{"id":31664,"date":"2023-10-23T19:46:09","date_gmt":"2023-10-23T19:46:09","guid":{"rendered":"https:\/\/meetcody.ai\/blog\/rag-api%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%81%a8%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/"},"modified":"2024-06-10T10:44:15","modified_gmt":"2024-06-10T10:44:15","slug":"rag-api%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%81%a8%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/meetcody.ai\/ja\/blog\/rag-api%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%81%a8%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/","title":{"rendered":"RAG API\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u691c\u7d22\u3057\u3001\u51e6\u7406\u3059\u308b\u80fd\u529b\u306f\u3001\u4eca\u65e5\u306e\u6280\u8853\u96c6\u7d04\u7684\u306a\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u30b2\u30fc\u30e0\u30c1\u30a7\u30f3\u30b8\u30e3\u30fc\u3068\u306a\u3063\u3066\u3044\u308b\u3002  <\/span><span style=\"font-weight: 400;\">RAG API\u304c\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u3069\u306e\u3088\u3046\u306b\u518d\u5b9a\u7fa9\u3059\u308b\u306e\u304b\u3092\u63a2\u3063\u3066\u307f\u3088\u3046\u3002 \u3053\u306e\u9769\u65b0\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08Large Language Models\uff1aLLM\uff09\u3068\u691c\u7d22\u30d9\u30fc\u30b9\u306e\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u30c7\u30fc\u30bf\u691c\u7d22\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3059\u3002  <\/span><\/p>\n<h2>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3068\u306f\uff1f<\/h2>\n<p>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306f\u3001\u691c\u7d22\u62e1\u5f35\u4e16\u4ee3\uff08RAG\uff09\u306e\u57fa\u76e4\u3068\u306a\u308b\u9ad8\u5ea6\u306a\u4eba\u5de5\u77e5\u80fd\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308b\u3002 GPT\uff08Generative Pre-trained Transformer\uff09\u306e\u3088\u3046\u306aLLM\u306f\u3001\u9ad8\u5ea6\u306b\u6d17\u7df4\u3055\u308c\u305f\u8a00\u8a9e\u99c6\u52d5\u578bAI\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002 \u5f7c\u3089\u306f\u5e83\u7bc4\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u8a13\u7df4\u3055\u308c\u3066\u304a\u308a\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3057\u3001\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p><iframe loading=\"lazy\" title=\"How Large Language Models Work\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/5sLYAQS9sWQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/p>\n<p>RAG API\u306e\u6587\u8108\u3067\u306f\u3001\u3053\u308c\u3089\u306eLLM\u306f\u30c7\u30fc\u30bf\u691c\u7d22\u3001\u51e6\u7406\u3001\u751f\u6210\u306e\u5f37\u5316\u306b\u304a\u3044\u3066\u4e2d\u5fc3\u7684\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3001\u30c7\u30fc\u30bf\u76f8\u4e92\u4f5c\u7528\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u591a\u7528\u9014\u3067\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n<p><em>RAG API\u306e\u30b3\u30f3\u30bb\u30d7\u30c8\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u3088\u3046\u3002<\/em><\/p>\n<h2><b>RAG\u3068\u306f\uff1f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">RAG\uff08Retrieval-AugmentedGeneration\uff09\u306f\u3001\u751f\u6210AI\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 \u305d\u306e\u4e3b\u306a\u76ee\u7684\u306f\u3001AI\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u308b\u56de\u7b54\u304c\u3001\u5165\u529b\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5bfe\u3057\u3066\u6700\u65b0\u304b\u3064\u9069\u5207\u3067\u3042\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u6b63\u78ba\u3067\u3042\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002 \u3053\u306e\u6b63\u78ba\u3055\u3078\u306e\u3053\u3060\u308f\u308a\u306f\u3001RAG API\u306e\u6a5f\u80fd\u306e\u91cd\u8981\u306a\u5074\u9762\u3067\u3042\u308b\u3002 \u3053\u308c\u306f\u3001GPT\u306e\u3088\u3046\u306a\u30e9\u30fc\u30b8\u30fb\u30e9\u30f3\u30b2\u30fc\u30b8\u30fb\u30e2\u30c7\u30eb\uff08LLM\uff09\u3068\u547c\u3070\u308c\u308b\u8d85\u30b9\u30de\u30fc\u30c8\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30fb\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u753b\u671f\u7684\u306a\u65b9\u6cd5\u3067\u3042\u308b\u3002<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"What is Retrieval-Augmented Generation (RAG)?\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/T-D1OfcDW1M?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u3089\u306eLLM\u306f\u3001\u305d\u306e\u524d\u306e\u5358\u8a9e\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u6587\u306e\u4e2d\u3067\u6b21\u306b\u6765\u308b\u5358\u8a9e\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30c7\u30b8\u30bf\u30eb\u9b54\u6cd5\u4f7f\u3044\u306e\u3088\u3046\u306a\u3082\u306e\u3060\u3002 \u5f7c\u3089\u306f\u81a8\u5927\u306a\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u5b66\u3093\u3067\u3044\u308b\u306e\u3067\u3001\u3068\u3066\u3082\u4eba\u9593\u3089\u3057\u304f\u805e\u3053\u3048\u308b\u3088\u3046\u306b\u66f8\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3002  <\/span><span style=\"font-weight: 400;\">RAG\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u30c7\u30b8\u30bf\u30eb\u30a6\u30a3\u30b6\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u3001\u4f5c\u696d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u4f55\u3067\u3082\u77e5\u3063\u3066\u3044\u308b\u672c\u5f53\u306b\u8ce2\u3044\u53cb\u4eba\u306b\u52a9\u3051\u3066\u3082\u3089\u3063\u3066\u3044\u308b\u3088\u3046\u306a\u3082\u306e\u3060\uff01<\/span><\/p>\n<p>\u57fa\u672c\u7684\u306b\u3001RAG\u306f\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3067\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3001LLM\u3078\u306e\u30af\u30a8\u30ea\u306b\u6ce8\u5165\u3057\u3066\u53c2\u7167\u3059\u308b\u3002 \u3053\u308c\u3089\u306e\u7528\u8a9e\u306b\u3064\u3044\u3066\u306f\u3001\u8a18\u4e8b\u306e\u4e2d\u3067\u3055\u3089\u306b\u6398\u308a\u4e0b\u3052\u3066\u3044\u304f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-37173 size-large\" src=\"https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/10\/Screenshot-2024-06-10-at-4.05.47%E2%80%AFPM-1024x556.png\" alt=\"RAG API\u306e\u30d7\u30ed\u30bb\u30b9\" width=\"1024\" height=\"556\"><\/p>\n<p>RAG\u306b\u3064\u3044\u3066\u3082\u3063\u3068\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001<a href=\"https:\/\/docs.cohere.com\/docs\/retrieval-augmented-generation-rag\">Cohere\u306e<\/a>\u5305\u62ec\u7684\u306a\u8a18\u4e8b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2><b>RAG vs. \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff1a\u305d\u306e\u9055\u3044\u306f\uff1f<\/b><\/h2>\n<table>\n<thead>\n<tr>\n<th bgcolor=\"black\"><b>\u30a2\u30b9\u30da\u30af\u30c8<\/b><\/th>\n<th bgcolor=\"black\"><b>RAG API<\/b><\/th>\n<th bgcolor=\"black\"><b>\u5fae\u8abf\u6574<\/b><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><b>\u30a2\u30d7\u30ed\u30fc\u30c1<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u65e2\u5b58\u306eLLM\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u88dc\u5f37<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u7279\u5b9a\u306e\u696d\u52d9\u306b\u7279\u5316\u3057\u305fLLM<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u5c11\u306a\u3044\u8a08\u7b97\u8cc7\u6e90\u3067\u6e08\u3080<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u304b\u306a\u308a\u306e\u8a08\u7b97\u8cc7\u6e90\u3092\u5fc5\u8981\u3068\u3059\u308b<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\u30c7\u30fc\u30bf\u8981\u4ef6<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u5c0f\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9069\u3057\u3066\u3044\u308b<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3059\u308b<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\u30e2\u30c7\u30eb\u306e\u7279\u7570\u6027<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u6a5f\u7a2e\u306b\u3068\u3089\u308f\u308c\u305a\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u6a5f\u7a2e\u5909\u66f4\u304c\u53ef\u80fd<\/span><\/td>\n<td><span style=\"font-weight: 400;\">LLM\u306e\u5207\u308a\u66ff\u3048\u306f\u901a\u5e38\u975e\u5e38\u306b\u9762\u5012\u3067\u3042\u308b\u3002<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\u30c9\u30e1\u30a4\u30f3\u9069\u5fdc\u6027<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u30c9\u30e1\u30a4\u30f3\u306b\u3068\u3089\u308f\u308c\u305a\u3001\u69d8\u3005\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u5fdc\u53ef\u80fd<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u7570\u306a\u308b\u30c9\u30e1\u30a4\u30f3\u306b\u9069\u5fdc\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3044<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\u5e7b\u899a\u8efd\u6e1b<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u5e7b\u899a\u3092\u6291\u3048\u308b\u52b9\u679c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u6ce8\u610f\u6df1\u304f\u8abf\u6574\u3057\u306a\u3044\u3068\u3001\u5e7b\u899a\u304c\u5897\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\u4e00\u822c\u7684\u306a\u4f7f\u7528\u4f8b<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u8cea\u7591\u5fdc\u7b54\uff08QA\uff09\u30b7\u30b9\u30c6\u30e0\u3001\u5404\u7a2e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u533b\u7642\u6587\u66f8\u5206\u6790\u306a\u3069\u306e\u5c02\u9580\u696d\u52d9<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><b>\u30d9\u30af\u30bf\u30fc\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5f79\u5272<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u30d9\u30af\u30c8\u30eb\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u691c\u7d22\u88dc\u5f37\u578b\u751f\u6210\uff08RAG\uff09\u3084\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306b\u304a\u3044\u3066\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002 \u3053\u308c\u3089\u306f\u3001\u30c7\u30fc\u30bf\u691c\u7d22\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u88dc\u5f37\u3001\u304a\u3088\u3073\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u5168\u4f53\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u30d0\u30c3\u30af\u30dc\u30fc\u30f3\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002 \u3053\u3053\u3067\u306f\u3001\u30d9\u30af\u30bf\u30fc\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u91cd\u8981\u306a\u5f79\u5272\u3092\u63a2\u308b\uff1a<\/span><\/p>\n<h3><b>\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5236\u9650\u3092\u514b\u670d\u3059\u308b<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u5f93\u6765\u306e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001RAG API\u3067\u4f7f\u7528\u3059\u308b\u5834\u5408\u3001\u305d\u306e\u786c\u76f4\u7684\u3067\u3042\u3089\u304b\u3058\u3081\u5b9a\u7fa9\u3055\u308c\u305f\u6027\u8cea\u306e\u305f\u3081\u306b\u3001\u4e0d\u8db3\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3002 LLM\u306b\u6587\u8108\u60c5\u5831\u3092\u4e0e\u3048\u308b\u3068\u3044\u3046\u67d4\u8edf\u3067\u52d5\u7684\u306a\u8981\u6c42\u306b\u5bfe\u5fdc\u3059\u308b\u306e\u306b\u82e6\u52b4\u3057\u3066\u3044\u308b\u3002 \u30d9\u30af\u30bf\u30fc\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u3053\u306e\u5236\u9650\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u5c0e\u5165\u3055\u308c\u305f\u3002<\/span><\/p>\n<h3><b>\u30d9\u30af\u30c8\u30eb\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u306e\u52b9\u7387\u7684\u306a\u4fdd\u5b58<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u6570\u5024\u30d9\u30af\u30c8\u30eb\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u7ba1\u7406\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002 \u3053\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306f\u3001\u591a\u76ee\u7684\u3067\u591a\u6b21\u5143\u7684\u306a\u30c7\u30fc\u30bf\u8868\u73fe\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 \u3053\u308c\u3089\u306e\u30d9\u30af\u30c8\u30eb\u306f\u52b9\u7387\u7684\u306b\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u691c\u7d22\u3092\u5bb9\u6613\u306b\u3059\u308b\u3002<\/span><\/p>\n<h3><b>\u30c7\u30fc\u30bf\u306e\u59a5\u5f53\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">RAG\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u95a2\u9023\u3059\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u306b\u7d20\u65e9\u304f\u30a2\u30af\u30bb\u30b9\u3057\u3001\u691c\u7d22\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u3053\u306e\u52b9\u7387\u7684\u306a\u691c\u7d22\u306f\u3001LLM\u304c\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u30b9\u30d4\u30fc\u30c9\u3068\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002<\/span><\/p>\n<h3><b>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u591a\u6b21\u5143\u5206\u6790<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u30d9\u30af\u30c8\u30eb\u306f\u3001\u591a\u6b21\u5143\u7a7a\u9593\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3092\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u3053\u306e\u6a5f\u80fd\u306fRAG\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u8cb4\u91cd\u3067\u3001\u30b3\u30f3\u30c6\u30af\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3001\u95a2\u9023\u4ed8\u3051\u3001LLM\u306b\u9996\u5c3e\u4e00\u8cab\u3057\u3066\u63d0\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u3053\u308c\u306f\u3001\u3088\u308a\u826f\u3044\u7406\u89e3\u3068\u6587\u8108\u3092\u8003\u616e\u3057\u305f\u5fdc\u7b54\u306e\u751f\u6210\u306b\u3064\u306a\u304c\u308b\u3002<\/span><\/p>\n<h2><b>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3068\u306f\uff1f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u610f\u5473\u691c\u7d22\u306f\u3001RAG\uff08Retrieval-Augmented Generation\uff09API\u3084LLM\uff08Large Language Models\uff09\u306e\u8981\u3067\u3042\u308b\u3002 \u60c5\u5831\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3084\u7406\u89e3\u306e\u4ed5\u65b9\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u305f\u305d\u306e\u610f\u7fa9\u306f\u3001\u3044\u304f\u3089\u5f37\u8abf\u3057\u3066\u3082\u3057\u3059\u304e\u308b\u3053\u3068\u306f\u306a\u3044\u3002  <\/span><\/p>\n<h3><b>\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8d85\u3048\u308b<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306f\u3001\u3057\u3070\u3057\u3070\u52d5\u7684\u3067\u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u8981\u4ef6\u306e\u51e6\u7406\u306b\u82e6\u52b4\u3059\u308b\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9650\u754c\u3092\u8d85\u3048\u308b\u3002 \u305d\u306e\u4ee3\u308f\u308a\u306b\u3001\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001RAG\u3068LLM\u306e\u6210\u529f\u306b\u4e0d\u53ef\u6b20\u306a\u3001\u3088\u308a\u591a\u7528\u9014\u3067\u9069\u5fdc\u6027\u306e\u3042\u308b\u30c7\u30fc\u30bf\u7ba1\u7406\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u308b\u3002<\/span><\/p>\n<h3><b>\u591a\u6b21\u5143\u5206\u6790<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30b5\u30fc\u30c1\u306e\u91cd\u8981\u306a\u5f37\u307f\u306e\u4e00\u3064\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6570\u5024\u30d9\u30af\u30c8\u30eb\u306e\u5f62\u3067\u7406\u89e3\u3059\u308b\u80fd\u529b\u3067\u3042\u308b\u3002 \u3053\u306e\u591a\u6b21\u5143\u5206\u6790\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u57fa\u3065\u304f\u30c7\u30fc\u30bf\u95a2\u4fc2\u306e\u7406\u89e3\u3092\u5f37\u5316\u3057\u3001\u3088\u308a\u9996\u5c3e\u4e00\u8cab\u3057\u305f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u8003\u616e\u3057\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/span><\/p>\n<h3><b>\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u691c\u7d22<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u691c\u7d22\u3001\u7279\u306bRAG API\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u751f\u6210\u306b\u306f\u52b9\u7387\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002 \u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3092\u6700\u9069\u5316\u3057\u3001LLM\u3092\u4f7f\u3063\u305f\u56de\u7b54\u751f\u6210\u306e\u901f\u5ea6\u3068\u7cbe\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3002 \u533b\u7642\u5206\u6790\u304b\u3089\u8907\u96d1\u306a\u30af\u30a8\u30ea\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u306b\u9069\u5fdc\u3067\u304d\u308b\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308b\u3068\u540c\u6642\u306b\u3001AI\u304c\u751f\u6210\u3059\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4e0d\u6b63\u78ba\u3055\u3092\u4f4e\u6e1b\u3059\u308b\u3002<\/span><\/p>\n<h2>RAG API\u3068\u306f\uff1f<\/h2>\n<p>RAG API\u3092<strong>RAG-as-a-Service\u3068\u3057\u3066\u8003\u3048\u3066<\/strong>\u307f\u3088\u3046\u3002 RAG\u30b7\u30b9\u30c6\u30e0\u306e\u3059\u3079\u3066\u306e\u57fa\u672c\u30921\u3064\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u307e\u3068\u3081\u305f\u3082\u306e\u3067\u3001\u3042\u306a\u305f\u306e\u7d44\u7e54\u3067RAG\u30b7\u30b9\u30c6\u30e0\u3092\u63a1\u7528\u3059\u308b\u306e\u306b\u4fbf\u5229\u3067\u3059\u3002 RAG API\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001RAG\u30b7\u30b9\u30c6\u30e0\u306e\u4e3b\u8981\u306a\u8981\u7d20\u306b\u96c6\u4e2d\u3057\u3001\u6b8b\u308a\u3092API\u306b\u51e6\u7406\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3><b>RAG API\u30af\u30a8\u30ea\u306e3\u3064\u306e\u8981\u7d20\u3068\u306f\uff1f<\/b><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-31649 size-large\" src=\"https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/10\/Elements-RAG-API-Cody-1024x574.webp\" alt=\"RAG\u30af\u30a8\u30ea\u306f3\u3064\u306e\u91cd\u8981\u306a\u8981\u7d20\u306b\u5206\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff1a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u300d\u3001\u300c\u5f79\u5272\u300d\u3001\u300c\u30e6\u30fc\u30b6\u30fc\u30af\u30a8\u30ea\u300d\u3067\u3042\u308b\u3002\u3053\u308c\u3089\u306e\u8981\u7d20\u306f\u3001RAG\u30b7\u30b9\u30c6\u30e0\u3092\u52d5\u304b\u3059\u30d3\u30eb\u30c7\u30a3\u30f3\u30b0\u30d6\u30ed\u30c3\u30af\u3067\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u304c\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002  \" width=\"1024\" height=\"574\" srcset=\"https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/10\/Elements-RAG-API-Cody-1024x574.webp 1024w, https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/10\/Elements-RAG-API-Cody-300x168.webp 300w, https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/10\/Elements-RAG-API-Cody-768x430.webp 768w, https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/10\/Elements-RAG-API-Cody-1536x861.webp 1536w, https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/10\/Elements-RAG-API-Cody-2048x1148.webp 2048w, https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/10\/Elements-RAG-API-Cody-1156x648.webp 1156w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">RAG\uff08Retrieval-Augmented Generation\uff09\u306e\u8907\u96d1\u3055\u3092\u6398\u308a\u4e0b\u3052\u3066\u3044\u304f\u3068\u3001RAG\u30af\u30a8\u30ea\u306f3\u3064\u306e\u91cd\u8981\u306a\u8981\u7d20\u306b\u5206\u89e3\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u308b\uff1a  <\/span><b>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3001\u5f79\u5272\u3001\u305d\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u30af\u30a8\u30ea\u3002<\/b><span style=\"font-weight: 400;\"> \u3053\u308c\u3089\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u3001RAG\u30b7\u30b9\u30c6\u30e0\u3092\u52d5\u304b\u3059\u69cb\u6210\u8981\u7d20\u3067\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u304c\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u306b\u3064\u3044\u3066 <\/span><b>\u30b3\u30f3\u30c6\u30af\u30b9\u30c8<\/b><span style=\"font-weight: 400;\"> \u306fRAG API\u30af\u30a8\u30ea\u306e\u57fa\u790e\u3092\u5f62\u6210\u3057\u3001\u91cd\u8981\u306a\u60c5\u5831\u304c\u5b58\u5728\u3059\u308b\u30ca\u30ec\u30c3\u30b8\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u5f79\u5272\u3092\u679c\u305f\u3059\u3002 \u65e2\u5b58\u306e\u77e5\u8b58\u30d9\u30fc\u30b9\u30fb\u30c7\u30fc\u30bf\u306b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30af\u30a8\u30ea\u306b\u95a2\u9023\u3057\u305f\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u305d\u306e <\/span><b>\u5f79\u5272<\/b><span style=\"font-weight: 400;\"> \u306f\u3001RAG\u30b7\u30b9\u30c6\u30e0\u306e\u76ee\u7684\u3092\u5b9a\u7fa9\u3057\u3001\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3088\u3046\u6307\u793a\u3059\u308b\u3002 \u8981\u4ef6\u306b\u5408\u308f\u305b\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3057\u305f\u308a\u3001\u8aac\u660e\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3001\u554f\u3044\u5408\u308f\u305b\u306b\u7b54\u3048\u305f\u308a\u3001\u60c5\u5831\u3092\u8981\u7d04\u3057\u305f\u308a\u3059\u308b\u969b\u306b\u3001\u30e2\u30c7\u30eb\u3092\u30ac\u30a4\u30c9\u3059\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30e6\u30fc\u30b6\u30fc <\/span><b>\u30e6\u30fc\u30b6\u30fc\u30af\u30a8\u30ea<\/b><span style=\"font-weight: 400;\"> \u306f\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u3067\u3042\u308a\u3001RAG\u30d7\u30ed\u30bb\u30b9\u306e\u958b\u59cb\u3092\u793a\u3059\u3002 \u30e6\u30fc\u30b6\u30fc\u3068\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u8868\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u60c5\u5831\u30cb\u30fc\u30ba\u3092\u4f1d\u3048\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">RAG API\u5185\u306e\u30c7\u30fc\u30bf\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306b\u3088\u3063\u3066\u52b9\u7387\u5316\u3055\u308c\u3066\u3044\u308b\u3002 \u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u591a\u6b21\u5143\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u57fa\u3065\u304f\u30c7\u30fc\u30bf\u95a2\u4fc2\u306e\u7406\u89e3\u3092\u5411\u4e0a\u3055\u305b\u308b\u3002 \u4e00\u8a00\u3067\u8a00\u3048\u3070\u3001RAG\u30af\u30a8\u30ea\u3068\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306b\u3088\u308b\u30c7\u30fc\u30bf\u691c\u7d22\u306e\u89e3\u5256\u5b66\u7684\u69cb\u9020\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u6280\u8853\u306e\u6f5c\u5728\u80fd\u529b\u3092\u89e3\u304d\u653e\u3061\u3001\u52b9\u7387\u7684\u306a\u77e5\u8b58\u30a2\u30af\u30bb\u30b9\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u8003\u616e\u3057\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3092\u4fc3\u9032\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/p>\n<h2><b>\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u95a2\u9023\u6027\u3092\u9ad8\u3081\u308b\u306b\u306f\uff1f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001RAG\u5185\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u64cd\u4f5c\u3057\u3066\u3001\u7279\u5b9a\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u6587\u8108\u306b\u95a2\u9023\u3057\u305f\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u4e0a\u3067\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u6d3b\u7528\u3059\u308bRAG\uff08Retrieval-Augmented Generation\uff09\u306e\u80fd\u529b\u306f\u6050\u308d\u3057\u3044\u3082\u306e\u3060\u304c\u3001\u9ad8\u54c1\u8cea\u306e\u56de\u7b54\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3060\u3051\u3067\u306f\u5fc5\u305a\u3057\u3082\u5341\u5206\u3067\u306f\u306a\u3044\u3002 \u305d\u3053\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3044\u3046\u6982\u5ff5\u304c\u767b\u5834\u3059\u308b\u3002  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3088\u304f\u7df4\u3089\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001LLM\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306e\u5f79\u5272\u3092\u679c\u305f\u3057\u3001\u671b\u307e\u3057\u3044\u53cd\u5fdc\u3078\u3068\u5c0e\u304f\u3002 \u901a\u5e38\u3001\u4ee5\u4e0b\u306e\u8981\u7d20\u304c\u542b\u307e\u308c\u308b\uff1a<\/span><\/p>\n<h3><b>\u6587\u8108\u306e\u95a2\u9023\u6027\u3092\u89e3\u304d\u660e\u304b\u3059<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u691c\u7d22\u88dc\u5f37\u4e16\u4ee3\uff08RAG\uff09\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3002 \u3057\u304b\u3057\u3001\u8cea\u306e\u9ad8\u3044\u56de\u7b54\u3092\u4fdd\u8a3c\u3059\u308b\u306b\u306f\u3001\u5358\u306a\u308b\u6587\u8108\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u304b\u3082\u3057\u308c\u306a\u3044\u3002 \u3053\u308c\u306f\u3001RAG\u5185\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u304c\u7279\u5b9a\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u6cbf\u3063\u305f\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u3088\u3046\u306b\u8a98\u5c0e\u3059\u308b\u4e0a\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002<\/span><\/p>\n<h3><b>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u30dc\u30c3\u30c8\u5f79\u5272\u69cb\u7bc9\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u3046\u307e\u304f\u69cb\u6210\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001LLM\u3092\u671b\u307e\u3057\u3044\u56de\u7b54\u3078\u3068\u5c0e\u304f\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306e\u5f79\u5272\u3092\u679c\u305f\u3059\u3002 \u901a\u5e38\u3001\u3055\u307e\u3056\u307e\u306a\u8981\u7d20\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\uff1a<\/span><\/p>\n<h4><b>\u30dc\u30c3\u30c8\u306e\u6b63\u4f53<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">\u30dc\u30c3\u30c8\u306e\u540d\u524d\u3092\u51fa\u3059\u3053\u3068\u3067\u3001\u5bfe\u8a71\u306e\u4e2d\u3067\u30dc\u30c3\u30c8\u306e\u30a2\u30a4\u30c7\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u78ba\u7acb\u3057\u3001\u4f1a\u8a71\u3092\u3088\u308a\u30d1\u30fc\u30bd\u30ca\u30eb\u306a\u3082\u306e\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/p>\n<h4><b>\u30bf\u30b9\u30af\u306e\u5b9a\u7fa9<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">LLM\u304c\u5b9f\u884c\u3059\u3079\u304d\u30bf\u30b9\u30af\u3084\u6a5f\u80fd\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u3067\u3001\u60c5\u5831\u306e\u63d0\u4f9b\u3001\u8cea\u554f\u3078\u306e\u56de\u7b54\u3001\u305d\u306e\u4ed6\u306e\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u306a\u3069\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u3092\u78ba\u5b9f\u306b\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/span><\/p>\n<h4><b>\u97f3\u8272\u4ed5\u69d8<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">\u5e0c\u671b\u3059\u308b\u30c8\u30fc\u30f3\u3084\u5fdc\u7b54\u30b9\u30bf\u30a4\u30eb\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30d5\u30a9\u30fc\u30de\u30eb\u3001\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u3001\u60c5\u5831\u63d0\u4f9b\u306a\u3069\u3001\u5bfe\u8a71\u306e\u9069\u5207\u306a\u30e0\u30fc\u30c9\u304c\u8a2d\u5b9a\u3055\u308c\u308b\u3002<\/span><\/p>\n<h4><b>\u305d\u306e\u4ed6\u306e\u6307\u793a<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u306f\u3001\u30ea\u30f3\u30af\u3084\u753b\u50cf\u306e\u8ffd\u52a0\u3001\u6328\u62f6\u306e\u63d0\u4f9b\u3001\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u6307\u793a\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/span><\/p>\n<h4><b>\u6587\u8108\u3068\u306e\u95a2\u9023\u6027\u3092\u4f5c\u308b<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">\u719f\u8003\u3057\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306f\u3001RAG\u3068LLM\u306e\u76f8\u4e57\u52b9\u679c\u306b\u3088\u308a\u3001\u6587\u8108\u3092\u610f\u8b58\u3057\u305f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8981\u6c42\u306b\u975e\u5e38\u306b\u9069\u5207\u306a\u56de\u7b54\u304c\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u6226\u7565\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308a\u3001\u5168\u4f53\u7684\u306a\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3002<\/span><\/p>\n<h2><b>\u30b3\u30fc\u30c7\u30a3\u30fc\u306eRAG API\u3092\u9078\u3076\u7406\u7531<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u3055\u3066\u3001RAG\u306e\u610f\u7fa9\u3068\u305d\u306e\u6838\u3068\u306a\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u7d10\u89e3\u3044\u305f\u3068\u3053\u308d\u3067\u3001RAG\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u7a76\u6975\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3057\u3066\u30b3\u30fc\u30c7\u30a3\u3092\u7d39\u4ecb\u3057\u3088\u3046\u3002  <a href=\"https:\/\/developers.meetcody.ai\/\">Cody\u306f<\/a>\u3001\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u691c\u7d22\u3068\u51e6\u7406\u306b\u5fc5\u8981\u306a\u3059\u3079\u3066\u306e\u91cd\u8981\u306a\u8981\u7d20\u3092\u7d44\u307f\u5408\u308f\u305b\u305f<a href=\"https:\/\/developers.meetcody.ai\/\">\u5305\u62ec\u7684\u306aRAG API\u3092\u63d0\u4f9b\u3057\u3066<\/a>\u304a\u308a\u3001RAG\u306e\u65c5\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3>\u30e2\u30c7\u30eb\u306b\u3068\u3089\u308f\u308c\u306a\u3044<\/h3>\n<p>\u6700\u65b0\u306eAI\u30c8\u30ec\u30f3\u30c9\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u30e2\u30c7\u30eb\u3092\u5207\u308a\u66ff\u3048\u308b\u5fc3\u914d\u306f\u306a\u3044\u3002 Cody\u306eRAG API\u3092\u4f7f\u3048\u3070\u3001\u8ffd\u52a0\u30b3\u30b9\u30c8\u306a\u3057\u3067\u3001\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30aa\u30f3\u30b6\u30d5\u30e9\u30a4\u3067\u7c21\u5358\u306b\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3><b>\u6bd4\u985e\u306a\u304d\u6c4e\u7528\u6027<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Cody\u306eRAG API\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3057\u3001\u6700\u9069\u306a\u30c7\u30fc\u30bf\u7de8\u6210\u306e\u305f\u3081\u306b\u30c6\u30ad\u30b9\u30c8\u968e\u5c64\u3092\u8a8d\u8b58\u3059\u308b\u306a\u3069\u3001\u512a\u308c\u305f\u6c4e\u7528\u6027\u3092\u767a\u63ee\u3059\u308b\u3002<\/span><\/p>\n<h3><b>\u30ab\u30b9\u30bf\u30e0\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u305d\u306e\u969b\u7acb\u3063\u305f\u7279\u5fb4\u306f\u3001\u9ad8\u5ea6\u306a\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u30fb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3042\u308a\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u542b\u3080\u5305\u62ec\u7684\u306a\u30c7\u30fc\u30bf\u30fb\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3057\u3001\u512a\u308c\u305f\u30c7\u30fc\u30bf\u7ba1\u7406\u3092\u4fdd\u8a3c\u3059\u308b\u3002<\/span><\/p>\n<h3><b>\u6bd4\u8f03\u306b\u306a\u3089\u306a\u3044\u30b9\u30d4\u30fc\u30c9<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u6570\u306b\u95a2\u4fc2\u306a\u304f\u3001\u76f4\u7dda\u7684\u306a\u30af\u30a8\u30ea\u6642\u9593\u3067\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u691c\u7d22\u3092\u78ba\u5b9f\u306b\u9ad8\u901f\u5316\u3057\u307e\u3059\u3002 \u304a\u5ba2\u69d8\u306e\u30c7\u30fc\u30bf\u30cb\u30fc\u30ba\u306b\u8fc5\u901f\u306a\u7d50\u679c\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><b>\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u3068\u30b5\u30dd\u30fc\u30c8<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Cody\u306f\u3001\u4e00\u822c\u7684\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u3068\u5305\u62ec\u7684\u306a\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u3001\u304a\u5ba2\u69d8\u306eRAG\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u3001\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u691c\u7d22\u3068\u51e6\u7406\u306e\u30c8\u30c3\u30d7\u30c1\u30e7\u30a4\u30b9\u3068\u3057\u3066\u306e\u5730\u4f4d\u3092\u78ba\u56fa\u305f\u308b\u3082\u306e\u306b\u3057\u307e\u3059\u3002 \u6280\u8853\u7684\u306a\u5c02\u9580\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u76f4\u611f\u7684\u306a\u30e6\u30fc\u30b6\u30fc\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306f\u3001\u3042\u3089\u3086\u308b\u30ec\u30d9\u30eb\u306e\u4eba\u306b\u3068\u3063\u3066\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u4f7f\u3044\u3084\u3059\u3044\u3082\u306e\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u306e\u691c\u7d22\u3068\u51e6\u7406\u3092\u3055\u3089\u306b\u52b9\u7387\u5316\u3059\u308b\u3002<\/span><\/p>\n<h2><b>\u30c7\u30fc\u30bf\u30fb\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u9ad8\u3081\u308bRAG API\u6a5f\u80fd<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">RAG\uff08Retrieval-AugmentedGeneration\uff09\u306e\u63a2\u6c42\u306b\u304a\u3044\u3066\u3001\u79c1\u305f\u3061\u306f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u7d71\u5408\u3057\u3001\u30c7\u30fc\u30bf\u691c\u7d22\u3068\u51e6\u7406\u3092\u5f37\u5316\u3059\u308b\u591a\u7528\u9014\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u767a\u898b\u3057\u305f\u3002  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30e2\u30c7\u30eb\u306b\u3068\u3089\u308f\u308c\u305a\u3001\u9818\u57df\u306b\u3082\u3068\u3089\u308f\u308c\u306a\u3044RAG\u306f\u3001\u591a\u69d8\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u5927\u304d\u306a\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u3002 Cody\u306eRAG API\u306f\u3001\u67d4\u8edf\u306a\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c\u3001\u9ad8\u5ea6\u306a\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u3001\u8fc5\u901f\u306a\u30c7\u30fc\u30bf\u691c\u7d22\u3001\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u3068\u3044\u3063\u305f\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u7d04\u675f\u3092\u3055\u3089\u306b\u9ad8\u3081\u3066\u3044\u308b\u3002 \u3053\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u30c7\u30fc\u30bf\u30fb\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306b\u9769\u547d\u3092\u8d77\u3053\u305d\u3046\u3068\u3057\u3066\u3044\u308b\u3002  <\/span><\/p>\n<p><strong><em>\u3053\u306e\u30c7\u30fc\u30bf\u30fb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u53d7\u3051\u5165\u308c\u308b\u6e96\u5099\u306f\u3067\u304d\u3066\u3044\u308b\u3060\u308d\u3046\u304b\uff1f <a href=\"https:\/\/meetcody.ai\/use-cases\/\">Cody AI\u3067<\/a>\u3001\u30c7\u30fc\u30bf\u30fb\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u518d\u5b9a\u7fa9\u3057\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u65b0\u6642\u4ee3\u3092\u5207\u308a\u62d3\u3053\u3046\u3002<\/em><\/strong><\/p>\n<h2>\u3088\u304f\u3042\u308b\u3054\u8cea\u554f<\/h2>\n<h3>1.RAG\u3068\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u9055\u3044\u306f\uff1f<\/h3>\n<p>RAG API\uff08Retrieval-Augmented Generation API\uff09\u3068LLM\uff08Large Language Models\uff09\u306f\u9023\u643a\u3057\u3066\u52d5\u4f5c\u3059\u308b\u3002<\/p>\n<p>RAG API\u306f\u3001\u691c\u7d22\u30e1\u30ab\u30cb\u30ba\u30e0\u3068\u751f\u6210\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3068\u3044\u30462\u3064\u306e\u91cd\u8981\u306a\u8981\u7d20\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3042\u308b\u3002 \u305d\u306e\u4e3b\u306a\u76ee\u7684\u306f\u3001\u30c7\u30fc\u30bf\u691c\u7d22\u3068\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3092\u5f37\u5316\u3059\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u7279\u306b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u610f\u8b58\u3057\u305f\u5bfe\u5fdc\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u3002 RAG API\u306f\u3001\u8cea\u554f\u5fdc\u7b54\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3001\u30c6\u30ad\u30b9\u30c8\u8981\u7d04\u306a\u3069\u306e\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u306b\u9069\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3002 \u3053\u308c\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30af\u30a8\u30ea\u306b\u5bfe\u3057\u3066\u3001\u6587\u8108\u306b\u95a2\u9023\u3057\u305f\u56de\u7b54\u3092\u3082\u305f\u3089\u3059\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u4e00\u65b9\u3001LLM\uff08Large Language Models\uff09\u306f\u3001GPT\uff08Generative Pre-trained Transformer\uff09\u306e\u3088\u3046\u306a\u3001\u3088\u308a\u5e83\u7bc4\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u3092\u69cb\u6210\u3059\u308b\u3002 \u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u5e83\u7bc4\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u4e8b\u524d\u306b\u8a13\u7df4\u3055\u308c\u3066\u304a\u308a\u3001\u69d8\u3005\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30bf\u30b9\u30af\u306b\u5bfe\u3057\u3066\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u691c\u7d22\u3068\u751f\u6210\u306b\u5bfe\u5fdc\u3059\u308b\u4e00\u65b9\u3067\u3001\u305d\u306e\u6c4e\u7528\u6027\u306f\u7ffb\u8a33\u3001\u611f\u60c5\u5206\u6790\u3001\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u306b\u5e83\u304c\u3063\u3066\u3044\u308b\u3002<\/p>\n<p>\u8981\u3059\u308b\u306b\u3001RAG API\u306f\u3001\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u8003\u616e\u3057\u305f\u5fdc\u7b54\u306e\u305f\u3081\u306b\u3001\u691c\u7d22\u3068\u751f\u6210\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u7279\u5225\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3002 \u5bfe\u7167\u7684\u306b\u3001LLM\u306f\u69d8\u3005\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30bf\u30b9\u30af\u306e\u57fa\u790e\u3068\u306a\u308b\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u691c\u7d22\u3084\u751f\u6210\u3060\u3051\u3067\u306a\u304f\u3001\u3088\u308a\u5e83\u7bc4\u306a\u5fdc\u7528\u306e\u53ef\u80fd\u6027\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/p>\n<h3>2.RAG\u3068LLM-\u4f55\u304c\u826f\u3044\u306e\u304b\u3001\u306a\u305c\u826f\u3044\u306e\u304b\uff1f<\/h3>\n<p><span data-preserver-spaces=\"true\">RAG API\u3068LLM\u306e\u3069\u3061\u3089\u3092\u9078\u3076\u304b\u306f\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u3068\u9054\u6210\u3057\u3088\u3046\u3068\u3059\u308b\u30bf\u30b9\u30af\u306e\u6027\u8cea\u306b\u3088\u308b\u3002 \u3053\u3053\u3067\u306f\u3001\u3042\u306a\u305f\u306e\u72b6\u6cc1\u306b\u3069\u3061\u3089\u304c\u9069\u3057\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u8003\u616e\u4e8b\u9805\u306e\u5185\u8a33\u3092\u8aac\u660e\u3059\u308b\uff1a<\/span><\/p>\n<p><strong><span data-preserver-spaces=\"true\">RAG API If\u3092\u9078\u629e\u3059\u308b\uff1a<\/span><\/strong><\/p>\n<p><strong><span data-preserver-spaces=\"true\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u610f\u8b58\u3057\u305f\u5bfe\u5fdc\u304c\u5fc5\u8981<\/span><\/strong><\/p>\n<p><span data-preserver-spaces=\"true\">RAG API\u306f\u3001\u6587\u8108\u306b\u95a2\u9023\u3057\u305f\u56de\u7b54\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u512a\u308c\u3066\u3044\u308b\u3002 \u3082\u3057\u3042\u306a\u305f\u306e\u30bf\u30b9\u30af\u304c\u8cea\u554f\u306b\u7b54\u3048\u305f\u308a\u3001\u5185\u5bb9\u3092\u8981\u7d04\u3057\u305f\u308a\u3001\u6587\u8108\u306b\u5fdc\u3058\u305f\u5fdc\u7b54\u3092\u751f\u6210\u3057\u305f\u308a\u3059\u308b\u306e\u3067\u3042\u308c\u3070\u3001RAG API\u306f\u9069\u5207\u306a\u9078\u629e\u3067\u3042\u308b\u3002<\/span><\/p>\n<p><strong><span data-preserver-spaces=\"true\">\u5177\u4f53\u7684\u306a\u4f7f\u7528\u4f8b<\/span><\/strong><\/p>\n<p><span data-preserver-spaces=\"true\">\u3042\u306a\u305f\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30b5\u30fc\u30d3\u30b9\u304c\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u610f\u8b58\u3057\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5fc5\u8981\u3068\u3059\u308b\u3001\u660e\u78ba\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u6301\u3063\u3066\u3044\u308b\u306a\u3089\u3001RAG API\u304c\u3088\u308a\u9069\u3057\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002 \u3053\u308c\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306b\u4f5c\u3089\u308c\u3066\u3044\u308b\u3002<\/span><\/p>\n<p><strong><span data-preserver-spaces=\"true\">\u5fae\u8abf\u6574\u304c\u5fc5\u8981<\/span><\/strong><\/p>\n<p><span data-preserver-spaces=\"true\">RAG API\u306f\u5fae\u8abf\u6574\u3084\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u7279\u5b9a\u306e\u8981\u4ef6\u3084\u5236\u7d04\u304c\u3042\u308b\u5834\u5408\u306b\u6709\u5229\u3067\u3059\u3002<\/span><\/p>\n<p><strong><span data-preserver-spaces=\"true\">LLM\u3092\u9078\u3076\u306a\u3089<\/span><\/strong><\/p>\n<p><strong><span data-preserver-spaces=\"true\">\u6c42\u3081\u3089\u308c\u308b\u306e\u306f\u591a\u7528\u9014\u6027<\/span><\/strong><\/p>\n<p><span data-preserver-spaces=\"true\">LLM\u306fGPT\u30e2\u30c7\u30eb\u3068\u540c\u69d8\u3001\u6c4e\u7528\u6027\u304c\u9ad8\u304f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30bf\u30b9\u30af\u3092\u5e45\u5e83\u304f\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u30cb\u30fc\u30ba\u304c\u8907\u6570\u306e\u7528\u9014\u306b\u307e\u305f\u304c\u308b\u5834\u5408\u3001LLM\u306f\u67d4\u8edf\u6027\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/span><\/p>\n<p><strong><span data-preserver-spaces=\"true\">\u30ab\u30b9\u30bf\u30e0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u305f\u3044<\/span><\/strong><\/p>\n<p><span data-preserver-spaces=\"true\">\u30ab\u30b9\u30bf\u30e0\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u3001\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u3066\u5fae\u8abf\u6574\u3057\u305f\u308a\u3001\u65e2\u5b58\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d71\u5408\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><strong><span data-preserver-spaces=\"true\">\u4e8b\u524d\u306b\u8a13\u7df4\u3055\u308c\u305f\u8a00\u8a9e\u7406\u89e3\u304c\u5fc5\u8981<\/span><\/strong><\/p>\n<p><span data-preserver-spaces=\"true\">LLM\u306f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u4e8b\u524d\u306b\u8a13\u7df4\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u3059\u3050\u306b\u5f37\u529b\u306a\u8a00\u8a9e\u7406\u89e3\u529b\u3092\u767a\u63ee\u3059\u308b\u3002 \u5927\u91cf\u306e\u975e\u69cb\u9020\u5316\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3001LLM\u306f\u8cb4\u91cd\u306a\u8cc7\u7523\u3068\u306a\u308b\u3002<\/span><\/p>\n<h3><strong><span data-preserver-spaces=\"true\">3.\u306a\u305cGPT\u30e2\u30c7\u30eb\u306e\u3088\u3046\u306aLLM\u304c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u4eba\u6c17\u306a\u306e\u304b\uff1f<\/span><\/strong><\/h3>\n<p><span data-preserver-spaces=\"true\">LLM\u306f\u3001\u69d8\u3005\u306a\u8a00\u8a9e\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u5353\u8d8a\u3057\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3059\u308b\u3053\u3068\u304b\u3089\u3001\u5e83\u304f\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u3002 LLM\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5b66\u7fd2\u3055\u308c\u308b\u3002 \u305d\u306e\u7d50\u679c\u3001\u3042\u3089\u3086\u308b\u8a00\u8a9e\u306e\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u9996\u5c3e\u4e00\u8cab\u3057\u305f\u3001\u6587\u8108\u306b\u5373\u3057\u305f\u3001\u6587\u6cd5\u7684\u306b\u6b63\u3057\u3044\u6587\u7ae0\u3092\u7406\u89e3\u3057\u3001\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u3055\u3089\u306b\u3001\u4e8b\u524d\u306b\u8a13\u7df4\u3055\u308c\u305fLLM\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001AI\u306b\u3088\u308b\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u3068\u751f\u6210\u304c\u3088\u308a\u591a\u304f\u306e\u4eba\u306b\u3068\u3063\u3066\u8eab\u8fd1\u306a\u3082\u306e\u306b\u306a\u3063\u305f\u3002<\/span><\/p>\n<h3>4.LLM\u306e\u5178\u578b\u7684\u306a\u5fdc\u7528\u4f8b\u3068\u306f\uff1f<\/h3>\n<p>LLM\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5e45\u5e83\u3044\u8a00\u8a9e\u30bf\u30b9\u30af\u306b\u5fdc\u7528\u3055\u308c\u3066\u3044\u308b\uff1a<\/p>\n<p><strong>\u81ea\u7136\u8a00\u8a9e\u7406\u89e3<\/strong><\/p>\n<p>LLM\u306f\u3001\u611f\u60c5\u5206\u6790\u3001\u540d\u524d\u4ed8\u304d\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u8a8d\u8b58\u3001\u8cea\u554f\u5fdc\u7b54\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u5f97\u610f\u3068\u3059\u308b\u3002 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data-preserver-spaces=\"true\">5.LLM\u306f\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u65b0\u9bae\u306a\u30c7\u30fc\u30bf\u3068\u9032\u5316\u3059\u308b\u8ab2\u984c\u306b\u5bfe\u5fdc\u3057\u7d9a\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u304b\uff1f<\/span><\/strong><\/h3>\n<p>LLM\u304c\u6700\u65b0\u304b\u3064\u52b9\u679c\u7684\u3067\u3042\u308a\u7d9a\u3051\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002 \u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3084\u9032\u5316\u3059\u308b\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u6226\u7565\u304c\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\uff1a<\/p>\n<p><strong>\u30c7\u30fc\u30bf\u88dc\u5f37<\/strong><\/p>\n<p>\u53e4\u3044\u60c5\u5831\u306b\u8d77\u56e0\u3059\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u4f4e\u4e0b\u3092\u9632\u3050\u305f\u3081\u306b\u306f\u3001\u7d99\u7d9a\u7684\u306a\u30c7\u30fc\u30bf\u306e\u5897\u5f37\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002 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\u6700\u8fd1\u306e\u30c7\u30fc\u30bf\u3067\u30e2\u30c7\u30eb\u3092\u5fae\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u5909\u5316\u3059\u308b\u30c8\u30ec\u30f3\u30c9\u306b\u9069\u5fdc\u3057\u3001\u6700\u65b0\u306e\u72b6\u614b\u3092\u4fdd\u3064\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p><strong>\u30a2\u30af\u30c6\u30a3\u30d6\u30fb\u30e9\u30fc\u30cb\u30f3\u30b0<\/strong><\/p>\n<p>\u30a2\u30af\u30c6\u30a3\u30d6\u30fb\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3092\u5c0e\u5165\u3059\u308b\u306e\u3082\u3072\u3068\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3060\u3002 \u3053\u308c\u306b\u306f\u3001\u30e2\u30c7\u30eb\u304c\u4e0d\u78ba\u5b9f\u3067\u3042\u3063\u305f\u308a\u3001\u30a8\u30e9\u30fc\u3092\u8d77\u3053\u3057\u305d\u3046\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7279\u5b9a\u3057\u3001\u3053\u308c\u3089\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u5bfe\u3059\u308b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u308b\u3002 \u3053\u308c\u3089\u306e\u6ce8\u91c8\u306f\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092\u5411\u4e0a\u3055\u305b\u3001\u7cbe\u5ea6\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u691c\u7d22\u3057\u3001\u51e6\u7406\u3059\u308b\u80fd\u529b\u306f\u3001\u4eca\u65e5\u306e\u6280\u8853\u96c6\u7d04\u7684\u306a\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u30b2\u30fc\u30e0\u30c1\u30a7\u30f3\u30b8\u30e3\u30fc\u3068\u306a\u3063\u3066\u3044\u308b\u3002 RAG API\u304c\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u3069\u306e\u3088\u3046\u306b\u518d\u5b9a\u7fa9\u3059\u308b\u306e\u304b\u3092\u63a2\u3063\u3066\u307f\u3088\u3046\u3002 \u3053\u306e\u9769\u65b0\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08Large Language Models\uff1aLLM\uff09\u3068\u691c\u7d22\u30d9\u30fc\u30b9\u306e\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u30c7\u30fc\u30bf\u691c\u7d22\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3059\u3002 \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3068\u306f\uff1f \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306f\u3001\u691c\u7d22\u62e1\u5f35\u4e16\u4ee3\uff08RAG\uff09\u306e\u57fa\u76e4\u3068\u306a\u308b\u9ad8\u5ea6\u306a\u4eba\u5de5\u77e5\u80fd\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308b\u3002 GPT\uff08Generative Pre-trained Transformer\uff09\u306e\u3088\u3046\u306aLLM\u306f\u3001\u9ad8\u5ea6\u306b\u6d17\u7df4\u3055\u308c\u305f\u8a00\u8a9e\u99c6\u52d5\u578bAI\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002 \u5f7c\u3089\u306f\u5e83\u7bc4\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u8a13\u7df4\u3055\u308c\u3066\u304a\u308a\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3057\u3001\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 RAG API\u306e\u6587\u8108\u3067\u306f\u3001\u3053\u308c\u3089\u306eLLM\u306f\u30c7\u30fc\u30bf\u691c\u7d22\u3001\u51e6\u7406\u3001\u751f\u6210\u306e\u5f37\u5316\u306b\u304a\u3044\u3066\u4e2d\u5fc3\u7684\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3001\u30c7\u30fc\u30bf\u76f8\u4e92\u4f5c\u7528\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u591a\u7528\u9014\u3067\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u308b\u3002 RAG API\u306e\u30b3\u30f3\u30bb\u30d7\u30c8\u3092\u7c21\u5358\u306b\u8aac\u660e\u3057\u3088\u3046\u3002 RAG\u3068\u306f\uff1f RAG\uff08Retrieval-AugmentedGeneration\uff09\u306f\u3001\u751f\u6210AI\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 \u305d\u306e\u4e3b\u306a\u76ee\u7684\u306f\u3001AI\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u308b\u56de\u7b54\u304c\u3001\u5165\u529b\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5bfe\u3057\u3066\u6700\u65b0\u304b\u3064\u9069\u5207\u3067\u3042\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u6b63\u78ba\u3067\u3042\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002 \u3053\u306e\u6b63\u78ba\u3055\u3078\u306e\u3053\u3060\u308f\u308a\u306f\u3001RAG API\u306e\u6a5f\u80fd\u306e\u91cd\u8981\u306a\u5074\u9762\u3067\u3042\u308b\u3002 \u3053\u308c\u306f\u3001GPT\u306e\u3088\u3046\u306a\u30e9\u30fc\u30b8\u30fb\u30e9\u30f3\u30b2\u30fc\u30b8\u30fb\u30e2\u30c7\u30eb\uff08LLM\uff09\u3068\u547c\u3070\u308c\u308b\u8d85\u30b9\u30de\u30fc\u30c8\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30fb\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u753b\u671f\u7684\u306a\u65b9\u6cd5\u3067\u3042\u308b\u3002 \u3053\u308c\u3089\u306eLLM\u306f\u3001\u305d\u306e\u524d\u306e\u5358\u8a9e\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u6587\u306e\u4e2d\u3067\u6b21\u306b\u6765\u308b\u5358\u8a9e\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30c7\u30b8\u30bf\u30eb\u9b54\u6cd5\u4f7f\u3044\u306e\u3088\u3046\u306a\u3082\u306e\u3060\u3002 \u5f7c\u3089\u306f\u81a8\u5927\u306a\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u5b66\u3093\u3067\u3044\u308b\u306e\u3067\u3001\u3068\u3066\u3082\u4eba\u9593\u3089\u3057\u304f\u805e\u3053\u3048\u308b\u3088\u3046\u306b\u66f8\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3002 RAG\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u30c7\u30b8\u30bf\u30eb\u30a6\u30a3\u30b6\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u3001\u4f5c\u696d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u4f55\u3067\u3082\u77e5\u3063\u3066\u3044\u308b\u672c\u5f53\u306b\u8ce2\u3044\u53cb\u4eba\u306b\u52a9\u3051\u3066\u3082\u3089\u3063\u3066\u3044\u308b\u3088\u3046\u306a\u3082\u306e\u3060\uff01 \u57fa\u672c\u7684\u306b\u3001RAG\u306f\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3067\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3001LLM\u3078\u306e\u30af\u30a8\u30ea\u306b\u6ce8\u5165\u3057\u3066\u53c2\u7167\u3059\u308b\u3002 \u3053\u308c\u3089\u306e\u7528\u8a9e\u306b\u3064\u3044\u3066\u306f\u3001\u8a18\u4e8b\u306e\u4e2d\u3067\u3055\u3089\u306b\u6398\u308a\u4e0b\u3052\u3066\u3044\u304f\u3002 RAG\u306b\u3064\u3044\u3066\u3082\u3063\u3068\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001Cohere\u306e\u5305\u62ec\u7684\u306a\u8a18\u4e8b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 RAG vs. \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff1a\u305d\u306e\u9055\u3044\u306f\uff1f \u30a2\u30b9\u30da\u30af\u30c8 RAG API \u5fae\u8abf\u6574 \u30a2\u30d7\u30ed\u30fc\u30c1 \u65e2\u5b58\u306eLLM\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u88dc\u5f37 \u7279\u5b9a\u306e\u696d\u52d9\u306b\u7279\u5316\u3057\u305fLLM \u8a08\u7b97\u30ea\u30bd\u30fc\u30b9 \u5c11\u306a\u3044\u8a08\u7b97\u8cc7\u6e90\u3067\u6e08\u3080 \u304b\u306a\u308a\u306e\u8a08\u7b97\u8cc7\u6e90\u3092\u5fc5\u8981\u3068\u3059\u308b \u30c7\u30fc\u30bf\u8981\u4ef6 \u5c0f\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9069\u3057\u3066\u3044\u308b \u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3059\u308b \u30e2\u30c7\u30eb\u306e\u7279\u7570\u6027 \u6a5f\u7a2e\u306b\u3068\u3089\u308f\u308c\u305a\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u6a5f\u7a2e\u5909\u66f4\u304c\u53ef\u80fd LLM\u306e\u5207\u308a\u66ff\u3048\u306f\u901a\u5e38\u975e\u5e38\u306b\u9762\u5012\u3067\u3042\u308b\u3002 \u30c9\u30e1\u30a4\u30f3\u9069\u5fdc\u6027 \u30c9\u30e1\u30a4\u30f3\u306b\u3068\u3089\u308f\u308c\u305a\u3001\u69d8\u3005\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u5fdc\u53ef\u80fd \u7570\u306a\u308b\u30c9\u30e1\u30a4\u30f3\u306b\u9069\u5fdc\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3044 \u5e7b\u899a\u8efd\u6e1b \u5e7b\u899a\u3092\u6291\u3048\u308b\u52b9\u679c \u6ce8\u610f\u6df1\u304f\u8abf\u6574\u3057\u306a\u3044\u3068\u3001\u5e7b\u899a\u304c\u5897\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002 \u4e00\u822c\u7684\u306a\u4f7f\u7528\u4f8b<a class=\"excerpt-read-more\" href=\"https:\/\/meetcody.ai\/ja\/blog\/rag-api%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%81%a8%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/\" title=\"ReadRAG API\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f\">&#8230; Read more &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":31644,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[83,85,84],"tags":[311,186,310],"class_list":["post-31664","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-85","category-84","tag-311","tag-ai","tag-310"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.8 (Yoast SEO v24.2) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>RAG API\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/title>\n<meta name=\"description\" content=\"RAG API\u306e\u30d1\u30ef\u30fc\u3092\u63a2\u6c42\u3057\u3066\u304f\u3060\u3055\u3044\u3002 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\u30c7\u30fc\u30bf\u51e6\u7406\u3001AI\u5fdc\u7b54\u3001\u751f\u6210\u7684AI\u6700\u9069\u5316\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3057\u3066\u3044\u308b\u304b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/meetcody.ai\/ja\/blog\/rag-api\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f\/\" \/>\n<meta property=\"og:site_name\" content=\"Cody - The AI Trained on Your Business\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-23T19:46:09+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-10T10:44:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/10\/Cody-RAG-API-1-scaled-e1698089887322.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1550\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" 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