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{"id":10572,"date":"2025-09-04T17:47:37","date_gmt":"2025-09-04T08:47:37","guid":{"rendered":"https:\/\/taskhub.jp\/?post_type=useful&p=10572"},"modified":"2025-09-04T17:47:38","modified_gmt":"2025-09-04T08:47:38","slug":"generative-ai-in-house-data","status":"publish","type":"useful","link":"https:\/\/taskhub.jp\/?useful=generative-ai-in-house-data","title":{"rendered":"\u751f\u6210AI\u306b\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u65b9\u6cd5\u3068\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"\n

\u300c\u751f\u6210AI\u306b\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u3066\u3001\u696d\u52d9\u3092\u52b9\u7387\u5316\u3057\u305f\u3044\u3051\u3069\u3001\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u304c\u308f\u304b\u3089\u306a\u3044\u2026\u300d
\u300c\u81ea\u793e\u306e\u6a5f\u5bc6\u60c5\u5831\u3092\u5b66\u7fd2\u3055\u305b\u308b\u306e\u306f\u3001\u60c5\u5831\u6f0f\u6d29\u306e\u30ea\u30b9\u30af\u304c\u6016\u304f\u3066\u306a\u304b\u306a\u304b\u8e0f\u307f\u51fa\u305b\u306a\u3044\u2026\u300d<\/p>\n\n\n\n

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\u3057\u304b\u3057\u3001\u305d\u306e\u65b9\u6cd5\u3084\u30ea\u30b9\u30af\u3092\u6b63\u3057\u304f\u7406\u89e3\u3057\u306a\u3044\u307e\u307e\u9032\u3081\u3066\u3057\u307e\u3046\u3068\u3001\u671f\u5f85\u3057\u305f\u52b9\u679c\u304c\u5f97\u3089\u308c\u306a\u304b\u3063\u305f\u308a\u3001\u91cd\u5927\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306b\u3064\u306a\u304c\u3063\u305f\u308a\u3059\u308b\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

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\u4e0a\u5834\u4f01\u696d\u3092\u30e1\u30a4\u30f3\u306b\u751f\u6210AI\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u4e8b\u696d\u3092\u5c55\u958b\u3057\u3066\u3044\u308b\u5f0a\u793e\u304c\u3001\u5b9f\u8df5\u7684\u306a\u77e5\u898b\u3092\u3082\u3068\u306b\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u304d\u3063\u3068\u5f79\u306b\u7acb\u3064\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u305c\u3072\u6700\u5f8c\u307e\u3067\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u751f\u6210AI\u306b\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b3\u3064\u306e\u65b9\u6cd5<\/h2>\n\n\n\n

\u3053\u3053\u304b\u3089\u306f\u3001\u751f\u6210AI\u306b\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u4ee3\u8868\u7684\u306a\u65b9\u6cd5\u30923\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \n
  1. \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/li>\n\n\n\n
  2. RAG\uff08Retrieval-Augmented Generation\uff09<\/li>\n\n\n\n
  3. \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/li>\n<\/ol>\n\n\n\n

    \u3053\u308c\u3089\u306e\u65b9\u6cd5\u306f\u305d\u308c\u305e\u308c\u7279\u5fb4\u304c\u7570\u306a\u308a\u3001\u76ee\u7684\u3084\u30b3\u30b9\u30c8\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u3082\u306e\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002
    \u305d\u308c\u3067\u306f\u30011\u3064\u305a\u3064\u9806\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \u2460\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/h3>\n\n\n\n

    \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u751f\u6210AI\u306b\u6307\u793a\u3092\u51fa\u3059\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u306e\u4e2d\u306b\u3001\u53c2\u7167\u3055\u305b\u305f\u3044\u793e\u5185\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u30c6\u30ad\u30b9\u30c8\u3068\u3057\u3066\u57cb\u3081\u8fbc\u3080\u6700\u3082\u30b7\u30f3\u30d7\u30eb\u306a\u65b9\u6cd5\u3067\u3059\u3002
    \u4f8b\u3048\u3070\u3001\u300c\u4ee5\u4e0b\u306e\u793e\u5185\u898f\u5b9a\u3092\u53c2\u8003\u306b\u3057\u3066\u3001\u51fa\u5f35\u7533\u8acb\u306e\u624b\u9806\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u3010\u3053\u3053\u306b\u793e\u5185\u898f\u5b9a\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u8cbc\u308a\u4ed8\u3051\u3011\u300d\u3068\u3044\u3063\u305f\u5f62\u3067\u5229\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \u3053\u306e\u624b\u6cd5\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u7279\u5225\u306a\u958b\u767a\u74b0\u5883\u3092\u5fc5\u8981\u3068\u305b\u305a\u3001\u8ab0\u3067\u3082\u624b\u8efd\u306b\u8a66\u305b\u308b\u70b9\u3067\u3059\u3002
    API\u9023\u643a\u306a\u3069\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u7279\u5b9a\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u81ea\u52d5\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u308b\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

    \u4e00\u65b9\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u306f\u5165\u529b\u3067\u304d\u308b\u6587\u5b57\u6570\u306b\u4e0a\u9650\u304c\u3042\u308b\u305f\u3081\u3001\u4e00\u5ea6\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307e\u305b\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002
    \u307e\u305f\u3001\u5bfe\u8a71\u306e\u305f\u3073\u306b\u6bce\u56de\u95a2\u9023\u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u624b\u9593\u304c\u304b\u304b\u308b\u70b9\u304c\u30c7\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002
    \u305d\u306e\u305f\u3081\u3001\u9650\u5b9a\u7684\u306a\u7bc4\u56f2\u306e\u60c5\u5831\u3092\u53c2\u7167\u3055\u305b\u305f\u3044\u5834\u5408\u3084\u3001\u624b\u8efd\u306b\u7cbe\u5ea6\u3092\u8a66\u3057\u3066\u307f\u305f\u3044\u3068\u3044\u3063\u305f\u521d\u671f\u6bb5\u968e\u3067\u306e\u5229\u7528\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

    \u2461RAG\uff08Retrieval-Augmented Generation\uff09<\/h3>\n\n\n\n

    RAG\uff08Retrieval-Augmented Generation\uff09\u306f\u3001\u65e5\u672c\u8a9e\u3067\u300c\u691c\u7d22\u62e1\u5f35\u751f\u6210\u300d\u3068\u8a33\u3055\u308c\u308b\u6280\u8853\u3067\u3059\u3002
    \u3053\u306e\u65b9\u6cd5\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u3001\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u81ea\u52d5\u3067\u691c\u7d22\uff08Retrieval\uff09\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u7d44\u307f\u8fbc\u3093\u3067AI\u306b\u56de\u7b54\u3092\u751f\u6210\uff08Generation\uff09\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n

    RAG\u306e\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u3001AI\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u518d\u5b66\u7fd2\u3055\u305b\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u5e38\u306b\u6700\u65b0\u306e\u793e\u5185\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u70b9\u3067\u3059\u3002
    \u307e\u305f\u3001AI\u304c\u3069\u306e\u60c5\u5831\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54\u3057\u305f\u306e\u304b\u3001\u305d\u306e\u51fa\u5178\u5143\u3092\u660e\u793a\u3067\u304d\u308b\u305f\u3081\u3001\u8aa4\u3063\u305f\u60c5\u5831\u3092\u751f\u6210\u3059\u308b\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u300d\u306e\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3057\u3001\u56de\u7b54\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u591a\u304f\u306e\u4f01\u696d\u3067\u5c0e\u5165\u3055\u308c\u3066\u3044\u308b\u300c\u793e\u5185\u7248ChatGPT\u300d\u306f\u3001\u3053\u306eRAG\u306e\u4ed5\u7d44\u307f\u3092\u5229\u7528\u3057\u3066\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002
    \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3088\u308a\u3082\u9ad8\u5ea6\u306a\u4ed5\u7d44\u307f\u3067\u3059\u304c\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3057\u3064\u3064\u3001\u5e45\u5e83\u3044\u793e\u5185\u60c5\u5831\u3092\u6d3b\u7528\u3057\u305f\u3044\u5834\u5408\u306b\u6700\u3082\u73fe\u5b9f\u7684\u3067\u52b9\u679c\u7684\u306a\u65b9\u6cd5\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

    RAG\u306e\u6280\u8853\u7684\u306a\u4ed5\u7d44\u307f\u3084\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u5229\u70b9\u306b\u3064\u3044\u3066\u3001\u5927\u624b\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u3042\u308bAWS\u3082\u8a73\u7d30\u306a\u89e3\u8aac\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002
    https:\/\/aws.amazon.com\/what-is\/retrieval-augmented-generation\/<\/a><\/p>\n\n\n\n

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

    \u2462\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/h3>\n\n\n\n

    \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u65e2\u5b58\u306e\u751f\u6210AI\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u3001\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3084\u77e5\u8b58\u306b\u7279\u5316\u3057\u305f\u793e\u5185\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3067\u5b66\u7fd2\u3055\u305b\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002
    \u4f8b\u3048\u3070\u3001\u81ea\u793e\u72ec\u81ea\u306e\u5c02\u9580\u7528\u8a9e\u3084\u3001\u7279\u5b9a\u306e\u5fdc\u7b54\u30b9\u30bf\u30a4\u30eb\uff08\u4f8b\uff1a\u4e01\u5be7\u306a\u8a00\u8449\u9063\u3044\u3001\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u53e3\u8abf\u306a\u3069\uff09\u3092AI\u306b\u899a\u3048\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u3053\u306e\u65b9\u6cd5\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u4e00\u5ea6\u30e2\u30c7\u30eb\u3092\u8abf\u6574\u3059\u308c\u3070\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u6bce\u56de\u8a73\u7d30\u306a\u6307\u793a\u3084\u30c7\u30fc\u30bf\u3092\u542b\u3081\u306a\u304f\u3066\u3082\u3001\u76ee\u7684\u306b\u5408\u3063\u305f\u8cea\u306e\u9ad8\u3044\u51fa\u529b\u3092\u5b89\u5b9a\u3057\u3066\u5f97\u3089\u308c\u308b\u70b9\u3067\u3059\u3002
    \u7279\u5b9a\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u7279\u5316\u3057\u305f\u9ad8\u7cbe\u5ea6\u306aAI\u3092\u69cb\u7bc9\u3057\u305f\u3044\u5834\u5408\u306b\u975e\u5e38\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n

    \u305f\u3060\u3057\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u3001\u5927\u91cf\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u5c02\u9580\u77e5\u8b58\u3001\u305d\u3057\u3066\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u304b\u304b\u308b\u9ad8\u984d\u306a\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u5fc5\u8981\u3067\u3059\u3002
    \u307e\u305f\u3001\u4e00\u5ea6\u5b66\u7fd2\u3055\u305b\u305f\u30e2\u30c7\u30eb\u306f\u3001\u65b0\u3057\u3044\u60c5\u5831\u3092\u53cd\u6620\u3055\u305b\u308b\u305f\u3081\u306b\u518d\u5ea6\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u3001\u60c5\u5831\u306e\u9bae\u5ea6\u3092\u4fdd\u3064\u306e\u304c\u96e3\u3057\u3044\u3068\u3044\u3046\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\u3002
    \u305d\u306e\u305f\u3081\u3001\u6c4e\u7528\u7684\u306a\u5229\u7528\u3067\u306f\u306a\u304f\u3001\u7279\u5b9a\u306e\u5c02\u9580\u9818\u57df\u306b\u7279\u5316\u3057\u305fAI\u3092\u958b\u767a\u3059\u308b\u969b\u306b\u691c\u8a0e\u3055\u308c\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n

    \u751f\u6210AI\uff08\u7279\u306bChatGPT\uff09\u306b\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u3055\u3089\u306b\u6df1\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002 https:\/\/taskhub.jp\/useful\/chatgpt-company-data\/<\/a><\/code><\/p>\n\n\n\n

    \u751f\u6210AI\u306b\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u65b9\u6cd5\u306e\u9078\u3073\u65b9<\/h2>\n\n\n\n

    \u3053\u3053\u307e\u3067\u7d39\u4ecb\u3057\u305f3\u3064\u306e\u65b9\u6cd5\u3092\u3001\u3069\u306e\u3088\u3046\u306a\u57fa\u6e96\u3067\u9078\u3079\u3070\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\u3002
    \u3053\u3053\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u65b9\u6cd5\u304c\u3069\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u306b\u5411\u3044\u3066\u3044\u308b\u306e\u304b\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002
    \u81ea\u793e\u306e\u76ee\u7684\u3084\u72b6\u6cc1\u306b\u5408\u308f\u305b\u3066\u3001\u6700\u9069\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u898b\u3064\u3051\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

    \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/h3>\n\n\n\n

    \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u624b\u8efd\u3055\u3068\u5373\u6642\u6027\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002
    \u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u3067\u7279\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n

    \u307e\u305a\u306f\u3001\u751f\u6210AI\u6d3b\u7528\u306e\u52b9\u679c\u3092\u624b\u8efd\u306b\u691c\u8a3c\u3057\u305f\u3044\u5834\u5408\u3067\u3059\u3002
    \u7279\u5b9a\u306e\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u8b70\u4e8b\u9332\u306e\u8981\u7d04\u306a\u3069\u3001\u9650\u5b9a\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u300c\u3069\u306e\u7a0b\u5ea6\u306e\u7cbe\u5ea6\u3067\u56de\u7b54\u304c\u751f\u6210\u3055\u308c\u308b\u306e\u304b\u300d\u3092\u8a66\u3059\u306e\u306b\u6700\u9069\u3067\u3059\u3002
    \u958b\u767a\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306b\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001\u672c\u683c\u5c0e\u5165\u524d\u306ePoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

    \u6b21\u306b\u3001\u4e00\u6642\u7684\u30fb\u5358\u767a\u7684\u306a\u30bf\u30b9\u30af\u3067\u306e\u5229\u7528\u3067\u3059\u3002
    \u6052\u4e45\u7684\u306a\u4ed5\u7d44\u307f\u306f\u4e0d\u8981\u3067\u3001\u305d\u306e\u5834\u9650\u308a\u306e\u60c5\u5831\u53c2\u7167\u3067\u5341\u5206\u306a\u5834\u5408\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002
    \u4f8b\u3048\u3070\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u95a2\u3059\u308b\u5831\u544a\u66f8\u3092\u4f5c\u6210\u3059\u308b\u969b\u306b\u3001\u95a2\u9023\u8cc7\u6599\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u4e0b\u66f8\u304d\u3092\u4f5c\u6210\u3055\u305b\u308b\u3068\u3044\u3063\u305f\u4f7f\u3044\u65b9\u3067\u3059\u3002
    \u5927\u898f\u6a21\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u307e\u3067\u3082\u306a\u3044\u3001\u65e5\u5e38\u306e\u7d30\u304b\u306a\u696d\u52d9\u3092\u52b9\u7387\u5316\u3057\u305f\u3044\u5834\u5408\u306b\u9078\u3070\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

    RAG\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/h3>\n\n\n\n

    RAG\u306f\u3001\u60c5\u5831\u306e\u6b63\u78ba\u6027\u3068\u6700\u65b0\u6027\u3092\u62c5\u4fdd\u3057\u305f\u3044\u5834\u5408\u306b\u6700\u3082\u9069\u3057\u305f\u65b9\u6cd5\u3067\u3059\u3002
    \u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u3067\u305d\u306e\u771f\u4fa1\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \u4ee3\u8868\u7684\u306a\u306e\u304c\u3001\u793e\u5185\u898f\u5b9a\u3084\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u306b\u95a2\u3059\u308b\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3067\u3059\u3002
    \u5e38\u306b\u66f4\u65b0\u3055\u308c\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u60c5\u5831\u306b\u3064\u3044\u3066\u3001\u6700\u65b0\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3057\u3066\u6b63\u78ba\u306b\u56de\u7b54\u3059\u308bAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002
    \u3053\u308c\u306b\u3088\u308a\u3001\u7dcf\u52d9\u3084\u4eba\u4e8b\u3068\u3044\u3063\u305f\u7ba1\u7406\u90e8\u9580\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u696d\u52d9\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u307e\u305f\u3001\u81a8\u5927\u306a\u6280\u8853\u8cc7\u6599\u3084\u904e\u53bb\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5831\u544a\u66f8\u304b\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3092\u691c\u7d22\u3059\u308b\u30ca\u30ec\u30c3\u30b8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u306e\u6d3b\u7528\u3082\u6709\u52b9\u3067\u3059\u3002
    \u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3067\u306f\u898b\u3064\u3051\u306b\u304f\u3044\u60c5\u5831\u3082\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u8cea\u554f\u3059\u308b\u3060\u3051\u3067AI\u304c\u6587\u8108\u3092\u7406\u89e3\u3057\u3001\u95a2\u9023\u7b87\u6240\u3092\u63d0\u793a\u3057\u3066\u304f\u308c\u307e\u3059\u3002
    \u3053\u308c\u306b\u3088\u308a\u3001\u793e\u5185\u306b\u57cb\u3082\u308c\u305f\u77e5\u8b58\u3084\u30ce\u30a6\u30cf\u30a6\u3092\u6709\u52b9\u6d3b\u7528\u3057\u3001\u5c5e\u4eba\u5316\u306e\u89e3\u6d88\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002
    \u591a\u304f\u306e\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u5b9f\u7528\u6027\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u53d6\u308c\u305fRAG\u306f\u3001\u7b2c\u4e00\u306e\u9078\u629e\u80a2\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

    \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/h3>\n\n\n\n

    \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u30e2\u30c7\u30eb\u306e\u6839\u672c\u7684\u306a\u6319\u52d5\u3084\u77e5\u8b58\u3092\u7279\u5b9a\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u6700\u9069\u5316\u3057\u305f\u3044\u3001\u5c02\u9580\u6027\u306e\u9ad8\u3044\u30b1\u30fc\u30b9\u3067\u9078\u629e\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

    \u4f8b\u3048\u3070\u3001\u6cd5\u5f8b\u3084\u533b\u7642\u3001\u91d1\u878d\u3068\u3044\u3063\u305f\u9ad8\u5ea6\u306a\u5c02\u9580\u7528\u8a9e\u304c\u98db\u3073\u4ea4\u3046\u696d\u754c\u3067\u3001\u305d\u306e\u5206\u91ce\u306e\u6587\u66f8\u4f5c\u6210\u3092AI\u306b\u4efb\u305b\u305f\u3044\u5834\u5408\u3067\u3059\u3002
    \u696d\u754c\u7279\u6709\u306e\u8a00\u3044\u56de\u3057\u3084\u6587\u8108\u3092\u6df1\u304f\u7406\u89e3\u3057\u305fAI\u3092\u80b2\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u5c02\u9580\u5bb6\u304c\u4f5c\u6210\u3057\u305f\u304b\u306e\u3088\u3046\u306a\u9ad8\u54c1\u8cea\u306a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u307e\u305f\u3001\u4f01\u696d\u306e\u30d6\u30e9\u30f3\u30c9\u30a4\u30e1\u30fc\u30b8\u306b\u5408\u308f\u305b\u305f\u7279\u5b9a\u306e\u30c8\u30fc\u30f3\uff06\u30de\u30ca\u30fc\u3067\u306e\u9867\u5ba2\u5bfe\u5fdc\u30e1\u30fc\u30eb\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30b3\u30d4\u30fc\u3092\u81ea\u52d5\u751f\u6210\u3057\u305f\u3044\u5834\u5408\u306b\u3082\u6709\u52b9\u3067\u3059\u3002
    AI\u306e\u5fdc\u7b54\u30b9\u30bf\u30a4\u30eb\u3092\u81ea\u793e\u306e\u30d6\u30e9\u30f3\u30c9\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6cbf\u3063\u3066\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u4e00\u8cab\u6027\u306e\u3042\u308b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u305f\u3060\u3057\u3001\u524d\u8ff0\u306e\u901a\u308a\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u9ad8\u3044\u30b3\u30b9\u30c8\u3068\u5c02\u9580\u77e5\u8b58\u3092\u8981\u3057\u307e\u3059\u3002
    RAG\u3067\u5341\u5206\u306a\u52b9\u679c\u304c\u5f97\u3089\u308c\u306a\u3044\u3001\u3042\u308b\u3044\u306f\u3088\u308a\u9ad8\u5ea6\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3068\u5224\u65ad\u3055\u308c\u305f\u5834\u5408\u306b\u3001\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u691c\u8a0e\u3059\u3079\u304d\u9078\u629e\u80a2\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

    \u751f\u6210AI\u306b\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n

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    \u751f\u6210AI\u306b\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u30c7\u30e1\u30ea\u30c3\u30c8\u30fb\u30ea\u30b9\u30af<\/h3>\n\n\n\n

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    \u6b21\u306b\u3001AI\u304c\u8aa4\u3063\u305f\u60c5\u5831\u3092\u751f\u6210\u3059\u308b\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u300d\u306e\u30ea\u30b9\u30af\u3067\u3059\u3002
    AI\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u306a\u3044\u3053\u3068\u3084\u3001\u4e0d\u5b8c\u5168\u306a\u60c5\u5831\u3092\u3082\u3068\u306b\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5618\u306e\u60c5\u5831\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002
    \u3053\u308c\u3092\u9d5c\u5451\u307f\u306b\u3057\u3066\u696d\u52d9\u3092\u9032\u3081\u308b\u3068\u3001\u91cd\u5927\u306a\u30df\u30b9\u306b\u3064\u306a\u304c\u308b\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002
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    \u305d\u306e\u4ed6\u306b\u3082\u3001\u5c0e\u5165\u30fb\u904b\u7528\u306b\u304b\u304b\u308b\u30b3\u30b9\u30c8\u3084\u3001AI\u306e\u56de\u7b54\u304c\u8457\u4f5c\u6a29\u3092\u4fb5\u5bb3\u3059\u308b\u30ea\u30b9\u30af\u3001\u305d\u3057\u3066AI\u304c\u51fa\u529b\u3057\u305f\u5185\u5bb9\u306b\u5bfe\u3059\u308b\u8cac\u4efb\u306e\u6240\u5728\u304c\u4e0d\u660e\u78ba\u3067\u3042\u308b\u3068\u3044\u3063\u305f\u8ab2\u984c\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    AI\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u5177\u4f53\u7684\u306b\u9632\u3050\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/taskhub.jp\/use-case\/chatgpt-prevent-hallucination\/<\/a><\/code><\/p>\n\n\n\n

    \u751f\u6210AI\u3068\u793e\u5185\u30c7\u30fc\u30bf\u3092\u9023\u643a\u3055\u305b\u3066\u3067\u304d\u308b\u3053\u3068<\/h2>\n\n\n\n

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    \u793e\u5185\u60c5\u5831\u306e\u691c\u7d22<\/h3>\n\n\n\n

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    \u65b0\u4eba\u6559\u80b2\u306e\u81ea\u52d5\u5316<\/h3>\n\n\n\n

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    \u30aa\u30e0\u30ed\u30f3<\/h3>\n\n\n\n

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    \u30bb\u30d6\u30f3-\u30a4\u30ec\u30d6\u30f3<\/h3>\n\n\n\n

    \u30bb\u30d6\u30f3-\u30a4\u30ec\u30d6\u30f3\u30fb\u30b8\u30e3\u30d1\u30f3\u3067\u306f\u3001\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u5546\u54c1\u4f01\u753b\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u9ad8\u5ea6\u5316\u3092\u56f3\u3063\u3066\u3044\u307e\u3059\u3002\u5168\u56fd\u306e\u5e97\u8217\u304b\u3089\u53ce\u96c6\u3055\u308c\u308b\u81a8\u5927\u306a\u8ca9\u58f2\u30c7\u30fc\u30bf\u3084\u9867\u5ba2\u306e\u58f0\u3092AI\u306b\u5206\u6790\u3055\u305b\u3001\u65b0\u305f\u306a\u5546\u54c1\u958b\u767a\u306e\u30d2\u30f3\u30c8\u3084\u3001\u5730\u57df\u3054\u3068\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u8ca9\u4fc3\u65bd\u7b56\u306e\u7acb\u6848\u306b\u5f79\u7acb\u3066\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u8fc5\u901f\u304b\u3064\u7cbe\u5ea6\u306e\u9ad8\u3044\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

    \u30d1\u30eb\u30b3<\/h3>\n\n\n\n

    \u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u30bb\u30f3\u30bf\u30fc\u3092\u904b\u55b6\u3059\u308b\u30d1\u30eb\u30b3\u306f\u3001\u30c6\u30ca\u30f3\u30c8\u5f93\u696d\u54e1\u5411\u3051\u306e\u30dd\u30fc\u30bf\u30eb\u30b5\u30a4\u30c8\u306b\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002\u65bd\u8a2d\u306e\u30eb\u30fc\u30eb\u3001\u5404\u7a2e\u624b\u7d9a\u304d\u3001\u30a4\u30d9\u30f3\u30c8\u60c5\u5831\u306a\u3069\u3001\u5f93\u696d\u54e1\u304b\u3089\u306e\u591a\u5c90\u306b\u308f\u305f\u308b\u554f\u3044\u5408\u308f\u305b\u306b24\u6642\u9593365\u65e5\u5bfe\u5fdc\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7ba1\u7406\u4e8b\u52d9\u6240\u306e\u96fb\u8a71\u5bfe\u5fdc\u696d\u52d9\u304c\u5927\u5e45\u306b\u524a\u6e1b\u3055\u308c\u3001\u5f93\u696d\u54e1\u306f\u3088\u308a\u4ed8\u52a0\u4fa1\u5024\u306e\u9ad8\u3044\u30c6\u30ca\u30f3\u30c8\u30b5\u30dd\u30fc\u30c8\u306b\u6ce8\u529b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

    \u30a2\u30b5\u30d2\u30d3\u30fc\u30eb<\/h3>\n\n\n\n

    \u30a2\u30b5\u30d2\u30d3\u30fc\u30eb\u306f\u3001\u55b6\u696d\u62c5\u5f53\u8005\u304c\u65e5\u3005\u4f5c\u6210\u3059\u308b\u55b6\u696d\u65e5\u5831\u306e\u5206\u6790\u306b\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u5404\u62c5\u5f53\u8005\u304c\u81ea\u7531\u8a18\u8ff0\u3067\u5165\u529b\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304b\u3089\u3001\u6210\u529f\u3057\u305f\u5546\u8ac7\u306e\u5171\u901a\u70b9\u3084\u3001\u5e02\u5834\u306e\u30c8\u30ec\u30f3\u30c9\u3001\u9867\u5ba2\u306e\u96a0\u308c\u305f\u30cb\u30fc\u30ba\u306a\u3069\u3092AI\u304c\u81ea\u52d5\u3067\u62bd\u51fa\u3057\u3001\u8981\u7d04\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5168\u793e\u3067\u6709\u52b9\u306a\u55b6\u696d\u30ce\u30a6\u30cf\u30a6\u3092\u5171\u6709\u3057\u3001\u7d44\u7e54\u5168\u4f53\u306e\u55b6\u696d\u529b\u5f37\u5316\u306b\u7e4b\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

    LINE<\/h3>\n\n\n\n

    LINE\u30e4\u30d5\u30fc\uff08\u5f53\u6642LINE\uff09\u306f\u3001\u6cd5\u4eba\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u306b\u95a2\u3059\u308b\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u52b9\u7387\u5316\u306b\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3068\u56de\u7b54\u30ca\u30ec\u30c3\u30b8\u3092AI\u306b\u5b66\u7fd2\u3055\u305b\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u304c\u56de\u7b54\u6848\u3092\u4f5c\u6210\u3059\u308b\u969b\u306e\u652f\u63f4\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5229\u7528\u3002\u56de\u7b54\u4f5c\u6210\u6642\u9593\u3092\u6700\u5927\u306738%\u524a\u6e1b\u3059\u308b\u306a\u3069\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u5fdc\u5bfe\u54c1\u8cea\u306e\u5747\u4e00\u5316\u3092\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

    \u30e1\u30eb\u30ab\u30ea<\/h3>\n\n\n\n

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    \u5b66\u7814<\/h3>\n\n\n\n

    \u6559\u80b2\u5927\u624b\u306e\u5b66\u7814\u306f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u306b\u304a\u3044\u3066\u3001\u751f\u5f92\u4e00\u4eba\u3072\u3068\u308a\u306e\u5b66\u7fd2\u5c65\u6b74\u3084\u7406\u89e3\u5ea6\u306b\u5408\u308f\u305b\u3066\u3001\u751f\u6210AI\u304c\u500b\u5225\u6700\u9069\u5316\u3055\u308c\u305f\u554f\u984c\u3092\u51fa\u984c\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3057\u3066\u3044\u307e\u3059\u3002\u751f\u5f92\u304c\u3064\u307e\u305a\u3044\u305f\u30dd\u30a4\u30f3\u30c8\u3092AI\u304c\u5373\u5ea7\u306b\u5206\u6790\u3057\u3001\u5fa9\u7fd2\u3059\u3079\u304d\u5358\u5143\u3084\u30d2\u30f3\u30c8\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u7684\u306a\u5b66\u7fd2\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

    \u5927\u6797\u7d44<\/h3>\n\n\n\n

    \u5efa\u8a2d\u696d\u754c\u3067\u306f\u3001\u5927\u6797\u7d44\u304c\u8a2d\u8a08\u696d\u52d9\u306e\u52b9\u7387\u5316\u306b\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u5efa\u7bc9\u57fa\u6e96\u6cd5\u3084\u5404\u7a2e\u6761\u4f8b\u3001\u904e\u53bb\u306e\u8a2d\u8a08\u56f3\u9762\u306a\u3069\u3092\u5b66\u7fd2\u3055\u305b\u305fAI\u306b\u3001\u8a2d\u8a08\u306e\u521d\u671f\u6bb5\u968e\u306b\u304a\u3051\u308b\u6cd5\u898f\u30c1\u30a7\u30c3\u30af\u3084\u3001\u8907\u6570\u306e\u8a2d\u8a08\u30d1\u30bf\u30fc\u30f3\u306e\u81ea\u52d5\u751f\u6210\u306a\u3069\u3092\u4efb\u305b\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u8a2d\u8a08\u8005\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3057\u3001\u8a2d\u8a08\u54c1\u8cea\u306e\u5411\u4e0a\u3068\u671f\u9593\u77ed\u7e2e\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

    SMBC\u30b0\u30eb\u30fc\u30d7<\/h3>\n\n\n\n

    SMBC\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u5168\u5f93\u696d\u54e1\u7d048\u4e07\u4eba\u3092\u5bfe\u8c61\u306b\u3001\u751f\u6210AI\u300cSMBC-GPT\u300d\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002\u4f01\u753b\u66f8\u306e\u305f\u305f\u304d\u53f0\u4f5c\u6210\u3001\u60c5\u5831\u53ce\u96c6\u3001\u7ffb\u8a33\u306a\u3069\u3001\u65e5\u5e38\u696d\u52d9\u3067\u306e\u6d3b\u7528\u3092\u63a8\u9032\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u884c\u5185\u306e\u81a8\u5927\u306a\u898f\u5b9a\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u5b66\u7fd2\u3055\u305b\u305fRAG\u306e\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001\u884c\u54e1\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306bAI\u304c\u5373\u5ea7\u306b\u56de\u7b54\u3002\u696d\u52d9\u52b9\u7387\u5316\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9075\u5b88\u306e\u4e21\u7acb\u3092\u56f3\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

    \u30bd\u30d5\u30c8\u30d0\u30f3\u30af<\/h3>\n\n\n\n

    \u30bd\u30d5\u30c8\u30d0\u30f3\u30af\u306f\u3001\u751f\u6210AI\u306e\u958b\u767a\u30fb\u63d0\u4f9b\u57fa\u76e4\u3092\u81ea\u793e\u3067\u69cb\u7bc9\u3057\u3001\u793e\u5185\u5916\u3067\u306e\u6d3b\u7528\u3092\u7a4d\u6975\u7684\u306b\u63a8\u9032\u3057\u3066\u3044\u307e\u3059\u3002\u793e\u5185\u3067\u306f\u3001\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306e\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u3001\u9867\u5ba2\u3068\u306e\u5bfe\u8a71\u5185\u5bb9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3057\u3001\u6700\u9069\u306a\u56de\u7b54\u6848\u3092\u63d0\u793a\u3059\u308b\u4ed5\u7d44\u307f\u3092\u5c0e\u5165\u3002\u5fdc\u5bfe\u6642\u9593\u306e\u77ed\u7e2e\u3068\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

    \u30a4\u30f3\u30b7\u30ea\u30b3\u30fb\u30e1\u30c7\u30a3\u30b7\u30f3\u793e<\/h3>\n\n\n\n

    \u5275\u85ac\u5206\u91ce\u3067\u306f\u3001AI\u30d9\u30f3\u30c1\u30e3\u30fc\u306e\u30a4\u30f3\u30b7\u30ea\u30b3\u30fb\u30e1\u30c7\u30a3\u30b7\u30f3\u793e\u304c\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u3066\u65b0\u85ac\u958b\u767a\u306e\u671f\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3057\u3066\u3044\u307e\u3059\u3002\u81a8\u5927\u306a\u8ad6\u6587\u3084\u81e8\u5e8a\u8a66\u9a13\u30c7\u30fc\u30bf\u3092AI\u306b\u5b66\u7fd2\u3055\u305b\u3001\u65b0\u305f\u306a\u5275\u85ac\u30bf\u30fc\u30b2\u30c3\u30c8\uff08\u75c5\u6c17\u306e\u539f\u56e0\u3068\u306a\u308b\u30bf\u30f3\u30d1\u30af\u8cea\u306a\u3069\uff09\u306e\u63a2\u7d22\u3084\u3001\u52b9\u679c\u7684\u306a\u5316\u5408\u7269\u306e\u8a2d\u8a08\u3092\u81ea\u52d5\u3067\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5f93\u676510\u5e74\u4ee5\u4e0a\u304b\u304b\u3063\u3066\u3044\u305f\u30d7\u30ed\u30bb\u30b9\u3092\u6570\u5e74\u306b\u77ed\u7e2e\u3067\u304d\u308b\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

    JR\u897f\u65e5\u672c\u30ab\u30b9\u30bf\u30de\u30fc\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30ba<\/h3>\n\n\n\n

    JR\u897f\u65e5\u672c\u30b0\u30eb\u30fc\u30d7\u306e\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3067\u306f\u3001\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u3092\u8981\u7d04\u3059\u308b\u696d\u52d9\u306b\u751f\u6210AI\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u304c\u901a\u8a71\u7d42\u4e86\u5f8c\u306b\u884c\u3063\u3066\u3044\u305f\u5fdc\u5bfe\u5c65\u6b74\u306e\u5165\u529b\u4f5c\u696d\u3092AI\u304c\u81ea\u52d5\u5316\u30021\u4ef6\u3042\u305f\u308a\u7d043\u5206\u306e\u4f5c\u696d\u6642\u9593\u3092\u524a\u6e1b\u3057\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u304c\u3088\u308a\u4e01\u5be7\u306a\u9867\u5ba2\u5bfe\u5fdc\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u6574\u3048\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

    \u751f\u6210AI\u306b\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u3066\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u30b9\u30c6\u30c3\u30d7<\/h2>\n\n\n\n

    \u751f\u6210AI\u306e\u793e\u5185\u6d3b\u7528\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u8a08\u753b\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002
    \u3053\u3053\u3067\u306f\u3001\u30a2\u30a4\u30c7\u30a2\u306e\u691c\u8a0e\u304b\u3089\u672c\u683c\u7684\u306a\u904b\u7528\u307e\u3067\u3092\u30014\u3064\u306e\u5177\u4f53\u7684\u306a\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u3051\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002
    \u3053\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u6cbf\u3063\u3066\u9032\u3081\u308b\u3053\u3068\u3067\u3001\u30ea\u30b9\u30af\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3064\u3064\u3001\u7740\u5b9f\u306b\u6210\u679c\u3092\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    Step1\uff1a\u6d3b\u7528\u65b9\u91dd\u306e\u691c\u8a0e<\/h3>\n\n\n\n

    \u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u6700\u3082\u91cd\u8981\u3067\u3059\u3002
    \u300c\u4f55\u306e\u305f\u3081\u306b\u751f\u6210AI\u3092\u4f7f\u3046\u306e\u304b\u300d\u3068\u3044\u3046\u76ee\u7684\u3092\u660e\u78ba\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \u307e\u305a\u306f\u3001\u793e\u5185\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3092\u6d17\u3044\u51fa\u3057\u3001\u300c\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u300d\u300c\u5c5e\u4eba\u5316\u3057\u3066\u3044\u308b\u300d\u300c\u30df\u30b9\u304c\u591a\u3044\u300d\u3068\u3044\u3063\u305f\u8ab2\u984c\u3092\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002
    \u305d\u306e\u4e2d\u304b\u3089\u3001\u751f\u6210AI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u5927\u304d\u306a\u52b9\u679c\u304c\u898b\u8fbc\u3081\u305d\u3046\u306a\u8ab2\u984c\uff08\u4f8b\u3048\u3070\u3001\u793e\u5185\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3001\u8b70\u4e8b\u9332\u4f5c\u6210\u3001\u4f01\u753b\u66f8\u306e\u305f\u305f\u304d\u53f0\u4f5c\u6210\u306a\u3069\uff09\u3092\u3044\u304f\u3064\u304b\u5019\u88dc\u3068\u3057\u3066\u9078\u3073\u307e\u3059\u3002<\/p>\n\n\n\n

    \u6b21\u306b\u3001\u305d\u306e\u8ab2\u984c\u89e3\u6c7a\u306b\u3088\u3063\u3066\u300c\u8ab0\u304c\u300d\u300c\u3069\u306e\u3088\u3046\u306b\u300d\u697d\u306b\u306a\u308b\u306e\u304b\u3001\u305d\u3057\u3066\u300c\u3069\u308c\u304f\u3089\u3044\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u3084\u6642\u9593\u5275\u51fa\u304c\u898b\u8fbc\u3081\u308b\u306e\u304b\u300d\u3068\u3044\u3063\u305f\u6295\u8cc7\u5bfe\u52b9\u679c\uff08ROI\uff09\u3092\u5927\u307e\u304b\u306b\u8a66\u7b97\u3057\u307e\u3059\u3002
    \u3053\u306e\u6bb5\u968e\u3067\u3001\u7d4c\u55b6\u5c64\u3084\u95a2\u9023\u90e8\u7f72\u3092\u5dfb\u304d\u8fbc\u307f\u3001\u5168\u793e\u7684\u306a\u30b3\u30f3\u30bb\u30f3\u30b5\u30b9\u3092\u5f62\u6210\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u5f8c\u306e\u5c0e\u5165\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u3081\u308b\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

    Step2\uff1a\u5229\u7528\u74b0\u5883\u69cb\u7bc9<\/h3>\n\n\n\n

    \u6d3b\u7528\u65b9\u91dd\u304c\u6c7a\u307e\u3063\u305f\u3089\u3001\u6b21\u306f\u305d\u308c\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u7684\u306a\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002
    \u3053\u3053\u3067\u6700\u3082\u91cd\u8981\u306a\u5224\u65ad\u306f\u3001\u3069\u306eAI\u30b5\u30fc\u30d3\u30b9\u3092\u57fa\u76e4\u306b\u3059\u308b\u304b\u3067\u3059\u3002<\/p>\n\n\n\n

    \u524d\u8ff0\u306e\u901a\u308a\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u6700\u512a\u5148\u4e8b\u9805\u3067\u3059\u3002
    \u5165\u529b\u30c7\u30fc\u30bf\u304c\u518d\u5b66\u7fd2\u306b\u5229\u7528\u3055\u308c\u305a\u3001\u60c5\u5831\u6f0f\u6d29\u306e\u30ea\u30b9\u30af\u304c\u4f4e\u3044\u6cd5\u4eba\u5411\u3051\u30b5\u30fc\u30d3\u30b9\uff08Azure OpenAI Service\u306a\u3069\uff09\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3068\u306a\u308a\u307e\u3059\u3002
    \u305d\u306e\u4e0a\u3067\u3001RAG\u3084\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u3044\u3063\u305f\u5b66\u7fd2\u65b9\u6cd5\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \u81ea\u793e\u306b\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3064\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u62c5\u4fdd\u3055\u308c\u305f\u74b0\u5883\u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u63d0\u4f9b\u3057\u3066\u3044\u308b\u5916\u90e8\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3084\u3001\u5c0e\u5165\u652f\u63f4\u3092\u884c\u3046\u5c02\u9580\u4f01\u696d\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u6d3b\u7528\u3059\u308b\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002
    \u521d\u671f\u6295\u8cc7\u306f\u304b\u304b\u308a\u307e\u3059\u304c\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306e\u30ea\u30b9\u30af\u3092\u8003\u3048\u308c\u3070\u3001\u7d50\u679c\u7684\u306b\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u3053\u3068\u306b\u7e4b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

    Step3\uff1a\u8a66\u9a13\u958b\u767a\u30fb\u904b\u7528\uff08PoC\uff09<\/h3>\n\n\n\n

    \u672c\u683c\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u5168\u793e\u5c55\u958b\u3059\u308b\u524d\u306b\u3001\u307e\u305a\u306f\u5c0f\u898f\u6a21\u306a\u7bc4\u56f2\u3067\u8a66\u9a13\u7684\u306b\u5c0e\u5165\u3057\u3001\u305d\u306e\u52b9\u679c\u3068\u8ab2\u984c\u3092\u691c\u8a3c\u3059\u308b\u300cPoC\uff08Proof of Concept\uff1a\u6982\u5ff5\u5b9f\u8a3c\uff09\u300d\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    Step1\u3067\u9078\u5b9a\u3057\u305f\u7279\u5b9a\u306e\u8ab2\u984c\u30fb\u90e8\u7f72\u306b\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u308a\u3001\u6700\u5c0f\u9650\u306e\u6a5f\u80fd\u3092\u6301\u3064\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092\u958b\u767a\u30fb\u5c0e\u5165\u3057\u307e\u3059\u3002
    \u4f8b\u3048\u3070\u3001\u300c\u4eba\u4e8b\u90e8\u306e\u5c31\u696d\u898f\u5247\u306b\u95a2\u3059\u308b\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u300d\u3060\u3051\u306b\u9650\u5b9a\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u3001\u4eba\u4e8b\u90e8\u306e\u6570\u540d\u3067\u8a66\u7528\u3057\u3066\u307f\u308b\u3068\u3044\u3063\u305f\u5f62\u3067\u3059\u3002<\/p>\n\n\n\n

    \u3053\u306ePoC\u3092\u901a\u3058\u3066\u3001AI\u306e\u56de\u7b54\u7cbe\u5ea6\u306f\u5341\u5206\u304b\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u64cd\u4f5c\u6027\u306f\u554f\u984c\u306a\u3044\u304b\u3001\u5b9f\u969b\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u3046\u307e\u304f\u7d44\u307f\u8fbc\u3081\u308b\u304b\u3001\u3068\u3044\u3063\u305f\u70b9\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002
    \u5229\u7528\u8005\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53ce\u96c6\u3057\u3001\u6539\u5584\u70b9\u3092\u6d17\u3044\u51fa\u3059\u3053\u3068\u3067\u3001\u672c\u683c\u5c0e\u5165\u5f8c\u306e\u5931\u6557\u30ea\u30b9\u30af\u3092\u5927\u5e45\u306b\u4f4e\u6e1b\u3067\u304d\u307e\u3059\u3002
    PoC\u306e\u671f\u9593\u306f1\u301c3\u30f6\u6708\u7a0b\u5ea6\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n

    Step4\uff1a\u672c\u958b\u767a\u3068\u904b\u7528<\/h3>\n\n\n\n

    PoC\u306e\u7d50\u679c\u304c\u826f\u597d\u3067\u3042\u308c\u3070\u3001\u3044\u3088\u3044\u3088\u672c\u683c\u7684\u306a\u958b\u767a\u3068\u5168\u793e\u7684\u306a\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3078\u3068\u79fb\u884c\u3057\u307e\u3059\u3002
    PoC\u3067\u5f97\u3089\u308c\u305f\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u5143\u306b\u30b7\u30b9\u30c6\u30e0\u3092\u6539\u4fee\u3057\u3001\u5bfe\u8c61\u696d\u52d9\u3084\u5229\u7528\u90e8\u7f72\u3092\u62e1\u5927\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u6280\u8853\u7684\u306a\u958b\u767a\u3068\u4e26\u884c\u3057\u3066\u3001\u5168\u793e\u5411\u3051\u306e\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u7b56\u5b9a\u3084\u7814\u4fee\u306e\u5b9f\u65bd\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002
    \u5f93\u696d\u54e1\u304cAI\u3092\u6b63\u3057\u304f\u3001\u5b89\u5168\u306b\u3001\u305d\u3057\u3066\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306a\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u3092\u6574\u3048\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

    \u307e\u305f\u3001\u904b\u7528\u958b\u59cb\u5f8c\u3082AI\u306e\u5229\u7528\u72b6\u6cc1\u3084\u56de\u7b54\u7cbe\u5ea6\u3092\u7d99\u7d9a\u7684\u306b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u5b9a\u671f\u7684\u306b\u6539\u5584\u3092\u52a0\u3048\u3066\u3044\u304f\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002
    \u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u65b0\u305f\u306a\u8981\u671b\u306b\u5fdc\u3048\u305f\u308a\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u66f4\u65b0\u3057\u3066\u7cbe\u5ea6\u3092\u7dad\u6301\u30fb\u5411\u4e0a\u3055\u305b\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001\u751f\u6210AI\u3092\u300c\u5c0e\u5165\u3057\u3066\u7d42\u308f\u308a\u300d\u3067\u306f\u306a\u304f\u3001\u4f01\u696d\u306e\u6210\u9577\u3068\u5171\u306b\u9032\u5316\u3059\u308b\u5f37\u529b\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u3057\u3066\u80b2\u3066\u3066\u3044\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u751f\u6210AI\u6d3b\u7528\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n\n\n\n

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    https:\/\/www.jst.go.jp\/crds\/report\/CRDS-FY2024-RR-07.html<\/a><\/p>\n\n\n\n

    \n\n\n\n

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