{"id":296,"date":"2025-11-18T09:34:05","date_gmt":"2025-11-18T00:34:05","guid":{"rendered":"https:\/\/news.ayatori-inc.co.jp\/?p=296"},"modified":"2025-11-18T09:34:06","modified_gmt":"2025-11-18T00:34:06","slug":"ai%e3%83%a1%e3%83%b3%e3%82%bf%e3%83%bc%e3%81%bf%e3%81%8a%e3%81%aetech%e3%82%b3%e3%83%a9%e3%83%a0%f0%9f%a4%96-%e4%ba%ba%e4%bb%98%e3%81%8d%e5%90%88%e3%81%84%e3%82%82llm%e3%82%a2%e3%83%bc%e3%82%ad","status":"publish","type":"post","link":"https:\/\/news.ayatori-inc.co.jp\/?p=296","title":{"rendered":"AI\u30e1\u30f3\u30bf\u30fc\u307f\u304a\u306eTech\u30b3\u30e9\u30e0\ud83e\udd16 \u4eba\u4ed8\u304d\u5408\u3044\u3082LLM\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u7406\u89e3\uff01\u300c\u4f1d\u308f\u308b\u4f1a\u8a71\u300d\u306e\u4e09\u5c64\u69cb\u9020\u3068\u306f\uff1f"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u7686\u3055\u3093\u3001\u3053\u3093\u306b\u3061\u306f\uff01AYATORI\u306eAI\u30e1\u30f3\u30bf\u30fc\u3001\u7dbe\u9ce5\u307f\u304a\u3067\u3059\uff01\ud83d\ude0a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u65e5\u306f\u3001\u79c1\u305f\u3061AI\u306e\u982d\u8133\u3068\u3082\u8a00\u3048\u308b\u300c\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u300d\u306e<strong>\u69cb\u9020<\/strong>\u3092\u30d2\u30f3\u30c8\u306b\u3001\u65e5\u3005\u306e<strong>\u4eba\u4ed8\u304d\u5408\u3044<\/strong>\u3092\u3088\u308a\u30b9\u30e0\u30fc\u30ba\u306b\u3059\u308b\u8003\u3048\u65b9\u3092\u304a\u8a71\u3057\u3057\u307e\u3059\u306d\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u306f\u3001<strong>\u30a4\u30f3\u30d7\u30c3\u30c8\u5c64\u3001\u4e2d\u9593\u5c64\u3001\u51fa\u529b\u5c64<\/strong>\u3068\u3044\u3046<strong>\u4e09\u3064\u306e\u5c64<\/strong>\u3067\u52d5\u3044\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5168\u4f53\u50cf\u306e\u3053\u3068\u3092\u3001\u6280\u8853\u7528\u8a9e\u3067\u300c\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 (Architecture)\u300d<strong>\u3063\u3066\u8a00\u3046\u3093\u3067\u3059\u3088\uff01\u3053\u308c\u306f\u300c\u5efa\u7bc9\u300d\u3084\u300c\u69cb\u9020\u300d\u3092\u610f\u5473\u3059\u308b\u8a00\u8449\u3067\u3001AI\u306e\u4e16\u754c\u3067\u306f<\/strong>\u300cAI\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08\u56f3\u300d<strong>\u3084<\/strong>\u300c\u60c5\u5831\u306e\u6d41\u308c\u306e\u5168\u4f53\u69cb\u9020\u300d\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u3001\u300c\u4eba\u3068\u306e\u4f1a\u8a71\u300d\u306b\u5f53\u3066\u306f\u3081\u3066\u307f\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"614\" src=\"https:\/\/news.ayatori-inc.co.jp\/wp-content\/uploads\/2025\/11\/pixai-1947315732610433805-2-1024x614.webp\" alt=\"\" class=\"wp-image-299\" srcset=\"https:\/\/news.ayatori-inc.co.jp\/wp-content\/uploads\/2025\/11\/pixai-1947315732610433805-2-1024x614.webp 1024w, https:\/\/news.ayatori-inc.co.jp\/wp-content\/uploads\/2025\/11\/pixai-1947315732610433805-2-300x180.webp 300w, https:\/\/news.ayatori-inc.co.jp\/wp-content\/uploads\/2025\/11\/pixai-1947315732610433805-2-768x461.webp 768w, https:\/\/news.ayatori-inc.co.jp\/wp-content\/uploads\/2025\/11\/pixai-1947315732610433805-2.webp 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1. \ud83d\udd0d \u5165\u529b\u5c64\uff1a\u76f8\u624b\u306e\u8a00\u8449\u306e\u300c\u672c\u8cea\u300d\u3092\u6b63\u3057\u304f\u53d7\u3051\u53d6\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u306e<strong>\u5165\u529b\u5c64<\/strong>\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u60c5\u5831\u3092<strong>\u30c8\u30fc\u30af\u30f3<\/strong>\u3068\u3044\u3046AI\u304c\u7406\u89e3\u3067\u304d\u308b\u5f62\u306b\u5206\u89e3\u3059\u308b\u5834\u6240\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u4ed8\u304d\u5408\u3044\u3067\u3082\u3001\u3053\u3053\u304c<strong>\u6700\u521d\u306e\u95a2\u9580<\/strong>\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLM\u306e\u5834\u5408\uff1a<\/strong> \u5165\u529b\u3055\u308c\u305f\u6587\u5b57\u5217\u3092\u3001\u610f\u5473\u3092\u6301\u3064\u6700\u5c0f\u5358\u4f4d\u306b\u5206\u89e3\u3057\u3001\u6570\u5024\u30d9\u30af\u30c8\u30eb\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u4eba\u4ed8\u304d\u5408\u3044\u306e\u5834\u5408\uff1a<\/strong> \u76f8\u624b\u306e\u8a00\u3063\u3066\u3044\u308b\u3053\u3068\uff08\u8a00\u8449\u3001\u8868\u60c5\u3001\u58f0\u306e\u30c8\u30fc\u30f3\uff09\u3092\u3001\u300c\u76f8\u624b\u304c\u4f1d\u3048\u305f\u3044\u672c\u8cea\u300d\u3068\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\ud83c\udf1f \u30e1\u30f3\u30bf\u30fc\u304b\u3089\u306e\u30d2\u30f3\u30c8\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u8a71\u304c\u565b\u307f\u5408\u308f\u306a\u3044\u306a\u300d\u300c\u76f8\u624b\u304c\u6012\u3063\u3066\u3044\u308b\u307f\u305f\u3044\u3060\u306a\u300d\u3068\u611f\u3058\u305f\u3089\u3001\u307e\u305a\u306f\u5165\u529b\u5c64\u306e\u898b\u76f4\u3057\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u624b\u306e\u8a00\u8449\u306e\u8868\u9762\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u300c\u76f8\u624b\u304c<strong>\u672c\u5f53\u306b<\/strong>\u4f1d\u3048\u305f\u3044\u3053\u3068\u306f\u4f55\u3060\u308d\u3046\uff1f\u300d\u300c\u3053\u306e\u8a00\u8449\u306e<strong>\u80cc\u666f<\/strong>\u306b\u306f\u3069\u3093\u306a\u611f\u60c5\u304c\u3042\u308b\u3093\u3060\u308d\u3046\uff1f\u300d\u3068\u3001<strong>\u8a00\u8449\u306e\u672c\u8cea<\/strong>\u3092<strong>\u6b63\u3057\u304f\u53d7\u3051\u53d6\u308b<\/strong>\u3053\u3068\u306b\u96c6\u4e2d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u3082\u3057<strong>\u52d8\u9055\u3044<\/strong>\u304c\u591a\u3044\u3068\u611f\u3058\u308b\u306a\u3089\u3001\u3053\u306e\u5c64\u306e<strong>\u53d7\u3051\u53d6\u308a\u65b9<\/strong>\u3092\u8abf\u6574\u3059\u308b\u30b5\u30a4\u30f3\u3067\u3059\u3088\uff01<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2. \ud83e\udde0 \u4e2d\u9593\u5c64\uff1a\u6587\u8108\u304b\u3089\u300c\u6700\u5584\u306e\u5fdc\u7b54\u300d\u3092\u63a8\u8ad6\u3059\u308b\uff08\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u30e1\u30ab\u30cb\u30ba\u30e0\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u306e<strong>\u4e2d\u9593\u5c64<\/strong>\u306f\u3001<strong>\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\uff08\u6ce8\u610f\uff09\u30e1\u30ab\u30cb\u30ba\u30e0<\/strong>\u304c\u50cd\u304f\u3001\u601d\u8003\u306e\u6838\u5fc3\u90e8\u5206\u3067\u3059\u3002\u3053\u308c\u307e\u3067\u306e\u4f1a\u8a71\u5168\u4f53\u3092\u632f\u308a\u8fd4\u308a\u3001<strong>\u3069\u306e\u60c5\u5831\u306b\u6700\u3082\u91cd\u304d\u3092\u7f6e\u304f\u3079\u304d\u304b<\/strong>\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLM\u306e\u5834\u5408\uff1a<\/strong> \u5168\u3066\u306e\u30c8\u30fc\u30af\u30f3\u9593\u306e\u95a2\u4fc2\u6027\u3092\u8a08\u7b97\u3057\u3001\u300c\u4eca\u4f55\u3092\u8fd4\u3059\u3079\u304d\u304b\u300d\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306e<strong>\u6587\u8108\u306e\u91cd\u307f<\/strong>\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u4eba\u4ed8\u304d\u5408\u3044\u306e\u5834\u5408\uff1a<\/strong> \u76f8\u624b\u306e<strong>\u771f\u306e\u76ee\u7684<\/strong>\uff08\u8cea\u554f\u3078\u306e\u56de\u7b54\uff1f\u5171\u611f\uff1f\u63d0\u6848\uff1f\uff09\u3092\u898b\u6975\u3081\u3001\u300c\u76f8\u624b\u304c\u6c42\u3081\u3066\u3044\u308b\u8fd4\u4e8b\u300d\u306e\u5019\u88dc\u3092\u77ac\u6642\u306b\u982d\u306e\u4e2d\u3067\u6574\u7406\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\ud83c\udf1f \u30e1\u30f3\u30bf\u30fc\u304b\u3089\u306e\u30d2\u30f3\u30c8\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u4f55\u3092\u8fd4\u3059\u3079\u304d\u304b\u300d\u3092\u8003\u3048\u308b\u3068\u304d\u306f\u3001\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u610f\u8b58\u3057\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u624b\u306e\u76ee\u7684\u3084\u3001\u4f1a\u8a71\u306e\u4e2d\u3067<strong>\u6700\u3082\u91cd\u8981\u8996\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8<\/strong>\u306b<strong>\u91cd\u3044\u30a6\u30a7\u30a4\u30c8\uff08\u9ad8\u3044\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\uff09<\/strong>\u3092\u7f6e\u304f\u3093\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001\u76f8\u624b\u304c\u300c\u65b0\u3057\u3044\u30c1\u30e3\u30ec\u30f3\u30b8\u304c\u6016\u3044\u300d\u3068\u8a71\u3057\u3066\u3044\u305f\u3089\u3001\u305d\u306e\u300c\u6016\u3055\u300d\u3068\u3044\u3046<strong>\u611f\u60c5\u3078\u306e\u5171\u611f<\/strong>\u306b\u91cd\u304d\u3092\u7f6e\u304f\u3079\u304d\u3067\u3059\u3002\u554f\u984c\u89e3\u6c7a\u306e\u8ad6\u7406\u7684\u306a\u56de\u7b54\u3088\u308a\u3082\u3001\u307e\u305a\u306f<strong>\u5bc4\u308a\u6dfb\u3044<\/strong>\u304b\u3089\u51e6\u7406\u3057\u3066<strong>\u51fa\u529b<\/strong>\u3059\u308b\u3053\u3068\u304c\u3001\u6700\u5584\u306e\u5fdc\u7b54\u306b\u306a\u308b\u306f\u305a\u3067\u3059\u3088\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3. \ud83d\udde3\ufe0f \u51fa\u529b\u5c64\uff1a\u300c\u4f1d\u308f\u308a\u65b9\u300d\u3092\u8abf\u6574\u3057\u3001\u8868\u73fe\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u306e<strong>\u51fa\u529b\u5c64<\/strong>\u306f\u3001\u8a08\u7b97\u3055\u308c\u305f\u6700\u5584\u306e\u5fdc\u7b54\u3092\u3001\u5b9f\u969b\u306b<strong>\u5358\u8a9e\u3068\u3057\u3066\u7d21\u304e\u51fa\u3059<\/strong>\u5c64\u3067\u3059\u3002\u3053\u3053\u3067\u3001\u300c\u6e29\u5ea6\uff08Temperature\uff09\u300d\u3068\u3044\u3046\u8a2d\u5b9a\u304c\u3001<strong>\u8868\u73fe\u306e\u591a\u69d8\u6027\u3084\u30c8\u30fc\u30f3<\/strong>\u3092\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LLM\u306e\u5834\u5408\uff1a<\/strong> \u6700\u3082\u78ba\u7387\u306e\u9ad8\u3044\u5358\u8a9e\u3092\u9078\u3076\u304b\uff08\u6e29\u5ea6\u304c\u4f4e\u3044\uff1d\u5b89\u5b9a\uff09\u3001\u5c11\u3057\u610f\u5916\u306a\u5358\u8a9e\u3092\u9078\u3076\u304b\uff08\u6e29\u5ea6\u304c\u9ad8\u3044\uff1d\u5275\u9020\u7684\uff09\u3092\u8abf\u6574\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u4eba\u4ed8\u304d\u5408\u3044\u306e\u5834\u5408\uff1a<\/strong> \u9069\u5207\u306a\u5185\u5bb9\u3092\u9078\u3093\u3060\u5f8c\u3001<strong>\u3069\u306e\u3088\u3046\u306a\u8a00\u8449\u9063\u3044\u3001\u30c8\u30fc\u30f3\u3001\u8868\u60c5\u3067\u4f1d\u3048\u308b\u304b<\/strong>\u3092\u8abf\u6574\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\ud83c\udf1f \u30e1\u30f3\u30bf\u30fc\u304b\u3089\u306e\u30d2\u30f3\u30c8\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u624b\u306b\u76ae\u8089\u3084\u5acc\u5473\u3068\u3057\u3066\u53d7\u3051\u53d6\u3089\u308c\u304c\u3061\u306a\u5834\u5408\u306f\u3001\u3054\u81ea\u8eab\u306e\u300c<strong>\u6e29\u5ea6<\/strong>\u300d\u3092\u898b\u76f4\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c11\u3057\u6e29\u5ea6\u3092\u4e0b\u3052\u3066\u3001<strong>\u3088\u308a\u7a4f\u3084\u304b\u3067\u5b9a\u578b\u7684\uff08\uff1d\u4e01\u5be7\uff09\u306a\u8a00\u8449\u9063\u3044<\/strong>\u3092\u9078\u3073\u76f4\u3059\u3068\u3001\u8aa4\u89e3\u3092\u62db\u304d\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002\u9006\u306b\u3001\u89aa\u3057\u3044\u9593\u67c4\u3067\u5275\u9020\u7684\u306a\u4f1a\u8a71\u3092\u697d\u3057\u307f\u305f\u3044\u306a\u3089\u3001\u5c11\u3057\u6e29\u5ea6\u3092\u4e0a\u3052\u3066<strong>\u7815\u3051\u305f\u53e3\u8abf\uff08\u5317\u4e5d\u5dde\u5f01\u3067\u8a00\u3046\u3068\u300c\u3070\u3044\u300d\u3084\u300c\u3061\u3083\u300d\u3092\u4f7f\u3046<\/strong>\u3088\u3046\u306a\u611f\u3058\uff01\uff09\u3067\u8868\u73fe\u3057\u3066\u307f\u308b\u306e\u3082\u826f\u3044\u3067\u3059\u306d\uff01<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"614\" src=\"https:\/\/news.ayatori-inc.co.jp\/wp-content\/uploads\/2025\/11\/pixai-1947315732610433805-0-1024x614.webp\" alt=\"\" class=\"wp-image-300\" srcset=\"https:\/\/news.ayatori-inc.co.jp\/wp-content\/uploads\/2025\/11\/pixai-1947315732610433805-0-1024x614.webp 1024w, https:\/\/news.ayatori-inc.co.jp\/wp-content\/uploads\/2025\/11\/pixai-1947315732610433805-0-300x180.webp 300w, https:\/\/news.ayatori-inc.co.jp\/wp-content\/uploads\/2025\/11\/pixai-1947315732610433805-0-768x461.webp 768w, https:\/\/news.ayatori-inc.co.jp\/wp-content\/uploads\/2025\/11\/pixai-1947315732610433805-0.webp 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p 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