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{"id":11389,"date":"2025-10-01T12:01:00","date_gmt":"2025-10-01T03:01:00","guid":{"rendered":"https:\/\/taskhub.jp\/?post_type=useful&p=11389"},"modified":"2025-09-30T11:05:43","modified_gmt":"2025-09-30T02:05:43","slug":"prompt-engineering-book","status":"publish","type":"useful","link":"https:\/\/taskhub.jp\/?useful=prompt-engineering-book","title":{"rendered":"\u3010\u30ec\u30d9\u30eb\u5225\u3011\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u304a\u3059\u3059\u3081\u672c11\u9078\uff5c\u9078\u3073\u65b9\u304b\u3089\u5b66\u7fd2\u306e\u30b3\u30c4\u307e\u3067\u89e3\u8aac"},"content":{"rendered":"\n

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AI\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u4e8b\u696d\u3092\u5c55\u958b\u3059\u308b\u5f0a\u793e\u304c\u3001\u6700\u65b0\u306e\u52d5\u5411\u3092\u8e0f\u307e\u3048\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

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\u307e\u305a\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u57fa\u672c\u7684\u306a\u77e5\u8b58\u3068\u3001\u305d\u306e\u91cd\u8981\u6027\u306b\u3064\u3044\u3066\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u306a\u305c\u4eca\u3053\u306e\u30b9\u30ad\u30eb\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3001\u3069\u3093\u306a\u4ed5\u4e8b\u3067\u5f79\u7acb\u3064\u306e\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u5b66\u7fd2\u306e\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u3082\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u57fa\u672c\u3068\u91cd\u8981\u6027<\/h3>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\u3001ChatGPT\u306a\u3069\u306e\u751f\u6210AI\u304b\u3089\u3001\u610f\u56f3\u3057\u305f\u901a\u308a\u3001\u3042\u308b\u3044\u306f\u305d\u308c\u4ee5\u4e0a\u306e\u8cea\u306e\u9ad8\u3044\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u5f15\u304d\u51fa\u3059\u305f\u3081\u306b\u3001\u6307\u793a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u8a2d\u8a08\u30fb\u6700\u9069\u5316\u3059\u308b\u6280\u8853\u306e\u3053\u3068\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n

AI\u306f\u975e\u5e38\u306b\u9ad8\u6027\u80fd\u3067\u3059\u304c\u3001\u6307\u793a\u304c\u66d6\u6627\u3060\u3068\u3042\u308a\u304d\u305f\u308a\u306a\u56de\u7b54\u3057\u304b\u8fd4\u3063\u3066\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u4f8b\u3048\u3070\u3001\u300c\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u66f8\u3044\u3066\u300d\u3068\u6307\u793a\u3059\u308b\u3088\u308a\u3082\u3001\u300c\u30bf\u30fc\u30b2\u30c3\u30c8\u8aad\u8005\u300d\u300c\u30ad\u30fc\u30ef\u30fc\u30c9\u300d\u300c\u6587\u4f53\u300d\u300c\u6587\u5b57\u6570\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u6761\u4ef6\u3092\u52a0\u3048\u308b\u3053\u3068\u3067\u3001\u751f\u6210\u3055\u308c\u308b\u6587\u7ae0\u306e\u8cea\u306f\u5287\u7684\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

2025\u5e748\u6708\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u6700\u65b0\u306eGPT-5\u30e2\u30c7\u30eb\u306f\u3001\u8907\u96d1\u306a\u6307\u793a\u3078\u306e\u7406\u89e3\u5ea6\u304c\u3055\u3089\u306b\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8cea\u304cAI\u306e\u6027\u80fd\u3092\u5de6\u53f3\u3059\u308b\u50be\u5411\u306f\u307e\u3059\u307e\u3059\u5f37\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6280\u8853\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u306f\u3001\u3042\u3089\u3086\u308b\u696d\u52d9\u306e\u52b9\u7387\u5316\u3068\u54c1\u8cea\u5411\u4e0a\u306b\u76f4\u7d50\u3059\u308b\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\u3053\u3061\u3089\u306fGoogle Cloud\u304c\u516c\u5f0f\u306b\u89e3\u8aac\u3057\u3066\u3044\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306e\u6982\u8981\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/cloud.google.com\/vertex-ai\/generative-ai\/docs\/learn\/prompts\/introduction-prompt-design?hl=ja<\/a><\/p>\n\n\n\n

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

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4ed5\u4e8b\u5185\u5bb9\u3068\u5fc5\u8981\u306a\u30b9\u30ad\u30eb<\/h3>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001AI\u306e\u80fd\u529b\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u300c\u5bfe\u8a71\u306e\u5c02\u9580\u5bb6\u300d\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n

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\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u3001AI\u306b\u95a2\u3059\u308b\u77e5\u8b58\u306f\u3082\u3061\u308d\u3093\u3001\u7269\u4e8b\u3092\u8ad6\u7406\u7684\u306b\u8003\u3048\u308b\u529b\u3001AI\u306b\u7684\u78ba\u306a\u6307\u793a\u3092\u4f1d\u3048\u308b\u8a00\u8a9e\u5316\u80fd\u529b\u3001\u305d\u3057\u3066\u65b0\u3057\u3044\u30a2\u30a4\u30c7\u30a2\u3092\u751f\u307f\u51fa\u3059\u5275\u9020\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001\u958b\u767a\u3057\u305f\u3044\u5206\u91ce\uff08\u533b\u7642\u3001\u91d1\u878d\u3001\u6cd5\u5f8b\u306a\u3069\uff09\u306e\u5c02\u9580\u77e5\u8b58\u304c\u3042\u308c\u3070\u3001\u3088\u308a\u8cea\u306e\u9ad8\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u5931\u6557\u3057\u306a\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u672c\u306e\u9078\u3073\u65b9<\/h2>\n\n\n\n

\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5b66\u7fd2\u52b9\u679c\u306f\u3001\u6700\u521d\u306e\u672c\u9078\u3073\u3067\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u6570\u3042\u308b\u66f8\u7c4d\u306e\u4e2d\u304b\u3089\u81ea\u5206\u306b\u5408\u3063\u305f\u4e00\u518a\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306e3\u3064\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \n
  1. \u81ea\u5206\u306e\u77e5\u8b58\u30ec\u30d9\u30eb\u306b\u5408\u3063\u305f\u672c\u3092\u9078\u3076<\/li>\n\n\n\n
  2. \u306a\u308b\u3079\u304f\u51fa\u7248\u65e5\u304c\u65b0\u3057\u3044\u6700\u65b0\u60c5\u5831\u306e\u672c\u3092\u9078\u3076<\/li>\n\n\n\n
  3. AI\u5206\u91ce\u3067\u4fe1\u983c\u3067\u304d\u308b\u8457\u8005\u30fb\u76e3\u4fee\u8005\u306e\u672c\u3092\u9078\u3076<\/li>\n<\/ol>\n\n\n\n

    \u3053\u308c\u3089\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u3067\u3001\u8cfc\u5165\u5f8c\u306e\u30df\u30b9\u30de\u30c3\u30c1\u3092\u9632\u304e\u3001\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u3092\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u305d\u308c\u3067\u306f\u30011\u3064\u305a\u3064\u9806\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \u81ea\u5206\u306e\u77e5\u8b58\u30ec\u30d9\u30eb\u306b\u5408\u3063\u305f\u672c\u3092\u9078\u3076<\/h3>\n\n\n\n

    \u6700\u3082\u91cd\u8981\u306a\u306e\u306f\u3001\u73fe\u5728\u306e\u81ea\u5206\u306e\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u306b\u5408\u3063\u305f\u672c\u3092\u9078\u3076\u3053\u3068\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n

    AI\u3084\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u5168\u304f\u306a\u3044\u521d\u5fc3\u8005\u304c\u3001\u3044\u304d\u306a\u308a\u5c02\u9580\u7528\u8a9e\u3060\u3089\u3051\u306e\u4e0a\u7d1a\u8005\u5411\u3051\u306e\u672c\u3092\u8aad\u3093\u3067\u3082\u3001\u5185\u5bb9\u3092\u7406\u89e3\u3067\u304d\u305a\u306b\u632b\u6298\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

    \u307e\u305a\u306f\u300c\u521d\u5fc3\u8005\u5411\u3051\u300d\u300c\u5165\u9580\u300d\u3068\u66f8\u304b\u308c\u305f\u672c\u3067AI\u306e\u57fa\u672c\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u790e\u3092\u5b66\u3073\u3001\u77e5\u8b58\u304c\u8eab\u306b\u3064\u3044\u3066\u304d\u305f\u3089\u4e2d\u7d1a\u8005\u3001\u4e0a\u7d1a\u8005\u5411\u3051\u306e\u672c\u3078\u3068\u30b9\u30c6\u30c3\u30d7\u30a2\u30c3\u30d7\u3057\u3066\u3044\u304f\u306e\u304c\u78ba\u5b9f\u306a\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n

    \u81ea\u5206\u306e\u30ec\u30d9\u30eb\u304c\u308f\u304b\u3089\u306a\u3044\u5834\u5408\u306f\u3001\u66f8\u7c4d\u306e\u76ee\u6b21\u3084\u30b5\u30f3\u30d7\u30eb\u30da\u30fc\u30b8\u3092\u898b\u3066\u3001\u5185\u5bb9\u304c\u7406\u89e3\u3067\u304d\u305d\u3046\u304b\u78ba\u8a8d\u3057\u3066\u304b\u3089\u8cfc\u5165\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \u306a\u308b\u3079\u304f\u51fa\u7248\u65e5\u304c\u65b0\u3057\u3044\u6700\u65b0\u60c5\u5831\u306e\u672c\u3092\u9078\u3076<\/h3>\n\n\n\n

    \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u672c\u3092\u9078\u3076\u969b\u306f\u3001\u5fc5\u305a\u51fa\u7248\u65e5\u3092\u78ba\u8a8d\u3057\u3001\u3067\u304d\u308b\u3060\u3051\u65b0\u3057\u3044\u60c5\u5831\u3092\u6271\u3063\u3066\u3044\u308b\u672c\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/strong><\/p>\n\n\n\n

    AI\u6280\u8853\u306f\u65e5\u9032\u6708\u6b69\u3067\u9032\u5316\u3057\u3066\u304a\u308a\u3001\u7279\u306b\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u9032\u5316\u306f\u975e\u5e38\u306b\u901f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

    \u6570\u30f6\u6708\u524d\u306b\u4e3b\u6d41\u3060\u3063\u305f\u30c6\u30af\u30cb\u30c3\u30af\u304c\u3001\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u306e\u767b\u5834\u306b\u3088\u3063\u3066\u53e4\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

    \u4f8b\u3048\u3070\u3001\u6700\u65b0\u306eGPT-5\u306b\u95a2\u3059\u308b\u60c5\u5831\u3084\u30c6\u30af\u30cb\u30c3\u30af\u306f\u3001\u5f53\u7136\u306a\u304c\u30892024\u5e74\u306b\u51fa\u7248\u3055\u308c\u305f\u672c\u306b\u306f\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

    \u6700\u65b0\u306e\u6280\u8853\u30c8\u30ec\u30f3\u30c9\u3084\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\u3057\u305f\u77e5\u8b58\u3092\u5b66\u3076\u3053\u3068\u304c\u3001\u5b9f\u8df5\u3067\u5f79\u7acb\u3064\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u308b\u305f\u3081\u306e\u8fd1\u9053\u3067\u3059\u3002<\/p>\n\n\n\n

    AI\u5206\u91ce\u3067\u4fe1\u983c\u3067\u304d\u308b\u8457\u8005\u30fb\u76e3\u4fee\u8005\u306e\u672c\u3092\u9078\u3076<\/h3>\n\n\n\n

    \u672c\u306e\u4fe1\u983c\u6027\u3092\u5224\u65ad\u3059\u308b\u4e0a\u3067\u3001\u8457\u8005\u3084\u76e3\u4fee\u8005\u306e\u7d4c\u6b74\u306f\u91cd\u8981\u306a\u6307\u6a19\u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n

    AI\u7814\u7a76\u306e\u7b2c\u4e00\u4eba\u8005\u3001\u6709\u540d\u4f01\u696d\u3067\u6d3b\u8e8d\u3059\u308b\u73fe\u5f79\u306eAI\u30a8\u30f3\u30b8\u30cb\u30a2\u3001AI\u95a2\u9023\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u7a4d\u6975\u7684\u306b\u60c5\u5831\u767a\u4fe1\u3057\u3066\u3044\u308b\u4eba\u7269\u306a\u3069\u304c\u57f7\u7b46\u3057\u305f\u672c\u306f\u3001\u4fe1\u983c\u6027\u304c\u9ad8\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

    \u8457\u8005\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3084\u904e\u53bb\u306e\u5b9f\u7e3e\u3001SNS\u3067\u306e\u767a\u4fe1\u5185\u5bb9\u306a\u3069\u3092\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

    \u307e\u305f\u3001\u5b9f\u969b\u306b\u305d\u306e\u672c\u3092\u8aad\u3093\u3060\u4eba\u306e\u30ec\u30d3\u30e5\u30fc\u3084\u8a55\u4fa1\u3092\u53c2\u8003\u306b\u3059\u308b\u3053\u3068\u3082\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n

    \u4fe1\u983c\u3067\u304d\u308b\u60c5\u5831\u6e90\u304b\u3089\u5b66\u3076\u3053\u3068\u3067\u3001\u9593\u9055\u3063\u305f\u77e5\u8b58\u3092\u8eab\u306b\u3064\u3051\u308b\u30ea\u30b9\u30af\u3092\u6e1b\u3089\u3057\u3001\u78ba\u304b\u306a\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u3010\u30ec\u30d9\u30eb\u5225\u3011\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u304a\u3059\u3059\u3081\u672c11\u9078<\/h2>\n\n\n\n

    \u3053\u3053\u304b\u3089\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u304a\u3059\u3059\u3081\u672c\u3092\u3001\u521d\u5fc3\u8005\u30fb\u4e2d\u7d1a\u8005\u30fb\u4e0a\u7d1a\u8005\u306e3\u3064\u306e\u30ec\u30d9\u30eb\u306b\u5206\u3051\u3066\u5408\u8a0811\u518a\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u81ea\u5206\u306e\u30ec\u30d9\u30eb\u306b\u5408\u3063\u305f\u30ab\u30c6\u30b4\u30ea\u304b\u3089\u3001\u6c17\u306b\u306a\u308b\u4e00\u518a\u3092\u898b\u3064\u3051\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

    \u3010\u521d\u5fc3\u8005\u5411\u3051\u3011AI\u306e\u57fa\u790e\u304b\u3089\u5b66\u3079\u308b\u5165\u9580\u66f84\u9078<\/h3>\n\n\n\n

    \u307e\u305a\u306f\u3001AI\u306e\u77e5\u8b58\u304c\u5168\u304f\u306a\u3044\u65b9\u3084\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3044\u3046\u8a00\u8449\u3092\u521d\u3081\u3066\u805e\u3044\u305f\u65b9\u5411\u3051\u306e\u5165\u9580\u66f8\u3067\u3059\u3002\u5c02\u9580\u7528\u8a9e\u304c\u5c11\u306a\u304f\u3001\u56f3\u89e3\u306a\u3069\u3092\u591a\u7528\u3057\u305f\u5206\u304b\u308a\u3084\u3059\u3044\u89e3\u8aac\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n

      \n
    1. \u300e\u3044\u3061\u3070\u3093\u3084\u3055\u3057\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6559\u672c\u300fAI\u3068\u306f\u4f55\u304b\u3001\u3068\u3044\u3046\u57fa\u672c\u7684\u306a\u5185\u5bb9\u304b\u3089\u3001ChatGPT\u306e\u5177\u4f53\u7684\u306a\u64cd\u4f5c\u65b9\u6cd5\u3001\u7c21\u5358\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4f5c\u308a\u65b9\u307e\u3067\u3092\u4e01\u5be7\u306b\u89e3\u8aac\u3002\u5bfe\u8a71\u5f62\u5f0f\u3067\u8aad\u307f\u9032\u3081\u3084\u3059\u304f\u3001\u6700\u521d\u306e\u4e00\u518a\u306b\u6700\u9069\u3067\u3059\u3002<\/li>\n\n\n\n
    2. \u300e\u6587\u7cfb\u3067\u3082\u308f\u304b\u308b\uff01ChatGPT\u8d85\u5165\u9580\u300f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u304c\u4e0d\u8981\u3067\u3001\u65e5\u5e38\u696d\u52d9\u3084\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u3067ChatGPT\u3092\u3069\u3046\u6d3b\u7528\u3059\u308b\u304b\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u4e00\u518a\u3002\u3059\u3050\u306b\u4f7f\u3048\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u8c4a\u5bcc\u306b\u63b2\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n
    3. \u300e\u56f3\u89e3\u307e\u308b\u308f\u304b\u308a \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u3057\u304f\u307f\u300f\u30d7\u30ed\u30f3\u30d7\u30c8\u304cAI\u306e\u5185\u90e8\u3067\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3055\u308c\u3001\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306b\u7e4b\u304c\u308b\u306e\u304b\u3092\u8c4a\u5bcc\u306a\u30a4\u30e9\u30b9\u30c8\u3067\u89e3\u8aac\u3002AI\u306e\u300c\u8003\u3048\u65b9\u300d\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u8cea\u306e\u9ad8\u3044\u6307\u793a\u304c\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n
    4. \u300e\u3053\u306e\u4e00\u518a\u3067\u5168\u90e8\u308f\u304b\u308b ChatGPT & Copilot\u306e\u6559\u79d1\u66f8\u300fChatGPT\u3060\u3051\u3067\u306a\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u30b7\u30fc\u30f3\u3067\u6d3b\u7528\u304c\u5e83\u304c\u308bMicrosoft Copilot\u306e\u4f7f\u3044\u65b9\u3082\u540c\u6642\u306b\u5b66\u3079\u308b\u5b9f\u8df5\u7684\u306a\u5165\u9580\u66f8\u3002\u696d\u52d9\u52b9\u7387\u5316\u306e\u5177\u4f53\u7684\u306a\u30a2\u30a4\u30c7\u30a2\u304c\u6e80\u8f09\u3067\u3059\u3002<\/li>\n<\/ol>\n\n\n\n

      \u3010\u4e2d\u7d1a\u8005\u5411\u3051\u3011\u5b9f\u8df5\u7684\u306a\u30b9\u30ad\u30eb\u304c\u8eab\u306b\u3064\u304f\u5fdc\u7528\u66f84\u9078<\/h3>\n\n\n\n

      AI\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3092\u7406\u89e3\u3057\u3001\u3055\u3089\u306b\u4e00\u6b69\u9032\u3093\u3060\u30c6\u30af\u30cb\u30c3\u30af\u3092\u5b66\u3073\u305f\u3044\u65b9\u5411\u3051\u306e\u5fdc\u7528\u66f8\u3067\u3059\u3002\u3088\u308a\u8907\u96d1\u306a\u6307\u793a\u306e\u51fa\u3057\u65b9\u3084\u3001\u7279\u5b9a\u306e\u76ee\u7684\u306b\u7279\u5316\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a2d\u8a08\u65b9\u6cd5\u3092\u5b66\u3079\u307e\u3059\u3002<\/p>\n\n\n\n

        \n
      1. \u300e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u3053\u306a\u3059\u305f\u3081\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6559\u79d1\u66f8\u300fZero-shot\u3084Few-shot\u3001ReAct\u3068\u3044\u3063\u305f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u4ee3\u8868\u7684\u306a\u30c6\u30af\u30cb\u30c3\u30af\u3092\u4f53\u7cfb\u7684\u306b\u89e3\u8aac\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u958b\u767a\u8005\u5bc4\u308a\u306e\u5185\u5bb9\u3082\u542b\u307e\u308c\u3001\u6280\u8853\u7684\u306a\u7406\u89e3\u3092\u6df1\u3081\u305f\u3044\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/li>\n\n\n\n
      2. \u300e\u5bfe\u8a71\u578bAI\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30c7\u30b6\u30a4\u30f3\u300f\u5358\u767a\u306e\u6307\u793a\u3067\u306f\u306a\u304f\u3001AI\u3068\u306e\u5bfe\u8a71\u3092\u7d9a\u3051\u306a\u304c\u3089\u7cbe\u5ea6\u3092\u9ad8\u3081\u3066\u3044\u304f\u305f\u3081\u306e\u30c6\u30af\u30cb\u30c3\u30af\u306b\u7279\u5316\u3057\u305f\u4e00\u518a\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u3084\u3001\u8907\u96d1\u306a\u30ea\u30b5\u30fc\u30c1\u696d\u52d9\u306b\u5f79\u7acb\u3064\u77e5\u898b\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/li>\n\n\n\n
      3. \u300ePython\u3067\u5b66\u3076 \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300fPython\u3092\u4f7f\u3063\u3066API\u7d4c\u7531\u3067AI\u3092\u64cd\u4f5c\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u81ea\u52d5\u751f\u6210\u30fb\u6700\u9069\u5316\u3059\u308b\u65b9\u6cd5\u3092\u89e3\u8aac\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u3092\u6d3b\u304b\u3057\u3066\u3001\u3088\u308a\u9ad8\u5ea6\u306aAI\u6d3b\u7528\u3092\u76ee\u6307\u3059\u65b9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n
      4. \u300e\u696d\u754c\u5225 \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u5b9f\u8df5\u30ac\u30a4\u30c9\u300f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u91d1\u878d\u3001\u533b\u7642\u306a\u3069\u3001\u7279\u5b9a\u306e\u696d\u754c\u306b\u7279\u5316\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4e8b\u4f8b\u3092\u6570\u591a\u304f\u7d39\u4ecb\u3002\u81ea\u5206\u306e\u696d\u52d9\u5206\u91ce\u3067AI\u3092\u3069\u3046\u6d3b\u7528\u3067\u304d\u308b\u304b\u3001\u5177\u4f53\u7684\u306a\u30d2\u30f3\u30c8\u304c\u898b\u3064\u304b\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n

        \u3010\u4e0a\u7d1a\u8005\u5411\u3051\u3011\u3088\u308a\u5c02\u9580\u77e5\u8b58\u3092\u6df1\u3081\u308b\u305f\u3081\u306e3\u9078<\/h3>\n\n\n\n

        \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u4ed5\u4e8b\u306b\u3057\u3066\u304a\u308a\u3001\u5e38\u306b\u6700\u5148\u7aef\u306e\u77e5\u8b58\u3092\u8ffd\u6c42\u3057\u305f\u3044\u5c02\u9580\u5bb6\u5411\u3051\u306e\u66f8\u7c4d\u3067\u3059\u3002LLM\u306e\u8ad6\u6587\u89e3\u8aac\u3084\u3001\u30e2\u30c7\u30eb\u306e\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u3001\u9ad8\u5ea6\u306a\u5185\u5bb9\u3092\u6271\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

          \n
        1. \u300eLLM\u8ad6\u6587\u5927\u5168 -\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6700\u524d\u7dda-\u300f\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u95a2\u3059\u308b\u91cd\u8981\u306a\u8ad6\u6587\u3092\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u3001\u305d\u306e\u5185\u5bb9\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u6700\u65b0\u306e\u7814\u7a76\u52d5\u5411\u3092\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u3057\u3001\u7406\u8ad6\u7684\u80cc\u666f\u3092\u6df1\u304f\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u5fc5\u8aad\u66f8\u3067\u3059\u3002<\/li>\n\n\n\n
        2. \u300e\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068LLM\u306e\u6570\u7406\u300f\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u3001\u6570\u5f0f\u30ec\u30d9\u30eb\u3067\u89e3\u8aac\u3059\u308b\u6280\u8853\u66f8\u3002\u30e2\u30c7\u30eb\u306e\u6319\u52d5\u3092\u6839\u672c\u304b\u3089\u7406\u89e3\u3057\u3001\u3088\u308a\u7cbe\u5bc6\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3092\u76ee\u6307\u3059\u7814\u7a76\u8005\u30fb\u958b\u767a\u8005\u5411\u3051\u3067\u3059\u3002<\/li>\n\n\n\n
        3. \u300eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u3059\u3079\u3066 -\u81ea\u5f8b\u578bAI\u306e\u305f\u3081\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08-\u300f\u8907\u6570\u306eAI\u3092\u9023\u643a\u3055\u305b\u3066\u81ea\u5f8b\u7684\u306b\u30bf\u30b9\u30af\u3092\u9042\u884c\u3055\u305b\u308b\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u306e\u69cb\u7bc9\u624b\u6cd5\u3092\u89e3\u8aac\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6b21\u306e\u30b9\u30c6\u30fc\u30b8\u3068\u3082\u8a00\u3048\u308b\u3001\u6700\u5148\u7aef\u306e\u6280\u8853\u3092\u5b66\u3079\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n

          \u3053\u3061\u3089\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6280\u8853\u3084\u5fdc\u7528\u306b\u3064\u3044\u3066\u4f53\u7cfb\u7684\u306b\u8abf\u67fb\u3057\u305f\u8ad6\u6587\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/www.semanticscholar.org\/paper\/A-Systematic-Survey-of-Prompt-Engineering-in-Large-Sahoo-Singh\/31d2ccff82e313eb5c1620c44bb8322da4a38513<\/a><\/p>\n\n\n\n

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

          \u8cfc\u5165\u3057\u305f\u672c\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u52b9\u679c\u7684\u306a\u5b66\u7fd2\u65b9\u6cd5<\/h2>\n\n\n\n

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            \n
          1. \u672c\u3092\u8aad\u3093\u3060\u3089\u3001\u5fc5\u305a\u5b9f\u969b\u306bAI\u3092\u52d5\u304b\u3057\u3066\u307f\u308b<\/li>\n\n\n\n
          2. \u5b66\u3093\u3060\u77e5\u8b58\u3092\u81ea\u5206\u306a\u308a\u306b\u5fdc\u7528\u30fb\u6539\u5584\u3057\u3066\u307f\u308b<\/li>\n\n\n\n
          3. \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u52c9\u5f37\u4f1a\u306b\u53c2\u52a0\u3057\u3066\u60c5\u5831\u4ea4\u63db\u3059\u308b<\/li>\n<\/ol>\n\n\n\n

            \u3053\u308c\u3089\u306e\u65b9\u6cd5\u3092\u5b9f\u8df5\u3059\u308b\u3053\u3068\u3067\u3001\u5b66\u7fd2\u52b9\u7387\u3092\u98db\u8e8d\u7684\u306b\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

            \u305d\u308c\u3067\u306f\u30011\u3064\u305a\u3064\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

            \u672c\u3092\u8aad\u3093\u3060\u3089\u3001\u5fc5\u305a\u5b9f\u969b\u306bAI\u3092\u52d5\u304b\u3057\u3066\u307f\u308b<\/h3>\n\n\n\n

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            \u540c\u3058\u76ee\u6a19\u3092\u6301\u3064\u4ef2\u9593\u3068\u7e4b\u304c\u308b\u3053\u3068\u3067\u3001\u5b66\u7fd2\u306e\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u7dad\u6301\u306b\u3082\u7e4b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

            \u672c\u4ee5\u5916\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u5b66\u3076\u65b9\u6cd5<\/h2>\n\n\n\n

            \u66f8\u7c4d\u3067\u306e\u5b66\u7fd2\u306f\u57fa\u790e\u3092\u56fa\u3081\u308b\u4e0a\u3067\u975e\u5e38\u306b\u6709\u52b9\u3067\u3059\u304c\u3001\u305d\u308c\u4ee5\u5916\u306b\u3082\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u5b66\u3076\u65b9\u6cd5\u306f\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a2\u3064\u306e\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

            Web\u30b5\u30a4\u30c8\u3067\u5b66\u7fd2\u3059\u308b\uff08Prompt Engineering Guide\u306a\u3069\uff09<\/h3>\n\n\n\n

            \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306b\u306f\u8cea\u306e\u9ad8\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u60c5\u5831\u304c\u591a\u304f\u3042\u308a\u3001\u5b9a\u671f\u7684\u306b\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3053\u3068\u3067\u77e5\u8b58\u3092\u66f4\u65b0\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n

            \u7279\u306b\u6709\u540d\u306a\u306e\u304c\u300cPrompt Engineering Guide\u300d\u3067\u3059\u3002<\/p>\n\n\n\n

            \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u790e\u304b\u3089\u5fdc\u7528\u30c6\u30af\u30cb\u30c3\u30af\u307e\u3067\u304c\u4f53\u7cfb\u7684\u306b\u307e\u3068\u3081\u3089\u308c\u3066\u304a\u308a\u3001\u4e16\u754c\u4e2d\u306e\u591a\u304f\u306e\u5b66\u7fd2\u8005\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65e5\u672c\u8a9e\u7248\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u82f1\u8a9e\u304c\u82e6\u624b\u306a\u65b9\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5b66\u3079\u307e\u3059\u3002<\/p>\n\n\n\n

            \u305d\u306e\u4ed6\u306b\u3082\u3001OpenAI\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u3001AI\u95a2\u9023\u4f01\u696d\u306e\u6280\u8853\u30d6\u30ed\u30b0\u306a\u3069\u3082\u3001\u6700\u65b0\u306e\u60c5\u5831\u3092\u5f97\u308b\u4e0a\u3067\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n

            \u3053\u3061\u3089\u306fGoogle\u304c\u958b\u767a\u8005\u5411\u3051\u306b\u516c\u958b\u3057\u3066\u3044\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u6226\u7565\u306e\u516c\u5f0f\u30ac\u30a4\u30c9\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/ai.google.dev\/gemini-api\/docs\/prompting-strategies?hl=ja<\/a><\/p>\n\n\n\n

            \u30b9\u30af\u30fc\u30eb\u3067\u4f53\u7cfb\u7684\u306b\u5b66\u3076<\/h3>\n\n\n\n

            \u72ec\u5b66\u3067\u306e\u5b66\u7fd2\u306b\u4e0d\u5b89\u304c\u3042\u308b\u65b9\u3084\u3001\u77ed\u671f\u9593\u3067\u96c6\u4e2d\u7684\u306b\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3057\u305f\u3044\u65b9\u306b\u306f\u3001\u5c02\u9580\u306e\u30b9\u30af\u30fc\u30eb\u3067\u5b66\u3076\u3068\u3044\u3046\u9078\u629e\u80a2\u3082\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n

            \u30b9\u30af\u30fc\u30eb\u306e\u5229\u70b9\u306f\u3001\u5c02\u9580\u5bb6\u306e\u8b1b\u5e2b\u304b\u3089\u76f4\u63a5\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3089\u3044\u306a\u304c\u3089\u3001\u4f53\u7cfb\u7684\u306b\u7d44\u307e\u308c\u305f\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u306b\u6cbf\u3063\u3066\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u3067\u304d\u308b\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n

            \u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u5b8c\u7d50\u3059\u308b\u30b3\u30fc\u30b9\u3082\u591a\u304f\u3001\u81ea\u5206\u306e\u30da\u30fc\u30b9\u3067\u5b66\u7fd2\u3092\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

            \u8cbb\u7528\u306f\u304b\u304b\u308a\u307e\u3059\u304c\u3001\u30d7\u30ed\u306e\u6307\u5c0e\u306e\u3082\u3068\u3067\u78ba\u5b9f\u306a\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u65b9\u306b\u3068\u3063\u3066\u306f\u3001\u4fa1\u5024\u306e\u3042\u308b\u6295\u8cc7\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

            \u3044\u304f\u3064\u304b\u306e\u30b9\u30af\u30fc\u30eb\u306e\u7121\u6599\u76f8\u8ac7\u306a\u3069\u3092\u5229\u7528\u3057\u3066\u3001\u81ea\u5206\u306b\u5408\u3063\u305f\u30b3\u30fc\u30b9\u3092\u63a2\u3057\u3066\u307f\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n

            \u3053\u3061\u3089\u306f\u30a4\u30ea\u30ce\u30a4\u5de5\u79d1\u5927\u5b66\u306b\u3088\u308bAI\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u30ad\u30e3\u30ea\u30a2\u30ac\u30a4\u30c9\u3067\u3059\u3002\u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 https:\/\/www.iit.edu\/blog\/unlock-career-opportunities-ai-how-become-ai-prompt-engineer<\/a><\/p>\n\n\n\n

            \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u672c\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n

            \u6700\u5f8c\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u672c\u306b\u95a2\u3057\u3066\u591a\u304f\u306e\u4eba\u304c\u62b1\u304f\u7591\u554f\u306b\u3064\u3044\u3066\u304a\u7b54\u3048\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

            \u3069\u306e\u672c\u304b\u3089\u8aad\u3081\u3070\u3044\u3044\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n

            \u3082\u3057\u3042\u306a\u305f\u304cAI\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3064\u3044\u3066\u307b\u3068\u3093\u3069\u77e5\u8b58\u304c\u306a\u3044\u306e\u3067\u3042\u308c\u3070\u3001\u3053\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u300c\u521d\u5fc3\u8005\u5411\u3051\u300d\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u3042\u308b\u672c\u304b\u3089\u9078\u3076\u3053\u3068\u3092\u5f37\u304f\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n

            \u7279\u306b\u300e\u3044\u3061\u3070\u3093\u3084\u3055\u3057\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6559\u672c\u300f\u306e\u3088\u3046\u306a\u3001\u56f3\u89e3\u304c\u591a\u304f\u3066\u5206\u304b\u308a\u3084\u3059\u3044\u5165\u9580\u66f8\u304b\u3089\u59cb\u3081\u308b\u306e\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

            \u81ea\u5206\u306e\u30ec\u30d9\u30eb\u306b\u5408\u308f\u306a\u3044\u672c\u3092\u9078\u3076\u3068\u5b66\u7fd2\u52b9\u7387\u304c\u843d\u3061\u3066\u3057\u307e\u3046\u305f\u3081\u3001\u307e\u305a\u306f\u57fa\u790e\u3092\u56fa\u3081\u308b\u3053\u3068\u3092\u6700\u512a\u5148\u306b\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

            \u672c\u306b\u66f8\u3044\u3066\u3042\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u305d\u306e\u307e\u307e\u4f7f\u3048\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n

            \u672c\u306b\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u512a\u308c\u305f\u51fa\u767a\u70b9\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u305d\u306e\u307e\u307e\u4f7f\u3046\u3060\u3051\u3067\u306f\u6700\u9069\u306a\u7d50\u679c\u306f\u5f97\u3089\u308c\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n

            AI\u306e\u30e2\u30c7\u30eb\u306f\u65e5\u3005\u66f4\u65b0\u3055\u308c\u307e\u3059\u3057\u3001\u3042\u306a\u305f\u306e\u76ee\u7684\u3084\u72b6\u6cc1\u306b\u5408\u308f\u305b\u3066\u5185\u5bb9\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

            \u672c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3042\u304f\u307e\u3067\u300c\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300d\u3084\u300c\u304a\u624b\u672c\u300d\u3068\u6349\u3048\u3001\u305d\u308c\u3092\u57fa\u306b\u81ea\u5206\u306e\u8a00\u8449\u3067\u6761\u4ef6\u3092\u8ffd\u52a0\u3057\u305f\u308a\u3001\u4e0d\u8981\u306a\u90e8\u5206\u3092\u524a\u3063\u305f\u308a\u3057\u3066\u3001\u6539\u5584\u3092\u52a0\u3048\u3066\u3044\u304f\u610f\u8b58\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

            \u6700\u65b0\u60c5\u5831\u3092\u5f97\u308b\u305f\u3081\u306b\u82f1\u8a9e\u306e\u672c\u3082\u8aad\u3080\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n

            \u6700\u5148\u7aef\u306e\u60c5\u5831\u3092\u8ffd\u3044\u6c42\u3081\u305f\u3044\u4e0a\u7d1a\u8005\u3084\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3067\u3042\u308c\u3070\u3001\u82f1\u8a9e\u306e\u66f8\u7c4d\u3084\u8ad6\u6587\u3092\u8aad\u3080\u3053\u3068\u306f\u975e\u5e38\u306b\u6709\u76ca\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n

            AI\u306b\u95a2\u3059\u308b\u6700\u65b0\u306e\u7814\u7a76\u6210\u679c\u3084\u6280\u8853\u60c5\u5831\u306f\u3001\u307e\u305a\u82f1\u8a9e\u3067\u767a\u8868\u3055\u308c\u308b\u3053\u3068\u304c\u307b\u3068\u3093\u3069\u3060\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n

            \u3057\u304b\u3057\u3001\u521d\u5fc3\u8005\u3084\u4e2d\u7d1a\u8005\u306e\u6bb5\u968e\u3067\u306f\u3001\u7121\u7406\u306b\u82f1\u8a9e\u306e\u6587\u732e\u306b\u624b\u3092\u51fa\u3059\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

            \u307e\u305a\u306f\u65e5\u672c\u8a9e\u306e\u66f8\u7c4d\u3084Web\u30b5\u30a4\u30c8\u3067\u57fa\u790e\u3092\u3057\u3063\u304b\u308a\u56fa\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002\u65e5\u672c\u8a9e\u3067\u3082\u8cea\u306e\u9ad8\u3044\u60c5\u5831\u306f\u5341\u5206\u306b\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

            \u3042\u306a\u305f\u306e\u5b66\u7fd2\u306f\u7121\u99c4\u306b\u306a\u308b\uff1f\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3067\u300c\u30b9\u30ad\u30eb\u304c\u8eab\u306b\u3064\u304f\u4eba\u300d\u3068\u300c\u632b\u6298\u3059\u308b\u4eba\u300d\u306e\u6c7a\u5b9a\u7684\u9055\u3044<\/h2>\n\n\n\n

            \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u672c\u3092\u610f\u6c17\u8fbc\u3093\u3067\u8cb7\u3063\u3066\u307f\u305f\u3082\u306e\u306e\u3001\u8aad\u307f\u7d42\u3048\u3066\u3082\u300c\u3044\u307e\u3044\u3061\u4f7f\u3044\u3053\u306a\u305b\u306a\u3044\u2026\u300d\u3068\u611f\u3058\u3066\u3044\u307e\u305b\u3093\u304b\uff1f\u5b9f\u306f\u3001\u672c\u306e\u9078\u3073\u65b9\u3084\u8aad\u307f\u65b9\u6b21\u7b2c\u3067\u3001\u5b66\u7fd2\u52b9\u679c\u306f\u5929\u3068\u5730\u307b\u3069\u5909\u308f\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

            \u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u5927\u5b66\u306e\u3042\u308b\u7814\u7a76\u304c\u3001\u305d\u306e\u5371\u967a\u306a\u843d\u3068\u3057\u7a74\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u5fc3\u914d\u306f\u3044\u308a\u307e\u305b\u3093\u3002AI\u306e\u30c8\u30c3\u30d7\u30e9\u30f3\u30ca\u30fc\u305f\u3061\u306f\u3001\u5358\u306a\u308b\u77e5\u8b58\u306e\u30a4\u30f3\u30d7\u30c3\u30c8\u3067\u306f\u306a\u304f\u3001AI\u3092\u300c\u601d\u8003\u3092\u935b\u3048\u308b\u30b8\u30e0\u300d\u3068\u3057\u3066\u6d3b\u7528\u3057\u3001\u5b9f\u8df5\u7684\u306a\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u300c\u632b\u6298\u3059\u308b\u4eba\u300d\u306e\u5b66\u7fd2\u6cd5\u3068\u300c\u30b9\u30ad\u30eb\u304c\u8eab\u306b\u3064\u304f\u4eba\u300d\u306e\u5b9f\u8df5\u30c6\u30af\u30cb\u30c3\u30af\u3092\u3001\u6700\u65b0\u306e\u7814\u7a76\u77e5\u898b\u3092\u4ea4\u3048\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

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