{"id":2789,"date":"2026-08-06T21:58:21","date_gmt":"2026-08-06T12:58:21","guid":{"rendered":"https:\/\/archeco.co.jp\/ai-startup\/?p=2789"},"modified":"2026-09-19T00:43:42","modified_gmt":"2026-09-18T15:43:42","slug":"vector-db-topk-caps-recall","status":"publish","type":"post","link":"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/06\/vector-db-topk-caps-recall\/","title":{"rendered":"\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\uff5c\u4ed5\u7d44\u307f\u30fb\u4f7f\u3044\u3069\u3053\u308d\u3068\u9078\u3073\u65b96\u89b3\u70b9"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-vector-db-topk-caps-recall-lead-scaled.jpg\" alt=\"\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\uff5c\u4ed5\u7d44\u307f\u30fb\u4f7f\u3044\u3069\u3053\u308d\u3068\u9078\u3073\u65b96\u89b3\u70b9\"\/ class=\"wp-image-2779\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-vector-db-topk-caps-recall-lead-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-vector-db-topk-caps-recall-lead-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-vector-db-topk-caps-recall-lead-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-vector-db-topk-caps-recall-lead-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-vector-db-topk-caps-recall-lead-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-vector-db-topk-caps-recall-lead-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u56f3\u66f8\u9928\u3067\u8abf\u3079\u7269\u3092\u3057\u305f\u3068\u304d\u3001\u53f8\u66f8\u306e\u65b9\u306b\u76f8\u8ac7\u3057\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<strong>\u30c6\u30fc\u30de\u3092\u4f1d\u3048\u308b\u3068\u300110\u518a\u307b\u3069\u6301\u3063\u3066\u304d\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7684\u78ba\u3067\u3057\u305f\u3002<strong>\u305f\u3060\u3001\u305d\u306e10\u518a\u306b\u7b54\u3048\u306f\u7121\u304b\u3063\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u3046\u4e00\u5ea6\u76f8\u8ac7\u3059\u308b\u3068\u3001\u4eca\u5ea6\u306f\u5225\u306e10\u518a\u304c\u6765\u307e\u3059\u3002<strong>\u307e\u305f\u7684\u78ba\u3067\u3001\u307e\u305f\u7b54\u3048\u304c\u7121\u3044\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3\u56de\u76ee\u306e\u3068\u304d\u3001\u53f8\u66f8\u306e\u65b9\u304c\u8a00\u3044\u307e\u3057\u305f\u3002<strong>\u300c\u3053\u306e\u5206\u91ce\u306f\u3001\u3053\u3063\u3061\u306e\u68da\u306e\u7d9a\u304d\u306b\u3042\u308a\u307e\u3059\u3088\u300d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b54\u3048\u306f\u300111\u518a\u76ee\u4ee5\u964d\u306b\u3042\u308a\u307e\u3057\u305f\u3002<\/strong> \u9078\u3073\u65b9\u304c\u60aa\u304b\u3063\u305f\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<strong>\u4e00\u5ea6\u306b10\u518a\u3057\u304b\u904b\u3079\u306a\u304b\u3063\u305f<\/strong>\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5148\u306b\u4e00\u884c\u3060\u3051\u7f6e\u304d\u307e\u3059\u3002<strong>\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u3001\u6587\u7ae0\u3092\u6570\u5024\u306e\u4e26\u3073\u306b\u5909\u63db\u3057\u3066\u4fdd\u5b58\u3057\u3001\u610f\u5473\u306e\u8fd1\u3055\u3067\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u305f\u4fdd\u5b58\u5148<\/strong>\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u984c\u6750\u306f\u3001<strong>\u793e\u5185\u306e\u6587\u66f8\u3092AI\u306b\u53c2\u7167\u3055\u305b\u308b\u4ed5\u7d44\u307f<\/strong>\u3067\u3059\u3002\u8b70\u4e8b\u9332\u3084\u6848\u4ef6\u8a18\u9332\u3092\u691c\u7d22\u3057\u3066\u3001\u305d\u306e\u5185\u5bb9\u3092\u6839\u62e0\u306b\u7b54\u3048\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u7f6e\u304d\u306f\u3055\u3066\u304a\u304d\u3001\u672c\u984c\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u65e5\u306f\u3001\u3053\u306e\u691c\u7d22\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u3088\u3046\u3068\u3057\u3066\u3001<strong>\u57cb\u3081\u8fbc\u307f\u3067\u306f\u306a\u3044\u3068\u3053\u308d\u3067\u8a70\u307e\u3063\u305f<\/strong>\u8a71\u3092\u3057\u3066\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"hybrid-search-textbook\"><span id=\"%e2%91%a0-%e6%95%99%e7%a7%91%e6%9b%b8%e3%81%a9%e3%81%8a%e3%82%8a%e3%81%ab%e3%80%81%e5%85%a8%e6%96%87%e6%a4%9c%e7%b4%a2%e3%81%a8%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e6%a4%9c%e7%b4%a2%e3%82%92%e4%bd%b5\">\u2460 \u6559\u79d1\u66f8\u3069\u304a\u308a\u306b\u3001\u5168\u6587\u691c\u7d22\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u4f75\u7528\u3059\u308b<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-vector-db-topk-caps-recall-1-scaled.jpg\" alt=\"\u6559\u79d1\u66f8\u3069\u304a\u308a\u306b\u3001\u5168\u6587\u691c\u7d22\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u4f75\u7528\u3059\u308b\"\/ class=\"wp-image-2780\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-vector-db-topk-caps-recall-1-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-vector-db-topk-caps-recall-1-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-vector-db-topk-caps-recall-1-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-vector-db-topk-caps-recall-1-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-vector-db-topk-caps-recall-1-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-vector-db-topk-caps-recall-1-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-center\" style=\"grid-template-columns:32% auto;border:1px solid #e0e0e0;border-radius:10px;padding:14px;background:#fafafa;margin:1.6em 0\"><figure class=\"wp-block-media-text__media\"><a href=\"#japanese-fulltext-fails\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-scaled.jpg\" alt=\"\" class=\"wp-image-2781 size-full\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n\n<p class=\"wp-block-paragraph\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u57fa\u672c\u3092\u3059\u3067\u306b\u3054\u5b58\u3058\u306e\u65b9\u306f\u3001<a href=\"#japanese-fulltext-fails\">\u2461 \u305d\u306e\u3068\u304a\u308a\u306b\u7d44\u3093\u3067\u3001\u65e5\u672c\u8a9e\u306e\u5168\u6587\u691c\u7d22\u304c\u52b9\u304b\u306a\u3044<\/a>\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n<\/div><\/div>\n\n\n\n<h3 id=\"%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e3%83%87%e3%83%bc%e3%82%bf%e3%83%99%e3%83%bc%e3%82%b9%e3%81%a8%e3%81%af\" class=\"wp-block-heading\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u3001<strong>\u6587\u7ae0\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u3092\u6570\u5024\u306e\u4e26\u3073\uff08\u30d9\u30af\u30c8\u30eb\uff09\u306b\u5909\u63db\u3057\u3066\u4fdd\u5b58\u3057\u3001\u300c\u610f\u5473\u304c\u8fd1\u3044\u3082\u306e\u300d\u3092\u9ad8\u901f\u306b\u63a2\u305b\u308b\u3088\u3046\u306b\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/strong>\u3067\u3059\u3002\u30d9\u30af\u30c8\u30ebDB\u3068\u3082\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u300c\u4e00\u81f4\u3059\u308b\u3082\u306e\u300d\u3092\u63a2\u3059\u306e\u306b\u5bfe\u3057\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u300c\u8fd1\u3044\u3082\u306e\u300d\u3092\u63a2\u3057\u307e\u3059\u3002<\/strong>\u5b8c\u5168\u306b\u540c\u3058\u8a00\u8449\u304c\u5165\u3063\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u610f\u5473\u304c\u8fd1\u3051\u308c\u3070\u5f15\u3051\u308b\u3001\u3068\u3044\u3046\u306e\u304c\u9055\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e5%be%93%e6%9d%a5%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%83%99%e3%83%bc%e3%82%b9%ef%bc%88rdb%e3%83%bbnosql%ef%bc%89%e3%81%a8%e3%81%ae%e9%81%95%e3%81%84\" class=\"wp-block-heading\">\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08RDB\u30fbNoSQL\uff09\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><\/th><th>\u63a2\u3057\u65b9<\/th><th>\u5f97\u610f\u306a\u3053\u3068<\/th><th>\u82e6\u624b\u306a\u3053\u3068<\/th><\/tr><\/thead><tbody><tr><td><strong>RDB<\/strong><\/td><td>\u6761\u4ef6\u304c\u4e00\u81f4\u3059\u308b\u884c\u3092\u5f15\u304f<\/td><td>\u6b63\u78ba\u306a\u5024\u3001\u96c6\u8a08\u3001\u6574\u5408\u6027<\/td><td>\u8868\u8a18\u3086\u308c\u3001\u8a00\u3044\u63db\u3048<\/td><\/tr><tr><td><strong>\u5168\u6587\u691c\u7d22<\/strong><\/td><td>\u8a9e\u304c\u542b\u307e\u308c\u308b\u6587\u66f8\u3092\u5f15\u304f<\/td><td><strong>\u578b\u756a\u30fb\u56fa\u6709\u540d\u8a5e\u30fb\u6cd5\u4ee4\u756a\u53f7<\/strong><\/td><td>\u8a00\u3044\u63db\u3048\u3001\u540c\u7fa9\u8a9e<\/td><\/tr><tr><td><strong>\u30d9\u30af\u30c8\u30ebDB<\/strong><\/td><td><strong>\u610f\u5473\u304c\u8fd1\u3044\u9806\u306b\u5f15\u304f<\/strong><\/td><td>\u8a00\u3044\u63db\u3048\u3001\u66d6\u6627\u306a\u554f\u3044\u5408\u308f\u305b<\/td><td><strong>\u300c\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u8a9e\u300d\u3092\u78ba\u5b9f\u306b\u5f53\u3066\u308b\u3053\u3068<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\u3064\u306f\u7f6e\u304d\u63db\u3048\u306e\u95a2\u4fc2\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong>\u5b9f\u52d9\u3067\u306f\u3001\u6b63\u78ba\u3055\u304c\u8981\u308b\u90e8\u5206\u3092RDB\u3084\u5168\u6587\u691c\u7d22\u306b\u6b8b\u3057\u3001\u3070\u3089\u3064\u304f\u554f\u3044\u5408\u308f\u305b\u3092\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306b\u56de\u3059\u5f62\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e5%9f%8b%e3%82%81%e8%be%bc%e3%81%bf%ef%bc%88embedding%ef%bc%89%e3%81%a8%e3%81%af\" class=\"wp-block-heading\">\u30d9\u30af\u30c8\u30eb\u57cb\u3081\u8fbc\u307f\uff08Embedding\uff09\u3068\u306f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u3084\u753b\u50cf\u3092\u6570\u5024\u306e\u4e26\u3073\u306b\u5909\u63db\u3057\u305f\u3082\u306e\u3092\u3001<strong>\u30d9\u30af\u30c8\u30eb\u57cb\u3081\u8fbc\u307f\uff08Embedding\uff09<\/strong>\u3068\u547c\u3073\u307e\u3059\u3002\u5909\u63db\u306b\u306f\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u3001<strong>\u610f\u5473\u304c\u8fd1\u3044\u3082\u306e\u307b\u3069\u3001\u5909\u63db\u5f8c\u306e\u6570\u5024\u3082\u8fd1\u3044\u4f4d\u7f6e\u306b\u6765\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5bc6\u30d9\u30af\u30c8\u30eb\uff08Dense\uff09<\/strong> \u2014 \u610f\u5473\u3092\u5727\u7e2e\u3057\u3066\u8868\u3059\u3002\u8a00\u3044\u63db\u3048\u306b\u5f37\u3044<\/li>\n\n<li><strong>\u758e\u30d9\u30af\u30c8\u30eb\uff08Sparse\uff09<\/strong> \u2014 \u8a9e\u306e\u91cd\u307f\u3092\u8868\u3059\u3002<strong>\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u4e00\u81f4\u306b\u5f37\u3044<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6b21\u5143\u6570\u306f\u30e2\u30c7\u30eb\u3054\u3068\u306b\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/strong>\u9014\u4e2d\u3067\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3092\u66ff\u3048\u308b\u3068\u3001<strong>\u4fdd\u5b58\u6e08\u307f\u306e\u30d9\u30af\u30c8\u30eb\u3092\u5168\u4ef6\u4f5c\u308a\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/strong>\u6700\u521d\u306e\u9078\u5b9a\u304c\u3001\u5f8c\u304b\u3089\u52b9\u3044\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e6%a4%9c%e7%b4%a2%e3%81%ae%e4%bb%95%e7%b5%84%e3%81%bf-%e9%a1%9e%e4%bc%bc%e5%ba%a6%e3%81%a8%e8%bf%91%e4%bc%bc%e6%9c%80%e8%bf%91%e5%82%8d\" class=\"wp-block-heading\">\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u4ed5\u7d44\u307f \u2014 \u985e\u4f3c\u5ea6\u3068\u8fd1\u4f3c\u6700\u8fd1\u508d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u691c\u7d22\u306e\u3068\u304d\u306f\u3001\u8cea\u554f\u3082\u540c\u3058\u30e2\u30c7\u30eb\u3067\u30d9\u30af\u30c8\u30eb\u306b\u5909\u63db\u3057\u3001<strong>\u4fdd\u5b58\u6e08\u307f\u306e\u30d9\u30af\u30c8\u30eb\u3068\u306e\u8ddd\u96e2\uff08\u985e\u4f3c\u5ea6\uff09\u3092\u6e2c\u3063\u3066\u8fd1\u3044\u9806\u306b\u8fd4\u3057\u307e\u3059\u3002<\/strong>\u6e2c\u308a\u65b9\u306b\u306f\u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u5ea6\u3001\u5185\u7a4d\u3001\u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u8ddd\u96e2\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u63a2\u3057\u65b9<\/th><th>\u4e2d\u8eab<\/th><th>\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5<\/th><\/tr><\/thead><tbody><tr><td><strong>\u53b3\u5bc6\u306ak\u8fd1\u508d\uff08kNN\uff09<\/strong><\/td><td>\u5168\u4ef6\u3068\u6bd4\u3079\u3066\u3001\u78ba\u5b9f\u306b\u8fd1\u3044\u9806\u3092\u51fa\u3059<\/td><td><strong>\u6b63\u78ba\u3060\u304c\u3001\u4ef6\u6570\u304c\u5897\u3048\u308b\u3068\u9045\u3044<\/strong><\/td><\/tr><tr><td><strong>\u8fd1\u4f3c\u6700\u8fd1\u508d\uff08ANN\uff09<\/strong><\/td><td>\u7d22\u5f15\u3092\u305f\u3069\u3063\u3066\u3001\u307b\u307c\u8fd1\u3044\u3082\u306e\u3092\u9ad8\u901f\u306b\u51fa\u3059<\/td><td><strong>\u901f\u3044\u304c\u3001\u53d6\u308a\u3053\u307c\u3057\u304c\u8d77\u3053\u308a\u3046\u308b<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d22\u5f15\u306e\u4f5c\u308a\u65b9\u306b\u306fHNSW\u3001IVF\u3001PQ\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<strong>\u3069\u308c\u3082\u300c\u901f\u3055\u300d\u3068\u300c\u53d6\u308a\u3053\u307c\u3057\u306e\u5c11\u306a\u3055\u300d\u3092\u4ea4\u63db\u3057\u3066\u3044\u307e\u3059\u3002<\/strong>\u3053\u3053\u306b\u8a2d\u5b9a\u5024\u304c\u3042\u308b\u3053\u3068\u3092\u77e5\u3063\u3066\u304a\u304f\u3068\u3001<strong>\u300c\u7cbe\u5ea6\u304c\u51fa\u306a\u3044\u300d\u3068\u304d\u306b\u7591\u3046\u5834\u6240\u304c1\u3064\u5897\u3048\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e3%83%87%e3%83%bc%e3%82%bf%e3%83%99%e3%83%bc%e3%82%b9%e3%81%ae%e4%b8%bb%e3%81%aa%e4%bd%bf%e3%81%84%e3%81%a9%e3%81%93%e3%82%8d\" class=\"wp-block-heading\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e3b\u306a\u4f7f\u3044\u3069\u3053\u308d<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RAG\uff08\u793e\u5185\u8cc7\u6599\u306e\u691c\u7d22\u3068\u56de\u7b54\uff09<\/strong> \u2014 \u751f\u6210AI\u306b\u6e21\u3059\u6839\u62e0\u3092\u63a2\u3059\u3002\u3044\u307e\u6700\u3082\u591a\u3044\u7528\u9014<\/li>\n\n<li><strong>\u610f\u5473\u691c\u7d22\uff08\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\uff09<\/strong> \u2014 \u8a00\u3044\u63db\u3048\u3066\u3082\u5f15\u3051\u308b\u793e\u5185\u691c\u7d22<\/li>\n\n<li><strong>\u304a\u3059\u3059\u3081\u306e\u63d0\u793a\uff08\u30ec\u30b3\u30e1\u30f3\u30c9\uff09<\/strong> \u2014 \u4f3c\u305f\u5546\u54c1\u30fb\u4f3c\u305f\u8a18\u4e8b\u3092\u51fa\u3059<\/li>\n\n<li><strong>\u5206\u985e\u3068\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/strong> \u2014 \u4f3c\u305f\u3082\u306e\u540c\u58eb\u3092\u307e\u3068\u3081\u308b<\/li>\n\n<li><strong>\u7570\u5e38\u691c\u77e5\u30fb\u4e0d\u6b63\u691c\u77e5<\/strong> \u2014 <strong>\u3044\u3064\u3082\u3068\u9055\u3046\u3082\u306e\u3092\u898b\u3064\u3051\u308b<\/strong><\/li>\n\n<li><strong>\u753b\u50cf\u30fb\u97f3\u58f0\u306e\u691c\u7d22<\/strong> \u2014 \u4f3c\u305f\u753b\u50cf\u3001\u4f3c\u305f\u58f0\u3092\u63a2\u3059<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7528\u9014\u306b\u3088\u3063\u3066\u3001\u6c42\u3081\u3089\u308c\u308b\u3082\u306e\u304c\u9006\u306b\u306a\u308a\u307e\u3059\u3002<\/strong>RAG\u306f\u300c\u53d6\u308a\u3053\u307c\u3055\u306a\u3044\u3053\u3068\u300d\u304c\u5927\u4e8b\u3067\u3059\u304c\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u306f\u300c\u4e0a\u4f4d\u6570\u4ef6\u304c\u826f\u3051\u308c\u3070\u5341\u5206\u300d\u3067\u3059\u3002<strong>\u3069\u3061\u3089\u306a\u306e\u304b\u3067\u3001\u7d22\u5f15\u306e\u8a2d\u5b9a\u3082\u8a55\u4fa1\u306e\u3057\u304b\u305f\u3082\u5909\u308f\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e3%83%a1%e3%82%bf%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e3%83%95%e3%82%a3%e3%83%ab%e3%82%bf%e3%83%aa%e3%83%b3%e3%82%b0\" class=\"wp-block-heading\">\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d9\u30af\u30c8\u30eb\u3060\u3051\u3067\u306a\u304f\u3001<strong>\u51fa\u5178\u30fb\u65e5\u4ed8\u30fb\u90e8\u7f72\u30fb\u30ab\u30c6\u30b4\u30ea\u3068\u3044\u3063\u305f\u5c5e\u6027\u3092\u4e00\u7dd2\u306b\u4fdd\u5b58\u3067\u304d\u307e\u3059\u3002<\/strong>\u300c\u55b6\u696d\u90e8\u304c\u898b\u3066\u3088\u3044\u8cc7\u6599\u306e\u3046\u3061\u3001\u610f\u5473\u304c\u8fd1\u3044\u3082\u306e\u300d\u3068\u3044\u3046\u7d5e\u308a\u8fbc\u307f\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u5236\u5fa1\u306f\u3001\u3053\u3053\u3067\u884c\u3046\u306e\u304c\u539f\u5247\u3067\u3059\u3002<\/strong>\u53d6\u308a\u51fa\u3057\u305f\u5f8c\u306b\u96a0\u3059\u65b9\u5f0f\u306b\u3059\u308b\u3068\u3001<strong>\u6e21\u3057\u305f\u6642\u70b9\u3067\u60c5\u5831\u304c\u5916\u306b\u51fa\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e5%a4%9a%e6%ae%b5%e9%9a%8e%e3%81%ae%e6%a4%9c%e7%b4%a2%e3%81%a8%e3%83%aa%e3%83%a9%e3%83%b3%e3%82%ad%e3%83%b3%e3%82%b0\" class=\"wp-block-heading\">\u591a\u6bb5\u968e\u306e\u691c\u7d22\u3068\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u52d9\u3067\u306f\u30011\u56de\u306e\u691c\u7d22\u3067\u7d42\u308f\u3089\u305b\u306a\u3044\u69cb\u6210\u304c\u3088\u304f\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>1\u6bb5\u76ee<\/strong> \u2014 \u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3067\u5019\u88dc\u3092\u5e83\u3081\u306b\u53d6\u308b<\/li>\n\n<li><strong>2\u6bb5\u76ee<\/strong> \u2014 \u5225\u306e\u30e2\u30c7\u30eb\u3067\u3001\u8cea\u554f\u3068\u306e\u95a2\u9023\u9806\u306b\u4e26\u3079\u76f4\u3059\uff08\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\uff09<\/li>\n\n<li><strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22<\/strong> \u2014 <strong>\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3068\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u306e\u7d50\u679c\u3092\u7d44\u307f\u5408\u308f\u305b\u308b<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u304c\u5b9a\u77f3\u3068\u3055\u308c\u308b\u306e\u306f\u30012\u3064\u306e\u691c\u7d22\u304c\u53d6\u308a\u3053\u307c\u3059\u3082\u306e\u304c\u9055\u3046\u304b\u3089\u3067\u3059\u3002<\/strong>\u578b\u756a\u3084\u56fa\u6709\u540d\u8a5e\u306f\u30ad\u30fc\u30ef\u30fc\u30c9\u5074\u304c\u3001\u8a00\u3044\u63db\u3048\u306f\u30d9\u30af\u30c8\u30eb\u5074\u304c\u62fe\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e3%83%87%e3%83%bc%e3%82%bf%e3%83%99%e3%83%bc%e3%82%b9%e3%81%ae3%e3%81%a4%e3%81%ae%e3%82%bf%e3%82%a4%e3%83%97\" class=\"wp-block-heading\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e3\u3064\u306e\u30bf\u30a4\u30d7<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u30bf\u30a4\u30d7<\/th><th>\u4e2d\u8eab<\/th><th>\u5411\u3044\u3066\u3044\u308b\u3068\u304d<\/th><\/tr><\/thead><tbody><tr><td><strong>\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\uff08SaaS\uff09<\/strong><\/td><td>\u904b\u7528\u8fbc\u307f\u3067\u63d0\u4f9b\u3055\u308c\u308b<\/td><td><strong>\u65e9\u304f\u59cb\u3081\u305f\u3044\u3002\u904b\u7528\u306e\u4eba\u624b\u304c\u7121\u3044<\/strong><\/td><\/tr><tr><td><strong>OSS\u5c02\u7528\u578b<\/strong><\/td><td>\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306b\u7279\u5316\u3057\u305f\u88fd\u54c1\u3092\u81ea\u524d\u3067\u52d5\u304b\u3059<\/td><td>\u898f\u6a21\u304c\u5927\u304d\u3044\u3002\u7d30\u304b\u304f\u8abf\u6574\u3057\u305f\u3044<\/td><\/tr><tr><td><strong>\u65e2\u5b58DB\u306e\u62e1\u5f35\u578b<\/strong><\/td><td>\u3044\u307e\u4f7f\u3063\u3066\u3044\u308bDB\u306b\u30d9\u30af\u30c8\u30eb\u6a5f\u80fd\u3092\u8db3\u3059<\/td><td><strong>\u30c7\u30fc\u30bf\u30921\u304b\u6240\u306b\u307e\u3068\u3081\u305f\u3044<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8ff7\u3063\u305f\u30893\u3064\u76ee\u304b\u3089\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u3059\u3067\u306b\u4f7f\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u8db3\u308a\u308b\u306a\u3089\u3001<strong>\u904b\u7528\u3059\u308b\u5bfe\u8c61\u3092\u5897\u3084\u3055\u305a\u306b\u6e08\u307f\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e9%81%b8%e3%81%b6%e3%81%a8%e3%81%8d%e3%81%ab%e6%af%94%e3%81%b9%e3%82%8b6%e3%81%a4%e3%81%ae%e8%a6%b3%e7%82%b9\" class=\"wp-block-heading\">\u9078\u3076\u3068\u304d\u306b\u6bd4\u3079\u308b6\u3064\u306e\u89b3\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6027\u80fd<\/strong> \u2014 \u4ef6\u6570\u304c\u5897\u3048\u305f\u3068\u304d\u306e\u901f\u3055\u3001\u540c\u6642\u5229\u7528\u3078\u306e\u8010\u6027<\/li>\n\n<li><strong>\u691c\u7d22\u306e\u6a5f\u80fd<\/strong> \u2014 \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3001\u30d5\u30a3\u30eb\u30bf\u3001\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u306b\u5bfe\u5fdc\u3059\u308b\u304b<\/li>\n\n<li><strong>\u904b\u7528\u306e\u8981\u4ef6<\/strong> \u2014 \u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u53ef\u7528\u6027\u3001\u66f4\u65b0\u306e\u3057\u3084\u3059\u3055<\/li>\n\n<li><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u6a29\u9650<\/strong> \u2014 \u4fdd\u5b58\u5148\u306e\u56fd\u3001\u6697\u53f7\u5316\u3001\u6a29\u9650\u306e\u7c92\u5ea6<\/li>\n\n<li><strong>\u5468\u8fba\u306e\u9053\u5177\u3068\u306e\u76f8\u6027<\/strong> \u2014 \u4f7f\u3046\u4e88\u5b9a\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u7e4b\u304c\u308b\u304b<\/li>\n\n<li><strong>\u8cbb\u7528<\/strong> \u2014 <strong>\u4fdd\u5b58\u91cf\u3068\u691c\u7d22\u56de\u6570\u3067\u5897\u3048\u308b\u5f62\u304c\u591a\u3044<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6bd4\u8f03\u8868\u306e\u6a5f\u80fd\u6b04\u3067\u306f\u5dee\u304c\u51fa\u306b\u304f\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/strong>\u5dee\u304c\u51fa\u308b\u306e\u306f1\u3064\u76ee\u30686\u3064\u76ee\u3001\u3064\u307e\u308a<strong>\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u91cf\u3067\u3001\u3044\u304f\u3089\u3067\u3001\u3069\u306e\u304f\u3089\u3044\u306e\u901f\u3055\u3067\u52d5\u304f\u304b<\/strong>\u3067\u3059\u3002<strong>\u5b9f\u30c7\u30fc\u30bf\u306e\u4e00\u90e8\u3067\u8a66\u3059\u306e\u304c\u3001\u3044\u3061\u3070\u3093\u65e9\u3044\u6bd4\u8f03\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e5%b0%8e%e5%85%a5%e3%81%99%e3%82%8b%e3%81%a8%e3%81%8d%e3%81%ae%e9%80%b2%e3%82%81%e6%96%b9\" class=\"wp-block-heading\">\u5c0e\u5165\u3059\u308b\u3068\u304d\u306e\u9032\u3081\u65b9<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><\/th><th>\u3084\u308b\u3053\u3068<\/th><th>\u7d42\u308f\u3063\u305f\u3068\u8a00\u3048\u308b\u72b6\u614b<\/th><\/tr><\/thead><tbody><tr><td><strong>1. \u7528\u9014\u3092\u6c7a\u3081\u308b<\/strong><\/td><td>RAG\u304b\u3001\u691c\u7d22\u304b\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u304b<\/td><td><strong>\u53d6\u308a\u3053\u307c\u3057\u3092\u8a31\u5bb9\u3067\u304d\u308b\u304b\u304c\u8a00\u3048\u308b<\/strong><\/td><\/tr><tr><td><strong>2. \u8a55\u4fa1\u7528\u306e\u8cea\u554f\u3092\u96c6\u3081\u308b<\/strong><\/td><td>\u5b9f\u969b\u306b\u6765\u308b\u554f\u3044\u5408\u308f\u305b\u309220\u301c30\u4ef6<\/td><td>\u60f3\u50cf\u3067\u4f5c\u3063\u305f\u8cea\u554f\u304c\u6df7\u3058\u3063\u3066\u3044\u306a\u3044<\/td><\/tr><tr><td><strong>3. \u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3092\u9078\u3076<\/strong><\/td><td>\u65e5\u672c\u8a9e\u3067\u8a55\u4fa1\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3092<\/td><td>\u6b21\u5143\u6570\u3068\u8cbb\u7528\u3092\u628a\u63e1\u3057\u3066\u3044\u308b<\/td><\/tr><tr><td><strong>4. \u4fdd\u5b58\u3057\u3066\u3001\u691c\u7d22\u3092\u52d5\u304b\u3059<\/strong><\/td><td>\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u691c\u7d22\u3092\u8a66\u3059<\/td><td>\u691c\u7d22\u304c\u8fd4\u308b<\/td><\/tr><tr><td><strong>5. \u6e2c\u3063\u3066\u3001\u76f4\u3059<\/strong><\/td><td>\u6b63\u3057\u3044\u6839\u62e0\u304c\u53d6\u308c\u3066\u3044\u308b\u304b\u3092\u898b\u308b<\/td><td><strong>\u53d6\u308c\u305f\u7387\u3092\u6570\u5b57\u3067\u8a00\u3048\u308b<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5\u3067\u898b\u308b\u306e\u306f\u3001\u56de\u7b54\u306e\u826f\u3057\u60aa\u3057\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><strong>\u300c\u7b54\u3048\u306e\u5165\u3063\u305f\u8cc7\u6599\u304c\u3001\u691c\u7d22\u306e\u7d50\u679c\u306b\u5165\u3063\u3066\u3044\u305f\u304b\u300d<\/strong>\u3067\u3059\u3002\u3053\u3053\u3092\u5206\u3051\u3066\u6e2c\u3089\u306a\u3044\u3068\u3001\u76f4\u3059\u5834\u6240\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 id=\"%e9%81%8b%e7%94%a8%e3%81%a7%e6%b3%a8%e6%84%8f%e3%81%99%e3%82%8b%e3%81%93%e3%81%a8\" class=\"wp-block-heading\">\u904b\u7528\u3067\u6ce8\u610f\u3059\u308b\u3053\u3068<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8cc7\u6599\u304c\u66f4\u65b0\u3055\u308c\u305f\u3068\u304d\u306e\u53d6\u308a\u8fbc\u307f\u76f4\u3057<\/strong> \u2014 \u624b\u4f5c\u696d\u3060\u3068\u6b62\u307e\u308b<\/li>\n\n<li><strong>\u524a\u9664\u3055\u308c\u305f\u8cc7\u6599\u306e\u6271\u3044<\/strong> \u2014 \u6d88\u3057\u5fd8\u308c\u308b\u3068\u53e4\u3044\u7b54\u3048\u304c\u8fd4\u308a\u7d9a\u3051\u308b<\/li>\n\n<li><strong>\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306e\u5165\u308c\u66ff\u3048<\/strong> \u2014 <strong>\u5168\u4ef6\u306e\u4f5c\u308a\u76f4\u3057\u306b\u306a\u308b<\/strong><\/li>\n\n<li><strong>\u4fdd\u5b58\u91cf\u306e\u5897\u52a0<\/strong> \u2014 \u8cbb\u7528\u3068\u901f\u3055\u306e\u4e21\u65b9\u306b\u52b9\u304f<\/li>\n\n<li><strong>\u6a29\u9650\u306e\u5909\u66f4<\/strong> \u2014 \u7570\u52d5\u3084\u9000\u8077\u306b\u8ffd\u968f\u3067\u304d\u3066\u3044\u308b\u304b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\u3064\u76ee\u3092\u3001\u5951\u7d04\u3084\u8a2d\u8a08\u306e\u6bb5\u968e\u3067\u898b\u8fbc\u3093\u3067\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u30e2\u30c7\u30eb\u306f\u6570\u5e74\u3067\u4e16\u4ee3\u4ea4\u4ee3\u3057\u307e\u3059\u3002<strong>\u4f5c\u308a\u76f4\u3057\u306e\u624b\u9806\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u3001\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u306b\u79fb\u308c\u306a\u3044\u307e\u307e\u53e4\u3044\u7cbe\u5ea6\u3067\u4f7f\u3044\u7d9a\u3051\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e3%83%87%e3%83%bc%e3%82%bf%e3%83%99%e3%83%bc%e3%82%b9%e3%81%ab%e3%81%a4%e3%81%84%e3%81%a6%e3%82%88%e3%81%8f%e3%81%82%e3%82%8b%e8%b3%aa%e5%95%8f\" class=\"wp-block-heading\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3064\u3044\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. \u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u4f55\u304c\u9055\u3044\u307e\u3059\u304b\u3002<\/strong><br>\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f<strong>\u300c\u4e00\u81f4\u3059\u308b\u3082\u306e\u300d<\/strong>\u3092\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f<strong>\u300c\u610f\u5473\u304c\u8fd1\u3044\u3082\u306e\u300d<\/strong>\u3092\u63a2\u3057\u307e\u3059\u3002\u7f6e\u304d\u63db\u3048\u306e\u95a2\u4fc2\u3067\u306f\u306a\u304f\u3001\u6b63\u78ba\u3055\u304c\u8981\u308b\u90e8\u5206\u306f\u5f93\u6765\u306e\u307e\u307e\u6b8b\u3059\u306e\u304c\u5b9f\u52d9\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. \u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3068\u5168\u6587\u691c\u7d22\u306f\u3001\u3069\u3061\u3089\u3092\u4f7f\u3048\u3070\u3088\u3044\u3067\u3059\u304b\u3002<\/strong><br><strong>\u4f75\u7528\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\uff09\u304c\u5b9a\u77f3\u3067\u3059\u3002<\/strong>\u578b\u756a\u30fb\u56fa\u6709\u540d\u8a5e\u30fb\u6cd5\u4ee4\u756a\u53f7\u306e\u3088\u3046\u306b<strong>\u5b57\u9762\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u3082\u306e<\/strong>\u306f\u5168\u6587\u691c\u7d22\u304c\u3001\u8a00\u3044\u63db\u3048\u3084\u66d6\u6627\u306a\u554f\u3044\u5408\u308f\u305b\u306f\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u304c\u62fe\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. \u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306f\u3001\u5f8c\u304b\u3089\u5909\u3048\u3089\u308c\u307e\u3059\u304b\u3002<\/strong><br>\u5909\u3048\u3089\u308c\u307e\u3059\u304c\u3001<strong>\u4fdd\u5b58\u6e08\u307f\u306e\u30d9\u30af\u30c8\u30eb\u3092\u5168\u4ef6\u4f5c\u308a\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/strong>\u6b21\u5143\u6570\u3082\u30e2\u30c7\u30eb\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002\u4f5c\u308a\u76f4\u3057\u306e\u624b\u9806\u3092\u3001\u6700\u521d\u304b\u3089\u7528\u610f\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. \u7cbe\u5ea6\u304c\u51fa\u307e\u305b\u3093\u3002\u3069\u3053\u3092\u7591\u3048\u3070\u3088\u3044\u3067\u3059\u304b\u3002<\/strong><br><strong>\u300c\u7b54\u3048\u306e\u5165\u3063\u305f\u8cc7\u6599\u304c\u691c\u7d22\u7d50\u679c\u306b\u5165\u3063\u3066\u3044\u305f\u304b\u300d\u3068\u300c\u56de\u7b54\u304c\u5408\u3063\u3066\u3044\u305f\u304b\u300d\u3092\u5206\u3051\u3066\u6e2c\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u524d\u8005\u304c\u53d6\u308c\u3066\u3044\u306a\u3044\u306a\u3089\u3001\u5207\u308a\u65b9\u30fb\u57cb\u3081\u8fbc\u307f\u30fb\u7d22\u5f15\u306e\u8a2d\u5b9a\uff08\u8fd1\u4f3c\u691c\u7d22\u306f\u901f\u3055\u3068\u5f15\u304d\u63db\u3048\u306b\u53d6\u308a\u3053\u307c\u3057\u307e\u3059\uff09\u306e\u5074\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. \u3069\u306e\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u9078\u3079\u3070\u3088\u3044\u3067\u3059\u304b\u3002<\/strong><br>\u307e\u305a<strong>\u3044\u307e\u4f7f\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u62e1\u5f35\u6a5f\u80fd\u3067\u8db3\u308a\u306a\u3044\u304b<\/strong>\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u8db3\u308a\u306a\u3051\u308c\u3070\u3001\u904b\u7528\u306e\u4eba\u624b\u304c\u3042\u308b\u304b\u3067\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u304bOSS\u5c02\u7528\u578b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002<strong>\u6bd4\u8f03\u306f\u3001\u5b9f\u30c7\u30fc\u30bf\u306e\u4e00\u90e8\u3092\u5165\u308c\u3066\u8a66\u3059\u306e\u304c\u3044\u3061\u3070\u3093\u65e9\u3044\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6559\u79d1\u66f8\u3069\u304a\u308a\u306e\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u6587\u66f8\u3092<strong>\u65ad\u7247\uff08\u30c1\u30e3\u30f3\u30af\uff09\u306b\u5206\u3051\u308b<\/strong><br>\u2192 \u305d\u308c\u305e\u308c\u3092<strong>\u30d9\u30af\u30c8\u30eb\u306b\u5909\u63db\u3057\u3066\u4fdd\u5b58<\/strong><br>\u2192 \u8cea\u554f\u3082\u30d9\u30af\u30c8\u30eb\u306b\u3057\u3066\u3001<strong>\u8fd1\u3044\u3082\u306e\u3092\u53d6\u3063\u3066\u304f\u308b<\/strong><br>\u2192 \u3042\u308f\u305b\u3066<strong>\u5168\u6587\u691c\u7d22<\/strong>\u3082\u304b\u3051\u3001\u4e21\u65b9\u306e\u7d50\u679c\u3092\u4f7f\u3046<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f75\u7528\u304c\u5b9a\u77f3<\/strong>\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u610f\u5473\u3067\u5f15\u304f\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3068\u3001\u8a9e\u3067\u5f15\u304f\u5168\u6587\u691c\u7d22\u3002<strong>\u53d6\u308a\u3053\u307c\u3057\u304c\u6e1b\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u3053\u307e\u3067\u306f\u3001\u6559\u79d1\u66f8\u3069\u304a\u308a\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u307e\u3067\u304c\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6559\u79d1\u66f8\u3069\u304a\u308a\u306e\u6574\u7406\u3067\u3059\u3002\u4ed5\u7d44\u307f\u3092\u62bc\u3055\u3048\u3001\u7528\u9014\u3092\u6c7a\u3081\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3067\u53d6\u308a\u3053\u307c\u3057\u3092\u6e1b\u3089\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u306e\u8a18\u4e8b\u306e\u5f8c\u534a\u3067\u6271\u3046\u306e\u306f\u3001\u3053\u306e\u5b9a\u77f3\u3069\u304a\u308a\u306b\u7d44\u3093\u3060\u691c\u7d22\u3067\u3001\u5b9f\u969b\u306b\u4f55\u304c\u8fd4\u3063\u3066\u3053\u306a\u304b\u3063\u305f\u304b\u3067\u3059\u3002<\/strong>\u8a2d\u5b9a\u305d\u306e\u3082\u306e\u306f\u3001\u9593\u9055\u3063\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"japanese-fulltext-fails\"><span id=\"%e2%91%a1-%e3%81%9d%e3%81%ae%e3%81%a8%e3%81%8a%e3%82%8a%e3%81%ab%e7%b5%84%e3%82%93%e3%81%a7%e3%80%81%e6%97%a5%e6%9c%ac%e8%aa%9e%e3%81%ae%e5%85%a8%e6%96%87%e6%a4%9c%e7%b4%a2%e3%81%8c%e5%8a%b9%e3%81%8b\">\u2461 \u305d\u306e\u3068\u304a\u308a\u306b\u7d44\u3093\u3067\u3001\u65e5\u672c\u8a9e\u306e\u5168\u6587\u691c\u7d22\u304c\u52b9\u304b\u306a\u3044<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-scaled.jpg\" alt=\"\u305d\u306e\u3068\u304a\u308a\u306b\u7d44\u3093\u3067\u3001\u65e5\u672c\u8a9e\u306e\u5168\u6587\u691c\u7d22\u304c\u52b9\u304b\u306a\u3044\"\/ class=\"wp-image-2781\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-vector-db-topk-caps-recall-2-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u3053\u308d\u304c\u3001<strong>\u5168\u6587\u691c\u7d22\u306e\u7cbe\u5ea6\u304c\u51fa\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e5\u672c\u8a9e\u306b\u306f\u3001\u8a9e\u3068\u8a9e\u306e\u3042\u3044\u3060\u306b\u7a7a\u767d\u304c\u3042\u308a\u307e\u305b\u3093\u3002<strong>\u3069\u3053\u3067\u5207\u308b\u304b\u3092\u6a5f\u68b0\u304c\u6c7a\u3081\u308b<\/strong>\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u5207\u308a\u65b9\u304c\u60f3\u5b9a\u3068\u9055\u3046\u3068\u3001<strong>\u3042\u308b\u306f\u305a\u306e\u6587\u66f8\u304c\u5f15\u3051\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u3063\u3066\u3044\u305f\u57fa\u76e4\u306e\u65e5\u672c\u8a9e\u5168\u6587\u691c\u7d22\u306f\u3001<strong>\u3053\u306e\u7cbe\u5ea6\u304c\u4f4e\u3044\u3068\u3044\u3046\u8ab2\u984c<\/strong>\u3092\u62b1\u3048\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u5224\u65ad\u3057\u307e\u3057\u305f\u3002<strong>\u5168\u6587\u691c\u7d22\u3092\u907f\u3051\u3066\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u7cbe\u5ea6\u3092\u6839\u672c\u7684\u306b\u4e0a\u3052\u308b\u307b\u3046\u306b\u5bc4\u305b\u308b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7247\u80ba\u3067\u98db\u3076\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u3001<strong>\u30d9\u30af\u30c8\u30eb\u5074\u3092\u672c\u6c17\u3067\u6539\u5584\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ceiling-is-not-embeddings\"><span id=\"%e2%91%a2-%e3%81%9d%e3%81%97%e3%81%a6%e3%80%81%e5%9f%8b%e3%82%81%e8%be%bc%e3%81%bf%e3%81%a7%e3%81%af%e3%81%aa%e3%81%84%e3%81%a8%e3%81%93%e3%82%8d%e3%81%ab%e5%a4%a9%e4%ba%95%e3%81%8c%e3%81%82%e3%82%8b\">\u2462 \u305d\u3057\u3066\u3001\u57cb\u3081\u8fbc\u307f\u3067\u306f\u306a\u3044\u3068\u3053\u308d\u306b\u5929\u4e95\u304c\u3042\u308b\u3068\u6c17\u3065\u304f<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-vector-db-topk-caps-recall-3-scaled.jpg\" alt=\"\u305d\u3057\u3066\u3001\u57cb\u3081\u8fbc\u307f\u3067\u306f\u306a\u3044\u3068\u3053\u308d\u306b\u5929\u4e95\u304c\u3042\u308b\u3068\u6c17\u3065\u304f\"\/ class=\"wp-image-2782\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-vector-db-topk-caps-recall-3-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-vector-db-topk-caps-recall-3-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-vector-db-topk-caps-recall-3-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-vector-db-topk-caps-recall-3-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-vector-db-topk-caps-recall-3-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-vector-db-topk-caps-recall-3-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6539\u5584\u306e\u5165\u53e3\u3068\u3057\u3066\u3001\u307e\u305a<strong>\u57cb\u3081\u8fbc\u307f\u306e\u8cea<\/strong>\u3092\u7591\u3044\u307e\u3057\u305f\u3002\u30e2\u30c7\u30eb\u3092\u5909\u3048\u308b\u3001\u30c1\u30e3\u30f3\u30af\u306e\u5206\u3051\u65b9\u3092\u5909\u3048\u308b\u3001\u6b63\u898f\u5316\u3092\u5909\u3048\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5c11\u3057\u306f\u826f\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u305f\u3060\u3001\u982d\u6253\u3061\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u56e0\u3092\u63a2\u3057\u3066\u3001\u5236\u7d04\u306b\u884c\u304d\u5f53\u305f\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u691c\u7d22\u7d50\u679c\u306f\u3001\u4e0a\u4f4dK\u500b\u3057\u304b\u6307\u5b9a\u3067\u304d\u307e\u305b\u3093\u3002\u4f7f\u3063\u3066\u3044\u305f\u69cb\u6210\u3067\u306f\u3001\u6700\u592710\u500b\u3067\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u3001\u3053\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u4f55\u4e07\u4ef6\u3042\u3063\u3066\u3082 \u2192 <strong>\u8fd4\u308b\u306e\u306f10\u4ef6<\/strong><br>\u2192 11\u756a\u76ee\u306b\u6b63\u89e3\u304c\u3042\u3063\u3066\u3082 \u2192 <strong>\u5b58\u5728\u3057\u306a\u3044\u306e\u3068\u540c\u3058<\/strong><br>\u2192 \u57cb\u3081\u8fbc\u307f\u3092\u6539\u5584\u3059\u308b \u2192 <strong>10\u4ef6\u306e\u4e2d\u8eab\u306f\u826f\u304f\u306a\u308b<\/strong><br>\u2192 <strong>10\u4ef6\u3068\u3044\u3046\u6570\u306f\u3001\u5909\u308f\u3089\u306a\u3044<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53f8\u66f8\u306e\u65b9\u3068\u540c\u3058\u3067\u3057\u305f\u3002<\/strong> \u9078\u3073\u65b9\u306f\u826f\u304f\u306a\u3063\u3066\u3044\u308b\u3002<strong>\u904b\u3079\u308b\u518a\u6570\u304c\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"root-cause-only-retrieval-power\"><span id=\"%e2%91%a3-%e5%8e%9f%e5%9b%a0%e3%81%af%e3%80%8c%e5%8f%96%e3%82%8a%e3%81%ab%e8%a1%8c%e3%81%8f%e5%8a%9b%e3%80%8d%e3%81%a0%e3%81%91%e3%82%92%e4%b8%8a%e3%81%92%e3%82%88%e3%81%86%e3%81%a8%e3%81%97%e3%81%a6\">\u2463 \u539f\u56e0\u306f\u300c\u53d6\u308a\u306b\u884c\u304f\u529b\u300d\u3060\u3051\u3092\u4e0a\u3052\u3088\u3046\u3068\u3057\u3066\u3044\u305f\u3053\u3068<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-vector-db-topk-caps-recall-4-scaled.jpg\" alt=\"\u539f\u56e0\u306f\u300c\u53d6\u308a\u306b\u884c\u304f\u529b\u300d\u3060\u3051\u3092\u4e0a\u3052\u3088\u3046\u3068\u3057\u3066\u3044\u305f\u3053\u3068\"\/ class=\"wp-image-2783\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-vector-db-topk-caps-recall-4-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-vector-db-topk-caps-recall-4-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-vector-db-topk-caps-recall-4-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-vector-db-topk-caps-recall-4-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-vector-db-topk-caps-recall-4-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-vector-db-topk-caps-recall-4-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u56e0\u3092\u4e00\u3064\u306b\u7d5e\u308b\u3068\u3001\u3053\u308c\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u79c1\u306f\u30011\u56de\u306e\u691c\u7d22\u3067\u6b63\u89e3\u3092\u5f15\u304d\u5f53\u3066\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">10\u4ef6\u3057\u304b\u53d6\u308c\u306a\u3044\u306a\u3089\u3001<strong>\u305d\u306e10\u4ef6\u306b\u6b63\u89e3\u304c\u5165\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong> \u3053\u308c\u3092\u5e38\u306b\u6210\u7acb\u3055\u305b\u308b\u306e\u306f\u3001\u7121\u7406\u3067\u3059\u3002\u8cea\u554f\u306e\u66f8\u304d\u65b9\u3072\u3068\u3064\u3067\u9806\u4f4d\u306f\u52d5\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5fc5\u8981\u3060\u3063\u305f\u306e\u306f\u3001<strong>10\u4ef6\u306e\u4e2d\u8eab\u304b\u3089\u5468\u8fba\u3078\u8fbf\u308c\u308b\u3053\u3068<\/strong>\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53f8\u66f8\u306e\u65b9\u306e\u300c\u3053\u3063\u3061\u306e\u68da\u306e\u7d9a\u304d\u306b\u3042\u308a\u307e\u3059\u3088\u300d\u304c\u3001\u307e\u3055\u306b\u305d\u308c\u3067\u3059\u3002<\/strong> \u6301\u3063\u3066\u304d\u305f10\u518a\u304c\u5916\u308c\u3067\u3082\u3001<strong>\u305d\u3053\u304b\u3089\u6b21\u306e\u5834\u6240\u304c\u5206\u304b\u308c\u3070\u3088\u304b\u3063\u305f\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"chunk-relations-and-local-graph\"><span id=\"%e2%91%a4-%e7%9b%b4%e3%81%97%e3%81%a6%e3%81%bf%e3%82%8b-%e3%83%81%e3%83%a3%e3%83%b3%e3%82%af%e3%81%ab%e9%96%a2%e4%bf%82%e6%80%a7%e3%82%92%e6%8c%81%e3%81%9f%e3%81%9b%e3%80%81%e5%b1%80\">\u2464 \u76f4\u3057\u3066\u307f\u308b \u2014 \u30c1\u30e3\u30f3\u30af\u306b\u95a2\u4fc2\u6027\u3092\u6301\u305f\u305b\u3001\u5c40\u6240\u7684\u306b\u30b0\u30e9\u30d5\u3092\u7d44\u307e\u305b\u308b<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-vector-db-topk-caps-recall-5-scaled.jpg\" alt=\"\u76f4\u3057\u3066\u307f\u308b \u2014 \u30c1\u30e3\u30f3\u30af\u306b\u95a2\u4fc2\u6027\u3092\u6301\u305f\u305b\u3001\u5c40\u6240\u7684\u306b\u30b0\u30e9\u30d5\u3092\u7d44\u307e\u305b\u308b\"\/ class=\"wp-image-2784\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-vector-db-topk-caps-recall-5-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-vector-db-topk-caps-recall-5-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-vector-db-topk-caps-recall-5-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-vector-db-topk-caps-recall-5-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-vector-db-topk-caps-recall-5-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-vector-db-topk-caps-recall-5-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u521d\u306b\u691c\u8a0e\u3057\u305f\u306e\u306f\u3001<strong>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u5168\u4f53\u69cb\u7bc9<\/strong>\u3067\u3057\u305f\u3002\u6587\u66f8\u9593\u306e\u95a2\u4fc2\u3092\u5168\u90e8\u3064\u306a\u3044\u3060\u5730\u56f3\u3092\u4f5c\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u96e3\u3057\u3059\u304e\u307e\u3057\u305f\u3002<\/strong> \u6587\u66f8\u306f\u5897\u3048\u7d9a\u3051\u3001\u95a2\u4fc2\u306e\u5b9a\u7fa9\u3082\u63fa\u308c\u307e\u3059\u3002<strong>\u5730\u56f3\u3092\u4f5c\u308a\u7d42\u3048\u308b\u524d\u306b\u3001\u5730\u56f3\u304c\u53e4\u304f\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u3001\u65b9\u91dd\u3092\u5909\u3048\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5404\u30c1\u30e3\u30f3\u30af\u306b\u300c\u95a2\u4fc2\u6027\u300d\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u6301\u305f\u305b\u3001AI\u304c\u5185\u90e8\u3067\u5c40\u6240\u7684\u306a\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u63a8\u8ad6\u30fb\u69cb\u7bc9\u3059\u308b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5168\u4f53\u50cf\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002<strong>\u53d6\u3063\u3066\u304d\u305f\u65ad\u7247\u304c\u6301\u3063\u3066\u3044\u308b\u95a2\u4fc2\u306e\u60c5\u5831\u304b\u3089\u3001\u305d\u306e\u5834\u3067\u5fc5\u8981\u306a\u7bc4\u56f2\u3060\u3051\u3092\u7d44\u307f\u7acb\u3066\u3055\u305b\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u4e0a\u4f4d10\u4ef6\u306e\u3046\u3061\u3001<strong>1\u4ef6\u3067\u3082\u5f53\u305f\u308c\u3070<\/strong>\u3044\u3044<br>\u2192 \u305d\u3053\u306b<strong>\u300c\u3053\u308c\u306f\u4f55\u306b\u5c5e\u3057\u3001\u4f55\u306e\u524d\u5f8c\u306b\u3042\u308a\u3001\u4f55\u3092\u53c2\u7167\u3057\u3066\u3044\u308b\u304b\u300d<\/strong>\u304c\u66f8\u3044\u3066\u3042\u308b<br>\u2192 AI\u304c<strong>\u305d\u306e\u95a2\u4fc2\u3092\u8fbf\u3063\u3066\u3001\u5468\u8fba\u3092\u5f15\u304d\u76f4\u3059<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4ef6\u6570\u306e\u5929\u4e95\u306f\u52d5\u304b\u305b\u306a\u3044\u306e\u3067\u30011\u4ef6\u3042\u305f\u308a\u306e\u60c5\u5831\u91cf\u3092\u5897\u3084\u3057\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u3001\u3053\u306e\u65b9\u91dd\u306b\u306f\u73fe\u5b9f\u7684\u306a\u5229\u70b9\u304c\u3042\u308a\u307e\u3057\u305f\u3002<strong>\u5b9f\u88c5\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u4f4e\u3044\u3002<\/strong> \u5168\u4f53\u306e\u30b0\u30e9\u30d5\u3092\u69cb\u7bc9\u3059\u308b\u4ed5\u7d44\u307f\u306f\u8981\u3089\u305a\u3001<strong>\u30c1\u30e3\u30f3\u30af\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u8db3\u3057\u3066\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u9023\u643a\u3055\u305b\u308c\u3070\u52d5\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"classic-search-tradeoff\"><span id=\"%e2%91%a5-%e3%81%82%e3%81%a8%e3%81%a7%e7%9f%a5%e3%81%a3%e3%81%9f-%e3%81%93%e3%82%8c%e3%81%af%e6%a4%9c%e7%b4%a2%e3%81%ae%e5%8f%a4%e5%85%b8%e7%9a%84%e3%81%aa%e3%83%88%e3%83%ac%e3%83%bc\">\u2465 \u3042\u3068\u3067\u77e5\u3063\u305f \u2014 \u3053\u308c\u306f\u691c\u7d22\u306e\u53e4\u5178\u7684\u306a\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3060\u3063\u305f<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-vector-db-topk-caps-recall-6-scaled.jpg\" alt=\"\u3042\u3068\u3067\u77e5\u3063\u305f \u2014 \u3053\u308c\u306f\u691c\u7d22\u306e\u53e4\u5178\u7684\u306a\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3060\u3063\u305f\"\/ class=\"wp-image-2785\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-vector-db-topk-caps-recall-6-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-vector-db-topk-caps-recall-6-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-vector-db-topk-caps-recall-6-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-vector-db-topk-caps-recall-6-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-vector-db-topk-caps-recall-6-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-vector-db-topk-caps-recall-6-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d20\u6734\u306a\u5bfe\u51e6\u306e\u3064\u3082\u308a\u3067\u3057\u305f\u304c\u3001\u3084\u3063\u3066\u3044\u305f\u3053\u3068\u3092\u8a00\u3044\u63db\u3048\u308b\u3068\u3001<strong>\u60c5\u5831\u691c\u7d22\u306e\u57fa\u672c\u7684\u306a\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3067\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u691c\u7d22\u306e\u8a55\u4fa1\u306b\u306f\u3001\u5bfe\u306b\u306a\u308b2\u3064\u306e\u898b\u65b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u9069\u5408\u7387<\/strong> \u2014 \u53d6\u3063\u3066\u304d\u305f\u3082\u306e\u304c\u3001\u3069\u308c\u3060\u3051\u6b63\u3057\u3044\u304b<br>\u2192 <strong>\u518d\u73fe\u7387<\/strong> \u2014 \u6b63\u3057\u3044\u3082\u306e\u306e\u3046\u3061\u3001\u3069\u308c\u3060\u3051\u53d6\u308c\u305f\u304b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u3001<strong>\u4e0a\u4f4dK\u4ef6\u3067\u5207\u308b\u3068\u3044\u3046\u8a2d\u8a08\u306f\u3001\u518d\u73fe\u7387\u306b\u5929\u4e95\u3092\u7f6e\u304f\u884c\u70ba<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u89e3\u304c20\u4ef6\u3042\u308b\u306e\u306b10\u4ef6\u3057\u304b\u8fd4\u3055\u306a\u3044\u306a\u3089\u3001<strong>\u518d\u73fe\u7387\u306f\u6700\u521d\u304b\u308950%\u304c\u4e0a\u9650<\/strong>\u3067\u3059\u3002\u57cb\u3081\u8fbc\u307f\u3092\u3069\u308c\u3060\u3051\u6539\u5584\u3057\u3066\u3082\u3001\u3053\u306e\u4e0a\u9650\u306f\u52d5\u304d\u307e\u305b\u3093\u3002<strong>\u6539\u5584\u3055\u308c\u308b\u306e\u306f\u9069\u5408\u7387\u306e\u307b\u3046\u3060\u3051<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u79c1\u306f\u3001<strong>\u518d\u73fe\u7387\u306e\u554f\u984c\u3092\u3001\u9069\u5408\u7387\u306e\u9053\u5177\u3067\u89e3\u3053\u3046\u3068\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u3001\u95a2\u4fc2\u6027\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u8db3\u3059\u3068\u3044\u3046\u5bfe\u51e6\u306f\u3001<strong>1\u56de\u306e\u691c\u7d22\u3067\u5b8c\u7d50\u3055\u305b\u308b\u306e\u3092\u3084\u3081\u3066\u3001\u8fbf\u308c\u308b\u3088\u3046\u306b\u3059\u308b<\/strong>\u3053\u3068\u3067\u3057\u305f\u3002<strong>\u5929\u4e95\u3092\u4e0a\u3052\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5929\u4e95\u306e\u4e0b\u3067\u5f80\u5fa9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u305f<\/strong>\u308f\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56f3\u66f8\u9928\u3067\u53f8\u66f8\u306e\u65b9\u304c\u3084\u3063\u3066\u3044\u305f\u306e\u3082\u3001\u540c\u3058\u3067\u3059\u3002<strong>10\u518a\u3068\u3044\u3046\u5236\u7d04\u306f\u5909\u3048\u305a\u3001\u6b21\u306e\u68da\u3092\u6559\u3048\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65b0\u3057\u3044\u7406\u5c48\u306f\u3001\u3072\u3068\u3064\u3082\u8981\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/strong><br>\u6539\u5584\u306e\u8a18\u9332\u306b\u306f\u3053\u3046\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002\u300cRAG\u691c\u7d22\u306b\u304a\u3044\u3066\u5168\u6587\u691c\u7d22\u3092\u907f\u3051\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u7cbe\u5ea6\u3092\u6839\u672c\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u300d\u3002\u3068\u3053\u308d\u3067\u3001\u305d\u306e\u624b\u6bb5\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u305f\u306e\u304c\u300c\u5404\u30c1\u30e3\u30f3\u30af\u306b\u95a2\u4fc2\u6027\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u4e0e\u3057\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5185\u90e8\u3067\u30ed\u30fc\u30ab\u30eb\u306a\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u63a8\u8ad6\u30fb\u69cb\u7bc9\u3059\u308b\u300d\u3067\u3057\u305f\u3002\u305f\u3060\u3057\u300c\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u5168\u4f53\u69cb\u7bc9\u306e\u96e3\u3057\u3055\u3092\u8e0f\u307e\u3048\u300d\u3068\u3044\u3046\u524d\u7f6e\u304d\u304c\u4ed8\u3044\u3066\u3044\u307e\u3059\u3002\u5b9f\u306f\u3001\u3053\u306e\u524d\u7f6e\u304d\u304c\u5224\u65ad\u306e\u672c\u4f53\u3067\u3059\u3002\u5168\u4f53\u3092\u4f5c\u3089\u306a\u3044\u3068\u6c7a\u3081\u305f\u304b\u3089\u3001\u5b9f\u88c5\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u4e0b\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 id=\"%e3%81%82%e3%81%a8%e3%81%a7%e7%9f%a5%e3%81%a3%e3%81%9f-%e5%a4%a9%e4%ba%95%e3%81%ae%e6%ad%a3%e4%bd%93%e3%81%af%e3%80%81%e4%bb%b6%e6%95%b0%e3%81%a7%e3%81%af%e3%81%aa%e3%81%8f%e6%ac%a1%e5%85%83\" class=\"wp-block-heading\">\u3042\u3068\u3067\u77e5\u3063\u305f \u2014 \u5929\u4e95\u306e\u6b63\u4f53\u306f\u3001\u4ef6\u6570\u3067\u306f\u306a\u304f\u6b21\u5143\u3060\u3063\u305f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u4f4dK\u4ef6\u3067\u5207\u3063\u3066\u3044\u308b\u304b\u3089\u5c4a\u304b\u306a\u3044\u3001\u3068\u3044\u3046\u7406\u89e3\u3067\u904b\u7528\u3057\u3066\u3044\u307e\u3057\u305f\u3002<strong>\u3068\u3053\u308d\u304c\u3001\u3082\u3046\u4e00\u6bb5\u4e0b\u306b\u539f\u56e0\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google DeepMind \u304c\u516c\u958b\u3057\u305f <strong>LIMIT<\/strong> \u3068\u3044\u3046\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u7814\u7a76\u304c\u3001\u305d\u3053\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002<strong>1\u672c\u306e\u30d9\u30af\u30c8\u30eb\u3067\u8868\u73fe\u3067\u304d\u308b\u4e0a\u4f4dK\u4ef6\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u6570\u306f\u3001\u57cb\u3081\u8fbc\u307f\u306e\u6b21\u5143\u6570\u306b\u3088\u3063\u3066\u4e0a\u9650\u304c\u6c7a\u307e\u308b<\/strong>\u3068\u3044\u3046\u6307\u6458\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u66f8\u304c\u5897\u3048\u308b\u307b\u3069\u3001\u300c\u95a2\u9023\u3042\u308a\u300d\u3068\u8a00\u3048\u308b\u307e\u3068\u307e\u308a\u65b9\u306e\u6570\u306f\u6025\u901f\u306b\u5897\u3048\u307e\u3059\u3002<strong>\u4e00\u65b9\u3067\u3001\u8868\u73fe\u3067\u304d\u308b\u5074\u306e\u5bb9\u91cf\u306f\u6b21\u5143\u6570\u306e\u307e\u307e\u52d5\u304d\u307e\u305b\u3093\u3002<\/strong> \u3064\u307e\u308a\u5929\u4e95\u306f\u3001\u691c\u7d22\u306e\u8a2d\u5b9a\u3067\u306f\u306a\u304f\u3001<strong>\u8868\u73fe\u306e\u5e7e\u4f55\u305d\u306e\u3082\u306e<\/strong>\u304b\u3089\u6765\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u308c\u306f\u30e2\u30c7\u30eb\u3092\u5927\u304d\u304f\u3057\u3066\u3082\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u5897\u3084\u3057\u3066\u3082\u6d88\u3048\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u5b57\u304c\u53b3\u3057\u3044\u3068\u3053\u308d\u3067\u3059\u3002<strong>Google \u3084 Snowflake \u306e\u6700\u65b0\u306e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3067\u3082\u3001\u3053\u306e\u8ab2\u984c\u3067\u306f\u518d\u73fe\u7387\u304c20%\u3092\u5272\u3063\u305f<\/strong>\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u540c\u3058\u8ab2\u984c\u3067\u3001<strong>\u6570\u5341\u5e74\u524d\u304b\u3089\u3042\u308b BM25 \u3068\u3044\u3046\u8a9e\u306e\u4e00\u81f4\u3067\u63a2\u3059\u65b9\u5f0f\u304c\u3001\u975e\u5e38\u306b\u826f\u3044\u6210\u7e3e\u3092\u51fa\u3057\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u610f\u5473\u3067\u63a2\u3059\u307b\u3046\u304c\u8ce2\u3044\u3001\u3068\u3044\u3046\u524d\u63d0\u304c\u5d29\u308c\u308b\u7d50\u679c\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3060\u304b\u3089\u73fe\u5728\u306e\u5b9f\u52d9\u3067\u306f\u3001<strong>\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3068\u8a9e\u306e\u4e00\u81f4\u691c\u7d22\u3092\u4f75\u7528\u3059\u308b\u591a\u6bb5\u69cb\u6210<\/strong>\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u30021\u6bb5\u76ee\u306e\u518d\u73fe\u7387\u304c0.85\u306a\u3089\u3001<strong>\u3069\u308c\u3060\u3051\u512a\u308c\u305f\u4e26\u3079\u66ff\u3048\u3092\u5f8c\u6bb5\u306b\u7f6e\u3044\u3066\u30820.85\u3092\u8d85\u3048\u307e\u305b\u3093\u3002<\/strong> \u5f8c\u6bb5\u306f\u3001\u524d\u6bb5\u304c\u53d6\u308c\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u53d6\u308a\u623b\u305b\u306a\u3044\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u96a3\u3092\u8fbf\u3089\u305b\u308b\u3068\u3044\u3046\u5bfe\u51e6\u306f\u3001<strong>\u3053\u306e\u5e7e\u4f55\u306e\u5236\u7d04\u3092\u3001\u4ef6\u6570\u3067\u306f\u306a\u304f\u7d4c\u8def\u3067\u8fc2\u56de\u3059\u308b<\/strong>\u3084\u308a\u65b9\u3060\u3063\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u7406\u5c48\u306f\u5f8c\u304b\u3089\u8ffd\u3044\u3064\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"vector-search-results\"><span id=\"%e2%91%a6-%e4%bd%95%e3%81%8c%e5%a4%89%e3%82%8f%e3%81%a3%e3%81%9f%e3%81%8b\">\u2466 \u4f55\u304c\u5909\u308f\u3063\u305f\u304b<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-vector-db-topk-caps-recall-7-scaled.jpg\" alt=\"\u4f55\u304c\u5909\u308f\u3063\u305f\u304b\"\/ class=\"wp-image-2786\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-vector-db-topk-caps-recall-7-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-vector-db-topk-caps-recall-7-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-vector-db-topk-caps-recall-7-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-vector-db-topk-caps-recall-7-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-vector-db-topk-caps-recall-7-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-vector-db-topk-caps-recall-7-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6539\u5584\u306e\u5165\u53e3\u304c\u5909\u308f\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;`<br>\u524d\uff1a\u7cbe\u5ea6\u304c\u51fa\u306a\u3044 \u2192 \u57cb\u3081\u8fbc\u307f\u3092\u5909\u3048\u308b \u2192 \u982d\u6253\u3061<br>\u5f8c\uff1a\u7cbe\u5ea6\u304c\u51fa\u306a\u3044 \u2192 \u4f55\u4ef6\u8fd4\u3057\u3066\u3044\u308b\u304b\u3092\u898b\u308b \u2192 \u5929\u4e95\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u624b\u3092\u6253\u3064<br>&#8220;`<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u521d\u306b\u898b\u308b\u306e\u304c\u3001\u30e2\u30c7\u30eb\u3067\u306f\u306a\u304f\u4ef6\u6570\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/strong><br>\u9806\u756a\u3092\u5909\u3048\u3066\u304b\u3089\u306e\u5b9f\u6e2c\u3067\u3059\u3002<strong>\u57cb\u3081\u8fbc\u307f\u3092\u89e6\u3089\u305a\u306b\u3001\u95a2\u4fc2\u6027\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u8db3\u3057\u305f\u3060\u3051\u3067\u3001\u5fc5\u8981\u306a\u6587\u66f8\u306b\u8fbf\u308a\u7740\u3044\u305f\u5272\u5408\u304c\u4e0a\u304c\u308a\u307e\u3057\u305f\u3002<\/strong> \u53d6\u5f97\u4ef6\u6570\u306e\u4e0a\u9650\u306f10\u4ef6\u306e\u307e\u307e\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u65bd\u7b56<\/th><th>\u4e0a\u4f4d10\u4ef6\u306e\u8cea<\/th><th>\u8fbf\u308a\u7740\u3051\u305f\u5272\u5408<\/th><\/tr><\/thead><tbody><tr><td>\u57cb\u3081\u8fbc\u307f\u306e\u5909\u66f4<\/td><td>\u4e0a\u304c\u308b<\/td><td><strong>\u5909\u308f\u3089\u305a<\/strong><\/td><\/tr><tr><td>\u30c1\u30e3\u30f3\u30af\u306e\u5206\u5272\u5909\u66f4<\/td><td>\u5c11\u3057\u4e0a\u304c\u308b<\/td><td>\u5c11\u3057\u4e0a\u304c\u308b<\/td><\/tr><tr><td><strong>\u95a2\u4fc2\u6027\u30e1\u30bf\u30c7\u30fc\u30bf<\/strong><\/td><td>\u5909\u308f\u3089\u305a<\/td><td><strong>\u4e0a\u304c\u308b<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"vector-search-worksheets\"><span id=\"%e2%91%a7-%e7%8f%be%e5%a0%b4%e3%81%a7%e4%bd%bf%e3%81%86%e3%81%aa%e3%82%89%e3%80%81%e3%81%93%e3%81%ae2%e6%9e%9a\">\u2467 \u73fe\u5834\u3067\u4f7f\u3046\u306a\u3089\u3001\u3053\u306e2\u679a<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/10-vector-db-topk-caps-recall-8-scaled.jpg\" alt=\"\u73fe\u5834\u3067\u4f7f\u3046\u306a\u3089\u3001\u3053\u306e2\u679a\"\/ class=\"wp-image-2787\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/10-vector-db-topk-caps-recall-8-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/10-vector-db-topk-caps-recall-8-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/10-vector-db-topk-caps-recall-8-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/10-vector-db-topk-caps-recall-8-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/10-vector-db-topk-caps-recall-8-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/10-vector-db-topk-caps-recall-8-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<h3 id=\"%e8%a1%a81%ef%bc%9a%e7%b2%be%e5%ba%a6%e3%81%8c%e5%87%ba%e3%81%aa%e3%81%84%e3%81%a8%e3%81%8d%e3%81%ab%e8%a6%8b%e3%82%8b%e9%a0%86%e7%95%aa\" class=\"wp-block-heading\">\u88681\uff1a\u7cbe\u5ea6\u304c\u51fa\u306a\u3044\u3068\u304d\u306b\u898b\u308b\u9806\u756a<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u9806<\/th><th>\u898b\u308b\u3082\u306e<\/th><th>\u5929\u4e95\u304b\u3069\u3046\u304b<\/th><\/tr><\/thead><tbody><tr><td>1<\/td><td><strong>\u8fd4\u3057\u3066\u3044\u308b\u4ef6\u6570\u306e\u4e0a\u9650<\/strong><\/td><td><strong>\u5929\u4e95\u3002\u3053\u3053\u304c\u52b9\u304f<\/strong><\/td><\/tr><tr><td>2<\/td><td>\u30c1\u30e3\u30f3\u30af\u306e\u5206\u3051\u65b9<\/td><td>\u52b9\u304f\u304c\u4e0a\u9650\u5185<\/td><\/tr><tr><td>3<\/td><td>\u95a2\u4fc2\u6027\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u6709\u7121<\/td><td><strong>\u5929\u4e95\u306e\u4e0b\u3067\u5f80\u5fa9\u3067\u304d\u308b\u304b<\/strong><\/td><\/tr><tr><td>4<\/td><td>\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb<\/td><td>\u9069\u5408\u7387\u3060\u3051\u304c\u52d5\u304f<\/td><\/tr><tr><td>5<\/td><td>\u5168\u6587\u691c\u7d22\u306e\u4f75\u7528\u53ef\u5426<\/td><td>\u8a00\u8a9e\u306b\u3088\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1\u756a\u3092\u78ba\u8a8d\u305b\u305a\u306b4\u756a\u304b\u3089\u59cb\u3081\u308b\u3068\u3001\u5fc5\u305a\u982d\u6253\u3061\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e8%a1%a82%ef%bc%9a%e3%83%81%e3%83%a3%e3%83%b3%e3%82%af%e3%81%ab%e6%8c%81%e3%81%9f%e3%81%9b%e3%82%8b%e3%83%a1%e3%82%bf%e3%83%87%e3%83%bc%e3%82%bf\" class=\"wp-block-heading\">\u88682\uff1a\u30c1\u30e3\u30f3\u30af\u306b\u6301\u305f\u305b\u308b\u30e1\u30bf\u30c7\u30fc\u30bf<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u7a2e\u985e<\/th><th>\u4f8b<\/th><th>\u4f55\u306b\u52b9\u304f\u304b<\/th><\/tr><\/thead><tbody><tr><td><strong>\u6240\u5c5e<\/strong><\/td><td>\u3069\u306e\u6587\u66f8\u30fb\u3069\u306e\u7ae0\u306e\u4e00\u90e8\u304b<\/td><td><strong>\u5468\u8fba\u3092\u5f15\u304d\u76f4\u305b\u308b<\/strong><\/td><\/tr><tr><td><strong>\u524d\u5f8c<\/strong><\/td><td>\u76f4\u524d\u30fb\u76f4\u5f8c\u306e\u65ad\u7247<\/td><td>\u6587\u8108\u304c\u5207\u308c\u306a\u3044<\/td><\/tr><tr><td><strong>\u53c2\u7167<\/strong><\/td><td>\u8a00\u53ca\u3057\u3066\u3044\u308b\u5225\u6587\u66f8<\/td><td><strong>\u95a2\u4fc2\u3092\u8fbf\u308c\u308b<\/strong><\/td><\/tr><tr><td>\u65e5\u4ed8\u30fb\u4f5c\u6210\u8005<\/td><td>\u2014<\/td><td>\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5168\u4f53\u306e\u30b0\u30e9\u30d5\u306f\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/strong> \u4f5c\u308a\u7d42\u3048\u308b\u524d\u306b\u53e4\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e8%a1%a83%ef%bc%9a%e4%bb%b6%e6%95%b0%e3%81%ae%e4%b8%8a%e9%99%90%e3%82%92%e7%a2%ba%e3%81%8b%e3%82%81%e3%82%8b%e6%89%8b%e9%a0%86\" class=\"wp-block-heading\">\u88683\uff1a\u4ef6\u6570\u306e\u4e0a\u9650\u3092\u78ba\u304b\u3081\u308b\u624b\u9806<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u624b\u9806<\/th><th>\u898b\u308b\u3082\u306e<\/th><\/tr><\/thead><tbody><tr><td>1<\/td><td>\u691c\u7d22\u306e\u8a2d\u5b9a\u3067<strong>\u8fd4\u3059\u4ef6\u6570\u306e\u4e0a\u9650<\/strong>\u3092\u8aad\u3080<\/td><\/tr><tr><td>2<\/td><td>\u4e0a\u9650\u3092<strong>10\u4ef6\u304b\u308920\u4ef6<\/strong>\u3078\u4e0a\u3052\u3089\u308c\u308b\u304b\u8a66\u3059<\/td><\/tr><tr><td>3<\/td><td>\u4e0a\u3052\u3089\u308c\u306a\u3044\u306a\u3089\u3001<strong>\u8fbf\u308c\u308b\u8a2d\u8a08<\/strong>\u3078\u5207\u308a\u66ff\u3048\u308b<\/td><\/tr><tr><td>4<\/td><td>\u4e0a\u3052\u3089\u308c\u3066\u3082\u3001\u5fdc\u7b54\u6642\u9593\u304c<strong>2\u500d<\/strong>\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u898b\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2\u884c\u76ee\u3067\u4e0a\u3052\u3089\u308c\u308b\u74b0\u5883\u306a\u3089\u3001\u305d\u3082\u305d\u3082\u3053\u306e\u8a18\u4e8b\u306e\u554f\u984c\u306f\u8d77\u304d\u307e\u305b\u3093\u3002<\/strong> \u4e0a\u3052\u3089\u308c\u306a\u3044\u524d\u63d0\u306e\u69cb\u6210\u3092\u4f7f\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u3001\u6700\u521d\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002<br>\u8a2d\u5b9a\u3092\u8aad\u3080\u3068\u304d\u306e\u5408\u8a00\u8449\u3082\u7f6e\u3044\u3066\u304a\u304d\u307e\u3059\u3002\u300c\u8fd4\u3059\u4ef6\u6570\u306e\u4e0a\u9650\u306f\u3044\u304f\u3064\u304b\u300d\u3002\u305f\u3060\u3001\u3053\u306e\u4e00\u8a00\u3092\u5148\u306b\u805e\u304f\u3060\u3051\u3067\u3001\u57cb\u3081\u8fbc\u307f\u306e\u5165\u308c\u66ff\u30482\u56de\u3068\u30c1\u30e3\u30f3\u30af\u5206\u5272\u306e\u5909\u66f43\u56de\u304c\u7701\u3051\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u904b\u7528\u3067\u306f\u3001\u6b21\u306e5\u4ef6\u306b\u540d\u524d\u3092\u4ed8\u3051\u3066\u914d\u308a\u307e\u3057\u305f\u3002\u540d\u524d\u304c\u4ed8\u304f\u3068\u3001\u4f1a\u8b70\u306e\u4e2d\u3067\u6307\u5dee\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1\u4ef6\u76ee\u3001\u300c\u4e0a\u4f4dK\u4ef6\u306b\u5165\u3089\u306a\u304b\u3063\u305f\u6587\u66f8\u306f\u3001\u7121\u3044\u306e\u3068\u540c\u3058\u300d\u3002<\/strong> \u5b58\u5728\u3057\u3066\u3044\u3066\u3082\u3001\u5f8c\u6bb5\u306b\u306f\u5c4a\u304d\u307e\u305b\u3093\u3002\u3053\u3053\u306f\u7cbe\u5ea6\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001\u4ef6\u6570\u306e\u554f\u984c\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2\u4ef6\u76ee\u3001\u300c\u518d\u73fe\u7387\u306b\u306f\u3001\u69cb\u9020\u7684\u306a\u5929\u4e95\u304c\u3042\u308b\u300d\u3002<\/strong> \u4e0a\u4f4d10\u4ef6\u3067\u5207\u308b\u9650\u308a\u300111\u4ef6\u76ee\u4ee5\u964d\u304c\u3069\u308c\u3060\u3051\u826f\u304f\u3066\u3082\u5c4a\u304d\u307e\u305b\u3093\u3002\u57cb\u3081\u8fbc\u307f\u3092\u78e8\u3044\u3066\u3082\u3001\u3053\u306e\u5929\u4e95\u306f\u52d5\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\u4ef6\u76ee\u3001\u300c\u57cb\u3081\u8fbc\u307f\u3092\u76f4\u3059\u524d\u306b\u3001\u4ef6\u6570\u306e\u4e0a\u9650\u3092\u7591\u3046\u300d\u3002<\/strong> \u6539\u5584\u306e\u9806\u756a\u3092\u9006\u306b\u3059\u308b\u3068\u3001\u6570\u304b\u6708\u304b\u3051\u3066\u5929\u4e95\u306e\u4e0b\u3092\u78e8\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4\u4ef6\u76ee\u3001\u300c\u30c1\u30e3\u30f3\u30af\u306b\u3001\u96a3\u3092\u6307\u3059\u60c5\u5831\u3092\u6301\u305f\u305b\u308b\u300d\u3002<\/strong> \u524d\u5f8c\u3084\u53c2\u7167\u5148\u3092\u6301\u305f\u305b\u3066\u304a\u304f\u3068\u300110\u4ef6\u3057\u304b\u53d6\u308c\u306a\u304f\u3066\u3082\u5468\u8fba\u3078\u8fbf\u308c\u307e\u3059\u3002\u53d6\u5f97\u4ef6\u6570\u3092\u5897\u3084\u3055\u305a\u306b\u5c4a\u304f\u7bc4\u56f2\u304c\u5e83\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5\u4ef6\u76ee\u3001\u300c\u5168\u4f53\u3092\u4f5c\u3089\u305a\u3001\u5c40\u6240\u3092\u8fbf\u3089\u305b\u308b\u300d\u3002<\/strong> \u5168\u4f53\u306e\u95a2\u4fc2\u56f3\u3092\u4f5c\u308b\u52b4\u529b\u3068\u3001\u96a3\u30921\u4ef6\u6301\u305f\u305b\u308b\u52b4\u529b\u3067\u306f\u3001\u6841\u304c\u9055\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e5\u4ef6\u306f\u30011\u679a\u306b\u5370\u5237\u3057\u3066\u914d\u308c\u308b\u5206\u91cf\u306b\u53ce\u3081\u3066\u3044\u307e\u3059\u3002\u5897\u3084\u3059\u3068\u3001\u8ab0\u3082\u899a\u3048\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"why-recall-thinking-lasts\"><span id=\"%e2%91%a8-%e3%81%93%e3%81%ae%e8%80%83%e3%81%88%e6%96%b9%e3%81%8c%e5%8a%b9%e3%81%8d%e7%b6%9a%e3%81%91%e3%82%8b%e7%90%86%e7%94%b1\">\u2468 \u3053\u306e\u8003\u3048\u65b9\u304c\u52b9\u304d\u7d9a\u3051\u308b\u7406\u7531<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1429\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/11-vector-db-topk-caps-recall-9-scaled.jpg\" alt=\"\u3053\u306e\u8003\u3048\u65b9\u304c\u52b9\u304d\u7d9a\u3051\u308b\u7406\u7531\"\/ class=\"wp-image-2788\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/11-vector-db-topk-caps-recall-9-scaled.jpg 2560w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/11-vector-db-topk-caps-recall-9-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/11-vector-db-topk-caps-recall-9-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/11-vector-db-topk-caps-recall-9-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/11-vector-db-topk-caps-recall-9-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/11-vector-db-topk-caps-recall-9-2048x1143.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u57cb\u3081\u8fbc\u307f\u306f\u3001\u3053\u308c\u304b\u3089\u3082\u826f\u304f\u306a\u308a\u307e\u3059\u3002<strong>\u305d\u308c\u3067\u3082\u3001\u3053\u306e\u5236\u7d04\u306f\u6b8b\u308a\u307e\u3059\u3002<\/strong> \u4ef6\u6570\u3067\u5207\u308b\u3068\u3044\u3046\u8a2d\u8a08\u306f\u3001<strong>\u8cbb\u7528\u3068\u5fdc\u7b54\u901f\u5ea6\u306e\u90fd\u5408\u304b\u3089\u6765\u3066\u3044\u308b<\/strong>\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u5168\u90e8\u3092\u6e21\u305b\u306a\u3044 \u2192 <strong>\u4e0a\u4f4dK\u4ef6\u3067\u5207\u308b<\/strong><br>\u2192 \u5207\u308b \u2192 <strong>\u518d\u73fe\u7387\u306b\u5929\u4e95\u304c\u3067\u304d\u308b<\/strong><br>\u2192 \u5929\u4e95 \u2192 <strong>\u57cb\u3081\u8fbc\u307f\u3067\u306f\u8d8a\u3048\u3089\u308c\u306a\u3044<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6e21\u305b\u308b\u91cf\u306b\u4e0a\u9650\u304c\u3042\u308b\u9650\u308a\u3001\u8fbf\u308c\u308b\u8a2d\u8a08\u304c\u8981\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u3001\u3053\u306e\u8003\u3048\u65b9\u306f\u691c\u7d22\u306b\u9650\u308a\u307e\u305b\u3093\u3002<strong>\u4e00\u5ea6\u306b\u5168\u90e8\u3092\u904b\u3079\u306a\u3044\u5834\u9762\u3059\u3079\u3066\u306b\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\u3002<\/strong> \u904b\u3076\u91cf\u3092\u5897\u3084\u3059\u304b\u3001\u904b\u3093\u3060\u3082\u306e\u304b\u3089\u6b21\u3092\u8fbf\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u304b\u3002<strong>\u305f\u3044\u3066\u3044\u3001\u5f8c\u8005\u306e\u307b\u3046\u304c\u5b89\u3044\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3001\u6b63\u76f4\u306b\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\u3002<strong>\u3053\u306e\u95a2\u4fc2\u6027\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u3001\u8ab0\u304c\u3069\u3046\u4ed8\u3051\u308b\u304b\u306f\u89e3\u3051\u3066\u3044\u307e\u305b\u3093\u3002<\/strong> \u4eba\u304c\u4ed8\u3051\u308b\u3068\u7d9a\u304d\u307e\u305b\u3093\u3002AI\u306b\u4ed8\u3051\u3055\u305b\u308b\u3068\u3001<strong>\u4ed8\u3051\u65b9\u304c\u63fa\u308c\u307e\u3059\u3002<\/strong> \u305d\u3057\u3066\u63fa\u308c\u305f\u95a2\u4fc2\u3092\u8fbf\u308b\u3068\u3001<strong>\u8fbf\u3063\u305f\u5148\u3082\u63fa\u308c\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3044\u307e\u306f\u3001AI\u306b\u4ed8\u3051\u3055\u305b\u3066\u3001\u76ee\u8996\u3067\u76f4\u3057\u3066\u3044\u307e\u3059\u3002<\/strong> \u304d\u308c\u3044\u306a\u89e3\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9806\u756a\u3092\u5909\u3048\u3066\u304b\u3089\u306e\u5b9f\u6e2c\u3067\u3059\u3002<strong>\u57cb\u3081\u8fbc\u307f\u306b\u306f\u624b\u3092\u89e6\u308c\u305a\u3001\u95a2\u4fc2\u6027\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u8db3\u3057\u305f\u3060\u3051<\/strong>\u3067\u3001\u5fc5\u8981\u306a\u6587\u66f8\u306b\u8fbf\u308a\u7740\u3044\u305f\u5272\u5408\u304c\u4e0a\u304c\u308a\u307e\u3057\u305f\u3002\u53d6\u5f97\u4ef6\u6570\u306e\u4e0a\u9650\u306f<strong>10\u4ef6<\/strong>\u306e\u307e\u307e\u3067\u3059\u3002<strong>\u4e0a\u4f4d10\u4ef6\u306e\u3046\u3061\u3001\u95a2\u4fc2\u3092\u8fbf\u308b\u624b\u304c\u304b\u308a\u3092\u6301\u3064\u65ad\u7247\u306f\u5e73\u5747\u30673\u4ef6<\/strong>\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u30461\u4ef6\u3001\u904b\u7528\u3067\u52b9\u3044\u305f\u3053\u3068\u3092\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\u3002<strong>\u53d6\u5f97\u4ef6\u6570\u306e\u4e0a\u9650\u306f\u3001\u8a2d\u5b9a\u753b\u9762\u306b\u66f8\u3044\u3066\u3042\u308a\u307e\u3057\u305f\u3002<\/strong> \u8ab0\u3082\u8aad\u3093\u3067\u3044\u306a\u304b\u3063\u305f\u3060\u3051\u3067\u3059\u3002\u57cb\u3081\u8fbc\u307f\u30922\u56de\u5165\u308c\u66ff\u3048\u3066\u3001\u30c1\u30e3\u30f3\u30af\u306e\u5206\u5272\u30923\u56de\u5909\u3048\u305f\u3042\u3068\u3067\u3001\u3088\u3046\u3084\u304f\u8a2d\u5b9a\u3092\u958b\u304d\u307e\u3057\u305f\u3002<strong>\u624b\u3092\u52d5\u304b\u3059\u524d\u306b\u3001\u5236\u7d04\u3092\u8aad\u3080\u3002<\/strong> \u5f53\u305f\u308a\u524d\u306e\u3053\u3068\u304c\u3001\u3044\u3061\u3070\u3093\u5f8c\u56de\u3057\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u6642\u306e\u5224\u65ad\u3092\u3001\u3082\u30461\u4ef6\u3060\u3051\u5f15\u3044\u3066\u304a\u304d\u307e\u3059\u3002\u300c\u5b9f\u88c5\u306e\u30cf\u30fc\u30c9\u30eb\u304c\u4f4e\u3044\u300d\u3002\u3068\u3053\u308d\u3067\u3001\u3053\u308c\u306f\u6027\u80fd\u3067\u306f\u306a\u304f\u7740\u624b\u306e\u3057\u3084\u3059\u3055\u306e\u8a71\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u7740\u624b\u3067\u304d\u306a\u3044\u6539\u5584\u306f\u5b58\u5728\u3057\u306a\u3044\u306e\u3068\u540c\u3058\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u95a2\u9023\u3057\u3066\u3001<a href=\"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/06\/mcp-instead-of-building-ui\/\">MCP\u3067\u793e\u5185\u306e\u6587\u66f8\u3092AI\u304b\u3089\u5f15\u3051\u308b\u3088\u3046\u306b\u3059\u308b\u8a71<\/a>\u3068\u3001<a href=\"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/06\/llm-cannot-check-its-own-work\/\">LLM\u306b\u81ea\u5206\u306e\u51fa\u529b\u3092\u691c\u8a3c\u3055\u305b\u3066\u306f\u3044\u3051\u306a\u3044\u8a71<\/a>\u3092\u5225\u306b\u66f8\u3044\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/03\/internal-rag-adoption-pitfalls\/\">\u793e\u5185RAG\u304c\u73fe\u5834\u3067\u6b62\u307e\u308b\u5834\u6240\u8a71<\/a>\u306f\u3059\u3067\u306b\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u8aad\u3080\u3068\u3001\u540c\u3058\u5224\u65ad\u304c\u5225\u306e\u5834\u6240\u3067\u3082\u52b9\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u5224\u65ad\u3092\u5b9f\u969b\u306e\u6848\u4ef6\u3067\u4f7f\u3046\u5834\u9762\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/archeco.co.jp\/services\/internal-gpt-rag\/\">\u793e\u5185GPT\u30fbRAG\u69cb\u7bc9<\/a>\u306e\u30da\u30fc\u30b8\u306b\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u4f4d10\u4ef6\u3068\u3044\u3048\u3070\u3001\u691c\u7d22\u7d50\u679c\u306e2\u30da\u30fc\u30b8\u76ee\u3092\u898b\u305f\u8a18\u61b6\u304c\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7121\u304b\u3063\u305f\u306e\u3067\u306f\u306a\u304f\u3001\u898b\u3066\u3044\u306a\u304b\u3063\u305f\u3060\u3051<\/strong>\u3067\u3057\u305f\u3002\u3060\u3044\u305f\u3044\u3044\u3064\u3082\u3001\u305d\u3046\u3044\u3046\u3053\u3068\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0a\u3067\u3059\u3002<\/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\/internal-gpt-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\uff5c\u793e\u5185\u6587\u66f8\u3092\u6839\u62e0\u3064\u304d\u3067\u5f15\u3051\u308b\u72b6\u614b\u306b\u3059\u308b<\/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\">\u95a2\u9023\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/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\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\/07\/28\/agentic-rag-multi-database\/\" 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\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<\/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\/12\/rag-hiyou-1entry-1fact\/\" 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\u306e\u4f5c\u308a\u65b9\uff5c\u624b\u98067\u3064\u3068\u30c1\u30e3\u30f3\u30af\u5206\u5272\u3001\u691c\u7d22\u7cbe\u5ea6\u306e\u4e0a\u3052\u65b9<\/span><span aria-hidden=\"true\" style=\"color:#999;flex-shrink:0\">\u2192<\/span><\/a>\n<\/div>\n<!-- aiam-related-links:end -->\n\n\n<!-- ARCHECO-FAQ:START -->\n\n<h2 id=\"faq\" class=\"wp-block-heading\"><span id=\"%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e3%83%87%e3%83%bc%e3%82%bf%e3%83%99%e3%83%bc%e3%82%b9-%e3%82%88%e3%81%8f%e3%81%82%e3%82%8b%e8%b3%aa%e5%95%8f\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u3088\u304f\u3042\u308b\u8cea\u554f<\/span><\/h2>\n\n\n\n<h3 id=\"faq-q1\" class=\"wp-block-heading\"><span id=\"%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e3%83%87%e3%83%bc%e3%82%bf%e3%83%99%e3%83%bc%e3%82%b9%e3%81%a8%e5%be%93%e6%9d%a5%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%83%99%e3%83%bc%e3%82%b9%e3%81%af%e3%80%81\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u4f55\u304c\u9055\u3044\u307e\u3059\u304b\uff1f<\/span><\/h3>\n\n\n\n<p 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id=\"faq-q2\" class=\"wp-block-heading\"><span id=\"%e3%83%99%e3%82%af%e3%83%88%e3%83%ab%e6%a4%9c%e7%b4%a2%e3%81%a8%e5%85%a8%e6%96%87%e6%a4%9c%e7%b4%a2%e3%81%af%e3%80%81%e3%81%a9%e3%81%a1%e3%82%89%e3%82%92%e4%bd%bf%e3%81%88%e3%81%b0%e3%82%88%e3%81%84\">\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3068\u5168\u6587\u691c\u7d22\u306f\u3001\u3069\u3061\u3089\u3092\u4f7f\u3048\u3070\u3088\u3044\u3067\u3059\u304b\uff1f<\/span><\/h3>\n\n\n\n<p 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