83%a1%e3%83%aa%e3%83%83%e3%83%883%ef%bd%9c%e6%a0%b9%e6%8b%a0%e3%82%92%e7%a4%ba%e3%81%9b%e3%82%8b\" class=\"wp-block-heading\">RAG\u306e\u30e1\u30ea\u30c3\u30c83\uff5c\u6839\u62e0\u3092\u793a\u305b\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3069\u306e\u6587\u66f8\u3092\u3082\u3068\u306b\u7b54\u3048\u305f\u304b\u3092\u3001\u56de\u7b54\u3068\u4e00\u7dd2\u306b\u51fa\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u308c\u304c\u696d\u52d9\u3067\u4f7f\u3048\u308b\u304b\u3069\u3046\u304b\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002<\/strong>\u51fa\u5178\u306e\u7121\u3044\u56de\u7b54\u306f\u3001\u78ba\u8a8d\u306e\u305f\u3081\u306b\u7d50\u5c40\u305d\u306e\u8cc7\u6599\u3092\u63a2\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%81%ae%e3%83%a1%e3%83%aa%e3%83%83%e3%83%884%ef%bd%9c%e6%8c%99%e5%8b%95%e3%82%92%e5%88%b6%e5%be%a1%e3%81%a7%e3%81%8d%e3%82%8b\" class=\"wp-block-heading\">RAG\u306e\u30e1\u30ea\u30c3\u30c84\uff5c\u6319\u52d5\u3092\u5236\u5fa1\u3067\u304d\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6e21\u3059\u8cc7\u6599\u306e\u7bc4\u56f2\u3092\u7d5e\u308c\u3070\u3001\u7b54\u3048\u3089\u308c\u308b\u7bc4\u56f2\u3082\u305d\u3053\u306b\u53ce\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u300c\u7b54\u3048\u3055\u305b\u306a\u3044\u300d\u3092\u8a2d\u8a08\u3067\u304d\u308b<\/strong>\u306e\u304c\u3001\u30e2\u30c7\u30eb\u4efb\u305b\u306e\u69cb\u6210\u3068\u306e\u5927\u304d\u306a\u9055\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%81%ae%e3%83%a1%e3%83%aa%e3%83%83%e3%83%885%ef%bd%9c%e5%b1%9e%e4%ba%ba%e5%8c%96%e3%81%8c%e8%a7%a3%e3%81%91%e3%82%8b\" class=\"wp-block-heading\">RAG\u306e\u30e1\u30ea\u30c3\u30c85\uff5c\u5c5e\u4eba\u5316\u304c\u89e3\u3051\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u3042\u306e\u4eba\u3057\u304b\u77e5\u3089\u306a\u3044\u300d\u304c\u3001\u6587\u66f8\u3068\u3057\u3066\u5f15\u3051\u308b\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002\u90e8\u7f72\u3084\u6a29\u9650\u306b\u5fdc\u3058\u3066\u3001\u6e21\u3059\u8cc7\u6599\u3092\u5909\u3048\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e6%b4%bb%e7%94%a8%e4%be%8b1%ef%bd%9c%e7%a4%be%e5%86%85%e3%83%8a%e3%83%ac%e3%83%83%e3%82%b8%e6%a4%9c%e7%b4%a2%e3%83%bb%e7%a4%be%e5%86%85%e3%83%ab%e3%83%bc%e3%83%ab%e3%81%ae%e5%95%8f%e3%81%84%e5%90%88\" class=\"wp-block-heading\">\u6d3b\u7528\u4f8b1\uff5c\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u30fb\u793e\u5185\u30eb\u30fc\u30eb\u306e\u554f\u3044\u5408\u308f\u305b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u898f\u7a0b\u3001\u624b\u9806\u66f8\u3001\u904e\u53bb\u306e\u63d0\u6848\u66f8\u3092\u6a2a\u65ad\u3057\u3066\u5f15\u304d\u307e\u3059\u3002\u300c\u7d4c\u8cbb\u306e\u7de0\u3081\u65e5\u306f\u3044\u3064\u304b\u300d\u306e\u3088\u3046\u306a\u8cea\u554f\u306b\u3001\u6839\u62e0\u3064\u304d\u3067\u7b54\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e6%b4%bb%e7%94%a8%e4%be%8b2%ef%bd%9c%e3%82%ab%e3%82%b9%e3%82%bf%e3%83%9e%e3%83%bc%e3%82%b5%e3%83%9d%e3%83%bc%e3%83%88\" class=\"wp-block-heading\">\u6d3b\u7528\u4f8b2\uff5c\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u3068FAQ\u3092\u6839\u62e0\u306b\u3001\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u3078\u4e00\u6b21\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u521d\u306e1\u3064\u76ee\u306f\u3001\u3053\u3053\u304b\u3089\u59cb\u3081\u308b\u306e\u304c\u5b89\u5168\u3067\u3059\u3002<\/strong>\u8cea\u554f\u306e\u578b\u304c\u6c7a\u307e\u3063\u3066\u304a\u308a\u3001\u6b63\u89e3\u3082\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u8a55\u4fa1\u3057\u3084\u3059\u3044\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e6%b4%bb%e7%94%a8%e4%be%8b3%ef%bd%9c%e7%a4%be%e5%86%85%e3%83%98%e3%83%ab%e3%83%97%e3%83%87%e3%82%b9%e3%82%af\" class=\"wp-block-heading\">\u6d3b\u7528\u4f8b3\uff5c\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u60c5\u30b7\u30b9\u3084\u7dcf\u52d9\u3078\u306e\u5b9a\u578b\u7684\u306a\u8cea\u554f\u3092\u4e00\u6b21\u53d7\u3051\u3057\u3001\u89e3\u6c7a\u3067\u304d\u306a\u3044\u3082\u306e\u3060\u3051\u4eba\u3078\u6e21\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u52b9\u679c\u306f\u300c\u89e3\u6c7a\u7387\u300d\u3067\u6e2c\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u5fdc\u7b54\u4ef6\u6570\u3067\u6e2c\u308b\u3068\u3001\u7b54\u3048\u3089\u308c\u3066\u3044\u306a\u3044\u5fdc\u7b54\u3082\u6570\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"rag%e3%81%ae%e9%99%90%e7%95%8c%e3%81%a8%e3%83%87%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88\" class=\"wp-block-heading\">RAG\u306e\u9650\u754c\u3068\u30c7\u30e1\u30ea\u30c3\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u691c\u7d22\u3067\u5916\u3059\u3068\u3001\u7b54\u3048\u3082\u5916\u3059<\/strong> \u2014 \u6e21\u3055\u308c\u306a\u304b\u3063\u305f\u60c5\u5831\u306b\u306f\u7b54\u3048\u3089\u308c\u306a\u3044<\/li>\n\n\n\n<li><strong>\u8aa4\u308a\u304c\u5b8c\u5168\u306b\u306f\u6d88\u3048\u306a\u3044<\/strong> \u2014 \u6e21\u3057\u305f\u8cc7\u6599\u306e\u89e3\u91c8\u3092\u8aa4\u308b\u3053\u3068\u306f\u3042\u308b<\/li>\n\n\n\n<li><strong>\u5143\u306e\u6587\u66f8\u304c\u9593\u9055\u3063\u3066\u3044\u308c\u3070\u3001\u9593\u9055\u3063\u305f\u307e\u307e\u7b54\u3048\u308b<\/strong><\/li>\n\n\n\n<li><strong>\u96c6\u8a08\u3084\u8a08\u7b97\u306f\u82e6\u624b<\/strong> \u2014 \u300c\u5408\u8a08\u3067\u4f55\u4ef6\u300d\u306f\u691c\u7d22\u3067\u306f\u7b54\u3048\u304c\u51fa\u306a\u3044<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u6574\u5099\u306e\u624b\u9593\u304c\u7d9a\u304f<\/strong> \u2014 \u4f5c\u3063\u3066\u7d42\u308f\u308a\u306b\u3067\u304d\u306a\u3044<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\u3064\u76ee\u306f\u4ed5\u7d44\u307f\u306e\u9650\u754c\u3067\u306f\u306a\u304f\u3001\u8cc7\u6599\u306e\u554f\u984c\u3067\u3059\u3002<\/strong>RAG\u3092\u5165\u308c\u308b\u3068\u3001\u793e\u5185\u6587\u66f8\u306e\u53e4\u3055\u3068\u77db\u76fe\u304c\u4e00\u6c17\u306b\u8868\u306b\u51fa\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e8%90%bd%e3%81%a8%e3%81%97%e7%a9%b4%ef%bd%9c%e3%83%81%e3%83%a3%e3%83%b3%e3%82%af%ef%bc%88%e5%88%86%e5%89%b2%e5%8d%98%e4%bd%8d%ef%bc%89%e3%81%ae%e3%82%b5%e3%82%a4%e3%82%ba\" class=\"wp-block-heading\">\u843d\u3068\u3057\u7a74\uff5c\u30c1\u30e3\u30f3\u30af\uff08\u5206\u5272\u5358\u4f4d\uff09\u306e\u30b5\u30a4\u30ba<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9577\u3044\u6587\u66f8\u306f\u3001\u691c\u7d22\u306e\u5358\u4f4d\u306b\u5207\u308a\u5206\u3051\u307e\u3059\u3002\u3053\u306e\u5358\u4f4d\u3092\u30c1\u30e3\u30f3\u30af\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u75c7\u72b6\u3067\u898b\u5206\u3051\u3089\u308c\u307e\u3059\u3002<\/strong>\u300c\u9014\u4e2d\u304b\u3089\u7b54\u3048\u304c\u59cb\u307e\u308b\u300d\u306a\u3089\u5c0f\u3055\u3059\u304e\u3001\u300c\u805e\u3044\u3066\u3044\u306a\u3044\u3053\u3068\u307e\u3067\u7b54\u3048\u308b\u300d\u306a\u3089\u5927\u304d\u3059\u304e\u3067\u3059\u3002<strong>\u898b\u51fa\u3057\u5358\u4f4d\u3067\u5207\u308a\u3001\u898b\u51fa\u3057\u306e\u6587\u8a00\u3092\u30c1\u30e3\u30f3\u30af\u306b\u542b\u3081\u308b<\/strong>\u306e\u304c\u5b9a\u77f3\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e8%90%bd%e3%81%a8%e3%81%97%e7%a9%b4%ef%bd%9c%e9%a1%9e%e4%bc%bc%e6%a4%9c%e7%b4%a2%e3%81%a0%e3%81%91%e3%81%a7%e3%81%af%e5%b1%8a%e3%81%8b%e3%81%aa%e3%81%84%e8%b3%aa%e5%95%8f%e3%81%8c%e3%81%82%e3%82%8b\" class=\"wp-block-heading\">\u843d\u3068\u3057\u7a74\uff5c\u985e\u4f3c\u691c\u7d22\u3060\u3051\u3067\u306f\u5c4a\u304b\u306a\u3044\u8cea\u554f\u304c\u3042\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u4e00\u756a\u65b0\u3057\u3044\u306e\u306f\u3069\u308c\u300d\u300c\u5408\u8a08\u3067\u4f55\u4ef6\u300d\u306e\u3088\u3046\u306a\u8cea\u554f\u306f\u3001\u610f\u5473\u304c\u8fd1\u3044\u6587\u66f8\u3092\u63a2\u3057\u3066\u3082\u7b54\u3048\u304c\u51fa\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u610f\u5473\u691c\u7d22\u3068\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3092\u4f75\u7528\u3057\u3001\u6570\u5b57\u3084\u65e5\u4ed8\u306f\u691c\u7d22\u3067\u306f\u306a\u304f\u5c5e\u6027\u3067\u7d5e\u308b<\/strong>\u306e\u304c\u57fa\u672c\u306e\u624b\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e7%b2%be%e5%ba%a6%e3%82%92%e4%b8%8a%e3%81%92%e3%82%8b%e6%89%93%e3%81%a1%e6%89%8b%e3%81%a8%e3%80%81%e3%81%9d%e3%81%ae%e9%a0%86%e7%95%aa\" class=\"wp-block-heading\">\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u6253\u3061\u624b\u3068\u3001\u305d\u306e\u9806\u756a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30c1\u30e3\u30f3\u30af\u306e\u4f5c\u308a\u76f4\u3057<\/strong> \u2014 \u898b\u51fa\u3057\u3084\u8868\u306e\u69cb\u9020\u306b\u5408\u308f\u305b\u3066\u5207\u308a\u76f4\u3059<\/li>\n\n\n\n<li><strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22<\/strong> \u2014 \u610f\u5473\u691c\u7d22\u3068\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u306e\u7d50\u679c\u3092\u6df7\u305c\u308b<\/li>\n\n\n\n<li><strong>\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0<\/strong> \u2014 \u53d6\u308a\u51fa\u3057\u305f\u5019\u88dc\u3092\u3001\u5225\u306e\u30e2\u30c7\u30eb\u3067\u4e26\u3079\u66ff\u3048\u308b<\/li>\n\n\n\n<li><strong>\u30af\u30a8\u30ea\u306e\u66f8\u304d\u63db\u3048<\/strong> \u2014 \u66d6\u6627\u306a\u8cea\u554f\u3092\u3001\u691c\u7d22\u306b\u5411\u304f\u5f62\u306b\u76f4\u3057\u3066\u304b\u3089\u63a2\u3059<\/li>\n\n\n\n<li><strong>HyDE<\/strong> \u2014 \u4eee\u306e\u7b54\u3048\u3092\u5148\u306b\u4f5c\u308a\u3001\u305d\u306e\u6587\u3067\u691c\u7d22\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u306e\u9806\u756a\u304c\u5927\u4e8b\u3067\u3059\u3002<\/strong><strong>\u30c1\u30e3\u30f3\u30af\u306e\u5207\u308a\u76f4\u3057\u304c\u6700\u3082\u52b9\u3044\u3066\u3001\u6700\u3082\u5b89\u304f\u6e08\u307f\u307e\u3059\u3002<\/strong>\u624b\u306e\u8fbc\u3093\u3060\u624b\u6cd5\u3092\u8db3\u3059\u524d\u306b\u3001\u5207\u308a\u65b9\u3092\u7591\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 id=\"%e5%87%ba%e5%8a%9b%e3%81%ae%e7%b2%be%e5%ba%a6%e3%82%92%e3%81%a9%e3%81%86%e6%b8%ac%e3%82%8b%e3%81%8b\" class=\"wp-block-heading\">\u51fa\u529b\u306e\u7cbe\u5ea6\u3092\u3069\u3046\u6e2c\u308b\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u691c\u7d22\u306e\u8a55\u4fa1<\/strong> \u2014 \u6b63\u89e3\u306e\u6587\u66f8\u304c\u3001\u53d6\u308a\u51fa\u3057\u305f\u4e2d\u306b\u5165\u3063\u3066\u3044\u305f\u304b<\/li>\n\n\n\n<li><strong>\u751f\u6210\u306e\u8a55\u4fa1<\/strong> \u2014 \u6e21\u3057\u305f\u8cc7\u6599\u306e\u7bc4\u56f2\u3067\u7b54\u3048\u3066\u3044\u308b\u304b\uff08\u4f5c\u3063\u3066\u3044\u306a\u3044\u304b\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u306e2\u3064\u3092\u5206\u3051\u3066\u6e2c\u308b\u306e\u304c\u8981\u70b9\u3067\u3059\u3002<\/strong>\u307e\u3068\u3081\u3066\u300c\u7b54\u3048\u304c\u5909\u300d\u3068\u6271\u3046\u3068\u3001\u76f4\u3059\u5834\u6240\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002<strong>\u8cea\u554f\u3068\u6b63\u89e3\u306e\u30bb\u30c3\u30c8\u3092\u8cc7\u7523\u3068\u3057\u3066\u8caf\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u8a2d\u5b9a\u3092\u5909\u3048\u305f\u3068\u304d\u306b\u3001\u826f\u304f\u306a\u3063\u305f\u304b\u60aa\u304f\u306a\u3063\u305f\u304b\u304c\u5373\u5ea7\u306b\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e5%88%a9%e7%94%a8%e9%83%a8%e9%96%80%e3%81%a8%e3%81%ae%e8%aa%8d%e8%ad%98%e3%81%8c%e3%81%9a%e3%82%8c%e3%82%8b\" class=\"wp-block-heading\">\u5229\u7528\u90e8\u9580\u3068\u306e\u8a8d\u8b58\u304c\u305a\u308c\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u308b\u5074\u306f\u7cbe\u5ea6\u306e\u8a71\u3092\u3057\u3001\u4f7f\u3046\u5074\u306f\u300c\u63a2\u3059\u306e\u304c\u9762\u5012\u300d\u306e\u8a71\u3092\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u60f3\u5b9a\u8cea\u554f\u3092\u3001\u5229\u7528\u90e8\u9580\u306b\u66f8\u3044\u3066\u3082\u3089\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u958b\u767a\u5074\u304c\u8003\u3048\u305f\u8cea\u554f\u306f\u3001\u305f\u3044\u3066\u3044\u7b54\u3048\u3084\u3059\u3044\u8cea\u554f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e5%b0%8e%e5%85%a5%e3%81%ae%e9%80%b2%e3%82%81%e6%96%b91%ef%bd%9c%e6%83%b3%e5%ae%9a%e8%b3%aa%e5%95%8f%e3%81%a8%e8%a6%81%e4%bb%b6%e3%82%92%e6%b1%ba%e3%82%81%e3%82%8b\" class=\"wp-block-heading\">\u5c0e\u5165\u306e\u9032\u3081\u65b91\uff5c\u60f3\u5b9a\u8cea\u554f\u3068\u8981\u4ef6\u3092\u6c7a\u3081\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ab0\u306e\u3001\u3069\u3093\u306a\u554f\u3044\u306b\u7b54\u3048\u308b\u306e\u304b\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\u3002<strong>\u300c\u793e\u5185\u306e\u3053\u3068\u306a\u3089\u4f55\u3067\u3082\u300d\u3092\u76ee\u6a19\u306b\u3059\u308b\u3068\u3001\u8a55\u4fa1\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5b9f\u52d9\u3067\u306f\u3001\u60f3\u5b9a\u8cea\u554f\u309230\u4ef6\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/strong>\u3053\u306e30\u4ef6\u306b\u7b54\u3048\u3089\u308c\u308b\u304b\u304c\u3001\u305d\u306e\u307e\u307e\u5408\u5426\u306e\u57fa\u6e96\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e5%b0%8e%e5%85%a5%e3%81%ae%e9%80%b2%e3%82%81%e6%96%b92%ef%bd%9c%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e9%81%b8%e3%81%b3%e3%80%81%e6%95%b4%e3%81%88%e3%82%8b\" class=\"wp-block-heading\">\u5c0e\u5165\u306e\u9032\u3081\u65b92\uff5c\u30c7\u30fc\u30bf\u3092\u9078\u3073\u3001\u6574\u3048\u308b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53e4\u3044\u7248\u3068\u73fe\u884c\u7248\u304c\u6df7\u5728\u3057\u3066\u3044\u306a\u3044\u304b<\/li>\n\n\n\n<li>\u540c\u3058\u5185\u5bb9\u306e\u6587\u66f8\u304c\u8907\u6570\u306a\u3044\u304b<\/li>\n\n\n\n<li>\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u753b\u50cf\u306ePDF\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b<\/li>\n\n\n\n<li><strong>\u8ab0\u304c\u898b\u3066\u3088\u3044\u6587\u66f8\u304b\u306e\u533a\u5225\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4\u3064\u76ee\u3092\u5f8c\u56de\u3057\u306b\u3059\u308b\u3068\u3001\u3042\u3068\u304b\u3089\u6a29\u9650\u3092\u4ed8\u3051\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/strong>\u4eba\u4e8b\u8a55\u4fa1\u3084\u7d66\u4e0e\u306e\u6587\u66f8\u304c\u6df7\u3056\u3063\u305f\u307e\u307e\u5168\u793e\u516c\u958b\u3059\u308b\u4e8b\u6545\u306f\u3001\u3053\u3053\u3067\u9632\u304e\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e5%b0%8e%e5%85%a5%e3%81%ae%e9%80%b2%e3%82%81%e6%96%b93%ef%bd%9c%e5%88%86%e5%89%b2%e3%81%97%e3%80%81%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e5%8c%96%e3%81%97%e3%81%a6%e6%a0%bc%e7%b4%8d%e3%81%99%e3%82%8b\" class=\"wp-block-heading\">\u5c0e\u5165\u306e\u9032\u3081\u65b93\uff5c\u5206\u5272\u3057\u3001\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u683c\u7d0d\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u66f8\u3092\u30c1\u30e3\u30f3\u30af\u306b\u5207\u308a\u3001\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3067\u6570\u5024\u306b\u5909\u63db\u3057\u3001\u7d22\u5f15\u3092\u4ed8\u3051\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u5165\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u306e\u3068\u304d\u3001\u6587\u66f8\u306e\u5c5e\u6027\uff08\u90e8\u7f72\u30fb\u4f5c\u6210\u65e5\u30fb\u6a5f\u5bc6\u533a\u5206\uff09\u3082\u4e00\u7dd2\u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u5f8c\u3067\u300c\u55b6\u696d\u90e8\u306e\u3001\u4eca\u5e74\u306e\u8cc7\u6599\u3060\u3051\u300d\u3068\u7d5e\u308c\u308b\u304b\u3069\u3046\u304b\u304c\u3001\u3053\u3053\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e5%b0%8e%e5%85%a5%e3%81%ae%e9%80%b2%e3%82%81%e6%96%b94%ef%bd%9c%e6%a4%9c%e7%b4%a2%e3%81%a8llm%e3%82%92%e3%81%a4%e3%81%aa%e3%81%90\" class=\"wp-block-heading\">\u5c0e\u5165\u306e\u9032\u3081\u65b94\uff5c\u691c\u7d22\u3068LLM\u3092\u3064\u306a\u3050<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8cea\u554f\u3092\u53d7\u3051\u3066\u691c\u7d22\u3057\u3001\u53d6\u308a\u51fa\u3057\u305f\u5185\u5bb9\u3092AI\u3078\u6e21\u3059\u90e8\u5206\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6e21\u3059\u4ef6\u6570\u3068\u6587\u5b57\u6570\u306e\u4e0a\u9650\u3092\u3001\u6700\u521d\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u591a\u304f\u6e21\u305b\u3070\u826f\u304f\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u95a2\u4fc2\u306e\u8584\u3044\u6587\u66f8\u304c\u6df7\u3056\u308b\u3068\u3001\u7cbe\u5ea6\u306f\u4e0b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e5%b0%8e%e5%85%a5%e3%81%ae%e9%80%b2%e3%82%81%e6%96%b95%ef%bd%9c%e5%b0%8f%e3%81%95%e3%81%8f%e8%a9%a6%e3%81%97%e3%81%a6%e8%a9%95%e4%be%a1%e3%81%99%e3%82%8b%ef%bc%88poc%ef%bc%89\" class=\"wp-block-heading\">\u5c0e\u5165\u306e\u9032\u3081\u65b95\uff5c\u5c0f\u3055\u304f\u8a66\u3057\u3066\u8a55\u4fa1\u3059\u308b\uff08PoC\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3044\u304d\u306a\u308a\u5168\u793e\u306e\u6587\u66f8\u3092\u5165\u308c\u305a\u30011\u90e8\u7f72\u30fb1\u696d\u52d9\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>PoC\u306e\u5408\u683c\u6761\u4ef6\u3092\u3001\u59cb\u3081\u308b\u524d\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u300c\u4fbf\u5229\u305d\u3046\u300d\u3067\u7d42\u308f\u308bPoC\u306e\u591a\u304f\u306f\u3001\u5408\u683c\u306e\u5b9a\u7fa9\u304c\u7121\u3044\u307e\u307e\u59cb\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e5%b0%8e%e5%85%a5%e3%81%ae%e9%80%b2%e3%82%81%e6%96%b96%ef%bd%9c%e5%85%ac%e9%96%8b%e3%81%97%e3%81%a6%e3%80%81%e9%81%8b%e7%94%a8%e3%81%ab%e4%b9%97%e3%81%9b%e3%82%8b\" class=\"wp-block-heading\">\u5c0e\u5165\u306e\u9032\u3081\u65b96\uff5c\u516c\u958b\u3057\u3066\u3001\u904b\u7528\u306b\u4e57\u305b\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u65b0\u306e\u4ed5\u7d44\u307f\u3001\u6a29\u9650\u3001\u76e3\u8996\u3001\u554f\u3044\u5408\u308f\u305b\u7a93\u53e3\u3092\u6c7a\u3081\u3066\u516c\u958b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u624b\u4f5c\u696d\u3067\u306e\u518d\u6295\u5165\u306f\u3001\u5fc5\u305a\u6b62\u307e\u308a\u307e\u3059\u3002<\/strong>\u5143\u306e\u4fdd\u7ba1\u5834\u6240\u306e\u66f4\u65b0\u3092\u691c\u77e5\u3057\u3066\u81ea\u52d5\u3067\u5165\u308c\u76f4\u3059\u4ed5\u7d44\u307f\u3092\u3001\u6700\u521d\u304b\u3089\u7d44\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 id=\"%e3%82%bb%e3%82%ad%e3%83%a5%e3%83%aa%e3%83%86%e3%82%a3%e3%81%a8%e3%82%a2%e3%82%af%e3%82%bb%e3%82%b9%e6%a8%a9%e9%99%90\" class=\"wp-block-heading\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30a2\u30af\u30bb\u30b9\u6a29\u9650<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u898b\u3066\u3088\u3044\u4eba\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u72b6\u614b\u3092\u3001<strong>\u691c\u7d22\u306e\u6bb5\u968e\u3067<\/strong>\u62c5\u4fdd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u751f\u6210\u306e\u6bb5\u968e\u3067\u96a0\u3059\u306e\u3067\u306f\u9593\u306b\u5408\u3044\u307e\u305b\u3093\u3002<\/strong>\u691c\u7d22\u3067\u53d6\u308a\u51fa\u305b\u3066\u3057\u307e\u3063\u305f\u6642\u70b9\u3067\u3001\u305d\u306e\u5185\u5bb9\u306fAI\u306b\u6e21\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e6%83%85%e5%a0%b1%e6%bc%8f%e3%81%88%e3%81%84%e3%81%ae%e3%83%aa%e3%82%b9%e3%82%af%e3%81%a8%e5%af%be%e7%ad%96\" class=\"wp-block-heading\">\u60c5\u5831\u6f0f\u3048\u3044\u306e\u30ea\u30b9\u30af\u3068\u5bfe\u7b56<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5916\u90e8\u306eLLM\u3078\u9001\u308b\u5185\u5bb9\u304c\u3001\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044\u5951\u7d04\u306b\u306a\u3063\u3066\u3044\u308b\u304b<\/li>\n\n\n\n<li>\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u6587\u66f8\u3092\u3001\u305d\u3082\u305d\u3082\u5165\u308c\u306a\u3044\u533a\u5206\u306b\u3057\u3066\u3044\u308b\u304b<\/li>\n\n\n\n<li><strong>\u8ab0\u304c\u3044\u3064\u4f55\u3092\u805e\u3044\u305f\u304b\u306e\u30ed\u30b0\u3092\u6b8b\u3057\u3066\u3044\u308b\u304b<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\u3064\u76ee\u306f\u3001\u4e8b\u6545\u304c\u8d77\u304d\u305f\u3068\u304d\u306e\u8abf\u67fb\u306b\u5fc5\u8981\u3067\u3059\u3002<\/strong>\u5165\u308c\u308b\u524d\u306b\u6c7a\u3081\u3066\u304a\u304b\u306a\u3044\u3068\u3001\u5f8c\u304b\u3089\u9061\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 id=\"%e9%81%8b%e7%94%a8%e3%81%a8%e3%83%a1%e3%83%b3%e3%83%86%e3%83%8a%e3%83%b3%e3%82%b9%e3%81%ae%e3%82%b3%e3%83%84\" class=\"wp-block-heading\">\u904b\u7528\u3068\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306e\u30b3\u30c4<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u66f4\u65b0\u3092\u81ea\u52d5\u3067\u691c\u77e5\u3057\u3066\u5165\u308c\u76f4\u3059<\/li>\n\n\n\n<li>\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u8cea\u554f\u3092\u8a18\u9332\u3057\u3066\u3001\u8cc7\u6599\u306e\u7a74\u3068\u3057\u3066\u6271\u3046<\/li>\n\n\n\n<li><strong>\u4f7f\u308f\u308c\u65b9\u3092\u898b\u3066\u3001\u60f3\u5b9a\u8cea\u554f\u306e\u4e00\u89a7\u3092\u80b2\u3066\u308b<\/strong><\/li>\n\n\n\n<li>\u5b9a\u671f\u7684\u306b\u8a55\u4fa1\u3092\u56de\u3057\u3001\u52a3\u5316\u306b\u6c17\u3065\u3051\u308b\u3088\u3046\u306b\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2\u3064\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u5b89\u304f\u52b9\u304f\u6539\u5584\u3067\u3059\u3002<\/strong>\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u8cea\u554f\u306f\u3001\u305d\u306e\u307e\u307e\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u8cc7\u6599\u300d\u306e\u4e00\u89a7\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e7%a4%be%e5%86%85%e3%81%ab%e6%b5%b8%e9%80%8f%e3%81%95%e3%81%9b%e3%82%8b\" class=\"wp-block-heading\">\u793e\u5185\u306b\u6d78\u900f\u3055\u305b\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u3063\u3066\u3082\u4f7f\u308f\u308c\u306a\u3044RAG\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u300cAI\u306b\u805e\u304f\u300d\u3092\u65b0\u3057\u3044\u7fd2\u6163\u3068\u3057\u3066\u8db3\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u3044\u307e\u4f7f\u3063\u3066\u3044\u308b\u5834\u6240\uff08\u30c1\u30e3\u30c3\u30c8\u3084\u691c\u7d22\u7a93\uff09\u306e\u4e2d\u306b\u7f6e\u304f<\/strong>\u306e\u304c\u78ba\u5b9f\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e4%bd%93%e5%88%b6%e3%81%a8%e3%80%81%e5%a4%96%e9%83%a8%e3%81%ab%e9%a0%bc%e3%82%80%e3%81%8b%e3%81%a9%e3%81%86%e3%81%8b\" class=\"wp-block-heading\">\u4f53\u5236\u3068\u3001\u5916\u90e8\u306b\u983c\u3080\u304b\u3069\u3046\u304b<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><\/th><th>\u5411\u3044\u3066\u3044\u308b\u3068\u304d<\/th><th>\u6ce8\u610f\u70b9<\/th><\/tr><\/thead><tbody><tr><td><strong>\u81ea\u793e\u958b\u767a<\/strong><\/td><td>\u7d99\u7d9a\u3057\u3066\u80b2\u3066\u308b\u524d\u63d0\u304c\u3042\u308b\u3002\u793e\u5185\u306b\u6280\u8853\u8005\u304c\u3044\u308b<\/td><td>\u7acb\u3061\u4e0a\u3052\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002\u8a55\u4fa1\u306e\u4ed5\u7d44\u307f\u307e\u3067\u81ea\u4f5c\u3059\u308b<\/td><\/tr><tr><td><strong>\u5916\u90e8\u59d4\u8a17<\/strong><\/td><td>\u65e9\u304f\u7acb\u3061\u4e0a\u3052\u305f\u3044\u3002\u307e\u305a\u52b9\u679c\u3092\u78ba\u304b\u3081\u305f\u3044<\/td><td><strong>\u904b\u7528\u3068\u66f4\u65b0\u3092\u8ab0\u304c\u6301\u3064\u304b\u3092\u5951\u7d04\u306b\u66f8\u304f<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u59d4\u8a17\u5148\u3092\u9078\u3076\u3068\u304d\u306f\u3001\u69cb\u7bc9\u306e\u5b9f\u7e3e\u3088\u308a\u300c\u8a55\u4fa1\u306e\u65b9\u6cd5\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u4f5c\u308c\u308b\u4f1a\u793e\u306f\u591a\u304f\u3001\u826f\u304f\u306a\u3063\u305f\u304b\u3092\u6e2c\u308c\u308b\u4f1a\u793e\u306f\u591a\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u69cb\u7bc9\u306e\u624b\u9806\u3068\u8cbb\u7528\u306f<a href=\"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/12\/rag-hiyou-1entry-1fact\/\">RAG\u69cb\u7bc9\uff5c7\u3064\u306e\u624b\u9806\u3068\u30c1\u30e3\u30f3\u30af\u5206\u5272\u30fb\u691c\u7d22\u7cbe\u5ea6\u306e\u4e0a\u3052\u65b9<\/a>\u306b\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%81%a9%e3%81%ae%e3%81%8f%e3%82%89%e3%81%84%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e9%87%8f%e3%81%8c%e3%81%82%e3%82%8c%e3%81%b0%e5%a7%8b%e3%82%81%e3%82%89%e3%82%8c%e3%82%8b%e3%81%8b\" class=\"wp-block-heading\">\u3069\u306e\u304f\u3089\u3044\u306e\u30c7\u30fc\u30bf\u91cf\u304c\u3042\u308c\u3070\u59cb\u3081\u3089\u308c\u308b\u304b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e0b\u9650\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong>\u6570\u5341\u4ef6\u306e\u6587\u66f8\u3067\u3082\u52d5\u304d\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u4ef6\u6570\u3067\u306f\u306a\u304f\u3001<strong>\u60f3\u5b9a\u3059\u308b\u8cea\u554f\u306b\u7b54\u3048\u3089\u308c\u308b\u6750\u6599\u304c\u5165\u3063\u3066\u3044\u308b\u304b<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9006\u306b\u3001\u6570\u4e07\u4ef6\u3042\u3063\u3066\u3082\u7b54\u3048\u3089\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/strong>\u6587\u66f8\u306f\u3042\u308b\u304c\u3001\u805e\u304b\u308c\u308b\u3053\u3068\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3001\u3068\u3044\u3046\u72b6\u614b\u3067\u3059\u3002<strong>\u60f3\u5b9a\u8cea\u554f30\u4ef6\u304b\u3089\u9006\u306b\u6750\u6599\u3092\u96c6\u3081\u308b<\/strong>\u307b\u3046\u304c\u3001\u78ba\u5b9f\u306b\u7acb\u3061\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u307e\u3067\u304c\u3001RAG\u3068\u306f\u4f55\u304b\u3068\u3001\u305d\u306e\u4ed5\u7d44\u307f\u306e\u6559\u79d1\u66f8\u3069\u304a\u308a\u306e\u6574\u7406\u3067\u3059\u3002\u691c\u7d22\u3057\u3066\u3001\u6e21\u3057\u3066\u3001\u7b54\u3048\u3055\u305b\u308b\u3002\u30c7\u30fc\u30bf\u3092\u6574\u3048\u3001\u5207\u308a\u65b9\u3092\u76f4\u3057\u3001\u8a55\u4fa1\u3057\u3066\u3001\u66f4\u65b0\u3057\u7d9a\u3051\u308b\u3002<strong>\u3053\u306e\u9806\u756a\u3069\u304a\u308a\u306b\u7d44\u3081\u3070\u3001RAG\u306f\u52d5\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u306e\u8a18\u4e8b\u306e\u5f8c\u534a\u3067\u6271\u3046\u306e\u306f\u3001\u52d5\u3044\u305f\u305d\u306e\u5148\u3067\u3059\u3002<\/strong>\u6587\u66f8\u3092\u7247\u7aef\u304b\u3089\u5165\u308c\u3066\u691c\u7d22\u3055\u305b\u308b\u4f5c\u308a\u306f\u3001\u6700\u521d\u306e\u4e00\u6b69\u3068\u3057\u3066\u306f\u6b63\u3057\u3044\u3002<strong>\u305d\u3053\u304b\u3089\u4f38\u3073\u60a9\u3080\u7406\u7531\u3068\u3001\u5f37\u304f\u3057\u3066\u3044\u304f\u9806\u756a<\/strong>\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"knowledge-is-not-one-type\" class=\"wp-block-heading\"><span id=\"%e2%91%a0-%e7%a4%be%e5%86%85%e3%81%ae%e7%9f%a5%e8%ad%98%e3%81%af%e3%80%811%e7%a8%ae%e9%a1%9e%e3%81%a7%e3%81%af%e3%81%aa%e3%81%84\">\u2460 \u793e\u5185\u306e\u77e5\u8b58\u306f\u30011\u7a2e\u985e\u3067\u306f\u306a\u3044<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-1024x576.jpg\" alt=\"\u300c\u793e\u5185\u306e\u77e5\u8b58\u306f\u30011\u7a2e\u985e\u3067\u306f\u306a\u3044\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u307e\u305a\u3001\u793e\u5185\u306b\u3042\u308b\u77e5\u8b58\u3092\u3001\u7d20\u76f4\u306b\u4e26\u3079\u3066\u307f\u307e\u3059\" class=\"wp-image-2278\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-1024x576.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-300x169.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-768x432.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-1536x864.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-390x219.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-820x461.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1-1180x664.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/02-three-kinds-1.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u3001\u793e\u5185\u306b\u3042\u308b\u77e5\u8b58\u3092\u3001\u7d20\u76f4\u306b\u4e26\u3079\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u8868\u306e\u30c7\u30fc\u30bf\uff08\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff09<\/strong>\u3002\u9867\u5ba2\u30de\u30b9\u30bf\u3001\u58f2\u4e0a\u3001\u5728\u5eab\u3001\u5951\u7d04\u3002\u8868\u306e\u5f62\u3092\u3057\u3066\u3044\u3066\u3001\u6570\u5024\u306e\u96c6\u8a08\u3084\u3001\u6b63\u78ba\u306a\u7d5e\u308a\u8fbc\u307f\u304c\u6c42\u3081\u3089\u308c\u308b\u3082\u306e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u6587\u66f8\uff08\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff09<\/strong>\u3002\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u8b70\u4e8b\u9332\u3001\u65e5\u5831\u3001\u63d0\u6848\u66f8\u3002\u6587\u7ae0\u306e\u5f62\u3092\u3057\u3066\u3044\u3066\u3001\u300c\u3060\u3044\u305f\u3044\u3053\u3046\u3044\u3046\u3053\u3068\u304c\u66f8\u3044\u3066\u3042\u308b\u6587\u66f8\u300d\u3092\u63a2\u3057\u305f\u3044\u3082\u306e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u3064\u306a\u304c\u308a\uff08\u95a2\u4fc2\u6027\u60c5\u5831\uff09<\/strong>\u3002\u3053\u306e\u90e8\u7f72\u306f\u3069\u306e\u90e8\u7f72\u306e\u4e0b\u306b\u3042\u308b\u304b\u3001\u3053\u306e\u6a5f\u80fd\u306f\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u304b\u3002\u70b9\u3068\u70b9\u306e\u300c\u3064\u306a\u304c\u308a\u300d\u305d\u306e\u3082\u306e\u304c\u77e5\u8b58\u306b\u306a\u3063\u3066\u3044\u308b\u3082\u306e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e3\u3064\u306f\u3001<strong>\u554f\u3044\u306e\u304b\u305f\u3061\u304c\u9055\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5148\u6708\u306e\u6771\u4eac\u30a8\u30ea\u30a2\u306e\u58f2\u4e0a\u5408\u8a08\u306f\uff1f\u300d\u2014\u2014\u3053\u308c\u306f\u8868\u3078\u306e\u554f\u3044\u3067\u3059\u3002\u7b54\u3048\u306f1\u3064\u306b\u5b9a\u307e\u308a\u3001\u9593\u9055\u3063\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002<strong>\u3053\u308c\u306f\u201c\u4f3c\u305f\u6587\u3092\u63a2\u3059\u201d\u4ed5\u4e8b\u3067\u306f\u306a\u304f\u3001\u201c\u53f0\u5e33\u3092\u6b63\u78ba\u306b\u8db3\u3057\u7b97\u3059\u308b\u201d\u4ed5\u4e8b<\/strong>\u3067\u3059\u3002\u96fb\u5353\u306e\u62c5\u5f53\u3067\u3001\u610f\u5473\u691c\u7d22\u306e\u62c5\u5f53\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u914d\u9001\u9045\u5ef6\u306e\u3068\u304d\u306e\u8fd4\u91d1\u30dd\u30ea\u30b7\u30fc\u306f\uff1f\u300d\u2014\u2014\u3053\u308c\u306f\u6587\u66f8\u3078\u306e\u554f\u3044\u3067\u3059\u3002\u8fd1\u3044\u610f\u5473\u306e\u8a18\u8ff0\u3092\u63a2\u3057\u3066\u304d\u3066\u3001\u8981\u7d04\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u3053\u306e\u6a5f\u80fd\u3092\u6b62\u3081\u305f\u3089\u3001\u3069\u3053\u306b\u5f71\u97ff\u304c\u51fa\u308b\uff1f\u300d\u2014\u2014\u3053\u308c\u306f\u3064\u306a\u304c\u308a\u3078\u306e\u554f\u3044\u3067\u3059\u3002\u95a2\u4fc2\u30921\u6b69\u305a\u3064\u305f\u3069\u3063\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3044\u308f\u3086\u308b\u666e\u901a\u306eRAG\u304c\u4f7f\u3046<strong>\u30d9\u30af\u30c8\u30eb\u691c\u7d22<\/strong>\uff08\u6587\u7ae0\u3092\u300c\u610f\u5473\u306e\u5ea7\u6a19\u300d\u306b\u5909\u63db\u3057\u3066\u3001\u8fd1\u3044\u3082\u306e\u3092\u63a2\u3059\u65b9\u6cd5\uff09\u306f\u3001\u771f\u3093\u4e2d\u306e\u554f\u3044\u304c\u5f97\u610f\u3067\u3059\u3002\u305f\u3060\u3001<strong>\u610f\u5473\u306f\u63b4\u3081\u3066\u3082\u3001\u578b\u756a\u3084\u4eba\u540d\u306e\u3088\u3046\u306a\u201c\u8a9e\u53e5\u306e\u53b3\u5bc6\u306a\u4e00\u81f4\u201d\u306f\u53d6\u308a\u3053\u307c\u3057\u3084\u3059\u3044<\/strong>\u3068\u3044\u3046\u7656\u304c\u3042\u308a\u307e\u3059\u3002\u300cXR-200\u3068\u3044\u3046\u578b\u756a\u306e\u4e0d\u5177\u5408\u300d\u3092\u63a2\u3057\u305f\u3044\u306e\u306b\u3001\u610f\u5473\u306e\u8fd1\u3044\u5225\u306e\u578b\u756a\u306e\u6587\u66f8\u3092\u6301\u3063\u3066\u304d\u3066\u3057\u307e\u3046\u3001\u3068\u3044\u3046\u3084\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u3001\u793e\u5185\u6587\u66f8\u3092\u5168\u90e8\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306b\u4efb\u305b\u308b\u4f5c\u308a\u306f\u3001\u610f\u5473\u3067\u63a2\u3059\u554f\u3044\u306b\u306f\u5f37\u3044\u4e00\u65b9\u3067\u3001<strong>\u6b63\u78ba\u306a\u96c6\u8a08\uff08\u8868\uff09<\/strong>\u306b\u3082\u3001<strong>\u53b3\u5bc6\u306a\u8a9e\u53e5\u4e00\u81f4<\/strong>\u306b\u3082\u3001<strong>\u95a2\u4fc2\u3092\u305f\u3069\u308b\u554f\u3044<\/strong>\u306b\u3082\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u5341\u5206\u306b\u5c4a\u304d\u307e\u305b\u3093\u3002\u3053\u308c\u306f\u8155\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001<strong>\u9053\u5177\u306e\u5f97\u610f\u5206\u91ce\u306e\u554f\u984c<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<h2 id=\"strengthen-single-document-search\" class=\"wp-block-heading\"><span id=\"%e2%91%a1-%e3%81%9d%e3%81%ae%e5%89%8d%e3%81%ab%e2%80%95%e2%80%95%e3%81%be%e3%81%9a%e3%80%8c%e3%81%b2%e3%81%a8%e3%81%a4%e3%81%ae%e6%96%87%e6%9b%b8%e6%a4%9c%e7%b4%a2%e3%80%8d%e3%82%92%e5%bc%b7%e3%81%8f\">\u2461 \u305d\u306e\u524d\u306b\u2015\u2015\u307e\u305a\u300c\u3072\u3068\u3064\u306e\u6587\u66f8\u691c\u7d22\u300d\u3092\u5f37\u304f\u3059\u308b<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/03-hybrid-rerank-1-1024x576.jpg\" alt=\"\u300c\u305d\u306e\u524d\u306b\u2015\u2015\u307e\u305a\u300c\u3072\u3068\u3064\u306e\u6587\u66f8\u691c\u7d22\u300d\u3092\u5f37\u304f\u3059\u308b\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u3053\u3053\u304c\u3001\u3044\u3061\u3070\u3093\u98db\u3070\u3055\u308c\u304c\u3061\u3067\u3001\u3044\u3061\u3070\u3093\u52b9\u304f\u3068\u3053\u308d\u3067\u3059\" class=\"wp-image-2279\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/03-hybrid-rerank-1-1024x576.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/03-hybrid-rerank-1-300x169.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/03-hybrid-rerank-1-768x432.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/03-hybrid-rerank-1-1536x864.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/03-hybrid-rerank-1-390x219.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/03-hybrid-rerank-1-820x461.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/03-hybrid-rerank-1-1180x664.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/03-hybrid-rerank-1.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u304c\u3001\u3044\u3061\u3070\u3093\u98db\u3070\u3055\u308c\u304c\u3061\u3067\u3001\u3044\u3061\u3070\u3093\u52b9\u304f\u3068\u3053\u308d\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u7cbe\u5ea6\u304c\u51fa\u306a\u3044\u300d\u3068\u3001\u3059\u3050\u5225\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8db3\u3057\u305f\u304f\u306a\u308a\u307e\u3059\u3002\u3067\u3082\u3001\u305d\u306e\u524d\u306b\u3084\u308b\u3079\u304d\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<strong>\u540c\u3058\u6587\u66f8\u691c\u7d22\u3092\u3001\u4e8c\u6bb5\u69cb\u3048\u3067\u5f37\u304f\u3059\u308b<\/strong>\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e00\u6bb5\u76ee\uff1a\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3002<\/strong> 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class=\"wp-block-paragraph\"><strong>\u4e8c\u6bb5\u76ee\uff1a\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3002<\/strong> 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class=\"wp-block-paragraph\"><strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\uff0b\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3068\u306f\u3001\u610f\u5473\u691c\u7d22\u3060\u3051\u306b\u983c\u3089\u305a\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u4e00\u81f4\u3068\u610f\u5473\u306e\u8fd1\u3055\u3092\u4f75\u7528\u3057\u3066\u5019\u88dc\u3092\u96c6\u3081\u3001\u305d\u308c\u3092\u7cbe\u8aad\u30e2\u30c7\u30eb\u3067\u4e26\u3079\u66ff\u3048\u308b\u4e8c\u6bb5\u69cb\u3048\u306e\u6587\u66f8\u691c\u7d22\u306e\u3053\u3068\u3067\u3059\u3002<\/strong> \u5730\u5473\u3067\u3059\u304c\u3001\u300cRAG\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u300d\u3068\u3044\u3046\u8a71\u306e\u3001\u6700\u521d\u306b\u3057\u3066\u6700\u5927\u306e\u30ec\u30d0\u30fc\u306f\u3001\u305f\u3044\u3066\u3044\u3053\u3053\u306b\u3042\u308a\u307e\u3059\u3002\u5225\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8db3\u3059\u306e\u306f\u3001\u3053\u3053\u3092\u3084\u308a\u5207\u3063\u3066\u304b\u3089\u3067\u5341\u5206\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff08\u3042\u308f\u305b\u3066\u3001\u6587\u66f8\u3092\u3069\u3046\u533a\u5207\u3063\u3066\u5165\u308c\u308b\u304b\uff1d\u30c1\u30e3\u30f3\u30af\u8a2d\u8a08\u3084\u3001\u90e8\u7f72\u30fb\u65e5\u4ed8\u306a\u3069\u3067\u7d5e\u308a\u8fbc\u3080\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u4ed8\u3051\u65b9\u3082\u3001\u7cbe\u5ea6\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002\u6d3e\u624b\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5b9f\u88c5\u306e\u624b\u9593\u306e\u591a\u304f\u306f\u5b9f\u306f\u3053\u3053\u306b\u4e57\u308a\u307e\u3059\u3002\uff09<\/p>\n\n\n\n<h2 id=\"search-strategy-is-multifaceted\" class=\"wp-block-heading\"><span id=\"%e2%91%a2-%e3%81%a0%e3%81%8b%e3%82%89%e3%80%81%e6%a4%9c%e7%b4%a2%e3%81%ae%e3%80%8c%e6%88%a6%e7%95%a5%e3%80%8d%e3%81%af%e5%a4%9a%e9%9d%a2%e7%9a%84%e3%81%ab%e3%81%aa%e3%82%8b\">\u2462 \u3060\u304b\u3089\u3001\u691c\u7d22\u306e\u300c\u6226\u7565\u300d\u306f\u591a\u9762\u7684\u306b\u306a\u308b<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/04-multi-faceted-1-1024x576.jpg\" alt=\"\u300c\u3060\u304b\u3089\u3001\u691c\u7d22\u306e\u300c\u6226\u7565\u300d\u306f\u591a\u9762\u7684\u306b\u306a\u308b\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u6587\u66f8\u691c\u7d22\u3092\u5f37\u304f\u3057\u3066\u3082\u3001\u2460\u3067\u898b\u305f\u3068\u304a\u308a\u3001\u8868\u3078\u306e\u554f\u3044\u3068\u3064\u306a\u304c\u308a\u3078\u306e\u554f\u3044\u306f\u3001\u307e\u3060\u6b8b\u3063\u3066\u3044\u307e\u3059\" class=\"wp-image-2280\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/04-multi-faceted-1-1024x576.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/04-multi-faceted-1-300x169.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/04-multi-faceted-1-768x432.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/04-multi-faceted-1-1536x864.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/04-multi-faceted-1-390x219.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/04-multi-faceted-1-820x461.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/04-multi-faceted-1-1180x664.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/04-multi-faceted-1.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u66f8\u691c\u7d22\u3092\u5f37\u304f\u3057\u3066\u3082\u3001\u2460\u3067\u898b\u305f\u3068\u304a\u308a\u3001<strong>\u8868\u3078\u306e\u554f\u3044<\/strong>\u3068<strong>\u3064\u306a\u304c\u308a\u3078\u306e\u554f\u3044<\/strong>\u306f\u3001\u307e\u3060\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u521d\u3081\u3066\u3001\u9053\u5177\u3092\u5897\u3084\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5897\u3084\u3059\u306e\u306f\u300c\u7bb1\u300d\u3067\u306f\u306a\u304f\u300c\u6226\u7565\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8868\u306e\u30c7\u30fc\u30bf\u306b\u306f\u3001SQL\u3002<\/strong> \u9867\u5ba2\u3084\u58f2\u4e0a\u306e\u3088\u3046\u306a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08RDB\u3002SQL\u3067\u6b63\u78ba\u306a\u96c6\u8a08\u30fb\u7d5e\u308a\u8fbc\u307f\u30fb\u7d50\u5408\u304c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff09\u3067\u6271\u3046\u306e\u304c\u6b63\u89e3\u3067\u3059\u3002\u3053\u3053\u3067\u4f7f\u3046\u306e\u304c<strong>text-to-SQL<\/strong>\u2015\u2015<strong>\u4eba\u306e\u8cea\u554f\u3092\u3001AI\u304cSQL\u3068\u3044\u3046\u96c6\u8a08\u306e\u8a00\u8449\u306b\u7ffb\u8a33\u3057\u3066\u3001\u53f0\u5e33\u3092\u6b63\u78ba\u306b\u8a08\u7b97\u3055\u305b\u308b<\/strong>\u3084\u308a\u65b9\u3067\u3059\u3002\u300c\u5148\u6708\u306e\u6771\u4eac\u306e\u58f2\u4e0a\u300d\u306f\u3001\u6587\u7ae0\u3092\u610f\u5473\u691c\u7d22\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001SQL\u3067\u8db3\u3057\u7b97\u3055\u305b\u308b\u3002<strong>\u96fb\u5353\u306e\u4ed5\u4e8b\u306f\u3001\u96fb\u5353\u306b\u3084\u3089\u305b\u308b<\/strong>\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6587\u66f8\u306b\u306f\u3001\u2461\u3067\u5f37\u304f\u3057\u305f\u610f\u5473\u691c\u7d22\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\uff0b\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\uff09\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u3064\u306a\u304c\u308a\u306b\u306f\u3001\u30b0\u30e9\u30d5\u3002<\/strong> 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class=\"wp-block-paragraph\">\u3053\u306e\u300c\u554f\u3044\u306e\u6027\u8cea\u3054\u3068\u306b\u3001\u9069\u3057\u305f\u691c\u7d22\u6226\u7565\u3092\u4f7f\u3044\u5206\u3051\u308b\u300d\u8a2d\u8a08\u3092\u3001\u3053\u3053\u3067\u306f<strong>\u300c\u591a\u9762\u7684RAG\u300d<\/strong>\u3068\u547c\u3073\u307e\u3059\u3002<strong>\u591a\u9762\u7684RAG\u3068\u306f\u3001\u3059\u3079\u3066\u3092\u3072\u3068\u3064\u306e\u691c\u7d22\u306b\u62bc\u3057\u8fbc\u3080\u306e\u3067\u306f\u306a\u304f\u3001\u8868\u306fSQL\u3001\u6587\u66f8\u306f\u610f\u5473\u691c\u7d22\u3001\u3064\u306a\u304c\u308a\u306f\u30b0\u30e9\u30d5\u3001\u3068\u554f\u3044\u306e\u6027\u8cea\u306b\u5408\u308f\u305b\u3066\u691c\u7d22\u306e\u6226\u7565\u3092\u4f7f\u3044\u5206\u3051\u308bRAG\u306e\u3053\u3068\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3072\u3068\u3064\u3001\u5b9f\u52d9\u3067\u8aa4\u89e3\u3055\u308c\u3084\u3059\u3044\u70b9\u3092\u88dc\u8db3\u3057\u307e\u3059\u3002<strong>\u3053\u308c\u306f\u300c\u7269\u7406\u7684\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30923\u3064\u7acb\u3066\u3066\u7d71\u5408\u3059\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong> \u305f\u3068\u3048\u3070PostgreSQL\u306bpgvector\u3068\u3044\u3046\u62e1\u5f35\u3092\u8db3\u305b\u3070\u3001SQL\u306e\u96c6\u8a08\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306f\u540c\u30581\u3064\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e2d\u3067\u3067\u304d\u307e\u3059\u3002\u5927\u4e8b\u306a\u306e\u306f\u7bb1\u306e\u6570\u3067\u306f\u306a\u304f\u3001<strong>\u554f\u3044\u306b\u5fdc\u3058\u3066\u691c\u7d22\u306e\u6226\u7565\u3092\u9078\u3079\u308b\u3053\u3068<\/strong>\u3067\u3059\u3002\u300c3\u7a2e\u985e\u300d\u306a\u306e\u306f\u3001\u77e5\u8b58\u306e\u6027\u8cea\u3068\u554f\u3044\u306e\u304b\u305f\u3061\u3067\u3042\u3063\u3066\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u53f0\u6570\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u304a\u3001\u300c\u30b0\u30e9\u30d5\u300d\u3068\u805e\u3044\u3066\u601d\u3044\u6d6e\u304b\u3079\u308b\u6700\u8fd1\u306e\u6280\u8853\u306b <strong>GraphRAG<\/strong> \u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u306f\u5c11\u3057\u5225\u7269\u306a\u306e\u3067\u5207\u308a\u5206\u3051\u3066\u304a\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306e\u300c\u30b0\u30e9\u30d5\u300d\u306f\u3001\u3042\u3089\u304b\u3058\u3081\u5206\u304b\u3063\u3066\u3044\u308b\u95a2\u4fc2\uff08\u7d44\u7e54\u56f3\u30fb\u4f9d\u5b58\u95a2\u4fc2\uff09\u3092\u4fdd\u6301\u3057\u3066\u305f\u3069\u308b\u8a71\u3002\u4e00\u65b9\u306e<strong>GraphRAG\u306f\u3001\u5927\u91cf\u306e\u6587\u66f8\u304b\u3089AI\u304c\u81ea\u52d5\u3067\u201c\u767b\u5834\u4eba\u7269\u306e\u76f8\u95a2\u56f3\u201d\u3092\u7d44\u307f\u7acb\u3066\u3001\u300c\u4eca\u671f\u306e\u5168\u793e\u7684\u306a\u30c6\u30fc\u30de\u306f\u4f55\u304b\u300d\u3068\u3044\u3063\u305f\u3001\u6587\u66f8\u5168\u4f53\u3092\u898b\u6e21\u3055\u306a\u3044\u3068\u7b54\u3048\u3089\u308c\u306a\u3044\u554f\u3044\u306b\u4f7f\u3046<\/strong>\u624b\u6cd5\u3067\u3059\u3002\u300c\u95a2\u4fc2\u3092\u683c\u7d0d\u3057\u3066\u305f\u3069\u308b\u300d\u306e\u3068\u3001\u300c\u6587\u66f8\u304b\u3089\u95a2\u4fc2\u3092\u63cf\u304d\u8d77\u3053\u3057\u3066\u4fef\u77b0\u3059\u308b\u300d\u306e\u306f\u3001\u76ee\u7684\u304c\u9055\u3044\u307e\u3059\u3002\u6df7\u540c\u3057\u306a\u3044\u3067\u304a\u304f\u3068\u3001\u8a2d\u8a08\u3092\u8aa4\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 id=\"agentic-rag\" class=\"wp-block-heading\"><span id=\"%e2%91%a3-%e5%95%8f%e3%81%84%e3%81%ab%e5%bf%9c%e3%81%98%e3%81%a6%e9%81%b8%e3%81%b3%e3%80%81%e5%bf%85%e8%a6%81%e3%81%aa%e3%82%89%e4%bd%95%e5%ba%a6%e3%82%82%e5%8f%96%e3%82%8a%e3%81%ab%e3%81%84%e3%81%8f\">\u2463 \u554f\u3044\u306b\u5fdc\u3058\u3066\u9078\u3073\u3001\u5fc5\u8981\u306a\u3089\u4f55\u5ea6\u3082\u53d6\u308a\u306b\u3044\u304f\u2015\u2015Agentic RAG<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/05-agentic-1-1024x576.jpg\" alt=\"\u300c\u554f\u3044\u306b\u5fdc\u3058\u3066\u9078\u3073\u3001\u5fc5\u8981\u306a\u3089\u4f55\u5ea6\u3082\u53d6\u308a\u306b\u3044\u304f\u2015\u2015Agentic RAG\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u6226\u7565\u304c\u8907\u6570\u3042\u308b\u306a\u3089\u3001\u6b21\u306f\u300c\u3069\u306e\u554f\u3044\u306b\u3001\u3069\u306e\u691c\u7d22\u3092\u5411\u3051\u308b\u304b\u300d\u3068\u3044\u3046\u4ea4\u901a\u6574\u7406\u304c\u8981\u308a\u307e\u3059\" class=\"wp-image-2281\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/05-agentic-1-1024x576.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/05-agentic-1-300x169.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/05-agentic-1-768x432.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/05-agentic-1-1536x864.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/05-agentic-1-390x219.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/05-agentic-1-820x461.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/05-agentic-1-1180x664.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/05-agentic-1.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6226\u7565\u304c\u8907\u6570\u3042\u308b\u306a\u3089\u3001\u6b21\u306f\u300c\u3069\u306e\u554f\u3044\u306b\u3001\u3069\u306e\u691c\u7d22\u3092\u5411\u3051\u308b\u304b\u300d\u3068\u3044\u3046\u4ea4\u901a\u6574\u7406\u304c\u8981\u308a\u307e\u3059\u3002\u3053\u3053\u3092\u4eba\u9593\u304c\u56fa\u5b9a\u306e\u30eb\u30fc\u30eb\u3067\u66f8\u304d\u5207\u308d\u3046\u3068\u3059\u308b\u3068\u3001\u3059\u3050\u82e6\u3057\u304f\u306a\u308a\u307e\u3059\u3002\u73fe\u5b9f\u306e\u554f\u3044\u306f\u3001\u304d\u308c\u3044\u306b\u5206\u304b\u308c\u3066\u304f\u308c\u306a\u3044\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u3053\u306e\u9867\u5ba2\u306b\u3001\u53bb\u5e74\u63d0\u6848\u3057\u305f\u5185\u5bb9\u3068\u8fd1\u3044\u3082\u306e\u3092\u3001\u3082\u3046\u4e00\u5ea6\u51fa\u3057\u305f\u3044\u300d\u2014\u2014\u3053\u308c\u306f\u3001<strong>\u9867\u5ba2\u306e\u7279\u5b9a\uff08SQL\uff09<\/strong>\u3068\u3001<strong>\u904e\u53bb\u63d0\u6848\u306e\u610f\u5473\u691c\u7d22\uff08\u6587\u66f8\uff09<\/strong>\u3068\u3001<strong>\u6848\u4ef6\u306e\u3064\u306a\u304c\u308a\uff08\u30b0\u30e9\u30d5\uff09<\/strong>\u304c\u30011\u3064\u306e\u554f\u3044\u306b\u6df7\u3056\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u3001\u4ea4\u901a\u6574\u7406\u305d\u306e\u3082\u306e\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u4efb\u305b\u307e\u3059\u3002\u3053\u3053\u3067\u5927\u4e8b\u306a\u306e\u306f\u3001Agentic RAG\u306f\u300c\u632f\u308a\u5206\u3051\u300d\u3060\u3051\u3067\u306f\u306a\u3044\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u4e2d\u8eab\u306f\u3001\u3060\u3044\u305f\u30444\u3064\u306e\u52d5\u304d\u3067\u3067\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u2460\u554f\u3044\u3092\u7406\u89e3\u3057\u3066\u3001\u5206\u89e3\u3059\u308b<\/strong>\uff08\u300c\u9867\u5ba2\u3092\u7279\u5b9a\u3057\u3066\u300d\u300c\u305d\u306e\u9867\u5ba2\u306e\u904e\u53bb\u63d0\u6848\u3092\u63a2\u3057\u3066\u300d\u300c\u8fd1\u3044\u6848\u4ef6\u3092\u305f\u3069\u3063\u3066\u300d\u3068\u5c0f\u3055\u306a\u554f\u3044\u306b\u5272\u308b\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u2461\u305d\u308c\u305e\u308c\u306b\u3001\u3069\u306e\u691c\u7d22\u3092\u4f7f\u3046\u304b\u9078\u3076<\/strong>\uff08\u3053\u308c\u304c\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u2462\u8db3\u308a\u306a\u3051\u308c\u3070\u3001\u3082\u3046\u4e00\u5ea6\u53d6\u308a\u306b\u3044\u304f<\/strong>\uff08\u4e00\u5ea6\u3067\u8db3\u308a\u306a\u3044\u591a\u6bb5\u306e\u8abf\u3079\u3082\u306e\u3002multi-hop\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u2463\u7b54\u3048\u3092\u81ea\u5206\u3067\u70b9\u691c\u3057\u3066\u304b\u3089\u8fd4\u3059<\/strong>\uff08\u53d6\u3063\u3066\u304d\u305f\u6839\u62e0\u3067\u672c\u5f53\u306b\u7b54\u3048\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u3002self-reflection\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Agentic RAG\u3068\u306f\u3001\u554f\u3044\u3092\u5206\u89e3\u3057\u3001\u5fc5\u8981\u306a\u691c\u7d22\u3092\u9078\u3073\u3001\u8db3\u308a\u306a\u3051\u308c\u3070\u53d6\u308a\u76f4\u3057\u3001\u7b54\u3048\u3092\u81ea\u5df1\u70b9\u691c\u3057\u3066\u304b\u3089\u8fd4\u3059RAG\u306e\u3053\u3068\u3067\u3059\u3002<\/strong> \u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u305d\u306e\u4e00\u90e8\u3067\u3042\u3063\u3066\u3001\u5168\u90e8\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<strong>\u4eba\u9593\u304c\u8cc7\u6599\u3092\u8abf\u3079\u308b\u3068\u304d\u3001\u4e00\u56de\u691c\u7d22\u3057\u3066\u7d42\u308f\u308a\u306b\u306f\u305b\u305a\u3001\u8db3\u308a\u306a\u3051\u308c\u3070\u8abf\u3079\u76f4\u3057\u3001\u7b54\u3048\u3092\u898b\u76f4\u3057\u307e\u3059\u3088\u306d\u3002\u3042\u308c\u3092\u305d\u306e\u307e\u307e\u4ed5\u7d44\u307f\u306b\u3057\u305f\u3082\u306e<\/strong>\u3001\u3068\u601d\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff08\u3088\u304f\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u78ba\u7387\u7684\u306b\u6700\u9069\u306a\u77e5\u8b58\u3092\u5408\u6210\u3059\u308b\u300d\u3068\u8aac\u660e\u3055\u308c\u307e\u3059\u304c\u3001\u6b63\u78ba\u306b\u306f\u201c\u78ba\u7387\u3067\u826f\u304f\u306a\u308b\u201d\u306e\u3067\u306f\u306a\u304f\u3001\u3053\u306e\u5206\u89e3\u30fb\u9078\u629e\u30fb\u518d\u53d6\u5f97\u30fb\u70b9\u691c\u3068\u3044\u3046\u624b\u7d9a\u304d\u3067\u7cbe\u5ea6\u3092\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u306f\u8aa4\u89e3\u3055\u308c\u3084\u3059\u3044\u3068\u3053\u308d\u3067\u3059\u3002\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u304a\u3001\u4f55\u3067\u3082\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5224\u65ad\u306b\u4efb\u305b\u308c\u3070\u3044\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002SQL\u306e\u96c6\u8a08\u306e\u3088\u3046\u306b\u7b54\u3048\u304c1\u3064\u306b\u5b9a\u307e\u308b\u51e6\u7406\u306f\u3001\u78ba\u5b9f\u306a\u95a2\u6570\u51e6\u7406\u306e\u5074\u306b\u6b8b\u3059\u3002<strong>\u3069\u3053\u307e\u3067\u3092AI\u306e\u5224\u65ad\u306b\u4efb\u305b\u3001\u3069\u3053\u3092\u78ba\u5b9f\u306a\u51e6\u7406\u306b\u6b8b\u3059\u304b\u3068\u3044\u3046\u7dda\u5f15\u304d<\/strong>\u306f\u3001<a href=\"\/ai-startup\/llm-vs-function-boundary\/\">LLM\u306b\u4efb\u305b\u308b\u9818\u57df\u3068\u3001\u95a2\u6570\u51e6\u7406\u306b\u6b8b\u3059\u9818\u57df\u306e\u5883\u754c<\/a>\u3068\u3057\u3066\u5225\u306e\u8a18\u4e8b\u306b\u66f8\u3044\u305f\u306e\u3068\u3001\u540c\u3058\u8a2d\u8a08\u554f\u984c\u3067\u3059\u3002<\/p>\n\n\n\n<h2 id=\"update-evaluate-and-self-run\" class=\"wp-block-heading\"><span id=\"%e2%91%a4-%e4%bd%9c%e3%81%a3%e3%81%a6%e7%b5%82%e3%82%8f%e3%82%8a%e3%81%ab%e3%81%97%e3%81%aa%e3%81%84%e2%80%95%e2%80%95%e6%9b%b4%e6%96%b0%e3%81%97%e3%80%81%e8%a9%95%e4%be%a1%e3%81%97%e3%80%81%e8%87%aa\">\u2464 \u4f5c\u3063\u3066\u7d42\u308f\u308a\u306b\u3057\u306a\u3044\u2015\u2015\u66f4\u65b0\u3057\u3001\u8a55\u4fa1\u3057\u3001\u81ea\u8d70\u3055\u305b\u308b<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/06-operate-and-hand-off-1-1024x576.jpg\" alt=\"\u300c\u4f5c\u3063\u3066\u7d42\u308f\u308a\u306b\u3057\u306a\u3044\u2015\u2015\u66f4\u65b0\u3057\u3001\u8a55\u4fa1\u3057\u3001\u81ea\u8d70\u3055\u305b\u308b\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u3082\u30461\u3064\u3001\u3042\u308b\u3079\u304d\u304b\u305f\u3061\u3068\u3057\u3066\u66f8\u3044\u3066\u304a\u304d\u305f\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\" class=\"wp-image-2282\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/06-operate-and-hand-off-1-1024x576.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/06-operate-and-hand-off-1-300x169.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/06-operate-and-hand-off-1-768x432.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/06-operate-and-hand-off-1-1536x864.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/06-operate-and-hand-off-1-390x219.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/06-operate-and-hand-off-1-820x461.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/06-operate-and-hand-off-1-1180x664.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/06-operate-and-hand-off-1.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u30461\u3064\u3001\u3042\u308b\u3079\u304d\u304b\u305f\u3061\u3068\u3057\u3066\u66f8\u3044\u3066\u304a\u304d\u305f\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>RAG\u306f\u3001\u4f5c\u3063\u3066\u7d0d\u54c1\u3057\u305f\u3089\u5b8c\u6210\u3001\u3068\u3044\u3046\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4f5c\u3063\u3066\u304b\u3089\u304c\u672c\u756a\u3067\u3059\u3002<\/strong> \u691c\u8a3c\u3067\u624b\u5fdc\u3048\u304c\u3042\u3063\u305f\u306e\u306b\u672c\u756a\u306b\u8fbf\u308a\u7740\u304b\u306a\u3044RAG\u306e\u591a\u304f\u306f\u3001\u7cbe\u5ea6\u3067\u306f\u306a\u304f\u3001\u3053\u306e\u300c\u4f5c\u3063\u3066\u304b\u3089\u300d\u306e\u8a2d\u8a08\u3092\u5f8c\u56de\u3057\u306b\u3057\u305f\u3068\u3053\u308d\u3067\u6b62\u307e\u3063\u3066\u3044\u307e\u3059\uff08<a href=\"\/ai-startup\/ai-poc-burial\/\">PoC\u304c\u672c\u756a\u306b\u8fbf\u308a\u7740\u304b\u306a\u3044\u69cb\u9020<\/a>\u306b\u3064\u3044\u3066\u306f\u3001\u5225\u306e\u8a18\u4e8b\u306b\u66f8\u304d\u307e\u3057\u305f\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53c2\u7167\u3059\u308b\u30c7\u30fc\u30bf\u306f\u3001\u65e5\u3005\u5909\u308f\u308a\u307e\u3059\u3002\u65b0\u3057\u3044\u30de\u30cb\u30e5\u30a2\u30eb\u304c\u5897\u3048\u3001\u53e4\u3044\u898f\u7a0b\u304c\u5ec3\u6b62\u3055\u308c\u308b\u3002\u3053\u306e\u66f4\u65b0\u304c\u6b62\u307e\u3063\u305f\u77ac\u9593\u304b\u3089\u3001RAG\u306f\u9759\u304b\u306b\u52a3\u5316\u3057\u307e\u3059\u3002\u9593\u9055\u3063\u305f\u3053\u3068\u3092\u8a00\u3044\u51fa\u3059\u306e\u3067\u306f\u306a\u304f\u3001<strong>\u5c11\u3057\u305a\u3064\u3001\u81ea\u4fe1\u3092\u6301\u3063\u3066\u300c\u53e4\u3044\u6b63\u89e3\u300d\u3092\u8fd4\u3059\u3088\u3046\u306b\u306a\u308b<\/strong>\u3001\u3068\u3044\u3046\u4e00\u756a\u6c17\u3065\u304d\u306b\u304f\u3044\u5f62\u3067\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3060\u304b\u3089\u3001<strong>\u52a3\u5316\u3092\u6570\u5b57\u3067\u6355\u307e\u3048\u308b\u4ed5\u7d44\u307f<\/strong>\u3092\u30bb\u30c3\u30c8\u3067\u6301\u3061\u307e\u3059\u3002RAG\u306e\u8a55\u4fa1\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u89b3\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<strong>\u53d6\u3063\u3066\u304d\u305f\u6839\u62e0\u306b\u5fe0\u5b9f\u306b\u7b54\u3048\u3066\u3044\u308b\u304b\uff08\u5fe0\u5b9f\u6027\uff09\uff0f\u8cea\u554f\u306b\u3061\u3083\u3093\u3068\u7b54\u3048\u3066\u3044\u308b\u304b\uff08\u95a2\u9023\u6027\uff09\uff0f\u53d6\u3063\u3066\u304d\u305f\u6839\u62e0\u306f\u7684\u5916\u308c\u3067\u306a\u3044\u304b\uff08\u6587\u8108\u306e\u7cbe\u5ea6\uff09<\/strong>\u3002\u3053\u3046\u3057\u305f\u6307\u6a19\u3092\u6e2c\u308b\u30c4\u30fc\u30eb\uff08RAGAS\u306a\u3069\u304c\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\uff09\u3067\u3001\u300c\u5148\u9031\u3088\u308a\u8ce2\u304f\u306a\u3063\u305f\u304b\u30fb\u920d\u3063\u3066\u3044\u306a\u3044\u304b\u300d\u3092\u76ee\u3067\u898b\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u3002\u611f\u899a\u3067\u904b\u7528\u3057\u306a\u3044\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u52a0\u3048\u3066\u3001\u77e5\u8b58\u6e90\u306b\u8a72\u5f53\u60c5\u5831\u304c\u306a\u3044\u3068\u304d\u3001\u305d\u308c\u3089\u3057\u3044\u5618\u3092\u4f5c\u3089\u305a\u3001\u300c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u6b63\u76f4\u306b\u8fd4\u3057\u3066\u3001\u5fc5\u8981\u306a\u3089\u5225\u306e\u624b\u6bb5\u306b\u623b\u308b\u2015\u2015<strong>\u305d\u3046\u3044\u3046\u300c\u623b\u308a\u5148\u300d\u3092\u6700\u521d\u304b\u3089\u7528\u610f\u3057\u3066\u304a\u304f<\/strong>\u306e\u3082\u3001\u3042\u308b\u3079\u304d\u8a2d\u8a08\u306e\u4e00\u90e8\u3067\u3059\u3002\u30bc\u30ed\u4ef6\u3092\u3001\u5e73\u7136\u3068\u57cb\u3081\u3055\u305b\u306a\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u6700\u5f8c\u306b\u3001<strong>\u3044\u305a\u308c\u793e\u5185\u3067\u81ea\u8d70\u3067\u304d\u308b\u72b6\u614b\u306b\u5f15\u304d\u6e21\u3059<\/strong>\u3068\u3053\u308d\u307e\u3067\u3092\u3001\u6700\u521d\u304b\u3089\u8996\u91ce\u306b\u5165\u308c\u3066\u304a\u304f\u306e\u304c\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u5916\u306e\u5c02\u9580\u30c1\u30fc\u30e0\u304c\u4f5c\u308a\u7d9a\u3051\u306a\u3051\u308c\u3070\u52d5\u304b\u306a\u3044RAG\u306f\u3001\u4fbf\u5229\u3067\u306f\u3042\u3063\u3066\u3082\u3001\u81ea\u5206\u305f\u3061\u306e\u8cc7\u7523\u306b\u306f\u306a\u308a\u304d\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u300c\u4f5c\u3063\u3066\u7d42\u308f\u308a\u306b\u3057\u306a\u3044\u300d\u611f\u899a\u306f\u3001\u4eba\u306e\u5224\u65ad\u306e\u7656\u3092\u66f8\u304d\u4e0b\u3057\u3066AI\u306b\u5f15\u304d\u7d99\u304c\u305b\u308b\u8a71\u3068\u3082\u5730\u7d9a\u304d\u3067\u3059\u3002\u95a2\u5fc3\u304c\u3042\u308c\u3070<a href=\"\/ai-startup\/persona-for-ai\/\">\u3053\u3061\u3089\u306e\u8a18\u4e8b<\/a>\u3082\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 id=\"rag-target-architecture\" class=\"wp-block-heading\"><span id=\"%e3%81%82%e3%82%8b%e3%81%b9%e3%81%8d%e5%a7%bf%e3%82%92%e3%80%81%e3%81%b2%e3%81%a8%e3%81%a4%e3%81%ae%e7%b5%b5%e3%81%ab%e3%81%99%e3%82%8b%e3%81%a8\">\u3042\u308b\u3079\u304d\u59ff\u3092\u3001\u3072\u3068\u3064\u306e\u7d75\u306b\u3059\u308b\u3068<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/07-whole-picture-1-1024x576.jpg\" alt=\"\u300c\u3042\u308b\u3079\u304d\u59ff\u3092\u3001\u3072\u3068\u3064\u306e\u7d75\u306b\u3059\u308b\u3068\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u3053\u3053\u307e\u3067\u3092\u3001\u9806\u756a\u306e\u5f62\u3067\u307e\u3068\u3081\u307e\u3059\" class=\"wp-image-2283\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/07-whole-picture-1-1024x576.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/07-whole-picture-1-300x169.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/07-whole-picture-1-768x432.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/07-whole-picture-1-1536x864.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/07-whole-picture-1-390x219.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/07-whole-picture-1-820x461.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/07-whole-picture-1-1180x664.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/07\/07-whole-picture-1.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u307e\u3067\u3092\u3001\u9806\u756a\u306e\u5f62\u3067\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u307e\u305a\u3001<strong>\u4f55\u3092\u8ce2\u304f\u3057\u305f\u3044\u306e\u304b<\/strong>\u3092\u6c7a\u3081\u308b\u3002RAG\u306f\u624b\u6bb5\u306a\u306e\u3067\u3001\u3069\u306e\u696d\u52d9\u306e\u3069\u306e\u5224\u65ad\u3092\u52a9\u3051\u308b\u304b\u304c\u5148\u3067\u3059\u3002\u6c4e\u7528\u306e\u30c1\u30e3\u30c3\u30c8\u306b\u793e\u5185\u6587\u66f8\u3092\u7e4b\u3044\u3067\u300c\u4f55\u3067\u3082\u805e\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u7f6e\u304f\u3088\u308a\u3001<strong>\u7279\u5b9a\u306e\u696d\u52d9\u306b\u6700\u9069\u5316\u3057\u305f\u3001\u81ea\u5206\u305f\u3061\u306e\u4ed5\u7d44\u307f<\/strong>\u306b\u5bc4\u305b\u308b\u307b\u3046\u304c\u3001\u7cbe\u5ea6\u3082\u3001\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3082\u3001\u306f\u3063\u304d\u308a\u6e2c\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u6b21\u306b\u3001<strong>\u3072\u3068\u3064\u306e\u6587\u66f8\u691c\u7d22\u3092\u5f37\u304f\u3059\u308b<\/strong>\u3002\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\uff0b\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3002\u3053\u3053\u304c\u6700\u521d\u3067\u6700\u5927\u306e\u30ec\u30d0\u30fc\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u305d\u306e\u4e0a\u3067\u3001<strong>\u691c\u7d22\u306e\u6226\u7565\u3092\u591a\u9762\u7684\u306b\u3059\u308b<\/strong>\u3002\u8868\u306fSQL\uff08text-to-SQL\uff09\u3001\u6587\u66f8\u306f\u610f\u5473\u691c\u7d22\u3001\u3064\u306a\u304c\u308a\u306f\u30b0\u30e9\u30d5\u3002\u305f\u3060\u3057\u7bb1\u306f1\u3064\u306b\u5bc4\u305b\u3066\u3088\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u305d\u3057\u3066\u3001<strong>\u554f\u3044\u306b\u5fdc\u3058\u3066\u9078\u3073\u3001\u8db3\u308a\u306a\u3051\u308c\u3070\u53d6\u308a\u76f4\u3059<\/strong>\uff08Agentic RAG\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u6700\u5f8c\u306b\u3001<strong>\u8a55\u4fa1\u3067\u6e2c\u308a\u306a\u304c\u3089\u80b2\u3066\u3001\u793e\u5185\u3067\u81ea\u8d70\u3055\u305b\u308b<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d3e\u624b\u3055\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3067\u3082\u3001RAG\u3092\u672c\u6c17\u3067\u6210\u679c\u306b\u3064\u306a\u3052\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u3060\u3044\u305f\u3044\u3053\u306e\u9806\u756a\u306b\u843d\u3061\u7740\u304d\u307e\u3059\u3002\u9006\u306b\u8a00\u3048\u3070\u3001\u3044\u304d\u306a\u308a\u5225\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8db3\u305d\u3046\u3068\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u305d\u306e\u624b\u524d\u306b\u3001\u307e\u3060\u52b9\u304f\u4e00\u624b\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\uff0b\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\uff09\u304c\u6b8b\u3063\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u306f\u3001\u793e\u5185\u306e\u77e5\u8b58\u3068\u3044\u3046\u300c\u3082\u3068\u3082\u3068\u591a\u9762\u7684\u306a\u3082\u306e\u300d\u3092\u6271\u3046\u6280\u8853\u3067\u3059\u3002\u3060\u304b\u3089\u3001\u9053\u5177\u306e\u5074\u3082\u591a\u9762\u7684\u306b\u306a\u308b\u306e\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"rag-faq\" class=\"wp-block-heading\"><span id=\"%e3%82%88%e3%81%8f%e3%81%82%e3%82%8b%e8%b3%aa%e5%95%8f%ef%bc%88%e3%81%a8%e5%83%95%e3%81%ae%e7%ad%94%e3%81%88%ef%bc%89\">\u3088\u304f\u3042\u308b\u8cea\u554f\uff08\u3068\u50d5\u306e\u7b54\u3048\uff09<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. RAG\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u3068\u304d\u3001\u307e\u305a\u4f55\u3092\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5225\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8db3\u3059\u524d\u306b\u3001<strong>\u3072\u3068\u3064\u306e\u6587\u66f8\u691c\u7d22\u3092\u5f37\u304f\u3059\u308b<\/strong>\u306e\u304c\u5148\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u4e00\u81f4\u3068\u610f\u5473\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u3001\u62fe\u3063\u305f\u5019\u88dc\u3092\u7cbe\u8aad\u3057\u3066\u4e26\u3079\u66ff\u3048\u308b\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\uff08cross-encoder\uff09\u3002\u3053\u308c\u3060\u3051\u3067\u3001\u578b\u756a\u3084\u4eba\u540d\u306e\u3088\u3046\u306a\u56fa\u6709\u540d\u8a5e\u306e\u53d6\u308a\u3053\u307c\u3057\u304c\u6e1b\u308a\u3001\u4e0a\u4f4d\u306e\u95a2\u9023\u5ea6\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002\u3053\u3053\u3092\u98db\u3070\u3057\u3066\u5225DB\u3092\u8db3\u3057\u3066\u3082\u3001\u305f\u3044\u3066\u3044\u671f\u5f85\u307b\u3069\u52b9\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. RAG\u306f\u7d50\u5c40\u3001\u3044\u304f\u3064\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u5fc5\u8981\u306a\u306e\u3067\u3059\u304b\uff1f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7269\u7406\u7684\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f1\u3064\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u3002\u305f\u3068\u3048\u3070PostgreSQL\u306bpgvector\u3092\u8db3\u305b\u3070\u3001SQL\u306e\u96c6\u8a08\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306f\u540c\u3058\u5834\u6240\u3067\u3067\u304d\u307e\u3059\u3002<strong>\u5927\u4e8b\u306a\u306e\u306f\u300c\u7bb1\u306e\u6570\u300d\u3067\u306f\u306a\u304f\u3001\u554f\u3044\u306e\u6027\u8cea\u306b\u5408\u308f\u305b\u3066\u691c\u7d22\u306e\u6226\u7565\u3092\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068<\/strong>\u3067\u3059\u3002\u95a2\u4fc2\u3092\u305f\u3069\u308b\u30b0\u30e9\u30d5\u306f\u3001\u591a\u6bb5\u306e\u95a2\u4fc2\u63a8\u8ad6\u304c\u672c\u5f53\u306b\u8981\u308b\u3068\u304d\u306b\u3060\u3051\u8db3\u3059\u306e\u304c\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. Agentic RAG\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u554f\u3044\u3092\u7406\u89e3\u3057\u3066\u5206\u89e3\u3057\u3001\u3069\u306e\u691c\u7d22\u3092\u4f7f\u3046\u304b\u3092\u9078\u3073\u3001\u5fc5\u8981\u306a\u3089\u4f55\u5ea6\u3082\u53d6\u308a\u76f4\u3057\u3001\u7b54\u3048\u3092\u81ea\u5206\u3067\u70b9\u691c\u3057\u3066\u304b\u3089\u8fd4\u3059RAG\u306e\u3053\u3068\u3067\u3059\u3002\u3072\u3068\u3064\u306e\u56fa\u5b9a\u3057\u305f\u691c\u7d22\u3092\u4e00\u56de\u3060\u3051\u56de\u3059\u306e\u3067\u306f\u306a\u304f\u3001<strong>\u4eba\u9593\u306e\u8abf\u3079\u3082\u306e\u306e\u3088\u3046\u306b\u3001\u8db3\u308a\u306a\u3051\u308c\u3070\u8abf\u3079\u76f4\u3059<\/strong>\u3002\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\uff08\u632f\u308a\u5206\u3051\uff09\u306f\u305d\u306e\u4e00\u90e8\u3067\u3001\u591a\u6bb5\u691c\u7d22\u3084\u81ea\u5df1\u70b9\u691c\u307e\u3067\u542b\u3081\u305f\u632f\u308b\u821e\u3044\u5168\u4f53\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u3057\u3001\u3044\u307e\u793e\u5185\u306eRAG\u304c\u300c\u6587\u66f8\u3092\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306b\u5165\u308c\u305f\u3060\u3051\u300d\u3067\u6b62\u307e\u3063\u3066\u3044\u3066\u3001\u6b21\u306e\u4e00\u624b\u3092\u8003\u3048\u3066\u3044\u308b\u3068\u3053\u308d\u306a\u3089\u3001\u307e\u305a\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u5165\u308c\u3066\u3001\u8a55\u4fa1\u3067\u6e2c\u3063\u3066\u307f\u308b\u3068\u3053\u308d\u304b\u3089\u666f\u8272\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u6226\u7565\u306e\u8a2d\u8a08\u304b\u3089\u3001\u591a\u9762\u7684\u306aRAG\u306e\u5b9f\u88c5\u3001\u793e\u5185\u3067\u81ea\u8d70\u3055\u305b\u308b\u3068\u3053\u308d\u307e\u3067\u3001\u4e00\u7dd2\u306b\u8003\u3048\u308b\u76f8\u624b\u304c\u5fc5\u8981\u3067\u3057\u305f\u3089\u3001<a href=\"\/services\/internal-gpt-rag\">\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5bfe\u8c61\u306b\u3057\u305fRAG\u69cb\u7bc9\u306e\u652f\u63f4<\/a>\u306e\u5185\u5bb9\u3092\u773a\u3081\u3066\u307f\u308b\u304b\u3001<a href=\"\/contact\/\">\u304a\u554f\u3044\u5408\u308f\u305b<\/a>\u304b\u3089\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u65e5\u306f\u3001\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u9806\u756a\u306e\u8a71\u3067\u3057\u305f\u3002\u5225\u306eDB\u3092\u8db3\u3059\u306e\u306f\u3001\u3072\u3068\u3064\u306e\u691c\u7d22\u3092\u3084\u308a\u5207\u3063\u3066\u304b\u3089\u3002RAG\u304c\u591a\u9762\u7684\u306b\u306a\u308b\u306e\u306f\u3001\u793e\u5185\u306e\u77e5\u8b58\u304c\u6700\u521d\u304b\u3089\u591a\u9762\u7684\u3060\u304b\u3089\u3002\u305d\u308c\u4ee5\u4e0a\u3067\u3082\u4ee5\u4e0b\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u767d\u72b6\u3059\u308b\u3068\u3001\u50d5\u304c\u6700\u521d\u306b\u4f5c\u3063\u305fRAG\u306f\u3001\u793e\u5185\u306ePDF\u3092\u7247\u3063\u7aef\u304b\u3089\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306b\u653e\u308a\u8fbc\u3093\u3060\u3060\u3051\u306e\u3001\u307e\u3055\u306b\u5192\u982d\u306e\u300c\u60aa\u304f\u306f\u306a\u3044\u3051\u3069\u982d\u6253\u3061\u306b\u306a\u308b\u3084\u3064\u300d\u3067\u3057\u305f\u3002\u3057\u304b\u3082\u3057\u3070\u3089\u304f\u3001\u5802\u3005\u3068\u53e4\u3044\u7b54\u3048\u3092\u8fd4\u3057\u3066\u3044\u308b\u306e\u306b\u6c17\u3065\u304b\u305a\u3001\u3051\u3063\u3053\u3046\u4f7f\u3048\u308b\u6c17\u3067\u3044\u307e\u3057\u305f\u3002\u9806\u756a\u3092\u77e5\u3063\u305f\u306e\u306f\u3001\u3060\u3044\u3076\u3042\u3068\u3067\u3059&#8230;\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<!-- aiam-related-links:start -->\n<div style=\"margin:40px 0 8px;border:1px solid #e3e5e8;border-radius:12px;overflow:hidden;line-height:1.5\">\n<p style=\"margin:0;padding:12px 18px;background:#f5f6f8;font-size:13px;font-weight:700;color:#666;letter-spacing:.05em\">\u95a2\u9023\u30b5\u30fc\u30d3\u30b9<\/p>\n<a href=\"https:\/\/archeco.co.jp\/services\/solutions\/hybrid-rag\" style=\"display:flex;justify-content:space-between;align-items:center;gap:12px;padding:16px 18px;text-decoration:none;color:#15181c;font-weight:600;border-top:1px solid #edeef0\"><span>RAG\u69cb\u7bc9\u30fb\u7cbe\u5ea6\u5411\u4e0a\uff08Hybrid RAG\uff09\uff5c\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u00d7Agentic RAG<\/span><span aria-hidden=\"true\" style=\"color:#999;flex-shrink:0\">\u2192<\/span><\/a>\n<p style=\"margin:0;padding:12px 18px;background:#f5f6f8;font-size:13px;font-weight:700;color:#666;letter-spacing:.05em;border-top:1px solid #edeef0\">\u3042\u308f\u305b\u3066\u8aad\u3080<\/p>\n<a href=\"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/03\/internal-rag-adoption-pitfalls\/\" style=\"display:flex;justify-content:space-between;align-items:center;gap:12px;padding:16px 18px;text-decoration:none;color:#15181c;font-weight:600;border-top:1px solid #edeef0\"><span>\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u3068\u306f\uff1f\u9032\u3081\u65b96\u30b9\u30c6\u30c3\u30d7\u3068\u5b9a\u7740\u3057\u306a\u30443\u3064\u306e\u7406\u7531<\/span><span aria-hidden=\"true\" style=\"color:#999;flex-shrink:0\">\u2192<\/span><\/a>\n<a href=\"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/04\/chatbot-build-classifier-first\/\" style=\"display:flex;justify-content:space-between;align-items:center;gap:12px;padding:16px 18px;text-decoration:none;color:#15181c;font-weight:600;border-top:1px solid #edeef0\"><span>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\uff5c4\u3064\u306e\u624b\u6bb5\u30687\u30b9\u30c6\u30c3\u30d7\u30fb\u9078\u3073\u65b9\u306e\u57fa\u6e96<\/span><span aria-hidden=\"true\" style=\"color:#999;flex-shrink:0\">\u2192<\/span><\/a>\n<\/div>\n<!-- aiam-related-links:end -->\n\n\n<p><!-- ARCHECO-FAQ:START --><\/p>\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\"><span id=\"rag%e3%81%ae%e3%82%88%e3%81%8f%e3%81%82%e3%82%8b%e8%b3%aa%e5%95%8f\">RAG\u306e\u3088\u304f\u3042\u308b\u8cea\u554f<\/span><\/h2>\n\n\n\n<h3 id=\"faq-q1\" class=\"wp-block-heading\"><span id=\"rag%e3%81%a8%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\">RAG\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Retrieval-Augmented Generation \u306e\u7565\u3067\u3001\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u6587\u66f8\u3092\u307e\u305a\u691c\u7d22\u3057\u3001\u305d\u306e\u4e2d\u8eab\u3092AI\u306b\u8aad\u307e\u305b\u3066\u304b\u3089\u7b54\u3048\u3055\u305b\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u65e5\u672c\u8a9e\u3067\u306f\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3068\u8a33\u3057\u307e\u3059\u3002AI\u306b\u77e5\u8b58\u3092\u899a\u3048\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u305d\u306e\u5834\u3067\u8cc7\u6599\u3092\u6e21\u3059\u306e\u304c\u8981\u70b9\u3067\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u306b\u306f\u624b\u3092\u52a0\u3048\u307e\u305b\u3093\u3002\u6301\u3061\u8fbc\u307f\u7981\u6b62\u306e\u8a66\u9a13\u3092\u3001\u6301\u3061\u8fbc\u307f\u53ef\u306e\u8a66\u9a13\u306b\u5909\u3048\u308b\u306e\u304cRAG\u3060\u3068\u8003\u3048\u308b\u3068\u5206\u304b\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"faq-q2\" class=\"wp-block-heading\"><span id=\"rag%e3%81%ae%e4%bb%95%e7%b5%84%e3%81%bf%e3%82%92%e6%95%99%e3%81%88%e3%81%a6%e3%81%8f%e3%81%a0%e3%81%95%e3%81%84%e3%80%82\">RAG\u306e\u4ed5\u7d44\u307f\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/h3>\n\n\n\n<p 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ARCHECO-FAQ:END 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rag"],"_aiam_series":"AI\u306e\u5b9f\u88c5\u3068\u904b\u7528","_aiam_opinion_declaration":"RAG\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u9806\u756a\u3092\u9593\u9055\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u3002\u5225\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8db3\u3059\u524d\u306b\u3001\u307e\u305a\u300c\u3072\u3068\u3064\u306e\u6587\u66f8\u691c\u7d22\u300d\u3092\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3067\u5f37\u304f\u3059\u308b\u3002\u305d\u306e\u4e0a\u3067\u3001\u793e\u5185\u306e\u77e5\u8b58\u306f\u69cb\u9020\u5316\u30fb\u975e\u69cb\u9020\u5316\u30fb\u95a2\u4fc2\u6027\u306e3\u7a2e\u985e\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u691c\u7d22\u306e\u6226\u7565\u306f\u591a\u9762\u7684\u306b\u306a\u308b\u3002SQL\u3067\u96c6\u8a08\u3057\u3001\u610f\u5473\u3067\u63a2\u3057\u3001\u95a2\u4fc2\u3092\u305f\u3069\u308b\u3002\u554f\u3044\u306b\u5fdc\u3058\u3066\u9078\u3073\u3001\u8db3\u308a\u306a\u3051\u308c\u3070\u53d6\u308a\u76f4\u3059\u2015\u2015\u3053\u308c\u304cAgentic RAG\u3002\u305d\u3057\u3066\u3001\u4f5c\u3063\u3066\u7d0d\u54c1\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8a55\u4fa1\u3067\u52a3\u5316\u3092\u6e2c\u308a\u306a\u304c\u3089\u80b2\u3066\u3001\u793e\u5185\u3067\u81ea\u8d70\u3055\u305b\u308b\u3082\u306e\u3067\u3042\u308b\u3002","_aiam_faq":[{"question":"RAG\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f","answer":"Retrieval-Augmented Generation \u306e\u7565\u3067\u3001\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u6587\u66f8\u3092\u307e\u305a\u691c\u7d22\u3057\u3001\u305d\u306e\u4e2d\u8eab\u3092AI\u306b\u8aad\u307e\u305b\u3066\u304b\u3089\u7b54\u3048\u3055\u305b\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u65e5\u672c\u8a9e\u3067\u306f\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3068\u8a33\u3057\u307e\u3059\u3002AI\u306b\u77e5\u8b58\u3092\u899a\u3048\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u305d\u306e\u5834\u3067\u8cc7\u6599\u3092\u6e21\u3059\u306e\u304c\u8981\u70b9\u3067\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u306b\u306f\u624b\u3092\u52a0\u3048\u307e\u305b\u3093\u3002\u6301\u3061\u8fbc\u307f\u7981\u6b62\u306e\u8a66\u9a13\u3092\u3001\u6301\u3061\u8fbc\u307f\u53ef\u306e\u8a66\u9a13\u306b\u5909\u3048\u308b\u306e\u304cRAG\u3060\u3068\u8003\u3048\u308b\u3068\u5206\u304b\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002"},{"question":"RAG\u306e\u4ed5\u7d44\u307f\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002","answer":"\u540d\u524d\u306e\u3068\u304a\u308a3\u30d5\u30a7\u30fc\u30ba\u3067\u3059\u3002\u691c\u7d22\uff08Retrieval\uff09\u3067\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u6587\u66f8\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u53d6\u308a\u51fa\u3057\u3001\u62e1\u5f35\uff08Augmentation\uff09\u3067\u305d\u306e\u4e2d\u8eab\u3092\u8cea\u554f\u3068\u4e00\u7dd2\u306bAI\u3078\u6e21\u3057\u3001\u751f\u6210\uff08Generation\uff09\u3067\u6e21\u3055\u308c\u305f\u8cc7\u6599\u3092\u6839\u62e0\u306b\u7b54\u3048\u3092\u66f8\u304b\u305b\u307e\u3059\u3002RAG\u306e\u54c1\u8cea\u554f\u984c\u306f\u3001\u307b\u3068\u3093\u3069\u304c1\u3064\u76ee\u306e\u691c\u7d22\u30d5\u30a7\u30fc\u30ba\u306e\u554f\u984c\u3067\u3059\u3002\u95a2\u4fc2\u306e\u306a\u3044\u6587\u66f8\u3092\u6e21\u305b\u3070\u3001AI\u306f\u305d\u306e\u95a2\u4fc2\u306e\u306a\u3044\u6587\u66f8\u3092\u3082\u3068\u306b\u7b54\u3048\u307e\u3059\u3002\u751f\u6210\u306e\u6307\u793a\u3092\u3044\u304f\u3089\u76f4\u3057\u3066\u3082\u3001\u305d\u3053\u306f\u76f4\u308a\u307e\u305b\u3093\u3002"},{"question":"RAG\u3068\u5f93\u6765\u306eLLM\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u4f55\u304c\u9055\u3044\u307e\u3059\u304b\uff1f","answer":"\u77e5\u8b58\u306e\u5728\u308a\u51e6\u304c\u9055\u3044\u307e\u3059\u3002\u5f93\u6765\u306eLLM\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u77e5\u8b58\u304c\u30e2\u30c7\u30eb\u306e\u5185\u90e8\uff08\u5b66\u7fd2\u6e08\u307f\u306e\u91cd\u307f\uff09\u306b\u3042\u308a\u3001\u66f4\u65b0\u3059\u308b\u306b\u306f\u5b66\u7fd2\u3057\u76f4\u3059\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002RAG\u306f\u77e5\u8b58\u304c\u30e2\u30c7\u30eb\u306e\u5916\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff09\u306b\u3042\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5dee\u3057\u66ff\u3048\u308b\u3060\u3051\u3067\u66f4\u65b0\u3067\u304d\u307e\u3059\u3002\u898f\u7a0b\u304c\u6539\u8a02\u3055\u308c\u308b\u305f\u3073\u306b\u5b66\u7fd2\u3057\u76f4\u3059\u69cb\u6210\u306f\u73fe\u5b9f\u306b\u306f\u56de\u3089\u306a\u3044\u306e\u3067\u3001\u793e\u5185\u306e\u77e5\u8b58\u3092\u6301\u305f\u305b\u305f\u3044\u306a\u3089\u307e\u305aRAG\u3067\u3059\u3002"},{"question":"RAG\u306e\u69cb\u6210\u8981\u7d20\u306f\u4f55\u3067\u3059\u304b\uff1f","answer":"\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\uff08\u7b54\u3048\u306e\u6839\u62e0\u306b\u306a\u308b\u793e\u5185\u6587\u66f8\uff09\u3001\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\uff08\u6587\u7ae0\u3092\u6570\u5024\u306e\u4e26\u3073\u306b\u5909\u63db\u3059\u308b\uff09\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08\u6570\u5024\u3092\u8caf\u3081\u3066\u8fd1\u3044\u3082\u306e\u3092\u63a2\u3059\uff09\u3001\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u3001LLM\uff08\u6e21\u3055\u308c\u305f\u8cc7\u6599\u3092\u3082\u3068\u306b\u7b54\u3048\u3092\u66f8\u304f\uff09\u306e5\u3064\u3067\u3059\u3002\u691c\u7d22\u3092\u610f\u5473\u691c\u7d22\u3060\u3051\u3067\u7d44\u3080\u3068\u3001\u578b\u756a\u3084\u56fa\u6709\u540d\u8a5e\u3067\u5916\u3057\u307e\u3059\u3002\u610f\u5473\u304c\u8fd1\u3044\u3053\u3068\u3068\u3001\u305d\u306e\u8a9e\u304c\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3060\u304b\u3089\u3067\u3059\u3002"},{"question":"RAG\u306e\u30c1\u30e3\u30f3\u30af\u306f\u3069\u3046\u5207\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f","answer":"\u898b\u51fa\u3057\u5358\u4f4d\u3067\u5207\u3063\u3066\u3001\u898b\u51fa\u3057\u306e\u6587\u8a00\u3092\u30c1\u30e3\u30f3\u30af\u306b\u542b\u3081\u308b\u306e\u304c\u5b9a\u77f3\u3067\u3059\u3002\u6587\u5b57\u6570\u3067\u6a5f\u68b0\u7684\u306b\u5207\u308b\u3068\u3001\u6587\u306e\u9014\u4e2d\u3067\u5206\u304b\u308c\u3066\u610f\u5473\u304c\u58ca\u308c\u307e\u3059\u3002\u75c7\u72b6\u3067\u898b\u5206\u3051\u3089\u308c\u307e\u3059\u3002\u56de\u7b54\u304c\u9014\u4e2d\u304b\u3089\u59cb\u307e\u308b\u306a\u3089\u30c1\u30e3\u30f3\u30af\u304c\u5c0f\u3055\u3059\u304e\u3001\u805e\u3044\u3066\u3044\u306a\u3044\u3053\u3068\u307e\u3067\u7b54\u3048\u308b\u306a\u3089\u5927\u304d\u3059\u304e\u3067\u3059\u3002\u624b\u306e\u8fbc\u3093\u3060\u6700\u9069\u5316\u3092\u8db3\u3059\u524d\u306b\u3001\u5207\u308a\u65b9\u3092\u7591\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u6700\u3082\u52b9\u3044\u3066\u3001\u6700\u3082\u5b89\u304f\u6e08\u307f\u307e\u3059\u3002"},{"question":"RAG\u306e\u7cbe\u5ea6\u304c\u982d\u6253\u3061\u306b\u306a\u3063\u305f\u3089\u3001\u4f55\u3092\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f","answer":"\u6253\u3061\u624b\u306f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\uff08\u610f\u5473\u691c\u7d22\u3068\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3092\u6df7\u305c\u308b\uff09\u3001\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\uff08\u5019\u88dc\u3092\u5225\u306e\u30e2\u30c7\u30eb\u3067\u4e26\u3079\u66ff\u3048\u308b\uff09\u3001\u30af\u30a8\u30ea\u306e\u66f8\u304d\u63db\u3048\u3001HyDE\uff08\u4eee\u306e\u7b54\u3048\u3092\u4f5c\u3063\u3066\u305d\u306e\u6587\u3067\u691c\u7d22\u3059\u308b\uff09\u3001\u30c1\u30e3\u30f3\u30af\u306e\u4f5c\u308a\u76f4\u3057\u3067\u3059\u3002\u305f\u3060\u3057\u9806\u756a\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u30c1\u30e3\u30f3\u30af\u306e\u5207\u308a\u76f4\u3057\u3001\u6b21\u306b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3002\u8a55\u4fa1\u306f\u691c\u7d22\uff08\u6b63\u89e3\u306e\u6587\u66f8\u304c\u53d6\u308a\u51fa\u305b\u305f\u304b\uff09\u3068\u751f\u6210\uff08\u6e21\u3057\u305f\u8cc7\u6599\u306e\u7bc4\u56f2\u3067\u7b54\u3048\u3066\u3044\u308b\u304b\uff09\u306b\u5206\u3051\u3066\u6e2c\u3063\u3066\u304f\u3060\u3055\u3044\u3002"},{"question":"RAG\u3092\u59cb\u3081\u308b\u306e\u306b\u3001\u3069\u306e\u304f\u3089\u3044\u306e\u30c7\u30fc\u30bf\u91cf\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f","answer":"\u4e0b\u9650\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6570\u5341\u4ef6\u306e\u6587\u66f8\u3067\u3082\u52d5\u304d\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u4ef6\u6570\u3067\u306f\u306a\u304f\u3001\u60f3\u5b9a\u3059\u308b\u8cea\u554f\u306b\u7b54\u3048\u3089\u308c\u308b\u6750\u6599\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u3067\u3059\u3002\u9006\u306b\u6570\u4e07\u4ef6\u3042\u3063\u3066\u3082\u7b54\u3048\u3089\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u6587\u66f8\u306f\u3042\u308b\u304c\u3001\u805e\u304b\u308c\u308b\u3053\u3068\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u72b6\u614b\u3067\u3059\u3002\u60f3\u5b9a\u8cea\u554f30\u4ef6\u304b\u3089\u9006\u306b\u6750\u6599\u3092\u96c6\u3081\u308b\u307b\u3046\u304c\u3001\u78ba\u5b9f\u306b\u7acb\u3061\u4e0a\u304c\u308a\u307e\u3059\u3002"},{"question":"RAG\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u3068\u304d\u3001\u307e\u305a\u4f55\u3092\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f","answer":"\u5225\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8db3\u3059\u524d\u306b\u3001\u3072\u3068\u3064\u306e\u6587\u66f8\u691c\u7d22\u3092\u5f37\u304f\u3059\u308b\u306e\u304c\u5148\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u4e00\u81f4\u3068\u610f\u5473\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u3001\u62fe\u3063\u305f\u5019\u88dc\u3092\u7cbe\u8aad\u3057\u3066\u4e26\u3079\u66ff\u3048\u308b\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\uff08cross-encoder\uff09\u3067\u3059\u3002\u3053\u308c\u3060\u3051\u3067\u3001\u578b\u756a\u3084\u4eba\u540d\u306e\u3088\u3046\u306a\u56fa\u6709\u540d\u8a5e\u306e\u53d6\u308a\u3053\u307c\u3057\u304c\u6e1b\u308a\u3001\u4e0a\u4f4d\u306e\u95a2\u9023\u5ea6\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002\u3053\u3053\u3092\u98db\u3070\u3057\u3066\u5225DB\u3092\u8db3\u3057\u3066\u3082\u3001\u305f\u3044\u3066\u3044\u671f\u5f85\u307b\u3069\u52b9\u304d\u307e\u305b\u3093\u3002"},{"question":"RAG\u306f\u7d50\u5c40\u3001\u3044\u304f\u3064\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u5fc5\u8981\u306a\u306e\u3067\u3059\u304b\uff1f","answer":"\u7269\u7406\u7684\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f1\u3064\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u3002\u305f\u3068\u3048\u3070PostgreSQL\u306bpgvector\u3092\u8db3\u305b\u3070\u3001SQL\u306e\u96c6\u8a08\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306f\u540c\u3058\u5834\u6240\u3067\u3067\u304d\u307e\u3059\u3002\u5927\u4e8b\u306a\u306e\u306f\u300c\u7bb1\u306e\u6570\u300d\u3067\u306f\u306a\u304f\u3001\u554f\u3044\u306e\u6027\u8cea\u306b\u5408\u308f\u305b\u3066\u691c\u7d22\u306e\u6226\u7565\u3092\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3067\u3059\u3002\u95a2\u4fc2\u3092\u305f\u3069\u308b\u30b0\u30e9\u30d5\u306f\u3001\u591a\u6bb5\u306e\u95a2\u4fc2\u63a8\u8ad6\u304c\u672c\u5f53\u306b\u8981\u308b\u3068\u304d\u306b\u3060\u3051\u8db3\u3059\u306e\u304c\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002"},{"question":"Agentic RAG\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f","answer":"\u554f\u3044\u3092\u7406\u89e3\u3057\u3066\u5206\u89e3\u3057\u3001\u3069\u306e\u691c\u7d22\u3092\u4f7f\u3046\u304b\u3092\u9078\u3073\u3001\u5fc5\u8981\u306a\u3089\u4f55\u5ea6\u3082\u53d6\u308a\u76f4\u3057\u3001\u7b54\u3048\u3092\u81ea\u5206\u3067\u70b9\u691c\u3057\u3066\u304b\u3089\u8fd4\u3059RAG\u306e\u3053\u3068\u3067\u3059\u3002\u3072\u3068\u3064\u306e\u56fa\u5b9a\u3057\u305f\u691c\u7d22\u3092\u4e00\u56de\u3060\u3051\u56de\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u4eba\u9593\u306e\u8abf\u3079\u3082\u306e\u306e\u3088\u3046\u306b\u3001\u8db3\u308a\u306a\u3051\u308c\u3070\u8abf\u3079\u76f4\u3059\u3002\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\uff08\u632f\u308a\u5206\u3051\uff09\u306f\u305d\u306e\u4e00\u90e8\u3067\u3001\u591a\u6bb5\u691c\u7d22\u3084\u81ea\u5df1\u70b9\u691c\u307e\u3067\u542b\u3081\u305f\u632f\u308b\u821e\u3044\u5168\u4f53\u3092\u6307\u3057\u307e\u3059\u3002"}],"footnotes":""},"categories":[97],"tags":[260,76,257,258,259,256],"class_list":["post-2253","post","type-post","status-publish","format-standard","has-post-thumbnail","category-internal-ai","tag-agentic-rag","tag-rag","tag-rag-","tag-rag--"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/posts\/2253","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/comments?post=2253"}],"version-history":[{"count":15,"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/posts\/2253\/revisions"}],"predecessor-version":[{"id":5490,"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/posts\/2253\/revisions\/5490"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/media\/2262"}],"wp:attachment":[{"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/media?parent=2253"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/categories?post=2253"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/archeco.co.jp\/ai-startup\/wp-json\/wp\/v2\/tags?post=2253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}