{"id":5433,"date":"2025-04-01T13:50:30","date_gmt":"2025-04-01T04:50:30","guid":{"rendered":"https:\/\/callcenternavi.jp\/connenavi\/?post_type=news&#038;p=5433"},"modified":"2025-04-01T13:50:31","modified_gmt":"2025-04-01T04:50:31","slug":"%e3%80%90%e6%9c%80%e6%96%b0%e8%a7%a3%e8%aa%ac%e3%80%91%e3%82%b3%e3%83%bc%e3%83%ab%e3%82%bb%e3%83%b3%e3%82%bf%e3%83%bc%e3%81%a7%e3%81%ae%e7%94%9f%e6%88%90ai%e6%b4%bb%e7%94%a8%ef%bd%9crag%ef%bc%88","status":"publish","type":"news","link":"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/","title":{"rendered":"\u3010\u6700\u65b0\u89e3\u8aac\u3011\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3067\u306e\u751f\u6210AI\u6d3b\u7528\uff5cRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\uff1f"},"content":{"rendered":"\n<p>\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u6025\u901f\u306b\u9032\u3080\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u696d\u754c\u3067\u3059\u304c\u3001\u751f\u6210AI\u3092\u30d5\u30ed\u30f3\u30c8\u696d\u52d9\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u8aa4\u56de\u7b54\u306e\u30ea\u30b9\u30af\u3084\u3001\u6700\u65b0\u60c5\u5831\u304c\u53cd\u6620\u3055\u308c\u306a\u3044\u3068\u3044\u3063\u305f\u8ab2\u984c\u3082\u6d6e\u304d\u5f6b\u308a\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u3053\u3067\u4eca\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u3001\u691c\u7d22\u6280\u8853\u3068\u751f\u6210AI\u3092\u878d\u5408\u3055\u305b\u305f\u300cRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u300d\u3068\u3044\u3046\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5206\u304b\u308a\u3084\u3059\u304f\u300cRAG\u3068\u306f\u4f55\u304b\uff1f\u300d\u3068\u3044\u3046\u57fa\u672c\u6982\u5ff5\u304b\u3089\u3001\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3067\u306e\u751f\u6210AI\u6d3b\u7528\u304c\u62b1\u3048\u308b\u8ab2\u984c\u3092RAG\u304c\u3069\u306e\u3088\u3046\u306b\u89e3\u6c7a\u3059\u308b\u306e\u304b\u3001\u3055\u3089\u306b\u306f\u5b9f\u969b\u306e\u5c0e\u5165\u624b\u9806\u3084\u6210\u529f\u4e8b\u4f8b\u307e\u3067\u5fb9\u5e95\u89e3\u8aac\u3057\u307e\u3059\u3002\u751f\u6210AI\u3092\u672c\u683c\u7684\u306b\u6d3b\u7528\u3057\u3001\u696d\u52d9\u52b9\u7387\u5316\u3068\u9867\u5ba2\u6e80\u8db3\u5ea6\u5411\u4e0a\u3092\u5b9f\u73fe\u3057\u305f\u3044\u65b9\u306f\u3001\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u306b\u95a2\u3059\u308b\u904e\u53bb\u8a18\u4e8b\u306f\u3053\u3061\u3089\uff1a<br><a href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/3751\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u3010\u4e8b\u4f8b\u89e3\u8aac\u3011\u751f\u6210AI\u5c0e\u5165\u3067\u5909\u308f\u308b\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u2502\u6d77\u5916\u6210\u529f\u4e8b\u4f8b\u3092\u3054\u7d39\u4ecb<br><\/a><a href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5250\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u30102025\u5e74\u6700\u6ce8\u76ee\u3011AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5c0e\u5165\u3067\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306f\u3069\u3046\u5909\u308f\u308b\uff1f\u6982\u8981\u30fb\u8ab2\u984c\u30fb\u4e8b\u4f8b\u3092\u5fb9\u5e95\u89e3\u8aac<\/a><\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">TOPICS<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 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>\u793e\u5185\u77e5\u8b58\u3092\u53cd\u6620\u3057\u3066\u6b63\u78ba\u6027\u5411\u4e0a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/#%E5%B8%B8%E3%81%AB%E6%9C%80%E6%96%B0%E6%83%85%E5%A0%B1%E3%82%92%E6%8F%90%E4%BE%9B\" >\u5e38\u306b\u6700\u65b0\u60c5\u5831\u3092\u63d0\u4f9b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/#%E5%86%85%E9%83%A8%E3%83%87%E3%83%BC%E3%82%BF%E3%81%A8%E7%B5%B1%E5%90%88%E3%81%97%E3%81%A6%E5%80%8B%E5%88%A5%E5%AF%BE%E5%BF%9C%E3%82%92%E5%AE%9F%E7%8F%BE\" >\u5185\u90e8\u30c7\u30fc\u30bf\u3068\u7d71\u5408\u3057\u3066\u500b\u5225\u5bfe\u5fdc\u3092\u5b9f\u73fe<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" 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href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/#%E7%9F%A5%E8%AD%98%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E7%B2%BE%E6%9F%BB%E3%81%A8%E7%AE%A1%E7%90%86\" >\u77e5\u8b58\u30c7\u30fc\u30bf\u306e\u7cbe\u67fb\u3068\u7ba1\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/#%E6%A4%9C%E7%B4%A2%E7%B2%BE%E5%BA%A6%E3%81%A8%E5%BF%9C%E7%AD%94%E5%93%81%E8%B3%AA%E3%81%AE%E3%83%81%E3%83%A5%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0\" >\u691c\u7d22\u7cbe\u5ea6\u3068\u5fdc\u7b54\u54c1\u8cea\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/#UX%E3%82%92%E5%AE%9F%E7%8F%BE%E3%81%99%E3%82%8B%E3%81%9F%E3%82%81%E3%81%AE%E6%80%A7%E8%83%BD\" >UX\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u6027\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/#%E3%82%BB%E3%82%AD%E3%83%A5%E3%83%AA%E3%83%86%E3%82%A3%E3%81%A8%E3%83%97%E3%83%A9%E3%82%A4%E3%83%90%E3%82%B7%E3%83%BC\" >\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/#%E3%82%B3%E3%83%B3%E3%82%BF%E3%82%AF%E3%83%88%E3%82%BB%E3%83%B3%E3%82%BF%E3%83%BC%E3%81%AB%E3%81%8A%E3%81%91%E3%82%8BRAG%E6%B4%BB%E7%94%A8%E3%81%AE%E6%88%90%E5%8A%9F%E4%BA%8B%E4%BE%8B\" >\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u306b\u304a\u3051\u308bRAG\u6d3b\u7528\u306e\u6210\u529f\u4e8b\u4f8b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/#%E4%B8%89%E4%BA%95%E4%BD%8F%E5%8F%8B%E3%82%AB%E3%83%BC%E3%83%89\" >\u4e09\u4e95\u4f4f\u53cb\u30ab\u30fc\u30c9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/#DoorDash%EF%BC%88%E7%B1%B3%E5%9B%BD%E3%81%AE%E4%BA%8B%E4%BE%8B%EF%BC%89\" >DoorDash\uff08\u7c73\u56fd\u306e\u4e8b\u4f8b\uff09<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/callcenternavi.jp\/connenavi\/note\/5433\/#%E3%81%BE%E3%81%A8%E3%82%81\" >\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"RAG%E3%81%AE%E5%9F%BA%E6%9C%AC%E6%A6%82%E5%BF%B5\"><\/span>RAG\u306e\u57fa\u672c\u6982\u5ff5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>RAG\uff08Retrieval-Augmented Generation\uff0f\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\u3001\u751f\u6210AI\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3001LLM\uff09\u306e\u7cbe\u5ea6\u3084\u4fe1\u983c\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u751f\u307e\u308c\u305f\u6700\u65b0\u306eAI\u6280\u8853<\/strong>\u3067\u3059\u3002\u5f93\u6765\u306e\u751f\u6210AI\u306f\u3001\u4e8b\u524d\u306b\u5b66\u7fd2\u3057\u305f\u5927\u91cf\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u8cea\u554f\u3078\u306e\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u60c5\u5831\u306f\u30e2\u30c7\u30eb\u304c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u7d42\u3048\u305f\u6642\u70b9\u307e\u3067\u306b\u9650\u5b9a\u3055\u308c\u3001\u65b0\u3057\u3044\u60c5\u5831\u3084\u4f01\u696d\u72ec\u81ea\u306e\u30ca\u30ec\u30c3\u30b8\u306b\u306f\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u5f31\u70b9\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>RAG\u306f\u3001\u3053\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u3001\u8cea\u554f\u304c\u4e0e\u3048\u3089\u308c\u305f\u969b\u306b\u307e\u305a\u5916\u90e8\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u3092\u691c\u7d22\u3057\u3001\u95a2\u9023\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\u305d\u306e\u60c5\u5831\u3092\u3082\u3068\u306bAI\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u6700\u65b0\u306e\u60c5\u5831\u3084\u4f01\u696d\u5185\u306e\u5c02\u9580\u7684\u306a\u77e5\u8b58\u306b\u3082\u5373\u5ea7\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u56de\u7b54\u306e\u4fe1\u983c\u6027\u3068\u6b63\u78ba\u6027\u3092\u5287\u7684\u306b\u6539\u5584\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E8%88%AC%E7%9A%84%E3%81%AA%E6%A4%9C%E7%B4%A2%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%B3%E3%81%A8%E3%81%AE%E9%81%95%E3%81%84\"><\/span>\u4e00\u822c\u7684\u306a\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3068\u306e\u9055\u3044<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u901a\u5e38\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u5408\u81f4\u3057\u305f\u60c5\u5831\u3092\u4e00\u89a7\u3067\u63d0\u4f9b\u3059\u308b\u3060\u3051\u3067\u3001\u305d\u306e\u5185\u5bb9\u306e\u7406\u89e3\u3084\u8981\u7d04\u306f\u30e6\u30fc\u30b6\u30fc\u81ea\u8eab\u304c\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001RAG\u306f\u691c\u7d22\u7d50\u679c\u3092\u3082\u3068\u306bAI\u304c\u81ea\u52d5\u3067\u5185\u5bb9\u3092\u7406\u89e3\u30fb\u8981\u7d04\u3057\u3001\u81ea\u7136\u306a\u6587\u7ae0\u3067\u56de\u7b54\u3092\u8fd4\u3059\u305f\u3081\u3001\u3088\u308a\u8fc5\u901f\u304b\u3064\u52b9\u7387\u7684\u306b\u8ab2\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306bRAG\u306f\u3001\u56de\u7b54\u306e\u51fa\u5178\u3068\u306a\u308b\u60c5\u5831\u3092\u793a\u3059\u3053\u3068\u3082\u53ef\u80fd\u3067\u3001\u56de\u7b54\u306e\u4fe1\u983c\u6027\u5411\u4e0a\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u300c\u306a\u305c\u3053\u306e\u56de\u7b54\u306a\u306e\u304b\u300d\u300c\u3069\u306e\u60c5\u5831\u3092\u5143\u306b\u3057\u3066\u3044\u308b\u306e\u304b\u300d\u3092\u30e6\u30fc\u30b6\u30fc\u81ea\u8eab\u304c\u78ba\u8a8d\u3067\u304d\u308b\u305f\u3081\u3001\u7279\u306b\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u304c\u91cd\u8996\u3055\u308c\u308b\u696d\u754c\u3084\u3001\u9867\u5ba2\u5bfe\u5fdc\u306e\u6b63\u78ba\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u696d\u52d9\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u6709\u7528\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes has-small-font-size\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9805\u76ee<\/th><th>\u5f93\u6765\u306e\u691c\u7d22\u30b7\u30b9\u30c6\u30e0<\/th><th>\u751f\u6210AI \u5358\u4f53<\/th><th>RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09<\/th><\/tr><\/thead><tbody><tr><td><strong>\u56de\u7b54\u5f62\u5f0f<\/strong><\/td><td>\u6587\u66f8\u3084FAQ\u306e\u30ea\u30b9\u30c8\u3092\u63d0\u793a<\/td><td>\u30e2\u30c7\u30eb\u5185\u306e\u77e5\u8b58\u304b\u3089\u751f\u6210\u6587\u3092\u76f4\u63a5\u56de\u7b54<\/td><td>\u691c\u7d22\u7d50\u679c\u3092\u57fa\u306bLLM\u304c\u7d71\u5408\u3057\u305f\u6587\u7ae0\u3067\u56de\u7b54<\/td><\/tr><tr><td><strong>\u77e5\u8b58\u306e\u7bc4\u56f2<\/strong><\/td><td>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u3057\u305f\u6587\u66f8\u5185<br>\uff08\u66f4\u65b0\u3059\u308c\u3070\u6700\u65b0\u60c5\u5831\u53ef\uff09<\/td><td>\u5b66\u7fd2\u6642\u70b9\u307e\u3067\u306e\u30c7\u30fc\u30bf<br>\uff08\u66f4\u65b0\u56f0\u96e3\u3067\u53e4\u304f\u306a\u308b\uff09<\/td><td>\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u53d6\u5f97<br>\uff08\u5e38\u306b\u6700\u65b0\u60c5\u5831\u3092\u53c2\u7167\u53ef\uff09<\/td><\/tr><tr><td><strong>\u6b63\u78ba\u6027\u30fb\u4fe1\u983c\u6027<\/strong><\/td><td>\u539f\u6587\u305d\u306e\u307e\u307e\u63d0\u793a\u3059\u308b\u305f\u3081\u9ad8\u3044\uff08\u305f\u3060\u3057\u8981\u8aad\u89e3\uff09\u3002<\/td><td>\u4e8b\u5b9f\u8aa4\u308a\u3084<strong>\u5e7b\u899a<\/strong>\u306e\u30ea\u30b9\u30af\u3042\u308a\u200b<a href=\"https:\/\/www.comm100.com\/blog\/generative-ai-customer-service-benefits-challenges\/#:~:text=While%20Generative%20AI%20customer%20service,and%20potentially%20damaging%20customer%20trust\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/td><td>\u51fa\u5178\u306b\u57fa\u3065\u304d<strong>\u4e8b\u5b9f\u306b\u6cbf\u3063\u305f\u56de\u7b54<\/strong>\u200b<a href=\"https:\/\/research.ibm.com\/blog\/retrieval-augmented-generation-RAG#:~:text=RAG%20implementation%20in%20an%20LLM,for%20accuracy%20and%20ultimately%20trusted\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/td><\/tr><tr><td><strong>\u56de\u7b54\u306e\u624b\u9593<\/strong><\/td><td>\u81ea\u5206\u3067\u8907\u6570\u6587\u66f8\u3092\u8aad\u3080\u5fc5\u8981<\/td><td>\u5358\u4e00\u306e\u307e\u3068\u307e\u3063\u305f\u6587\u7ae0<\/td><td><strong>\u81ea\u52d5\u3067\u8981\u70b9\u3092\u8981\u7d04<\/strong>\u3057\u3066\u63d0\u793a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4e0a\u8868\u306e\u3088\u3046\u306b\u3001RAG\u306f\u691c\u7d22\u3068\u751f\u6210AI\u53cc\u65b9\u306e\u5f37\u307f\u3092\u751f\u304b\u3057\u3064\u3064\u4e92\u3044\u306e\u5f31\u70b9\u3092\u88dc\u3046\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%83%B3%E3%82%BF%E3%82%AF%E3%83%88%E3%82%BB%E3%83%B3%E3%82%BF%E3%83%BC%E3%81%B8%E3%81%AE%E7%94%9F%E6%88%90AI%E6%B4%BB%E7%94%A8%E3%81%AE%E8%AA%B2%E9%A1%8C\"><\/span>\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u3078\u306e\u751f\u6210AI\u6d3b\u7528\u306e\u8ab2\u984c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u751f\u6210AI\u3092\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u696d\u52d9\u306b\u5c0e\u5165\u3059\u308b\u969b\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u62b1\u3048\u308b\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u4ee3\u8868\u7684\u306a\u3082\u306e\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8ab2\u984c\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%AD%A3%E7%A2%BA%E6%80%A7%E3%81%AE%E5%95%8F%E9%A1%8C%EF%BC%88%E3%83%8F%E3%83%AB%E3%82%B7%E3%83%8D%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E3%81%AE%E7%99%BA%E7%94%9F%EF%BC%89\"><\/span>\u6b63\u78ba\u6027\u306e\u554f\u984c\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u767a\u751f\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u751f\u6210AI\u306f\u975e\u5e38\u306b\u6d41\u66a2\u3067\u81ea\u7136\u306a\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u304c\u3001\u4e00\u65b9\u3067\u4e8b\u5b9f\u306b\u57fa\u3065\u304b\u306a\u3044\u8aa4\u3063\u305f\u60c5\u5831\u3092\u81ea\u4fe1\u6e80\u3005\u306b\u56de\u7b54\u3059\u308b\u300c\u5e7b\u899a\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09\u300d\u73fe\u8c61\u304c\u767a\u751f\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u751f\u6210AI\u306f\u539f\u7406\u7684\u306b\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u907f\u3051\u3089\u308c\u306a\u3044\u7406\u7531\u306f\u3001\u305d\u306e\u78ba\u7387\u7684\u306a\u751f\u6210\u30e1\u30ab\u30cb\u30ba\u30e0\u306b\u3042\u308a\u307e\u3059\u3002AI\u306f\u5b66\u7fd2\u3057\u305f\u30c7\u30fc\u30bf\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u3044\u3066\u6b21\u306e\u5358\u8a9e\u3084\u60c5\u5831\u3092\u4e88\u6e2c\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308a\u3001\u5b8c\u5168\u306a\u77e5\u8b58\u3092\u6301\u305f\u306a\u3044\u305f\u3081\u60c5\u5831\u306e\u6b20\u843d\u3092\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u88dc\u5b8c\u300d\u3067\u57cb\u3081\u3088\u3046\u3068\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u8a00\u8a9e\u30d1\u30bf\u30fc\u30f3\u3068\u4e8b\u5b9f\u306e\u533a\u5225\u304c\u5185\u90e8\u7684\u306b\u660e\u78ba\u3067\u306a\u304f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u81ea\u4f53\u3082\u4e0d\u5b8c\u5168\u3067\u3042\u308b\u305f\u3081\u3001\u771f\u5b9f\u3068\u5275\u4f5c\u306e\u5883\u754c\u304c\u66d6\u6627\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8981\u56e0\u304c\u7d44\u307f\u5408\u308f\u3055\u308a\u3001AI\u304c\u6642\u306b\u73fe\u5b9f\u306b\u5b58\u5728\u3057\u306a\u3044\u60c5\u5831\u3092\u81ea\u4fe1\u3092\u6301\u3063\u3066\u63d0\u793a\u3059\u308b\u73fe\u8c61\u304c\u751f\u3058\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u8aa4\u56de\u7b54\u304c\u9867\u5ba2\u306e\u4fe1\u983c\u3092\u640d\u306a\u3046\u3053\u3068\u306b\u306a\u308a\u304b\u306d\u307e\u305b\u3093\u3002\u7279\u306b\u91d1\u878d\u3084\u901a\u4fe1\u306a\u3069\u3001\u6b63\u78ba\u6027\u304c\u91cd\u8981\u8996\u3055\u308c\u308b\u696d\u754c\u3067\u306f\u3001\u3053\u306e\u8ab2\u984c\u306f\u6df1\u523b\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%9C%80%E6%96%B0%E6%83%85%E5%A0%B1%E3%81%B8%E3%81%AE%E5%AF%BE%E5%BF%9C%E4%B8%8D%E8%B6%B3\"><\/span>\u6700\u65b0\u60c5\u5831\u3078\u306e\u5bfe\u5fdc\u4e0d\u8db3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u751f\u6210AI\u30e2\u30c7\u30eb\u306f\u5b66\u7fd2\u3057\u305f\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5909\u5316\u3059\u308b\u60c5\u5831\u3084\u65b0\u3057\u3044\u898f\u5b9a\u3001\u30b5\u30fc\u30d3\u30b9\u5909\u66f4\u306a\u3069\u3078\u306e\u5373\u6642\u5bfe\u5fdc\u304c\u56f0\u96e3\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u518d\u8a13\u7df4\u3084\u66f4\u65b0\u306b\u306f\u5927\u91cf\u306e\u8a08\u7b97\u8cc7\u6e90\u3068\u6642\u9593\u304c\u5fc5\u8981\u306a\u305f\u3081\u3001\u5e38\u306b\u6700\u65b0\u306e\u72b6\u614b\u306b\u4fdd\u3064\u3053\u3068\u306f\u6280\u8853\u7684\u30fb\u7d4c\u6e08\u7684\u306b\u96e3\u3057\u3044\u3068\u3044\u3046\u5236\u7d04\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u983b\u7e41\u306b\u66f4\u65b0\u304c\u3042\u308b\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u696d\u52d9\u3067\u306f\u3001\u60c5\u5831\u306e\u30bf\u30a4\u30e0\u30e9\u30b0\u304c\u30b5\u30fc\u30d3\u30b9\u54c1\u8cea\u306e\u4f4e\u4e0b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u591a\u304f\u306e\u4f01\u696d\u306f\u3001\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u3084FAQ\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u4e8b\u4f8b\u306a\u3069\u306e\u81a8\u5927\u306a\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3092\u4fdd\u6709\u3057\u3066\u3044\u307e\u3059\u3002\u751f\u6210AI\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3053\u308c\u3089\u306e\u793e\u5185\u60c5\u5831\u3068AI\u30b7\u30b9\u30c6\u30e0\u3092\u5186\u6ed1\u306b\u9023\u643a\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u306e\u30ca\u30ec\u30c3\u30b8\u7d71\u5408\u304c\u6280\u8853\u7684\u30fb\u904b\u7528\u7684\u306b\u96e3\u3057\u304f\u3001\u73fe\u5834\u3078\u306e\u30b9\u30e0\u30fc\u30ba\u306a\u5c0e\u5165\u3092\u59a8\u3052\u308b\u8981\u56e0\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u306e\u3088\u3046\u306b\u3001\u751f\u6210AI\u3092\u305d\u306e\u307e\u307e\u6d3b\u7528\u3059\u308b\u3060\u3051\u3067\u306f\u6b63\u78ba\u6027\u3084\u60c5\u5831\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u3084\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3068\u306e\u9069\u5408\u6027\u306e\u9762\u3067\u4e0d\u5341\u5206\u306a\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u306e\u624b\u6bb5\u3068\u3057\u3066RAG\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%AA%E3%81%9CRAG%E3%82%92%E4%BD%BF%E3%81%88%E3%81%B0%E7%94%9F%E6%88%90AI%E6%B4%BB%E7%94%A8%E3%81%AE%E8%AA%B2%E9%A1%8C%E3%81%8C%E8%A7%A3%E6%B1%BA%E3%81%99%E3%82%8B%E3%81%8B\"><\/span>\u306a\u305cRAG\u3092\u4f7f\u3048\u3070\u751f\u6210AI\u6d3b\u7528\u306e\u8ab2\u984c\u304c\u89e3\u6c7a\u3059\u308b\u304b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG\u306f\u3001\u751f\u6210AI\u5c0e\u5165\u6642\u306e\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u306e\u624b\u6bb5\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3069\u306e\u3088\u3046\u306bRAG\u304c\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u306e\u304b\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%A4%BE%E5%86%85%E7%9F%A5%E8%AD%98%E3%82%92%E5%8F%8D%E6%98%A0%E3%81%97%E3%81%A6%E6%AD%A3%E7%A2%BA%E6%80%A7%E5%90%91%E4%B8%8A\"><\/span>\u793e\u5185\u77e5\u8b58\u3092\u53cd\u6620\u3057\u3066\u6b63\u78ba\u6027\u5411\u4e0a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u306f\u3001LLM\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u793e\u5185\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u53c2\u7167\u3059\u308b\u305f\u3081\u3001\u56de\u7b54\u306e\u88cf\u4ed8\u3051\u304c\u3042\u308b\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002\u200b\u5e38\u306b\u6839\u62e0\u306e\u3042\u308b\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u751f\u6210\u3055\u308c\u308b\u305f\u3081\u3001\u8aa4\u56de\u7b54\u306e\u30ea\u30b9\u30af\u3092\u8457\u3057\u304f\u4f4e\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001RAG\u3092\u4f7f\u3046\u3068\u3001LLM\u306e\u56de\u7b54\u306b\u3069\u306e\u6587\u66f8\u3092\u6839\u62e0\u3068\u3057\u305f\u304b\u3092\u95a2\u9023\u4ed8\u3051\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u898b\u3066\u3082\u56de\u7b54\u306e\u51fa\u5178\u304c\u78ba\u8a8d\u3067\u304d\u308b\u305f\u3081\u3001\u300c\u306a\u305c\u305d\u306e\u56de\u7b54\u306a\u306e\u304b\u300d\u304c\u900f\u660e\u306b\u306a\u308a\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%B8%B8%E3%81%AB%E6%9C%80%E6%96%B0%E6%83%85%E5%A0%B1%E3%82%92%E6%8F%90%E4%BE%9B\"><\/span>\u5e38\u306b\u6700\u65b0\u60c5\u5831\u3092\u63d0\u4f9b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u518d\u5ea6\u884c\u308f\u306a\u304f\u3066\u3082\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306e\u66f4\u65b0\u3060\u3051\u3067\u6700\u65b0\u60c5\u5831\u3092\u56de\u7b54\u306b\u53cd\u6620\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u5358\u4f53\u306eLLM\u3067\u306f\u5b66\u7fd2\u5f8c\u306b\u767b\u5834\u3057\u305f\u65b0\u88fd\u54c1\u3084\u6700\u8fd1\u306e\u898f\u7d04\u5909\u66f4\u306b\u3064\u3044\u3066\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u304c\u3001RAG\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u3059\u308c\u3070\u5e38\u306b\u6700\u65b0\u72b6\u614b\u306b\u4fdd\u305f\u308c\u308bFAQ\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u304b\u3089\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u3067\u3082\u5909\u5316\u306b\u8fc5\u901f\u306b\u5bfe\u5fdc\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u5b9f\u73fe\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%86%85%E9%83%A8%E3%83%87%E3%83%BC%E3%82%BF%E3%81%A8%E7%B5%B1%E5%90%88%E3%81%97%E3%81%A6%E5%80%8B%E5%88%A5%E5%AF%BE%E5%BF%9C%E3%82%92%E5%AE%9F%E7%8F%BE\"><\/span><strong>\u5185\u90e8\u30c7\u30fc\u30bf\u3068\u7d71\u5408\u3057\u3066<\/strong>\u500b\u5225\u5bfe\u5fdc\u3092\u5b9f\u73fe<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u306f\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3057\u3066\u9867\u5ba2\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3084\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u6642\u306b\u305d\u306e\u9867\u5ba2\u306e\u8cfc\u5165\u5c65\u6b74\u3092\u691c\u7d22\u3057\u3001LLM\u306b\u4e0e\u3048\u308b\u3053\u3068\u3067\u300c\u524d\u56de\u3054\u8cfc\u5165\u306e\u5546\u54c1\u306b\u95a2\u3059\u308b\u304a\u554f\u3044\u5408\u308f\u305b\u3067\u3059\u306d\u300d\u3068\u3044\u3063\u305f\u500b\u5225\u306e\u6587\u8108\u306b\u5408\u3063\u305f\u5fdc\u5bfe\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u306e\u3088\u3046\u306b\u3001RAG\u306f\u751f\u6210AI\u3092\u52b9\u679c\u7684\u304b\u3064\u5b89\u5168\u306b\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u696d\u52d9\u306b\u5c0e\u5165\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u6280\u8853\u3067\u3042\u308a\u3001\u4f01\u696d\u306e\u9867\u5ba2\u5bfe\u5fdc\u529b\u3092\u5f37\u5316\u3059\u308b\u5f37\u529b\u306a\u652f\u63f4\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%83%B3%E3%82%BF%E3%82%AF%E3%83%88%E3%82%BB%E3%83%B3%E3%82%BF%E3%83%BC%E3%81%A7%E3%81%AERAG%E3%81%AE%E6%A7%8B%E7%AF%89%E6%89%8B%E9%A0%86\"><\/span>\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u3067\u306eRAG\u306e\u69cb\u7bc9\u624b\u9806<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u306b\u304a\u3051\u308b\u4e00\u822c\u7684\u306aRAG\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u624b\u9806\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%8F%82%E7%85%A7%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%8F%8E%E9%9B%86%E3%81%A8%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E3%81%AE%E6%A7%8B%E7%AF%89\"><\/span>\u53c2\u7167\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u69cb\u7bc9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u307e\u305a\u56de\u7b54\u306e\u5143\u3068\u306a\u308b\u30ca\u30ec\u30c3\u30b8\u30c7\u30fc\u30bf\u3092\u6d17\u3044\u51fa\u3057\u307e\u3059\u3002FAQ\u96c6\u3001\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u30ed\u30b0\u3001\u793e\u5185Wiki\u306a\u3069\u304c\u8a72\u5f53\u3057\u307e\u3059\u3002\u524d\u63d0\u3068\u3057\u3066\u3053\u308c\u3089\u306e\u30ca\u30ec\u30c3\u30b8\u306f\u6700\u65b0\u60c5\u5831\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001\u305d\u308c\u3089\u3092\u683c\u7d0d\u3059\u308b\u691c\u7d22\u7528\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u9078\u5b9a\u3057\u3001\u69cb\u7bc9\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u3059\u3067\u306b\u3001\u30ca\u30ec\u30c3\u30b8\u30b7\u30b9\u30c6\u30e0\u304c\u5c0e\u5165\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u305d\u308c\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%89%8D%E5%87%A6%E7%90%86%E3%81%A8%E3%83%99%E3%82%AF%E3%83%88%E3%83%AB%E5%8C%96\"><\/span>\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u3068\u30d9\u30af\u30c8\u30eb\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6b21\u306b\u3001\u53ce\u96c6\u3057\u305f\u6587\u66f8\u30c7\u30fc\u30bf\u3092\u305d\u306e\u307e\u307e\u3067\u306f\u6271\u3048\u306a\u3044\u305f\u3081\u3001\u691c\u7d22\u3057\u3084\u3059\u3044\u5f62\u5f0f\u306b\u52a0\u5de5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u9577\u3044\u6587\u66f8\u3092\u77ed\u3044\u6bb5\u843d\u3084\u6587\u306e\u307e\u3068\u307e\u308a\u306b\u3059\u308b\u306a\u3069\u3001\u4e00\u5b9a\u306e\u9577\u3055\u3067\u5206\u5272\uff08\u30c1\u30e3\u30f3\u30af\u5316\uff09\u3057\u307e\u3059\u3002\u5206\u5272\u3057\u305f\u5404\u30c1\u30e3\u30f3\u30af\u306e\u5185\u5bb9\u3092\u300c\u30d9\u30af\u30c8\u30eb\u57cb\u3081\u8fbc\u307f\u300d\u3068\u3044\u3046\u6570\u5024\u306e\u7f85\u5217\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u6587\u7ae0\u306e\u610f\u5473\u3092\u6570\u767e\u500b\u306e\u6570\u5b57\u3067\u8868\u73fe\u3059\u308b\u3082\u306e\u3067\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u6587\u7ae0\u306e\u985e\u4f3c\u6027\u3092\u8a08\u7b97\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u8cea\u554f\u3057\u305f\u3068\u304d\u306b\u3001\u8cea\u554f\u306e\u610f\u5473\u306b\u6700\u3082\u8fd1\u3044\u30c1\u30e3\u30f3\u30af\u3092\u3059\u3070\u3084\u304f\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u300c\u8fd4\u54c1\u306e\u65b9\u6cd5\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u8fd4\u54c1\u306b\u95a2\u3059\u308b\u60c5\u5831\u304c\u542b\u307e\u308c\u305f\u30c1\u30e3\u30f3\u30af\u3092\u6b63\u78ba\u306b\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A4%9C%E7%B4%A2%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0%E6%A7%8B%E7%AF%89\"><\/span>\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u308b\u6642\u306b\u306f\u3001\u307e\u305a\u4e8c\u3064\u306e\u691c\u7d22\u65b9\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002\u610f\u5473\u3092\u7406\u89e3\u3059\u308b\u691c\u7d22\uff08\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\uff09\u3068\u5358\u8a9e\u305d\u306e\u3082\u306e\u3092\u63a2\u3059\u691c\u7d22\uff08\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\uff09\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u610f\u5473\u3092\u7406\u89e3\u3059\u308b\u691c\u7d22\u306f\u300c\u8fd4\u54c1\u3057\u305f\u3044\u300d\u3068\u300c\u5546\u54c1\u3092\u623b\u3057\u305f\u3044\u300d\u304c\u540c\u3058\u3053\u3068\u3060\u3068\u5206\u304b\u308a\u307e\u3059\u304c\u3001\u5358\u8a9e\u305d\u306e\u3082\u306e\u3092\u63a2\u3059\u691c\u7d22\u306f\u6b63\u78ba\u306a\u8a00\u8449\u304c\u51fa\u3066\u304d\u305f\u3068\u304d\u306b\u5f37\u307f\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u4e21\u65b9\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u3088\u308a\u826f\u3044\u691c\u7d22\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001\u691c\u7d22\u7d50\u679c\u306e\u9806\u756a\u3092\u6c7a\u3081\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u300c\u3053\u306e\u56de\u7b54\u306f\u3069\u308c\u304f\u3089\u3044\u8cea\u554f\u306b\u95a2\u4fc2\u304c\u3042\u308b\u304b\u300d\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002\u8cea\u554f\u306e\u610f\u5473\u3068\u306e\u8fd1\u3055\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u3069\u308c\u3060\u3051\u542b\u307e\u308c\u3066\u3044\u308b\u304b\u3001\u60c5\u5831\u306e\u65b0\u3057\u3055\u306a\u3069\u3092\u8003\u616e\u3057\u3066\u3001\u6700\u3082\u5f79\u7acb\u3061\u305d\u3046\u306a\u60c5\u5831\u3092\u4e00\u756a\u4e0a\u306b\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u8cea\u554f\u3082\u6574\u3048\u307e\u3059\u3002\u300c\u30d1\u30bd\u30b3\u30f3\u300d\u3068\u300cPC\u300d\u306e\u3088\u3046\u306a\u8a00\u8449\u306e\u9055\u3044\u3092\u7d71\u4e00\u3057\u305f\u308a\u3001\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u8a00\u8449\u3092\u8ffd\u52a0\u3057\u305f\u308a\u3001\u66d6\u6627\u306a\u8cea\u554f\u3092\u3088\u308a\u660e\u78ba\u306b\u3057\u305f\u308a\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u4f55\u3092\u77e5\u308a\u305f\u3044\u306e\u304b\u3092\u30b7\u30b9\u30c6\u30e0\u304c\u3088\u308a\u6b63\u78ba\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%94%9F%E6%88%90%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0%E6%A7%8B%E7%AF%89\"><\/span>\u751f\u6210\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u751f\u6210\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306b\u306f\u3001\u307e\u305a\u691c\u7d22\u3067\u898b\u3064\u3051\u305f\u60c5\u5831\u3092\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306b\u4f1d\u3048\u308b\u65b9\u6cd5\u3092\u5de5\u592b\u3057\u307e\u3059\u3002\u3053\u308c\u304c\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u3067\u3059\u3002\u4f8b\u3048\u3070\u300c\u4ee5\u4e0b\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u6307\u793a\u3068\u691c\u7d22\u7d50\u679c\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u3055\u3089\u306b\u300c\u7c21\u6f54\u306b\u8aac\u660e\u3059\u308b\u300d\u300c\u5c02\u9580\u7528\u8a9e\u3092\u907f\u3051\u308b\u300d\u306a\u3069\u306e\u7d30\u304b\u3044\u6307\u793a\u3092\u52a0\u3048\u307e\u3059\u3002\u3053\u3046\u3059\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u7d50\u679c\u3092\u9069\u5207\u306b\u6d3b\u7528\u3057\u305f\u56de\u7b54\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u8fd4\u3063\u3066\u304f\u308b\u56de\u7b54\u306e\u5f62\u5f0f\u3092\u7d71\u4e00\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u6700\u521d\u306b\u7d50\u8ad6\u3092\u8ff0\u3079\u3066\u304b\u3089\u8a73\u7d30\u3092\u8aac\u660e\u3059\u308b\u3001\u53c2\u8003\u60c5\u5831\u306e\u51fa\u5178\u3092\u5fc5\u305a\u793a\u3059\u3001\u5c02\u9580\u7528\u8a9e\u306b\u306f\u8aac\u660e\u3092\u4ed8\u3051\u308b\u306a\u3069\u3001\u4e00\u5b9a\u306e\u30eb\u30fc\u30eb\u3092\u8a2d\u3051\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u56de\u7b54\u306e\u69cb\u9020\u3092\u4e88\u6e2c\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u3059\u3050\u306b\u898b\u3064\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u5f8c\u306b\u3001\u3069\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u304b\u3092\u6c7a\u3081\u3001\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002\u7528\u9014\u3084\u4e88\u7b97\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306a\u3069\u3092\u8003\u616e\u3057\u3066\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u3073\u3001API\u3092\u901a\u3058\u3066\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3055\u305b\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8981\u7d20\u304c\u3046\u307e\u304f\u6a5f\u80fd\u3059\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u3067\u5f97\u305f\u60c5\u5831\u3092\u3082\u3068\u306b\u3001\u7684\u78ba\u3067\u4e00\u8cab\u6027\u306e\u3042\u308b\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u304c\u5b8c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0%E5%85%A8%E4%BD%93%E3%81%AE%E3%83%86%E3%82%B9%E3%83%88%E3%81%A8%E8%AA%BF%E6%95%B4\"><\/span>\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u30c6\u30b9\u30c8\u3068\u8abf\u6574<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u306e\u54c1\u8cea\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u3001\u307e\u305a\u691c\u7d22\u6a5f\u80fd\u304c\u3069\u308c\u3060\u3051\u6b63\u78ba\u306b\u60c5\u5831\u3092\u898b\u3064\u3051\u3089\u308c\u308b\u304b\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002\u300c\u9069\u5408\u7387\u300d\u306f\u691c\u7d22\u7d50\u679c\u306e\u4e2d\u3067\u5b9f\u969b\u306b\u95a2\u9023\u3042\u308b\u60c5\u5831\u306e\u5272\u5408\u3092\u3001\u300c\u518d\u73fe\u7387\u300d\u306f\u95a2\u9023\u60c5\u5831\u306e\u3046\u3061\u3069\u308c\u3060\u3051\u3092\u898b\u3064\u3051\u3089\u308c\u305f\u304b\u3092\u793a\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u751f\u6210\u3057\u305f\u56de\u7b54\u304c\u6b63\u3057\u3044\u304b\u3069\u3046\u304b\u3092\u30bb\u30f3\u30bf\u30fc\u306e\u54c1\u8cea\u62c5\u5f53\u306a\u3069\u304c\u78ba\u8a8d\u3057\u3001\u8aa4\u3063\u305f\u60c5\u5831\u3084\u66d6\u6627\u306a\u8aac\u660e\u304c\u306a\u3044\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" width=\"590\" height=\"226\" src=\"https:\/\/callcenternavi.jp\/connenavi\/wp-content\/uploads\/sites\/2\/2025\/04\/di-02.png\" alt=\"\" class=\"wp-image-5440\" style=\"width:590px;height:auto\" srcset=\"https:\/\/callcenternavi.jp\/connenavi\/wp-content\/uploads\/sites\/2\/2025\/04\/di-02.png 590w, https:\/\/callcenternavi.jp\/connenavi\/wp-content\/uploads\/sites\/2\/2025\/04\/di-02-300x115.png 300w\" sizes=\"(max-width: 590px) 100vw, 590px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/atmarkit.itmedia.co.jp\/ait\/articles\/2209\/29\/news048.html\" target=\"_blank\" rel=\"noopener\" title=\"\">\u3010\u51fa\u5178\uff1aIT media\u3011<\/a><\/figcaption><\/figure>\n<\/div>\n\n\n<p>\u6b21\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u52d5\u4f5c\u901f\u5ea6\u3084\u51e6\u7406\u80fd\u529b\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304c\u8cea\u554f\u3057\u3066\u304b\u3089\u56de\u7b54\u304c\u8fd4\u3063\u3066\u304f\u308b\u307e\u3067\u306e\u6642\u9593\uff08\u30ec\u30a4\u30c6\u30f3\u30b7\uff09\u3084\u3001\u540c\u6642\u306b\u3069\u308c\u3060\u3051\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u51e6\u7406\u3067\u304d\u308b\u304b\uff08\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\uff09\u3092\u8abf\u3079\u307e\u3059\u3002\u7279\u306b\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u3067\u306f\u591a\u304f\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u540c\u6642\u306b\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u3053\u306e\u70b9\u306f\u91cd\u8981\u3067\u3059\u3002\u9045\u3059\u304e\u305f\u308a\u51e6\u7406\u80fd\u529b\u304c\u8db3\u308a\u306a\u304b\u3063\u305f\u308a\u3059\u308b\u3068\u3001\u9867\u5ba2\u3092\u5f85\u305f\u305b\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u8a55\u4fa1\u3092\u901a\u3058\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5f31\u70b9\u3084\u6539\u5584\u70b9\u3092\u7279\u5b9a\u3057\u3001\u672c\u683c\u7684\u306b\u5c0e\u5165\u3059\u308b\u524d\u306b\u5fc5\u8981\u306a\u8abf\u6574\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u6027\u80fd\u3060\u3051\u3067\u306a\u304f\u3001\u5b9f\u969b\u306e\u5229\u7528\u8005\u306b\u3068\u3063\u3066\u5f79\u7acb\u3064\u30b7\u30b9\u30c6\u30e0\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%81%8B%E7%94%A8%E3%81%A8%E7%B6%99%E7%B6%9A%E6%94%B9%E5%96%84\"><\/span><strong>\u904b\u7528\u3068\u7d99\u7d9a\u6539\u5584<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u3092\u9577\u671f\u9593\u306b\u308f\u305f\u3063\u3066\u52b9\u679c\u7684\u306b\u904b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u307e\u305a\u60c5\u5831\u306e\u9bae\u5ea6\u3092\u4fdd\u3064\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002\u88fd\u54c1\u60c5\u5831\u3084\u30b5\u30fc\u30d3\u30b9\u5185\u5bb9\u306f\u5e38\u306b\u5909\u5316\u3059\u308b\u305f\u3081\u3001\u5b9a\u671f\u7684\u306b\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u66f4\u65b0\u3059\u308b\u624b\u9806\u3092\u78ba\u7acb\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6bce\u6708\u306e\u5b9a\u4f8b\u4f5c\u696d\u3068\u3057\u3066\u65b0\u3057\u3044\u60c5\u5831\u3092\u8ffd\u52a0\u3057\u305f\u308a\u3001\u53e4\u304f\u306a\u3063\u305f\u60c5\u5831\u3092\u4fee\u6b63\u3057\u305f\u308a\u3059\u308b\u62c5\u5f53\u8005\u3084\u624b\u9806\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u66f4\u65b0\u3055\u308c\u305f\u60c5\u5831\u3092\u81ea\u52d5\u7684\u306b\u53d6\u308a\u8fbc\u3080\u4ed5\u7d44\u307f\u3092\u4f5c\u308c\u3070\u3001\u4eba\u306e\u624b\u9593\u3092\u6e1b\u3089\u3059\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u3053\u3046\u3057\u3066\u5e38\u306b\u6700\u65b0\u306e\u6b63\u78ba\u306a\u60c5\u5831\u3092\u3082\u3068\u306b\u56de\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5909\u66f4\u5c65\u6b74\u3092\u7ba1\u7406\u3059\u308b\u4f53\u5236\u3092\u6574\u3048\u307e\u3059\u3002AI\u30e2\u30c7\u30eb\u3084\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u6539\u826f\u3059\u308b\u305f\u3073\u306b\u3001\u3069\u3093\u306a\u5909\u66f4\u3092\u3057\u305f\u306e\u304b\u3001\u306a\u305c\u305d\u306e\u5909\u66f4\u304c\u5fc5\u8981\u3060\u3063\u305f\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u52b9\u679c\u304c\u3042\u3063\u305f\u306e\u304b\u3092\u8a18\u9332\u3057\u307e\u3059\u3002\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u4ee5\u524d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u623b\u305b\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002\u3053\u3046\u3057\u305f\u7ba1\u7406\u304c\u3042\u308c\u3070\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u9032\u5316\u306e\u904e\u7a0b\u3092\u8ffd\u8de1\u3067\u304d\u3001\u30c8\u30e9\u30d6\u30eb\u767a\u751f\u6642\u306b\u3082\u539f\u56e0\u7279\u5b9a\u3084\u5fa9\u65e7\u304c\u8fc5\u901f\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u5f8c\u306b\u3001\u60c5\u5831\u306e\u5b89\u5168\u3092\u5b88\u308b\u5bfe\u7b56\u3092\u8b1b\u3058\u307e\u3059\u3002\u9867\u5ba2\u3068\u306e\u4f1a\u8a71\u306b\u306f\u500b\u4eba\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u9069\u5207\u306a\u4fdd\u8b77\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u6697\u53f7\u5316\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u8a2d\u5b9a\u3001\u5b9a\u671f\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u67fb\u306a\u3069\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u5229\u7528\u30ed\u30b0\u3092\u8a18\u9332\u3057\u3066\u4e0d\u5be9\u306a\u30a2\u30af\u30bb\u30b9\u304c\u306a\u3044\u304b\u76e3\u8996\u3057\u305f\u308a\u3001AI\u304c\u53d6\u308a\u6271\u3063\u3066\u306f\u3044\u3051\u306a\u3044\u60c5\u5831\u306e\u7a2e\u985e\u3092\u660e\u78ba\u306b\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u5927\u5207\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u9867\u5ba2\u306e\u4fe1\u983c\u3092\u4fdd\u3061\u306a\u304c\u3089\u30b7\u30b9\u30c6\u30e0\u3092\u904b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>RAG\u69cb\u7bc9\u306f\u3053\u306e\u3088\u3046\u306b\u3001\u5f93\u6765\u306eAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u5fc5\u8981\u3068\u3055\u308c\u3066\u304d\u305f\u30d7\u30ed\u30bb\u30b9\u306b\u8fd1\u3044\u5bfe\u5fdc\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u6700\u8fd1\u3067\u306f\u3001\u81ea\u793e\u3067\u4e00\u304b\u3089\u958b\u767a\u3057\u306a\u304f\u3066\u3082\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u6a5f\u80fd\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u6bd4\u8f03\u7684\u77ed\u671f\u9593\uff08\u6570\u30f6\u6708\u7a0b\u5ea6\uff09\u3067\u306e\u5c0e\u5165\u3082\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"RAG%E6%A7%8B%E7%AF%89%E3%81%AE%E8%AA%B2%E9%A1%8C%E3%83%BB%E6%B3%A8%E6%84%8F%E7%82%B9\"><\/span>RAG\u69cb\u7bc9\u306e\u8ab2\u984c\u30fb\u6ce8\u610f\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG\u3092\u5c0e\u5165\u30fb\u69cb\u7bc9\u3059\u308b\u969b\u306b\u306f\u3001\u305d\u306e\u904b\u7528\u4e0a\u306e\u8ab2\u984c\u3084\u6ce8\u610f\u70b9\u306b\u3064\u3044\u3066\u3082\u628a\u63e1\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u4e3b\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%9F%A5%E8%AD%98%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E7%B2%BE%E6%9F%BB%E3%81%A8%E7%AE%A1%E7%90%86\"><\/span>\u77e5\u8b58\u30c7\u30fc\u30bf\u306e\u7cbe\u67fb\u3068\u7ba1\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u306e\u51fa\u529b\u54c1\u8cea\u306f\u7d44\u307f\u8fbc\u3080\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306e\u8cea\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u307e\u3059\u3002\u53e4\u3044\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u8aa4\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u308c\u3070\u8aa4\u3063\u305f\u56de\u7b54\u306e\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u5c0e\u5165\u6642\u306b\u306f\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u68da\u5378\u3057\u3068\u7cbe\u67fb\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u904b\u7528\u4e2d\u3082\u5b9a\u671f\u7684\u306a\u60c5\u5831\u66f4\u65b0\u304c\u4e0d\u53ef\u6b20\u3067\u3001\u554f\u3044\u5408\u308f\u305b\u983b\u5ea6\u306e\u9ad8\u3044\u8cea\u554f\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u5145\u5b9f\u3055\u305b\u308b\u306a\u3069\u30ca\u30ec\u30c3\u30b8\u7ba1\u7406\u306e\u4f53\u5236\u6574\u5099\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A4%9C%E7%B4%A2%E7%B2%BE%E5%BA%A6%E3%81%A8%E5%BF%9C%E7%AD%94%E5%93%81%E8%B3%AA%E3%81%AE%E3%83%81%E3%83%A5%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0\"><\/span><strong>\u691c\u7d22\u7cbe\u5ea6\u3068\u5fdc\u7b54\u54c1\u8cea\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3092\u7528\u3044\u308bRAG\u3067\u306f\u3001\u9069\u5207\u306a\u6587\u66f8\u304c\u691c\u7d22\u3055\u308c\u308b\u3088\u3046\u306b\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u610f\u56f3\u3057\u305f\u56de\u7b54\u306b\u306a\u3089\u306a\u3044\u5834\u5408\u3001\u95a2\u9023\u3059\u308b\u6587\u66f8\u304c\u62fe\u3048\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001LLM\u3078\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3082\u5fdc\u7b54\u54c1\u8cea\u306b\u5f71\u97ff\u3057\u307e\u3059\u3002\u300c\u3053\u306e\u60c5\u5831\u306b\u57fa\u3065\u304d\u7c21\u6f54\u306b\u7b54\u3048\u3066\u300d\u306a\u3069\u6307\u793a\u3092\u5de5\u592b\u3057\u306a\u3044\u3068\u3001\u4f59\u8a08\u306a\u5275\u4f5c\u3092\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u958b\u767a\u30fb\u691c\u8a3c\u6bb5\u968e\u3067\u306e\u7dbf\u5bc6\u306a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u3001\u30ea\u30ea\u30fc\u30b9\u5f8c\u306e\u6539\u5584\u306b\u3088\u3063\u3066\u6700\u9069\u5316\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"UX%E3%82%92%E5%AE%9F%E7%8F%BE%E3%81%99%E3%82%8B%E3%81%9F%E3%82%81%E3%81%AE%E6%80%A7%E8%83%BD\"><\/span>UX\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u6027\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7279\u306b\u9867\u5ba2\u3068\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u3084\u308a\u3068\u308a\u306b\u3001RAG\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f<strong>\u5fdc\u7b54\u901f\u5ea6<\/strong>\u3082\u91cd\u8981\u3067\u3001\u691c\u7d22\uff0b\u751f\u6210\u306e\u51e6\u7406\u304c\u9045\u3059\u304e\u308b\u3068\u30e6\u30fc\u30b6\u30fc\u6e80\u8db3\u5ea6\u3092\u4e0b\u3052\u3066\u3057\u307e\u3044\u307e\u3059\u200b\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u901f\u306a\u30d9\u30af\u30c8\u30ebDB\u306e\u63a1\u7528\u3084\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u6642\u9593\u3092\u6291\u3048\u308b\u5de5\u592b\uff08\u4f8b\u3048\u3070\u691c\u7d22\u7d50\u679c\u3092\u5fc5\u8981\u6700\u5c0f\u9650\u306b\u7d5e\u308b\u3001LLM\u306e\u51fa\u529b\u9577\u3092\u5236\u9650\u3059\u308b\u7b49\uff09\u306a\u3069\u3001\u5b9f\u904b\u7528\u3067\u30b9\u30c8\u30ec\u30b9\u306e\u306a\u3044\u5fdc\u7b54\u901f\u5ea6\u3092\u51fa\u3059\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%BB%E3%82%AD%E3%83%A5%E3%83%AA%E3%83%86%E3%82%A3%E3%81%A8%E3%83%97%E3%83%A9%E3%82%A4%E3%83%90%E3%82%B7%E3%83%BC\"><\/span>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u3067\u306f\u793e\u5185\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3084\u500b\u4eba\u60c5\u5831\u304cLLM\u306e\u5165\u529b\u3084\u51fa\u529b\u306b\u542b\u307e\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u30c7\u30fc\u30bf\u53d6\u308a\u6271\u3044\u306b\u306f\u7d30\u5fc3\u306e\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9\u306eLLM\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u76f4\u63a5\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3057\u306a\u3044\u3088\u3046\u306a\u5bfe\u7b56\u3082\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001RAG\u3092\u901a\u3058\u3066LLM\u304c\u793e\u5185\u306e\u79d8\u5bc6\u60c5\u5831\u3092\u751f\u6210\u51fa\u529b\u3057\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\uff08\u4f8b\u3048\u3070\u672a\u516c\u8868\u306e\u88fd\u54c1\u60c5\u5831\u3092\u56de\u7b54\u3057\u3066\u3057\u307e\u3046\u7b49\uff09\u3082\u30bc\u30ed\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u51fa\u529b\u5236\u9650\u3092\u304b\u3051\u308b\u3001\u793e\u5185\u6a5f\u5bc6\u30c7\u30fc\u30bf\u306f\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306b\u542b\u3081\u306a\u3044\u306a\u3069\u306e\u5bfe\u7b56\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%83%B3%E3%82%BF%E3%82%AF%E3%83%88%E3%82%BB%E3%83%B3%E3%82%BF%E3%83%BC%E3%81%AB%E3%81%8A%E3%81%91%E3%82%8BRAG%E6%B4%BB%E7%94%A8%E3%81%AE%E6%88%90%E5%8A%9F%E4%BA%8B%E4%BE%8B\"><\/span>\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u306b\u304a\u3051\u308bRAG\u6d3b\u7528\u306e\u6210\u529f\u4e8b\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6700\u5f8c\u306b\u3001\u5b9f\u969b\u306b\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u696d\u52d9\u3067RAG\u3084\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u3044\u308b\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u56fd\u5185\u306e\u5148\u884c\u4e8b\u4f8b\u3092\u4e2d\u5fc3\u306b\u3001\u52b9\u679c\u3084\u53d6\u308a\u7d44\u307f\u5185\u5bb9\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E4%BA%95%E4%BD%8F%E5%8F%8B%E3%82%AB%E3%83%BC%E3%83%89\"><\/span>\u4e09\u4e95\u4f4f\u53cb\u30ab\u30fc\u30c9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"600\" height=\"337\" src=\"https:\/\/callcenternavi.jp\/connenavi\/wp-content\/uploads\/sites\/2\/2025\/04\/img_08bd1fcc90596ecabc52564d9509ac38247196.jpg\" alt=\"\" class=\"wp-image-5441\" srcset=\"https:\/\/callcenternavi.jp\/connenavi\/wp-content\/uploads\/sites\/2\/2025\/04\/img_08bd1fcc90596ecabc52564d9509ac38247196.jpg 600w, https:\/\/callcenternavi.jp\/connenavi\/wp-content\/uploads\/sites\/2\/2025\/04\/img_08bd1fcc90596ecabc52564d9509ac38247196-300x169.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/it.impress.co.jp\/articles\/-\/26535#:~:text=Image\" target=\"_blank\" rel=\"noopener\" title=\"\">\u3010\u51fa\u5178\uff1aIT Leaders\u3011<\/a><\/figcaption><\/figure>\n<\/div>\n\n\n<p>\u4e09\u4e95\u4f4f\u53cb\u30ab\u30fc\u30c9\u306f\u3001\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u306b\u304a\u3044\u3066\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u56de\u7b54\u8349\u6848\u3092\u81ea\u52d5\u751f\u6210\u3059\u308bAI\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u30012024\u5e746\u6708\u672b\u304b\u3089\u30e1\u30fc\u30eb\u56de\u7b54\u696d\u52d9\u3067\u306e\u672c\u756a\u904b\u7528\u3092\u958b\u59cb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306fELYZA\u306e\u652f\u63f4\u306e\u3082\u3068\u3001RAG\u69cb\u6210\u3092\u63a1\u7528\u3057\u3066\u793e\u5185\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u56de\u7b54\u8349\u6848\u3092\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u6708\u9593\u7d0450\u4e07\u4ef6\u3092\u8d85\u3048\u308b\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001\u5bfe\u5fdc\u54c1\u8cea\u3068\u5bfe\u5fdc\u53ef\u80fd\u4ef6\u6570\u306e\u5411\u4e0a\u304c\u6025\u52d9\u3068\u306a\u3063\u3066\u3044\u305f\u3053\u3068\u304b\u3089\u5c0e\u5165\u306b\u81f3\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>2024\u5e74\u5185\u306b\u306f\u30c1\u30e3\u30c3\u30c8\u5bfe\u5fdc\u306b\u3082\u9069\u7528\u4e88\u5b9a\u3067\u3001\u6700\u7d42\u7684\u306b\u306f\u9867\u5ba2\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u6642\u9593\u3092\u6700\u592760\uff05\u7a0b\u5ea6\u77ed\u7e2e\u3059\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"DoorDash%EF%BC%88%E7%B1%B3%E5%9B%BD%E3%81%AE%E4%BA%8B%E4%BE%8B%EF%BC%89\"><\/span>DoorDash\uff08\u7c73\u56fd\u306e\u4e8b\u4f8b\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/callcenternavi.jp\/connenavi\/wp-content\/uploads\/sites\/2\/2025\/04\/DD-Case-Study-Figure-1_-Full-Architecture.c069eaa93484795e89c11f04e26a3d1cd746e447.png\" alt=\"\" class=\"wp-image-5442\" srcset=\"https:\/\/callcenternavi.jp\/connenavi\/wp-content\/uploads\/sites\/2\/2025\/04\/DD-Case-Study-Figure-1_-Full-Architecture.c069eaa93484795e89c11f04e26a3d1cd746e447.png 960w, https:\/\/callcenternavi.jp\/connenavi\/wp-content\/uploads\/sites\/2\/2025\/04\/DD-Case-Study-Figure-1_-Full-Architecture.c069eaa93484795e89c11f04e26a3d1cd746e447-300x169.png 300w, https:\/\/callcenternavi.jp\/connenavi\/wp-content\/uploads\/sites\/2\/2025\/04\/DD-Case-Study-Figure-1_-Full-Architecture.c069eaa93484795e89c11f04e26a3d1cd746e447-768x432.png 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/aws.amazon.com\/jp\/solutions\/case-studies\/doordash-bedrock-case-study\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u3010\u51fa\u5178\uff1aAWS \u4e8b\u4f8b\u30da\u30fc\u30b8\u3011<\/a><\/figcaption><\/figure>\n<\/div>\n\n\n<p>DoorDash\u306f\u6bce\u65e5\u3001\u6d88\u8cbb\u8005\u3001\u8ca9\u58f2\u8005\u3001\u304a\u3088\u3073\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u901a\u3058\u3066\u914d\u9001\u3059\u308b\u72ec\u7acb\u8acb\u8ca0\u696d\u8005\u3067\u3042\u308b Dasher \u304b\u3089\u3001\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u3092\u901a\u3058\u3066\u6570\u5341\u4e07\u4ef6\u306e\u30b5\u30dd\u30fc\u30c8\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002Dasher \u30c9\u30e9\u30a4\u30d0\u30fc\u306f\u3001\u8eca\u3092\u904b\u8ee2\u3057\u3066\u8ca9\u58f2\u8005\u3084\u6d88\u8cbb\u8005\u3092\u8a2a\u554f\u3059\u308b\u305f\u3081\u3001\u554f\u3044\u5408\u308f\u305b\u308b\u5834\u5408\u306b\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u3059\u308b\u3088\u308a\u3082\u3001\u30b5\u30dd\u30fc\u30c8\u306b\u96fb\u8a71\u3059\u308b\u3053\u3068\u3092\u597d\u3080\u50be\u5411\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u540c\u793e\u3067\u306f\u52b9\u7387\u5316\u306e\u305f\u3081\u306b\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305f\u30bb\u30eb\u30d5\u30b5\u30fc\u30d3\u30b9\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u3001AWS\u306e\u751f\u6210AI\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u30bb\u30f3\u30bf\u30fc\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u9023\u643a\u3057\u3001\u308f\u305a\u304b2\u30f6\u6708\u3067\u97f3\u58f0\u64cd\u4f5c\u53ef\u80fd\u306a\u751f\u6210AI\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u3066\u3044\u307e\u3059\u3002\u691c\u7d22\u62e1\u5f35\u751f\u6210(RAG)\u3092\u6d3b\u7528\u3057\u3066\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u62e1\u5145\u3057\u3001\u5fdc\u7b54\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u30922.5\u79d2\u4ee5\u4e0b\u306b\u6291\u3048\u3001Dasher\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u306a\u56de\u7b54\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u7d50\u679c\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u8ee2\u9001\u304c\u6e1b\u5c11\u3057\u3001\u521d\u56de\u89e3\u6c7a\u7387\u304c\u5411\u4e0a\u3057\u3066\u904b\u7528\u30b3\u30b9\u30c8\u3082\u524a\u6e1b\u3055\u308c\u307e\u3057\u305f\u3002\u73fe\u5728\u306f\u3055\u3089\u306b\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u3001\u8cea\u7591\u5fdc\u7b54\u3060\u3051\u3067\u306a\u304f\u30e6\u30fc\u30b6\u30fc\u306b\u4ee3\u308f\u3063\u3066\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u62e1\u5f35\u3092\u9032\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span 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