{"id":1347,"date":"2023-11-07T22:05:59","date_gmt":"2023-11-07T13:05:59","guid":{"rendered":"https:\/\/citadel-ai.com\/?p=1347"},"modified":"2024-09-17T12:47:16","modified_gmt":"2024-09-17T03:47:16","slug":"usecase-of-llm-2-3","status":"publish","type":"post","link":"https:\/\/citadel-ai.com\/ja\/blog\/2023\/11\/07\/usecase-of-llm-2-3\/","title":{"rendered":"\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u304b\u3089\u7406\u89e3\u3059\u308b LLM (2\/3) \u6587\u7ae0\u3092\u6271\u3046 LLM \u306e\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9"},"content":{"rendered":"\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u6587\u7ae0\u3092\u6271\u3046 LLM \u306e\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3088\u308a\u5e83\u304f\u300cAI 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decoding=\"async\" width=\"624\" height=\"684\" src=\"https:\/\/lh7-us.googleusercontent.com\/c39MBSqQci3fOxUggEvV2Jw72nIWX_feaapqkjd5xJzmHppxhppyIiIf23jhs9EuqMV8C357wNRw_q15Z8B1FrG9OTR0Jn2M5jyO8FtCBvvzipjB5nE2bWHQIrR9KHDvnGiQ8DjXsvUDJHvlEwXX1g\"><\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u4e00\u822c\u7684\u306a\u60c5\u5831\u304b\u3089\u521d\u671f\u306e\u6848\u3092\u5f97\u308b\u305f\u3081\u306b LLM \u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30e9\u30d5\u306b\u66f8\u3044\u305f\u30a2\u30a4\u30c7\u30a2\u306e\u7b87\u6761\u66f8\u304d\u3092\u66f8\u304d\u76f4\u3055\u305b\u308b\u306e\u3082\u6709\u52b9\u3067\u3059\u3002\u4e00\u65b9\u3001\u6700\u65b0\u306e\u60c5\u5831\u3092\u6301\u3063\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u70b9\u3084\u3001\u6cd5\u5f8b\u3084\u696d\u754c\u306e\u30eb\u30fc\u30eb\u306b\u5f93\u308f\u306a\u3044\u70b9\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u6587\u7ae0\u8981\u7d04<\/strong><\/h2>\n\n\n\n<p>\u6587\u7ae0\u8981\u7d04\u306f LLM \u306e\u5fdc\u7528\u5148\u3068\u3057\u3066\u6709\u671b\u306a\u3082\u306e\u306e\u3072\u3068\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u9577\u5927\u306a\u6587\u7ae0\u3084\u83ab\u5927\u306a\u91cf\u306e\u6587\u7ae0\u306b\u3064\u3044\u3066\u3001\u6982\u8981\u3092\u307e\u305a\u77e5\u308b\u7528\u9014\u3067\u7528\u3044\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u6587\u7ae0\u3084\u8ad6\u6587\u306a\u3069\u3092\u8981\u7d04\u3067\u3075\u308b\u3044\u5206\u3051\u3057\u3001\u91cd\u8981\u305d\u3046\u306a\u6587\u7ae0\u306e\u307f\u3092\u719f\u8aad\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001LLM \u306e\u6301\u3064\u591a\u69d8\u306a\u80fd\u529b\u3092\u5229\u7528\u3057\u3066\u3001\u8981\u7d04\u3068\u540c\u6642\u306b\u7ffb\u8a33\u3059\u308b\u3053\u3068\u3082\u6709\u671b\u3067\u3059\u3002\u305f\u3068\u3048\u3070<a href=\"https:\/\/citadel-ai.com\/ja\/blog\/2023\/10\/24\/usecase-of-llm-1-3\/\">\u524d\u56de\u306e\u8a18\u4e8b<\/a>\u3092 Google Cloud \u304c\u63d0\u4f9b\u3059\u308b Vertex AI \u306e Language (text-bison) \u3067\u8981\u7d04\u3057\u305f\u7d50\u679c\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\u306f\u6025\u901f\u306b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u62e1\u5927\u3057\u3066\u304a\u308a\u3001\u300cAI\u300d\u3068\u3044\u3046\u8a00\u8449\u306e\u6307\u3059\u7bc4\u56f2\u304c\u66d6\u6627\u306b\u306a\u308a\u3064\u3064\u3042\u308b\u3088\u3046\u306b\u601d\u3044\u307e\u3059\u3002\u305d\u3053\u3067\u8eab\u8fd1\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u7740\u76ee\u3057\u3001\u3042\u3089\u305f\u3081\u3066AI\u306e\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u3001\u8fd1\u5e74\u6025\u901f\u306b\u767a\u5c55\u3057\u3064\u3064\u3042\u308bLLM\u3084\u751f\u6210\u30e2\u30c7\u30eb\u304c\u6d3b\u7528\u3055\u308c\u308b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u3064\u3044\u3066\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8eab\u306e\u56de\u308a\u306b\u3042\u308bAI\u306f\u3001\u30b2\u30fc\u30e0\u306eAI\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u753b\u50cf\u3084\u6587\u7ae0\u3092\u751f\u6210\u3059\u308bAI\u306e3\u3064\u306b\u5927\u5225\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u305d\u308c\u305e\u308c\u306eAI\u306e\u5177\u4f53\u4f8b\u3001\u5165\u529b\u5143\u3068\u51fa\u529b\u5148\u3001\u8a55\u4fa1\u65b9\u6cd5\u306b\u3064\u3044\u3066\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u524d\u56de\u306e\u8a18\u4e8b\u306f\u9577\u3044\u305f\u3081\u5358\u306b\u300c\u3053\u306e\u8a18\u4e8b\u3092\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u6307\u793a\u3060\u3051\u3067\u306f\u9577\u5927\u306a\u8981\u7d04\u3092\u751f\u6210\u3057\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002\u305d\u3053\u3067\u300c\u3053\u306e\u8a18\u4e8b\u30923\u30bb\u30f3\u30c6\u30f3\u30b9\u7a0b\u5ea6\u3067\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u9577\u3055\u3092\u6307\u5b9a\u3057\u305f\u3053\u3068\u3067\u3001\u4e0a\u8a18\u306e\u77ed\u3044\u6587\u7ae0\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u8981\u7d04\u3092\u4f5c\u6210\u3059\u308b\u969b\u306e\u6307\u793a\u3092\u5de5\u592b\u3059\u308b\u3053\u3068\u3067\u3001\u5e73\u6613\u306a\u8a00\u8449\u3067\u8aac\u660e\u3055\u305b\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002\u305f\u3068\u3048\u3070\u3001\u5f0a\u793e\u3067\u884c\u3063\u305f\u30cf\u30c3\u30ab\u30bd\u30f3\u3067\u306f\u300c5 \u624d\u5150\u306b\u308f\u304b\u308b\u3088\u3046\u306b\u300d\u3068\u3044\u3063\u305f\u6307\u793a\u3092\u52a0\u3048\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u306e\u3088\u3046\u306a\u30c6\u30af\u30cb\u30c3\u30af\u304c\u5229\u7528\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001\u5148\u7a0b\u306e\u8a18\u4e8b\u306e\u8981\u7d04\u306b\u304a\u3044\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u300c\u3053\u306e\u8a18\u4e8b\u30925\u3055\u3044\u306e\u3053\u3069\u3082\u306b\u308f\u304b\u308b\u3088\u3046\u306b\u30013\u30bb\u30f3\u30c6\u30f3\u30b9\u7a0b\u5ea6\u3067\u8981\u7d04\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u5909\u66f4\u3059\u308b\u3068\u6b21\u306e\u3088\u3046\u306a\u7d50\u679c\u306b\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI \u306b\u306f\u3044\u308d\u3044\u308d\u306a\u7a2e\u985e\u304c\u3042\u3063\u3066\u3001\u30b2\u30fc\u30e0\u306e AI\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u753b\u50cf\u3084\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b2\u30fc\u30e0\u306e AI \u306f\u3001\u30b2\u30fc\u30e0\u306e\u4e2d\u306e\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3084\u6575\u306e\u884c\u52d5\u3092\u5236\u5fa1\u3059\u308b AI \u3067\u3059\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u52d5\u753b\u3084\u5546\u54c1\u306a\u3069\u306e\u4e2d\u304b\u3089\u30e6\u30fc\u30b6\u30fc\u306b\u30aa\u30b9\u30b9\u30e1\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u9078\u3073\u51fa\u3057\u3066\u63d0\u793a\u3059\u308b AI \u3067\u3059\u3002\u753b\u50cf\u3084\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b AI \u306f\u3001\u753b\u50cf\u3084\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b AI \u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3042\u304d\u3089\u304b\u306b\u5e73\u6613\u306a\u8a00\u3044\u65b9\u306b\u5909\u308f\u3063\u305f\u306e\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001\u8a00\u8a9e\u3084\u5206\u91ce\u306b\u3088\u3063\u3066LLM\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5dee\u304c\u3042\u308b\u70b9\u306f\u6ce8\u610f\u3059\u3079\u304d\u3067\u3057\u3087\u3046\u3002\u4e00\u822c\u306b\u3001\u65e5\u672c\u8a9e\u3088\u308a\u306f\u82f1\u8a9e\u306e\u307b\u3046\u304c\u3046\u307e\u304f\u6271\u3048\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u5c02\u9580\u5206\u91ce\u306b\u5b58\u5728\u3059\u308b\u7279\u5b9a\u306e\u30eb\u30fc\u30eb\u306b\u5f93\u3063\u305f\u51fa\u529b\u3092\u884c\u3046\u3053\u3068\u306f\u82e6\u624b\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u91d1\u878d\u5546\u54c1\u306e\u8aac\u660e\u3059\u308b\u969b\u306b\u306f\u300c\u5fc5\u305a\u5132\u304b\u308b\u300d\u306a\u3069\u306e\u65ad\u5b9a\u3092\u884c\u3046\u3053\u3068\u306f\u7981\u6b62\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u3088\u3046\u306a\u51fa\u529b\u3092\u884c\u308f\u306a\u3044\u3053\u3068\u306f\u5fc5\u305a\u3057\u3082\u4fdd\u8a3c\u3055\u308c\u307e\u305b\u3093\u3002\u3082\u3057\u4f55\u3089\u304b\u306e\u30eb\u30fc\u30eb\u306b\u5f93\u3063\u305f\u51fa\u529b\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u5206\u91ce\u3067\u7528\u3044\u308b\u5834\u5408\u306b\u306f\u3001\u5f8c\u51e6\u7406\u3067\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u7981\u5247\u51e6\u7406\u3092\u5c0e\u5165\u3057\u305f\u4e0a\u3067\u3001\u4e8b\u524d\u306b\u5165\u5ff5\u306a\u691c\u8a3c\u3082\u5fc5\u8981\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5fdc\u7528\u7684\u306a\u691c\u7d22<\/strong><\/h2>\n\n\n\n<p>\u691c\u7d22\u3068LLM\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u306e\u306f\u304b\u306a\u308a\u6709\u671b\u306a\u5229\u7528\u65b9\u6cd5\u3067\u3059\u3002\u3053\u308c\u306f\u3082\u3063\u3068\u3082\u5e83\u304f\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u5fdc\u7528\u6cd5\u306e\u3072\u3068\u3064\u3067\u3001RAG (Retrieval-Augmented Generation) \u3068\u547c\u3070\u308c\u307e\u3059\u3002\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3068\u8981\u7d04\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u3057\u3066\u5f97\u3089\u308c\u305f\u7d50\u679c\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u691c\u7d22\u7d50\u679c\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3069\u306e\u3088\u3046\u306b\u8fd4\u7b54\u306e\u54c1\u8cea\u304c\u5909\u308f\u308b\u306e\u304b\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u307e\u305a\u3001\u5916\u90e8\u306e\u691c\u7d22\u3092\u7528\u3044\u306a\u3044\u72b6\u614b\u3067 GPT-4 \u306b\u962a\u795e\u30d5\u30a1\u30f3\u306e\u6c17\u306b\u3059\u308b\u300c\u30a2\u30ec\u300d\u306b\u3064\u3044\u3066\u8cea\u554f\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"1536\" height=\"1296\" src=\"https:\/\/citadel-ai.com\/wp-content\/uploads\/2023\/11\/image-1.png\" alt=\"\" class=\"wp-image-1350\" srcset=\"https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2023\/11\/image-1.png 1536w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2023\/11\/image-1-300x253.png 300w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2023\/11\/image-1-1024x864.png 1024w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2023\/11\/image-1-768x648.png 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/figure>\n\n\n\n<p>\u6b21\u306b\u3001Web \u691c\u7d22\u3092\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u7d50\u679c\u306f\u3053\u306e\u3088\u3046\u306b\u5909\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"1536\" height=\"936\" src=\"https:\/\/citadel-ai.com\/wp-content\/uploads\/2023\/11\/image.png\" alt=\"\" class=\"wp-image-1349\" srcset=\"https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2023\/11\/image.png 1536w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2023\/11\/image-300x183.png 300w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2023\/11\/image-1024x624.png 1024w, https:\/\/citadel-ai.com\/ja\/wp-content\/uploads\/sites\/1\/2023\/11\/image-768x468.png 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/figure>\n\n\n\n<p>2023\u5e7411\u6708\u73fe\u5728\u3001GPT-4 \u306f2023\u5e744\u6708\u307e\u3067\u306e\u77e5\u8b58\u3092\u5143\u306b\u56de\u7b54\u3059\u308b\u3088\u3046\u3067\u3059\u3002\u3053\u306e\u305f\u3081\u3001\u691c\u7d22\u3092\u56de\u7b54\u306b\u7528\u3044\u306a\u3044\u5834\u5408\u306b\u306f\u512a\u52dd\u3068\u3046\u307e\u304f\u7d50\u3073\u4ed8\u3051\u3089\u308c\u3066\u3044\u306a\u3044\u3088\u3046\u3067\u3059\u3002\u4e00\u65b9\u3001\u691c\u7d22\u7d50\u679c\u3092\u7528\u3044\u308b\u5834\u5408\u306b\u306f&nbsp; 2023 \u5e74\u306e\u30bb\u30fb\u30ea\u30fc\u30b0\u512a\u52dd\u306b\u8a00\u53ca\u3057\u3066\u304a\u308a\u3001\u3088\u308a\u671b\u307e\u3057\u3044\u56de\u7b54\u3092\u3057\u3066\u3044\u308b\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b RAG \u306f LLM \u306e\u6301\u3064\u300c\u5b66\u7fd2\u6642\u70b9\u306e\u77e5\u8b58\u3057\u304b\u6301\u3063\u3066\u3044\u306a\u3044\u305f\u3081\u306b\u3001\u6700\u65b0\u306e\u60c5\u5831\u3092\u56de\u7b54\u306b\u542b\u3081\u3089\u308c\u306a\u3044\u300d\u3068\u3044\u3046\u6b20\u70b9\u3092\u88dc\u3048\u308b\u624b\u6cd5\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u624b\u6cd5\u306f\u6700\u65b0\u306e\u60c5\u5831\u3084\u5404\u7d44\u7e54\u56fa\u6709\u306e\u60c5\u5831\u3092\u30e2\u30c7\u30eb\u306b\u6559\u3048\u308b\u305f\u3081\u306e\u624b\u6cd5\u3068\u3057\u3066\u3001\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30f3\u306e\u3088\u3046\u306b\u5229\u7528\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9<\/strong><\/h2>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u5358\u4e00\u306e\u30bf\u30b9\u30af\u3092\u3053\u306a\u3057\u3066\u3044\u305f\u306e\u3068\u306f\u7570\u306a\u308a\u3001LLM \u306f\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u305f\u3081\u3001\u591a\u69d8\u306a\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u308b\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u3068\u3057\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/citadel-ai.com\/ja\/blog\/2023\/09\/27\/introduction-to-llm-citadel-ais-llm-efforts-to-date\/\">\u524d\u56de\u306e\u30cf\u30c3\u30ab\u30bd\u30f3<\/a>\u3067\u306f\u3053\u306e\u591a\u69d8\u306a\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u5074\u9762\u304c\u767a\u63ee\u3055\u308c\u305f\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001\u30cf\u30c3\u30ab\u30bd\u30f3\u306e\u6210\u679c\u3092\u305d\u306e\u307e\u307e\u5b9f\u904b\u7528\u306b\u6301\u3061\u8fbc\u3080\u306e\u306f\u614e\u91cd\u306b\u306a\u308b\u3079\u304d\u3067\u3057\u3087\u3046\u3002LLM \u306f\u65e2\u5b58\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u6bd4\u8f03\u3057\u3066\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u308a\u304c\u3061\u3067\u3059\u3002\u307e\u305f\u3001LLM \u306f\u975e\u5e38\u306b\u9045\u3044\u305f\u3081\u3001\u63d0\u4f9b\u3059\u308b UI \u3084 UX \u306b\u3064\u3044\u3066\u8ffd\u52a0\u306e\u691c\u8a0e\u304c\u5fc5\u8981\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u6b21\u56de\u306f\u3001\u753b\u50cf\u3068\u6587\u7ae0\u3092\u6271\u3046 LLM \u306b\u3064\u3044\u3066\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u4eca\u56de\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u306e\u753b\u50cf\u3082 DALL-E 2 \u3092\u7528\u3044\u3066\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3001\u305d\u306e\u3088\u3046\u306a\u753b\u50cf\u3068\u6587\u7ae0\u3092\u6271\u3046 LLM \u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Citadel AI \u3067\u306f LLM \u306e\u30c6\u30b9\u30c8\u3092\u884c\u3046\u30c4\u30fc\u30eb\u3068\u3057\u3066\u00a0<a href=\"https:\/\/github.com\/citadel-ai\/langcheck\" target=\"_blank\" rel=\"noreferrer noopener\">LangCheck<\/a>\u00a0\u3092 OSS \u3067\u958b\u767a\u3057\u3066\u3044\u307e\u3059\u3002LLM \u306e\u8a55\u4fa1\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3068\u3057\u3066\u304a\u8a66\u3057\u3044\u305f\u3060\u3051\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u6587\u7ae0\u3092\u6271\u3046 LLM \u306e\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3088\u308a\u5e83\u304f\u300cAI \u306b\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u300d\u304b\u3089\u78ba\u8a8d\u3057\u305f\u3044\u65b9\u306f\u524d\u56de\u306e\u8a18\u4e8b\u3067\u5e83\u304f\u6271\u3063\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u305d\u3061\u3089\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002 \u4eca\u56de\u306f\u3001\u6587\u7ae0\u3092\u5165\u529b\u3068\u3057\u3066\u53d7\u3051\u4ed8\u3051\u3001\u51fa\u529b\u3092 [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":1348,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-1347","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/posts\/1347","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/comments?post=1347"}],"version-history":[{"count":0,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/posts\/1347\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/media\/1348"}],"wp:attachment":[{"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/media?parent=1347"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/categories?post=1347"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/citadel-ai.com\/ja\/wp-json\/wp\/v2\/tags?post=1347"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}