{"id":70495,"date":"2024-07-08T11:30:00","date_gmt":"2024-07-08T02:30:00","guid":{"rendered":"https:\/\/www.creationline.com\/?p=70495"},"modified":"2024-07-18T10:00:17","modified_gmt":"2024-07-18T01:00:17","slug":"%e3%80%90event-driven-architecture%e3%81%b8%e3%81%ae%e9%81%93%e3%80%91%e3%82%a4%e3%83%99%e3%83%b3%e3%83%88%e3%83%bb%e3%83%89%e3%83%aa%e3%83%96%e3%83%b3%e3%82%a2%e3%83%bc%e3%82%ad%e3%83%86%e3%82%af-3-2","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/ai\/70495","title":{"rendered":"\u3010\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3011\u81ea\u793e\u306e\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u306b\u4f75\u305b\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u4f5c\u308b\u306b\u306f\uff1f \u4f01\u696d\u5411\u3051LLM\u306e\u7d39\u4ecb #enterprise-llm"},"content":{"rendered":"\n

\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3068\u306f\uff1f<\/strong><\/h2>\n\n\n\n

\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\uff08Enterprise LLM\uff09\u306f\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff1aLarge Language Model\uff09\u306b\u5bfe\u3057\u3066\u4f01\u696d\u72ec\u81ea\u306e\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u306b\u4f75\u305b\u3066\u77e5\u8b58\u3092\u8ffd\u52a0\u3057\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u305f\u30e2\u30c7\u30eb\u3067\u3059\u3002\u901a\u5e38\u306eLLM\u3068\u306f\u7570\u306a\u308a\u3001\u516c\u958b\u30fb\u4e00\u822c\u5316\u3055\u308c\u3066\u3044\u308b\u4e16\u754c\u77e5\u8b58\u306b\u52a0\u3048\u3066\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306f\u4f01\u696d\u306e\u5229\u7528\u76ee\u7684\u30fb\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u77e5\u8b58\u3092\u8ffd\u52a0\u30fb\u7de8\u96c6\u3057\u3001\u4f01\u696d\u306e\u4e8b\u696d\u9818\u57df\u306b\u304a\u3044\u3066\u5f79\u7acb\u3064\u3082\u306e\u306b\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

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    \n
  1. \u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u30fb\u4f01\u696d\u56fa\u6709\u306e\u77e5\u8b58\u306e\u7d71\u5408:<\/strong> \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306f\u3001\u7279\u5b9a\u306e\u696d\u754c\u3084\u30d3\u30b8\u30cd\u30b9\u9818\u57df\u306b\u95a2\u3059\u308b\u8c4a\u5bcc\u306a\u30c7\u30fc\u30bf\u3084\u77e5\u8b58\u3092\u7d71\u5408\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u72ec\u81ea\u306e\u77e5\u8b58\u3084\u696d\u754c\u7279\u6709\u306e\u5c02\u9580\u7528\u8a9e\u306a\u3069\u306e\u6587\u8108\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306a\u60c5\u5831\u3084\u89e3\u6c7a\u7b56\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n
  2. \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc:<\/strong> \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306f\u3001\u4f01\u696d\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u4fdd\u8b77\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u3067\u52d5\u4f5c\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4f01\u696d\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306b\u304a\u3044\u3066\u3001\u9ad8\u3044\u6a5f\u5bc6\u6027\u3068\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n\n\n\n
  3. \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u6027\u30fb\u30d3\u30b8\u30cd\u30b9\u8ffd\u5f93\u6027:<\/strong> \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306f\u3001\u4f01\u696d\u72ec\u81ea\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u3057\u307e\u3059\u3002\u7279\u5b9a\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3084\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306b\u3001\u77e5\u8b58\u306e\u8ffd\u52a0\u30fb\u7de8\u96c6\u3001\u30e2\u30c7\u30eb\u306e\u8a13\u7df4\u3084\u8abf\u6574\u3092\u884c\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u4f01\u696d\u306e\u30d3\u30b8\u30cd\u30b9\u306e\u6210\u9577\u3084\u5909\u5316\u306b\u4f34\u3044\u3001\u7d99\u7d9a\u7684\u306b\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n

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    <\/p>\n\n\n\n

    \"\"<\/figure>\n\n\n\n

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    LLM\u3092\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u9818\u57df\u3067\u6d3b\u7528\u3059\u308b\u969b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u306b\u7279\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

      \n
    1. \u6709\u52b9\u6027\u30fb\u7cbe\u5ea6\u691c\u8a3c<\/strong>: \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306e\u51fa\u529b\u7d50\u679c\u3092\u4eba\u9593\u306e\u5224\u65ad\u3068\u6bd4\u8f03\u3057\u6709\u52b9\u6027\u3092\u660e\u78ba\u306b\u3059\u308b\u91cd\u8981\u3067\u3059\u3002\u7cbe\u5ea6\u691c\u8a3c\u306e\u57fa\u6e96\u3001\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u8a2d\u8a08\u3057\u3001\u6709\u52b9\u6027\u30fb\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n
    2. \u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u4fdd\u8b77\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u78ba\u4fdd<\/strong>: \u4f01\u696d\u5411\u3051\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u3067\u306f\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u3084\u500b\u4eba\u60c5\u5831\u306e\u4fdd\u8b77\u304c\u6700\u512a\u5148\u3067\u3059\u3002\u30c7\u30fc\u30bf\u304b\u3089\u306e\u500b\u4eba\u60c5\u5831\u306e\u524a\u9664\u3084\u3001\u9069\u5207\u306a\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u7ba1\u7406\u3084\u30c7\u30fc\u30bf\u6697\u53f7\u5316\u306a\u3069\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u304c\u5fc5\u8981\u3067\u3059\u3002\u7279\u306b\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3084RAG\u306e\u3088\u3046\u306a\u624b\u6cd5\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u306e\u9069\u5207\u306a\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/li>\n\n\n\n
    3. \u30c7\u30fc\u30bf\u6f0f\u6d29\u306e\u9632\u6b62<\/strong>: \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u304c\u5b66\u7fd2\u3057\u305f\u30c7\u30fc\u30bf\u3084\u751f\u6210\u3057\u305f\u60c5\u5831\u304c\u610f\u56f3\u305b\u305a\u5916\u90e8\u306b\u6f0f\u6d29\u3057\u306a\u3044\u3088\u3046\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<\/ol>\n\n\n\n

      \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306e\u6d3b\u7528\u306b\u969b\u3057\u3066\u3001\u3053\u308c\u3089\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u8003\u616e\u3057\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u3088\u308a\u5b89\u5168\u304b\u3064\u52b9\u679c\u7684\u306a\u5229\u7528\u3092\u5b9f\u73fe\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u4ed8\u52a0\u4fa1\u5024\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

      \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3092\u69cb\u6210\u3059\u308b3\u3064\u306e\u8981\u7d20<\/strong><\/h2>\n\n\n\n
      \"\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3092\u69cb\u6210\u3059\u308b\uff13\u3064\u306e\u8981\u7d20\"<\/figure>\n\n\n\n

      \u4e0a\u56f3\u3067\u306f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3092\u69cb\u6210\u3059\u308b\u305f\u3081\u306e3\u3064\u306e\u65b9\u5411\u306e\u8981\u7d20\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u30c9\u30e1\u30a4\u30f3\u7279\u5316LLM\u3001\u30af\u30ed\u30fc\u30ba\u30bd\u30fc\u30b9LLM\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e3\u3064\u69cb\u6210\u8981\u7d20\u3092\u6bb5\u968e\u7684\u306b\u7d44\u307f\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

      \u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9LLM<\/h3>\n\n\n\n

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      \u30c9\u30e1\u30a4\u30f3\u7279\u5316LLM<\/h3>\n\n\n\n

      \u7279\u5b9a\u306e\u696d\u754c\u3084\u5206\u91ce\u306b\u7279\u5316\u3057\u305fLLM\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u4f8b\u3068\u3057\u3066\u300cBloomberg GPT\u300d\u3001\u300cBopMed LM\u300d\u3001\u300cFinBERT\u300d\u3068\u3044\u3063\u305f\u30e2\u30c7\u30eb\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u91d1\u878d\u3001\u533b\u7642\u3001\u30d3\u30b8\u30cd\u30b9\u30cb\u30e5\u30fc\u30b9\u306a\u3069\u306e\u7279\u5b9a\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n

      \u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM<\/h3>\n\n\n\n

      \u4f01\u696d\u306e\u5185\u90e8\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306a\u3069\u3067\u904b\u7528\u3055\u308c\u308bLLM\u3092\u6307\u3057\u3066\u304a\u308a\u3001\u300cLlama 2\u300d\u3001\u300cFalcon 180B\u300d\u3001\u300cCodeLlama\u300d\u3068\u3044\u3063\u305f\u30e2\u30c7\u30eb\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u4f01\u696d\u304c\u81ea\u8eab\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u5185\u3067\u7ba1\u7406\u3057\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u4fdd\u3061\u306a\u304c\u3089\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u3067\u3059\u3002\u4e2d\u592e\u306e\u300c\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u300d\u306f\u3001\u3053\u308c\u30893\u3064\u306e\u9818\u57df\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3084\u77e5\u8b58\u3092\u7d71\u5408\u3057\u3001\u4f01\u696d\u304c\u5229\u7528\u3059\u308b\u4e2d\u5fc3\u7684\u306aLLM\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9\u306e\u77e5\u8b58\u3001\u30c9\u30e1\u30a4\u30f3\u7279\u5316\u306e\u5c02\u9580\u77e5\u8b58\u3001\u305d\u3057\u3066\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u6700\u9069\u306aAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

      \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3092\u69cb\u7bc9\u3059\u308b<\/strong>\u6d41\u308c<\/h2>\n\n\n\n
      \"\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3092\u69cb\u7bc9\u3059\u308b\u9806\u756a\"<\/figure>\n\n\n\n

      \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u6d3b\u7528\u3059\u308b\u6226\u7565\u3068\u3057\u3066\u306f\u3001\u5148\u307b\u3069\u306e\uff13\u3064\u306e\u69cb\u6210\u8981\u7d20\u3092\u3069\u306e\u3088\u3046\u306a\u9806\u756a\u3067\u6d3b\u7528\u3057\u3066\u3044\u304f\u304b\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

      1. \u30af\u30ed\u30fc\u30ba\u30c9\u30bd\u30fc\u30b9LLM<\/h3>\n\n\n\n

      \u7b2c1\u6bb5\u968e\u3068\u3057\u3066\u306f\u3001\u793e\u5185AI\u30dd\u30fc\u30bf\u30eb\u306e\u69cb\u7bc9\u3068\u3057\u3066\u3001\u793e\u5185\u30c7\u30fc\u30bf\u306e\u5916\u90e8\u6d41\u51fa\u5236\u5fa1\u3084\u3001\u5229\u7528\u30dd\u30ea\u30b7\u30fc\u306e\u5fb9\u5e95\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001AI\u5229\u7528\u30b3\u30b9\u30c8\u96c6\u7d04\u7ba1\u7406\u3001\u5229\u7528\u5b9f\u614b\u628a\u63e1\u3068\u7ba1\u7406\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

      \u696d\u7a2e\u7279\u5316\u578bLLM<\/h3>\n\n\n\n

      \u7b2c2\u6bb5\u968e\u3068\u3057\u3066\u306f\u3001\u696d\u754c\u7279\u5316\u578bLLM\u306e\u6d3b\u7528\u3068\u3057\u3066\u3001\u7279\u5b9a\u696d\u754c\u306e\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u304b\u3089\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u5c11\u306a\u3044\u60c5\u5831\u6e90\u3001\u696d\u754c\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

      \u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM<\/h3>\n\n\n\n

      \u7b2c3\u6bb5\u968e\u3068\u3057\u3066\u306f\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u69cb\u7bc9\u3068\u3057\u3066\u3001\u4f01\u696d\u306b\u5e30\u5c5e\u3057\u305f\u30c7\u30fc\u30bf\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3001AI\u6d3b\u7528\u306e\u4ed6\u793e\u3068\u306e\u5dee\u5225\u5316\u3001\u4f01\u696d\u72ec\u81ea\u30c7\u30fc\u30bf\u306e\u6d41\u51fa\u306f\u9632\u6b62\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

      \u6700\u7d42\u7684\u306b\u3001\u3053\u308c\u3089\u306e\u6226\u7565\u306f\u300c\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba LLM + RAG\u300d\u3068\u3044\u3046\u5f62\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

      \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306e\u6280\u8853<\/strong><\/h2>\n\n\n\n

      \u524d\u8ff0\u3057\u305f\u3088\u3046\u306b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3067\u306f\u3001\u300c\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u300d\u306b\u52a0\u3048\u3001\u300c\u691c\u7d22\u5f37\u5316\u751f\u6210\uff08RAG\uff1aRetrieval-Augmented Generation\uff09\u300d\u3068\u3044\u3046\u6280\u8853\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u691c\u7d22\u5f37\u5316\u751f\u6210\uff08RAG\uff09\u306f\u3001\u60c5\u5831\u306e\u691c\u7d22\u3068\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210\u3092\u878d\u5408\u3055\u305b\u305f\u624b\u6cd5\u3067\u3042\u308a\u3001\u5927\u91cf\u306e\u6587\u66f8\u304b\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u30c6\u30ad\u30b9\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7279\u306b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u74b0\u5883\u306b\u304a\u3044\u3066\u306f\u3001RAG\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u7279\u5b9a\u5206\u91ce\u306e\u5c02\u9580\u77e5\u8b58\u3084\u4f01\u696d\u5185\u306e\u81a8\u5927\u306a\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u3001\u7d44\u7e54\u7279\u6709\u306e\u77e5\u8b58\u3092\u53cd\u6620\u3057\u305f\u7cbe\u5ea6\u306e\u9ad8\u3044\u56de\u7b54\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

      RAG\u306e\u52d5\u4f5c\u306f\u3001\u4ee5\u4e0b\u306e\u4e8c\u3064\u306e\u4e3b\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

      \u30b9\u30c6\u30c3\u30d71\uff1a\u60c5\u5831\u691c\u7d22<\/strong>
      \u30e6\u30fc\u30b6\u30fc\u306e\u30af\u30a8\u30ea\u306b\u57fa\u3065\u304d\u3001\u5e83\u7bc4\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u6587\u66f8\u7fa4\u304b\u3089\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u63a2\u3057\u51fa\u3057\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u985e\u4f3c\u5ea6\u306b\u57fa\u3065\u304f\u691c\u7d22\u3084\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u3088\u308b\u30de\u30c3\u30c1\u30f3\u30b0\u306a\u3069\u306e\u624b\u6cd5\u304c\u6d3b\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

      \u30b9\u30c6\u30c3\u30d72\uff1b\u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/strong>
      \u691c\u7d22\u306b\u3088\u3063\u3066\u5f97\u3089\u308c\u305f\u60c5\u5831\u3092\u57fa\u306b\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u65b0\u305f\u306a\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u691c\u7d22\u7d50\u679c\u3092\u5165\u529b\u3068\u3057\u3066\u4f7f\u7528\u3057\u3001\u30af\u30a8\u30ea\u306b\u5fdc\u3058\u305f\u8a73\u7d30\u306a\u56de\u7b54\u3084\u95a2\u9023\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u308a\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

      \"\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\"<\/figure>\n\n\n\n

      \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306e<\/strong>\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u304a\u3088\u3073\u6d3b\u7528\u4e8b\u4f8b<\/h2>\n\n\n\n

      \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306e\u3088\u3046\u306a\u4f01\u696d\u5411\u3051LLM\u30b5\u30fc\u30d3\u30b9\u306f\u5e7e\u3064\u304b\u306e\u4f1a\u793e\u304b\u3089\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u4ee3\u8868\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u793a\u3057\u307e\u3059\u3002\uff082024\u5e744\u6708\u6642\u70b9\uff09<\/p>\n\n\n\n

      \n
      \n
      \n
      \n
      \u4f1a\u793e\u540d<\/strong><\/td>\u30b5\u30fc\u30d3\u30b9\u540d\u307e\u305f\u306f\u6d3b\u7528\u4e8b\u4f8b<\/strong><\/td>\u7279\u5fb4<\/strong><\/td><\/tr>
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      \u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u682a\u5f0f\u4f1a\u793e<\/td>AI Knowledge Link(AI \u30ca\u30ec\u30c3\u30b8 \u30ea\u30f3\u30af)<\/a><\/td>

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      \u682a\u5f0f\u4f1a\u793eAI Shift<\/td>AI Messenger Chatbot<\/a><\/td>\u5404\u4f01\u696d\u5c02\u7528\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u7279\u5316LLM <\/strong>
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      \u682a\u5f0f\u4f1a\u793e\u91ce\u6751\u7dcf\u5408\u7814\u7a76\u6240

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      AWS<\/td>AWS Bedrock<\/a><\/td>AWS Bedrock\u306f\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u4f01\u696d\u306e\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u306a\u30c7\u30fc\u30bf\u3084\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u8981\u4ef6\u306b\u57fa\u3065\u3044\u3066\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001
      \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306e\u5229\u7528\u3092\u5bb9\u6613\u306b\u3057\u3001\u4f01\u696d\u304c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u6700\u5148\u7aef\u6280\u8853\u3092\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u6d3b\u7528\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u4f4d\u7f6e\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u306e\u81ea\u52d5\u5316\u3001\u6587\u66f8\u306e\u81ea\u52d5\u751f\u6210\u3001\u60c5\u5831\u62bd\u51fa\u3001\u610f\u601d\u6c7a\u5b9a\u652f\u63f4\u306a\u3069\u3001\u591a\u5c90\u306b\u308f\u305f\u308b\u7528\u9014\u3067\u306e\u5fdc\u7528\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/td><\/tr>
      Microsoft<\/td>Azure Chat<\/a><\/td>Azure Chat\u306f\u3001Microsoft Azure\u304c\u63d0\u4f9b\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u3064\u3067\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u3067\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u6d3b\u7528\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u4f1a\u8a71\u578bAI\u306e\u69cb\u7bc9\u3092\u53ef\u80fd\u306b\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306e\u6587\u8108\u3067Azure Chat\u3092\u4f4d\u7f6e\u4ed8\u3051\u308b\u969b\u3001\u305d\u306e\u4e3b\u306a\u7279\u5fb4\u3068\u3057\u3066\u3001\u9ad8\u5ea6\u306a\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u80fd\u529b\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u4fdd\u8b77\u3001\u305d\u3057\u3066Microsoft\u306e\u30af\u30e9\u30a6\u30c9\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/td><\/tr>
      Google Cloud<\/td>Vertex AI<\/a><\/td>Google Cloud\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308bVertex AI\u306f\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306e\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u304a\u3088\u3073\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7d71\u5408\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/span>Vertex AI\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3001\u76e3\u8996\u306a\u3069\u306e\u6a5f\u68b0\u5b66\u7fd2\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5168\u4f53\u3092\u7d71\u5408\u3057\u3001\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u958b\u767a\u304a\u3088\u3073\u904b\u7528\u74b0\u5883\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306e\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3092\u52b9\u7387\u5316\u3057\u3001\u8fc5\u901f\u306a\u30e2\u30c7\u30eb\u306e\u5b9f\u88c5\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

      \u307e\u3068\u3081<\/h2>\n\n\n\n

      \u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f<\/strong>\u3001\u4f01\u696d\u3067\u306eLLM\u306e\u6d3b\u7528\u3067\u5fc5\u8981\u3068\u306a\u308b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\uff08Enterprise LLM\uff09\u306e\u6982\u8981\u3001\u6d3b\u7528\u65b9\u6cd5\u3001\u95a2\u9023\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3084\u6280\u8853\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u306f\u3001\u4f01\u696d\u306e\u696d\u52d9\u52b9\u7387\u5316\u3084\u30b5\u30fc\u30d3\u30b9\u4fa1\u5024\u306e\u5411\u4e0a\u306b\u304a\u3044\u3066\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5404\u3005\u306e\u4f01\u696d\u306b\u9069\u3057\u305fAI\u30fbLLM\u306e\u6d3b\u7528\u306f\u5bb9\u6613\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u81ea\u793e\u306e\u4e8b\u696d\u30c9\u30e1\u30a4\u30f3\u30fb\u696d\u52d9\u5185\u5bb9\u306b\u5408\u81f4\u3057LLM\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u500b\u5225\u306e\u77e5\u8b58\u306e\u6d3b\u7528\u304c\u5fc5\u8981\u3067\u3059\u3002\u4f01\u696d\u72ec\u81ea\u306eLLM\uff08\uff1d\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\uff09\u3092\u4f5c\u3063\u3066\u3044\u304f\u305f\u3081\u306e\u9053\u7b4b\u3092\u6226\u7565\u3068\u3057\u3066\u4f5c\u3063\u3066\u3044\u304f\u3053\u3068\u304c\u3001AI\u6642\u4ee3\u306e\u4eca\u5f8c\u306e\u4f01\u696d\u306e\u6210\u9577\u306e\u9375\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

      \u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044<\/h2>\n\n\n\n
      \n

      \u751f\u6210AI\u306b\u3064\u3044\u3066\u8208\u5473\u95a2\u5fc3\u304c\u3042\u308a\u3001
      \u3054\u76f8\u8ac7\u304c\u3042\u308c\u3070\u4ee5\u4e0b\u3088\u308a\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044<\/p>\n\n

      \n \n \"ご相談はこちらから\n <\/a>\n<\/div>\n\n\n<\/div>\n","protected":false},"excerpt":{"rendered":"

      \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3068\u306f\uff1f \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\uff08Enterprise LLM\uff09\u306f\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff1aLarge Language Model\uff09\u306b\u5bfe\u3057\u3066\u4f01\u696d\u72ec\u81ea\u306e\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u306b\u4f75\u305b\u3066\u77e5\u8b58\u3092\u8ffd\u52a0\u3057\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba […]<\/p>\n","protected":false},"author":22,"featured_media":74048,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[779,817,955],"tags":[126,782,970,971],"class_list":["post-70495","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-chatgpt-ai","category-y-arai","tag-ai","tag-chatgpt","tag-cursor","tag-vscode"],"acf":[],"yoast_head":"\n\u3010\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baLLM\u3011\u81ea\u793e\u306e\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u306b\u4f75\u305b\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u4f5c\u308b\u306b\u306f\uff1f \u4f01\u696d\u5411\u3051LLM\u306e\u7d39\u4ecb #enterprise-llm - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"AI, ChatGPT\uff06AI, y-arai 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