{"id":8304,"date":"2026-03-25T15:36:46","date_gmt":"2026-03-25T06:36:46","guid":{"rendered":"https:\/\/www.sotatek.com\/jp\/?p=8304"},"modified":"2026-08-05T17:47:49","modified_gmt":"2026-08-05T08:47:49","slug":"rag-vectordb","status":"publish","type":"post","link":"https:\/\/www.sotatek.com\/jp\/blogs\/rag-vectordb\/","title":{"rendered":"RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u30fb\u30e1\u30ea\u30c3\u30c8\u30fbVectorDB\u306e\u5f79\u5272\u3092\u89e3\u8aac"},"content":{"rendered":"<p data-start=\"102\" data-end=\"221\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u8fd1\u5e74\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u751f\u6210AI\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u4f01\u696d\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u306f\u6025\u901f\u306b\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u4e00\u65b9\u3067\u3001\u300c\u6700\u65b0\u60c5\u5831\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u300d\u300c\u81ea\u793e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u306a\u3044\u300d\u300c\u8aa4\u3063\u305f\u56de\u7b54\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09\u300d\u3068\u3044\u3063\u305f\u8ab2\u984c\u3082\u660e\u3089\u304b\u306b\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002<\/span><\/p>\n<p data-start=\"223\" data-end=\"348\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u3053\u3046\u3057\u305f\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u3001RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3067\u3059\u3002RAG\u306f\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u3066\u304b\u3089\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u56de\u7b54\u3092\u5b9f\u73fe\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002<\/span><\/p>\n<p data-start=\"350\" data-end=\"447\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u3055\u3089\u306b\u3001\u3053\u306eRAG\u306e\u6027\u80fd\u3092\u652f\u3048\u308b\u91cd\u8981\u306a\u57fa\u76e4\u3068\u3057\u3066\u300c\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08VectorDB\uff09\u300d\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u9ad8\u901f\u306a\u985e\u4f3c\u691c\u7d22\u3092\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u9ad8\u5ea6\u306aAI\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/span><\/p>\n<p data-start=\"449\" data-end=\"543\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u672c\u8a18\u4e8b\u3067\u306f\u3001RAG\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u304b\u3089\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u8ab2\u984c\u3001\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u307e\u3067\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3059\u308b\u3068\u3068\u3082\u306b\u3001RAG\u306b\u4e0d\u53ef\u6b20\u306aVectorDB\u306e\u5f79\u5272\u306b\u3064\u3044\u3066\u3082\u8a73\u3057\u304f\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/span><\/p>\n<h1><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>RAG<\/b><b>\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\uff1f<\/b><\/span><\/h1>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\u3001\u691c\u7d22\u30e2\u30c7\u30eb\uff08Retrieval Model\uff09\u3068\u751f\u6210\u30e2\u30c7\u30eb\uff08Generative Model\uff09\u306e\u5f37\u307f\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u3001\u9ad8\u5ea6\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u6280\u8853\u306e\u4e00\u3064\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u691c\u7d22\u30e2\u30c7\u30eb\u3068\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30af\u30a8\u30ea\u3084\u6587\u8108\u306b\u5fdc\u3058\u3066\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u95a2\u9023\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u6307\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u691c\u7d22\u30af\u30a8\u30ea\u306b\u5bfe\u3057\u3066\u6700\u3082\u95a2\u9023\u6027\u306e\u9ad8\u3044Web\u30da\u30fc\u30b8\u3092\u8fd4\u3059\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u691c\u7d22\u30e2\u30c7\u30eb\u306e\u4e00\u4f8b\u3067\u3059\u3002<\/span><span style=\"font-weight: 400;\">\u4e00\u65b9\u3001\u751f\u6210\u30e2\u30c7\u30eb\u306f\u3001\u8a00\u8a9e\u751f\u6210\u80fd\u529b\u3092\u7528\u3044\u3066\u65b0\u3057\u3044\u6587\u7ae0\u3092\u751f\u6210\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002\u6a5f\u68b0\u7ffb\u8a33\u30b7\u30b9\u30c6\u30e0\u3084\u5bfe\u8a71\u578b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306a\u3069\u304c\u4ee3\u8868\u7684\u306a\u4f8b\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u5f93\u6765\u306eNLP\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u691c\u7d22\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u307e\u305f\u306f\u751f\u6210\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u3069\u3061\u3089\u304b\u4e00\u65b9\u3092\u63a1\u7528\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001RAG\u306f\u3053\u308c\u30892\u3064\u306e\u624b\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002<\/span><span style=\"font-weight: 400;\">RAG\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u306f\u3001\u95a2\u9023\u3059\u308b\u80cc\u666f\u77e5\u8b58\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u305d\u308c\u3092\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u751f\u6210\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092\u5927\u304d\u304f\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3044\u3046\u70b9\u306b\u3042\u308a\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u4f8b\u3048\u3070\u3001RAG\u3092\u5229\u7528\u3057\u305f\u5bfe\u8a71\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u307e\u305a\u4f1a\u8a71\u306e\u6587\u8108\u306b\u95a2\u9023\u3059\u308b\u6587\u7ae0\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u53d6\u5f97\u3057\u305f\u60c5\u5831\u3092\u751f\u6210\u30e2\u30c7\u30eb\uff08seq2seq\u30e2\u30c7\u30eb\uff09\u306b\u5165\u529b\u3057\u3001\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3088\u308a\u77e5\u8b58\u306b\u57fa\u3065\u3044\u305f\u3001\u6587\u8108\u306b\u5408\u3063\u305f\u81ea\u7136\u306a\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u3053\u306e\u3088\u3046\u306bRAG\u306f\u3001\u95a2\u9023\u60c5\u5831\u3092\u53ce\u96c6\u3059\u308b\u9ad8\u3044\u691c\u7d22\u80fd\u529b\u3068\u3001\u81ea\u7136\u3067\u4eba\u9593\u3089\u3057\u3044\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u80fd\u529b\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002\u3053\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306a\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001\u30aa\u30fc\u30d7\u30f3\u30c9\u30e1\u30a4\u30f3\u8cea\u554f\u5fdc\u7b54\u3084\u5bfe\u8a71\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u6700\u5148\u7aef\u306e\u6210\u679c\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h1><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>RAG\u30e2\u30c7\u30eb\u306e\u4ed5\u7d44\u307f\uff1a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u6982\u8981<\/b><\/span><\/h1>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">RAG\u30e2\u30c7\u30eb\u306f\u3001\u4e3b\u306b\u6b21\u306e3\u3064\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ol>\n<li><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>\u691c\u7d22\u30b7\u30b9\u30c6\u30e0<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">\u30ca\u30ec\u30c3\u30b8\u30bd\u30fc\u30b9\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u3001\u30af\u30a8\u30ea\u306b\u95a2\u9023\u3059\u308b\u6587\u7ae0\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\u3059\u308b\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002\u691c\u7d22\u65b9\u6cd5\u306b\u306f\u3001\u758e\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3001\u5bc6\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3001\u5168\u6587\u691c\u7d22\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/span><\/li>\n<li><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>\u518d\u30e9\u30f3\u30ad\u30f3\u30b0<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\"> \u53d6\u5f97\u3055\u308c\u305f\u8907\u6570\u306e\u6587\u7ae0\u3092\u518d\u8a55\u4fa1\u3057\u3001\u3088\u308a\u95a2\u9023\u6027\u306e\u9ad8\u3044\u9806\u306b\u4e26\u3073\u66ff\u3048\u307e\u3059\u3002\u901a\u5e38\u306f\u3001\u30af\u30a8\u30ea\u3068\u6587\u7ae0\u306e\u95a2\u4fc2\u6027\u3092\u3088\u308a\u7cbe\u5bc6\u306b\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u30af\u30ed\u30b9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u3092\u7528\u3044\u305f\u30e2\u30c7\u30eb\u304c\u5229\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/span><\/li>\n<li><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>\u751f\u6210\u30e2\u30c7\u30eb<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\"> \u53d6\u5f97\u3057\u305f\u6587\u7ae0\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u3084\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/span><span style=\"font-weight: 400;\">\u4e00\u822c\u7684\u306b\u306f\u3001<\/span>seq2seq\uff08Sequence-to-Sequence\uff09\u30e2\u30c7\u30eb<span style=\"font-weight: 400;\">\u304c\u4f7f\u7528\u3055\u308c\u3001\u30af\u30ed\u30b9\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u691c\u7d22\u7d50\u679c\u306e\u60c5\u5831\u3092\u53d6\u308a\u8fbc\u307f\u306a\u304c\u3089\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/span><\/span><\/li>\n<\/ol>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-8311\" src=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E4%BB%95%E7%B5%84%E3%81%BF.jpg\" alt=\"RAG\u30e2\u30c7\u30eb\u306e\u4ed5\u7d44\u307f\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E4%BB%95%E7%B5%84%E3%81%BF.jpg 1920w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E4%BB%95%E7%B5%84%E3%81%BF-768x432.jpg 768w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E4%BB%95%E7%B5%84%E3%81%BF-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<h1><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>RAG\u306e\u57fa\u672c\u7684\u306a\u51e6\u7406\u30d5\u30ed\u30fc<\/b><\/span><\/h1>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">RAG\u30e2\u30c7\u30eb\u304c\u5165\u529b\u30af\u30a8\u30ea\u3092\u51e6\u7406\u3059\u308b\u4e00\u822c\u7684\u306a\u6d41\u308c\u306f\u3001\u6b21\u306e\u901a\u308a\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>1. \u5165\u529b\u30af\u30a8\u30ea<\/b><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u5165\u529b\u30af\u30a8\u30ea\u306f\u3001\u691c\u7d22\u30af\u30a8\u30ea\u3001\u8cea\u554f\u5fdc\u7b54\u306e\u8cea\u554f\u6587\u3001\u5bfe\u8a71\u30b7\u30b9\u30c6\u30e0\u306e\u767a\u8a71\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u306e\u30c6\u30ad\u30b9\u30c8\u304c\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>2. \u691c\u7d22<\/b><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u304c\u3001\u30ca\u30ec\u30c3\u30b8\u30bd\u30fc\u30b9\u304b\u3089\u30af\u30a8\u30ea\u306b\u95a2\u9023\u3059\u308b\u4e0a\u4f4dk\u4ef6\u306e\u6587\u7ae0\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\u3053\u306e\u691c\u7d22\u306f\u3001\u610f\u5473\u30d9\u30fc\u30b9\u306e\u5bc6\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3084\u3001TF-IDF\u306a\u3069\u306e\u758e\u30d9\u30af\u30c8\u30eb\u624b\u6cd5\u306b\u3088\u3063\u3066\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>3. \u518d\u30e9\u30f3\u30ad\u30f3\u30b0<\/b><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u53d6\u5f97\u3055\u308c\u305fk\u4ef6\u306e\u6587\u7ae0\u3092\u518d\u8a55\u4fa1\u3057\u3001\u3088\u308a\u95a2\u9023\u6027\u306e\u9ad8\u3044\u9806\u306b\u4e26\u3073\u66ff\u3048\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001\u30af\u30a8\u30ea\u306b\u6700\u3082\u9069\u3057\u305f\u60c5\u5831\u3092\u9078\u629e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>4. \u751f\u6210\u30e2\u30c7\u30eb\u3078\u306e\u5165\u529b<\/b><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u518d\u30e9\u30f3\u30ad\u30f3\u30b0\u3055\u308c\u305f<\/span>\u4e0a\u4f4d\u4ef6\u306e\u6587\u7ae0<span style=\"font-weight: 400;\">\u3092\u3001\u5143\u306e\u30af\u30a8\u30ea\u3068\u7d50\u5408\u3057\u307e\u3059\u3002\u3053\u306e\u7d50\u5408\u3055\u308c\u305f\u5165\u529b\u304c\u3001\u751f\u6210\u30e2\u30c7\u30eb\uff08seq2seq\u30e2\u30c7\u30eb\uff09\u306b\u9001\u3089\u308c\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>5. \u51fa\u529b\u306e\u751f\u6210<\/b><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u751f\u6210\u30e2\u30c7\u30eb\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u691c\u7d22\u3055\u308c\u305f\u6587\u7ae0\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/span><span style=\"font-weight: 400;\">\u305d\u306e\u7d50\u679c\u3001\u8cea\u554f\u3078\u306e\u56de\u7b54\u3001\u5bfe\u8a71\u306e\u5fdc\u7b54\u3001\u8981\u7d04\u306a\u3069\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">RAG\u30e2\u30c7\u30eb\u306f\u3001\u5916\u90e8\u306e\u77e5\u8b58\u3092\u6d3b\u7528\u3067\u304d\u308b\u70b9\u304c\u5927\u304d\u306a\u7279\u5fb4\u3067\u3059\u3002<\/span><span style=\"font-weight: 400;\">\u5f93\u6765\u306e\u751f\u6210\u30e2\u30c7\u30eb\u306f\u3001\u5b66\u7fd2\u6e08\u307f\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3060\u3051\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001RAG\u3067\u306f\u5916\u90e8\u306e\u77e5\u8b58\u30bd\u30fc\u30b9\u304b\u3089\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3066\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306b\u53d6\u308a\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><span style=\"font-weight: 400;\">\u3053\u306e\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001\u5916\u90e8\u60c5\u5831\u3092\u5229\u7528\u3067\u304d\u306a\u304b\u3063\u305f\u5f93\u6765\u306e\u7d14\u7c8b\u306a\u751f\u6210\u30e2\u30c7\u30eb\u3068\u6bd4\u3079\u3066\u3001\u3088\u308a\u6b63\u78ba\u3067\u77e5\u8b58\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-8313\" src=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%81%AE%E5%9F%BA%E6%9C%AC%E7%9A%84%E3%81%AA%E5%87%A6%E7%90%86%E3%83%95%E3%83%AD%E3%83%BC.jpg\" alt=\"RAG\u306e\u57fa\u672c\u7684\u306a\u51e6\u7406\u30d5\u30ed\u30fc\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%81%AE%E5%9F%BA%E6%9C%AC%E7%9A%84%E3%81%AA%E5%87%A6%E7%90%86%E3%83%95%E3%83%AD%E3%83%BC.jpg 1920w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%81%AE%E5%9F%BA%E6%9C%AC%E7%9A%84%E3%81%AA%E5%87%A6%E7%90%86%E3%83%95%E3%83%AD%E3%83%BC-768x432.jpg 768w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%81%AE%E5%9F%BA%E6%9C%AC%E7%9A%84%E3%81%AA%E5%87%A6%E7%90%86%E3%83%95%E3%83%AD%E3%83%BC-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<h1><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u306e\u30e1\u30ea\u30c3\u30c8<\/span><\/h1>\n<p data-start=\"38\" data-end=\"184\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u306f\u3001\u751f\u6210AI\u30e2\u30c7\u30eb\u3092\u7279\u5b9a\u306e\u30c9\u30e1\u30a4\u30f3\u7528\u9014\u306b\u9069\u5fdc\u3055\u305b\u308b\u969b\u306b\u3001\u9ad8\u984d\u306a\u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u56de\u907f\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u4f01\u696d\u306fRAG\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u77e5\u8b58\u30d9\u30fc\u30b9\u306e\u4e0d\u8db3\u3092\u88dc\u3044\u3001\u3088\u308a\u8cea\u306e\u9ad8\u3044\u56de\u7b54\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<h2 data-section-id=\"1ljtyse\" data-start=\"355\" data-end=\"378\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044AI\u5c0e\u5165\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/span><\/h2>\n<p data-start=\"380\" data-end=\"504\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">AI\u5c0e\u5165\u6642\u3001\u591a\u304f\u306e\u7d44\u7e54\u306f\u307e\u305a\u57fa\u76e4\u30e2\u30c7\u30eb\uff08\u30d5\u30a1\u30a6\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\uff09\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30e2\u30c7\u30eb\u958b\u767a\u306e\u57fa\u76e4\u3068\u306a\u308b\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u4e00\u822c\u7684\u306b\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u516c\u958b\u30c7\u30fc\u30bf\u306a\u3069\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6642\u70b9\u3067\u5229\u7528\u53ef\u80fd\u3060\u3063\u305f\u60c5\u5831\u3092\u3082\u3068\u306b\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p data-start=\"506\" data-end=\"582\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u3057\u304b\u3057\u3001\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08\u7279\u5b9a\u306e\u30c9\u30e1\u30a4\u30f3\u30c7\u30fc\u30bf\u3067\u518d\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\uff09\u306f\u3001\u8a08\u7b97\u30b3\u30b9\u30c8\u3084\u30ea\u30bd\u30fc\u30b9\u306e\u9762\u3067\u975e\u5e38\u306b\u8ca0\u62c5\u304c\u5927\u304d\u3044\u3067\u3059\u3002RAG\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u4f01\u696d\u306f\u793e\u5185\u306e\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u5229\u7528\u3057\u306a\u304c\u3089\u3001\u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306a\u3057\u3067\u540c\u69d8\u306e\u6027\u80fd\u5411\u4e0a\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30b3\u30b9\u30c8\u3084\u30ea\u30bd\u30fc\u30b9\u306e\u5897\u52a0\u3092\u6291\u3048\u3064\u3064\u3001AI\u306e\u5c0e\u5165\u898f\u6a21\u3092\u67d4\u8edf\u306b\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h2 data-section-id=\"uc4pbo\" data-start=\"690\" data-end=\"713\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u6700\u65b0\u304b\u3064\u30c9\u30e1\u30a4\u30f3\u7279\u5316\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/span><\/h2>\n<p data-start=\"715\" data-end=\"806\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u751f\u6210AI\u30e2\u30c7\u30eb\u306b\u306f\u300c\u77e5\u8b58\u30ab\u30c3\u30c8\u30aa\u30d5\u300d\u3068\u547c\u3070\u308c\u308b\u9650\u754c\u304c\u3042\u308a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u304c\u6700\u5f8c\u306b\u66f4\u65b0\u3055\u308c\u305f\u6642\u70b9\u4ee5\u964d\u306e\u60c5\u5831\u306f\u53cd\u6620\u3055\u308c\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u6642\u9593\u304c\u7d4c\u3064\u307b\u3069\u60c5\u5831\u306e\u9bae\u5ea6\u3084\u95a2\u9023\u6027\u304c\u4f4e\u4e0b\u3057\u307e\u3059\u3002RAG\u306f\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53d6\u5f97\u3057\u3001\u6700\u65b0\u60c5\u5831\u3092\u56de\u7b54\u306b\u53cd\u6620\u3057\u307e\u3059\u3002\u4f01\u696d\u306f\u9867\u5ba2\u30c7\u30fc\u30bf\u3001\u7814\u7a76\u8cc7\u6599\u3001\u696d\u754c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306a\u3069\u3001\u7279\u5b9a\u306e\u60c5\u5831\u3092\u30e2\u30c7\u30eb\u306b\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001API\u3092\u901a\u3058\u3066\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u63a5\u7d9a\u3059\u308b\u3053\u3068\u3067\u3001SNS\u306e\u6295\u7a3f\u3084\u30ec\u30d3\u30e5\u30fc\u3001\u30cb\u30e5\u30fc\u30b9\u306a\u3069\u3092\u6d3b\u7528\u3057\u3001\u5e02\u5834\u52d5\u5411\u3092\u3088\u308a\u6b63\u78ba\u306b\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h2 data-section-id=\"1now3vq\" data-start=\"961\" data-end=\"986\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">AI\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u5e7b\u899a\uff09\u306e\u30ea\u30b9\u30af\u4f4e\u6e1b<\/span><\/h2>\n<p data-start=\"988\" data-end=\"1081\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">GPT\u306e\u3088\u3046\u306a\u751f\u6210AI\u30e2\u30c7\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u3082\u3068\u306b\u6700\u3082\u78ba\u304b\u3089\u3057\u3044\u51fa\u529b\u3092\u4e88\u6e2c\u3057\u307e\u3059\u304c\u3001\u5b9f\u5728\u3057\u306a\u3044\u30d1\u30bf\u30fc\u30f3\u3092\u8aa4\u3063\u3066\u691c\u51fa\u3057\u3001\u4e8b\u5b9f\u3067\u306f\u306a\u3044\u60c5\u5831\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09\u3002<\/span><\/p>\n<p data-start=\"1083\" data-end=\"1151\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u306f\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u5916\u90e8\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u3001\u3053\u3046\u3057\u305f\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5b8c\u5168\u306b\u8aa4\u308a\u3092\u9632\u3050\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<h2 data-section-id=\"15l1s7y\" data-start=\"1158\" data-end=\"1171\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30e6\u30fc\u30b6\u30fc\u4fe1\u983c\u306e\u5411\u4e0a<\/span><\/h2>\n<p data-start=\"1173\" data-end=\"1222\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306a\u3069\u306e\u751f\u6210AI\u304c\u6709\u52b9\u306b\u6a5f\u80fd\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u305d\u306e\u56de\u7b54\u3092\u4fe1\u983c\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002RAG\u306f\u56de\u7b54\u306b\u60c5\u5831\u30bd\u30fc\u30b9\u306e\u5f15\u7528\u3092\u542b\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u305d\u306e\u6b63\u78ba\u6027\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u4f01\u696d\u5185\u306e\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u69cb\u9020\u306e\u4e2d\u304b\u3089\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3078\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u70b9\u3082\u5927\u304d\u306a\u5229\u70b9\u3067\u3059\u3002<\/span><\/p>\n<h2 data-section-id=\"ech9jf\" data-start=\"1322\" data-end=\"1335\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u62e1\u5f35<\/span><\/h2>\n<p data-start=\"1337\" data-end=\"1381\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3053\u3068\u3067\u30011\u3064\u306e\u30e2\u30c7\u30eb\u3067\u5bfe\u5fdc\u53ef\u80fd\u306a\u30bf\u30b9\u30af\u306e\u5e45\u304c\u5e83\u304c\u308a\u307e\u3059\u3002RAG\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u60c5\u5831\u3092\u53d6\u5f97\u30fb\u7d71\u5408\u3067\u304d\u308b\u305f\u3081\u3001\u8907\u96d1\u306a\u554f\u3044\u5408\u308f\u305b\u306b\u3082\u5bfe\u5fdc\u53ef\u80fd\u3068\u306a\u308a\u3001\u4f01\u696d\u306f\u3088\u308a\u9ad8\u3044\u4fa1\u5024\u3092\u5f15\u304d\u51fa\u305b\u307e\u3059\u3002<\/span><\/p>\n<h2 data-section-id=\"eowdos\" data-start=\"1454\" data-end=\"1476\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u958b\u767a\u8005\u306b\u3088\u308b\u5236\u5fa1\u6027\u3068\u30e2\u30c7\u30eb\u4fdd\u5b88\u306e\u5411\u4e0a<\/span><\/h2>\n<p data-start=\"1478\" data-end=\"1528\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u73fe\u4ee3\u306e\u4f01\u696d\u306f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3063\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u8a2d\u8a08\u304cRAG\u306e\u6210\u529f\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u958b\u767a\u8005\u306f\u30e2\u30c7\u30eb\u304c\u30a2\u30af\u30bb\u30b9\u3059\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u67d4\u8edf\u306b\u5909\u66f4\u3067\u304d\u308b\u305f\u3081\u3001\u7528\u9014\u306e\u5207\u308a\u66ff\u3048\u3082\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002\u65b0\u3057\u3044\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u969b\u3082\u3001\u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u306a\u304f\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u8abf\u6574\u3067\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n<h2 data-section-id=\"bwyfdd\" data-start=\"1626\" data-end=\"1642\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5f37\u5316<\/span><\/h2>\n<p data-start=\"1644\" data-end=\"1702\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u306f\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u30e2\u30c7\u30eb\u306b\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u53c2\u7167\u3059\u308b\u5f62\u3067\u5229\u7528\u3059\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u3068\u30c7\u30fc\u30bf\u306e\u5206\u96e2\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002\u4f01\u696d\u306f\u81ea\u793e\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3057\u306a\u304c\u3089\u5fc5\u8981\u306a\u7bc4\u56f2\u3067\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u306e\u7ba1\u7406\u3084\u53d6\u308a\u6d88\u3057\u3082\u5bb9\u6613\u3067\u3059\u3002<\/span><\/p>\n<p data-start=\"1763\" data-end=\"1862\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u305f\u3060\u3057\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u81ea\u4f53\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306f\u91cd\u8981\u3067\u3059\u3002RAG\u3067\u4f7f\u7528\u3055\u308c\u308b\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u4fb5\u5bb3\u3055\u308c\u305f\u5834\u5408\u3001\u57cb\u3081\u8fbc\u307f\u30c7\u30fc\u30bf\u304b\u3089\u5143\u30c7\u30fc\u30bf\u304c\u5fa9\u5143\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u6697\u53f7\u5316\u306a\u3069\u306e\u5bfe\u7b56\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h1><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>\u306a\u305cRAG\u306b\u304a\u3044\u3066\u52b9\u7387\u7684\u306a\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u91cd\u8981\u306a\u306e\u304b<\/b><\/span><\/h1>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">RAG\u30e2\u30c7\u30eb\u306e\u80fd\u529b\u3092\u652f\u3048\u308b\u91cd\u8981\u306a\u8981\u7d20\u306e\u4e00\u3064\u304c\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u521d\u671f\u306e\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u3067\u4f7f\u7528\u3055\u308c\u308b\u57cb\u3081\u8fbc\u307f\u3092\u4fdd\u5b58\u3057\u3001\u9ad8\u901f\u306a\u610f\u5473\u691c\u7d22\u3092\u5b9f\u73fe\u3059\u308b\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">RAG\u30e2\u30c7\u30eb\u304c\u3001\u6570\u5341\u5104\u898f\u6a21\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u542b\u3080\u5de8\u5927\u306a\u30b3\u30fc\u30d1\u30b9\u3092\u6271\u3046\u305f\u3081\u306b\u306f\u3001\u30d9\u30af\u30c8\u30eb\u8868\u73fe\u3092\u52b9\u7387\u7684\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u3057\u3001\u9ad8\u901f\u306b\u691c\u7d22\u3067\u304d\u308b\u4ed5\u7d44\u307f\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u305d\u3053\u3067\u91cd\u8981\u306b\u306a\u308b\u306e\u304c\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">Weaviate<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">Chroma<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">FAISS<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">Vespa<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">Pinecone<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u6570\u5341\u5104\u898f\u6a21\u306e\u6587\u7ae0\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30d9\u30af\u30c8\u30eb\u3092\u4fdd\u5b58\u3057\u3001\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3067\u985e\u4f3c\u691c\u7d22\u3092\u884c\u3046\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/span><\/p>\n<h1><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e3b\u306a\u5f37\u307f<\/b><\/span><\/h1>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u7279\u306b\u6b21\u306e\u3088\u3046\u306a\u6a5f\u80fd\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-8314\" src=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/%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%E5%BC%B7%E3%81%BF.jpg\" alt=\"\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e3b\u306a\u5f37\u307f\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/%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%E5%BC%B7%E3%81%BF.jpg 1920w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/%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%E5%BC%B7%E3%81%BF-768x432.jpg 768w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/%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%E5%BC%B7%E3%81%BF-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>1. \u52b9\u7387\u7684\u306a\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210<\/b><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u5229\u7528\u3057\u3066\u30d9\u30af\u30c8\u30eb\u7a7a\u9593\u3092\u5727\u7e2e\u3057\u3001\u691c\u7d22\u6027\u80fd\u3092\u9ad8\u3081\u307e\u3059\u3002\u4f8b\u3048\u3070\u4ee5\u4e0b\u306e\u6280\u8853\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u9006\u30a4\u30f3\u30c7\u30c3\u30af\u30b9<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30c4\u30ea\u30fc<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u91cf\u5b50\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u3053\u308c\u306b\u3088\u308a\u3001<\/span>GPU\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u9ad8\u901f\u51e6\u7406<span style=\"font-weight: 400;\">\u3082\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>2. \u8fd1\u4f3c\u6700\u8fd1\u508d\u63a2\u7d22<\/b><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u3059\u3079\u3066\u306e\u30d9\u30af\u30c8\u30eb\u3092\u5b8c\u5168\u306b\u6bd4\u8f03\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001<\/span>\u8fd1\u4f3c\u7684\u306b\u6700\u3082\u8fd1\u3044\u30d9\u30af\u30c8\u30eb\u3092\u9ad8\u901f\u306b\u898b\u3064\u3051\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<span style=\"font-weight: 400;\">\u3092\u5229\u7528\u3057\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u306b\u306f\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u30cf\u30c3\u30b7\u30e5\u691c\u7d22<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">HNSW\u30b0\u30e9\u30d5<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">Product Quantization<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u3053\u308c\u306b\u3088\u308a\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3082<\/span>\u9ad8\u901f\u306a\u691c\u7d22\u51e6\u7406<span style=\"font-weight: 400;\">\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>3. \u30af\u30e9\u30a6\u30c9\u304a\u3088\u3073\u30a4\u30f3\u30d5\u30e9\u6700\u9069\u5316<\/b><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u591a\u304f\u306e\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u30a4\u30f3\u30d5\u30e9\u6280\u8853\u3082\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u5206\u6563\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30af\u30e9\u30b9\u30bf<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u30db\u30c3\u30c8\u30c7\u30fc\u30bf\u306e\u30ad\u30e3\u30c3\u30b7\u30e5<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u9ad8\u5ea6\u306a\u30af\u30a8\u30ea\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">\u3053\u3046\u3057\u305f\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001<\/span>\u4e16\u754c\u4e2d\u306e\u30b5\u30fc\u30d0\u30fc\u3092\u5229\u7528\u3057\u305f\u5927\u898f\u6a21\u306a\u691c\u7d22\u51e6\u7406<span style=\"font-weight: 400;\">\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/span>\u3082\u3057\u3053\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u5b58\u5728\u3057\u306a\u3051\u308c\u3070\u3001RAG\u30e2\u30c7\u30eb\u306f\u691c\u7d22\u51e6\u7406\u304c\u9045\u304f\u30b3\u30b9\u30c8\u3082\u9ad8\u304f\u306a\u308b\u305f\u3081\u3001\u5b9f\u7528\u7684\u306b\u904b\u7528\u3059\u308b\u3053\u3068\u306f\u96e3\u3057\u3044\u3067\u3057\u3087\u3046\u3002<\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u9ad8\u901f\u306a\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u304c\u53ef\u80fd\u306b\u306a\u308b\u3053\u3068\u3067\u3001RAG\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u691c\u7d22\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3067\u306f\u306a\u304f\u3001\u3080\u3057\u308d\u30a8\u30f3\u30b3\u30fc\u30c0\u3084\u30c7\u30b3\u30fc\u30c0\u306e\u51e6\u7406\u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308b\u307b\u3069\u306e\u6027\u80fd\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<span style=\"font-weight: 400;\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001RAG\u306e\u3088\u3046\u306a<\/span>\u30cb\u30e5\u30fc\u30e9\u30eb\u691c\u7d22\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<span style=\"font-weight: 400;\">\u3092\u652f\u3048\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u9ad8\u901f\u306a\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e00\u4f8b\u3067\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"font-weight: 400; font-family: 'Noto Sans JP', sans-serif;\">\u3053\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u30d9\u30af\u30c8\u30eb\u306e\u4fdd\u5b58\u3068\u8fd1\u4f3c\u6700\u8fd1\u508d\u63a2\u7d22\u306b\u7279\u5316\u3057\u3066\u304a\u308a\u3001\u4f59\u5206\u306a\u6a5f\u80fd\u3092\u6392\u9664\u3057\u305f\u30b7\u30f3\u30d7\u30eb\u306a\u8a2d\u8a08\u306b\u3088\u3063\u3066\u3001\u975e\u5e38\u306b\u9ad8\u3044\u691c\u7d22\u901f\u5ea6\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h1><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e3b\u306a\u6a5f\u80fd<\/b><\/span><\/h1>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>1. \u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30ec\u30fc\u30b8<\/b><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><span style=\"font-weight: 400;\">VectorDB\u306e\u4e3b\u306a\u5f79\u5272\u306f\u3001<\/span>\u9ad8\u5bc6\u5ea6\u30d9\u30af\u30c8\u30eb\u306e\u52b9\u7387\u7684\u306a\u4fdd\u5b58<span style=\"font-weight: 400;\">\u3067\u3059\u3002<\/span><span style=\"font-weight: 400;\">\u4e00\u822c\u7684\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u7570\u306a\u308a\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\uff08\u6d6e\u52d5\u5c0f\u6570\u70b9\u6570\uff09\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>2. GPU\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3<\/b><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\">GPU\u30b3\u30a2\u3092\u5229\u7528\u3057\u305f\u4e26\u5217\u51e6\u7406\u306b\u3088\u308a\u3001\u975e\u5e38\u306b\u9ad8\u901f\u306a\u691c\u7d22\u51e6\u7406\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u307e\u305f\u3001Faiss\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u6d3b\u7528\u3057\u3066\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u3084\u691c\u7d22\u51e6\u7406\u3092\u9ad8\u901f\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>3. \u5206\u6563\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/b><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u30c7\u30fc\u30bf\u3092\u5206\u6563\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3067\u3001\u5de8\u5927\u306a\u30d9\u30af\u30c8\u30eb\u7a7a\u9593\u3092\u52b9\u7387\u7684\u306b\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001\u6570\u5146\u898f\u6a21\u306e\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u3067\u3082\u9ad8\u901f\u306a\u691c\u7d22\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><b>4. \u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6<\/b><\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30b5\u30fc\u30d0\u30fc\u7ba1\u7406\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u5b9a\u3092\u610f\u8b58\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u3001\u5b8c\u5168\u7ba1\u7406\u578b\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002\u30af\u30a8\u30ea\u91cf\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3082\u884c\u308f\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong data-start=\"492\" data-end=\"504\">5. REST API<\/strong><\/span><br data-start=\"504\" data-end=\"507\" \/><br \/>\n<span style=\"font-family: 'Noto Sans JP', sans-serif;\">vectorDB.search \u3084 vectorDB.insert\u00a0\u306e\u3088\u3046\u306a\u30b7\u30f3\u30d7\u30eb\u306aAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u901a\u3058\u3066\u3001\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u3067\u3082\u30d9\u30af\u30c8\u30eb\u64cd\u4f5c\u304c\u53ef\u80fd\u3067\u3059\u3002\u5c02\u7528\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u7d44\u307f\u8fbc\u3080\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p data-start=\"626\" data-end=\"722\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong data-start=\"626\" data-end=\"657\">6. \u6700\u65b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/strong><\/span><br data-start=\"657\" data-end=\"660\" \/><br \/>\n<span style=\"font-family: 'Noto Sans JP', sans-serif;\">HNSW\u3001IVF\u3001OPQ\u306a\u3069\u306e\u6700\u5148\u7aef\u306e\u8fd1\u4f3c\u6700\u8fd1\u508d\u63a2\u7d22\uff08ANN\uff09\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7d99\u7d9a\u7684\u306b\u53d6\u308a\u5165\u308c\u3001\u7cbe\u5ea6\u3068\u901f\u5ea6\u306e\u6700\u9069\u5316\u3092\u56f3\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h1 data-section-id=\"ne2fmf\" data-start=\"17\" data-end=\"42\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/span><\/h1>\n<p data-start=\"44\" data-end=\"127\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u6700\u5148\u7aef\u306eRAG\u30e2\u30c7\u30eb\u3092\u652f\u3048\u308b\u305f\u3081\u306b\u5341\u5206\u306a\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u6a19\u6e96\u7684\u306a\u672c\u756a\u74b0\u5883\u306b\u304a\u3051\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u4e00\u4f8b\u3067\u3059\u3002<\/span><\/p>\n<p data-section-id=\"1l8g1im\" data-start=\"134\" data-end=\"164\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>1. \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u901f\u5ea6<\/strong><\/span><\/p>\n<ul data-start=\"166\" data-end=\"261\">\n<li data-section-id=\"fq8v53\" data-start=\"166\" data-end=\"197\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">1\u6642\u9593\u3042\u305f\u308a4\u51048,000\u4e07\u4ef6\u4ee5\u4e0a\u306e\u30d9\u30af\u30c8\u30eb\u3092\u767b\u9332\u53ef\u80fd<\/span><\/li>\n<li data-section-id=\"rp2cmd\" data-start=\"198\" data-end=\"227\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">120\u5104\u4ef6\u4ee5\u4e0a\u306e\u30d9\u30af\u30c8\u30eb\u30921\u65e5\u672a\u6e80\u3067\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316<\/span><\/li>\n<li data-section-id=\"ux7ngg\" data-start=\"228\" data-end=\"261\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u5de8\u5927\u30b3\u30fc\u30d1\u30b9\u306e\u53cd\u5fa9\u7684\u306a\u518d\u5b66\u7fd2\uff08\u30a4\u30c6\u30ec\u30fc\u30c6\u30a3\u30d6\u306a\u66f4\u65b0\uff09\u3092\u5b9f\u73fe<\/span><\/li>\n<\/ul>\n<p data-section-id=\"1dlsh8e\" data-start=\"268\" data-end=\"296\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>2. \u30af\u30a8\u30ea\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc<\/strong><\/span><\/p>\n<ul data-start=\"298\" data-end=\"370\">\n<li data-section-id=\"m24aak\" data-start=\"298\" data-end=\"319\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u901a\u5e38\u306e\u691c\u7d22\u306f10\u301c25\u30df\u30ea\u79d2\u3067\u5b9f\u884c<\/span><\/li>\n<li data-section-id=\"13uppfw\" data-start=\"320\" data-end=\"347\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">99\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u306f\u7d0450\u30df\u30ea\u79d2<\/span><\/li>\n<li data-section-id=\"1np2weh\" data-start=\"348\" data-end=\"370\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u6700\u5927\u3067\u3082100\u30df\u30ea\u79d2\u4ee5\u5185\u306b\u53ce\u307e\u308b\u8a2d\u8a08<\/span><\/li>\n<\/ul>\n<p data-section-id=\"1fb9i60\" data-start=\"377\" data-end=\"408\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>3. \u30af\u30a8\u30ea\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8<\/strong><\/span><\/p>\n<ul data-start=\"410\" data-end=\"489\">\n<li data-section-id=\"94fjdu\" data-start=\"410\" data-end=\"436\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">1\u53f0\u3042\u305f\u308a\u6bce\u79d262,000\u4ef6\u306e\u691c\u7d22\u51e6\u7406\u304c\u53ef\u80fd<\/span><\/li>\n<li data-section-id=\"1ie9152\" data-start=\"437\" data-end=\"459\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30af\u30e9\u30b9\u30bf\u30b5\u30a4\u30ba\u306b\u5fdc\u3058\u3066\u7dda\u5f62\u306b\u30b9\u30b1\u30fc\u30eb<\/span><\/li>\n<li data-section-id=\"1vgtvjx\" data-start=\"460\" data-end=\"489\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u3088\u308a\u30b9\u30d1\u30a4\u30af\u8ca0\u8377\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc<\/span><\/li>\n<\/ul>\n<p data-section-id=\"1e55tby\" data-start=\"496\" data-end=\"524\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>4. \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5bb9\u91cf<\/strong><\/span><\/p>\n<ul data-start=\"526\" data-end=\"603\">\n<li data-section-id=\"l1nu7f\" data-start=\"526\" data-end=\"553\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6700\u59275\u5146\u4ef6\u306e\u30d9\u30af\u30c8\u30eb\u3092\u4fdd\u6301\u53ef\u80fd<\/span><\/li>\n<li data-section-id=\"1cyox3q\" data-start=\"554\" data-end=\"580\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30de\u30eb\u30c1\u30af\u30e9\u30b9\u30bf\u69cb\u6210\u3067\u306f\u6570\u767e\u5146\u898f\u6a21\u307e\u3067\u62e1\u5f35\u53ef\u80fd<\/span><\/li>\n<li data-section-id=\"wlqc30\" data-start=\"581\" data-end=\"603\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u5b9f\u8cea\u7684\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30b5\u30a4\u30ba\u306b\u5236\u9650\u306a\u3057<\/span><\/li>\n<\/ul>\n<p data-section-id=\"82jn5f\" data-start=\"610\" data-end=\"634\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>5. \u30af\u30e9\u30b9\u30bf\u69cb\u6210<\/strong><\/span><\/p>\n<ul data-start=\"636\" data-end=\"703\">\n<li data-section-id=\"1fjzb16\" data-start=\"636\" data-end=\"663\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6700\u592760\u53f0\u306e\u30b5\u30fc\u30d0\u30fc\u3067\u69cb\u6210\u53ef\u80fd<\/span><\/li>\n<li data-section-id=\"acht8k\" data-start=\"664\" data-end=\"678\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30de\u30eb\u30c1\u30ea\u30fc\u30b8\u30e7\u30f3\u5bfe\u5fdc<\/span><\/li>\n<li data-section-id=\"152bqk7\" data-start=\"679\" data-end=\"703\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u6c34\u5e73\u65b9\u5411\u306b\u7121\u5236\u9650\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5b9f\u73fe<\/span><\/li>\n<\/ul>\n<h1 data-section-id=\"1p7mova\" data-start=\"17\" data-end=\"49\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u306e\u6d3b\u7528\u4e8b\u4f8b<\/span><\/h1>\n<p data-start=\"51\" data-end=\"123\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u5c02\u7528\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3088\u308b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u304b\u3064\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u306a\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306b\u3088\u308a\u3001\u3053\u308c\u307e\u3067\u5b9f\u73fe\u304c\u96e3\u3057\u304b\u3063\u305f\u591a\u304f\u306eRAG\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-8315\" src=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%81%AE%E6%B4%BB%E7%94%A8%E4%BA%8B%E4%BE%8B.jpg\" alt=\"RAG\u306e\u6d3b\u7528\u4e8b\u4f8b\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%81%AE%E6%B4%BB%E7%94%A8%E4%BA%8B%E4%BE%8B.jpg 1920w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%81%AE%E6%B4%BB%E7%94%A8%E4%BA%8B%E4%BE%8B-768x432.jpg 768w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2026\/03\/RAG%E3%81%AE%E6%B4%BB%E7%94%A8%E4%BA%8B%E4%BE%8B-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p data-section-id=\"155rf2\" data-start=\"125\" data-end=\"157\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>1. \u30aa\u30fc\u30d7\u30f3\u30c9\u30e1\u30a4\u30f3\u8cea\u554f\u5fdc\u7b54<\/strong><\/span><\/p>\n<p data-start=\"159\" data-end=\"213\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">Wikipedia\u3001\u30cb\u30e5\u30fc\u30b9\u3001\u5e02\u5834\u30c7\u30fc\u30bf\u3001\u8ad6\u6587\u306a\u3069\u3092\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u8cea\u554f\u5fdc\u7b54\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"i3938e\" data-start=\"220\" data-end=\"246\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>2. \u5bfe\u8a71\u30b7\u30b9\u30c6\u30e0<\/strong><\/span><\/p>\n<p data-start=\"248\" data-end=\"306\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u5bfe\u8a71\u30ed\u30b0\u3092\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u3057\u3001\u305d\u308c\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6587\u8108\u306b\u6cbf\u3063\u305f\u77e5\u8b58\u8c4a\u5bcc\u306a\u5fdc\u7b54\u3092\u63d0\u4f9b\u3059\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"1jwdc09\" data-start=\"313\" data-end=\"340\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>3. \u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/strong><\/span><\/p>\n<p data-start=\"342\" data-end=\"403\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u5c0f\u8aac\u3084\u30b9\u30c8\u30fc\u30ea\u30fc\u3092\u53d6\u308a\u8fbc\u307f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5fdc\u3058\u3066\u8a73\u7d30\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3092\u652f\u63f4\u3059\u308b\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30c4\u30fc\u30eb\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"1ylcjui\" data-start=\"410\" data-end=\"436\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>4. \u691c\u7d22\u30a8\u30f3\u30b8\u30f3<\/strong><\/span><\/p>\n<p data-start=\"438\" data-end=\"486\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30b3\u30fc\u30d1\u30b9\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306b\u3088\u308a\u3001\u3088\u308a\u77e5\u7684\u3067\u8981\u7d04\u3055\u308c\u305f\u691c\u7d22\u7d50\u679c\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"6fl6ww\" data-start=\"493\" data-end=\"548\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>5. \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u63a8\u85a6<\/strong><\/span><\/p>\n<p data-start=\"550\" data-end=\"589\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u3084\u55dc\u597d\u306b\u57fa\u3065\u3044\u3066\u95a2\u9023\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u63a8\u85a6\u3057\u3001\u305d\u306e\u7406\u7531\u3082\u8aac\u660e\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n<p data-section-id=\"2prbrr\" data-start=\"596\" data-end=\"631\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>6. \u81ea\u52d5\u5316\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/strong><\/span><\/p>\n<p data-start=\"633\" data-end=\"691\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u6280\u8853\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u3057\u3001\u8907\u96d1\u306a\u88fd\u54c1\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u652f\u63f4\u3059\u308b\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u30dc\u30c3\u30c8\u306b\u6d3b\u7528\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"1xzoltl\" data-start=\"698\" data-end=\"734\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>7. \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u5e83\u544a<\/strong><\/span><\/p>\n<p data-start=\"736\" data-end=\"790\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30e6\u30fc\u30b6\u30fc\u306e\u95b2\u89a7\u5c65\u6b74\u3084\u30bb\u30c3\u30b7\u30e7\u30f3\u6587\u8108\u306b\u57fa\u3065\u304d\u3001\u5e83\u544a\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3084\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u30da\u30fc\u30b8\u3092\u6700\u9069\u306b\u30de\u30c3\u30c1\u30f3\u30b0\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u304cRAG\u30e2\u30c7\u30eb\u306b\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u306e\u4e00\u90e8\u306b\u904e\u304e\u305a\u3001\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u5411\u3051\u30fb\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306e\u4e21\u65b9\u306b\u304a\u3044\u3066\u591a\u69d8\u306a\u5fdc\u7528\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p data-start=\"880\" data-end=\"935\">\u00a0<\/p>\n<h1 data-section-id=\"1ap5no9\" data-start=\"942\" data-end=\"954\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u30e2\u30c7\u30eb\u306e\u5f37\u307f<\/span><\/h1>\n<p data-start=\"956\" data-end=\"1036\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u306f\u3001\u5f93\u6765\u306e\u7d14\u7c8b\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u8a00\u8a9e\u751f\u6210\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u512a\u308c\u305f\u7279\u9577\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"1bxh2o9\" data-start=\"1038\" data-end=\"1051\"><strong><span style=\"font-family: 'Noto Sans JP', sans-serif;\">1. \u9ad8\u3044\u4e8b\u5b9f\u7cbe\u5ea6<\/span><\/strong><\/p>\n<p data-start=\"1053\" data-end=\"1128\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u691c\u7d22\u306b\u3088\u3063\u3066\u53d6\u5f97\u3057\u305f\u6839\u62e0\u60c5\u5831\uff08\u30a8\u30d3\u30c7\u30f3\u30b9\uff09\u306b\u57fa\u3065\u3044\u3066\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u3001\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u305f\u6b63\u78ba\u306a\u56de\u7b54\u304c\u53ef\u80fd\u3068\u306a\u308a\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3082\u5927\u5e45\u306b\u6e1b\u5c11\u3057\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"rfciqo\" data-start=\"1135\" data-end=\"1158\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>2. \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3078\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong><\/span><\/p>\n<p data-start=\"1160\" data-end=\"1219\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">VectorDB\u306e\u3088\u3046\u306a\u5c02\u7528\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u3088\u308a\u3001\u5f93\u6765\u306f\u56f0\u96e3\u3060\u3063\u305f\u6570\u5146\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u3092\u5bfe\u8c61\u306b\u3057\u305f\u5b66\u7fd2\u30fb\u63a8\u8ad6\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"feq30q\" data-start=\"1226\" data-end=\"1240\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>3. \u9ad8\u901f\u6027\u3068\u52b9\u7387\u6027<\/strong><\/span><\/p>\n<p data-start=\"1242\" data-end=\"1303\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u6700\u65b0\u306eRAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u30fb\u691c\u7d22\u30fb\u751f\u6210\u51e6\u7406\u304c\u6700\u9069\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u5f93\u6765\u306e\u30e2\u30c7\u30eb\u3088\u308a\u3082\u9ad8\u901f\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"1ymf69k\" data-start=\"1310\" data-end=\"1324\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>4. \u5e45\u5e83\u3044\u9069\u7528\u9818\u57df<\/strong><\/span><\/p>\n<p data-start=\"1326\" data-end=\"1386\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u9ad8\u7cbe\u5ea6\u304b\u3064\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u3042\u308b\u305f\u3081\u3001\u30aa\u30fc\u30d7\u30f3\u30c9\u30e1\u30a4\u30f3QA\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u691c\u7d22\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u306a\u3069\u3001\u591a\u69d8\u306a\u5206\u91ce\u3067\u6d3b\u7528\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n<p data-start=\"1326\" data-end=\"1386\">\u00a0<\/p>\n<h1 data-section-id=\"1a01jv5\" data-start=\"1393\" data-end=\"1409\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u30b7\u30b9\u30c6\u30e0\u306e\u8ab2\u984c<\/span><\/h1>\n<p data-start=\"1411\" data-end=\"1442\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u6700\u5148\u7aef\u6280\u8853\u3067\u3042\u308b\u4e00\u65b9\u3067\u3001RAG\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"1p6c5fd\" data-start=\"1449\" data-end=\"1465\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>1. \u691c\u7d22\u30ea\u30b3\u30fc\u30eb\u306e\u8ab2\u984c<\/strong><\/span><\/p>\n<p data-start=\"1467\" data-end=\"1525\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u521d\u671f\u306e\u691c\u7d22\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u3001\u5de8\u5927\u3067\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u3066\u3044\u306a\u3044\u30b3\u30fc\u30d1\u30b9\u5185\u306b\u5b58\u5728\u3059\u308b\u95a2\u9023\u60c5\u5831\u3092\u5341\u5206\u306b\u62fe\u3044\u304d\u308c\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"18i5muq\" data-start=\"1532\" data-end=\"1546\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>2. \u63a8\u8ad6\u80fd\u529b\u306e\u4e0d\u8db3<\/strong><\/span><\/p>\n<p data-start=\"1548\" data-end=\"1615\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u591a\u304f\u306eRAG\u306f\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u3067\u3042\u308a\u3001\u8ad6\u7406\u7684\u30fb\u8a18\u53f7\u7684\u306a\u63a8\u8ad6\u80fd\u529b\u304c\u9650\u5b9a\u7684\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u8907\u96d1\u306a\u69cb\u9020\u3092\u6301\u3064\u8cea\u554f\u3078\u306e\u5bfe\u5fdc\u304c\u96e3\u3057\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p data-section-id=\"17qkae\" data-start=\"1622\" data-end=\"1640\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>3. \u66d6\u6627\u6027\u3078\u306e\u5bfe\u5fdc\u306e\u96e3\u3057\u3055<\/strong><\/span><\/p>\n<p data-start=\"1642\" data-end=\"1701\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u306f\u5358\u4e00\u306e\u6b63\u89e3\u3084\u6587\u8108\u3092\u524d\u63d0\u3068\u3059\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u66d6\u6627\u30fb\u4e3b\u89b3\u7684\u30fb\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u542b\u3080\u8cea\u554f\u3078\u306e\u5bfe\u5fdc\u306f\u4f9d\u7136\u3068\u3057\u3066\u8ab2\u984c\u3067\u3059\u3002<\/span><\/p>\n<p data-section-id=\"12kapwi\" data-start=\"1708\" data-end=\"1728\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\"><strong>4. \u5927\u898f\u6a21\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u5fc5\u8981\u6027<\/strong><\/span><\/p>\n<p data-start=\"1730\" data-end=\"1814\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u81ea\u5df1\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306b\u3088\u3063\u3066\u30e9\u30d9\u30eb\u306a\u3057\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u308b\u3068\u306f\u3044\u3048\u3001\u591a\u304f\u306eRAG\u30e2\u30c7\u30eb\u3067\u306f\u4f9d\u7136\u3068\u3057\u3066\u5927\u91cf\u306e\u6559\u5e2b\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u30cb\u30c3\u30c1\u306a\u5206\u91ce\u3067\u306f\u30c7\u30fc\u30bf\u4e0d\u8db3\u304c\u554f\u984c\u3068\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p data-start=\"1730\" data-end=\"1814\">\u00a0<\/p>\n<h1 data-section-id=\"n6yv7d\" data-start=\"84\" data-end=\"98\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/span><\/h1>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-6812\" src=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/06\/\u3088\u304f\u3042\u308b\u8cea\u554f.jpg\" alt=\"\u3088\u304f\u3042\u308b\u8cea\u554f\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/06\/\u3088\u304f\u3042\u308b\u8cea\u554f.jpg 1920w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/06\/\u3088\u304f\u3042\u308b\u8cea\u554f-768x432.jpg 768w, https:\/\/www.sotatek.com\/jp\/wp-content\/uploads\/2025\/06\/\u3088\u304f\u3042\u308b\u8cea\u554f-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<h2 data-section-id=\"lmqcfj\" data-start=\"100\" data-end=\"120\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\u4f55\u306e\u7565\u3067\u3059\u304b\uff1f<\/span><\/h2>\n<p data-start=\"121\" data-end=\"244\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u306f\u300cRetrieval-Augmented Generation\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u300d\u306e\u7565\u3067\u3059\u3002\u691c\u7d22\uff08Retrieval\uff09\u3068\u751f\u6210\uff08Generation\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u306a\u304c\u3089\u9ad8\u7cbe\u5ea6\u306a\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3092\u5b9f\u73fe\u3059\u308b\u6280\u8853\u3067\u3059\u3002<\/span><\/p>\n<h2 data-section-id=\"91ugb\" data-start=\"251\" data-end=\"282\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f<\/span><\/h2>\n<p data-start=\"283\" data-end=\"356\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u8ffd\u52a0\u30c7\u30fc\u30bf\u3067\u518d\u5b66\u7fd2\u3055\u305b\u308b\u624b\u6cd5\u3067\u3059\u3002\u4e00\u65b9\u3001RAG\u306f\u30e2\u30c7\u30eb\u3092\u518d\u5b66\u7fd2\u305b\u305a\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u3066\u56de\u7b54\u751f\u6210\u306b\u6d3b\u7528\u3057\u307e\u3059\u3002<\/span><\/p>\n<p data-start=\"358\" data-end=\"379\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u305d\u306e\u305f\u3081\u3001RAG\u306f\u4ee5\u4e0b\u306e\u70b9\u3067\u512a\u308c\u3066\u3044\u307e\u3059\uff1a<\/span><\/p>\n<ul data-start=\"381\" data-end=\"432\">\n<li data-section-id=\"1atoqyi\" data-start=\"381\" data-end=\"394\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u4f4e\u30b3\u30b9\u30c8\u3067\u5c0e\u5165\u53ef\u80fd<\/span><\/li>\n<li data-section-id=\"1ow0ba5\" data-start=\"395\" data-end=\"417\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u6700\u65b0\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53cd\u6620\u3067\u304d\u308b<\/span><\/li>\n<li data-section-id=\"197zpap\" data-start=\"418\" data-end=\"432\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30e2\u30c7\u30eb\u306e\u518d\u5b66\u7fd2\u304c\u4e0d\u8981<\/span><\/li>\n<\/ul>\n<h2 data-section-id=\"1i7pz7x\" data-start=\"439\" data-end=\"462\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/span><\/h2>\n<p data-start=\"463\" data-end=\"550\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff09\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u306a\u3069\u3092\u30d9\u30af\u30c8\u30eb\uff08\u6570\u5024\u8868\u73fe\uff09\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u985e\u4f3c\u5ea6\u306b\u57fa\u3065\u304f\u691c\u7d22\uff08\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\uff09\u3092\u9ad8\u901f\u306b\u884c\u3046\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002<\/span><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u3067\u306f\u3001\u691c\u7d22\u30d5\u30a7\u30fc\u30ba\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002<\/span><\/p>\n<h2 data-section-id=\"18wx5tp\" data-start=\"588\" data-end=\"619\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u306a\u305cRAG\u306bVectorDB\u304c\u5fc5\u8981\u306a\u306e\u3067\u3059\u304b\uff1f<\/span><\/h2>\n<p data-start=\"620\" data-end=\"702\"><span style=\"font-family: 'Noto Sans JP', sans-serif;\">RAG\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u95a2\u9023\u60c5\u5831\u3092\u9ad8\u901f\u306b\u691c\u7d22\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002VectorDB\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u610f\u5473\u30d9\u30fc\u30b9\u306e\u691c\u7d22\uff08\u985e\u4f3c\u691c\u7d22\uff09\u3092\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3067\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><span style=\"font-family: 'Noto Sans JP', sans-serif;\">\u7279\u306b\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\uff08\u6570\u5104\u301c\u6570\u5146\u4ef6\uff09\u3092\u6271\u3046\u5834\u5408\u3001\u5f93\u6765\u306e\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u5bfe\u5fdc\u304c\u96e3\u3057\u304f\u3001VectorDB\u304c\u4e0d\u53ef\u6b20\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<h2 data-section-id=\"84k8bt\" data-start=\"770\" data-end=\"800\"><span style=\"font-family: 'Noto Sans JP', 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rel=\"noopener\">\u304a\u554f\u3044\u5408\u308f\u305b<\/a><\/span><\/strong><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u5e74\u3001ChatGPT\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u751f\u6210AI\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u4f01\u696d\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u306f\u6025\u901f\u306b\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u4e00\u65b9\u3067\u3001\u300c\u6700\u65b0\u60c5\u5831\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u300d\u300c\u81ea\u793e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3067\u304d\u306a\u3044\u300d\u300c\u8aa4\u3063\u305f\u56de\u7b54\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09\u300d\u3068\u3044\u3063\u305f\u8ab2\u984c\u3082\u660e\u3089\u304b 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