{"id":2335,"date":"2026-08-04T16:40:47","date_gmt":"2026-08-04T07:40:47","guid":{"rendered":"https:\/\/archeco.co.jp\/ai-startup\/?p=2335"},"modified":"2026-09-19T00:43:16","modified_gmt":"2026-09-18T15:43:16","slug":"chatbot-build-classifier-first","status":"publish","type":"post","link":"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/04\/chatbot-build-classifier-first\/","title":{"rendered":"\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\uff5c4\u3064\u306e\u624b\u6bb5\u30687\u30b9\u30c6\u30c3\u30d7\u30fb\u9078\u3073\u65b9\u306e\u57fa\u6e96"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/01-chatbot-build-classifier-first-1.jpg-1024x571.jpg\" alt=\"\u300c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\uff5c4\u3064\u306e\u624b\u6bb5\u30687\u30b9\u30c6\u30c3\u30d7\u30fb\u9078\u3073\u65b9\u306e\u57fa\u6e96\u300d\u306e\u5168\u4f53\u50cf\u3092\u307e\u3068\u3081\u305f\u56f3\u89e3\uff5c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\u306e\u8a71\u3092\u3059\u308b\u524d\u306b\u3001\u305d\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u7d44\u307f\u8fbc\u307f\u305f\u304b\u3063\u305f\u30b5\u30fc\u30d3\u30b9\u306e\u8a71\u304b\u3089\u59cb\u3081\u307e\u3059\" class=\"wp-image-2346\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/01-chatbot-build-classifier-first-1.jpg-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/01-chatbot-build-classifier-first-1.jpg-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/01-chatbot-build-classifier-first-1.jpg-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/01-chatbot-build-classifier-first-1.jpg-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/01-chatbot-build-classifier-first-1.jpg-2048x1143.jpg 2048w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/01-chatbot-build-classifier-first-1.jpg-390x218.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/01-chatbot-build-classifier-first-1.jpg-820x458.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/01-chatbot-build-classifier-first-1.jpg-1180x659.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/01-chatbot-build-classifier-first-1.jpg-scaled.jpg 2560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\u306e\u8a71\u3092\u3059\u308b\u524d\u306b\u3001<strong>\u305d\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u7d44\u307f\u8fbc\u307f\u305f\u304b\u3063\u305f\u30b5\u30fc\u30d3\u30b9\u306e\u8a71<\/strong>\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\u3053\u3053\u3092\u98db\u3070\u3059\u3068\u3001\u3042\u3068\u306e\u8a71\u304c\u5168\u90e8\u307c\u3084\u3051\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u8a00\u3067\u8a00\u3046\u3068\u3001<strong>\u30db\u30c6\u30eb\u306b\u6cca\u307e\u3063\u3066\u3044\u308b\u65c5\u884c\u8005\u304c\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u8377\u7269\u306e\u914d\u9001\u3092\u7533\u3057\u8fbc\u3081\u308b\u30b5\u30fc\u30d3\u30b9<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u305c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u5165\u308c\u305f\u304b\u3063\u305f\u306e\u304b\u3068\u3044\u3046\u3068\u3001<strong>\u914d\u9001\u306e\u7533\u3057\u8fbc\u307f\u306f\u3001\u5165\u529b\u3059\u308b\u9805\u76ee\u304c\u3068\u306b\u304b\u304f\u591a\u3044<\/strong>\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u9001\u308a\u5148\u306e\u4f4f\u6240<br>\u2192 \u53d7\u53d6\u4eba\u306e\u6c0f\u540d\u3068\u9023\u7d61\u5148<br>\u2192 \u96c6\u8377\u306e\u65e5\u6642<br>\u2192 \u53d7\u3051\u6e21\u3057\u306e\u65e5\u6642<br>\u2192 \u8377\u7269\u306e\u500b\u6570\u3001\u30b5\u30a4\u30ba\u3001\u4e2d\u8eab\u306e\u7533\u544a<br>\u2192 \u652f\u6255\u3044\u65b9\u6cd5<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30d5\u30a9\u30fc\u30e0\u306b\u3059\u308b\u3068\u3001\u753b\u9762\u304c\u4f55\u679a\u306b\u3082\u306a\u308a\u307e\u3059\u3002<\/strong> 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class=\"wp-block-paragraph\">\u3053\u3053\u3067\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\u304c\u554f\u984c\u306b\u306a\u308a\u307e\u3059\u3002\u3072\u3068\u53e3\u306b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u8a00\u3063\u3066\u3082\u3001<strong>\u3042\u3089\u304b\u3058\u3081\u8cea\u554f\u3068\u7b54\u3048\u306e\u7d44\u3092\u7528\u610f\u3057\u3066\u304a\u304f\u65e7\u6765\u578b<\/strong>\u3068\u3001<strong>LLM\u3092\u4f7f\u3063\u305f\u81ea\u7531\u5ea6\u306e\u9ad8\u3044\u4f1a\u8a71\u578b<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3057\u3066\u5f8c\u8005\u304c\u4e3b\u6d41\u306b\u306a\u308a\u3064\u3064\u3042\u308b\u3002<strong>\u3060\u304b\u3089\u3001LLM\u30d9\u30fc\u30b9\u3067\u4f5c\u308a\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u3046\u3072\u3068\u3064\u3001\u524d\u63d0\u3092\u88dc\u8db3\u3057\u3066\u304a\u304d\u307e\u3059\u3002<strong>\u3044\u307e\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u4f1a\u8a71\u3060\u3051\u3092\u62c5\u5f53\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/strong> \u4f1a\u8a71\u3092\u3082\u3068\u306b\u3001\u5b9f\u969b\u306e\u624b\u7d9a\u304d\u307e\u3067\u5b9f\u884c\u3057\u307e\u3059\u3002\u6599\u91d1\u3092\u8a08\u7b97\u3057\u3001\u96c6\u8377\u67a0\u3092\u62bc\u3055\u3048\u3001\u6c7a\u6e08\u307e\u3067\u8d70\u3089\u305b\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u305d\u3053\u307e\u3067\u3084\u308b\u3082\u306e\u3092\u300c\u30c1\u30e3\u30c3\u30c8\u300d\u30dc\u30c3\u30c8\u3068\u547c\u3073\u7d9a\u3051\u308b\u306e\u306f\u3001\u305d\u306e\u3046\u3061\u7121\u7406\u304c\u51fa\u308b\u306e\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/strong> \u4f1a\u8a71\u306f\u5165\u53e3\u3067\u3001\u672c\u4f53\u306f\u624b\u7d9a\u304d\u306e\u5b9f\u884c\u3060\u304b\u3089\u3067\u3059\u3002\u3044\u307e\u306a\u3089<strong>\u30c1\u30e3\u30c3\u30c8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong>\u3068\u547c\u3093\u3060\u307b\u3046\u304c\u81ea\u7136\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u7f6e\u304d\u306f\u3055\u3066\u304a\u304d\u3001\u672c\u984c\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u308b\u306e\u306f\u3001\u9a5a\u304f\u307b\u3069\u7c21\u5358\u3067\u3057\u305f\u3002<strong>\u6570\u65e5\u3067\u52d5\u304d\u307e\u3059\u3002<\/strong> \u305d\u3057\u3066\u696d\u52d9\u306b\u8f09\u305b\u3066\u304b\u3089\u30012\u3064\u306e\u3053\u3068\u304c\u8d77\u304d\u307e\u3057\u305f\u3002<strong>\u3072\u3068\u3064\u306f\u4e8b\u6545\u3067\u3001\u3072\u3068\u3064\u306f\u8cbb\u7528\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u65e5\u306f\u3001\u305d\u306e2\u3064\u306b\u6c17\u3065\u3044\u3066\u304b\u3089\u4f55\u3092\u76f4\u3057\u305f\u304b\u3068\u3044\u3046\u8a71\u3092\u3057\u3066\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"three-systems-behind-it\" class=\"wp-block-heading\"><span id=\"%e2%91%a0-%e8%a3%8f%e5%81%b4%e3%81%a7%e3%81%af%e3%80%813%e3%81%a4%e3%81%ae%e3%82%b7%e3%82%b9%e3%83%86%e3%83%a0%e3%81%8c%e4%b8%a6%e3%82%93%e3%81%a7%e5%8b%95%e3%81%84%e3%81%a6%e3%81%84%e3%82%8b\">\u2460 \u88cf\u5074\u3067\u306f\u30013\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u4e26\u3093\u3067\u52d5\u3044\u3066\u3044\u308b<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-chatbot-build-classifier-first-1-1024x571.jpg\" alt=\"\u300c\u88cf\u5074\u3067\u306f\u30013\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u4e26\u3093\u3067\u52d5\u3044\u3066\u3044\u308b\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u65c5\u884c\u8005\u304b\u3089\u898b\u3048\u3066\u3044\u308b\u306e\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3060\u3051\u3067\u3059\" class=\"wp-image-2337\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-chatbot-build-classifier-first-1-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-chatbot-build-classifier-first-1-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-chatbot-build-classifier-first-1-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-chatbot-build-classifier-first-1-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-chatbot-build-classifier-first-1-2048x1143.jpg 2048w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-chatbot-build-classifier-first-1-390x218.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-chatbot-build-classifier-first-1-820x458.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-chatbot-build-classifier-first-1-1180x659.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-chatbot-build-classifier-first-1-scaled.jpg 2560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile is-vertically-aligned-center\" style=\"grid-template-columns:32% auto;border:1px solid #e0e0e0;border-radius:10px;padding:14px;background:#fafafa;margin:1.6em 0\"><figure class=\"wp-block-media-text__media\"><a href=\"#one-case-at-midnight\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-1024x571.jpg\" alt=\"\" class=\"wp-image-2338 size-full\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-2048x1143.jpg 2048w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-390x218.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-820x458.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-1180x659.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-scaled.jpg 2560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><div class=\"wp-block-media-text__content\">\n\n<p class=\"wp-block-paragraph\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\u306e\u57fa\u672c\u3092\u3059\u3067\u306b\u3054\u5b58\u3058\u306e\u65b9\u306f\u3001<a href=\"#one-case-at-midnight\">\u2461 \u8a70\u307e\u308a\u306b\u6c17\u3065\u304f\u307e\u3067 \u2014 \u6df1\u591c\u306e1\u4ef6<\/a>\u304b\u3089\u8aad\u307f\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n<\/div><\/div>\n\n\n\n<h3 id=\"%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%81%a8%e3%81%af\" class=\"wp-block-heading\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u306f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u306f\u3001<strong>\u30c1\u30e3\u30c3\u30c8\u5f62\u5f0f\u306e\u753b\u9762\u3067\u3001\u4eba\u306e\u5165\u529b\u306b\u5bfe\u3057\u3066\u81ea\u52d5\u3067\u5fdc\u7b54\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0<\/strong>\u3067\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u306e\u4e00\u6b21\u5bfe\u5fdc\u3001\u793e\u5185\u306e\u624b\u7d9a\u304d\u6848\u5185\u3001\u7533\u3057\u8fbc\u307f\u306e\u53d7\u4ed8\u306a\u3069\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3044\u307e\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u4f1a\u8a71\u3060\u3051\u3092\u62c5\u5f53\u3057\u3066\u3044\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/strong>\u4f1a\u8a71\u306e\u5185\u5bb9\u3092\u3082\u3068\u306b\u3001\u6599\u91d1\u3092\u8a08\u7b97\u3059\u308b\u3001\u67a0\u3092\u62bc\u3055\u3048\u308b\u3001\u6c7a\u6e08\u3092\u9032\u3081\u308b\u3068\u3044\u3063\u305f<strong>\u624b\u7d9a\u304d\u306e\u5b9f\u884c\u307e\u3067\u53d7\u3051\u6301\u3064<\/strong>\u3082\u306e\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u4f5c\u308a\u65b9\u3092\u9078\u3076\u3068\u304d\u306f\u3001\u300c\u4f1a\u8a71\u3060\u3051\u304b\u3001\u624b\u7d9a\u304d\u307e\u3067\u304b\u300d\u3092\u5148\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 id=\"%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%81%ae%e7%a8%ae%e9%a1%9e%ef%bc%88ai%e5%9e%8b%e3%81%a8%e3%82%b7%e3%83%8a%e3%83%aa%e3%82%aa%e5%9e%8b%ef%bc%89\" class=\"wp-block-heading\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u7a2e\u985e\uff08AI\u578b\u3068\u30b7\u30ca\u30ea\u30aa\u578b\uff09<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><\/th><th>\u5fdc\u7b54\u306e\u3057\u304b\u305f<\/th><th>\u5f97\u610f\u306a\u3053\u3068<\/th><th>\u82e6\u624b\u306a\u3053\u3068<\/th><\/tr><\/thead><tbody><tr><td><strong>\u30b7\u30ca\u30ea\u30aa\u578b\uff08\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\uff09<\/strong><\/td><td>\u3042\u3089\u304b\u3058\u3081\u7528\u610f\u3057\u305f\u8cea\u554f\u3068\u7b54\u3048\u306e\u7d44\u3001\u9078\u629e\u80a2\u306e\u5206\u5c90<\/td><td><strong>\u7b54\u3048\u304c\u5fc5\u305a\u6c7a\u307e\u3063\u3066\u3044\u308b<\/strong>\u3002\u60f3\u5b9a\u5916\u3092\u8fd4\u3055\u306a\u3044<\/td><td>\u66f8\u3044\u3066\u3044\u306a\u3044\u805e\u304d\u65b9\u306b\u7b54\u3048\u3089\u308c\u306a\u3044<\/td><\/tr><tr><td><strong>AI\u578b\uff08LLM\uff09<\/strong><\/td><td>\u6587\u7ae0\u3092\u89e3\u91c8\u3057\u3066\u3001\u305d\u306e\u5834\u3067\u7b54\u3048\u3092\u4f5c\u308b<\/td><td><strong>\u8a00\u3044\u56de\u3057\u306e\u3070\u3089\u3064\u304d\u306b\u5f37\u3044<\/strong><\/td><td><strong>\u6bce\u56de\u540c\u3058\u7b54\u3048\u3068\u306f\u9650\u3089\u306a\u3044<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3069\u3061\u3089\u304b\u4e00\u65b9\u3067\u4f5c\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong>\u7b54\u3048\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u554f\u3044\u5408\u308f\u305b\u306f\u30b7\u30ca\u30ea\u30aa\u578b\u3001\u3070\u3089\u3064\u304f\u554f\u3044\u5408\u308f\u305b\u306fAI\u578b\u3001\u3068\u3044\u3046\u5206\u3051\u65b9\u304c\u5b9f\u52d9\u3067\u306f\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e7%94%a8%e9%80%94%e3%81%a7%e8%a6%8b%e3%82%8b5%e3%81%a4%e3%81%ae%e5%9e%8b\" class=\"wp-block-heading\">\u7528\u9014\u3067\u898b\u308b5\u3064\u306e\u578b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>FAQ\u578b<\/strong> \u2014 \u3088\u304f\u3042\u308b\u554f\u3044\u5408\u308f\u305b\u306b\u7b54\u3048\u308b\u3002\u3082\u3063\u3068\u3082\u6570\u304c\u591a\u3044<\/li>\n\n<li><strong>\u51e6\u7406\u4ee3\u884c\u578b<\/strong> \u2014 \u7533\u3057\u8fbc\u307f\u3001\u4e88\u7d04\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u518d\u767a\u884c\u306a\u3069\u306e\u624b\u7d9a\u304d\u3092\u9032\u3081\u308b<\/li>\n\n<li><strong>\u8f9e\u66f8\u578b<\/strong> \u2014 \u767b\u9332\u6e08\u307f\u306e\u30c7\u30fc\u30bf\u304b\u3089\u3001\u6b63\u78ba\u306a\u5024\u3092\u8fd4\u3059\uff08\u578b\u756a\u3001\u6599\u91d1\u8868\uff09<\/li>\n\n<li><strong>\u914d\u4fe1\u578b<\/strong> \u2014 \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3084\u30a4\u30d9\u30f3\u30c8\u306e\u60c5\u5831\u3092\u3001\u3053\u3061\u3089\u304b\u3089\u9001\u308b<\/li>\n\n<li><strong>\u96d1\u8ac7\u578b<\/strong> \u2014 \u65e5\u5e38\u7684\u306a\u8a71\u984c\u306b\u5fdc\u7b54\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u306e5\u3064\u306f\u3001\u4f5c\u308a\u65b9\u306e\u96e3\u6613\u5ea6\u304c\u307e\u3063\u305f\u304f\u9055\u3044\u307e\u3059\u3002<\/strong>FAQ\u578b\u3068\u8f9e\u66f8\u578b\u306f\u7528\u610f\u3057\u305f\u7b54\u3048\u3092\u8fd4\u3059\u3060\u3051\u3067\u3059\u304c\u3001<strong>\u51e6\u7406\u4ee3\u884c\u578b\u306f\u5916\u90e8\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u969b\u306b\u52d5\u304b\u3059<\/strong>\u305f\u3081\u3001\u5931\u6557\u3057\u305f\u3068\u304d\u306e\u53d6\u308a\u6d88\u3057\u307e\u3067\u8a2d\u8a08\u304c\u8981\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e4%b8%bb%e3%81%aa%e6%b4%bb%e7%94%a8%e3%82%b7%e3%83%bc%e3%83%b3\" class=\"wp-block-heading\">\u4e3b\u306a\u6d3b\u7528\u30b7\u30fc\u30f3<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u4e00\u6b21\u5bfe\u5fdc<\/strong> \u2014 \u55b6\u696d\u6642\u9593\u5916\u3082\u305d\u306e\u5834\u3067\u8fd4\u308b<\/li>\n\n<li><strong>\u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b<\/strong> \u2014 \u60c5\u30b7\u30b9\u30fb\u7dcf\u52d9\u30fb\u4eba\u4e8b\u3078\u306e\u7e70\u308a\u8fd4\u3057\u306e\u8cea\u554f<\/li>\n\n<li><strong>\u7533\u3057\u8fbc\u307f\u30fb\u4e88\u7d04\u306e\u53d7\u4ed8<\/strong> \u2014 \u5165\u529b\u9805\u76ee\u304c\u591a\u3044\u30d5\u30a9\u30fc\u30e0\u306e\u4ee3\u308f\u308a<\/li>\n\n<li><strong>\u30b5\u30a4\u30c8\u5185\u306e\u6848\u5185<\/strong> \u2014 \u63a2\u3057\u3066\u3044\u308b\u60c5\u5831\u306e\u30da\u30fc\u30b8\u3078\u8a98\u5c0e\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5165\u529b\u9805\u76ee\u304c\u591a\u3044\u30d5\u30a9\u30fc\u30e0\u306e\u4ee3\u308f\u308a\u306b\u4f7f\u3046<\/strong>\u306e\u306f\u3001\u52b9\u679c\u304c\u898b\u3048\u3084\u3059\u3044\u4f7f\u3044\u65b9\u3067\u3059\u3002\u753b\u9762\u304c\u4f55\u679a\u306b\u3082\u306a\u308b\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u679a\u6570\u304c\u5897\u3048\u308b\u307b\u3069\u9014\u4e2d\u3067\u3084\u3081\u308b\u4eba\u304c\u5897\u3048\u307e\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u306a\u30891\u554f\u305a\u3064\u805e\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%81%ae%e4%bd%9c%e3%82%8a%e6%96%b9%e3%81%af%e5%a4%a7%e3%81%8d%e3%81%8f4%e7%a8%ae%e9%a1%9e\" class=\"wp-block-heading\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\u306f\u5927\u304d\u304f4\u7a2e\u985e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u308b\u624b\u6bb5\u306f\u3001\u6b21\u306e4\u3064\u306b\u5206\u304b\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u4f5c\u308a\u65b9<\/th><th>\u8981\u308b\u6280\u8853<\/th><th>\u5411\u3044\u3066\u3044\u308b\u7528\u9014<\/th><\/tr><\/thead><tbody><tr><td><strong>Excel\u306a\u3069\u306e\u8868\u8a08\u7b97<\/strong><\/td><td>\u307b\u307c\u4e0d\u8981<\/td><td>\u793e\u5185\u3067\u8a66\u3059\u7c21\u6613\u306aFAQ\u578b\u3002\u307e\u305a\u5f62\u3092\u898b\u305f\u3044\u3068\u304d<\/td><\/tr><tr><td><strong>\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb<\/strong><\/td><td>\u753b\u9762\u306e\u8a2d\u5b9a\u306e\u307f<\/td><td>FAQ\u578b\u30fb\u914d\u4fe1\u578b\u3002\u904b\u7528\u3082\u73fe\u5834\u3067\u56de\u3057\u305f\u3044\u3068\u304d<\/td><\/tr><tr><td><strong>API\u9023\u643a<\/strong><\/td><td>\u4e00\u90e8\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/td><td><strong>\u81ea\u793e\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u7e4b\u304e\u305f\u3044\u3068\u304d<\/strong><\/td><\/tr><tr><td><strong>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/strong><\/td><td>\u8a2d\u8a08\u304b\u3089\u5b9f\u88c5\u307e\u3067<\/td><td><strong>\u72ec\u81ea\u306e\u51e6\u7406\u3084\u3001\u624b\u7d9a\u304d\u306e\u5b9f\u884c\u307e\u3067\u6301\u305f\u305b\u305f\u3044\u3068\u304d<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4\u3064\u306f\u6392\u4ed6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong>\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u3067\u4f1a\u8a71\u306e\u5165\u53e3\u3092\u4f5c\u308a\u3001\u624b\u7d9a\u304d\u306e\u90e8\u5206\u3060\u3051API\u3067\u81ea\u793e\u30b7\u30b9\u30c6\u30e0\u306b\u7e4b\u3050\u3001\u3068\u3044\u3046\u7d44\u307f\u65b9\u304c\u5b9f\u52d9\u3067\u306f\u591a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e4%bd%9c%e3%82%8a%e6%96%b91%ef%bd%9cexcel%e3%81%aa%e3%81%a9%e3%81%ae%e8%a1%a8%e8%a8%88%e7%ae%97%e3%81%a7%e4%bd%9c%e3%82%8b\" class=\"wp-block-heading\">\u4f5c\u308a\u65b91\uff5cExcel\u306a\u3069\u306e\u8868\u8a08\u7b97\u3067\u4f5c\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8cea\u554f\u3068\u7b54\u3048\u306e\u7d44\u3092\u8868\u306b\u4e26\u3079\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u5f15\u304f\u5f62\u3067\u3059\u3002<strong>\u672c\u756a\u904b\u7528\u3068\u3044\u3046\u3088\u308a\u3001\u7b54\u3048\u306e\u4e2d\u8eab\u3092\u5148\u306b\u56fa\u3081\u308b\u7528\u9014\u3067\u4f7f\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u8ab0\u3067\u3082\u66f8\u3051\u3066\u3001\u3059\u3050\u76f4\u305b\u308b\u3053\u3068\u3002\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u540c\u6642\u306b\u591a\u304f\u306e\u4eba\u304c\u4f7f\u3048\u306a\u3044\u3053\u3068\u3068\u3001<strong>\u8a00\u3044\u56de\u3057\u306e\u3070\u3089\u3064\u304d\u306b\u4e00\u5207\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u3053\u3068<\/strong>\u3067\u3059\u3002\u3053\u3053\u3067\u4f5c\u3063\u305f\u8868\u306f\u3001\u5f8c\u3067\u3069\u306e\u624b\u6bb5\u306b\u79fb\u3063\u3066\u3082\u8cc7\u7523\u3068\u3057\u3066\u4f7f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e4%bd%9c%e3%82%8a%e6%96%b92%ef%bd%9c%e3%83%8e%e3%83%bc%e3%82%b3%e3%83%bc%e3%83%89%e3%83%84%e3%83%bc%e3%83%ab%e3%81%a7%e4%bd%9c%e3%82%8b\" class=\"wp-block-heading\">\u4f5c\u308a\u65b92\uff5c\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u3067\u4f5c\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u753b\u9762\u306e\u64cd\u4f5c\u3060\u3051\u3067\u3001\u4f1a\u8a71\u306e\u6d41\u308c\u3068\u56de\u7b54\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306f\u8981\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u7acb\u3061\u4e0a\u304c\u308a\u304c\u901f\u304f\u3001<strong>\u904b\u7528\u306e\u62c5\u5f53\u8005\u304c\u81ea\u5206\u3067\u76f4\u305b\u308b\u3053\u3068<\/strong>\u3002\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\u3001<strong>\u30c4\u30fc\u30eb\u304c\u7528\u610f\u3057\u3066\u3044\u306a\u3044\u9023\u643a\u304c\u3067\u304d\u306a\u3044\u3053\u3068<\/strong>\u3068\u3001\u4ef6\u6570\u3084\u6a5f\u80fd\u306b\u4e0a\u9650\u304c\u3042\u308b\u3053\u3068\u3067\u3059\u3002\u7121\u6599\u67a0\u304b\u3089\u59cb\u3081\u308b\u5834\u5408\u306f\u3001\u4e0a\u9650\u306b\u5f53\u305f\u3063\u305f\u3068\u304d\u306e\u79fb\u884c\u5148\u3092\u5148\u306b\u898b\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 id=\"%e4%bd%9c%e3%82%8a%e6%96%b93%ef%bd%9capi%e3%82%92%e7%b5%84%e3%81%bf%e5%90%88%e3%82%8f%e3%81%9b%e3%81%a6%e4%bd%9c%e3%82%8b\" class=\"wp-block-heading\">\u4f5c\u308a\u65b93\uff5cAPI\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f5c\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u306eAPI\u3084\u3001\u30c1\u30e3\u30c3\u30c8\u57fa\u76e4\u306eAPI\u3092\u547c\u3073\u51fa\u3057\u3066\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002<strong>\u81ea\u793e\u306e\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3084\u6c7a\u6e08\u3068\u7e4b\u3050\u306a\u3089\u3001\u3053\u306e\u6bb5\u968e\u304b\u3089\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u65e2\u5b58\u306e\u4ed5\u7d44\u307f\u306b\u8f09\u305b\u3089\u308c\u308b\u3053\u3068\u3002\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\u3001<strong>\u7e4b\u3050\u5148\u304c\u5897\u3048\u308b\u307b\u3069\u4f5c\u696d\u91cf\u304c\u5897\u3048\u308b<\/strong>\u3053\u3068\u3067\u3059\u3002\u898b\u7a4d\u3082\u308a\u304c\u3076\u308c\u308b\u306e\u306f\u3001\u307b\u307c\u3053\u306e\u9023\u643a\u306e\u672c\u6570\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e4%bd%9c%e3%82%8a%e6%96%b94%ef%bd%9c%e3%83%97%e3%83%ad%e3%82%b0%e3%83%a9%e3%83%9f%e3%83%b3%e3%82%b0%e3%81%a7%e4%bd%9c%e3%82%8b\" class=\"wp-block-heading\">\u4f5c\u308a\u65b94\uff5c\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u4f5c\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a00\u8a9e\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u9078\u3073\u3001\u4f1a\u8a71\u306e\u5236\u5fa1\u304b\u3089\u5b9f\u88c5\u3057\u307e\u3059\u3002Python\u304c\u3088\u304f\u4f7f\u308f\u308c\u308b\u306e\u306f\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u60c5\u5831\u304c\u591a\u3044\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u3084\u308a\u305f\u3044\u3053\u3068\u306b\u5236\u9650\u304c\u7121\u3044\u3053\u3068\u3002\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\u3001<strong>\u4f5c\u3063\u305f\u5f8c\u306e\u4fdd\u5b88\u3092\u81ea\u793e\u3067\u6301\u3061\u7d9a\u3051\u308b\u3053\u3068<\/strong>\u3067\u3059\u3002<strong>\u4f5c\u308b\u8cbb\u7528\u3088\u308a\u3001\u52d5\u304b\u3057\u7d9a\u3051\u308b\u8cbb\u7528\u306e\u307b\u3046\u304c\u5f8c\u304b\u3089\u52b9\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"4%e3%81%a4%e3%81%ae%e4%bd%9c%e3%82%8a%e6%96%b9%e3%82%92%e3%81%a9%e3%81%86%e9%81%b8%e3%81%b6%e3%81%8b\" class=\"wp-block-heading\">4\u3064\u306e\u4f5c\u308a\u65b9\u3092\u3069\u3046\u9078\u3076\u304b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5224\u65ad\u306e\u6750\u6599\u306f4\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f1a\u8a71\u3060\u3051\u304b\u3001\u624b\u7d9a\u304d\u306e\u5b9f\u884c\u307e\u3067\u304b<\/strong> \u2014 \u5b9f\u884c\u307e\u3067\u6301\u305f\u305b\u308b\u306a\u3089API\u304b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/li>\n\n<li><strong>\u81ea\u793e\u30b7\u30b9\u30c6\u30e0\u3068\u7e4b\u3050\u5fc5\u8981\u304c\u3042\u308b\u304b<\/strong> \u2014 \u7e4b\u3050\u306a\u3089\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u306f\u5c4a\u304b\u306a\u3044\u3053\u3068\u304c\u3042\u308b<\/li>\n\n<li><strong>\u8ab0\u304c\u76f4\u3057\u7d9a\u3051\u308b\u304b<\/strong> \u2014 \u73fe\u5834\u304c\u76f4\u3059\u306a\u3089\u30ce\u30fc\u30b3\u30fc\u30c9\u3001\u958b\u767a\u30c1\u30fc\u30e0\u304c\u3044\u308b\u306a\u3089\u81ea\u4f5c<\/li>\n\n<li><strong>\u6b62\u307e\u3063\u305f\u3068\u304d\u306b\u3001\u4eba\u304c\u5f15\u304d\u53d6\u308c\u308b\u304b<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4\u3064\u76ee\u304c\u629c\u3051\u3084\u3059\u3044\u9805\u76ee\u3067\u3059\u3002<\/strong>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u5fc5\u305a\u7b54\u3048\u3089\u308c\u306a\u3044\u5834\u9762\u306b\u5f53\u305f\u308a\u307e\u3059\u3002<strong>\u305d\u306e\u3068\u304d\u306b\u4eba\u3078\u6e21\u3059\u7d4c\u8def\u3092\u3001\u4f5c\u308a\u65b9\u3092\u6c7a\u3081\u308b\u6bb5\u968e\u3067\u78ba\u4fdd\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u5f8c\u304b\u3089\u8db3\u3059\u3068\u3001\u4f1a\u8a71\u306e\u5c65\u6b74\u3092\u4eba\u304c\u8aad\u3081\u308b\u5f62\u306b\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u3084\u308a\u76f4\u3057\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e4%bd%9c%e3%82%8b%e5%89%8d%e3%81%ab%e6%b1%ba%e3%82%81%e3%81%a6%e3%81%8a%e3%81%8f%e3%81%93%e3%81%a8\" class=\"wp-block-heading\">\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u3066\u304a\u304f\u3053\u3068<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7740\u624b\u524d\u306b\u3001\u6b21\u306e5\u3064\u3092\u6587\u7ae0\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5c0e\u5165\u306e\u76ee\u7684<\/strong> \u2014 \u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u3092\u6e1b\u3089\u3059\u306e\u304b\u3001\u53d7\u4ed8\u309224\u6642\u9593\u306b\u3059\u308b\u306e\u304b<\/li>\n\n<li><strong>\u5bfe\u8c61\u306e\u8cea\u554f<\/strong> \u2014 \u5b9f\u969b\u306b\u6765\u3066\u3044\u308b\u8cea\u554f\u3092\u3001\u305d\u306e\u307e\u307e\u96c6\u3081\u308b<\/li>\n\n<li><strong>\u7b54\u3048\u306e\u51fa\u3069\u3053\u308d<\/strong> \u2014 \u3069\u306e\u8cc7\u6599\u30fb\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u5024\u3092\u6839\u62e0\u306b\u3059\u308b\u304b<\/li>\n\n<li><strong>\u904b\u7528\u306e\u62c5\u5f53<\/strong> \u2014 \u8ab0\u304c\u56de\u7b54\u3092\u76f4\u3057\u7d9a\u3051\u308b\u304b<\/li>\n\n<li><strong>\u4eba\u3078\u6e21\u3059\u6761\u4ef6<\/strong> \u2014 \u3069\u3046\u306a\u3063\u305f\u3089\u4eba\u306b\u4ee3\u308f\u308b\u304b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2\u3064\u76ee\u306f\u3001\u60f3\u50cf\u3067\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/strong>\u5b9f\u969b\u306b\u6765\u3066\u3044\u308b\u8cea\u554f\u3092\u305d\u306e\u307e\u307e\u96c6\u3081\u308b\u3068\u3001<strong>\u305d\u306e\u307e\u307e\u516c\u958b\u524d\u306e\u30c6\u30b9\u30c8\u9805\u76ee\u306b\u306a\u308a\u307e\u3059\u3002<\/strong>\u60f3\u50cf\u3067\u4f5c\u3063\u305f\u8cea\u554f\u306f\u3001\u7b54\u3048\u3084\u3059\u3044\u8cea\u554f\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%81%ae%e4%bd%9c%e3%82%8a%e6%96%b9%e3%81%ae%e6%89%8b%e9%a0%86%ef%bc%887%e3%82%b9%e3%83%86%e3%83%83%e3%83%97%ef%bc%89\" class=\"wp-block-heading\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\u306e\u624b\u9806\uff087\u30b9\u30c6\u30c3\u30d7\uff09<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th><\/th><th>\u3084\u308b\u3053\u3068<\/th><th>\u7d42\u308f\u3063\u305f\u3068\u8a00\u3048\u308b\u72b6\u614b<\/th><\/tr><\/thead><tbody><tr><td><strong>1. \u76ee\u7684\u3068\u5bfe\u8c61\u3092\u6c7a\u3081\u308b<\/strong><\/td><td>\u4f55\u3092\u6e1b\u3089\u3057\u305f\u3044\u304b\u3001\u3069\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u304b<\/td><td><strong>\u5b9f\u7269\u306e\u8cea\u554f\u304c\u4e00\u89a7\u306b\u306a\u3063\u3066\u3044\u308b<\/strong><\/td><\/tr><tr><td><strong>2. \u4f5c\u308a\u65b9\u3092\u9078\u3076<\/strong><\/td><td>4\u3064\u306e\u624b\u6bb5\u304b\u3089\u9078\u3076<\/td><td>\u9023\u643a\u3059\u308b\u5148\u306e\u672c\u6570\u304c\u5206\u304b\u3063\u3066\u3044\u308b<\/td><\/tr><tr><td><strong>3. \u4f1a\u8a71\u30d1\u30bf\u30fc\u30f3\u3092\u6d17\u3044\u51fa\u3059<\/strong><\/td><td>\u8cea\u554f\u3068\u7b54\u3048\u3001\u5206\u5c90\u3001\u4f8b\u5916<\/td><td>\u7b54\u3048\u3089\u308c\u306a\u3044\u5834\u5408\u306e\u6587\u9762\u3082\u6c7a\u307e\u3063\u3066\u3044\u308b<\/td><\/tr><tr><td><strong>4. \u7b54\u3048\u306e\u6839\u62e0\u3092\u6574\u3048\u308b<\/strong><\/td><td>\u8cc7\u6599\u306e\u6574\u7406\u3001\u30c7\u30fc\u30bf\u306e\u7528\u610f<\/td><td>\u53e4\u3044\u7248\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044<\/td><\/tr><tr><td><strong>5. \u4f5c\u3063\u3066\u52d5\u304b\u3059<\/strong><\/td><td>\u5b9f\u88c5\u30fb\u8a2d\u5b9a\u3068\u52d5\u4f5c\u78ba\u8a8d<\/td><td>1\u3067\u96c6\u3081\u305f\u8cea\u554f\u304c\u901a\u308b<\/td><\/tr><tr><td><strong>6. \u30c6\u30b9\u30c8\u3059\u308b<\/strong><\/td><td>\u95a2\u4fc2\u8005\u3067\u5b9f\u969b\u306b\u89e6\u308b<\/td><td><strong>\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u8cea\u554f\u304c\u8a18\u9332\u3055\u308c\u3066\u3044\u308b<\/strong><\/td><\/tr><tr><td><strong>7. \u516c\u958b\u3057\u3066\u904b\u7528\u3059\u308b<\/strong><\/td><td>\u52b9\u679c\u6e2c\u5b9a\u3068\u6539\u5584<\/td><td>\u76f4\u3059\u62c5\u5f53\u3068\u983b\u5ea6\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\u3067\u300c\u7b54\u3048\u3089\u308c\u306a\u3044\u5834\u5408\u306e\u6587\u9762\u300d\u3092\u6c7a\u3081\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u6c7a\u3081\u3066\u3044\u306a\u3044\u3068\u3001\u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f\u306b\u3082\u4f55\u304b\u3092\u7b54\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002<strong>\u6c88\u9ed9\u3088\u308a\u3001\u9593\u9055\u3063\u305f\u56de\u7b54\u306e\u307b\u3046\u304c\u5f8c\u59cb\u672b\u304c\u91cd\u304f\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"llm%e3%81%a7%e4%bd%9c%e3%82%8b%e5%a0%b4%e5%90%88%e3%81%ab%e5%a2%97%e3%81%88%e3%82%8b%e5%b7%a5%e7%a8%8b\" class=\"wp-block-heading\">LLM\u3067\u4f5c\u308b\u5834\u5408\u306b\u5897\u3048\u308b\u5de5\u7a0b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u578b\uff08LLM\uff09\u3067\u4f5c\u308b\u3068\u304d\u306f\u3001\u30b7\u30ca\u30ea\u30aa\u578b\u306b\u7121\u3044\u5de5\u7a0b\u304c3\u3064\u5897\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u793e\u30c7\u30fc\u30bf\u3092\u7b54\u3048\u3055\u305b\u308b\u4ed5\u7d44\u307f<\/strong> \u2014 \u8cc7\u6599\u3092\u691c\u7d22\u3057\u3066\u6e21\u3059\uff08RAG\uff09\u3002\u7528\u610f\u3057\u306a\u3044\u3068\u4e00\u822c\u8ad6\u3057\u304b\u8fd4\u3089\u306a\u3044<\/li>\n\n<li><strong>\u6307\u793a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u306e\u8a2d\u8a08<\/strong> \u2014 \u4f55\u3092\u7b54\u3048\u3066\u3088\u304f\u3001\u4f55\u3092\u7b54\u3048\u306a\u3044\u304b\u3092\u6307\u793a\u306b\u66f8\u304f<\/li>\n\n<li><strong>\u56de\u7b54\u7cbe\u5ea6\u306e\u691c\u8a3c<\/strong> \u2014 \u96c6\u3081\u305f\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u5408\u3063\u3066\u3044\u308b\u304b\u30921\u4ef6\u305a\u3064\u78ba\u8a8d\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\u3064\u76ee\u3092\u7701\u304f\u3068\u3001\u516c\u958b\u3057\u3066\u304b\u3089\u78ba\u8a8d\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/strong>AI\u578b\u306f\u3001\u9593\u9055\u3044\u3082\u540c\u3058\u8abf\u5b50\u3067\u8fd4\u3057\u307e\u3059\u3002<strong>\u6587\u9762\u3092\u898b\u305f\u3060\u3051\u3067\u306f\u3001\u5408\u3063\u3066\u3044\u308b\u3082\u306e\u3068\u5916\u308c\u3066\u3044\u308b\u3082\u306e\u304c\u533a\u5225\u3067\u304d\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e3%83%84%e3%83%bc%e3%83%ab%e3%82%92%e9%81%b8%e3%81%b6%e3%81%a8%e3%81%8d%e3%81%ae%e6%af%94%e8%bc%83%e3%83%9d%e3%82%a4%e3%83%b3%e3%83%88\" class=\"wp-block-heading\">\u30c4\u30fc\u30eb\u3092\u9078\u3076\u3068\u304d\u306e\u6bd4\u8f03\u30dd\u30a4\u30f3\u30c8<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u898b\u308b\u3068\u3053\u308d<\/th><th>\u306a\u305c\u52b9\u304f\u304b<\/th><\/tr><\/thead><tbody><tr><td><strong>\u81ea\u793e\u30c7\u30fc\u30bf\u3068\u306e\u9023\u643a\u306e\u3057\u3084\u3059\u3055<\/strong><\/td><td><strong>\u56de\u7b54\u306e\u8cea\u306f\u3001\u6e21\u305b\u308b\u8cc7\u6599\u3067\u6c7a\u307e\u308b<\/strong><\/td><\/tr><tr><td><strong>\u56de\u7b54\u3092\u76f4\u305b\u308b\u6a5f\u80fd\u304c\u3042\u308b\u304b<\/strong><\/td><td>\u516c\u958b\u5f8c\u306f\u76f4\u3057\u7d9a\u3051\u308b\u4f5c\u696d\u306e\u307b\u3046\u304c\u9577\u3044<\/td><\/tr><tr><td><strong>\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u8cea\u554f\u304c\u6b8b\u308b\u304b<\/strong><\/td><td>\u6539\u5584\u306e\u6750\u6599\u306f\u3001\u3053\u3053\u304b\u3089\u3057\u304b\u51fa\u3066\u3053\u306a\u3044<\/td><\/tr><tr><td><strong>\u4eba\u3078\u5f15\u304d\u7d99\u3052\u308b\u304b<\/strong><\/td><td>\u6709\u4eba\u5bfe\u5fdc\u3078\u306e\u5207\u308a\u66ff\u3048\u304c\u3067\u304d\u308b\u304b<\/td><\/tr><tr><td><strong>\u4e0a\u9650\u3068\u6599\u91d1\u306e\u5897\u3048\u65b9<\/strong><\/td><td>\u4ef6\u6570\u30fb\u5229\u7528\u8005\u6570\u304c\u5897\u3048\u305f\u3068\u304d\u306b\u3044\u304f\u3089\u306b\u306a\u308b\u304b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6a5f\u80fd\u306e\u4e00\u89a7\u3067\u306f\u5dee\u304c\u51fa\u307e\u305b\u3093\u3002<\/strong>\u5dee\u304c\u51fa\u308b\u306e\u306f1\u3064\u76ee\u3067\u3059\u3002\u30ab\u30bf\u30ed\u30b0\u306b\u8f09\u3063\u3066\u3044\u308b\u9023\u643a\u5148\u306e\u6570\u3067\u306f\u306a\u304f\u3001<strong>\u81ea\u793e\u304c\u3044\u307e\u4f7f\u3063\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u540d\u524d\u304c\u3042\u308b\u304b<\/strong>\u3067\u898b\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 id=\"%e7%84%a1%e6%96%99%e3%81%a7%e4%bd%9c%e3%82%8b%e6%96%b9%e6%b3%95%e3%81%a8%e3%80%81%e7%84%a1%e6%96%99%e6%9e%a0%e3%81%ae%e6%b3%a8%e6%84%8f%e7%82%b9\" class=\"wp-block-heading\">\u7121\u6599\u3067\u4f5c\u308b\u65b9\u6cd5\u3068\u3001\u7121\u6599\u67a0\u306e\u6ce8\u610f\u70b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7121\u6599\u30d7\u30e9\u30f3\u3084\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3092\u4f7f\u3048\u3070\u3001\u8cbb\u7528\u3092\u304b\u3051\u305a\u306b\u59cb\u3081\u3089\u308c\u307e\u3059\u3002\u5f62\u3092\u898b\u3066\u793e\u5185\u3067\u5408\u610f\u3092\u53d6\u308b\u6bb5\u968e\u3067\u306f\u3001\u6709\u52b9\u306a\u9078\u629e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6ce8\u610f\u3059\u308b\u306e\u306f3\u70b9\u3067\u3059\u3002<\/strong>\u4ef6\u6570\u3084\u5229\u7528\u8005\u6570\u306e\u4e0a\u9650\u3001<strong>\u5165\u529b\u3057\u305f\u5185\u5bb9\u304c\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u308b\u8a2d\u5b9a\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b<\/strong>\u3001\u305d\u3057\u3066\u6709\u6599\u306b\u79fb\u308b\u3068\u304d\u306b\u4f5c\u3063\u305f\u3082\u306e\u3092\u5f15\u304d\u7d99\u3052\u308b\u304b\u3002\u5f15\u304d\u7d99\u3052\u306a\u3044\u30c4\u30fc\u30eb\u3067\u4f5c\u308a\u8fbc\u3080\u3068\u3001\u79fb\u884c\u304c\u305d\u306e\u307e\u307e\u4f5c\u308a\u76f4\u3057\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e8%87%aa%e4%bd%9c%e3%81%99%e3%82%8b%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88\" class=\"wp-block-heading\">\u81ea\u4f5c\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u3084\u308a\u305f\u3044\u3053\u3068\u306b\u5408\u308f\u305b\u3066\u4f5c\u308c\u308b<\/strong> \u2014 \u65e2\u88fd\u54c1\u306e\u6a5f\u80fd\u306b\u7e1b\u3089\u308c\u306a\u3044<\/li>\n\n<li><strong>\u4ed6\u306e\u7528\u9014\u306b\u5c55\u958b\u3067\u304d\u308b<\/strong> \u2014 \u4e00\u5ea6\u4f5c\u308c\u3070\u3001\u5225\u306e\u7a93\u53e3\u306b\u3082\u8f09\u305b\u3089\u308c\u308b<\/li>\n\n<li><strong>\u5229\u7528\u304c\u5897\u3048\u3066\u3082\u3001\u8cbb\u7528\u306e\u5897\u3048\u65b9\u3092\u81ea\u5206\u3067\u6c7a\u3081\u3089\u308c\u308b<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\u3064\u76ee\u306f\u898b\u843d\u3068\u3055\u308c\u304c\u3061\u3067\u3059\u3002<\/strong>\u65e2\u88fd\u54c1\u306f\u5229\u7528\u8005\u6570\u3084\u4ef6\u6570\u3067\u6599\u91d1\u304c\u4e0a\u304c\u308b\u5f62\u304c\u591a\u3044\u306e\u306b\u5bfe\u3057\u3001\u81ea\u4f5c\u306f<strong>\u51e6\u7406\u306e\u3057\u304b\u305f\u3092\u5909\u3048\u308b\u3053\u3068\u3067\u8cbb\u7528\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e8%87%aa%e4%bd%9c%e3%81%99%e3%82%8b%e3%83%87%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88\" class=\"wp-block-heading\">\u81ea\u4f5c\u3059\u308b\u30c7\u30e1\u30ea\u30c3\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u904b\u7528\u3068\u4fdd\u5b88\u3092\u3001\u81ea\u793e\u3067\u6301\u3061\u7d9a\u3051\u308b<\/strong><\/li>\n\n<li><strong>\u4f5c\u308c\u308b\u4eba\u304c\u8981\u308b<\/strong> \u2014 \u958b\u767a\u3068\u3001\u516c\u958b\u5f8c\u306b\u76f4\u3059\u4eba<\/li>\n\n<li><strong>\u5f62\u306b\u306a\u308b\u307e\u3067\u6642\u9593\u304c\u304b\u304b\u308b<\/strong><\/li>\n\n<li><strong>\u9ad8\u3044\u7cbe\u5ea6\u3092\u6c42\u3081\u308b\u307b\u3069\u96e3\u6613\u5ea6\u304c\u4e0a\u304c\u308b<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u81ea\u4f5c\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u4f5c\u308b\u8cbb\u7528\u3067\u306f\u306a\u304f\u300c\u76f4\u3057\u7d9a\u3051\u3089\u308c\u308b\u304b\u300d\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u516c\u958b\u5f8c\u306b\u76f4\u3059\u4eba\u304c\u3044\u306a\u3044\u81ea\u4f5c\u306f\u3001\u534a\u5e74\u3067\u4f7f\u308f\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%83%aa%e3%82%b9%e3%82%af1%ef%bd%9c%e8%aa%a4%e3%81%a3%e3%81%9f%e5%9b%9e%e7%ad%94%ef%bc%88%e3%83%8f%e3%83%ab%e3%82%b7%e3%83%8d%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3%ef%bc%89\" class=\"wp-block-heading\">\u30ea\u30b9\u30af1\uff5c\u8aa4\u3063\u305f\u56de\u7b54\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u578b\u3067\u306f\u3001\u6839\u62e0\u304c\u7121\u3044\u3068\u304d\u3082\u540c\u3058\u8abf\u5b50\u3067\u7b54\u3048\u307e\u3059\u3002\u6599\u91d1\u3001\u671f\u65e5\u3001\u6761\u4ef6\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u5024\u307b\u3069\u3001\u9593\u9055\u3044\u306e\u5f71\u97ff\u304c\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5bfe\u7b56\u306f\u3001\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u7b54\u3048\u3055\u305b\u308b\u7bc4\u56f2\u3092\u7d5e\u308b\u3053\u3068\u3067\u3059\u3002<\/strong>\u5024\u3092\u8fd4\u3059\u8cea\u554f\u306f\u3001\u6e21\u3057\u305f\u8cc7\u6599\u3084\u30b7\u30b9\u30c6\u30e0\u306e\u5024\u304b\u3089\u3057\u304b\u7b54\u3048\u3055\u305b\u306a\u3044\u3002<strong>\u8cc7\u6599\u306b\u7121\u3044\u3068\u304d\u306f\u300c\u5206\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u8fd4\u3059\u6587\u9762\u3092\u3001\u5148\u306b\u6c7a\u3081\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e3%83%aa%e3%82%b9%e3%82%af2%ef%bd%9c%e5%80%8b%e4%ba%ba%e6%83%85%e5%a0%b1%e3%83%bb%e6%a9%9f%e5%af%86%e6%83%85%e5%a0%b1%e3%81%a8%e4%b8%8d%e6%ad%a3%e3%82%a2%e3%82%af%e3%82%bb%e3%82%b9\" class=\"wp-block-heading\">\u30ea\u30b9\u30af2\uff5c\u500b\u4eba\u60c5\u5831\u30fb\u6a5f\u5bc6\u60c5\u5831\u3068\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c1\u30e3\u30c3\u30c8\u306b\u306f\u3001\u5229\u7528\u8005\u304c\u601d\u308f\u306c\u60c5\u5831\u3092\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002\u6c0f\u540d\u3001\u9023\u7d61\u5148\u3001\u6ce8\u6587\u756a\u53f7\u3001\u793e\u5185\u306e\u8cc7\u6599\u306e\u4e2d\u8eab\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4f1a\u8a71\u306e\u30ed\u30b0\u3092\u3069\u3053\u306b\u3001\u3069\u306e\u304f\u3089\u3044\u6b8b\u3059\u304b\u3092\u5148\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u3042\u308f\u305b\u3066\u3001\u5916\u90e8\u306eAPI\u3078\u9001\u308b\u5185\u5bb9\u304c<strong>\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044\u8a2d\u5b9a\u306b\u306a\u3063\u3066\u3044\u308b\u304b<\/strong>\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u624b\u7d9a\u304d\u307e\u3067\u5b9f\u884c\u3059\u308b\u30bf\u30a4\u30d7\u3067\u306f\u3001<strong>\u672c\u4eba\u78ba\u8a8d\u3092\u3069\u3053\u3067\u884c\u3046\u304b<\/strong>\u3082\u8a2d\u8a08\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%83%aa%e3%82%b9%e3%82%af3%ef%bd%9c%e8%a4%87%e9%9b%91%e3%81%aa%e5%af%be%e8%a9%b1%e3%81%ab%e3%81%af%e5%bf%9c%e7%ad%94%e3%81%a7%e3%81%8d%e3%81%aa%e3%81%84\" class=\"wp-block-heading\">\u30ea\u30b9\u30af3\uff5c\u8907\u96d1\u306a\u5bfe\u8a71\u306b\u306f\u5fdc\u7b54\u3067\u304d\u306a\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6761\u4ef6\u304c\u7d61\u307f\u5408\u3046\u76f8\u8ac7\u3084\u3001\u4f8b\u5916\u306e\u5224\u65ad\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3060\u3051\u3067\u306f\u51e6\u7406\u3057\u304d\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u300c\u3067\u304d\u306a\u3044\u3053\u3068\u300d\u3092\u5148\u306b\u6c7a\u3081\u3066\u3001\u305d\u3053\u3067\u4eba\u306b\u6e21\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u5168\u90e8\u306b\u7b54\u3048\u3055\u305b\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f\u306b\u3082\u4f55\u304b\u3092\u7b54\u3048\u308b\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e9%81%8b%e7%94%a8%e3%81%a8%e6%94%b9%e5%96%84%e3%81%ae%e3%81%97%e3%81%8b%e3%81%9f\" class=\"wp-block-heading\">\u904b\u7528\u3068\u6539\u5584\u306e\u3057\u304b\u305f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u62c5\u5f53\u8005\u3092\u6c7a\u3081\u308b<\/strong> \u2014 \u76f4\u3059\u4eba\u304c\u3044\u306a\u3044\u3068\u3001\u5185\u5bb9\u306f\u53e4\u304f\u306a\u308b\u4e00\u65b9<\/li>\n\n<li><strong>\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u8cea\u554f\u3092\u96c6\u3081\u308b<\/strong> \u2014 \u6539\u5584\u306e\u6750\u6599\u306f\u3053\u3053\u306b\u3057\u304b\u306a\u3044<\/li>\n\n<li><strong>\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3059\u308b<\/strong> \u2014 \u6599\u91d1\u3084\u624b\u7d9a\u304d\u304c\u5909\u308f\u3063\u305f\u3089\u3001\u305d\u306e\u65e5\u306b\u76f4\u3059<\/li>\n\n<li><strong>\u6709\u4eba\u5bfe\u5fdc\u3068\u4f75\u7528\u3059\u308b<\/strong> \u2014 \u6e21\u3059\u6761\u4ef6\u3092\u660e\u6587\u5316\u3059\u308b<\/li>\n\n<li><strong>\u52b9\u679c\u3092\u6e2c\u308b<\/strong> \u2014 \u554f\u3044\u5408\u308f\u305b\u304c\u4eba\u306b\u56de\u3063\u305f\u4ef6\u6570\u3067\u898b\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u52b9\u679c\u3092\u300c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u5fdc\u7b54\u3057\u305f\u4ef6\u6570\u300d\u3067\u6e2c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/strong>\u5fdc\u7b54\u4ef6\u6570\u306f\u516c\u958b\u76f4\u5f8c\u306b\u5fc5\u305a\u5897\u3048\u307e\u3059\u3002<strong>\u4eba\u3078\u56de\u3063\u305f\u4ef6\u6570\u304c\u6e1b\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u4f5c\u696d\u306e\u91cf\u306f\u5909\u308f\u3063\u3066\u3044\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"line%e3%83%bbslack%e3%81%aa%e3%81%a9%e5%a4%96%e9%83%a8%e3%83%84%e3%83%bc%e3%83%ab%e3%81%a8%e3%81%ae%e9%80%a3%e6%90%ba\" class=\"wp-block-heading\">LINE\u30fbSlack\u306a\u3069\u5916\u90e8\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u793e\u30b5\u30a4\u30c8\u306e\u4e2d\u3060\u3051\u3067\u306a\u304f\u3001\u5229\u7528\u8005\u304c\u3059\u3067\u306b\u4f7f\u3063\u3066\u3044\u308b\u30a2\u30d7\u30ea\u306e\u4e2d\u306b\u7f6e\u304f\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u793e\u5185\u5411\u3051\u306a\u3089Slack\u3084Teams\u3001\u9867\u5ba2\u5411\u3051\u306a\u3089LINE\u304c\u5178\u578b\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65b0\u3057\u3044\u753b\u9762\u30921\u3064\u5897\u3084\u3059\u3088\u308a\u3001\u3059\u3067\u306b\u6bce\u65e5\u958b\u3044\u3066\u3044\u308b\u3068\u3053\u308d\u306b\u7f6e\u304f\u307b\u3046\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002<\/strong>\u305f\u3060\u3057\u9023\u643a\u5148\u304c\u5897\u3048\u308b\u307b\u3069\u3001<strong>\u540c\u3058\u56de\u7b54\u3092\u8907\u6570\u306e\u7d4c\u8def\u3067\u4fdd\u5b88\u3059\u308b\u3053\u3068\u306b\u306a\u308b<\/strong>\u70b9\u306f\u898b\u8fbc\u3093\u3067\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 id=\"%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%81%ae%e4%bd%9c%e3%82%8a%e6%96%b9%e3%81%ab%e9%96%a2%e3%81%99%e3%82%8b%e3%82%88%e3%81%8f%e3%81%82%e3%82%8b%e8%b3%aa%e5%95%8f\" class=\"wp-block-heading\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u81ea\u4f5c\u3067\u304d\u307e\u3059\u304b\u3002<\/strong><br>\u3067\u304d\u307e\u3059\u3002Excel\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u3001API\u9023\u643a\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e4\u901a\u308a\u304c\u3042\u308a\u3001<strong>\u4f1a\u8a71\u3060\u3051\u306a\u3089\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u8db3\u308a\u307e\u3059\u3002<\/strong>\u624b\u7d9a\u304d\u306e\u5b9f\u884c\u3084\u81ea\u793e\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u307e\u3067\u6301\u305f\u305b\u308b\u306a\u3089\u3001API\u4ee5\u4e0a\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. \u30b7\u30ca\u30ea\u30aa\u578b\u3068AI\u578b\u306f\u3001\u3069\u3061\u3089\u3092\u9078\u3079\u3070\u3088\u3044\u3067\u3059\u304b\u3002<\/strong><br>\u7b54\u3048\u304c\u5fc5\u305a\u6c7a\u307e\u3063\u3066\u3044\u308b\u554f\u3044\u5408\u308f\u305b\u306f\u30b7\u30ca\u30ea\u30aa\u578b\u3001\u8a00\u3044\u56de\u3057\u304c\u3070\u3089\u3064\u304f\u554f\u3044\u5408\u308f\u305b\u306fAI\u578b\u3067\u3059\u3002<strong>1\u3064\u306e\u7a93\u53e3\u306e\u4e2d\u3067\u4e21\u65b9\u304c\u6df7\u3056\u308b\u306e\u304c\u666e\u901a\u306a\u306e\u3067\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3054\u3068\u306b\u5206\u3051\u3066\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. \u7121\u6599\u3067\u4f5c\u308c\u307e\u3059\u304b\u3002<\/strong><br>\u7121\u6599\u30d7\u30e9\u30f3\u3084\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u59cb\u3081\u3089\u308c\u307e\u3059\u3002\u305f\u3060\u3057<strong>\u4ef6\u6570\u306e\u4e0a\u9650\u3001\u5165\u529b\u5185\u5bb9\u304c\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044\u304b\u3001\u6709\u6599\u3078\u79fb\u308b\u3068\u304d\u306b\u5f15\u304d\u7d99\u3052\u308b\u304b<\/strong>\u306e3\u70b9\u3092\u5148\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. \u4f5c\u308b\u306e\u306b\u3069\u306e\u304f\u3089\u3044\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304b\u3002<\/strong><br>\u4f1a\u8a71\u3060\u3051\u306eFAQ\u578b\u306a\u3089\u6570\u65e5\u3067\u3082\u5f62\u306b\u306a\u308a\u307e\u3059\u3002<strong>\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u306f\u3001\u7e4b\u3050\u5148\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u672c\u6570\u3068\u3001\u7b54\u3048\u306e\u6839\u62e0\u306b\u306a\u308b\u8cc7\u6599\u3092\u6574\u3048\u308b\u5de5\u7a0b\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q. \u516c\u958b\u3057\u305f\u3042\u3068\u3001\u4f55\u3092\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b\u3002<\/strong><br><strong>\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u8cea\u554f\u3092\u96c6\u3081\u3066\u3001\u76f4\u3057\u7d9a\u3051\u3066\u304f\u3060\u3055\u3044\u3002<\/strong>\u52b9\u679c\u306f\u5fdc\u7b54\u4ef6\u6570\u3067\u306f\u306a\u304f\u3001\u4eba\u3078\u56de\u3063\u305f\u4ef6\u6570\u304c\u6e1b\u3063\u305f\u304b\u3067\u6e2c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65c5\u884c\u8005\u304b\u3089\u898b\u3048\u3066\u3044\u308b\u306e\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3060\u3051\u3067\u3059\u3002<strong>\u88cf\u5074\u3067\u306f3\u3064\u304c\u540c\u6642\u306b\u52d5\u3044\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u30c1\u30e3\u30c3\u30c8<\/strong> \u2014 \u65c5\u884c\u8005\u3068\u3084\u308a\u3068\u308a\u3057\u3001\u6599\u91d1\u3068\u96c6\u8377\u6642\u9593\u3092\u6c7a\u3081\u308b<br>\u2192 <strong>\u6c7a\u6e08<\/strong> \u2014 \u30ab\u30fc\u30c9\u306e\u5229\u7528\u67a0\u3092\u62bc\u3055\u3048\uff08\u4e0e\u4fe1\uff09\u3001\u6ce8\u6587\u304c\u78ba\u5b9a\u3057\u305f\u3089\u5b9f\u969b\u306b\u8acb\u6c42\u3059\u308b\u3002<strong>2\u6bb5\u968e<\/strong>\u3067\u3059<br>\u2192 <strong>\u696d\u52d9\u30b7\u30b9\u30c6\u30e0<\/strong> \u2014 \u904b\u55b6\u30b9\u30bf\u30c3\u30d5\u304c\u898b\u308b\u7ba1\u7406\u753b\u9762\u3002\u4eca\u65e5\u3069\u306e\u90e8\u5c4b\u304b\u3089\u4f55\u500b\u306e\u8377\u7269\u3092\u96c6\u8377\u3057\u3066\u3001\u3069\u3053\u3078\u9001\u308b\u306e\u304b\u3002<strong>\u305d\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u4eba\u304c\u52d5\u304d\u307e\u3059<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7533\u3057\u8fbc\u307f\u304c\u6210\u7acb\u3059\u308b\u3068\u3001\u3053\u306e3\u3064\u306b\u540c\u30581\u4ef6\u306e\u8a18\u9332\u304c\u4e26\u3073\u307e\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u306b\u4f1a\u8a71\u304c\u6b8b\u308a\u3001\u6c7a\u6e08\u306b\u4e0e\u4fe1\u304c\u7acb\u3061\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u6ce8\u6587\u304c\u7acb\u3064\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\u3064\u304c\u63c3\u3063\u3066\u3001\u306f\u3058\u3081\u3066\u53d6\u5f15\u304c\u6210\u7acb\u3057\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e6%a8%99%e6%ba%96%e6%a7%8b%e6%88%90%e3%81%a7%e4%bd%9c%e3%82%8b\" class=\"wp-block-heading\">\u6a19\u6e96\u69cb\u6210\u3067\u4f5c\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\u3092\u8abf\u3079\u308b\u3068\u3001\u51fa\u3066\u304f\u308b\u624b\u9806\u306f\u307b\u307c\u5171\u901a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 LLM\u306eAPI\u3092\u53d6\u5f97\u3059\u308b<br>\u2192 \u624b\u5143\u306e\u6587\u66f8\u3084\u30b5\u30fc\u30d3\u30b9\u60c5\u5831\u3092\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\uff08RAG\uff09<br>\u2192 \u4f1a\u8a71\u306e\u5165\u53e3\u3092\u4f5c\u308b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u69cb\u6210\u3068\u3057\u3066\u306f\u3053\u3046\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5229\u7528\u8005\u306e\u5165\u529b \u2192 \u30ad\u30fc\u30ef\u30fc\u30c9\u5224\u5b9a \u2192 LLM\uff08\u5916\u90e8API\uff09 \u2192 \u56de\u7b54\uff0f\u7533\u3057\u8fbc\u307f\u51e6\u7406<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u69cb\u6210\u3067\u4f5c\u3063\u305f\u3082\u306e\u306f\u3001\u304d\u3061\u3093\u3068\u52d5\u304d\u307e\u3057\u305f\u3002\u6570\u65e5\u3067\u7acb\u3061\u4e0a\u304c\u308a\u3001\u6599\u91d1\u3092\u7b54\u3048\u3001\u96c6\u8377\u6642\u9593\u3092\u6c7a\u3081\u3001\u6c7a\u6e08\u307e\u3067\u9032\u3080\u3002\u30c7\u30e2\u3082\u901a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u307e\u3067\u304c\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9\u306e\u6559\u79d1\u66f8\u3069\u304a\u308a\u306e\u6574\u7406\u3067\u3059\u3002\u578b\u3092\u9078\u3073\u3001\u624b\u6bb5\u3092\u9078\u3073\u3001\u4f1a\u8a71\u3092\u6d17\u3044\u51fa\u3057\u3001\u4f5c\u3063\u3066\u3001\u76f4\u3057\u7d9a\u3051\u308b\u3002\u624b\u9806\u3068\u3057\u3066\u306f\u3001\u3053\u308c\u3067\u63c3\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3053\u306e\u8a18\u4e8b\u306e\u5f8c\u534a\u3067\u6271\u3046\u306e\u306f\u3001\u3053\u306e\u6a19\u6e96\u69cb\u6210\u306e\u307e\u307e\u696d\u52d9\u306b\u8f09\u305b\u305f1\u4ef6\u3067\u3001\u516c\u958b\u5f8c\u306b\u8d77\u304d\u305f2\u3064\u306e\u3053\u3068\u3067\u3059\u3002<\/strong>\u3072\u3068\u3064\u306f\u4e8b\u6545\u3067\u3001\u3072\u3068\u3064\u306f\u8cbb\u7528\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<h2 id=\"one-case-at-midnight\" class=\"wp-block-heading\"><span id=\"%e2%91%a1-%e8%a9%b0%e3%81%be%e3%82%8a%e3%81%ab%e6%b0%97%e3%81%a5%e3%81%8f%e3%81%be%e3%81%a7-%e6%b7%b1%e5%a4%9c%e3%81%ae1%e4%bb%b6\">\u2461 \u8a70\u307e\u308a\u306b\u6c17\u3065\u304f\u307e\u3067 \u2014 \u6df1\u591c\u306e1\u4ef6<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-1024x571.jpg\" alt=\"\u300c\u8a70\u307e\u308a\u306b\u6c17\u3065\u304f\u307e\u3067 \u2014 \u6df1\u591c\u306e1\u4ef6\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u52d5\u304f\u3082\u306e\u304c\u3067\u304d\u305f\u306e\u3067\u3001\u5b9f\u969b\u306e\u696d\u52d9\u306b\u63a5\u7d9a\u3057\u307e\u3059\" class=\"wp-image-2338\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-2048x1143.jpg 2048w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-390x218.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-820x458.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-1180x659.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/03-chatbot-build-classifier-first-2-scaled.jpg 2560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u52d5\u304f\u3082\u306e\u304c\u3067\u304d\u305f\u306e\u3067\u3001\u5b9f\u969b\u306e\u696d\u52d9\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u521d\u306e\u7570\u5e38\u306f\u3001\u8b66\u544a\u3068\u3057\u3066\u73fe\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/strong> \u73fe\u308c\u305f\u306e\u306f\u30013\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u3042\u3044\u3060\u306e\u30ba\u30ec\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6df1\u591c\u3001<strong>\u6c7a\u6e08\u5074\u306b\u306f3\u4e07\u5186\u3092\u8d85\u3048\u308b\u4e0e\u4fe1\u304c1\u4ef6\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<\/strong> \u65c5\u884c\u8005\u306e\u30ab\u30fc\u30c9\u306e\u5229\u7528\u67a0\u304c\u3001\u305d\u306e\u91d1\u984d\u3076\u3093\u62bc\u3055\u3048\u3089\u308c\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u3053\u308d\u304c\u3001<strong>\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u6ce8\u6587\u4e00\u89a7\u306b\u3001\u305d\u306e1\u4ef6\u3060\u3051\u304c\u51fa\u3066\u304d\u307e\u305b\u3093\u3002<\/strong> \u524d\u5f8c\u306e\u6642\u9593\u5e2f\u306e\u6ce8\u6587\u306f\u3001\u666e\u901a\u306b\u4e26\u3093\u3067\u3044\u307e\u3059\u30021\u4ef6\u3060\u3051\u3001\u7121\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u96c6\u8377\u306b\u884c\u304f\u5148\u304c\u5206\u304b\u3089\u306a\u3044\u3002\u305d\u3082\u305d\u3082\u6ce8\u6587\u304c\u3042\u3063\u305f\u3053\u3068\u306b\u6c17\u3065\u3051\u306a\u3044\u3002<strong>\u65c5\u884c\u8005\u306f\u30ab\u30fc\u30c9\u3092\u62bc\u3055\u3048\u3089\u308c\u305f\u307e\u307e\u3001\u8377\u7269\u306f\u8ab0\u306b\u3082\u5f15\u304d\u53d6\u3089\u308c\u306a\u3044\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u521d\u306f\u8868\u793a\u306e\u4e0d\u5177\u5408\u3092\u7591\u3044\u307e\u3057\u305f\u3002\u6b21\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u6b21\u306b\u6a29\u9650\u3002<strong>\u3069\u308c\u3082\u9055\u3044\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3069\u308a\u7740\u3044\u305f\u7b54\u3048\u306f\u3001\u60f3\u5b9a\u3057\u3066\u3044\u305f\u3069\u306e\u4eee\u8aac\u3068\u3082\u9055\u3044\u307e\u3057\u305f\u3002<strong>\u305d\u306e\u6ce8\u6587\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u306eLLM\u7d4c\u7531\u3067\u4f5c\u6210\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u3057\u304b\u3082\u3001\u305d\u306e\u3068\u304d\u8377\u7269\u9810\u304b\u308a\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u4e0a\u306f\u53d7\u4ed8\u3092\u6b62\u3081\u3066\u3044\u305f\u306e\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u3001\u3053\u3046\u3044\u3046\u9806\u756a\u3067\u8d77\u304d\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u2460 \u8377\u7269\u9810\u304b\u308a\u306f\u3001<strong>\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u306f\u53d7\u4ed8\u3092\u9589\u3058\u3066\u3044\u305f<\/strong><br>\u2192 \u2461 \u305d\u308c\u3067\u3082\u65c5\u884c\u8005\u304c\u300c\u8377\u7269\u3092\u9810\u3051\u305f\u3044\u300d\u3068\u6253\u3063\u305f\u3002<strong>LLM\u306f\u3001\u826f\u304b\u308c\u3068\u601d\u3063\u3066\u6848\u5185\u3057\u305f<\/strong><br>\u2192 \u2462 \u8a71\u304c\u9032\u3093\u3067\u6c7a\u6e08\u307e\u3067\u5230\u9054\u3057\u3001<strong>\u30ab\u30fc\u30c9\u306e\u4e0e\u4fe1\u306f\u62bc\u3055\u3048\u3089\u308c\u305f<\/strong><br>\u2192 \u2463 \u3068\u3053\u308d\u304c\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u5074\u306f\u3001\u9589\u3058\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u6ce8\u6587\u3092\u53d7\u3051\u4ed8\u3051\u306a\u3044\u3002<strong>\u6ce8\u6587\u30ec\u30b3\u30fc\u30c9\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6c7a\u6e08\u3060\u3051\u304c\u6210\u7acb\u3057\u3066\u3001\u6ce8\u6587\u304c\u5b58\u5728\u3057\u306a\u3044\u3002<\/strong> \u5ba2\u306e\u30ab\u30fc\u30c9\u306f\u62bc\u3055\u3048\u3089\u308c\u3066\u3044\u308b\u306e\u306b\u3001\u904b\u55b6\u5074\u306e\u3069\u3053\u3092\u898b\u3066\u3082\u3001\u305d\u306e\u53d6\u5f15\u306e\u75d5\u8de1\u304c\u7121\u3044\u3002<strong>\u3044\u3061\u3070\u3093\u6c17\u6301\u3061\u306e\u60aa\u3044\u58ca\u308c\u65b9<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u6642\u70b9\u3067\u3001\u7591\u3044\u304c\u78ba\u4fe1\u306b\u5909\u308f\u308a\u307e\u3057\u305f\u3002<strong>LLM\u306f99.9%\u307e\u3067\u306a\u3089\u6301\u3063\u3066\u3044\u3051\u308b\u3002\u305f\u3060\u3057\u3001100%\u304c\u8981\u6c42\u3055\u308c\u308b\u51e6\u7406\u3067\u306f\u3001\u4e88\u671f\u3057\u306a\u3044\u52d5\u304d\u65b9\u3092\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7cbe\u5ea6\u306e\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong> 99.9%\u306f\u9054\u6210\u3067\u304d\u3066\u3044\u308b\u3002\u554f\u984c\u306f\u3001\u6b8b\u3063\u305f0.1%\u304c<strong>\u30a8\u30e9\u30fc\u3068\u3057\u3066\u98db\u3070\u306a\u3044\u5f62\u3067\u6b8b\u308b<\/strong>\u3053\u3068\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<h3 id=\"%e3%81%93%e3%81%ae1%e4%bb%b6%e3%81%af%e3%80%81%e7%9b%a3%e8%a6%96%e3%81%a7%e3%81%af%e8%a6%8b%e3%81%a4%e3%81%8b%e3%82%89%e3%81%aa%e3%81%84\" class=\"wp-block-heading\">\u3053\u306e1\u4ef6\u306f\u3001\u76e3\u8996\u3067\u306f\u898b\u3064\u304b\u3089\u306a\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u305c\u767a\u898b\u304c\u9045\u308c\u305f\u306e\u304b\u3068\u3044\u3046\u3068\u3001<strong>\u305d\u3082\u305d\u3082\u76e3\u8996\u306e\u5bfe\u8c61\u306b\u306a\u3063\u3066\u3044\u306a\u304b\u3063\u305f\u304b\u3089\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u4f8b\u5916\u306f\u51fa\u3066\u3044\u306a\u3044<br>\u2192 \u753b\u9762\u3082\u843d\u3061\u3066\u3044\u306a\u3044<br>\u2192 \u30ed\u30b0\u306b\u3082\u30a8\u30e9\u30fc\u304c\u7121\u3044<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u58ca\u308c\u305f\u3082\u306e\u3092\u63a2\u3059\u4ed5\u7d44\u307f\u306f\u3001\u5168\u90e8\u3059\u308a\u629c\u3051\u307e\u3059\u3002<\/strong> \u898b\u3064\u304b\u3063\u305f\u306e\u306f\u3001\u6c7a\u6e08\u306e\u660e\u7d30\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u6ce8\u6587\u4e00\u89a7\u3092\u3001\u4eba\u304c\u4e26\u3079\u3066\u7a81\u304d\u5408\u308f\u305b\u305f\u304b\u3089\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u300c\u7121\u3044\u3082\u306e\u3092\u6570\u3048\u308b\u300d\u4f5c\u696d\u3092\u3057\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u3053\u306e\u4e8b\u6545\u306f\u7fcc\u6708\u3082\u7fcc\u3005\u6708\u3082\u8d77\u304d\u7d9a\u3051\u3066\u3044\u305f<\/strong>\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"the-invoice-revealed-the-second\" class=\"wp-block-heading\"><span id=\"%e2%91%a2-%e8%ab%8b%e6%b1%82%e6%9b%b8%e3%81%8c%e5%b1%8a%e3%81%84%e3%81%a6%e3%80%812%e3%81%a4%e7%9b%ae%e3%81%ab%e6%b0%97%e3%81%a5%e3%81%8f\">\u2462 \u8acb\u6c42\u66f8\u304c\u5c4a\u3044\u3066\u30012\u3064\u76ee\u306b\u6c17\u3065\u304f<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-chatbot-build-classifier-first-3-1024x571.jpg\" alt=\"\u300c\u8acb\u6c42\u66f8\u304c\u5c4a\u3044\u3066\u30012\u3064\u76ee\u306b\u6c17\u3065\u304f\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u4e8b\u6545\u3092\u8ffd\u3044\u304b\u3051\u3066\u3044\u308b\u6700\u4e2d\u306b\u3001\u305d\u306e\u6708\u306eAPI\u306e\u8acb\u6c42\u304c\u5c4a\u304d\u307e\u3057\u305f\" class=\"wp-image-2339\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-chatbot-build-classifier-first-3-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-chatbot-build-classifier-first-3-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-chatbot-build-classifier-first-3-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-chatbot-build-classifier-first-3-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-chatbot-build-classifier-first-3-2048x1143.jpg 2048w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-chatbot-build-classifier-first-3-390x218.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-chatbot-build-classifier-first-3-820x458.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-chatbot-build-classifier-first-3-1180x659.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/04-chatbot-build-classifier-first-3-scaled.jpg 2560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e8b\u6545\u3092\u8ffd\u3044\u304b\u3051\u3066\u3044\u308b\u6700\u4e2d\u306b\u3001\u305d\u306e\u6708\u306eAPI\u306e\u8acb\u6c42\u304c\u5c4a\u304d\u307e\u3057\u305f\u3002<strong>\u601d\u3063\u3066\u3044\u305f\u3088\u308a\u9ad8\u3044\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5185\u8a33\u3092\u898b\u3066\u7406\u7531\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002<strong>\u65c5\u884c\u8005\u306f\u3001\u8377\u7269\u306e\u8a71\u3060\u3051\u3092\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u304b\u3063\u305f<\/strong>\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u300c\u8fd1\u304f\u306b\u304a\u3044\u3057\u3044\u5e97\u306f\u3042\u308b\uff1f\u300d<br>\u2192 \u300c\u660e\u65e5\u306e\u5929\u6c17\u306f\uff1f\u300d<br>\u2192 \u300c\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u306f\u4f55\u6642\uff1f\u300d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3069\u308c\u3082\u8377\u7269\u306e\u914d\u9001\u3068\u306f\u95a2\u4fc2\u3042\u308a\u307e\u305b\u3093\u3002<strong>\u305d\u308c\u3067\u3082\u5168\u90e8\u3001\u5916\u90e8\u306eAPI\u306b\u6295\u3052\u3066\u3001\u4e01\u5be7\u306b\u7b54\u3048\u3066\u3001\u304d\u3061\u3093\u3068\u8ab2\u91d1\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u96d1\u8ac71\u4ef6\u3042\u305f\u308a\u306e\u91d1\u984d\u306f\u3001\u308f\u305a\u304b\u3067\u3059\u3002\u305f\u3060\u3001\u4ef6\u6570\u304c\u591a\u3044\u3002\u305d\u3057\u3066\u3001<strong>\u3053\u306e\u69cb\u6210\u3067\u306f\u96d1\u8ac7\u3082\u7533\u3057\u8fbc\u307f\u3082\u540c\u3058\u7d4c\u8def\u3092\u901a\u308b<\/strong>\u306e\u3067\u3001\u5b89\u304f\u6e08\u307e\u305b\u308b\u65b9\u6cd5\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e74\u5ea6\u3067\u4e88\u7b97\u3092\u7d44\u3080\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001\u300c\u4f7f\u3063\u305f\u5206\u3060\u3051\u300d\u306f\u3044\u3061\u3070\u3093\u6271\u3044\u306b\u304f\u3044\u8cbb\u7528\u3067\u3059\u3002<strong>\u4e0a\u9650\u3082\u4e0b\u9650\u3082\u8aad\u3081\u306a\u3044\u304b\u3089\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<h2 id=\"narrowing-to-one-cause\" class=\"wp-block-heading\"><span id=\"%e2%91%a3-%e8%a9%b0%e3%81%be%e3%82%8a%e3%81%ae%e5%8e%9f%e5%9b%a0%e3%82%92%e3%80%811%e3%81%a4%e3%81%ab%e7%89%b9%e5%ae%9a%e3%81%99%e3%82%8b\">\u2463 \u8a70\u307e\u308a\u306e\u539f\u56e0\u3092\u30011\u3064\u306b\u7279\u5b9a\u3059\u308b<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-chatbot-build-classifier-first-4-1024x571.jpg\" alt=\"\u300c\u8a70\u307e\u308a\u306e\u539f\u56e0\u3092\u30011\u3064\u306b\u7279\u5b9a\u3059\u308b\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u5225\u3005\u306e\u554f\u984c\u306b\u898b\u3048\u307e\u3059\u304c\u3001\u539f\u56e0\u306f\u5171\u901a\u3067\u3057\u305f\" class=\"wp-image-2340\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-chatbot-build-classifier-first-4-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-chatbot-build-classifier-first-4-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-chatbot-build-classifier-first-4-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-chatbot-build-classifier-first-4-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-chatbot-build-classifier-first-4-2048x1143.jpg 2048w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-chatbot-build-classifier-first-4-390x218.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-chatbot-build-classifier-first-4-820x458.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-chatbot-build-classifier-first-4-1180x659.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-chatbot-build-classifier-first-4-scaled.jpg 2560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5225\u3005\u306e\u554f\u984c\u306b\u898b\u3048\u307e\u3059\u304c\u3001\u539f\u56e0\u306f\u5171\u901a\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5229\u7528\u8005\u306e\u5165\u529b \u2192 \u30ad\u30fc\u30ef\u30fc\u30c9\u5224\u5b9a \u2192 LLM\uff08\u5916\u90e8API\uff09\n                              \u2191\n                    \u3053\u3053\u306b\u3001\u5206\u5c90\u3082\u505c\u6b62\u3082\u306a\u3044<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u5165\u529b\u304c\u305d\u306e\u307e\u307eLLM\u306b\u5c4a\u304f<br>\u2192 LLM\u304c\u89e3\u91c8\u3057\u3066\u3001LLM\u304c\u7b54\u3048\u308b<br>\u2192 <strong>\u9014\u4e2d\u306b\u3001\u6b62\u3081\u308b\u5834\u6240\u3082\u5206\u3051\u308b\u5834\u6240\u3082\u7121\u3044<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3060\u304b\u3089\u300c\u3053\u308c\u306f\u7b54\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u300d\u3092\u5b9f\u88c5\u3059\u308b\u5834\u6240\u304c\u7121\u304f\u3001\u300c\u3053\u308c\u306f\u5b89\u304f\u51e6\u7406\u3059\u308b\u300d\u3092\u5b9f\u88c5\u3059\u308b\u5834\u6240\u3082\u7121\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5236\u5fa1\u70b9\u304c\u30bc\u30ed<\/strong>\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u7e1b\u308b\u5bfe\u51e6\u304c\u6700\u521d\u306b\u51fa\u307e\u3059\u304c\u3001\u4e0a\u9650\u304c\u3042\u308a\u307e\u3059\u3002<strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u6307\u793a\u3067\u3042\u3063\u3066\u3001\u6a5f\u69cb\u3067\u306f\u306a\u3044\u304b\u3089\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<h2 id=\"add-a-classifier-in-front\" class=\"wp-block-heading\"><span id=\"%e2%91%a4-%e7%9b%b4%e3%81%97%e3%81%a6%e3%81%bf%e3%82%8b-%e5%89%8d%e6%ae%b5%e3%81%ab%e3%80%81%e5%88%86%e9%a1%9e%e5%99%a8%e3%82%921%e6%9e%9a\">\u2464 \u76f4\u3057\u3066\u307f\u308b \u2014 \u524d\u6bb5\u306b\u3001\u5206\u985e\u5668\u30921\u679a<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-chatbot-build-classifier-first-5-1024x571.jpg\" alt=\"\u300c\u76f4\u3057\u3066\u307f\u308b \u2014 \u524d\u6bb5\u306b\u3001\u5206\u985e\u5668\u30921\u679a\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u305d\u3053\u3067\u3001\u69cb\u6210\u30921\u7b87\u6240\u3060\u3051\u5909\u3048\u307e\u3057\u305f\" class=\"wp-image-2341\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-chatbot-build-classifier-first-5-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-chatbot-build-classifier-first-5-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-chatbot-build-classifier-first-5-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-chatbot-build-classifier-first-5-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-chatbot-build-classifier-first-5-2048x1143.jpg 2048w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-chatbot-build-classifier-first-5-390x218.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-chatbot-build-classifier-first-5-820x458.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-chatbot-build-classifier-first-5-1180x659.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/06-chatbot-build-classifier-first-5-scaled.jpg 2560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u3001\u69cb\u6210\u30921\u7b87\u6240\u3060\u3051\u5909\u3048\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5909\u66f4\u5f8c<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5229\u7528\u8005\u306e\u5165\u529b \u2192 \u30ad\u30fc\u30ef\u30fc\u30c9\u5224\u5b9a \u2192 \u30aa\u30f3\u30c7\u30d0\u30a4\u30b9\u5206\u985e\u5668 \u2192 \uff08\u78ba\u4fe1\u5ea6\u304c\u4f4e\u3044\u3068\u304d\u3060\u3051\uff09LLM<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u9593\u306b\u631f\u3093\u3060\u306e\u306f\u3001<strong>\u5206\u985e\u5c02\u7528\u306e\u5c0f\u3055\u306a\u30e2\u30c7\u30eb<\/strong>\u3067\u3059\u3002\u4f1a\u8a71\u3092\u751f\u6210\u3059\u308b\u80fd\u529b\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5165\u529b\u304c\u3069\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5c5e\u3059\u308b\u304b\u3060\u3051\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u8981\u306a\u306e\u306f\u3001<strong>\u78ba\u4fe1\u5ea6\u3082\u4e00\u7dd2\u306b\u51fa\u3055\u305b\u308b<\/strong>\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u78ba\u4fe1\u5ea6\u304c\u95be\u5024\u3092<strong>\u8d85\u3048\u305f<\/strong>\u3089\u3001\u305d\u306e\u307e\u307e\u6a5f\u68b0\u7684\u306b\u51e6\u7406\u3059\u308b<br>\u2192 \u78ba\u4fe1\u5ea6\u304c\u95be\u5024\u3092<strong>\u4e0b\u56de\u3063\u305f<\/strong>\u3089\u3001LLM\u306b\u56de\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u696d\u3068\u3057\u3066\u306f\u3001\u30e2\u30c7\u30eb\u30921\u3064\u8ffd\u52a0\u3057\u3066\u5206\u5c90\u30921\u672c\u66f8\u3044\u305f\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u3001\u4e8b\u6545\u305d\u306e\u3082\u306e\u3078\u306e\u5bfe\u51e6\u3082\u4e09\u6bb5\u3067\u7acb\u3066\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u9589\u3058\u3066\u3044\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u3001LLM\u306b\u901a\u3055\u305b\u306a\u3044<\/strong><br>\u2192 <strong>\u901a\u3063\u3066\u3057\u307e\u3063\u305f\u3089\u3001\u9ed9\u6bba\u305b\u305a\u30a8\u30e9\u30fc\u3092\u8fd4\u3059<\/strong><br>\u2192 <strong>\u305d\u308c\u3067\u3082\u901a\u904e\u3057\u305f\u3089\u3001\u904b\u7528\u306e\u30bf\u30b9\u30af\u753b\u9762\u306b\u51fa\u3059<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u5834\u3067\u7acb\u3066\u305f\u65b9\u91dd\u306f\u3001\u3053\u308c\u3060\u3051\u3067\u3059\u3002\u7d20\u6734\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"%e3%81%82%e3%81%a8%e3%81%a7%e7%9f%a5%e3%81%a3%e3%81%9f-%e3%81%93%e3%81%ae%e5%bd%a2%e3%81%ab%e3%81%af%e3%80%81%e3%81%99%e3%81%a7%e3%81%ab%e5%90%8d%e5%89%8d%e3%81%8c%e3%81%a4%e3%81%84%e3%81%a6\" class=\"wp-block-heading\">\u3042\u3068\u3067\u77e5\u3063\u305f \u2014 \u3053\u306e\u5f62\u306b\u306f\u3001\u3059\u3067\u306b\u540d\u524d\u304c\u3064\u3044\u3066\u3044\u305f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d20\u6734\u306a\u89e3\u306e\u3064\u3082\u308a\u3067\u3057\u305f\u304c\u3001\u8abf\u3079\u3066\u307f\u308b\u3068<strong>\u540c\u3058\u69cb\u9020\u304c\u3001\u3044\u307e\u6700\u3082\u7814\u7a76\u3055\u308c\u3066\u3044\u308b\u7701\u30b3\u30b9\u30c8\u8a2d\u8a08\u305d\u306e\u3082\u306e<\/strong>\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1\u3064\u76ee\u3002\u5b89\u3044\u30e2\u30c7\u30eb\u304b\u3089\u9806\u306b\u8a66\u3057\u3001\u78ba\u4fe1\u304c\u6301\u3066\u306a\u3044\u3068\u304d\u3060\u3051\u9ad8\u3044\u30e2\u30c7\u30eb\u3078\u6e21\u3059<\/strong>\u69cb\u6210\u306f\u3001<strong>\u30ab\u30b9\u30b1\u30fc\u30c9\uff08LLM cascade\uff09<\/strong>\u3068\u547c\u3070\u308c\u3066\u3044\u307e\u3059\u30022023\u5e74\u306e <em>FrugalGPT<\/em> \u3068\u3044\u3046\u8ad6\u6587\u304c\u63d0\u6848\u3057\u305f\u5f62\u3067\u3001\u5b89\u3044\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u306b\u5bfe\u3057\u30660\u301c1\u306e\u4fe1\u983c\u30b9\u30b3\u30a2\u3092\u51fa\u3057\u3001\u95be\u5024\u3092\u4e0b\u56de\u3063\u305f\u3089\u6b21\u306e\u30e2\u30c7\u30eb\u3078\u4e0a\u3052\u3066\u3044\u304f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u52b9\u679c\u304c\u3001\u306a\u304b\u306a\u304b\u306e\u3082\u306e\u3067\u3059\u3002<strong>\u6700\u3082\u9ad8\u6027\u80fd\u306a\u5358\u4f53\u30e2\u30c7\u30eb\u3068\u540c\u7b49\u306e\u6027\u80fd\u3092\u3001\u6700\u592798%\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u3067\u9054\u6210\u3057\u305f\u3002\u3042\u308b\u3044\u306f\u540c\u3058\u30b3\u30b9\u30c8\u306e\u307e\u307e\u7cbe\u5ea6\u30924%\u4e0a\u3052\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2\u3064\u76ee\u3002\u5165\u529b\u306e\u96e3\u6613\u5ea6\u3092\u5148\u306b\u5224\u5b9a\u3057\u3066\u3001\u5f37\u3044\u30e2\u30c7\u30eb\u3068\u5f31\u3044\u30e2\u30c7\u30eb\u306b\u632f\u308a\u5206\u3051\u308b<\/strong>\u69cb\u6210\u306f\u3001<strong>\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\uff08model routing\uff09<\/strong>\u3068\u547c\u3070\u308c\u307e\u3059\u30022024\u5e74\u306e <em>RouteLLM<\/em> \u304c\u3088\u304f\u77e5\u3089\u308c\u3066\u3044\u3066\u3001\u5f37\u3044\u30e2\u30c7\u30eb\u304c\u52dd\u3064\u78ba\u7387\u3092\u4e88\u6e2c\u3059\u308b\u30e2\u30c7\u30eb\u3068\u3001\u30b3\u30b9\u30c8\u306e\u95be\u5024\u3067\u632f\u308a\u5206\u3051\u3092\u6c7a\u3081\u308b\u3002<strong>\u95be\u5024\u3092\u4e0a\u3052\u308c\u3070\u5f31\u3044\u30e2\u30c7\u30eb\u3078\u591a\u304f\u6d41\u308c\u3066\u5b89\u304f\u306a\u308a\u3001\u4e0b\u3052\u308c\u3070\u5f37\u3044\u30e2\u30c7\u30eb\u3078\u6d41\u308c\u3066\u54c1\u8cea\u304c\u4e0a\u304c\u308b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u95be\u5024\u3072\u3068\u3064\u3067\u3001\u30b3\u30b9\u30c8\u3068\u54c1\u8cea\u306e\u3069\u3053\u306b\u7acb\u3064\u304b\u3092\u6c7a\u3081\u3089\u308c\u308b\u3002<\/strong> \u300c\u6700\u521d\u306f\u4fdd\u5b88\u7684\u306b\u4f4e\u304f\u7f6e\u3044\u3066\u3001\u5b9f\u7e3e\u3092\u898b\u3066\u7d5e\u308b\u300d\u3068\u3044\u3046\u73fe\u5834\u306e\u3084\u308a\u65b9\u306f\u3001\u307e\u3055\u306b\u3053\u306e\u3064\u307e\u307f\u3092\u56de\u3059\u4f5c\u696d\u3067\u3057\u305f\u3002<strong>\u540d\u524d\u3092\u77e5\u3089\u306a\u3044\u307e\u307e\u3001\u540c\u3058\u3053\u3068\u3092\u3057\u3066\u3044\u305f\u308f\u3051\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3\u3064\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u9762\u767d\u3044\u3068\u3053\u308d\u3067\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5165\u529b\u306e\u610f\u56f3\u3092\u5206\u985e\u5668\u3067\u5224\u5b9a\u3057\u3066\u304b\u3089\u51e6\u7406\u3092\u5206\u3051\u308b\u300d\u2014\u2014<strong>\u3053\u308c\u306f\u3001LLM\u4ee5\u524d\u306e\u5bfe\u8a71\u30b7\u30b9\u30c6\u30e0\u304c\u6a19\u6e96\u3067\u3084\u3063\u3066\u3044\u305f\u8a2d\u8a08<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u6642\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u3001\u3053\u3046\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\uff08NLU\uff09<\/strong> \u2014 \u30c9\u30e1\u30a4\u30f3\u5224\u5b9a\u30fb<strong>\u610f\u56f3\u691c\u51fa<\/strong>\u30fb\u30b9\u30ed\u30c3\u30c8\u5145\u586b<br>\u2192 <strong>\u5bfe\u8a71\u72b6\u614b\u8ffd\u8de1<\/strong> \u2014 \u5229\u7528\u8005\u304c\u3044\u307e\u4f55\u3092\u6c42\u3081\u3066\u3044\u308b\u304b\u3092\u4fdd\u6301<br>\u2192 <strong>\u5bfe\u8a71\u30dd\u30ea\u30b7\u30fc<\/strong> \u2014 \u6b21\u306b\u4f55\u3092\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b<br>\u2192 <strong>\u5fdc\u7b54\u751f\u6210<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u610f\u56f3\u5206\u985e\u306f\u3001<strong>\u300c\u5bfe\u8a71\u7ba1\u7406\u3078\u306e\u5fc5\u9808\u306e\u5165\u529b\u300d<\/strong>\u3068\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u5206\u985e\u3067\u304d\u306a\u3051\u308c\u3070\u3001\u6b21\u306b\u4f55\u3092\u3059\u308b\u304b\u304c\u6c7a\u307e\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>LLM\u304c\u8ce2\u3059\u304e\u305f\u306e\u3067\u3001\u3053\u306e\u5c64\u3092\u307e\u308b\u3054\u3068\u6368\u3066\u307e\u3057\u305f\u3002<\/strong> \u5206\u985e\u3057\u306a\u304f\u3066\u3082\u3001\u5168\u90e8\u6295\u3052\u308c\u3070\u7b54\u3048\u3066\u304f\u308c\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u5206\u985e\u5668\u3092\u6368\u3066\u305f \u2192 <strong>\u5236\u5fa1\u70b9\u304c\u6d88\u3048\u305f<\/strong><br>\u2192 \u5236\u5fa1\u70b9\u304c\u6d88\u3048\u305f \u2192 <strong>\u7b54\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u3082\u306e\u306b\u7b54\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u305f<\/strong><br>\u2192 \u305d\u3057\u3066\u8cbb\u7528\u3082\u3001<strong>\u5206\u985e\u3057\u3066\u3044\u306a\u3044\u3076\u3093\u3060\u3051\u5168\u90e8\u304c\u9ad8\u3044\u7d4c\u8def\u3092\u901a\u3063\u305f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u4eca\u56de\u3084\u3063\u305f\u306e\u306f\u3001\u767a\u660e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<strong>\u4e00\u5ea6\u6368\u3066\u305f\u5c64\u3092\u3001\u300c\u78ba\u4fe1\u5ea6\u300d\u3068\u3044\u3046\u4e00\u9805\u76ee\u3060\u3051\u8db3\u3057\u3066\u623b\u3057\u305f<\/strong>\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u3001\u3053\u306e\u300c\u78ba\u4fe1\u5ea6\u3067\u5206\u5c90\u3059\u308b\u300d\u306e\u4e00\u9805\u76ee\u304c\u3001<strong>\u53e4\u3044\u8a2d\u8a08\u3092\u6700\u65b0\u306e\u30ab\u30b9\u30b1\u30fc\u30c9\u306b\u5909\u3048\u3066\u3044\u308b<\/strong>\u3068\u3053\u308d\u3067\u3059\u3002\u6614\u306e\u610f\u56f3\u5206\u985e\u306f\u3001\u5f53\u305f\u3063\u305f\u304b\u5916\u308c\u305f\u304b\u306e\u4e8c\u5024\u3067\u3057\u305f\u3002<strong>\u78ba\u4fe1\u5ea6\u3092\u51fa\u3055\u305b\u308b\u3068\u3001\u5916\u308c\u305d\u3046\u306a\u3068\u304d\u3060\u3051\u8ce2\u3044\u65b9\u306b\u9003\u304c\u305b\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e8b\u6545\u5bfe\u7b56\u306e\u4e09\u6bb5\uff08\u901a\u3055\u305b\u306a\u3044\uff0f\u30a8\u30e9\u30fc\u3092\u8fd4\u3059\uff0f\u904b\u7528\u753b\u9762\u306b\u51fa\u3059\uff09\u3082\u3001\u4f3c\u305f\u8a71\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u306e\u8a2d\u8a08\u306f\u3001<strong>\u5358\u4e00\u306e\u30d5\u30a3\u30eb\u30bf\u3092\u6700\u5f8c\u306b\u8db3\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u7d4c\u8def\u4e0a\u306b\u8907\u6570\u306e\u5236\u5fa1\u3092\u91cd\u306d\u308b<\/strong>\u306e\u304c\u5b9a\u77f3\u3060\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<strong>\u5165\u529b\u30d5\u30a3\u30eb\u30bf\u30fb\u51fa\u529b\u691c\u8a3c\u30fb\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u30e2\u30b8\u30e5\u30fc\u30eb<\/strong>\u3068\u3044\u3046\u5c64\u306b\u5206\u3051\u3066\u304a\u304f\u3068\u3001\u7247\u65b9\u3092\u5dee\u3057\u66ff\u3048\u3066\u3082\u4ed6\u65b9\u306b\u5f71\u97ff\u3057\u306a\u3044\u3001\u3068\u3044\u3046\u7406\u7531\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u30663\u6bb5\u76ee\u306b\u3064\u3044\u3066\u306f\u3001\u306f\u3063\u304d\u308a\u3053\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<strong>\u300c\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u304c\u78ba\u4fe1\u3092\u6301\u3066\u306a\u3044\u3068\u304d\u306b\u3001\u4eba\u9593\u306e\u30ec\u30d3\u30e5\u30a2\u30fc\u3078\u56de\u3059\u300d\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u78ba\u4fe1\u304c\u6301\u3066\u306a\u3044\u3068\u304d\u306b\u9003\u304c\u3059<\/strong>\u3002\u30ab\u30b9\u30b1\u30fc\u30c9\u3067\u3084\u3063\u3066\u3044\u308b\u3053\u3068\u3068\u3001\u307e\u3063\u305f\u304f\u540c\u3058\u767a\u60f3\u3067\u3059\u3002\u9003\u304c\u3059\u5148\u304c\u5927\u304d\u3044\u30e2\u30c7\u30eb\u304b\u4eba\u9593\u304b\u306e\u9055\u3044\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u6b63\u76f4\u306b\u66f8\u3044\u3066\u304a\u304f\u3068\u3001<strong>\u300c\u9632\u6b62\u30fb\u691c\u77e5\u30fb\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u300d\u3068\u3044\u3046\u6c7a\u307e\u3063\u305f\u4e09\u70b9\u30bb\u30c3\u30c8\u306e\u547c\u3073\u540d\u304c\u3042\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong> \u5c64\u306e\u5207\u308a\u65b9\u306f\u6587\u732e\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002<strong>\u5171\u901a\u3057\u3066\u3044\u308b\u306e\u306f\u300c1\u679a\u3067\u306f\u8db3\u308a\u306a\u3044\u300d\u3068\u3044\u3046\u4e00\u70b9\u3060\u3051<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65b0\u3057\u3044\u7406\u5c48\u306f\u3001\u3072\u3068\u3064\u3082\u8981\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<h2 id=\"chatbot-results\" class=\"wp-block-heading\"><span id=\"%e2%91%a5-%e7%b5%90%e6%9e%9c\">\u2465 \u7d50\u679c<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-chatbot-build-classifier-first-6-1024x571.jpg\" alt=\"\u300c\u7d50\u679c\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u7cbe\u5ea6\uff1a99% \u610f\u5730\u60aa\u306a\u554f\u984c\u3092\u591a\u304f\u7528\u610f\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3082\u3001\u7d048\u5272\u3092\u5206\u985e\u5668\u304c\u51e6\u7406\u3057\u307e\u3057\u305f\" class=\"wp-image-2342\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-chatbot-build-classifier-first-6-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-chatbot-build-classifier-first-6-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-chatbot-build-classifier-first-6-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-chatbot-build-classifier-first-6-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-chatbot-build-classifier-first-6-2048x1143.jpg 2048w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-chatbot-build-classifier-first-6-390x218.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-chatbot-build-classifier-first-6-820x458.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-chatbot-build-classifier-first-6-1180x659.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-chatbot-build-classifier-first-6-scaled.jpg 2560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u7cbe\u5ea6\uff1a99%<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u610f\u5730\u60aa\u306a\u554f\u984c\u3092\u591a\u304f\u7528\u610f\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3082\u3001\u7d048\u5272\u3092\u5206\u985e\u5668\u304c\u51e6\u7406<\/strong>\u3057\u307e\u3057\u305f\u3002\u5b9f\u5229\u7528\u3067\u306f\u3001<strong>\u5916\u90e8API\u306e\u547c\u3073\u51fa\u3057\u30928\u5272\u4ee5\u4e0a\u524a\u6e1b<\/strong>\u3067\u304d\u308b\u898b\u8fbc\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5225\u306e\u691c\u8a3c\u3067\u306f\u3001\u30db\u30c6\u30eb\u306e\u554f\u3044\u5408\u308f\u305b\uff08\u30bf\u30aa\u30eb\u306f\u3069\u3053\u304b\u3001\u8377\u7269\u3092\u9001\u308a\u305f\u3044\u3001\u89b3\u5149\u30d7\u30e9\u30f3\u3092\u77e5\u308a\u305f\u3044\uff09\u3092\u632f\u308a\u5206\u3051\u308b\u7528\u9014\u3067\u3001<strong>\u5bb9\u91cf100MB\u7a0b\u5ea6\u306e\u30e2\u30c7\u30eb\u3067\u3001\u7cbe\u5ea695%\u304b\u308997%<\/strong>\u307e\u3067\u6765\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>100MB\u3067\u3059\u3002<\/strong> \u5de8\u5927\u306a\u30e2\u30c7\u30eb\u306f\u8981\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u305c\u4e21\u65b9\u304c\u540c\u6642\u306b\u826f\u304f\u306a\u3063\u305f\u306e\u304b\u3068\u3044\u3046\u3068\u3001\u7406\u7531\u306f3\u3064\u306b\u5206\u304b\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>\u7cbe\u5ea6\u5074<\/strong>\uff1a\u300c\u7b54\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u8cea\u554f\u300d\u3092\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u304a\u9858\u3044\u3067\u306f\u306a\u304f<strong>\u5206\u5c90\u306e\u6761\u4ef6<\/strong>\u3068\u3057\u3066\u5b9f\u88c5\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002\u53d7\u4ed8\u4e0d\u53ef\u30ab\u30c6\u30b4\u30ea\u306b\u843d\u3061\u308c\u3070\u3001LLM\u306b\u5230\u9054\u3059\u3089\u3057\u306a\u3044<br>\u2192 <strong>\u8cbb\u7528\u5074<\/strong>\uff1a\u3088\u304f\u3042\u308b\u554f\u3044\u5408\u308f\u305b\u307b\u3069\u5206\u985e\u5668\u304c\u78ba\u4fe1\u3092\u6301\u3066\u308b\u3002<strong>\u305d\u3057\u3066\u3001\u3088\u304f\u3042\u308b\u554f\u3044\u5408\u308f\u305b\u307b\u3069\u4ef6\u6570\u304c\u591a\u3044<\/strong>\u3002\u4ef6\u6570\u306e\u591a\u3044\u5074\u304b\u3089\u9806\u306b\u3001\u8cbb\u7528\u30bc\u30ed\u306e\u7d4c\u8def\u306b\u6d41\u308c\u308b<br>\u2192 <strong>\u4e88\u7b97\u5074<\/strong>\uff1a\u5206\u985e\u5668\u306f\u5916\u90e8API\u3092\u547c\u3070\u306a\u3044\u306e\u3067\u3001\u4f7f\u3063\u3066\u3082\u4f7f\u308f\u306a\u304f\u3066\u3082\u8cbb\u7528\u304c\u5909\u308f\u3089\u306a\u3044\u3002<strong>\u5f93\u91cf\u304b\u3089\u56fa\u5b9a\u3078\u5bc4\u308b<\/strong><\/p>\n\n\n\n<h2 id=\"chatbot-format\" class=\"wp-block-heading\"><span id=\"%e2%91%a6-%e7%8f%be%e5%a0%b4%e3%81%a7%e4%bd%bf%e3%81%86%e3%81%aa%e3%82%89%e3%80%81%e3%81%93%e3%81%ae%e3%83%95%e3%82%a9%e3%83%bc%e3%83%9e%e3%83%83%e3%83%88\">\u2466 \u73fe\u5834\u3067\u4f7f\u3046\u306a\u3089\u3001\u3053\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-chatbot-build-classifier-first-7-1024x571.jpg\" alt=\"\u300c\u73fe\u5834\u3067\u4f7f\u3046\u306a\u3089\u3001\u3053\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u3053\u3053\u307e\u3067\u3092\u3001\u305d\u306e\u307e\u307e\u4f7f\u3048\u308b\u5f62\u306b\u843d\u3068\u3057\u307e\u3059\" class=\"wp-image-2343\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-chatbot-build-classifier-first-7-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-chatbot-build-classifier-first-7-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-chatbot-build-classifier-first-7-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-chatbot-build-classifier-first-7-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-chatbot-build-classifier-first-7-2048x1143.jpg 2048w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-chatbot-build-classifier-first-7-390x218.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-chatbot-build-classifier-first-7-820x458.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-chatbot-build-classifier-first-7-1180x659.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-chatbot-build-classifier-first-7-scaled.jpg 2560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u307e\u3067\u3092\u3001\u305d\u306e\u307e\u307e\u4f7f\u3048\u308b\u5f62\u306b\u843d\u3068\u3057\u307e\u3059\u3002<strong>\u8a2d\u8a08\u6642\u306b\u3053\u306e\u8868\u3092\u57cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/strong><\/p>\n\n\n\n<h3 id=\"%e8%a1%a81%ef%bc%9a%e3%82%ab%e3%83%86%e3%82%b4%e3%83%aa%e5%ae%9a%e7%be%a9%e8%a1%a8\" class=\"wp-block-heading\">\u88681\uff1a\u30ab\u30c6\u30b4\u30ea\u5b9a\u7fa9\u8868<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>#<\/th><th>\u30ab\u30c6\u30b4\u30ea\u540d<\/th><th>\u4f8b\u3068\u306a\u308b\u5165\u529b<\/th><th>\u51e6\u7406<\/th><th>\u78ba\u4fe1\u5ea6\u306e\u95be\u5024<\/th><th>LLM\u306b\u56de\u3059\u304b<\/th><\/tr><\/thead><tbody><tr><td>1<\/td><td>\u65bd\u8a2d\u6848\u5185<\/td><td>\u300c\u30bf\u30aa\u30eb\u306f\u3069\u3053\u300d<\/td><td>\u5b9a\u578b\u56de\u7b54\u3092\u8fd4\u3059<\/td><td>0.85<\/td><td>\u4e0b\u56de\u3063\u305f\u3089\u56de\u3059<\/td><\/tr><tr><td>2<\/td><td>\u914d\u9001\u4f9d\u983c<\/td><td>\u300c\u8377\u7269\u3092\u9001\u308a\u305f\u3044\u300d<\/td><td>\u7533\u8fbc\u30d5\u30a9\u30fc\u30e0\u3078\u8a98\u5c0e<\/td><td>0.90<\/td><td>\u4e0b\u56de\u3063\u305f\u3089\u56de\u3059<\/td><\/tr><tr><td>3<\/td><td>\u5468\u8fba\u60c5\u5831<\/td><td>\u300c\u89b3\u5149\u30d7\u30e9\u30f3\u3092\u6559\u3048\u3066\u300d<\/td><td>\u691c\u7d22\u3057\u3066\u8981\u7d04<\/td><td>0.70<\/td><td>\u4e0b\u56de\u3063\u305f\u3089\u56de\u3059<\/td><\/tr><tr><td><strong>4<\/strong><\/td><td><strong>\u53d7\u4ed8\u4e0d\u53ef<\/strong><\/td><td>\u53d7\u4ed8\u7d42\u4e86\u5f8c\u306e\u7533\u8fbc<\/td><td><strong>\u505c\u6b62\u3057\u3066\u6709\u4eba\u3078<\/strong><\/td><td>0.60<\/td><td><strong>\u56de\u3055\u306a\u3044<\/strong><\/td><\/tr><tr><td><strong>5<\/strong><\/td><td><strong>\u91d1\u92ad\u30fb\u53d6\u6d88\u4e0d\u53ef<\/strong><\/td><td>\u6c7a\u6e08\u3001\u30ad\u30e3\u30f3\u30bb\u30eb<\/td><td><strong>\u505c\u6b62\u3057\u3066\u6709\u4eba\u3078<\/strong><\/td><td>0.60<\/td><td><strong>\u56de\u3055\u306a\u3044<\/strong><\/td><\/tr><tr><td>6<\/td><td>\u5bfe\u8c61\u5916<\/td><td>\u300c\u4eca\u65e5\u306e\u5929\u6c17\u306f\u300d<\/td><td>\u5bfe\u8c61\u5916\u3068\u8fd4\u3059<\/td><td>0.80<\/td><td>\u56de\u3055\u306a\u3044<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4\u30fb5\u30fb6\u306e\u884c\u304c\u3001\u3053\u306e\u8868\u306e\u672c\u4f53\u3067\u3059\u3002<\/strong> 1\u301c3\u306f\u8ab0\u3067\u3082\u4f5c\u308a\u307e\u3059\u3002<strong>\u7b54\u3048\u306a\u3044\u884c\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u304c\u3001\u4e8b\u6545\u306e\u6709\u7121\u3092\u5206\u3051\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u95be\u5024\u306f\u6700\u521d\u3001<strong>\u4fdd\u5b88\u7684\u306b\u4f4e\u304f<\/strong>\u7f6e\u3044\u3066\u304f\u3060\u3055\u3044\uff08\uff1dLLM\u306b\u56de\u3059\u5272\u5408\u3092\u591a\u3081\u306b\uff09\u3002\u904b\u7528\u5b9f\u7e3e\u3092\u898b\u3066\u7d5e\u308a\u307e\u3059\u3002\u3044\u304d\u306a\u308a\u9ad8\u304f\u7f6e\u304f\u3068\u3001\u78ba\u4fe1\u3057\u3066\u3044\u306a\u3044\u306e\u306b\u6a5f\u68b0\u51e6\u7406\u3059\u308b\u4e8b\u6545\u304c\u51fa\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8868\u306f\u3001<strong>\u30ab\u30b9\u30b1\u30fc\u30c9\u306e\u8a2d\u8a08\u66f8<\/strong>\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u95be\u5024\u306e\u5217\u304c\u3001\u3069\u3053\u3067\u4e0a\u306e\u30e2\u30c7\u30eb\u3078\u9003\u304c\u3059\u304b\u306e\u5b9a\u7fa9\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u95be\u5024\u306f\u6700\u521d\u3001<strong>\u4fdd\u5b88\u7684\u306b\u4f4e\u304f<\/strong>\u7f6e\u3044\u3066\u304f\u3060\u3055\u3044\uff08\uff1dLLM\u306b\u56de\u3059\u5272\u5408\u3092\u591a\u3081\u306b\uff09\u3002\u904b\u7528\u5b9f\u7e3e\u3092\u898b\u3066\u7d5e\u308a\u307e\u3059\u3002\u3044\u304d\u306a\u308a\u9ad8\u304f\u7f6e\u304f\u3068\u3001\u78ba\u4fe1\u3057\u3066\u3044\u306a\u3044\u306e\u306b\u6a5f\u68b0\u51e6\u7406\u3059\u308b\u4e8b\u6545\u304c\u51fa\u307e\u3059\u3002<strong>\u30ab\u30b9\u30b1\u30fc\u30c9\u306e\u7814\u7a76\u3067\u3082\u3001\u95be\u5024\u306e\u8abf\u6574\u304c\u6027\u80fd\u3068\u30b3\u30b9\u30c8\u306e\u5206\u5c90\u70b9\u306b\u306a\u308b\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/strong> \u3053\u3053\u306f\u4e00\u5ea6\u3067\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 id=\"%e8%a1%a82%ef%bc%9a%e9%80%9a%e3%82%8a%e6%8a%9c%e3%81%91%e3%81%9f%e3%81%a8%e3%81%8d%e3%81%ab%e3%80%81%e6%b0%97%e3%81%a5%e3%81%8f%e4%bb%95%e7%b5%84%e3%81%bf\" class=\"wp-block-heading\">\u88682\uff1a\u901a\u308a\u629c\u3051\u305f\u3068\u304d\u306b\u3001\u6c17\u3065\u304f\u4ed5\u7d44\u307f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u88681\u306f<strong>\u9632\u6b62<\/strong>\u306e\u5c64\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u9632\u6b62\u3060\u3051\u3067\u306f\u8db3\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5192\u982d\u306e3\u4e07\u5186\u306e\u4e8b\u6545\u306f\u3001\u88681\u304c\u3042\u3063\u3066\u3082<strong>\u901a\u308a\u629c\u3051\u305f\u3068\u304d\u306b\u6c17\u3065\u3051\u307e\u305b\u3093<\/strong>\u3002\u3060\u304b\u3089\u540c\u6642\u306b\u3053\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7a81\u304d\u5408\u308f\u305b\u308b\u3082\u306e<\/th><th>\u983b\u5ea6<\/th><th>\u62fe\u3046\u6761\u4ef6<\/th><th>\u901a\u77e5\u5148<\/th><\/tr><\/thead><tbody><tr><td>\u6c7a\u6e08\u660e\u7d30 \u21c4 \u6ce8\u6587\u53f0\u5e33<\/td><td>\u6bce\u65e5<\/td><td><strong>\u7247\u65b9\u306b\u3057\u304b\u7121\u3044\u884c<\/strong><\/td><td>\u904b\u7528\u62c5\u5f53<\/td><\/tr><tr><td>\u554f\u3044\u5408\u308f\u305b\u30ed\u30b0 \u21c4 \u56de\u7b54\u30ed\u30b0<\/td><td>\u6bce\u65e5<\/td><td>\u56de\u7b54\u304c\u7121\u3044\u884c<\/td><td>\u904b\u7528\u62c5\u5f53<\/td><\/tr><tr><td>\u5206\u985e\u5668\u306e\u78ba\u4fe1\u5ea6\u5206\u5e03<\/td><td>\u9031\u6b21<\/td><td>\u95be\u5024\u4ed8\u8fd1\u304c\u5897\u3048\u3066\u3044\u306a\u3044\u304b<\/td><td>\u958b\u767a\u62c5\u5f53<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">1\u884c\u76ee\u304c\u3001\u3042\u306e\u4e8b\u6545\u3092\u898b\u3064\u3051\u308b\u552f\u4e00\u306e\u624b\u6bb5\u3067\u3057\u305f\u3002<strong>\u300c\u58ca\u308c\u305f\u3082\u306e\u3092\u63a2\u3059\u300d\u3067\u306f\u306a\u304f\u300c\u7121\u3044\u3082\u306e\u3092\u6570\u3048\u308b\u300d<\/strong>\u3002\u5b9f\u88c5\u306f\u5730\u5473\u3067\u3059\u304c\u3001\u3053\u308c\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066<strong>\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong>\u306e\u5c64\u3068\u3057\u3066\u3001\u3082\u30461\u3064\u8db3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6761\u4ef6<\/th><th>\u52d5\u4f5c<\/th><\/tr><\/thead><tbody><tr><td>\u88681\u306e4\u30fb5\u306b\u843d\u3061\u305f<\/td><td><strong>\u51e6\u7406\u3092\u6b62\u3081\u3066\u3001\u904b\u7528\u306e\u30bf\u30b9\u30af\u753b\u9762\u306b\u51fa\u3059<\/strong><\/td><\/tr><tr><td>\u88682\u3067\u7247\u65b9\u306b\u3057\u304b\u7121\u3044\u884c\u3092\u691c\u51fa<\/td><td><strong>\u540c\u3058\u30bf\u30b9\u30af\u753b\u9762\u306b\u51fa\u3059<\/strong><\/td><\/tr><tr><td>\u5206\u985e\u5668\u306e\u78ba\u4fe1\u5ea6\u304c\u95be\u5024\u4ed8\u8fd1\u3067\u632f\u52d5<\/td><td>\u9031\u6b21\u30ec\u30dd\u30fc\u30c8\u306b\u51fa\u3059<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u300c\u30a8\u30e9\u30fc\u3092\u8fd4\u3057\u3066\u7d42\u308f\u308a\u300d\u306b\u3057\u306a\u3044\u306e\u304c\u8981\u70b9\u3067\u3059\u3002<\/strong> \u6b62\u3081\u305f\u3082\u306e\u304c\u4eba\u306e\u76ee\u306b\u5165\u308b\u5834\u6240\u3078\u5fc5\u305a\u51fa\u308b\u3002\u3053\u306e\u5217\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u4e8b\u6545\u304c\u300c\u8d77\u304d\u306a\u304b\u3063\u305f\u300d\u306b\u306a\u308b\u304b\u300c\u6c17\u3065\u304b\u308c\u306a\u3044\u307e\u307e\u7d9a\u304f\u300d\u306b\u306a\u308b\u304b\u304c\u5206\u304b\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9632\u6b62\u30fb\u691c\u77e5\u30fb\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u3002<strong>\u3053\u306e3\u5c64\u304c\u63c3\u3063\u3066\u3001\u521d\u3081\u3066\u8a2d\u8a08\u3068\u547c\u3079\u307e\u3059\u3002<\/strong> \u88681\u3060\u3051\u3060\u3068\u3001\u9632\u6b62\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 id=\"%e6%89%8b%e9%a0%86%ef%bc%88%e3%81%93%e3%81%ae%e9%a0%86%e3%81%a7%e4%bd%9c%e3%82%8b%ef%bc%89\" class=\"wp-block-heading\">\u624b\u9806\uff08\u3053\u306e\u9806\u3067\u4f5c\u308b\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 <strong>1.<\/strong> \u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5206\u985e\u3057\u3001\u4e0a\u4f4d\u30678\u5272\u3092\u5360\u3081\u308b\u3068\u3053\u308d\u307e\u3067\u30ab\u30c6\u30b4\u30ea\u3092\u4f5c\u308b\uff08\u591a\u304f\u306e\u5834\u54085\u301c10\uff09<br>\u2192 <strong>2.<\/strong> \u88681\u306b\u3001<strong>\u7b54\u3048\u306a\u3044\u884c\uff08\u53d7\u4ed8\u4e0d\u53ef\u30fb\u91d1\u92ad\u30fb\u5bfe\u8c61\u5916\uff09\u3092\u5148\u306b<\/strong>\u66f8\u304f<br>\u2192 <strong>3.<\/strong> \u5206\u985e\u5668\u3092\u4f5c\u308a\u3001\u78ba\u4fe1\u5ea6\u3092\u51fa\u3055\u305b\u308b\u3002\u95be\u5024\u306f\u4f4e\u3081\u304b\u3089<br>\u2192 <strong>4.<\/strong> LLM\u306b\u56de\u3059\u7d4c\u8def\u3092\u4f5c\u308b\uff08<strong>\u3053\u3053\u3067\u521d\u3081\u3066LLM\u304c\u51fa\u3066\u304f\u308b<\/strong>\uff09<br>\u2192 <strong>5.<\/strong> \u88682\u306e\u7a81\u304d\u5408\u308f\u305b\u3092\u5b9f\u88c5\u3059\u308b<br>\u2192 <strong>6.<\/strong> \u5143\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u3092\u76f4\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306e6\u304c\u3001\u7cbe\u5ea6\u3067\u8a70\u307e\u3063\u305f\u3068\u304d\u306e\u672c\u547d\u3067\u3059\u3002<strong>AI\u304c\u81ea\u52d5\u751f\u6210\u3057\u305f\u8b70\u4e8b\u9332\u306b\u306f\u898b\u51fa\u3057\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/strong> \u6587\u7ae0\u3068\u3057\u3066\u306f\u8aad\u3081\u308b\u306e\u306b\u69cb\u9020\u304c\u7121\u3044\u306e\u3067\u3001\u3069\u3053\u3067\u533a\u5207\u308b\u304b\u304c\u6c7a\u307e\u3089\u306a\u3044\u3002\u3042\u308b\u73fe\u5834\u3067\u306e\u5f53\u5ea7\u306e\u5bfe\u5fdc\u306f\u3001<strong>\u898b\u51fa\u3057\u8a18\u53f7\u3092\u6a5f\u68b0\u7684\u306b\u5dee\u3057\u8fbc\u3093\u3067\u3001\u305d\u3053\u3067\u533a\u5207\u308b<\/strong>\u3068\u3044\u3046\u3001\u304a\u3088\u305d\u7f8e\u3057\u304f\u306a\u3044\u51e6\u7f6e\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5143\u30c7\u30fc\u30bf\u306b\u69cb\u9020\u304c\u7121\u3044\u72b6\u614b\u3067\u306f\u3001\u30e2\u30c7\u30eb\u3092\u5909\u3048\u3066\u3082\u691c\u7d22\u7cbe\u5ea6\u306f\u4e0a\u304c\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n<h2 id=\"why-classifier-first-lasts\" class=\"wp-block-heading\"><span id=\"%e2%91%a7-%e3%81%93%e3%81%ae%e8%a8%ad%e8%a8%88%e3%81%8c%e5%8a%b9%e3%81%8d%e7%b6%9a%e3%81%91%e3%82%8b%e7%90%86%e7%94%b1\">\u2467 \u3053\u306e\u8a2d\u8a08\u304c\u52b9\u304d\u7d9a\u3051\u308b\u7406\u7531<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-chatbot-build-classifier-first-8-1024x571.jpg\" alt=\"\u300c\u3053\u306e\u8a2d\u8a08\u304c\u52b9\u304d\u7d9a\u3051\u308b\u7406\u7531\u300d\u3092\u56f3\u89e3\u3057\u305f\u30b9\u30e9\u30a4\u30c9\uff5c\u6700\u5f8c\u306b\u3001\u306a\u305c\u3053\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u63a8\u3059\u306e\u304b\u3092\u66f8\u304d\u307e\u3059\" class=\"wp-image-2344\" srcset=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-chatbot-build-classifier-first-8-1024x571.jpg 1024w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-chatbot-build-classifier-first-8-300x167.jpg 300w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-chatbot-build-classifier-first-8-768x429.jpg 768w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-chatbot-build-classifier-first-8-1536x857.jpg 1536w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-chatbot-build-classifier-first-8-2048x1143.jpg 2048w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-chatbot-build-classifier-first-8-390x218.jpg 390w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-chatbot-build-classifier-first-8-820x458.jpg 820w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-chatbot-build-classifier-first-8-1180x659.jpg 1180w, https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-chatbot-build-classifier-first-8-scaled.jpg 2560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306b\u3001\u306a\u305c\u3053\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u63a8\u3059\u306e\u304b\u3092\u66f8\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30e2\u30c7\u30eb\u304c\u5165\u308c\u66ff\u308f\u3063\u3066\u3082\u3001\u7121\u99c4\u306b\u306a\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306f\u9858\u671b\u3067\u306f\u306a\u304f\u3001\u5b9f\u9a13\u3067\u78ba\u304b\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u7814\u7a76\u3067\u306f\u3001<strong>\u3042\u308b\u5f37\u5f31\u306e\u30e2\u30c7\u30eb\u306e\u7d44\u3067\u8a13\u7df4\u3057\u305f\u30eb\u30fc\u30bf\u30fc\u304c\u3001\u4e0b\u306e\u30e2\u30c7\u30eb\u3092\u5165\u308c\u66ff\u3048\u3066\u3082\u30c6\u30b9\u30c8\u6642\u306b\u6027\u80fd\u3092\u4fdd\u3063\u305f<\/strong>\u3068\u3044\u3046\u7d50\u679c\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u632f\u308a\u5206\u3051\u306e\u5224\u65ad\u306f\u3001\u632f\u308a\u5206\u3051\u3089\u308c\u308b\u76f8\u624b\u304c\u5909\u308f\u3063\u3066\u3082\u751f\u304d\u6b8b\u308b\u3002<\/strong> \u30e2\u30c7\u30eb\u306e\u9854\u3076\u308c\u304c\u6bce\u6708\u5909\u308f\u308b\u5e02\u5834\u3067\u3001\u3053\u308c\u306f\u304b\u306a\u308a\u91cd\u3044\u610f\u5473\u3092\u6301\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u3069\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u304b\u306f\u3001<strong>\u56db\u534a\u671f\u3054\u3068\u306b\u6700\u9069\u304c\u5909\u308f\u308a\u307e\u3059<\/strong><br>\u2192 \u3067\u3082\u300c\u3069\u3053\u3067\u5224\u65ad\u3092\u5206\u3051\u308b\u304b\u300d\u306f\u3001<strong>\u696d\u52d9\u304c\u5909\u308f\u3089\u306a\u3044\u9650\u308a\u5909\u308f\u308a\u307e\u305b\u3093<\/strong><br>\u2192 \u3060\u304b\u3089\u88681\u3068\u88682\u306f\u3001\u30e2\u30c7\u30eb\u3092\u5dee\u3057\u66ff\u3048\u3066\u3082<strong>\u305d\u306e\u307e\u307e\u4f7f\u3048\u307e\u3059<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ce2\u3044\u30e2\u30c7\u30eb\u3092\u9078\u3076\u4f5c\u696d\u306f\u3001\u9078\u3093\u3060\u77ac\u9593\u304b\u3089\u9673\u8150\u5316\u304c\u59cb\u307e\u308a\u307e\u3059\u3002<strong>\u30ab\u30c6\u30b4\u30ea\u3068\u95be\u5024\u3068\u7a81\u304d\u5408\u308f\u305b\u3092\u8a2d\u8a08\u3059\u308b\u4f5c\u696d\u306f\u3001\u8cc7\u7523\u3068\u3057\u3066\u6b8b\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u3001\u3053\u306e\u8a18\u4e8b\u3067\u66f8\u3044\u305f\u3053\u3068\u306e\u3046\u3061<strong>\u672c\u5f53\u306b\u65b0\u3057\u3044\u3082\u306e\u306f\u3001\u3072\u3068\u3064\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u30ab\u30b9\u30b1\u30fc\u30c9\u306f2023\u5e74\u306b\u63d0\u6848\u3055\u308c\u3066\u3044\u308b<br>\u2192 \u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u306f2024\u5e74\u306b\u6574\u7406\u3055\u308c\u3066\u3044\u308b<br>\u2192 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class=\"wp-block-paragraph\">\u6a19\u6e96\u69cb\u6210\u304c\u60aa\u3044\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<strong>\u6a19\u6e96\u69cb\u6210\u306f\u3001\u5236\u5fa1\u70b9\u30921\u3064\u3082\u6301\u3063\u3066\u3044\u306a\u3044\u3060\u3051\u3067\u3059\u3002<\/strong> 1\u679a\u8db3\u305b\u3070\u3001\u305d\u3053\u304b\u3089\u5148\u306f\u8a2d\u8a08\u306e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u304a\u3001\u5192\u982d\u306e\u300c\u4eca\u65e5\u306e\u5929\u6c17\u306f\uff1f\u300d\u306f\u3001\u5206\u985e\u5668\u3092\u5165\u308c\u308b\u3068<strong>\u30ab\u30c6\u30b4\u30ea6\u300c\u5bfe\u8c61\u5916\u300d\u3067\u4e00\u77ac\u3067\u5f3e\u304b\u308c\u308b<\/strong>\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f3e\u304b\u308c\u305f\u753b\u9762\u306f\u3001\u5c11\u3057\u5bc2\u3057\u3044\u3067\u3059\u3002\u4e01\u5be7\u306b\u5929\u6c17\u3092\u7b54\u3048\u3066\u3044\u305f\u9803\u306e\u65b9\u304c\u3001\u611b\u5b0c\u306f\u3042\u308a\u307e\u3057\u305f\u3002<strong>\u611b\u5b0c\u306b\u8ab2\u91d1\u3057\u3066\u3044\u305f\u308f\u3051\u3067\u3059\u304c\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<!-- aiam-related-links:start -->\n<div style=\"margin:40px 0 8px;border:1px solid #e3e5e8;border-radius:12px;overflow:hidden;line-height:1.5\">\n<p style=\"margin:0;padding:12px 18px;background:#f5f6f8;font-size:13px;font-weight:700;color:#666;letter-spacing:.05em\">\u95a2\u9023\u30b5\u30fc\u30d3\u30b9<\/p>\n<a href=\"https:\/\/archeco.co.jp\/services\/ai-agent-development\" style=\"display:flex;justify-content:space-between;align-items:center;gap:12px;padding:16px 18px;text-decoration:none;color:#15181c;font-weight:600;border-top:1px solid #edeef0\"><span>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\uff5c\u6b62\u307e\u308b\u3079\u304d\u5834\u6240\u3067\u6b62\u307e\u308b\u8a2d\u8a08<\/span><span aria-hidden=\"true\" style=\"color:#999;flex-shrink:0\">\u2192<\/span><\/a>\n<p style=\"margin:0;padding:12px 18px;background:#f5f6f8;font-size:13px;font-weight:700;color:#666;letter-spacing:.05em;border-top:1px solid #edeef0\">\u81ea\u793e\u30d7\u30ed\u30c0\u30af\u30c8<\/p>\n<a href=\"https:\/\/archeco.co.jp\/works\/products\/ohbag\" style=\"display:flex;justify-content:space-between;align-items:center;gap:12px;padding:16px 18px;text-decoration:none;color:#15181c;font-weight:600;border-top:1px solid #edeef0\"><span>Ohbag\uff5c\u30db\u30c6\u30eb\u6ede\u5728\u4e2d\u306e\u65c5\u884c\u8005\u304c\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u8377\u7269\u306e\u914d\u9001\u3092\u7533\u3057\u8fbc\u3080\u30b5\u30fc\u30d3\u30b9\uff08\u672c\u8a18\u4e8b\u306e\u984c\u6750\uff09<\/span><span aria-hidden=\"true\" style=\"color:#999;flex-shrink:0\">\u2192<\/span><\/a>\n<p style=\"margin:0;padding:12px 18px;background:#f5f6f8;font-size:13px;font-weight:700;color:#666;letter-spacing:.05em;border-top:1px solid #edeef0\">\u3042\u308f\u305b\u3066\u8aad\u3080<\/p>\n<a href=\"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/06\/llm-cannot-reach-100\/\" style=\"display:flex;justify-content:space-between;align-items:center;gap:12px;padding:16px 18px;text-decoration:none;color:#15181c;font-weight:600;border-top:1px solid #edeef0\"><span>PoC\u306e\u9032\u3081\u65b95\u30b9\u30c6\u30c3\u30d7\uff5cAI PoC\u306e\u671f\u9593\u30fb\u8cbb\u7528\u3068\u672c\u756a\u79fb\u884c\u306e\u5224\u65ad<\/span><span aria-hidden=\"true\" style=\"color:#999;flex-shrink:0\">\u2192<\/span><\/a>\n<a href=\"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/28\/shanai-chatbot-erabikata\/\" style=\"display:flex;justify-content:space-between;align-items:center;gap:12px;padding:16px 18px;text-decoration:none;color:#15181c;font-weight:600;border-top:1px solid #edeef0\"><span>\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u9078\u3073\u65b9\uff5c\u30bf\u30a4\u30d7\u30fb\u8cbb\u7528\u30fb\u4f5c\u308b\u304b\u8cb7\u3046\u304b<\/span><span aria-hidden=\"true\" style=\"color:#999;flex-shrink:0\">\u2192<\/span><\/a>\n<\/div>\n<!-- aiam-related-links:end -->\n\n\n<!-- ARCHECO-FAQ:START -->\n\n<h2 id=\"faq\" class=\"wp-block-heading\"><span id=\"%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%81%ae%e4%bd%9c%e3%82%8a%e6%96%b9-%e3%82%88%e3%81%8f%e3%81%82%e3%82%8b%e8%b3%aa%e5%95%8f\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u308a\u65b9 \u3088\u304f\u3042\u308b\u8cea\u554f<\/span><\/h2>\n\n\n\n<h3 id=\"faq-q1\" class=\"wp-block-heading\"><span id=\"%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%81%af%e8%87%aa%e4%bd%9c%e3%81%a7%e3%81%8d%e3%81%be%e3%81%99%e3%81%8b%ef%bc%9f\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u81ea\u4f5c\u3067\u304d\u307e\u3059\u304b\uff1f<\/span><\/h3>\n\n\n\n<p 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id=\"%e3%83%81%e3%83%a3%e3%83%83%e3%83%88%e3%83%9c%e3%83%83%e3%83%88%e3%82%92%e4%bd%9c%e3%82%8b%e3%81%ae%e3%81%ab%e3%80%81%e3%81%a9%e3%81%ae%e3%81%8f%e3%82%89%e3%81%84%e6%99%82%e9%96%93%e3%81%8c%e3%81%8b\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f5c\u308b\u306e\u306b\u3001\u3069\u306e\u304f\u3089\u3044\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/span><\/h3>\n\n\n\n<p 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