{"id":41979,"date":"2025-08-07T07:00:00","date_gmt":"2025-08-06T22:00:00","guid":{"rendered":"https:\/\/miralab.co.jp\/media\/?p=41979"},"modified":"2025-09-07T17:23:04","modified_gmt":"2025-09-07T08:23:04","slug":"context_engineering","status":"publish","type":"post","link":"https:\/\/miralab.co.jp\/media\/context_engineering\/","title":{"rendered":"\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\uff1f\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306e\u9055\u3044\u306f\uff1f"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30ea\u30f3\u30b0\u306e\u9055\u3044\u3092\u3054\u5b58\u77e5\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n

\u5b9f\u306f\u751f\u6210AI\u306e\u7cbe\u5ea6\u3084\u4e00\u8cab\u6027\u3092\u672c\u8cea\u7684\u306b\u9ad8\u3081\u308b\u306b\u306f\u3001\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u3068\u3044\u3046\u60c5\u5831\u8a2d\u8a08\u306e\u8996\u70b9\u304c\u4e0d\u53ef\u6b20\u306a\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u4f55\u304b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306e\u9055\u3044\u3001RAG\u9023\u643a\u3084\u30ca\u30ec\u30c3\u30b8\u6d3b\u7528\u306a\u3069\u306e\u5b9f\u8df5\u624b\u6cd5\u307e\u3067\u5177\u4f53\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u4f55\u304b\uff1f<\/h2>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3001\u4e00\u4f53\u4f55\u306a\u306e\u304b\uff1f<\/strong><\/span><\/p>\n\n\n\n

\u751f\u6210AI\u306e\u6027\u80fd\u306f\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u306e\u8ce2\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u3069\u3093\u306a\u60c5\u5831\u3092\u30fb\u3069\u306e\u9806\u756a\u3067\u30fb\u3069\u3046\u6e21\u3059\u304b\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u4ee5\u4e0b\u3067\u306f\u3001\u305d\u306e\u57fa\u672c\u7684\u306a\u6982\u5ff5\u3068\u91cd\u8981\u6027\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5b9a\u7fa9\u3068\u5f79\u5272<\/h3>\n\n\n\n
\u5b9a\u7fa9<\/span><\/div>
\n

\u300c\u5358\u306a\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u8abf\u6574\u3067\u306f\u306a\u304f\u3001\u60c5\u5831\u3092\u9069\u5207\u306a\u5f62\u3068\u9806\u5e8f\u3067\u4e0e\u3048\u308b\u60c5\u5831\u8a2d\u8a08\u300d<\/strong><\/span><\/p>\n<\/div><\/div>\n\n\n\n

\u5f79\u5272<\/span><\/div>
\n

LLM\u306e\u300c\u77ed\u671f\u8a18\u61b6\u300d\u306b\u9650\u308a\u304c\u3042\u308b\u4e2d\u3067\u3001\u7cbe\u5ea6\u3042\u308b\u51fa\u529b\u3092\u3059\u308b\u305f\u3081\u306b\u60c5\u5831\u306e\u9078\u5225\u30fb\u6574\u7406\u3092\u884c\u3046\u3053\u3068<\/strong><\/span><\/p>\n<\/div><\/div>\n\n\n\n

\u591a\u304f\u306eAI\u306e\u8aa4\u4f5c\u52d5\u306f\u30e2\u30c7\u30eb\u306e\u80fd\u529b\u4e0d\u8db3\u3067\u306f\u306a\u304f\u3001\u8aa4\u3063\u305f\u6587\u8108\u8a2d\u8a08\u306b\u3088\u308b\u3082\u306e\u304c\u539f\u56e0\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

\u305d\u306e\u305f\u3081\u3001AI\u6d3b\u7528\u306b\u304a\u3044\u3066\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u91cd\u8981\u306a\u9375\u3092\u63e1\u308b\u5f79\u5272\u3092\u6301\u3063\u3066\u3044\u308b\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

AI\u306b\u304a\u3051\u308b\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u300d\u306e\u610f\u5473\u3092\u7406\u89e3\u3059\u308b<\/h3>\n\n\n\n

AI\u306b\u3068\u3063\u3066\u306e\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u300d\u3068\u306f\u3001\u5fdc\u7b54\u306e\u524d\u306b\u4e0e\u3048\u3089\u308c\u308b\u3059\u3079\u3066\u306e\u60c5\u5831\u3092\u6307\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n\n\n\n

\u5358\u306a\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u306a\u304f\u3001\u30eb\u30fc\u30eb\uff08\u30b7\u30b9\u30c6\u30e0\u6307\u793a\uff09\u30fb\u4f1a\u8a71\u5c65\u6b74\u30fb\u5916\u90e8\u30c7\u30fc\u30bf\u30fb\u4f7f\u7528\u3059\u308b\u30c4\u30fc\u30eb\u306a\u3069\u3082\u542b\u307e\u308c\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u305f\u3068\u3048\u3070\u3001\u8ab0\u304b\u306b\u300c\u65c5\u884c\u306e\u624b\u914d\u3092\u3057\u3066\u300d\u3068\u3060\u3051\u4f1d\u3048\u308b\u3068\u56fd\u5185\u304b\u6d77\u5916\u304b\u3001\u4e88\u7b97\u3084\u65e5\u7a0b\u3082\u5206\u304b\u3089\u305a\u6238\u60d1\u3044\u307e\u3059\u304c\u3001\u300c3\u4e07\u5186\u3067\u9031\u672b\u306b\u6e29\u6cc9\u5730\u3078\u300d\u3068\u4f1d\u3048\u308c\u3070\u5177\u4f53\u7684\u306a\u5224\u65ad\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

AI\u3082\u540c\u3058\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u306a\u304f\u3001\u30eb\u30fc\u30eb\u3084\u5c65\u6b74\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u3001\u4f7f\u7528\u30c4\u30fc\u30eb\u3092\u542b\u3080\u6587\u8108\u304c\u5fc5\u8981\u306a\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u305d\u308c\u3089\u3092\u6700\u9069\u306b\u6574\u3048\u308b\u306e\u304c\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5f79\u5272\u3067\u3059\u3002<\/p>\n\n\n\n

\u751f\u6210AI\u6d3b\u7528\u306e\u30ab\u30ae\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u308b\u7406\u7531<\/h3>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u305d\u306e\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u5165\u529b\u8a2d\u8a08\u304c\u51fa\u529b\u6210\u679c\u3092\u5de6\u53f3\u3059\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u300d\u3068\u3044\u3046\u7591\u554f\u304c\u51fa\u3066\u304d\u305f\u3053\u3068\u3067\u6ce8\u76ee\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u305d\u306e\u305f\u3081\u3001\u751f\u6210AI\u3092\u4e0a\u624b\u304f\u6d3b\u7528\u3057\u3066\u3044\u304f\u306b\u306f\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u305d\u306e\u3082\u306e\u3088\u308a\u3082\u300c\u3069\u306e\u3088\u3046\u306a\u60c5\u5831\u3092\u3001\u3069\u306e\u3088\u3046\u306b\u5165\u529b\u3059\u308b\u304b\u300d\u304c\u91cd\u8981\u306b\u306a\u3063\u3066\u304d\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u7279\u306b\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u51fa\u529b\u7d50\u679c\u306e\u4e00\u8cab\u6027\u5411\u4e0a\u3001\u5165\u529b\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u5bfe\u5fdc\u3068\u3044\u3063\u305f\u89b3\u70b9\u304b\u3089\u3001\u751f\u6210AI\u6d3b\u7528\u306e\u6210\u5426\u3092\u5206\u3051\u308b\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3046\u3057\u305f\u6587\u8108\u8a2d\u8a08\u3092\u652f\u3048\u308b\u6280\u8853\u304c\u3001\u751f\u6210AI\u306e\u5b9f\u7528\u6027\u3092\u9ad8\u3081\u308b\u30ab\u30ae\u3067\u3042\u308b\u3068\u3044\u3048\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306e\u9055\u3044\u3092\u6bd4\u8f03\u3059\u308b<\/h2>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u9032\u3080\u4e2d\u3067\u3001\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u3068\u4e26\u3093\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u3067\u3059\u3002<\/p>\n\n\n\n

\u3069\u3061\u3089\u3082AI\u306e\u51fa\u529b\u54c1\u8cea\u306b\u5927\u304d\u304f\u95a2\u308f\u308b\u6280\u8853\u3067\u3059\u304c\u3001\u76ee\u7684\u3084\u8a2d\u8a08\u306e\u8996\u70b9\u306b\u306f\u660e\u78ba\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3053\u3067\u306f\u3001\u4e21\u8005\u306e\u5f79\u5272\u3084\u9069\u3057\u305f\u7528\u9014\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u76ee\u7684\u3068\u7279\u5fb4<\/h3>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001AI\u306e\u6027\u80fd\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306e\u91cd\u8981\u306a\u8a2d\u8a08\u6280\u8853\u3067\u3059\u3002<\/strong><\/span><\/p>\n\n\n\n

\u30bf\u30b9\u30af\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u6307\u793a\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u3001\u51fa\u529b\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u305f\u308a\u3001\u5e7b\u899a\u3084\u8aa4\u52d5\u4f5c\u3092\u9632\u3044\u3060\u308a\u3059\u308b\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3053\u3067\u306f\u3001\u305d\u306e\u5177\u4f53\u7684\u306a\u76ee\u7684\u3068\u7279\u5fb4\u306b\u3064\u3044\u3066\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u76ee\u7684<\/span><\/div>
\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4e3b\u306a\u76ee\u7684\u306f\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u6027\u80fd\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n

AI\u306b\u9069\u5207\u306a\u30bf\u30b9\u30af\u6307\u793a\u3092\u4e0e\u3048\u308b\u3053\u3068\u3067\u7cbe\u5ea6\u306e\u9ad8\u3044\u5fdc\u7b54\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u4e0d\u9069\u5207\u306a\u51fa\u529b\uff08hallucination\uff09\u3092\u9632\u304e\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001\u6575\u5bfe\u7684\u30d7\u30ed\u30f3\u30d7\u30c8\u3078\u306e\u5bfe\u7b56\u3084\u5b89\u5168\u6027\u306e\u78ba\u4fdd\u3082\u91cd\u8981\u306a\u76ee\u7684\u306e\u4e00\u3064\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u3089\u306e\u53d6\u308a\u7d44\u307f\u306b\u3088\u308a\u3001\u4f5c\u696d\u52b9\u7387\u3084\u518d\u73fe\u6027\u306e\u5411\u4e0a\u3092\u56f3\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n

\u7279\u5fb4<\/span><\/div>
\n

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\u5358\u7d14\u306a\u8cea\u554f\u3067\u306f\u306a\u304f\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u6587\u8108\u3092\u542b\u3080\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u91cd\u8996\u3057\u3001\u30bf\u30b9\u30af\u306b\u5fdc\u3058\u3066\u30d7\u30ed\u30f3\u30d7\u30c8\u5f62\u5f0f\u3092\u67d4\u8edf\u306b\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\u30e2\u30c7\u30eb\u8a13\u7df4\u306b\u304a\u3044\u3066\u306ffew-shot\u3084zero-shot\u306a\u3069\u306e\u624b\u6cd5\u306b\u3082\u5fdc\u7528\u53ef\u80fd\u3067\u3001\u8a66\u884c\u932f\u8aa4\u306b\u3088\u308a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6700\u9069\u5316\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u201c\u74b0\u5883\u8a2d\u8a08\u201d\u306e\u6280\u8853<\/h3>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3001AI\u304c\u6700\u9069\u306b\u7406\u89e3\u30fb\u5fdc\u7b54\u3067\u304d\u308b\u3088\u3046\u60c5\u5831\u306e\u9806\u5e8f\u3084\u69cb\u9020\u3092\u8a2d\u8a08\u3059\u308b\u6280\u8853\u3067\u3059\u3002<\/strong><\/span><\/p>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u304c\u300c\u3069\u3093\u306a\u6307\u793a\u3092\u51fa\u3059\u304b\u300d\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u306e\u306b\u5bfe\u3057\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u305d\u306e\u6307\u793a\u304c\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u201c\u571f\u53f0\u201d\u3092\u3064\u304f\u308b\u5f79\u5272\u3067\u3042\u308b\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u308b\u306e\u306a\u3089\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u30ec\u30b7\u30d4\u306e\u300c\u8abf\u7406\u624b\u9806\u300d\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306f\u300c\u98df\u6750\u306e\u6e96\u5099\u300d\u3084\u300c\u30ad\u30c3\u30c1\u30f3\u306e\u6574\u7406\u300d\u3067\u3042\u308b\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

\u6e96\u5099\u304c\u6574\u3063\u3066\u3044\u3066\u3053\u305d\u3001\u30ec\u30b7\u30d4\u3069\u304a\u308a\u306b\u7f8e\u5473\u3057\u304f\u4ed5\u4e0a\u304c\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n

\u4e21\u8005\u306e\u9055\u3044\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u8868\u3067\u89e3\u8aac<\/h3>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u3069\u3061\u3089\u3082\u751f\u6210AI\u306e\u6027\u80fd\u3092\u5f15\u304d\u51fa\u3059\u3046\u3048\u3067\u91cd\u8981\u3067\u3059\u304c\u3001\u95a2\u5fc3\u306e\u5bfe\u8c61\u3084\u7528\u9014\u3001\u8a2d\u8a08\u306e\u7bc4\u56f2\u306f\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3053\u3067\u306f\u4e21\u8005\u306e\u9055\u3044\u3092\u300c\u76ee\u7684\u300d\u300c\u64cd\u4f5c\u5bfe\u8c61\u300d\u300c\u5931\u6557\u4f8b\u300d\u306a\u3069\u306e\u89b3\u70b9\u304b\u3089\u6574\u7406\u3057\u3001\u5f79\u5272\u3084\u4f7f\u3044\u5206\u3051\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306b\u8868\u5f62\u5f0f\u3067\u6bd4\u8f03\u3057\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u89b3\u70b9<\/th>\u3000\u3000\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/th>\u3000\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/th><\/tr><\/thead>
\u5b9f\u884c\u3059\u308b\u610f\u56f3<\/td>\u5358\u767a\u306e\u547d\u4ee4\u6587\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u306e\u8868\u73fe\u3092\u5de5\u592b<\/td>AI\u306b\u898b\u305b\u308b\u60c5\u5831\u5168\u4f53\u306e\u69cb\u6210\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068<\/td><\/tr>
\u30b4\u30fc\u30eb<\/td>1\u56de\u306e\u5165\u529b\u3067\u72d9\u3063\u305f\u5fdc\u7b54\u3092\u5f97\u308b<\/td>\u4e00\u8cab\u6027\u306e\u3042\u308b\u56de\u7b54\u3092\u7d99\u7d9a\u7684\u306b\u5f15\u304d\u51fa\u3059<\/td><\/tr>
\u64cd\u4f5c\u5bfe\u8c61<\/td>\u5165\u529b\u6b04\u306b\u76f4\u63a5\u5165\u529b\u3059\u308b\u30c6\u30ad\u30b9\u30c8<\/td>\u4f1a\u8a71\u5c65\u6b74\u30fb\u5916\u90e8\u30c7\u30fc\u30bf\u30fb\u8a2d\u5b9a\u306a\u3069\u8907\u6570\u306e\u60c5\u5831\u8981\u7d20<\/td><\/tr>
\u5411\u3044\u3066\u3044\u308b\u7528\u9014<\/td>SNS\u6295\u7a3f\u3001\u5e83\u544a\u30b3\u30d4\u30fc\u306a\u3069\u306e\u5358\u767a\u30bf\u30b9\u30af<\/td>\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u8907\u6570\u30bf\u30fc\u30f3\u306e\u5bfe\u8a71<\/td><\/tr>
\u3042\u308a\u304c\u3061\u306a\u5931\u6557\u4f8b<\/td>\u8868\u73fe\u4e0d\u8db3\u3067\u610f\u56f3\u304c\u4f1d\u308f\u3089\u305a\u3001\u7684\u5916\u308c\u306a\u56de\u7b54\u304c\u8fd4\u3063\u3066\u304f\u308b<\/td>\u60c5\u5831\u304c\u904e\u591a\u307e\u305f\u306f\u6574\u7406\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u76ee\u7684\u306b\u6cbf\u308f\u306a\u3044\u51fa\u529b\u306b\u306a\u308b<\/td><\/tr>
\u4f4d\u7f6e\u4ed8\u3051<\/td>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u4e00\u90e8\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u8981\u7d20<\/td>\u30d7\u30ed\u30f3\u30d7\u30c8\u3082\u542b\u3081\u305f\u6587\u8108\u5168\u4f53\u3092\u8a2d\u8a08\u3059\u308b\u67a0\u7d44\u307f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u69cb\u6210\u8981\u7d20<\/h2>\n\n\n\n
\"\"<\/figure>\n\n\n\n

AI\u6d3b\u7528\u306b\u304a\u3051\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u91cd\u8981\u306a\u8981\u7d20\u3068\u306f\u4f55\u306a\u306e\u304b\uff1f<\/p>\n\n\n\n

\u9375\u3068\u306a\u308b\u8981\u7d20\u306f\u300c\u66f8\u304d\u8fbc\u307f\u300d\u300c\u9078\u629e\u300d\u300c\u5727\u7e2e\u300d\u300c\u5206\u96e2\u300d\u306e4\u3064\u306e\u6226\u7565\u3067\u3059\u3002<\/strong><\/span><\/p>\n\n\n\n

\u3053\u308c\u3089\u306f\u3001\u512a\u308c\u305fAI\u30b7\u30b9\u30c6\u30e0\u3092\u8a2d\u8a08\u30fb\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u8981\u7d20\u3067\u3042\u308b\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

\u66f8\u304d\u8fbc\u307f\uff08Write\uff09\u3067\u60c5\u5831\u3092\u6c38\u7d9a\u5316<\/h3>\n\n\n\n

\u66f8\u304d\u8fbc\u307f\u3068\u306f\u3001AI\u304c\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u53c2\u7167\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306e\u5916\u306b\u60c5\u5831\u3092\u6e96\u5099\u30fb\u4fdd\u5b58\u3057\u3066\u304a\u304f\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u5177\u4f53\u7684\u306b\u306f\u3001\u300c\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u306b\u3088\u3063\u3066\u3001AI\u306e\u5f79\u5272\u3084\u51fa\u529b\u306e\u5f62\u5f0f\u3092\u3042\u3089\u304b\u3058\u3081\u660e\u793a\uff08\u305f\u3068\u3048\u3070\u300c\u3042\u306a\u305f\u306f\u6cd5\u5f8b\u5c02\u9580\u5bb6\u3068\u3057\u3066\u5bfe\u5fdc\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3063\u305f\u6307\u793a\uff09\u3057\u305f\u308a\u3001\u300c\u30e1\u30e2\u4fdd\u5b58\u300d\u306e\u3088\u3046\u306b\u3001\u30bf\u30b9\u30af\u9042\u884c\u4e2d\u306e\u601d\u8003\u3084\u4e2d\u9593\u30b9\u30c6\u30c3\u30d7\u3092\u5916\u90e8\u306b\u8a18\u9332\u3059\u308b\u3053\u3068\u3067\u3001\u6587\u8108\u306e\u7d99\u7d9a\u6027\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u300cFew-shot learning\u300d\u3092\u4f7f\u3063\u3066\u3001\u5165\u529b\u3068\u51fa\u529b\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001AI\u306b\u671f\u5f85\u3059\u308b\u5fdc\u7b54\u306e\u30b9\u30bf\u30a4\u30eb\u3084\u57fa\u6e96\u3092\u5177\u4f53\u7684\u306b\u793a\u3059\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u3089\u306e\u5de5\u592b\u306f\u3001\u3042\u305f\u304b\u3082AI\u306b\u201c\u5f8c\u3067\u898b\u8fd4\u305b\u308b\u30e1\u30e2\u201d\u3092\u6e21\u3057\u3066\u304a\u304f\u3088\u3046\u306a\u3082\u306e\u3067\u3001\u7279\u306b\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u3046\u3048\u3067\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n

\u9078\u629e\uff08Select\uff09\u3067\u9069\u5207\u306a\u60c5\u5831\u3092\u53d6\u308a\u51fa\u3059<\/h3>\n\n\n\n

\u9078\u629e\u3068\u306f\u3001AI\u306b\u4e0e\u3048\u308b\u60c5\u5831\u306e\u4e2d\u304b\u3089\u672c\u5f53\u306b\u5fc5\u8981\u306a\u8981\u7d20\u3060\u3051\u3092\u62bd\u51fa\u3057\u3001\u4e0d\u8981\u306a\u30ce\u30a4\u30ba\u3092\u53d6\u308a\u9664\u304f\u305f\u3081\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n

RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3092\u4f7f\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u306b\u6cbf\u3063\u305f\u60c5\u5831\u3092\u610f\u5473\u30d9\u30fc\u30b9\u3067\u62bd\u51fa\u3057\u3001\u95a2\u9023\u6027\u306e\u9ad8\u3044\u6587\u66f8\u3060\u3051\u3092AI\u306b\u6e21\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001\u60c5\u5831\u3092\u95a2\u9023\u6027\u3084\u65b0\u3057\u3055\u3068\u3044\u3063\u305f\u57fa\u6e96\u3067\u512a\u5148\u9806\u4f4d\u3065\u3051\u3059\u308b\u3053\u3068\u3067\u3001\u53e4\u3044\u30c7\u30fc\u30bf\u306b\u60d1\u308f\u3055\u308c\u305a\u3001\u5fc5\u8981\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u3088\u308a\u7684\u78ba\u306b\u4f1d\u3048\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u5727\u7e2e\uff08Compress\uff09\u3067\u30c8\u30fc\u30af\u30f3\u5236\u9650\u306b\u5bfe\u5fdc<\/h3>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306b\u306f\u30c8\u30fc\u30af\u30f3\u6570\u306e\u4e0a\u9650\u304c\u3042\u308b\u305f\u3081\u3001\u60c5\u5831\u3092\u52b9\u7387\u3088\u304f\u5727\u7e2e\u3059\u308b\u3053\u3068\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u307e\u305a\u57fa\u672c\u3068\u306a\u308b\u306e\u306f\u3001\u4f1a\u8a71\u5c65\u6b74\u3084\u9577\u6587\u306e\u6587\u66f8\u3092\u7c21\u6f54\u306b\u307e\u3068\u3081\u308b\u300c\u8981\u7d04\u300d\u3067\u3059\u3002<\/p>\n\n\n\n

\u81ea\u52d5\u8981\u7d04\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u5197\u9577\u306a\u90e8\u5206\u3092\u524a\u6e1b\u3057\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3060\u3051\u3092\u6b8b\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u300c\u518d\u5e30\u7684\u8981\u7d04\u300d\u306b\u3088\u3063\u3066\u3001\u305d\u306e\u8981\u7d04\u3092\u3055\u3089\u306b\u77ed\u7e2e\u3059\u308b\u3053\u3068\u3067\u3001\u9650\u3089\u308c\u305f\u30b9\u30da\u30fc\u30b9\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u300c\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u300d\u3068\u3044\u3046\u624b\u6cd5\u3067\u306f\u3001\u6587\u8108\u3068\u95a2\u4fc2\u306e\u8584\u3044\u60c5\u5831\u3084\u91cd\u8907\u3057\u305f\u5185\u5bb9\u3092\u53d6\u308a\u9664\u304d\u3001\u7cbe\u5ea6\u3068\u52b9\u7387\u306e\u4e21\u65b9\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3046\u3057\u305f\u5727\u7e2e\u306e\u5de5\u592b\u306f\u3001\u60c5\u5831\u904e\u591a\u306b\u3088\u308b\u8aa4\u89e3\u3084\u51fa\u529b\u7cbe\u5ea6\u306e\u4f4e\u4e0b\u3092\u9632\u3050\u305f\u3081\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\u5206\u96e2\uff08Isolate\uff09\u3067\u60c5\u5831\u306e\u885d\u7a81\u3092\u9632\u6b62<\/h3>\n\n\n\n

\u5206\u96e2\u3068\u306f\u3001\u8907\u6570\u306e\u60c5\u5831\u304c\u5e72\u6e09\u3057\u5408\u308f\u306a\u3044\u3088\u3046\u306b\u6574\u7406\u3057\u3001\u6587\u8108\u306e\u6df7\u4e71\u3092\u9632\u3050\u305f\u3081\u306e\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n

\u305f\u3068\u3048\u3070\u300c\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u300d\u306b\u3088\u3063\u3066\u3001\u5404\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u51e6\u7406\u6a5f\u80fd\u3054\u3068\u306b\u5c02\u7528\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u8a2d\u3051\u308b\u3053\u3068\u3067\u3001\u5f79\u5272\u3054\u3068\u306e\u60c5\u5831\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u300c\u8a18\u61b6\u306e\u5206\u985e\u300d\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u76f4\u8fd1\u306e\u4f1a\u8a71\u5185\u5bb9\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u9577\u671f\u7684\u306a\u597d\u307f\u3084\u5c65\u6b74\u3068\u3092\u5206\u3051\u3066\u7ba1\u7406\u3067\u304d\u3001\u610f\u56f3\u306e\u53d6\u308a\u9055\u3044\u3092\u9632\u3052\u307e\u3059\u3002<\/p>\n\n\n\n

\u3055\u3089\u306b\u3001\u300c\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u5206\u3051\u300d\u306b\u3088\u3063\u3066\u3001\u30bf\u30b9\u30af\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u305f\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u307f\u3092\u4f7f\u7528\u3055\u305b\u308b\u3053\u3068\u3067\u3001AI\u306e\u8aa4\u64cd\u4f5c\u3092\u907f\u3051\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u3089\u306e\u5de5\u592b\u306f\u5f15\u304d\u51fa\u3057\u3092\u7528\u9014\u5225\u306b\u6574\u7406\u3059\u308b\u3088\u3046\u306b\u3001\u60c5\u5831\u3092\u9069\u5207\u306b\u4ed5\u5206\u3051\u308b\u3053\u3068\u3067AI\u306e\u7cbe\u5ea6\u3068\u5fdc\u7b54\u306e\u5b89\u5b9a\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u8a2d\u8a08\u306e\u3088\u304f\u3042\u308b\u5931\u6557<\/h2>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306fAI\u3092\u6d3b\u7528\u3059\u308b\u4e0a\u3067\u52b9\u679c\u7684\u306a\u624b\u6cd5\u3067\u3059\u304c\u3001\u8a2d\u8a08\u30df\u30b9\u304c\u539f\u56e0\u3067AI\u306e\u51fa\u529b\u7cbe\u5ea6\u304c\u5927\u304d\u304f\u4e0b\u304c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n\n\n\n

\u3053\u3053\u3067\u306f\u3001\u3088\u304f\u3042\u308b3\u3064\u306e\u5931\u6557\u4f8b\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u60c5\u5831\u91cf\u304c\u591a\u3059\u304e\u3066AI\u304c\u6df7\u4e71\u3057\u3066\u3057\u307e\u3046\u30b1\u30fc\u30b9<\/h3>\n\n\n\n

\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u306f\u3001\u51e6\u7406\u3067\u304d\u308b\u30c8\u30fc\u30af\u30f3\u6570\u306b\u9650\u754c\u304c\u3042\u308b\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u300d\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/strong><\/span><\/p>\n\n\n\n

\u3042\u308c\u3053\u308c\u60c5\u5831\u3092\u8a70\u3081\u8fbc\u307f\u3059\u304e\u308b\u3068\u3001\u91cd\u8981\u306a\u6307\u793a\u304c\u5f8c\u65b9\u306b\u62bc\u3057\u3084\u3089\u308c\u3001\u30e2\u30c7\u30eb\u304c\u53c2\u7167\u3067\u304d\u306a\u3044\u7bc4\u56f2\u306b\u8ffd\u3044\u51fa\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u305f\u3068\u3048\u3070\u3001FAQ\u3084\u524d\u56de\u306e\u4f1a\u8a71\u30ed\u30b0\u3001JSON\u5f62\u5f0f\u306e\u6307\u793a\u3001\u793e\u5185\u8cc7\u6599\u306a\u3069\u3092\u3059\u3079\u3066\u4e00\u62ec\u3067\u9001\u4fe1\u3057\u3001\u6700\u3082\u91cd\u8981\u306a\u300c\u4eca\u56de\u306e\u6307\u793a\u300d\u3092\u672b\u5c3e\u306b\u7f6e\u3044\u3066\u3057\u307e\u3063\u305f\u5834\u5408\u306a\u3069\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u3088\u3046\u306a\u72b6\u614b\u3067\u306f\u3001\u3069\u308c\u307b\u3069\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5de5\u592b\u3092\u51dd\u3089\u3057\u3066\u3082\u3001AI\u306f\u6307\u793a\u81ea\u4f53\u3092\u6b63\u3057\u304f\u8a8d\u8b58\u3067\u304d\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u60c5\u5831\u306e\u9806\u5e8f\u30fb\u69cb\u9020\u304c\u6574\u7406\u3055\u308c\u3066\u3044\u306a\u3044\u30b1\u30fc\u30b9<\/h3>\n\n\n\n

\u30e2\u30c7\u30eb\u306f\u300c\u6587\u8108\u5185\u306e\u3059\u3079\u3066\u306e\u60c5\u5831\u3092\u5747\u7b49\u306b\u7406\u89e3\u3059\u308b\u300d\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n\n\n\n

\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u7b87\u6761\u66f8\u304d\u3084\u3001\u4f53\u88c1\u306e\u4e71\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u304c\u542b\u307e\u308c\u308b\u3068\u3001\u5185\u5bb9\u306e\u91cd\u8981\u5ea6\u3084\u95a2\u4fc2\u6027\u3092\u898b\u8aa4\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u305f\u3068\u3048\u3070\u300c\u904e\u53bb\u306e\u4f1a\u8a71\u30ed\u30b0\u300d\u3092\u305d\u306e\u307e\u307e\u30d7\u30ec\u30fc\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u8cbc\u308a\u4ed8\u3051\u308b\u3068\u3001\u6587\u8108\u306e\u6d41\u308c\u304c\u3064\u304b\u3081\u305a\u3001\u610f\u56f3\u3068\u7570\u306a\u308b\u89e3\u91c8\u304c\u884c\u308f\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3046\u3057\u305f\u8a2d\u8a08\u30df\u30b9\u306f\u3001\u7279\u306bRAG\u3084\u9577\u671f\u30e1\u30e2\u30ea\u3092\u6d3b\u7528\u3059\u308b\u5834\u9762\u3067\u8aa4\u52d5\u4f5c\u306e\u539f\u56e0\u3068\u306a\u308a\u3084\u3059\u3044\u305f\u3081\u3001\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\u300c\u76ee\u7684\u300d\u304c\u4e0d\u660e\u78ba\u3067\u610f\u56f3\u3057\u305f\u51fa\u529b\u306b\u306a\u3089\u306a\u3044\u30b1\u30fc\u30b9<\/h3>\n\n\n\n

\u4e00\u898b\u3059\u308b\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u69cb\u6210\u304c\u4e01\u5be7\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u3066\u3082\u3001\u30e2\u30c7\u30eb\u304c\u300c\u3053\u306e\u4f1a\u8a71\u306e\u76ee\u7684\u306f\u4f55\u304b\uff1f\u300d\u3092\u6b63\u3057\u304f\u628a\u63e1\u3057\u3066\u3044\u306a\u3044\u3068\u3001\u8fd4\u7b54\u304c\u3076\u308c\u305f\u308a\u7684\u5916\u308c\u306a\u5fdc\u7b54\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u305f\u3068\u3048\u3070\u3001\u524d\u63d0\u60c5\u5831\u304c\u5341\u5206\u3067\u3082\u300c\u6700\u7d42\u7684\u306b\u4f55\u3092\u6c42\u3081\u3066\u3044\u308b\u306e\u304b\u300d\u304c\u66d6\u6627\u306a\u5834\u5408\u3001\u51fa\u529b\u306f\u6f20\u7136\u3068\u3057\u305f\u5185\u5bb9\u306b\u306a\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u308c\u306f\u5358\u306a\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6587\u8a00\u30df\u30b9\u3067\u306f\u306a\u304f\u3001\u300c\u5168\u4f53\u7684\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u8a2d\u8a08\u300d\u306e\u554f\u984c\u306b\u8d77\u56e0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u3088\u3046\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u306f\u30ab\u30d0\u30fc\u3067\u304d\u306a\u3044\u8ab2\u984c\u304c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u8a2d\u8a08\u306e\u7518\u3055\u3068\u3057\u3066\u73fe\u308c\u308b\u306e\u3067\u3059\u3002<\/strong><\/span><\/p>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5b9f\u8df5\u65b9\u6cd5<\/h2>\n\n\n\n
\"\"<\/figure>\n\n\n\n

AI\u3092\u6d3b\u7528\u3059\u308b\u969b\u306f\u3001\u3061\u3087\u3063\u3068\u3057\u305f\u5de5\u592b\u3092\u52a0\u3048\u308b\u3060\u3051\u3067\u3001\u51fa\u529b\u306e\u7cbe\u5ea6\u3084\u4e00\u8cab\u6027\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u3053\u3067\u306f\u3001\u7279\u5225\u306a\u30c4\u30fc\u30eb\u4e0d\u8981\u3067\u5b9f\u8df5\u3067\u304d\u308b\u5177\u4f53\u7684\u306a\u65b9\u6cd5\u30924\u3064\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u5192\u982d\u3067\u300c\u76ee\u7684\u300d\u3068\u300c\u524d\u63d0\u6761\u4ef6\u300d\u3092\u660e\u793a\u3059\u308b<\/h3>\n\n\n\n

ChatGPT\u3092\u4f7f\u3046\u969b\u306b\u306f\u3001\u5192\u982d\u3067\u300c\u3042\u306a\u305f\u306f\u3007\u3007\u306e\u5c02\u9580\u5bb6\u3067\u3059\u3002\u672c\u65e5\u306f\u25b3\u25b3\u306b\u3064\u3044\u3066\u76f8\u8ac7\u3057\u307e\u3059\u300d\u3068\u3044\u3063\u305f\u5f62\u3067\u524d\u63d0\u3092\u660e\u793a\u3059\u308b\u3068\u3001\u4ee5\u964d\u306e\u5fdc\u7b54\u304c\u4e00\u8cab\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u4f8b<\/span><\/div>
\n

\u300c\u3042\u306a\u305f\u306f\u4f01\u696d\u5411\u3051\u7814\u4fee\u306e\u30d7\u30e9\u30f3\u30ca\u30fc\u3067\u3059\u3002\u4eca\u56de\u306f\u751f\u6210AI\u306b\u95a2\u3059\u308b\u8b1b\u5ea7\u5185\u5bb9\u306e\u76f8\u8ac7\u3092\u3057\u307e\u3059\u300d\u3000\u3000\u3000<\/p>\n\n\n\n

\u300c\u53d7\u8b1b\u5bfe\u8c61\u306f30\u4ee3\u306e\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u3067\u3001AI\u306e\u521d\u5fc3\u8005\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u300d<\/p>\n<\/div><\/div>\n\n\n\n

\u3053\u306e\u3088\u3046\u306b\u3001\u4f1a\u8a71\u306e\u80cc\u666f\u3068\u76ee\u7684\u3092\u6700\u521d\u306b\u5171\u6709\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u304c\u3084\u308a\u53d6\u308a\u306e\u610f\u56f3\u3092\u6b63\u3057\u304f\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059<\/strong><\/span>\u3002<\/p>\n\n\n\n

\u8cc7\u6599\u3084\u5c65\u6b74\u3092\u6574\u7406\u3057\u3066\u63d0\u793a\u3059\u308b<\/h3>\n\n\n\n

ChatGPT\u306b\u5927\u91cf\u306e\u60c5\u5831\u3092\u4e00\u5ea6\u306b\u6e21\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u3053\u3061\u3089\u304c\u524d\u63d0\u8cc7\u6599\u2460\u3067\u3059\u300d\u300c\u6b21\u306b\u8cc7\u6599\u2461\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3063\u305f\u5f62\u3067\u6bb5\u968e\u7684\u306b\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u5185\u5bb9\u306e\u7406\u89e3\u304c\u683c\u6bb5\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u4f8b<\/span><\/div>
\n

\u60aa\u3044\u4f8b\uff1aFAQ\u3084\u8981\u4ef6\u5b9a\u7fa9\u3001\u4ed5\u69d8\u66f8\u306a\u3069\u3092\u307e\u3068\u3081\u3066\u4e00\u62ec\u6295\u5165
\u826f\u3044\u4f8b\uff1a\u300c\u307e\u305a\u3053\u306e\u8cc7\u6599\u3092\u8aad\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u7406\u89e3\u3067\u304d\u305f\u3089\u300eOK\u300f\u3068\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u300d<\/p>\n<\/div><\/div>\n\n\n\n

\u52a0\u3048\u3066\u3001\u8868\u5f62\u5f0f\u3084\u7b87\u6761\u66f8\u304d\u306a\u3069\u6574\u7406\u3055\u308c\u305f\u69cb\u6210\u3067\u60c5\u5831\u3092\u63d0\u793a\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u6587\u8108\u306e\u660e\u77ad\u5316\u3068\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u5411\u4e0a\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059<\/strong><\/span>\u3002<\/p>\n\n\n\n

\u4e0d\u8981\u306a\u60c5\u5831\u3092\u7701\u304d\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3060\u3051\u3092\u6b8b\u3059<\/h3>\n\n\n\n

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1\u679a\u306e\u8a2d\u8a08\u30b7\u30fc\u30c8\u3068\u3057\u3066\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u307e\u3068\u3081\u308b<\/h3>\n\n\n\n

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\u4f8b<\/span><\/div>
\n

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\u300c\u76ee\u7684\uff1aChatGPT\u3092\u4f7f\u3063\u3066AI\u95a2\u9023\u306e\u8a18\u4e8b\u3092\u5186\u6ed1\u306b\u57f7\u7b46\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u300d
\u300c\u5e0c\u671b\u3059\u308b\u51fa\u529b\uff1a\u8a18\u4e8b\u69cb\u6210 \u2192 \u30bb\u30af\u30b7\u30e7\u30f3\u5225\u672c\u6587 \u2192 SEO\u89b3\u70b9\u306e\u63d0\u6848\u300d<\/p>\n<\/div><\/div>\n\n\n\n

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

\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306f\u88dc\u5b8c\u3057\u5408\u3046\u5b58\u5728\u3067\u3042\u308b\u3068\u3082\u3044\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

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\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u30bb\u30c3\u30c8\u3067\u8003\u3048\u308b<\/h3>\n\n\n\n

AI\u306b\u7684\u78ba\u306a\u6307\u793a\u3092\u51fa\u3059\u306b\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\uff08\u305d\u306e\u5834\u306e\u547d\u4ee4\uff09\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff08\u80cc\u666f\u3084\u524d\u63d0\uff09\u3092\u30bb\u30c3\u30c8\u3067\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/strong><\/span><\/p>\n\n\n\n

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\u76ee\u7684\u30fb\u60f3\u5b9a\u8aad\u8005\u30fb\u51fa\u529b\u5f62\u5f0f\u306a\u3069\u306e\u300c\u5171\u901a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u300d\u3092\u660e\u6587\u5316\u3057\u3001\u305d\u308c\u306b\u5bfe\u3057\u3066\u300c\u751f\u6210\u3057\u305f\u3044\u5185\u5bb9\u300d\u3092\u5909\u6570\u5316\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u30bb\u30c3\u30c8\u306b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u8ab0\u3067\u3082\u5b89\u5b9a\u3057\u305f\u54c1\u8cea\u3067AI\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

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

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\u3053\u3053\u3067\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u696d\u52d9\u3084FAQ\u81ea\u52d5\u5316\u3001RAG\u3068\u306e\u9023\u643a\u3068\u3044\u3063\u305f\u5b9f\u7528\u7684\u306a\u6d3b\u7528\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u696d\u52d9\u3067\u306eRAG\u6a5f\u80fd\u691c\u8a3c<\/h3>\n\n\n\n

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\u3055\u3089\u306b\u60c5\u5831\u6e90\u306e\u63d0\u793a\u6a5f\u80fd\u3082\u958b\u767a\u3057\u3001\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u306b\u3088\u308b\u30c1\u30a7\u30c3\u30af\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u9ad8\u3044\u7cbe\u5ea6\u304c\u6c42\u3081\u3089\u308c\u308b\u696d\u52d9\u3067\u306e\u751f\u6210AI\u6d3b\u7528\u3092\u53ef\u80fd\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\n

\u8aa4\u56de\u7b54\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u30017\u5272\u4ee5\u4e0a\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u56de\u7b54\u306e\u4e2d\u306b\u8aa4\u308a\u304c\u3042\u308b\u6050\u308c\u3092\u8003\u616e\u3057\u3001\u305d\u306e\u6839\u62e0\u3068\u306a\u3063\u305f\u60c5\u5831\u6e90\u3092\u63d0\u793a\u3059\u308b\u306a\u3069\u3001\u8aa4\u56de\u7b54\u306e\u767a\u751f\u3092\u524d\u63d0\u3068\u3057\u305f\u3001\u8ffd\u52a0\u306eRAG\u6a5f\u80fd\u3082\u958b\u767a\u3057\u3001\u300c\u65e5\u7acb\u30b5\u30dd\u30fc\u30c8360\u300d\u306b\u304a\u3051\u308b\u4e00\u90e8\u696d\u52d9\u3067\u306e\u751f\u6210AI\u6d3b\u7528\u3092\u679c\u305f\u3057\u307e\u3057\u305f\u3002<\/p>\n\u51fa\u5178\uff1a\u682a\u5f0f\u4f1a\u793e\u65e5\u7acb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30ba<\/a><\/cite><\/blockquote>\n\n\n\n

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u6d3b\u7528\u3057\u305f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u306e\u958b\u767a<\/h3>\n\n\n\n

\u30c8\u30e8\u30bf\u306f\u300c\u5927\u90e8\u5c4b\u65b9\u5f0f\u300d\u306b\u3061\u306a\u3093\u3060AI\u30b7\u30b9\u30c6\u30e0\u300cO-Beya\u300d\u3092\u958b\u767a\u3057\u3001\u30d9\u30c6\u30e9\u30f3\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u77e5\u8b58\u7d99\u627f\u3068\u30d1\u30ef\u30fc\u30c8\u30ec\u30fc\u30f3\u306e\u958b\u767a\u52b9\u7387\u5316\u3092\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u3053\u306eAI\u30b7\u30b9\u30c6\u30e0\u306f\u30019\u3064\u306e\u5c02\u9580AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5354\u50cd\u3057\u3001\u8907\u6570\u306e\u89b3\u70b9\u304b\u3089\u7d71\u5408\u7684\u306a\u56de\u7b54\u3092\u63d0\u4f9b\u3059\u308b\u4ed5\u7d44\u307f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u6280\u8853\u9762\u3067\u306f\u3001Microsoft Azure OpenAI Service\u3068RAG\u6280\u8853\u3092\u6d3b\u7528\u3057\u3001\u8a2d\u8a08\u5831\u544a\u66f8\u304b\u3089\u624b\u66f8\u304d\u6587\u66f8\u307e\u3067\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u3092\u6587\u8108\u7406\u89e3\u53ef\u80fd\u306a\u77e5\u8b58\u30d9\u30fc\u30b9\u3068\u3057\u3066\u69cb\u7bc9\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

2024\u5e741\u6708\u306e\u904b\u7528\u958b\u59cb\u5f8c\u3001\u7d04800\u4eba\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u6708\u6570\u767e\u56de\u5229\u7528\u3057\u3066\u304a\u308a\u3001\u5f93\u6765\u306e\u6587\u66f8\u691c\u7d22\u306b\u8981\u3057\u3066\u3044\u305f\u81a8\u5927\u306a\u6642\u9593\u304c\u5927\u5e45\u306b\u77ed\u7e2e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u73fe\u5728\u306e O-Beya \u30b7\u30b9\u30c6\u30e0\u306b\u306f 9 \u3064\u306e AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5b9f\u88c5\u3055\u308c\u3066\u304a\u308a\u3001\u632f\u52d5\u306e\u5c02\u9580\u5bb6\u304b\u3089\u71c3\u8cbb\u306e\u5c02\u9580\u5bb6\u307e\u3067\u3001\u69d8\u3005\u306a\u5206\u91ce\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u8cea\u554f\u5185\u5bb9\u306b\u5fdc\u3058\u3066\u3001\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u540c\u6642\u306b\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\u51fa\u5178\uff1ahttps:\/\/news.microsoft.com\/ja-jp\/features\/241120-toyota-is-deploying-ai-agents-to-harness-the-collective-wisdom-of-engineers-and-innovate-faster\/<\/a><\/cite><\/blockquote>\n\n\n\n

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

\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001\u751f\u6210AI\u306e\u51fa\u529b\u7cbe\u5ea6\u3084\u696d\u52d9\u9069\u7528\u6027\u3092\u5927\u304d\u304f\u5de6\u53f3\u3059\u308b\u300c\u60c5\u5831\u8a2d\u8a08\u306e\u6280\u8853\u300d\u3067\u3059\u3002<\/strong><\/span><\/p>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u306f\u5bfe\u5fdc\u304c\u96e3\u3057\u3044\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3082\u3001\u9069\u5207\u306a\u60c5\u5831\u306e\u53ce\u96c6\u30fb\u5727\u7e2e\u30fb\u914d\u7f6e\u306b\u3088\u3063\u3066\u9ad8\u7cbe\u5ea6\u304b\u3064\u518d\u73fe\u6027\u306e\u3042\u308b\u5fdc\u7b54\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

FAQ\u81ea\u52d5\u5316\u3084\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u3001RAG\u9023\u643a\u3068\u3044\u3063\u305f\u5b9f\u7528\u4f8b\u304b\u3089\u3082\u5206\u304b\u308b\u3088\u3046\u306b\u3001\u4eca\u5f8c\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u4e00\u4f53\u3067\u8a2d\u8a08\u3059\u308b\u8996\u70b9\u304c\u3001\u3042\u3089\u3086\u308bAI\u6d3b\u7528\u306e\u571f\u53f0\u3068\u306a\u3063\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3060\u3051\u3067\u306f\u9650\u754c\u3092\u611f\u3058\u3066\u3044\u307e\u305b\u3093\u304b\uff1f\u751f\u6210AI\u306e\u7cbe\u5ea6\u3084\u4e00\u8cab\u6027\u3092\u672c\u8cea\u7684\u306b\u9ad8\u3081\u308b\u306b\u306f\u3001\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u3068\u3044\u3046\u60c5\u5831\u8a2d\u8a08\u306e\u8996\u70b9\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u305d\u306e\u5b9a\u7fa9\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306e\u9055\u3044\u3001RAG\u9023\u643a\u3084\u30ca\u30ec\u30c3\u30b8\u6d3b\u7528\u306a\u3069\u306e\u5b9f\u8df5\u624b\u6cd5\u307e\u3067\u3092\u5177\u4f53\u7684\u306b\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":44976,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","_spnote":"\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\r\n\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0 \u30d7\u30ed\u30f3\u30d7\u30c8 \u9055\u3044","_custom_second_post_notes":"## \u30da\u30eb\u30bd\u30ca\r\n- **\u5c5e\u6027**: \u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3001AI \u62c5\u5f53\u8005 \r\n- **\u95a2\u5fc3\u4e8b**: \u751f\u6210AI \u306e\u696d\u52d9\u6d3b\u7528\u3092\u63a8\u9032\u4e2d\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u9650\u754c\u3092\u611f\u3058\u3001\u3088\u308a\u4f53\u7cfb\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u6a21\u7d22\u3057\u3066\u3044\u308b\u3002 \r\n- **\u691c\u7d22\u610f\u56f3** \r\n 1. \u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\uff1f\u300d\u3092\u7aef\u7684\u306b\u7406\u89e3\u3057\u305f\u3044 \r\n 2. \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306e\u9055\u3044\u3092\u6bd4\u8f03\u30fb\u628a\u63e1\u3057\u305f\u3044 \r\n 3. \u5b9f\u88c5\u624b\u9806\u3084\u6d3b\u7528\u4e8b\u4f8b\u3092\u5177\u4f53\u7684\u306b\u77e5\u308a\u305f\u3044 \r\n\r\n## \u8a18\u4e8b\u76ee\u7684\r\n\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e**\u5b9a\u7fa9\u30fb\u69cb\u6210\u8981\u7d20\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306e\u9055\u3044\u30fb\u5b9f\u8df5\u30ce\u30a6\u30cf\u30a6**\u3092\u7db2\u7f85\u3057\u3001\u8aad\u8005\u304c\u81ea\u793e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3078\u5fdc\u7528\u3067\u304d\u308b\u5b9f\u7528\u30ec\u30d9\u30eb\u306e\u77e5\u8b58\u3092\u63d0\u4f9b\u3059\u308b\u3002\r\n\r\n## \u53c2\u8003\u8a18\u4e8b\u69cb\u6210\u4f8b\uff08H2\u301cH3\u30fb\u2605\uff1d\u91cd\u8981\u898b\u51fa\u3057\uff09\r\n\u203b\u3042\u304f\u307e\u3067\u3082\u53c2\u8003\u306e\u305f\u3081\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u53c2\u7167\u306e\u4e0a\u3001\u9069\u5207\u306a\u898b\u51fa\u3057\u69cb\u6210\u3092\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002\r\n- **H2\u2605** \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f \r\n - H3 \u6982\u8981\u3068\u8a95\u751f\u306e\u80cc\u666f \r\n - H3 \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e4\u30ec\u30a4\u30e4\u30fc\u30e2\u30c7\u30eb\uff08System\uff0fUser\uff0fLong-term\uff0fShort-term\uff09 \r\n - H3 \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u8a2d\u8a08\u306e3\u30b9\u30c6\u30c3\u30d7\uff08\u62bd\u51fa \u2192 \u6574\u5f62 \u2192 \u633f\u5165\uff09 \r\n - H3 \u57fa\u672c\u30c4\u30fc\u30eb\u3068\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08RAG\u30fbVector DB\u30fbFunction Calling \u306a\u3069\uff09 \r\n\r\n- **H2\u2605** \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0 \u30d7\u30ed\u30f3\u30d7\u30c8 \u9055\u3044 \r\n - H3 \u5b9a\u7fa9\u3068\u76ee\u7684\u306e\u9055\u3044 \r\n - H3 \u30b9\u30b3\u30fc\u30d7\u3068\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u306e\u9055\u3044 \r\n - H3 \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u9650\u754c\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u62e1\u5f35\u306e\u5fc5\u8981\u6027 \r\n - H3 \u30e1\u30ea\u30c3\u30c8\uff0f\u30c7\u30e1\u30ea\u30c3\u30c8\u6bd4\u8f03\u8868 \r\n - H3 \u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\uff1aFAQ Bot \u306e\u7cbe\u5ea6\u6539\u5584 \r\n\r\n- **H2** \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0 \u6d3b\u7528\u4e8b\u4f8b \r\n - H3 \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u691c\u7d22\u5f37\u5316\uff08RAG \u30d1\u30bf\u30fc\u30f3\uff09 \r\n - H3 \u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u81ea\u52d5\u5316 \r\n - H3 \u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u578b\u30b3\u30d1\u30a4\u30ed\u30c3\u30c8\u958b\u767a \r\n - H3 \u30bb\u30ad\u30e5\u30a2\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u306e\u5b9f\u88c5\u4f8b \r\n\r\n- **H2** \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0 \u5c0e\u5165\u624b\u9806 \r\n - H3 \u8ab2\u984c\u5b9a\u7fa9\u3068\u30c7\u30fc\u30bf\u53ce\u96c6 \r\n - H3 \u30c7\u30fc\u30bf\u524d\u51e6\u7406\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u8a2d\u8a08 \r\n - H3 Vector \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u9078\u5b9a\u306e\u30dd\u30a4\u30f3\u30c8 \r\n - H3 LLM API \u9023\u643a & Function Calling \u8a2d\u8a08 \r\n\r\n- **H2** \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0 \u8ab2\u984c\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9 \r\n - H3 \u30c7\u30fc\u30bf\u54c1\u8cea\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u78ba\u4fdd \r\n - H3 \u30c8\u30fc\u30af\u30f3\u5236\u9650\u5bfe\u7b56\u3068\u30b3\u30b9\u30c8\u6700\u9069\u5316 \r\n - H3 \u66f4\u65b0\u30fb\u518d\u5b66\u7fd2\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9 \r\n - H3 \u8a55\u4fa1\u6307\u6a19\uff1aContextual Recall\uff0fLatency \u306a\u3069 \r\n\r\n- **H2** \u307e\u3068\u3081\r\n\r\n## \u57f7\u7b46\u30dd\u30a4\u30f3\u30c8\r\n- \u5192\u982d\u3067 **\u7d50\u8ad6\u2192\u80cc\u666f\u2192\u30e1\u30ea\u30c3\u30c8** \u3092\u7c21\u6f54\u306b\u63d0\u793a\u3057\u96e2\u8131\u3092\u9632\u6b62\r\n- \u30c6\u30ad\u30b9\u30c8\u306e\u307f\u3067\u306f\u306a\u304fX\u306e\u57cb\u3081\u8fbc\u307f\u3084\u8868\u3001\u56f3\u89e3\u306a\u3069\u3092\u4f7f\u3063\u3066\u8996\u899a\u7684\u306b\u5206\u304b\u308a\u3084\u3059\u304f\u307e\u3068\u3081\u308b","_dp_original":0,"footnotes":""},"categories":[173,12],"tags":[],"ppma_author":[111,44],"class_list":["post-41979","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learn_about_ai","category-basicknowledge"],"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","authors":[{"term_id":111,"user_id":49,"is_guest":0,"slug":null,"display_name":"mf.yh12","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/57f579b3386d74542438bcf898ec813b4b970cd059a4974de874ef2a5a802b00?s=96&d=mm&r=g","0":null,"1":"","2":"","3":"","4":"","5":"","6":"","7":"","8":""},{"term_id":44,"user_id":1,"is_guest":0,"slug":"miralab_admin_0001","display_name":"\u7530\u9644 \u52c7\u78e8","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/a2bc89cdbec54ddbae805d71d9f029784e6e18269cd2ffae68f202b8b80f44df?s=96&d=mm&r=g","0":null,"1":"","2":"","3":"","4":"","5":"","6":"","7":"","8":""}],"_links":{"self":[{"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/posts\/41979","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/comments?post=41979"}],"version-history":[{"count":19,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/posts\/41979\/revisions"}],"predecessor-version":[{"id":44977,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/posts\/41979\/revisions\/44977"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/media\/44976"}],"wp:attachment":[{"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/media?parent=41979"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/categories?post=41979"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/tags?post=41979"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/miralab.co.jp\/media\/wp-json\/wp\/v2\/ppma_author?post=41979"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}