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class=\"keiko_red\">\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u691c\u7d22\u52b9\u7387\u3084\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u8cea\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d<\/span><\/strong>\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u6271\u3048\u308bUI\u304c\u6574\u3063\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u3082\u591a\u304f\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u5bfe\u5fdc\u9818\u57df\u3084\u5c0e\u5165\u652f\u63f4\u306e\u6709\u7121\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u306a\u3069\u306e\u6bd4\u8f03\u30dd\u30a4\u30f3\u30c8\u3092\u8e0f\u307e\u3048\u3066\u3001\u4ee3\u8868\u7684\u306aRAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u309214\u30b5\u30fc\u30d3\u30b9\u306b\u53b3\u9078\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><a href=\"#legalontech\">CorporateOn\uff08\u682a\u5f0f\u4f1a\u793eLegalOn Technologies\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#aismiley\">OfficeBot\uff08\u30cd\u30aa\u30b9\u682a\u5f0f\u4f1a\u793e\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#pkshatech\">PKSHA AI \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\uff08\u682a\u5f0f\u4f1a\u793ePKSHA Technology\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#japan-ai\">JAPAN AI CHAT\uff08JAPAN AI\u682a\u5f0f\u4f1a\u793e\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#classmethod\">RAGOps\uff08\u682a\u5f0f\u4f1a\u793e\u30a8\u30af\u30b5\u30a6\u30a3\u30b6\u30fc\u30ba\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#kuzen\">\u30af\u30a6\u30bc\u30f3\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\uff08\u682a\u5f0f\u4f1a\u793e\u30af\u30a6\u30bc\u30f3\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#optim\">OPTiM AIRES\uff08\u682a\u5f0f\u4f1a\u793e\u30aa\u30d7\u30c6\u30a3\u30e0\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#ai-assistant\">\u30a2\u30fc\u30ac\u30a4\u30eb AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\uff08\u30a2\u30fc\u30ac\u30a4\u30eb\u682a\u5f0f\u4f1a\u793e\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#ai-knowledge\">AirCourse AI\u30ca\u30ec\u30c3\u30b8\uff08KIYO\u30e9\u30fc\u30cb\u30f3\u30b0\u682a\u5f0f\u4f1a\u793e\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#ndi-solutions-questella\">Questella\uff08\u30af\u30a8\u30b9\u30c6\u30e9\uff09\uff08NDI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30ba\u682a\u5f0f\u4f1a\u793e\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#newtonx\">NewtonX\uff08\u682a\u5f0f\u4f1a\u793e\u30bb\u30e9\u30af\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#exawizards\">exaBase \u751f\u6210AI\uff08\u682a\u5f0f\u4f1a\u793eExa Enterprise AI\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#softbank\">TASUKI Annotation\uff08\u30bd\u30d5\u30c8\u30d0\u30f3\u30af\u682a\u5f0f\u4f1a\u793e\uff09<\/a><\/li>\n\n\n\n<li><a href=\"#lyzon\">LYZON\uff08\u682a\u5f0f\u4f1a\u793eLYZON\uff09<\/a><\/li>\n<\/ol>\n\n\n\n<p>\u696d\u754c\u30fb\u76ee\u7684\u5225\u306b\u81ea\u793e\u306b\u5408\u3063\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u898b\u6975\u3081\u308b\u53c2\u8003\u306b\u3057\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"legalontech\"><span class=\"ez-toc-section\" id=\"CorporateOn%EF%BC%88%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BELegalOn_Technologies%EF%BC%89\"><\/span>CorporateOn\uff08\u682a\u5f0f\u4f1a\u793eLegalOn Technologies\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/5e20a0dd83fbf9410476af11fec59807.png\" alt=\"CorporateOn\uff08\u682a\u5f0f\u4f1a\u793eLegalOn Technologies\uff09\" class=\"wp-image-23779\" style=\"width:650px\"><\/figure>\n\n\n\n<p>CorporateOn\u306f\u3001\u5951\u7d04\u66f8\u3084\u793e\u5185\u898f\u7a0b\u306a\u3069\u306e\u6cd5\u52d9\u6587\u66f8\u3092\u4e2d\u5fc3\u3068\u3057\u305fRAG\uff08Retrieval-Augmented Generation\uff09\u69cb\u7bc9\u306b\u5f37\u307f\u3092\u6301\u3064\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3042\u3089\u304b\u3058\u3081\u7d44\u307f\u8fbc\u307e\u308c\u305f\u5c02\u9580\u30ca\u30ec\u30c3\u30b8\u3068\u793e\u5185\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u9ad8\u7cbe\u5ea6\u306a\u521d\u671f\u56de\u7b54\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u70b9\u304c\u7279\u9577\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6cd5\u52d9\u90e8\u9580\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u306b\u304a\u3051\u308b\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u306e\u52b9\u7387\u5316\u3092\u91cd\u8996\u3057\u305f\u8a2d\u8a08\u3067\u3001\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u306b\u3082\u914d\u616e\u3055\u308c\u305f\u30bb\u30ad\u30e5\u30a2\u306a\u74b0\u5883\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5c0e\u5165\u5f8c\u3059\u3050\u306b\u4f7f\u3048\u308bUI\u3068\u3001\u5b9f\u52d9\u306b\u76f4\u7d50\u3057\u305f\u56de\u7b54\u54c1\u8cea\u306e\u9ad8\u3055\u306b\u3088\u308a\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u62c5\u5f53\u8005\u3067\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u904b\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6cd5\u52d9\u30fb\u898f\u7a0b\u7ba1\u7406\u696d\u52d9\u3092\u52b9\u7387\u5316\u3057\u305f\u3044\u4f01\u696d\u306b\u3068\u3063\u3066\u6709\u529b\u306a\u9078\u629e\u80a2\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aismiley\"><span class=\"ez-toc-section\" id=\"OfficeBot%EF%BC%88%E3%83%8D%E3%82%AA%E3%82%B9%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BE%EF%BC%89\"><\/span>OfficeBot\uff08\u30cd\u30aa\u30b9\u682a\u5f0f\u4f1a\u793e\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"521\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/d6326bc01261b2be81d6593c9fcb27c0-1024x521.png\" alt=\"OfficeBot\uff08\u30cd\u30aa\u30b9\u682a\u5f0f\u4f1a\u793e\uff09\" class=\"wp-image-23780\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/d6326bc01261b2be81d6593c9fcb27c0-1024x521.png 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/d6326bc01261b2be81d6593c9fcb27c0-300x153.png 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/d6326bc01261b2be81d6593c9fcb27c0-150x76.png 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/d6326bc01261b2be81d6593c9fcb27c0-768x390.png 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/d6326bc01261b2be81d6593c9fcb27c0-1536x781.png 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/d6326bc01261b2be81d6593c9fcb27c0-2048x1041.png 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/d6326bc01261b2be81d6593c9fcb27c0-940x478.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>OfficeBot\u306f\u3001\u793e\u5185\u5916\u306e\u591a\u69d8\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u9ad8\u901f\u30fb\u9ad8\u7cbe\u5ea6\u3067\u691c\u7d22\u30fb\u6d3b\u7528\u3067\u304d\u308bRAG\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u753b\u50cf\u8a8d\u8b58\u6280\u8853\u3092\u5099\u3048\u3001\u56f3\u9762\u3084\u8cc7\u6599\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u3044\u3063\u305f\u8996\u899a\u60c5\u5831\u306b\u3082\u5bfe\u5fdc\u53ef\u80fd\u306a\u70b9\u304c\u5927\u304d\u306a\u7279\u9577\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5c0e\u5165\u76f4\u5f8c\u304b\u308990\uff05\u3092\u8d85\u3048\u308b\u56de\u7b54\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3057\u3066\u304a\u308a\u3001\u7279\u306b\u88fd\u9020\u696d\u3084\u5efa\u8a2d\u696d\u306a\u3069\u3001\u60c5\u5831\u91cf\u304c\u591a\u304f\u8907\u96d1\u306a\u696d\u52d9\u3092\u62b1\u3048\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>UI\u306f\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u307f\u3084\u3059\u304f\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u76f4\u611f\u7684\u306b\u5229\u7528\u3067\u304d\u308b\u70b9\u3082\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5e45\u5e83\u3044\u90e8\u7f72\u304b\u3089\u306e\u554f\u5408\u305b\u5bfe\u5fdc\u3092\u52b9\u7387\u5316\u3057\u305f\u3044\u4f01\u696d\u3084\u3001\u7d19\u5a92\u4f53\u306e\u30ca\u30ec\u30c3\u30b8\u3092\u30c7\u30b8\u30bf\u30eb\u5316\u3057\u305f\u3044\u4f01\u696d\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"pkshatech\"><span class=\"ez-toc-section\" id=\"PKSHA_AI_%E3%83%98%E3%83%AB%E3%83%97%E3%83%87%E3%82%B9%E3%82%AF%EF%BC%88%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BEPKSHA_Technology%EF%BC%89\"><\/span>PKSHA AI \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\uff08\u682a\u5f0f\u4f1a\u793ePKSHA Technology\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/325fb6a0f9a18244f24ab45e85bbf713.png\" alt=\"PKSHA AI \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\uff08\u682a\u5f0f\u4f1a\u793ePKSHA Technology\uff09\" class=\"wp-image-23781\" style=\"width:650px\"><\/figure>\n\n\n\n<p>PKSHA AI \u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u306f\u3001FAQ\u3084\u793e\u5185\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3092\u52b9\u7387\u5316\u3059\u308b\u30ca\u30ec\u30c3\u30b8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u578b\u306eRAG\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u5927\u306e\u7279\u9577\u306f\u3001FAQ\u304c\u30bc\u30ed\u306e\u72b6\u614b\u304b\u3089\u3067\u3082AI\u304c\u81ea\u52d5\u3067\u30ca\u30ec\u30c3\u30b8\u3092\u751f\u6210\u30fb\u88dc\u5b8c\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3084\u793e\u5185\u6587\u66f8\u3092\u5b66\u7fd2\u3057\u3001\u81ea\u7136\u306a\u5fdc\u7b54\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306b\u304b\u304b\u308b\u4eba\u7684\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u793e\u5185\u5916\u306e\u591a\u69d8\u306a\u90e8\u7f72\u304b\u3089\u5bc4\u305b\u3089\u308c\u308b\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u30b9\u30d4\u30fc\u30c7\u30a3\u304b\u3064\u4e00\u8cab\u6027\u306e\u3042\u308b\u56de\u7b54\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u90e8\u9580\u3084\u60c5\u30b7\u30b9\u90e8\u9580\u306a\u3069\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u904b\u7528\u3057\u306a\u304c\u3089\u30ca\u30ec\u30c3\u30b8\u304c\u84c4\u7a4d\u3055\u308c\u308b\u305f\u3081\u3001\u521d\u671f\u30ea\u30bd\u30fc\u30b9\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u4f01\u696d\u3067\u3082\u5c0e\u5165\u3057\u3084\u3059\u3044\u70b9\u3082\u9b45\u529b\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"japan-ai\"><span class=\"ez-toc-section\" id=\"JAPAN_AI_CHAT%EF%BC%88JAPAN_AI%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BE%EF%BC%89\"><\/span>JAPAN AI CHAT\uff08JAPAN AI\u682a\u5f0f\u4f1a\u793e\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"597\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/aa65ad14c7dc3f5e680bff245cf25e18-1024x597.png\" alt=\"JAPAN AI CHAT\uff08JAPAN AI\u682a\u5f0f\u4f1a\u793e\uff09\" class=\"wp-image-23782\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/aa65ad14c7dc3f5e680bff245cf25e18-1024x597.png 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/aa65ad14c7dc3f5e680bff245cf25e18-300x175.png 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/aa65ad14c7dc3f5e680bff245cf25e18-150x87.png 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/aa65ad14c7dc3f5e680bff245cf25e18-768x448.png 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/aa65ad14c7dc3f5e680bff245cf25e18-1536x896.png 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/aa65ad14c7dc3f5e680bff245cf25e18-2048x1194.png 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/aa65ad14c7dc3f5e680bff245cf25e18-940x548.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>JAPAN AI CHAT\u306f\u3001\u65e5\u672c\u8a9e\u74b0\u5883\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30b5\u30fc\u30d3\u30b9\u3067\u3001RAG\u69cb\u7bc9\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u5fb4\u306f\u3001\u72ec\u81ea\u306e\u65e5\u672c\u8a9e\u7279\u5316LLM\u3092\u6d3b\u7528\u3057\u3066\u304a\u308a\u3001\u6587\u7ae0\u306e\u66d6\u6627\u3055\u3084\u8a00\u3044\u56de\u3057\u306b\u5f37\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u3092\u7684\u78ba\u306b\u7406\u89e3\u3067\u304d\u308b\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u696d\u52d9\u30d5\u30ed\u30fc\u306a\u3069\u3001\u65e5\u672c\u8a9e\u4e2d\u5fc3\u306e\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u6d3b\u304b\u3057\u305f\u691c\u7d22\u30fb\u5fdc\u7b54\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u7279\u306b\u591a\u62e0\u70b9\u3084\u591a\u696d\u7a2e\u3067\u306e\u793e\u5185\u554f\u5408\u305b\u5bfe\u5fdc\u306b\u5f37\u307f\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>UI\u3082\u975e\u5e38\u306b\u30b7\u30f3\u30d7\u30eb\u3067\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u306e\u5c0e\u5165\u652f\u63f4\u3082\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30bd\u30fc\u30b9\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u4f01\u696d\u306b\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u56fd\u7523\u3067\u3042\u308b\u70b9\u304b\u3089\u3001\u30c7\u30fc\u30bf\u4fdd\u8b77\u3084\u6cd5\u4ee4\u9075\u5b88\u306e\u89b3\u70b9\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"classmethod\"><span class=\"ez-toc-section\" id=\"RAGOps%EF%BC%88%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BE%E3%82%A8%E3%82%AF%E3%82%B5%E3%82%A6%E3%82%A3%E3%82%B6%E3%83%BC%E3%82%BA%EF%BC%89\"><\/span>RAGOps\uff08\u682a\u5f0f\u4f1a\u793e\u30a8\u30af\u30b5\u30a6\u30a3\u30b6\u30fc\u30ba\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"399\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/eb6f377e16bb87d697d175357f7e68c0-1024x399.png\" alt=\"RAGOps\uff08\u30af\u30e9\u30b9\u30e1\u30bd\u30c3\u30c9\u682a\u5f0f\u4f1a\u793e\uff09\" class=\"wp-image-23784\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/eb6f377e16bb87d697d175357f7e68c0-1024x399.png 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/eb6f377e16bb87d697d175357f7e68c0-300x117.png 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/eb6f377e16bb87d697d175357f7e68c0-150x59.png 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/eb6f377e16bb87d697d175357f7e68c0-768x300.png 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/eb6f377e16bb87d697d175357f7e68c0-1536x599.png 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/eb6f377e16bb87d697d175357f7e68c0-2048x799.png 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/08\/eb6f377e16bb87d697d175357f7e68c0-940x367.png 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>RAGOps\u306f\u30a8\u30af\u30b5\u30a6\u30a3\u30b6\u30fc\u30ba\u304c\u63d0\u4f9b\u3059\u308bAI\u30a2\u30d7\u30ea\u958b\u767a\u57fa\u76e4\u300cexaBase Studio\u300d\u4e0a\u3067\u52d5\u4f5c\u3059\u308bRAG\u69cb\u6210\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e3b\u306bAWS\uff08\u7279\u306bAmazon Bedrock\uff09\u3068\u9023\u643a\u3057\u305fRAG\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9\u30fb\u904b\u7528\u3092\u652f\u63f4\u3059\u308b\u30b9\u30bf\u30fc\u30bf\u30fc\u30ad\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30a8\u30af\u30b5\u30a6\u30a3\u30b6\u30fc\u30ba\uff0fExa Enterprise AI\u304c\u5927\u4f01\u696d\u5411\u3051\u306eRAG\u69cb\u7bc9\u652f\u63f4\u3067\u84c4\u7a4d\u3057\u305f\u77e5\u898b\u3092\u53cd\u6620\u3057\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3068\u306e\u9023\u643a\u3084\u56de\u7b54\u54c1\u8cea\u306e\u8a55\u4fa1\u30fb\u6539\u5584\u3001\u30c1\u30e3\u30c3\u30c8UI\u307e\u3067\u3092\u4e00\u3064\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5185\u3067\u6271\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\uff08AWS\uff09\u3060\u3051\u3067\u306a\u304f\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067\u306e\u904b\u7528\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306b\u5fdc\u3058\u305f\u69cb\u6210\u3092\u9078\u629e\u3067\u304d\u308b\u70b9\u3082\u5f37\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p>exaBase Studio\u3068RAGOps\u306b\u52a0\u3048\u3066\u3001\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30b5\u30fc\u30d3\u30b9\u306b\u3088\u308b\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\uff0f\u904b\u7528\u652f\u63f4\u3082\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u904b\u7528\u6539\u5584\u307e\u3067\u4f34\u8d70\u3057\u3066\u3082\u3089\u3048\u308b\u305f\u3081\u3001DX\u63a8\u9032\u3092\u62c5\u3046\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u62c5\u5f53\u8005\u306b\u3068\u3063\u3066\u3082\u5fc3\u5f37\u3044\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n    <div class=\"bizitora-diagnose-me\">\n      <pre style=\"display: none;\">{\"version\":\"v2\",\"category\":{\"id\":\"0c38f3e9-664f-410a-aa0e-3df4c559627b\",\"name\":\"RAG\\u69cb\\u7bc9\",\"slug\":\"generative-rag\",\"tn_level\":3,\"tn_order\":140,\"root_pk\":\"868e2203-3576-42ca-bcb0-51fbda889b35\",\"parent_pk\":\"005d8ba8-334b-4182-a3f0-9799e8244053\",\"siblings_pks\":[\"1a8224c4-b042-46c9-8e43-db1a8c6e7a8a\",\"51956d91-d0f1-4a4b-ab0e-4b857e38c64d\",\"73ce5e04-27bb-4633-915e-d9f0f0e0f923\",\"7658212b-833e-41d2-af53-622ab4838c55\",\"0fb99cdd-610a-4e26-8f74-f564d74e3bab\",\"9e01867a-4b63-4c12-8c23-a58108225487\",\"13db8ba5-9263-43bf-bb34-b25486585a2d\",\"4c376eaf-19f9-431c-b157-882d77ae5c31\"],\"canonical_url\":\"\"},\"extended_widget_opts_block\":{},\"extended_widget_opts\":{},\"extended_widget_opts_state\":\"\",\"extended_widget_opts_clientid\":\"\",\"dateUpdated\":\"\"}<\/pre>\n      <div class=\"wp-block-inner-blocks\"><\/div>\n    <\/div>\n    \n\n\n<h3 class=\"wp-block-heading\" id=\"kuzen\"><span class=\"ez-toc-section\" id=\"%E3%82%AF%E3%82%A6%E3%82%BC%E3%83%B3%E7%94%9F%E6%88%90AI%E3%83%81%E3%83%A3%E3%83%83%E3%83%88%E3%83%9C%E3%83%83%E3%83%88%EF%BC%88%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BE%E3%82%AF%E3%82%A6%E3%82%BC%E3%83%B3%EF%BC%89\"><\/span>\u30af\u30a6\u30bc\u30f3\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\uff08\u682a\u5f0f\u4f1a\u793e\u30af\u30a6\u30bc\u30f3\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"349\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/kuzen-rag-1024x349.webp\" alt=\"\u30af\u30a6\u30bc\u30f3\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\uff08\u682a\u5f0f\u4f1a\u793e\u30af\u30a6\u30bc\u30f3\uff09\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\" class=\"wp-image-24150\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/kuzen-rag-1024x349.webp 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/kuzen-rag-300x102.webp 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/kuzen-rag-150x51.webp 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/kuzen-rag-768x261.webp 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/kuzen-rag-1536x523.webp 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/kuzen-rag-2048x697.webp 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/kuzen-rag-940x320.webp 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u30af\u30a6\u30bc\u30f3\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u30af\u30a6\u30bc\u30f3\u72ec\u81ea\u306eRAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u57fa\u3065\u304d\u3001\u9ad8\u7cbe\u5ea6\u306a\u56de\u7b54\u751f\u6210\u3092\u5b9f\u73fe\u3059\u308bAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5c02\u4efb\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30af\u30bb\u30b9\u306b\u3088\u308b\u8a2d\u8a08\u30fb\u5b9f\u88c5\u30fb\u904b\u7528\u6539\u5584\u306e\u30c8\u30fc\u30bf\u30eb\u30b5\u30dd\u30fc\u30c8\u304c\u3042\u308a\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u62c5\u5f53\u8005\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5c0e\u5165\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u30c1\u30e3\u30c3\u30c8\u30b7\u30ca\u30ea\u30aa\u3092\u4f5c\u6210\u3067\u304d\u3001LINE\u3084Slack\u3001Web\u30d7\u30e9\u30b0\u30a4\u30f3\u306a\u3069\u591a\u69d8\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u70b9\u3082\u5f37\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p>PDF\u3084Word\u3001Web\u30da\u30fc\u30b8\u3001\u753b\u50cf\u3001DB\u306a\u3069\u591a\u5f69\u306a\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3092\u305d\u306e\u307e\u307e\u30ca\u30ec\u30c3\u30b8\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u3001\u696d\u52d9\u62c5\u5f53\u8005\u304c\u6c42\u3081\u308b\u60c5\u5831\u306b\u7d20\u65e9\u304f\u5fdc\u7b54\u3067\u304d\u308b\u67d4\u8edf\u6027\u304c\u9b45\u529b\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"optim\"><span class=\"ez-toc-section\" id=\"OPTiM_AIRES%EF%BC%88%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BE%E3%82%AA%E3%83%97%E3%83%86%E3%82%A3%E3%83%A0%EF%BC%89\"><\/span>OPTiM AIRES\uff08\u682a\u5f0f\u4f1a\u793e\u30aa\u30d7\u30c6\u30a3\u30e0\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"505\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/optim-rag-1024x505.webp\" alt=\"OPTiM AIRES\uff08\u682a\u5f0f\u4f1a\u793e\u30aa\u30d7\u30c6\u30a3\u30e0\uff09\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\" class=\"wp-image-24154\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/optim-rag-1024x505.webp 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/optim-rag-300x148.webp 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/optim-rag-150x74.webp 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/optim-rag-768x379.webp 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/optim-rag-1536x758.webp 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/optim-rag-2048x1011.webp 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/optim-rag-940x464.webp 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>OPTiM AIRES\u306f\u3001\u300c\u767b\u9332\u3059\u308b\u3060\u3051\u3067\u5373\u904b\u7528\u53ef\u80fd\u300d\u3092\u8ffd\u6c42\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u308f\u305a\u304b5\u5206\u3067AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u6210\u304c\u53ef\u80fd\u3067\u3001Q&amp;A\u30fb\u30de\u30cb\u30e5\u30a2\u30eb\u30fbWeb\u30da\u30fc\u30b8\u306eURL\u3092\u767b\u9332\u3059\u308b\u3060\u3051\u3067\u81ea\u52d5\u7684\u306b\u30ca\u30ec\u30c3\u30b8\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Web\u30b5\u30a4\u30c8\u306e\u30c8\u30c3\u30d7\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3059\u308c\u3070\u30b5\u30a4\u30c8\u5168\u4f53\u3092\u30ca\u30ec\u30c3\u30b8\u5316\u3067\u304d\u3001\u3055\u3089\u306b\u56de\u7b54\u6642\u306b\u306f\u53c2\u7167\u5143\u306e\u63d0\u793a\u3084\u4fe1\u983c\u5ea6\u306e\u95be\u5024\u8a2d\u5b9a\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8aa4\u7b54\u30ea\u30b9\u30af\u3092\u6291\u3048\u3064\u3064\u3001\u67d4\u8edf\u306a\u5fdc\u7b54\u74b0\u5883\u3092\u8fc5\u901f\u306b\u6574\u3048\u305f\u3044\u73fe\u5834\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ai-assistant\"><span class=\"ez-toc-section\" id=\"%E3%82%A2%E3%83%BC%E3%82%AC%E3%82%A4%E3%83%AB_AI%E3%82%A2%E3%82%B7%E3%82%B9%E3%82%BF%E3%83%B3%E3%83%88%EF%BC%88%E3%82%A2%E3%83%BC%E3%82%AC%E3%82%A4%E3%83%AB%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BE%EF%BC%89\"><\/span>\u30a2\u30fc\u30ac\u30a4\u30eb AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\uff08\u30a2\u30fc\u30ac\u30a4\u30eb\u682a\u5f0f\u4f1a\u793e\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"487\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-assistant-rag-1024x487.webp\" alt=\"\u30a2\u30fc\u30ac\u30a4\u30eb AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\uff08\u30a2\u30fc\u30ac\u30a4\u30eb\u682a\u5f0f\u4f1a\u793e\uff09\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\" class=\"wp-image-24147\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-assistant-rag-1024x487.webp 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-assistant-rag-300x143.webp 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-assistant-rag-150x71.webp 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-assistant-rag-768x365.webp 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-assistant-rag-1536x730.webp 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-assistant-rag-2048x974.webp 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-assistant-rag-940x447.webp 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>\u30a2\u30fc\u30ac\u30a4\u30eb\u306e\u300cAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u300d\u306f\u3001GPT\u7cfb\u3084Claude\u7cfb\u306a\u3069\u8907\u6570\u306e\u6700\u65b0\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\u3057\u3001\u6cd5\u4eba\u3067\u306e\u751f\u6210AI\u6d3b\u7528\u3092\u5b9f\u52d9\u30ec\u30d9\u30eb\u3067\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u76f4\u611f\u7684\u306a\u30bf\u30d6\u578bUI\u3068\u696d\u52d9\u5225\u30d7\u30ea\u30bb\u30c3\u30c8\u306b\u3088\u308a\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306e\u8ca0\u62c5\u3092\u6291\u3048\u3066\u7d20\u65e9\u304f\u5229\u7528\u958b\u59cb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u3001NG\u30ef\u30fc\u30c9\u8a2d\u5b9a\u3001IP\u5236\u5fa1\u306a\u3069\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd\u3092\u5099\u3048\u3001\u5b9a\u984d\u5236\u3067\u30b3\u30b9\u30c8\u898b\u901a\u3057\u3092\u7acb\u3066\u3084\u3059\u3044\u70b9\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4eba\u4e8b\u30fb\u6cd5\u52d9\u30fb\u7814\u7a76\u306a\u3069\u3001\u53b3\u683c\u306a\u8981\u4ef6\u304c\u6c42\u3081\u3089\u308c\u308b\u90e8\u9580\u3067\u306e\u5c0e\u5165\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ai-knowledge\"><span class=\"ez-toc-section\" id=\"AirCourse_AI%E3%83%8A%E3%83%AC%E3%83%83%E3%82%B8%EF%BC%88KIYO%E3%83%A9%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BE%EF%BC%89\"><\/span>AirCourse AI\u30ca\u30ec\u30c3\u30b8\uff08KIYO\u30e9\u30fc\u30cb\u30f3\u30b0\u682a\u5f0f\u4f1a\u793e\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"462\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-knowledge-rag-1024x462.webp\" alt=\"AirCourse AI\u30ca\u30ec\u30c3\u30b8\uff08KIYO\u30e9\u30fc\u30cb\u30f3\u30b0\u682a\u5f0f\u4f1a\u793e\uff09\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\" class=\"wp-image-24148\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-knowledge-rag-1024x462.webp 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-knowledge-rag-300x135.webp 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-knowledge-rag-150x68.webp 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-knowledge-rag-768x346.webp 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-knowledge-rag-1536x693.webp 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-knowledge-rag-2048x924.webp 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ai-knowledge-rag-940x424.webp 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>AirCourse AI\u30ca\u30ec\u30c3\u30b8\u306f\u3001\u4f01\u696d\u5185\u306e\u751f\u6210AI\u6d3b\u7528\u3092\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u3057\u3084\u3059\u3044\u8a2d\u8a08\u3067\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u5165\u529b\u5185\u5bb9\u304c\u5229\u7528\u3055\u308c\u306a\u3044\u524d\u63d0\u306e\u5b89\u5fc3\u611f\u3092\u91cd\u8996\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>150\u7a2e\u985e\u4ee5\u4e0a\u306e\u696d\u52d9\u5225\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u5099\u3048\u3001\u521d\u5fc3\u8005\u3067\u3082\u3059\u3050\u306b\u8981\u7d04\u30fb\u8349\u6848\u4f5c\u6210\u30fbFAQ\u6574\u5099\u306b\u6d3b\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3059\u308bRAG\u6a5f\u80fd\u3084\u6dfb\u4ed8\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u306e\u56de\u7b54\u751f\u6210\u306b\u3082\u5bfe\u5fdc\u3057\u3001\u30ca\u30ec\u30c3\u30b8\u306e\u5faa\u74b0\u3068\u66f4\u65b0\u3092\u4fc3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u904b\u7528\u9762\u3067\u306f\u6210\u679c\u7269\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5171\u6709\u6a5f\u80fd\u306b\u3088\u308a\u3001\u90e8\u9580\u6a2a\u65ad\u3067\u306e\u6a19\u6e96\u5316\u3092\u9032\u3081\u3084\u3059\u3044\u70b9\u304c\u5f37\u307f\u3067\u3059\u3002<br><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ndi-solutions-questella\"><span class=\"ez-toc-section\" id=\"Questella%EF%BC%88%E3%82%AF%E3%82%A8%E3%82%B9%E3%83%86%E3%83%A9%EF%BC%89%EF%BC%88NDI%E3%82%BD%E3%83%AA%E3%83%A5%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E3%82%BA%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BE%EF%BC%89\"><\/span>Questella\uff08\u30af\u30a8\u30b9\u30c6\u30e9\uff09\uff08NDI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30ba\u682a\u5f0f\u4f1a\u793e\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"516\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ndi-solutions-questella-rag-1024x516.webp\" alt=\"Questella\uff08\u30af\u30a8\u30b9\u30c6\u30e9\uff09\uff08NDI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30ba\u682a\u5f0f\u4f1a\u793e\uff09\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\" class=\"wp-image-24152\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ndi-solutions-questella-rag-1024x516.webp 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ndi-solutions-questella-rag-300x151.webp 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ndi-solutions-questella-rag-150x76.webp 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ndi-solutions-questella-rag-768x387.webp 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ndi-solutions-questella-rag-1536x774.webp 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ndi-solutions-questella-rag-2048x1033.webp 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/ndi-solutions-questella-rag-940x474.webp 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>Questella\u306f\u3001ChatGPT\uff08Azure OpenAI Service\uff09\u3084Claude\u3001Perplexity AI\u306a\u3069\u8907\u6570\u306eLLM\u304b\u3089\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3067\u304d\u308b\u3001\u9ad8\u6027\u80fd\u306a\u751f\u6210AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u9ad8\u5ea6\u306aRAG\u6a5f\u80fd\u304c\u6a19\u6e96\u88c5\u5099\u3055\u308c\u3066\u304a\u308a\u3001\u5168\u6587\u691c\u7d22\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\uff0b\u65e5\u672c\u8a9e\u7279\u5316\u306e\u30e9\u30f3\u30ad\u30f3\u30b0\u3067\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u6d3b\u7528\u306e\u7cbe\u5ea6\u3068\u901f\u5ea6\u3092\u4e21\u7acb\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30c1\u30fc\u30e0\u5185\u3067\u306e\u4f1a\u8a71\u30b9\u30ec\u30c3\u30c9\u5171\u6709\u30fb\u518d\u5229\u7528\u3082\u5bb9\u6613\u3067\u3001\u90e8\u7f72\u3092\u307e\u305f\u3044\u3060\u5354\u50cd\u3084\u30ca\u30ec\u30c3\u30b8\u84c4\u7a4d\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001Questella\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u300cVideo Questor\u300d\u306b\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308c\u3070\u3001\u52d5\u753b\u3092\u89e3\u6790\u3057\u3066AI\u304c\u5bfe\u8a71\u5f62\u5f0f\u3067\u5fdc\u7b54\u3059\u308b\u4ed5\u7d44\u307f\u307e\u3067\u8ffd\u52a0\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u60c5\u5831\u91cf\u304c\u591a\u3044\u6559\u80b2\u30fb\u7814\u4fee\u30fb\u88fd\u9020\u306a\u3069\u306e\u73fe\u5834\u3084\u3001\u52d5\u753b\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u5229\u6d3b\u7528\u3092\u9032\u3081\u305f\u3044\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"newtonx\"><span class=\"ez-toc-section\" id=\"NewtonX%EF%BC%88%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BE%E3%82%BB%E3%83%A9%E3%82%AF%EF%BC%89\"><\/span>NewtonX\uff08\u682a\u5f0f\u4f1a\u793e\u30bb\u30e9\u30af\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"383\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/newtonx-rag-1024x383.webp\" alt=\"NewtonX\uff08\u682a\u5f0f\u4f1a\u793e\u30bb\u30e9\u30afCCC\uff09\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\" class=\"wp-image-24153\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/newtonx-rag-1024x383.webp 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/newtonx-rag-300x112.webp 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/newtonx-rag-150x56.webp 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/newtonx-rag-768x288.webp 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/newtonx-rag-1536x575.webp 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/newtonx-rag-2048x767.webp 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/newtonx-rag-940x352.webp 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>NewtonX\u306fChatGPT\u3092\u7d44\u7e54\u5185\u3067\u5b89\u5168\u304b\u3064\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u6cd5\u4eba\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u81ea\u793e\u30c7\u30fc\u30bf\u3068\u306e\u9023\u643a\uff08RAG\uff09\u306b\u3088\u3063\u3066\u7cbe\u5ea6\u306e\u9ad8\u3044\u56de\u7b54\u751f\u6210\u304c\u884c\u3048\u3001\u8aa4\u56de\u7b54\u3092\u6291\u3048\u308b\u6a5f\u80fd\u3084Web\u30d6\u30e9\u30a6\u30b8\u30f3\u30b0\u306b\u3088\u308b\u88dc\u8db3\u60c5\u5831\u53d6\u5f97\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u7570\u306a\u308b\u90e8\u7f72\u9593\u306e\u6d3b\u7528\u4fc3\u9032\u3068\u5b9a\u7740\u3092\u652f\u3048\u308b\u305f\u3081\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3001\u30c1\u30e3\u30c3\u30c8\u5171\u6709\u6a5f\u80fd\u3001IP\u5236\u5fa1\u3084\u7981\u6b62\u30ef\u30fc\u30c9\u8a2d\u5b9a\u3068\u3044\u3063\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u5c0e\u5165\u652f\u63f4\u304b\u3089\u5b9a\u7740\u5316\u307e\u3067\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30af\u30bb\u30b9\u4f53\u5236\u304c\u6574\u3063\u3066\u304a\u308a\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u62c5\u5f53\u8005\u3067\u3082\u5b89\u5fc3\u3057\u3066\u4f7f\u3044\u3053\u306a\u305b\u308b\u3088\u3046\u914d\u616e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ca\u30ec\u30c3\u30b8\u6d3b\u7528\u3068\u7d44\u7e54\u6587\u5316\u306e\u5909\u9769\u3092\u540c\u6642\u306b\u76ee\u6307\u3059\u4f01\u696d\u306b\u3068\u3063\u3066\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"exawizards\"><span class=\"ez-toc-section\" id=\"exaBase_%E7%94%9F%E6%88%90AI%EF%BC%88%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BEExa_Enterprise_AI%EF%BC%89\"><\/span>exaBase \u751f\u6210AI\uff08\u682a\u5f0f\u4f1a\u793eExa Enterprise AI\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"415\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/exawizards-rag-1024x415.webp\" alt=\"exaBase \u751f\u6210AI\uff08\u682a\u5f0f\u4f1a\u793eExa Enterprise AI\uff09\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\" class=\"wp-image-24149\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/exawizards-rag-1024x415.webp 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/exawizards-rag-300x122.webp 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/exawizards-rag-150x61.webp 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/exawizards-rag-768x312.webp 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/exawizards-rag-1536x623.webp 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/exawizards-rag-2048x831.webp 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/exawizards-rag-940x381.webp 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>exaBase \u751f\u6210AI\u306f\u3001\u6cd5\u4eba\u5411\u3051\u306e\u751f\u6210AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u56fd\u5185\u5e02\u5834\u30b7\u30a7\u30a2No.1\u3092\u8a87\u308a\u3001\u591a\u69d8\u306a\u696d\u7a2e\u3067\u5c0e\u5165\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u7d04700\u793e\u30fb7\u4e07\u4eba\u4ee5\u4e0a\u5229\u7528\uff09\u3002<\/p>\n\n\n\n<p>ChatGPT\u3001Gemini\u3001Claude\u306a\u3069\u8907\u6570\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\u3057\u3001\u9ad8\u7cbe\u5ea6\u306eRAG\uff08Retrieval-Augmented Generation\uff09\u6a5f\u80fd\u304c\u6a19\u6e96\u642d\u8f09\u3055\u308c\u3066\u304a\u308a\u3001PDF\u30fbWord\u30fbExcel\u30fbCSV\u306a\u3069\u591a\u69d8\u306a\u793e\u5185\u5916\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u7ba1\u7406\u753b\u9762\u4e0a\u3067\u4f7f\u7528\u72b6\u6cc1\u3084\u751f\u7523\u6027\u5411\u4e0a\u306e\u63a8\u5b9a\u5024\u3092\u78ba\u8a8d\u3067\u304d\u3001\u7981\u6b62\u30ef\u30fc\u30c9\u767b\u9332\u3084\u30c7\u30fc\u30bf\u9023\u643a\u6a5f\u80fd\u304c\u6599\u91d1\u5185\u3067\u5229\u7528\u3067\u304d\u308b\u70b9\u3082\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5168\u793e\u5c55\u958b\u3092\u898b\u636e\u3048\u305f\u5c0e\u5165\u3084\u30c7\u30fc\u30bf\u6d3b\u7528\u57fa\u76e4\u3068\u3057\u3066\u3001\u30b3\u30b9\u30c8\u30d0\u30e9\u30f3\u30b9\u3092\u91cd\u8996\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u6709\u529b\u306a\u9078\u629e\u80a2\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"softbank\"><span class=\"ez-toc-section\" id=\"TASUKI_Annotation%EF%BC%88%E3%82%BD%E3%83%95%E3%83%88%E3%83%90%E3%83%B3%E3%82%AF%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BE%EF%BC%89\"><\/span>TASUKI Annotation\uff08\u30bd\u30d5\u30c8\u30d0\u30f3\u30af\u682a\u5f0f\u4f1a\u793e\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"398\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/tasuki-annotation-rag-1024x398.webp\" alt=\"TASUKI Annotation\uff08\u30bd\u30d5\u30c8\u30d0\u30f3\u30af\u682a\u5f0f\u4f1a\u793e\uff09\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\" class=\"wp-image-24155\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/tasuki-annotation-rag-1024x398.webp 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/tasuki-annotation-rag-300x117.webp 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/tasuki-annotation-rag-150x58.webp 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/tasuki-annotation-rag-768x299.webp 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/tasuki-annotation-rag-1536x597.webp 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/tasuki-annotation-rag-2048x797.webp 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/tasuki-annotation-rag-940x366.webp 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>TASUKI Annotation\u306f\u3001RAG\u5c0e\u5165\u306b\u304a\u3051\u308b\u9375\u3068\u306a\u308b\u300c\u6559\u5e2b\u30c7\u30fc\u30bf\u306e\u8cea\u300d\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u7ba1\u7406\u753b\u9762\u3067\u3001\u793e\u5185\u30c7\u30fc\u30bf\u306e\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\uff08\u30e9\u30d9\u30eb\u4ed8\u3051\uff09\u3084\u69cb\u9020\u5316\u3092\u52b9\u7387\u5316\u3067\u304d\u3001RAG\u306e\u7cbe\u5ea6\u691c\u8a3c\u30b5\u30a4\u30af\u30eb\u3092\u52a0\u901f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u5c02\u9580\u5bb6\u306b\u3088\u308b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4ee3\u884c\u3082\u63d0\u4f9b\u3055\u308c\u308b\u305f\u3081\u3001\u9ad8\u54c1\u8cea\u306a\u30ca\u30ec\u30c3\u30b8\u30c7\u30fc\u30bf\u3092\u78ba\u4fdd\u3057\u305f\u3044\u4f01\u696d\u306b\u3068\u3063\u3066\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n\n\n\n<p>FAQ\u81ea\u52d5\u5316\u3084\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u3067\u56de\u7b54\u54c1\u8cea\u3092\u91cd\u8996\u3059\u308b\u73fe\u5834\u3067\u3001\u904b\u7528\u57fa\u76e4\u3092\u5f37\u5316\u3057\u305f\u3044\u65b9\u306b\u9069\u3057\u305f\u9078\u629e\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"lyzon\"><span class=\"ez-toc-section\" id=\"LYZON%EF%BC%88%E6%A0%AA%E5%BC%8F%E4%BC%9A%E7%A4%BELYZON%EF%BC%89\"><\/span>LYZON\uff08\u682a\u5f0f\u4f1a\u793eLYZON\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"537\" src=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/lyzon-1024x537.webp\" alt=\"LYZON\uff08\u682a\u5f0f\u4f1a\u793eLYZON\uff09\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\" class=\"wp-image-24151\" style=\"width:650px\" srcset=\"https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/lyzon-1024x537.webp 1024w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/lyzon-300x157.webp 300w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/lyzon-150x79.webp 150w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/lyzon-768x402.webp 768w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/lyzon-1536x805.webp 1536w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/lyzon-2048x1073.webp 2048w, https:\/\/bizitora.jp\/topics\/wp-content\/uploads\/2025\/09\/lyzon-940x493.webp 940w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/figure>\n\n\n\n<p>LYZON\u304c\u63d0\u4f9b\u3059\u308b\u300cLynxBot\u300d\u306f\u3001SharePoint\u4e0a\u306e\u6587\u66f8\uff08Excel\u30fbWord\u30fbPowerPoint\u30fbPDF\u306a\u3069\uff09\u3092\u305d\u306e\u307e\u307e\u6d3b\u7528\u3067\u304d\u308bRAG\u5bfe\u5fdcAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>Microsoft\u306eCopilot Studio\u3084Azure OpenAI Service\u3092\u6d3b\u7528\u3057\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9762\u3067\u3082\u5b89\u5fc3\u3067\u304d\u308bAI\u30c1\u30e3\u30c3\u30c8\u5c0e\u5165\u3092\u8fc5\u901f\u306b\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u65b0\u30e2\u30c7\u30eb\uff08GPT\u20114o\u306a\u3069\uff09\u306e\u5207\u308a\u66ff\u3048\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3057\u3001\u5e38\u306b\u6700\u9069\u306a\u751f\u6210\u6027\u80fd\u3092\u6d3b\u304b\u305b\u308b\u70b9\u3082\u5927\u304d\u306a\u5229\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30c7\u30fc\u30bf\u6574\u7406\u3084\u30dd\u30fc\u30bf\u30eb\u69cb\u7bc9\u3092\u542b\u3081\u305f\u652f\u63f4\u4f53\u5236\u304c\u6574\u3063\u3066\u304a\u308a\u3001\u958b\u59cb\u5f8c\u306e\u904b\u7528\u3092\u898b\u636e\u3048\u305f\u7d99\u7d9a\u652f\u63f4\u3092\u53d7\u3051\u305f\u3044\u4f01\u696d\u306b\u3082\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n\n\n\n<p>Microsoft 365\u3084Azure\u74b0\u5883\u3092\u65e2\u306b\u6d3b\u7528\u3057\u3066\u3044\u308b\u7d44\u7e54\u306b\u7279\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-15\"><span class=\"ez-toc-section\" id=\"RAG%E6%A7%8B%E7%AF%89%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%81%A8%E3%81%AF%EF%BC%9F%E5%9F%BA%E7%A4%8E%E7%9F%A5%E8%AD%98%E3%81%A8%E4%BB%95%E7%B5%84%E3%81%BF\"><\/span>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u3068\u306f\uff1f\u57fa\u790e\u77e5\u8b58\u3068\u4ed5\u7d44\u307f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u751f\u6210AI\u306b\u793e\u5185\u5916\u306e\u60c5\u5831\u3092\u7d50\u3073\u3064\u3051\u308b\u3053\u3068\u3067\u3001\u6b63\u78ba\u304b\u3064\u6839\u62e0\u306e\u3042\u308b\u56de\u7b54\u3092\u53ef\u80fd\u306b\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u300c\u305d\u3082\u305d\u3082RAG\u3068\u306f\u4f55\u304b\u300d\u300c\u901a\u5e38\u306e\u751f\u6210AI\u3068\u3069\u3046\u9055\u3046\u306e\u304b\u300d\u300c\u3069\u306e\u3088\u3046\u306a\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u304c\u5b9f\u73fe\u3067\u304d\u308b\u306e\u304b\u300d\u3068\u3044\u3063\u305f\u7591\u554f\u3092\u6301\u3064\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001RAG\u306e\u57fa\u672c\u6982\u5ff5\u304b\u3089\u4ed5\u7d44\u307f\u3001UI\u30fbUX\u306e\u5177\u4f53\u4f8b\u307e\u3067\u3001\u5c0e\u5165\u5224\u65ad\u306b\u5fc5\u8981\u306a\u57fa\u790e\u77e5\u8b58\u3092\u4e01\u5be7\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7406\u89e3\u3092\u6df1\u3081\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u306b\u9069\u3057\u305f\u5c0e\u5165\u65b9\u6cd5\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u9078\u5b9a\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-16\"><span class=\"ez-toc-section\" id=\"Retrieval-Augmented_Generation%EF%BC%88RAG%EF%BC%89%E3%81%AE%E6%A6%82%E8%A6%81\"><\/span>Retrieval-Augmented Generation\uff08RAG\uff09\u306e\u6982\u8981<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Retrieval-Augmented Generation\uff08RAG\uff09\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3068\u793e\u5185\u5916\u306e\u30ca\u30ec\u30c3\u30b8\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u6280\u8853\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u307e\u305a\u95a2\u9023\u6587\u66f8\u3092\u691c\u7d22\uff08Retrieval\uff09\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u56de\u7b54\u6587\u3092\u751f\u6210\uff08Generation\uff09\u3059\u308b\u4ed5\u7d44\u307f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306a\u751f\u6210AI\u306f\u5b66\u7fd2\u6e08\u307f\u306e\u60c5\u5831\u3057\u304b\u4f7f\u3048\u307e\u305b\u3093\u304c\u3001RAG\u306f\u6700\u65b0\u306e\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084FAQ\u306a\u3069\u3092\u53cd\u6620\u3057\u305f\u5fdc\u7b54\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u300c\u793e\u5185\u56fa\u6709\u306e\u4e8b\u60c5\u306b\u5408\u3063\u305f\u6b63\u78ba\u306a\u56de\u7b54\u300d\u304c\u6c42\u3081\u3089\u308c\u308b\u696d\u52d9\u306b\u3082\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001<strong><span class=\"keiko_red\">\u60c5\u5831\u66f4\u65b0\u304c\u983b\u7e41\u306a\u4f01\u696d\u3084\u3001\u30ca\u30ec\u30c3\u30b8\u3092\u6b63\u3057\u304f\u904b\u7528\u3057\u305f\u3044\u73fe\u5834\u306b\u306f\u6709\u52b9<\/span><\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-17\"><span class=\"ez-toc-section\" id=\"RAG%E3%81%A8%E7%94%9F%E6%88%90AI%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%81%AE%E9%81%95%E3%81%84\"><\/span>RAG\u3068\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306e\u9055\u3044<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u3068\u4e00\u822c\u7684\u306a\u751f\u6210AI\u306e\u9055\u3044\u306f\u3001\u300c\u56de\u7b54\u306e\u6839\u62e0\u3068\u306a\u308b\u60c5\u5831\u306e\u6271\u3044\u65b9\u300d\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u901a\u5e38\u306e\u751f\u6210AI\u306f\u904e\u53bb\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3059\u308b\u305f\u3081\u3001\u60c5\u5831\u304c\u53e4\u3044\u307e\u307e\u3060\u3063\u305f\u308a\u3001\u4f01\u696d\u72ec\u81ea\u306e\u77e5\u8b58\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001RAG\u306f\u90fd\u5ea6\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u691c\u7d22\u3057\u3001\u53d6\u5f97\u3057\u305f\u60c5\u5831\u3092\u6839\u62e0\u306b\u5fdc\u7b54\u3059\u308b\u305f\u3081\u3001<strong><span class=\"keiko_red\">\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u51fa\u529b\u304c\u53ef\u80fd<\/span><\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u793e\u5185\u30eb\u30fc\u30eb\u3084\u88fd\u54c1\u4ed5\u69d8\u306a\u3069\u306e\u300c\u9593\u9055\u3048\u3089\u308c\u306a\u3044\u56de\u7b54\u300d\u304c\u6c42\u3081\u3089\u308c\u308b\u696d\u52d9\u3067\u306f\u3001RAG\u306e\u65b9\u304c\u73fe\u5834\u3067\u306e\u5b9f\u7528\u6027\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5224\u65ad\u3084\u8aac\u660e\u8cac\u4efb\u304c\u6c42\u3081\u3089\u308c\u308b\u90e8\u9580\u307b\u3069\u3001RAG\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u4fa1\u5024\u306f\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-18\"><span class=\"ez-toc-section\" id=\"RAG%E6%A7%8B%E7%AF%89%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%81%A7%E5%AE%9F%E7%8F%BE%E3%81%A7%E3%81%8D%E3%82%8BUI%E3%83%BBUX%E4%BE%8B\"><\/span>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u3067\u5b9f\u73fe\u3067\u304d\u308bUI\u30fbUX\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u81ea\u7136\u6587\u3067\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u6b63\u78ba\u306a\u56de\u7b54\u3092\u5f97\u3089\u308c\u308b\u76f4\u611f\u7684\u306aUI\u30fbUX\u3092\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u30c1\u30e3\u30c3\u30c8\u5f62\u5f0f\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u7528\u3044\u3001\u95a2\u9023\u6587\u66f8\u3092\u5f15\u7528\u3057\u306a\u304c\u3089\u56de\u7b54\u3059\u308b\u4ed5\u7d44\u307f\u306f\u3001\u793e\u5185\u554f\u5408\u305b\u3084\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3067\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001FAQ\u306e\u81ea\u52d5\u751f\u6210\u3084\u691c\u7d22\u5c65\u6b74\u3092\u6d3b\u7528\u3057\u305f\u30ec\u30b3\u30e1\u30f3\u30c9\u8868\u793a\u306a\u3069\u3082\u5b9f\u73fe\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>UI\u306e\u308f\u304b\u308a\u3084\u3059\u3055\u3068UX\u306e\u30b9\u30e0\u30fc\u30ba\u3055\u304c\u3001<strong><span class=\"keiko_red\">\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u5e45\u5e83\u3044\u8077\u7a2e\u306e\u5229\u7528\u8005\u306b\u3082\u53d7\u3051\u5165\u308c\u3089\u308c\u308b\u8981\u56e0<\/span><\/strong>\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u5834\u4e3b\u5c0e\u3067\u306e\u6d3b\u7528\u3092\u9032\u3081\u308b\u306b\u306f\u3001\u3053\u3046\u3057\u305f\u4f53\u9a13\u8a2d\u8a08\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-19\"><span class=\"ez-toc-section\" id=\"RAG%E6%A7%8B%E7%AF%89%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%82%92%E5%88%A9%E7%94%A8%E3%81%99%E3%82%8B%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\"><\/span>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u696d\u52d9\u306e\u5c5e\u4eba\u5316\u3084\u60c5\u5831\u63a2\u7d22\u306e\u624b\u9593\u3068\u3044\u3063\u305f\u3001\u65e5\u5e38\u696d\u52d9\u306e\u8ab2\u984c\u3092\u6839\u672c\u304b\u3089\u898b\u76f4\u3059\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306e\u52b9\u7387\u5316\u3084FAQ\u306e\u81ea\u52d5\u5316\u3001\u9867\u5ba2\u5bfe\u5fdc\u306e\u54c1\u8cea\u5411\u4e0a\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5f37\u5316\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u5358\u306a\u308b\u30b3\u30b9\u30c8\u524a\u6e1b\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u73fe\u5834\u3067\u306e\u5224\u65ad\u30b9\u30d4\u30fc\u30c9\u3084\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u306b\u3082\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001RAG\u6d3b\u7528\u306e\u4ee3\u8868\u7684\u306a\u52b9\u679c\u30923\u3064\u306e\u8996\u70b9\u304b\u3089\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3001\u81ea\u793e\u306b\u3068\u3063\u3066\u306e\u5c0e\u5165\u4fa1\u5024\u3092\u898b\u6975\u3081\u308b\u624b\u304c\u304b\u308a\u3092\u3054\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-20\"><span class=\"ez-toc-section\" id=\"%E3%83%8A%E3%83%AC%E3%83%83%E3%82%B8%E6%A4%9C%E7%B4%A2%E3%83%BBFAQ%E8%87%AA%E5%8B%95%E5%8C%96%E3%81%A7%E7%94%9F%E7%94%A3%E6%80%A7%E5%90%91%E4%B8%8A\"><\/span>\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u30fbFAQ\u81ea\u52d5\u5316\u3067\u751f\u7523\u6027\u5411\u4e0a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3084FAQ\u306e\u691c\u7d22\u696d\u52d9\u304c\u5927\u5e45\u306b\u52b9\u7387\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306f\u60c5\u5831\u3092\u63a2\u3059\u305f\u3081\u306b\u8907\u6570\u306e\u6587\u66f8\u3092\u6a2a\u65ad\u3057\u305f\u308a\u3001\u7279\u5b9a\u306e\u62c5\u5f53\u8005\u306b\u78ba\u8a8d\u3057\u305f\u308a\u3068\u6642\u9593\u3092\u8981\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001<strong><span class=\"keiko_red\">RAG\u306f\u81ea\u7136\u6587\u691c\u7d22\u306b\u3088\u308a\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u77ac\u6642\u306b\u63d0\u793a\u3067\u304d\u307e\u3059<\/span><\/strong>\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u50be\u5411\u3092\u5b66\u7fd2\u3057\u3001\u81ea\u52d5\u3067FAQ\u3092\u751f\u6210\u30fb\u66f4\u65b0\u3059\u308b\u4ed5\u7d44\u307f\u3082\u5b9f\u88c5\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u5c5e\u4eba\u5316\u3092\u9632\u304e\u3001\u5168\u793e\u7684\u306a\u696d\u52d9\u30b9\u30d4\u30fc\u30c9\u3092\u5e95\u4e0a\u3052\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u304c\u591a\u3044\u90e8\u9580\u3084\u3001\u60c5\u5831\u304c\u983b\u7e41\u306b\u5909\u5316\u3059\u308b\u696d\u52d9\u307b\u3069\u52b9\u679c\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-21\"><span class=\"ez-toc-section\" id=\"%E3%82%AB%E3%82%B9%E3%82%BF%E3%83%9E%E3%83%BC%E3%82%B5%E3%83%9D%E3%83%BC%E3%83%88%E3%81%AE%E5%BF%9C%E7%AD%94%E5%93%81%E8%B3%AA%E5%90%91%E4%B8%8A\"><\/span>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u5fdc\u7b54\u54c1\u8cea\u5411\u4e0a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u5bfe\u5fdc\u306b\u304a\u3051\u308b\u56de\u7b54\u306e\u8cea\u3068\u4e00\u8cab\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u304c\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u88fd\u54c1\u4ed5\u69d8\u66f8\u3092\u90fd\u5ea6\u53c2\u7167\u3057\u3066\u5fdc\u7b54\u3059\u308b\u305f\u3081\u3001<strong><span class=\"keiko_red\">\u62c5\u5f53\u8005\u306e\u77e5\u8b58\u5dee\u306b\u5de6\u53f3\u3055\u308c\u305a\u3001\u6b63\u78ba\u306a\u60c5\u5831\u63d0\u4f9b\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059<\/span><\/strong>\u3002<\/p>\n\n\n\n<p>\u5bfe\u5fdc\u6642\u9593\u306e\u77ed\u7e2e\u3060\u3051\u3067\u306a\u304f\u3001\u9867\u5ba2\u304b\u3089\u306e\u4fe1\u983c\u6027\u5411\u4e0a\u306b\u3082\u3064\u306a\u304c\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3092\u5b66\u7fd2\u3057\u3066\u5fdc\u7b54\u5185\u5bb9\u3092\u9032\u5316\u3055\u305b\u308b\u305f\u3081\u3001\u904b\u7528\u3059\u308b\u307b\u3069\u54c1\u8cea\u304c\u9ad8\u307e\u308b\u306e\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8907\u6570\u306e\u88fd\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u3092\u53d6\u308a\u6271\u3046\u4f01\u696d\u306b\u304a\u3044\u3066\u3001RAG\u306f\u91cd\u8981\u306a\u6b66\u5668\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-22\"><span class=\"ez-toc-section\" id=\"%E3%82%BB%E3%82%AD%E3%83%A5%E3%83%AA%E3%83%86%E3%82%A3%E5%BC%B7%E5%8C%96%E3%81%A8%E6%83%85%E5%A0%B1%E6%BC%8F%E6%B4%A9%E3%83%AA%E3%82%B9%E3%82%AF%E4%BD%8E%E6%B8%9B\"><\/span>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5f37\u5316\u3068\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u4f4e\u6e1b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3084\u691c\u7d22\u5bfe\u8c61\u306e\u9650\u5b9a\u304c\u53ef\u80fd\u306a\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306b\u3082\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u304c\u53c2\u7167\u3067\u304d\u308b\u60c5\u5831\u3092\u9650\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u5916\u90e8\u3078\u306e\u8aa4\u56de\u7b54\u3084\u6a5f\u5bc6\u60c5\u5831\u306e\u6d41\u51fa\u30ea\u30b9\u30af\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30ed\u30b0\u306e\u8a18\u9332\u3084\u76e3\u67fb\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3069\u306e\u60c5\u5831\u306b\u30a2\u30af\u30bb\u30b9\u3055\u308c\u3001\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u305f\u304b\u306e\u8ffd\u8de1\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u6cd5\u52d9\u30fb\u4eba\u4e8b\u30fb\u7d4c\u55b6\u4f01\u753b\u306a\u3069\u3001\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u90e8\u7f72\u3067\u306e\u5c0e\u5165\u3067\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3092\u6e80\u305f\u305b\u308b\u304b\u304c\u5927\u304d\u306a\u5224\u65ad\u6750\u6599\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-23\"><span class=\"ez-toc-section\" id=\"RAG%E6%A7%8B%E7%AF%89%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%81%AE%E6%B4%BB%E7%94%A8%E4%BA%8B%E4%BE%8B\"><\/span>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306e\u6d3b\u7528\u4e8b\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u591a\u69d8\u306a\u696d\u52d9\u9818\u57df\u3067\u5b9f\u969b\u306b\u5c0e\u5165\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u306e\u73fe\u5834\u3067\u5177\u4f53\u7684\u306a\u6210\u679c\u3092\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u6cd5\u52d9\u9818\u57df\u3067\u306f\u5951\u7d04\u66f8\u78ba\u8a8d\u306e\u52b9\u7387\u5316\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3067\u306f\u5bfe\u5fdc\u306e\u5747\u8cea\u5316\u3001\u793e\u5185\u60c5\u5831\u306e\u6d3b\u7528\u3067\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u691c\u7d22\u306e\u8fc5\u901f\u5316\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u5b9f\u4f8b\u3092\u77e5\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u306b\u9069\u3057\u305f\u5c0e\u5165\u30b7\u30ca\u30ea\u30aa\u3092\u63cf\u304d\u3084\u3059\u304f\u306a\u308a\u3001\u6295\u8cc7\u5bfe\u52b9\u679c\u306e\u898b\u901a\u3057\u3082\u7acb\u3066\u3084\u3059\u304f\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u30923\u3064\u53d6\u308a\u4e0a\u3052\u3001\u3069\u306e\u3088\u3046\u306a\u73fe\u5834\u3067\u3069\u3046\u5f79\u7acb\u3063\u3066\u3044\u308b\u304b\u3092\u5177\u4f53\u7684\u306b\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-24\"><span class=\"ez-toc-section\" id=\"%E6%B3%95%E5%8B%99%E3%83%BB%E5%A5%91%E7%B4%84%E6%9B%B8%E7%AE%A1%E7%90%86%E3%81%A7%E3%81%AE%E6%B4%BB%E7%94%A8\"><\/span>\u6cd5\u52d9\u30fb\u5951\u7d04\u66f8\u7ba1\u7406\u3067\u306e\u6d3b\u7528<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6cd5\u52d9\u90e8\u9580\u3067\u306f\u3001\u5951\u7d04\u66f8\u306e\u6761\u9805\u78ba\u8a8d\u3084\u904e\u53bb\u306e\u6848\u4ef6\u3068\u306e\u985e\u4f3c\u6027\u8abf\u67fb\u306b\u591a\u304f\u306e\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u304c\u8ab2\u984c\u3067\u3059\u3002<\/p>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u3092\u5c0e\u5165\u3059\u308c\u3070\u3001\u904e\u53bb\u306e\u5951\u7d04\u66f8\u3084\u793e\u5185\u898f\u7a0b\u3092\u691c\u7d22\u3057\u3001AI\u304c\u8a72\u5f53\u6761\u6587\u3092\u629c\u7c8b\u3057\u3066\u63d0\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001<strong><span class=\"keiko_red\">\u5c5e\u4eba\u7684\u306a\u78ba\u8a8d\u4f5c\u696d\u3092\u6e1b\u3089\u3057\u3064\u3064\u3001\u78ba\u8a8d\u7cbe\u5ea6\u3068\u30b9\u30d4\u30fc\u30c9\u3092\u4e21\u7acb<\/span><\/strong>\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6cd5\u52d9\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3057\u306a\u304c\u3089\u3001\u5951\u7d04\u696d\u52d9\u3092\u52b9\u7387\u5316\u3057\u305f\u3044\u4f01\u696d\u306b\u306f\u975e\u5e38\u306b\u6709\u52b9\u306a\u6d3b\u7528\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-25\"><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%EF%BC%8F%E3%83%98%E3%83%AB%E3%83%97%E3%83%87%E3%82%B9%E3%82%AF%E3%81%A7%E3%81%AE%E6%B4%BB%E7%94%A8\"><\/span>\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\uff0f\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3067\u306e\u6d3b\u7528<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u30b3\u30f3\u30bf\u30af\u30c8\u30bb\u30f3\u30bf\u30fc\u3067\u306f\u3001\u62c5\u5f53\u8005\u3054\u3068\u306e\u5bfe\u5fdc\u54c1\u8cea\u306e\u3070\u3089\u3064\u304d\u3084\u5bfe\u5fdc\u6642\u9593\u306e\u9577\u3055\u304c\u8ab2\u984c\u3067\u3059\u3002<\/p>\n\n\n\n<p>RAG\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u904e\u53bb\u306e\u5bfe\u5fdc\u5c65\u6b74\u3092\u3082\u3068\u306b\u3001AI\u304c\u9069\u5207\u306a\u56de\u7b54\u5019\u88dc\u3092\u63d0\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u7d4c\u9a13\u306e\u6d45\u3044\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u3067\u3082\u6b63\u78ba\u304b\u3064\u8fc5\u901f\u306a\u5bfe\u5fdc\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4eba\u624b\u4e0d\u8db3\u306e\u73fe\u5834\u3067\u3082\u5fdc\u7b54\u306e\u8cea\u3092\u4fdd\u3061\u305f\u3044\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u6709\u52b9\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-26\"><span class=\"ez-toc-section\" id=\"%E7%A4%BE%E5%86%85%E3%83%89%E3%82%AD%E3%83%A5%E3%83%A1%E3%83%B3%E3%83%88%E6%A4%9C%E7%B4%A2%E3%83%BB%E7%A4%BE%E5%A4%96FAQ%E5%85%AC%E9%96%8B%E3%81%AE%E6%B4%BB%E7%94%A8\"><\/span>\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u691c\u7d22\u30fb\u793e\u5916FAQ\u516c\u958b\u306e\u6d3b\u7528<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u793e\u5185\u5411\u3051\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u793e\u5916\u5411\u3051FAQ\u306f\u91cf\u304c\u81a8\u5927\u306b\u306a\u308a\u3084\u3059\u304f\u3001\u5fc5\u8981\u306a\u60c5\u5831\u306b\u305f\u3069\u308a\u7740\u3051\u306a\u3044\u3068\u3044\u3046\u60a9\u307f\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u81ea\u7136\u6587\u306b\u3088\u308b\u691c\u7d22\u3067\u8a72\u5f53\u90e8\u5206\u3092\u629c\u7c8b\u30fb\u63d0\u793a\u3057\u3001\u60c5\u5831\u30a2\u30af\u30bb\u30b9\u306e\u30cf\u30fc\u30c9\u30eb\u3092\u5927\u304d\u304f\u4e0b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001<strong><span class=\"keiko_red\">\u793e\u5916\u5411\u3051\u306b\u516c\u958b\u3059\u308bFAQ\u3082\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u5185\u5bb9\u306b\u5408\u308f\u305b\u3066\u67d4\u8edf\u306b\u56de\u7b54\u3067\u304d\u308b<\/span><\/strong>\u305f\u3081\u3001\u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u306e\u524a\u6e1b\u306b\u3082\u8ca2\u732e\u3059\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-27\"><span class=\"ez-toc-section\" id=\"RAG%E6%A7%8B%E7%AF%89%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%81%AE%E9%81%B8%E3%81%B3%E6%96%B9%E3%80%90%E6%AF%94%E8%BC%83%E3%83%9D%E3%82%A4%E3%83%B3%E3%83%88%E3%80%91\"><\/span>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306e\u9078\u3073\u65b9\u3010\u6bd4\u8f03\u30dd\u30a4\u30f3\u30c8\u3011<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306f\u5bfe\u5fdc\u7bc4\u56f2\u3084\u9023\u643a\u74b0\u5883\u3001\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u306a\u3069\u306b\u3088\u3063\u3066\u63d0\u4f9b\u5185\u5bb9\u304c\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u8cbb\u7528\u306f\u3069\u306e\u304f\u3089\u3044\u304b\u304b\u308b\u306e\u304b\u300d\u300c\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u30a4\u30f3\u30d5\u30e9\u74b0\u5883\u306b\u5408\u3046\u304b\u300d\u300c\u5c0e\u5165\u5f8c\u3082\u7d99\u7d9a\u7684\u306b\u652f\u63f4\u3057\u3066\u3082\u3089\u3048\u308b\u304b\u300d\u3068\u3044\u3063\u305f\u70b9\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u3001\u5f8c\u6094\u3057\u306a\u3044\u30b5\u30fc\u30d3\u30b9\u9078\u5b9a\u306e\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u5c0e\u5165\u524d\u306b\u78ba\u8a8d\u3059\u3079\u304d\u4e3b\u8981\u306a\u6bd4\u8f03\u30dd\u30a4\u30f3\u30c8\u30924\u3064\u306b\u6574\u7406\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u898b\u6975\u3081\u65b9\u3084\u6ce8\u610f\u70b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8cbb\u7528\u5bfe\u52b9\u679c\u3068RAG\u69cb\u7bc9\u8cbb\u7528<\/li>\n\n\n\n<li>\u5bfe\u5fdc\u30c7\u30fc\u30bf\u91cf\u30fb\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u30fb\u5916\u90e8\u9023\u643a<\/li>\n\n\n\n<li>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\uff0f\u30af\u30e9\u30a6\u30c9\uff08GCP\u7b49\uff09\u5bfe\u5fdc\u53ef\u5426<\/li>\n\n\n\n<li>\u5c0e\u5165\u652f\u63f4\u30fb\u904b\u7528\u30b5\u30dd\u30fc\u30c8\u4f53\u5236<\/li>\n<\/ol>\n\n\n\n<p>\u696d\u754c\u3084\u7528\u9014\u306b\u3088\u3063\u3066\u3082\u9069\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u306f\u7570\u306a\u308b\u305f\u3081\u3001\u81ea\u793e\u306b\u30d5\u30a3\u30c3\u30c8\u3057\u305f\u9078\u629e\u3092\u884c\u3046\u305f\u3081\u306e\u5224\u65ad\u8ef8\u3068\u3057\u3066\u304a\u5f79\u7acb\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-28\"><span class=\"ez-toc-section\" id=\"%E8%B2%BB%E7%94%A8%E5%AF%BE%E5%8A%B9%E6%9E%9C%E3%81%A8RAG%E6%A7%8B%E7%AF%89%E8%B2%BB%E7%94%A8%E3%81%AE%E7%9B%AE%E5%AE%89\"><\/span>\u8cbb\u7528\u5bfe\u52b9\u679c\u3068RAG\u69cb\u7bc9\u8cbb\u7528\u306e\u76ee\u5b89<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306e\u5c0e\u5165\u306b\u306f\u4e00\u5b9a\u306e\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u3082\u306e\u306e\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u793e\u5185\u60c5\u5831\u691c\u7d22\u306e\u52b9\u7387\u5316\u306b\u3088\u308b\u4eba\u4ef6\u8cbb\u524a\u6e1b\u52b9\u679c\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306b\u3001<strong><span class=\"keiko_red\">\u521d\u671f\u8cbb\u7528\u306f50\u301c300\u4e07\u5186\u3001\u6708\u984d\u8cbb\u7528\u306f10\u301c100\u4e07\u5186\u524d\u5f8c\u304c\u76f8\u5834<\/span><\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8cbb\u7528\u306f\u30c7\u30fc\u30bf\u91cf\u3084\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u5185\u5bb9\u3001\u904b\u7528\u30b5\u30dd\u30fc\u30c8\u306e\u7bc4\u56f2\u306b\u5fdc\u3058\u3066\u5909\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u91cd\u8981\u306a\u306e\u306f\u3001\u5358\u306a\u308b\u91d1\u984d\u6bd4\u8f03\u3067\u306f\u306a\u304f\u300c\u696d\u52d9\u6642\u9593\u524a\u6e1b\u3084\u5c5e\u4eba\u5316\u89e3\u6d88\u306a\u3069\u3001\u5f97\u3089\u308c\u308b\u30ea\u30bf\u30fc\u30f3\u3068\u306e\u30d0\u30e9\u30f3\u30b9\u300d\u3092\u898b\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u5c0e\u5165\u306e\u793e\u5185\u7a1f\u8b70\u3082\u901a\u308a\u3084\u3059\u304f\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-29\"><span class=\"ez-toc-section\" id=\"%E5%AF%BE%E5%BF%9C%E3%83%87%E3%83%BC%E3%82%BF%E9%87%8F%E3%83%BB%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E5%BD%A2%E5%BC%8F%E3%83%BB%E5%A4%96%E9%83%A8%E9%80%A3%E6%90%BA\"><\/span>\u5bfe\u5fdc\u30c7\u30fc\u30bf\u91cf\u30fb\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u30fb\u5916\u90e8\u9023\u643a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306e\u9078\u5b9a\u6642\u306b\u306f\u3001\u81ea\u793e\u306e\u4fdd\u6709\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u5bfe\u5fdc\u7bc4\u56f2\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30c6\u30ad\u30b9\u30c8\u5f62\u5f0f\u306ePDF\u3084Word\u3001Excel\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u4e00\u65b9\u3067\u3001\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u975e\u69cb\u9020\u30c7\u30fc\u30bf\u3078\u306e\u5bfe\u5fdc\u306f\u30b5\u30fc\u30d3\u30b9\u306b\u3088\u308a\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u65e2\u5b58\u306e\u30ca\u30ec\u30c3\u30b8\u30c4\u30fc\u30eb\u3084CRM\u3001\u30d5\u30a1\u30a4\u30eb\u5171\u6709\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u53ef\u5426\u3082\u696d\u52d9\u52b9\u7387\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6271\u3048\u308b\u30c7\u30fc\u30bf\u5f62\u5f0f\u304c\u9650\u5b9a\u3055\u308c\u3066\u3044\u308b\u3068\u3001\u5909\u63db\u30b3\u30b9\u30c8\u3084\u904b\u7528\u306e\u8ca0\u62c5\u304c\u5897\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u4e8b\u524d\u306b\u9023\u643a\u5bfe\u8c61\u3084\u30d5\u30a1\u30a4\u30eb\u7a2e\u5225\u306e\u78ba\u8a8d\u3092\u884c\u3044\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-30\"><span class=\"ez-toc-section\" id=\"%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%AB%E7%92%B0%E5%A2%83%EF%BC%8F%E3%82%AF%E3%83%A9%E3%82%A6%E3%83%89%EF%BC%88GCP%E7%AD%89%EF%BC%89%E5%AF%BE%E5%BF%9C%E5%8F%AF%E5%90%A6\"><\/span>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\uff0f\u30af\u30e9\u30a6\u30c9\uff08GCP\u7b49\uff09\u5bfe\u5fdc\u53ef\u5426<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u63d0\u4f9b\u5f62\u614b\u304c\u30af\u30e9\u30a6\u30c9\u578b\u304b\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\uff08\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\uff09\u304b\u306b\u3088\u3063\u3066\u9078\u5b9a\u57fa\u6e96\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u304c\u53b3\u3057\u3044\u696d\u7a2e\u3067\u306f\u3001\u81ea\u793e\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u306e\u904b\u7528\u3092\u524d\u63d0\u3068\u3059\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u3001\u305d\u306e\u5834\u5408\u306f\u30ed\u30fc\u30ab\u30eb\u5bfe\u5fdc\u306e\u6709\u7121\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3067\u3001Google Cloud Platform\uff08GCP\uff09\u3084AWS\u3001Azure\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u57fa\u76e4\u3068\u306e\u9023\u643a\u304c\u524d\u63d0\u306e\u30b5\u30fc\u30d3\u30b9\u3082\u591a\u304f\u3001\u62e1\u5f35\u6027\u3084\u521d\u671f\u69cb\u7bc9\u306e\u901f\u3055\u304c\u9b45\u529b\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u81ea\u793e\u306e\u30a4\u30f3\u30d5\u30e9\u65b9\u91dd\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u3066\u3001\u6700\u9069\u306a\u904b\u7528\u5f62\u614b\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-31\"><span class=\"ez-toc-section\" id=\"%E5%B0%8E%E5%85%A5%E6%94%AF%E6%8F%B4%E3%83%BB%E9%81%8B%E7%94%A8%E3%82%B5%E3%83%9D%E3%83%BC%E3%83%88%E4%BD%93%E5%88%B6\"><\/span>\u5c0e\u5165\u652f\u63f4\u30fb\u904b\u7528\u30b5\u30dd\u30fc\u30c8\u4f53\u5236<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u306f\u9ad8\u5ea6\u306a\u8a2d\u8a08\u3084\u30c7\u30fc\u30bf\u6574\u7406\u304c\u6c42\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u5c0e\u5165\u6642\u306e\u652f\u63f4\u4f53\u5236\u304c\u6574\u3063\u3066\u3044\u308b\u304b\u306f\u91cd\u8981\u306a\u8a55\u4fa1\u8ef8\u3067\u3059\u3002<\/p>\n\n\n\n<p>PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u304b\u3089\u8981\u4ef6\u5b9a\u7fa9\u3001UI\u8a2d\u8a08\u3001\u30c7\u30fc\u30bf\u63a5\u7d9a\u8a2d\u5b9a\u3001\u904b\u7528\u4e2d\u306e\u6539\u5584\u63d0\u6848\u307e\u3067\u4e00\u8cab\u3057\u3066\u652f\u63f4\u3057\u3066\u304f\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308c\u3070\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u62c5\u5f53\u8005\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5c0e\u5165\u3092\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u306b\u5165\u3063\u3066\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u6539\u5584\u652f\u63f4\u306e\u6709\u7121\u3082\u3001\u7d99\u7d9a\u6d3b\u7528\u306b\u5927\u304d\u304f\u5f71\u97ff\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30dd\u30fc\u30c8\u5185\u5bb9\u3092\u6bd4\u8f03\u3057\u3001\u81ea\u793e\u306e\u4f53\u5236\u3067\u7121\u7406\u306a\u304f\u904b\u7528\u3067\u304d\u308b\u304b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n    <div class=\"bizitora-diagnose-me\">\n      <pre style=\"display: none;\">{\"version\":\"v2\",\"category\":{\"id\":\"0c38f3e9-664f-410a-aa0e-3df4c559627b\",\"name\":\"RAG\\u69cb\\u7bc9\",\"slug\":\"generative-rag\",\"tn_level\":3,\"tn_order\":140,\"root_pk\":\"868e2203-3576-42ca-bcb0-51fbda889b35\",\"parent_pk\":\"005d8ba8-334b-4182-a3f0-9799e8244053\",\"siblings_pks\":[\"1a8224c4-b042-46c9-8e43-db1a8c6e7a8a\",\"51956d91-d0f1-4a4b-ab0e-4b857e38c64d\",\"73ce5e04-27bb-4633-915e-d9f0f0e0f923\",\"7658212b-833e-41d2-af53-622ab4838c55\",\"0fb99cdd-610a-4e26-8f74-f564d74e3bab\",\"9e01867a-4b63-4c12-8c23-a58108225487\",\"13db8ba5-9263-43bf-bb34-b25486585a2d\",\"4c376eaf-19f9-431c-b157-882d77ae5c31\"],\"canonical_url\":\"\"},\"extended_widget_opts_block\":{},\"extended_widget_opts\":{},\"extended_widget_opts_state\":\"\",\"extended_widget_opts_clientid\":\"\",\"dateUpdated\":\"\"}<\/pre>\n      <div class=\"wp-block-inner-blocks\"><\/div>\n    <\/div>\n    \n\n\n<h2 class=\"wp-block-heading\" id=\"i-32\"><span class=\"ez-toc-section\" id=\"RAG%E6%A7%8B%E7%AF%89%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%81%AE%E8%B2%BB%E7%94%A8%E7%9B%B8%E5%A0%B4\"><\/span>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306e\u8cbb\u7528\u76f8\u5834<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u3092\u691c\u8a0e\u3059\u308b\u969b\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u6c17\u306b\u3059\u308b\u306e\u304c\u300c\u521d\u671f\u8cbb\u7528\u3084\u6708\u984d\u8cbb\u7528\u306f\u3069\u306e\u7a0b\u5ea6\u304b\u304b\u308b\u306e\u304b\u300d\u300c\u81ea\u793e\u306e\u4e88\u7b97\u306b\u898b\u5408\u3046\u30b5\u30fc\u30d3\u30b9\u304c\u3042\u308b\u306e\u304b\u300d\u3068\u3044\u3046\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u8cbb\u7528\u306f\u5c0e\u5165\u7bc4\u56f2\u3084\u30c7\u30fc\u30bf\u9023\u643a\u306e\u8907\u96d1\u3055\u3001\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308b\u305f\u3081\u3001\u5358\u7d14\u306a\u6bd4\u8f03\u306f\u96e3\u3057\u3044\u306e\u304c\u5b9f\u60c5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u4e00\u822c\u7684\u306a\u8cbb\u7528\u30ec\u30f3\u30b8\u3084\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u8003\u3048\u65b9\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u306e\u305f\u3081\u306e\u4ea4\u6e09\u30dd\u30a4\u30f3\u30c8\u306b\u3064\u3044\u3066\u5177\u4f53\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e88\u7b97\u7b56\u5b9a\u3084\u793e\u5185\u7a1f\u8b70\u306e\u53c2\u8003\u3068\u3057\u3066\u3001\u73fe\u5b9f\u7684\u306a\u4fa1\u683c\u611f\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-33\"><span class=\"ez-toc-section\" id=\"%E5%88%9D%E6%9C%9F%E8%B2%BB%E7%94%A8%E3%83%BB%E6%9C%88%E9%A1%8D%E8%B2%BB%E7%94%A8%E3%81%AE%E4%B8%80%E8%88%AC%E7%9A%84%E3%83%AC%E3%83%B3%E3%82%B8\"><\/span>\u521d\u671f\u8cbb\u7528\u30fb\u6708\u984d\u8cbb\u7528\u306e\u4e00\u822c\u7684\u30ec\u30f3\u30b8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306e\u8cbb\u7528\u306f\u3001\u5c0e\u5165\u898f\u6a21\u3084\u8981\u4ef6\u306b\u3088\u3063\u3066\u5e45\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u521d\u671f\u8cbb\u7528\u306f50\u301c300\u4e07\u5186\u3001\u6708\u984d\u8cbb\u7528\u306f10\u301c100\u4e07\u5186\u524d\u5f8c\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u3084\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u69cb\u7bc9\u306b\u7559\u307e\u308b\u5834\u5408\u306f\u3001\u6bd4\u8f03\u7684\u4f4e\u4fa1\u683c\u3067\u6e08\u307f\u307e\u3059\u304c\u3001\u672c\u756a\u74b0\u5883\u3078\u306e\u5c0e\u5165\u3084\u8907\u6570\u90e8\u9580\u3067\u306e\u5229\u7528\u3092\u60f3\u5b9a\u3057\u305f\u5834\u5408\u306f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u8cbb\u7528\u304c\u52a0\u7b97\u3055\u308c\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001\u6599\u91d1\u4f53\u7cfb\u306b\u306f\u300c\u30e6\u30fc\u30b6\u30fc\u6570\u30d9\u30fc\u30b9\u300d\u300cAPI\u547c\u3073\u51fa\u3057\u6570\u30d9\u30fc\u30b9\u300d\u306a\u3069\u3082\u3042\u308a\u3001\u81ea\u793e\u306e\u5229\u7528\u65b9\u6cd5\u306b\u5408\u3063\u305f\u30d7\u30e9\u30f3\u9078\u3073\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4fa1\u683c\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u5c06\u6765\u7684\u306a\u6d3b\u7528\u7bc4\u56f2\u3068\u3042\u308f\u305b\u3066\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-34\"><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%82%B9%E3%83%88%E5%89%8A%E6%B8%9B%E3%81%AE%E8%A6%8B%E7%A9%8D%E3%82%82%E3%82%8A%E3%83%BB%E5%A5%91%E7%B4%84%E4%BA%A4%E6%B8%89%E8%A1%93\"><\/span>\u30b3\u30b9\u30c8\u524a\u6e1b\u306e\u898b\u7a4d\u3082\u308a\u30fb\u5951\u7d04\u4ea4\u6e09\u8853<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306e\u8cbb\u7528\u3092\u6291\u3048\u308b\u306b\u306f\u3001\u5c0e\u5165\u76ee\u7684\u3092\u660e\u78ba\u306b\u3057\u3001\u521d\u671f\u6bb5\u968e\u3067\u306f\u5fc5\u8981\u6700\u4f4e\u9650\u306e\u6a5f\u80fd\u306b\u7d5e\u3063\u305f\u898b\u7a4d\u3082\u308a\u3092\u4f9d\u983c\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u5168\u793e\u5c55\u958b\u3092\u524d\u63d0\u306b\u305b\u305a\u3001\u4e00\u90e8\u90e8\u9580\u304b\u3089\u6bb5\u968e\u7684\u306b\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001PoC\u6210\u679c\u3092\u6d3b\u7528\u3057\u305f\u4fa1\u683c\u4ea4\u6e09\u306b\u3064\u306a\u3052\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u5951\u7d04\u671f\u9593\u3084\u6210\u679c\u7269\u306e\u7bc4\u56f2\u306b\u3088\u3063\u3066\u306f\u3001\u5272\u5f15\u6761\u4ef6\u3092\u5f15\u304d\u51fa\u305b\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8907\u6570\u793e\u304b\u3089\u63d0\u6848\u3092\u53d6\u308a\u3001\u5c0e\u5165\u5f8c\u306e\u4fdd\u5b88\u30fb\u6539\u5584\u63d0\u6848\u306e\u6709\u7121\u307e\u3067\u542b\u3081\u3066\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3001\u7dcf\u30b3\u30b9\u30c8\u3092\u6700\u9069\u5316\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-35\"><span class=\"ez-toc-section\" id=\"RAG%E6%A7%8B%E7%AF%89%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E5%B0%8E%E5%85%A5%E3%82%B9%E3%83%86%E3%83%83%E3%83%97%E3%81%A8%E6%9C%9F%E9%96%93%E3%81%AE%E7%9B%AE%E5%AE%89\"><\/span>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7\u3068\u671f\u9593\u306e\u76ee\u5b89<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u3092\u691c\u8a0e\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u3001\u300c\u3069\u306e\u3088\u3046\u306a\u624b\u9806\u3067\u5c0e\u5165\u304c\u9032\u3080\u306e\u304b\u300d\u300c\u672c\u7a3c\u50cd\u307e\u3067\u306b\u3069\u308c\u304f\u3089\u3044\u306e\u671f\u9593\u304c\u304b\u304b\u308b\u306e\u304b\u300d\u306f\u591a\u304f\u306e\u62c5\u5f53\u8005\u304c\u6c17\u306b\u306a\u308b\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7acb\u5834\u3067\u306f\u3001\u6280\u8853\u7684\u306a\u5de5\u7a0b\u3084\u793e\u5185\u306e\u5dfb\u304d\u8fbc\u307f\u65b9\u304c\u898b\u3048\u3065\u3089\u304f\u3001\u5c0e\u5165\u5224\u65ad\u306b\u8ff7\u3044\u304c\u751f\u3058\u304c\u3061\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u521d\u671f\u306e\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u3001\u672c\u756a\u74b0\u5883\u306e\u69cb\u7bc9\u3001\u904b\u7528\u958b\u59cb\u5f8c\u306e\u6539\u5584\u30d5\u30a7\u30fc\u30ba\u307e\u3067\u3092\u6bb5\u968e\u7684\u306b\u6574\u7406\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u671f\u9593\u76ee\u5b89\u3084\u6ce8\u610f\u70b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5168\u4f53\u50cf\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u3067\u3001\u793e\u5185\u8abf\u6574\u3084\u4e88\u7b97\u8a08\u753b\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u3081\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-36\"><span class=\"ez-toc-section\" id=\"%E8%A6%81%E4%BB%B6%E5%AE%9A%E7%BE%A9%E3%80%9CPoC%EF%BC%88%E6%A6%82%E5%BF%B5%E5%AE%9F%E8%A8%BC%EF%BC%89%E3%83%95%E3%82%A7%E3%83%BC%E3%82%BA\"><\/span>\u8981\u4ef6\u5b9a\u7fa9\u301cPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u30d5\u30a7\u30fc\u30ba<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>RAG\u69cb\u7bc9\u306e\u521d\u671f\u6bb5\u968e\u3067\u306f\u3001\u300c\u4f55\u3092\u76ee\u7684\u3068\u3057\u3001\u3069\u306e\u3088\u3046\u306a\u60c5\u5831\u3092AI\u306b\u7b54\u3048\u3055\u305b\u305f\u3044\u306e\u304b\u300d\u3092\u660e\u78ba\u306b\u3059\u308b\u8981\u4ef6\u5b9a\u7fa9\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u4e0a\u3067\u3001\u5c0f\u898f\u6a21\u306a\u74b0\u5883\u3067\u4eee\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3044\u3001\u5b9f\u969b\u306e\u56de\u7b54\u7cbe\u5ea6\u3084\u64cd\u4f5c\u611f\u3092\u691c\u8a3c\u3059\u308bPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6bb5\u968e\u3067\u300c\u671f\u5f85\u3057\u305f\u7cbe\u5ea6\u304c\u51fa\u308b\u304b\u300d\u300c\u65e2\u5b58\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u5408\u3046\u304b\u300d\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u3067\u3001\u4e0d\u8981\u306a\u6295\u8cc7\u30ea\u30b9\u30af\u3092\u907f\u3051\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b\u3001\u8907\u96d1\u306a\u696d\u52d9\u3084\u5927\u91cf\u306e\u793e\u5185\u6587\u66f8\u304c\u3042\u308b\u5834\u5408\u3001PoC\u306b\u3088\u3063\u3066\u8ab2\u984c\u306e\u6d17\u3044\u51fa\u3057\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7d50\u679c\u3092\u3082\u3068\u306b\u672c\u756a\u5c0e\u5165\u306e\u53ef\u5426\u3092\u5224\u65ad\u3059\u308b\u3001\u91cd\u8981\u306a\u30d5\u30a7\u30fc\u30ba\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-37\"><span class=\"ez-toc-section\" id=\"%E6%9C%AC%E7%95%AA%E7%92%B0%E5%A2%83%E6%A7%8B%E7%AF%89%E3%80%9C%E3%83%87%E3%83%BC%E3%82%BF%E5%8F%96%E3%82%8A%E8%BE%BC%E3%81%BF%E3%83%95%E3%82%A7%E3%83%BC%E3%82%BA\"><\/span>\u672c\u756a\u74b0\u5883\u69cb\u7bc9\u301c\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u30d5\u30a7\u30fc\u30ba<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>PoC\u3067\u52b9\u679c\u304c\u898b\u8fbc\u3081\u308b\u3068\u5224\u65ad\u3055\u308c\u305f\u5f8c\u306f\u3001\u672c\u756a\u74b0\u5883\u306e\u69cb\u7bc9\u3068\u30ca\u30ec\u30c3\u30b8\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u306b\u9032\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u56de\u7b54\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u3001\u6587\u66f8\u69cb\u9020\u306e\u6574\u5099\u3084\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u4e0e\u306a\u3069\u306e\u524d\u51e6\u7406\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3084UI\u8a2d\u8a08\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306e\u8a2d\u5b9a\u306a\u3069\u3001\u5b9f\u904b\u7528\u306b\u5411\u3051\u305f\u8abf\u6574\u3082\u540c\u6642\u306b\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u91cd\u8981\u306a\u306e\u306f\u3001\u300c\u8ab0\u304c\u30fb\u3044\u3064\u30fb\u3069\u306e\u60c5\u5831\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u304b\u300d\u3092\u660e\u78ba\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5de5\u7a0b\u3092\u4e01\u5be7\u306b\u9032\u3081\u308b\u3053\u3068\u3067\u3001\u696d\u52d9\u90e8\u9580\u306b\u3082\u5b89\u5fc3\u3057\u3066\u5c55\u958b\u3067\u304d\u308bRAG\u74b0\u5883\u304c\u6574\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-38\"><span class=\"ez-toc-section\" id=\"%E9%81%8B%E7%94%A8%E9%96%8B%E5%A7%8B%E5%BE%8C%E3%81%AE%E3%83%81%E3%83%A5%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0%E3%81%A8%E6%94%B9%E5%96%84\"><\/span>\u904b\u7528\u958b\u59cb\u5f8c\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u6539\u5584<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u904b\u7528\u958b\u59cb\u5f8c\u3082\u3001RAG\u306e\u7cbe\u5ea6\u3084\u4f7f\u3044\u3084\u3059\u3055\u306f\u7d99\u7d9a\u7684\u306a\u6539\u5584\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u691c\u7d22\u3057\u305f\u30ad\u30fc\u30ef\u30fc\u30c9\u3068AI\u306e\u56de\u7b54\u7cbe\u5ea6\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u30ed\u30b0\u5206\u6790\u3057\u3001\u30ca\u30ec\u30c3\u30b8\u8ffd\u52a0\u3084\u5206\u985e\u306e\u898b\u76f4\u3057\u3092\u884c\u3046\u3053\u3068\u3067\u6539\u5584\u304c\u56f3\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u73fe\u5834\u306e\u58f0\u3092\u53cd\u6620\u3057\u305fUI\u8abf\u6574\u3084\u56de\u7b54\u6587\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3082\u3001\u30e6\u30fc\u30b6\u30fc\u6e80\u8db3\u5ea6\u5411\u4e0a\u306b\u76f4\u7d50\u3059\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>RAG\u306f\u300c\u5c0e\u5165\u3057\u3066\u7d42\u308f\u308a\u300d\u3067\u306f\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306b\u80b2\u3066\u3066\u3044\u304f\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u793e\u5185\u4f53\u5236\u3084\u30d9\u30f3\u30c0\u30fc\u306e\u30b5\u30dd\u30fc\u30c8\u3082\u6d3b\u7528\u3057\u306a\u304c\u3089\u3001\u6bb5\u968e\u7684\u306b\u7cbe\u5ea6\u3092\u9ad8\u3081\u3066\u3044\u304f\u3053\u3068\u304c\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-39\"><span class=\"ez-toc-section\" id=\"RAG%E6%A7%8B%E7%AF%89%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E5%B0%8E%E5%85%A5%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6%E3%82%88%E3%81%8F%E3%81%82%E3%82%8B%E8%B3%AA%E5%95%8F\"><\/span>RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u5c0e\u5165\u306b\u3064\u3044\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div class=\"wp-block-sgb-faq\"><div class=\"sgb-faq-container\">\n<div class=\"wp-block-sgb-faq-item sgb-faq\"><h3 class=\"hh hhq\" id=\"i-40\"><span class=\"ez-toc-section\" id=\"%E5%B0%8E%E5%85%A5%E6%9C%9F%E9%96%93%E3%81%AF%E3%81%A9%E3%81%AE%E3%81%8F%E3%82%89%E3%81%84%EF%BC%9F\"><\/span>\u5c0e\u5165\u671f\u9593\u306f\u3069\u306e\u304f\u3089\u3044\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"hh hha\">RAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306e\u5c0e\u5165\u671f\u9593\u306f\u3001\u8981\u4ef6\u306e\u8907\u96d1\u3055\u3084\u9023\u643a\u7bc4\u56f2\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u4e00\u822c\u7684\u306b\u306f2\u301c3\u30ab\u6708\u7a0b\u5ea6\u304c\u76ee\u5b89\u3067\u3059\u3002PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306e\u307f\u3067\u3042\u308c\u30701\u30ab\u6708\u524d\u5f8c\u3001\u672c\u756a\u74b0\u5883\u307e\u3067\u542b\u3081\u308b\u30683\u30ab\u6708\u4ee5\u4e0a\u304b\u304b\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002\u696d\u52d9\u30d5\u30ed\u30fc\u306e\u6574\u7406\u3084\u30c7\u30fc\u30bf\u6574\u5099\u306b\u6642\u9593\u3092\u8981\u3059\u308b\u305f\u3081\u3001\u4f59\u88d5\u3092\u6301\u3063\u305f\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\u30d9\u30f3\u30c0\u30fc\u306b\u3088\u3063\u3066\u306f\u6bb5\u968e\u7684\u306a\u5c0e\u5165\u652f\u63f4\u3082\u53ef\u80fd\u306a\u305f\u3081\u3001\u65e9\u671f\u306e\u76f8\u8ac7\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/div><\/div>\n\n\n\n<div class=\"wp-block-sgb-faq-item\"><h3 class=\"hh hhq\" id=\"i-41\"><span class=\"ez-toc-section\" id=\"%E6%97%A2%E5%AD%98%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0%E9%80%A3%E6%90%BA%E3%81%AE%E5%8F%AF%E5%90%A6%E3%81%AF%EF%BC%9F\"><\/span>\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u306e\u53ef\u5426\u306f\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"hh hha\">\u591a\u304f\u306eRAG\u69cb\u7bc9\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u5171\u6709\u30b7\u30b9\u30c6\u30e0\u3084CRM\u3001FAQ\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u3068\u306e\u9023\u643a\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002API\u9023\u643a\u3084CSV\u53d6\u308a\u8fbc\u307f\u306b\u5bfe\u5fdc\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308c\u3070\u3001\u65e2\u5b58\u8cc7\u7523\u3092\u6d3b\u304b\u3057\u306a\u304c\u3089\u30b9\u30e0\u30fc\u30ba\u306b\u5c0e\u5165\u53ef\u80fd\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u9023\u643a\u53ef\u5426\u306f\u30b7\u30b9\u30c6\u30e0\u4ed5\u69d8\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u305f\u3081\u3001\u4e8b\u524d\u306e\u6280\u8853\u78ba\u8a8d\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u30d9\u30f3\u30c0\u30fc\u306b\u8981\u4ef6\u3092\u5171\u6709\u3057\u3001\u9023\u643a\u7bc4\u56f2\u3084\u958b\u767a\u30b3\u30b9\u30c8\u3082\u542b\u3081\u3066\u691c\u8a0e\u3057\u307e\u3057\u3087\u3046\u3002<\/div><\/div>\n\n\n\n<div class=\"wp-block-sgb-faq-item\"><h3 class=\"hh hhq\" id=\"i-42\"><span class=\"ez-toc-section\" id=\"%E7%A4%BE%E5%86%85%E3%81%ABAI%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%8C%E3%81%84%E3%81%AA%E3%81%8F%E3%81%A6%E3%82%82%E9%81%8B%E7%94%A8%E3%81%A7%E3%81%8D%E3%82%8B%EF%BC%9F\"><\/span>\u793e\u5185\u306bAI\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3044\u306a\u304f\u3066\u3082\u904b\u7528\u3067\u304d\u308b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3><div class=\"hh 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