{"id":9155,"date":"2024-04-22T22:57:29","date_gmt":"2024-04-22T22:57:29","guid":{"rendered":"https:\/\/www.cirium.com\/jp\/?post_type=cirium_blog&p=9155"},"modified":"2026-01-19T04:35:44","modified_gmt":"2026-01-19T04:35:44","slug":"how-to-talk-to-data-and-get-smart-insights","status":"publish","type":"cirium_blog","link":"https:\/\/www.cirium.com\/jp\/thoughtcloud\/how-to-talk-to-data-and-get-smart-insights\/","title":{"rendered":"\u6c42\u3081\u308c\u3070\u3001\u5fc5\u305a\u4e0e\u3048\u3089\u308c\u308b\uff1a\u30c7\u30fc\u30bf\u3068\u5bfe\u8a71\u3057\u3001\u30b9\u30de\u30fc\u30c8\u306a\u77e5\u898b\u3092\u5f97\u308b\u65b9\u6cd5"},"content":{"rendered":"\n
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Thomas Burke<\/strong>, Director of Software Engineering, UI Platform, Cirium<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Alex Brooker<\/strong>, VP of Research, Development and Discovery, Cirium<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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\u30c7\u30fc\u30bf\u304c\u3057\u3070\u3057\u3070\u65b0\u305f\u306a\u77f3\u6cb9\u3068\u547c\u3070\u308c\u308b\u4e16\u754c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3084\u305d\u306e\u5206\u6790\u65b9\u6cd5\u304c\u9a5a\u7570\u7684\u306a\u30b9\u30d4\u30fc\u30c9\u3067\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5206\u91ce\u3067\u6700\u3082\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u306a\u9032\u6b69\u306e\u4e00\u3064\u306f\u3001\u9593\u9055\u3044\u306a\u304f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u304c\u4e3b\u6d41\u306b\u306a\u3063\u3066\u304d\u305f\u3053\u3068\u3067\u3059\u3002\u4eca\u3084\u3042\u3089\u3086\u308b\u696d\u754c\u306e\u958b\u767a\u8005\u304c\u3001LLM\u306e\u9a5a\u304f\u3079\u304d\u80fd\u529b\u3092\u89e3\u304d\u653e\u3064API\uff08\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\uff09\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3046\u3057\u305f\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u95a2\u3059\u308b\u6570\u591a\u304f\u306e\u6709\u671b\u306a\u5fdc\u7528\u4f8b\u306e\u4e00\u3064\u3068\u3057\u3066\u3001\u81ea\u7136\u8a00\u8a9e\u4e3b\u5c0e\u306e\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3092\u73fe\u5b9f\u306b\u3059\u308b\u80fd\u529b\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u30c7\u30fc\u30bf\u5b9f\u52d9\u8005\u306f\u5e38\u306b\u3001\u81ea\u5206\u305f\u3061\u306e\u30c7\u30fc\u30bf\u304b\u3089\u3088\u308a\u52b9\u7387\u7684\u306b\u60c5\u5831\u3092\u62bd\u51fa\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u304a\u308a\u3001LLM\u306f\u305d\u306e\u305f\u3081\u306e\u9b45\u529b\u7684\u306a\u65b0\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

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

LLM\u304c\u3069\u308c\u307b\u3069\u512a\u308c\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u306f\u3082\u3061\u308d\u3093\u3001LLM\u304c\u30c7\u30fc\u30bf\u3092\u672c\u8cea\u7684\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u306b\u305b\u3088\u3001\u9069\u5207\u306b\u6d3b\u7528\u3059\u308c\u3070\u3001\u30c7\u30fc\u30bf\u306e\u7167\u4f1a\u3084\u8981\u7d04\u306b\u5f79\u7acb\u3064\u306e\u3060\u3068\u3044\u3046\u3053\u3068\u3092\u77e5\u3063\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u3057\u304b\u3057\u3001LLM\u306e\u6d3b\u7528\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u30ac\u30a4\u30c0\u30f3\u30b9\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u30ac\u30a4\u30c0\u30f3\u30b9\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6b63\u78ba\u306b\u30c7\u30fc\u30bf\u30af\u30a8\u30ea\u306b\u5909\u63db\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u5f62\u3067\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002

\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306e\u4e00\u3064\u306b\u3001Text-to-SQL<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6c4e\u7528LLM\u306e\u30d1\u30ef\u30fc\u3092\u6d3b\u7528\u3057\u3064\u3064\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u3001SQL\u306e\u6319\u52d5\u306e\u8a73\u7d30\u3092\u793a\u3059\u300c\u30b7\u30b9\u30c6\u30e0\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u3001\u305d\u3057\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u30b9\u30ad\u30fc\u30de\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u3053\u3053\u304b\u3089\u4f55\u304c\u751f\u307e\u308c\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u305d\u308c\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5bfe\u3057\u3066\u691c\u8a3c\u3001\u30b5\u30cb\u30bf\u30a4\u30ba\u3001\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306aSQL\u30af\u30a8\u30ea\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u300cAA100\u4fbf\u306e\u73fe\u5728\u4f4d\u7f6e\u306f\uff1f\u300d<\/strong><\/p>\n<\/blockquote>\n\n\n\n

\u3082\u3046\u4e00\u3064\u306e\u4e00\u822c\u7684\u306a\u6226\u7565\u306f\u3001\u300c\u30d5\u30a1\u30f3\u30af\u30b7\u30e7\u30f3\u30fb\u30b3\u30fc\u30ea\u30f3\u30b0\u300d<\/strong>\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u3002\u3053\u306e\u30c6\u30af\u30cb\u30c3\u30af\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u95a2\u6570\u3092\u547c\u3073\u51fa\u3059\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u30d5\u30a1\u30f3\u30af\u30b7\u30e7\u30f3\u30fb\u30b3\u30fc\u30ea\u30f3\u30b0\uff08Function Calling\uff1d\u95a2\u6570\u547c\u3073\u51fa\u3057<\/strong>\uff09\u306f\u4f8b\u3048\u3070\u3001\u300cAA100\u4fbf\u306e\u73fe\u5728\u4f4d\u7f6e\u306f\uff1f\u300d\u300c\u81ea\u5206\u306e\u30d5\u30e9\u30a4\u30c8\u304c\u9045\u308c\u308b\u53ef\u80fd\u6027\u306f\uff1f\u300d\u3068\u3044\u3063\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b\u3079\u304f\u3001Cirium Sky API\uff08\u82f1\u8a9e<\/a>\uff09\u3092\u547c\u3073\u51fa\u3059\u305f\u3081\u306b\u5fc5\u8981\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u751f\u6210\u3057\u3001\u8fd4\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u81ea\u7136\u8a00\u8a9e\u3068\u3057\u3066\u8981\u7d04\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u4e2d\u7d99\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u4e8b\u5b9f\u306b\u57fa\u3065\u304b\u306a\u3044\u60c5\u5831\u3092\u751f\u6210\u3059\u308b\u3053\u3068\uff09\u3092\u8d77\u3053\u3059\u3053\u3068\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

Text-to-SQL\u3068\u30d5\u30a1\u30f3\u30af\u30b7\u30e7\u30f3\u30fb\u30b3\u30fc\u30ea\u30f3\u30b0\u306e\u3069\u3061\u3089\u3092\u9078\u629e\u3059\u308b\u304b\u306f\u3001\u76ee\u306e\u524d\u306b\u3042\u308b\u30bf\u30b9\u30af\u306b\u3088\u308a\u307e\u3059\u3002Text-to-SQL\u306e\u65b9\u304c\u8868\u73fe\u529b\u8c4a\u304b\u3067\u3001\u8907\u96d1\u306a\u6d1e\u5bdf\u7684\u77e5\u898b\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3053\u3068\u306f\u9593\u9055\u3044\u306a\u3044\u306e\u3067\u3059\u304c\u3001\u5b9f\u88c5\u6b21\u7b2c\u3067\u306f\u3001\u4fe1\u983c\u6027\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u7406\u7531\u304b\u3089\u30d5\u30a1\u30f3\u30af\u30b7\u30e7\u30f3\u30fb\u30b3\u30fc\u30ea\u30f3\u30b0\u306e\u65b9\u304c\u671b\u307e\u3057\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\n

\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30fb\u30ec\u30a4\u30e4\u30fc\uff08Semantic Layer\uff09\u306f\u3001\u67d4\u8edf\u306a\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u65b9\u6cd5\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u306e\u8a18\u8ff0\u3092\u884c\u3046\u4e0a\u3067\u5f79\u306b\u7acb\u3061\u307e\u3059\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n

\u3069\u306e\u3088\u3046\u306a\u30c6\u30af\u30cb\u30c3\u30af\u3092\u9078\u3076\u306b\u305b\u3088\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002\u3053\u308c\u306b\u5bfe\u3059\u308b\u4e00\u822c\u7684\u3067\u52b9\u679c\u7684\u306a\u89e3\u6c7a\u7b56\u306f\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30fb\u30ec\u30a4\u30e4\u30fc\u306e\u5b9f\u88c5\u3067\u3059\u3002\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30fb\u30ec\u30a4\u30e4\u30fc\uff08Semantic Layer\uff09\u306f\u3001\u67d4\u8edf\u306a\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u65b9\u6cd5\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u306e\u8a18\u8ff0\u3092\u884c\u3046\u4e0a\u3067\u5f79\u306b\u7acb\u3061\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u3078\u306e\u9069\u5207\u306a\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u53cd\u6620\u3092\u4fdd\u8a3c\u3059\u308b\u3079\u304f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u63d0\u4f9b\u3092\u624b\u52a9\u3051\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u8981\u7d04\u3059\u308b\u3068\u3001\u81ea\u7136\u8a00\u8a9e\u99c6\u52d5\u578b\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306e\u7d71\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5c02\u9580\u5bb6\u306e\u80fd\u529b\u3092\u5897\u5f37\u3057\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3057\u3001\u3055\u3089\u306b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u969b\u306e\u52b9\u7387\u5316\u3092\u4fc3\u3059\u306e\u3067\u3059\u3002LLM\u306f\u3069\u306e\u3088\u3046\u306a\u88fd\u54c1\u3067\u3042\u308c\u3001\u305d\u306e\u80cc\u5f8c\u306b\u3042\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u90e8\u306b\u904e\u304e\u305a\u3001Text-to-SQL\u3001\u30d5\u30a1\u30f3\u30af\u30b7\u30e7\u30f3\u30fb\u30b3\u30fc\u30ea\u30f3\u30b0\u3068\u3082\u306b\u3001\u4eca\u3084\u30b9\u30bf\u30c3\u30af\u306e\u4e00\u90e8\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

LLM\u304c\u9032\u5316\u3057\u7d9a\u3051\u308b\u4e2d\u3001\u3053\u306e\u5206\u91ce\u3067\u306e\u3088\u308a\u4e00\u5c64\u306e\u523a\u6fc0\u7684\u306a\u767a\u5c55\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/strong>\u3053\u306e\u5206\u91ce\u3067\u306e\u3055\u3089\u306a\u308b\u6700\u65b0\u60c5\u5831\u306b\u671f\u5f85\u3057\u307e\u3057\u3087\u3046\u3002\u5f53\u793e\u306e\u7814\u7a76\u958b\u767a\u30c1\u30fc\u30e0\u306b\u305c\u3072\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u6700\u65b0\u306e\u751f\u6210AI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u8208\u5473\u304c\u304a\u3042\u308a\u3067\u3059\u304b\uff1f<\/h1>\n\n\n\n

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