{"id":17058,"date":"2026-08-13T12:44:01","date_gmt":"2026-08-13T03:44:01","guid":{"rendered":"https:\/\/mirai-works.co.jp\/business-pro\/?p=17058"},"modified":"2026-08-13T12:44:01","modified_gmt":"2026-08-13T03:44:01","slug":"azure-openai-service%e3%81%ae%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e8%a8%ad%e8%a8%88%e3%82%ac%e3%82%a4%e3%83%89%ef%bd%9c%e6%9b%b8%e3%81%8d%e6%96%b9%e3%83%bb%e6%a5%ad%e5%8b%99%e3%83%86%e3%83%b3","status":"publish","type":"post","link":"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/azure-openai-service-prompt\/","title":{"rendered":"Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u30ac\u30a4\u30c9\uff5c\u66f8\u304d\u65b9\u30fb\u696d\u52d9\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30fb\u8a55\u4fa1\u65b9\u6cd5\u3092\u89e3\u8aac"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/222.png\" alt=\"\" width=\"1672\" height=\"941\" class=\"aligncenter size-full wp-image-17153\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/222.png 1672w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/222-300x169.png 300w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/222-1024x576.png 1024w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/222-768x432.png 768w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2026\/08\/222-1536x864.png 1536w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><\/p>\n<p>Azure OpenAI Service\u3092\u5c0e\u5165\u3057\u3066\u3082\u3001\u540c\u3058\u30e2\u30c7\u30eb\u3092\u4f7f\u3048\u3070\u81ea\u52d5\u7684\u306b\u696d\u52d9\u306b\u9069\u3057\u305f\u56de\u7b54\u304c\u5f97\u3089\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u696d\u52d9\u30a2\u30d7\u30ea\u3068\u3057\u3066\u5b89\u5b9a\u3057\u3066\u4f7f\u3046\u306b\u306f\u3001\u5229\u7528\u8005\u304c\u5165\u529b\u3059\u308b\u8cea\u554f\u6587\u3060\u3051\u3067\u306a\u304f\u3001\u30a2\u30d7\u30ea\u5074\u306e\u56fa\u5b9a\u6307\u793a\u3001\u53c2\u7167\u60c5\u5831\u3001\u51fa\u529b\u5f62\u5f0f\u3001\u8a55\u4fa1\u65b9\u6cd5\u307e\u3067\u542b\u3081\u3066\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u300c\u5f79\u5272\u3092\u4e0e\u3048\u308b\u300d\u300c\u5177\u4f53\u7684\u306b\u66f8\u304f\u300d\u300c\u601d\u8003\u624b\u9806\u3092\u7d30\u304b\u304f\u6307\u5b9a\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u5f93\u6765\u578b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30af\u30cb\u30c3\u30af\u3092\u3001\u3059\u3079\u3066\u306e\u30e2\u30c7\u30eb\u3078\u6a5f\u68b0\u7684\u306b\u5f53\u3066\u306f\u3081\u308b\u306e\u3082\u9069\u5207\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Microsoft\u306e\u73fe\u884c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u4e00\u822c\u7684\u306a\u5f93\u6765\u578b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u624b\u6cd5\u306fGPT-5\u30b7\u30ea\u30fc\u30ba\u3084o-series\u306a\u3069\u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u306b\u306f\u63a8\u5968\u3055\u308c\u306a\u3044\u3068\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u91cd\u8981\u306a\u306e\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5358\u306a\u308b\u300c\u8cea\u554f\u6587\u300d\u3067\u306f\u306a\u304f\u3001<span class=\"q_underline q_underline1\"><strong>\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u632f\u308b\u821e\u3044\u3092\u6c7a\u3081\u308b\u4ed5\u69d8\u306e\u4e00\u90e8<\/strong><\/span>\u3068\u3057\u3066\u6271\u3046\u3053\u3068\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u672c\u304b\u3089\u3001RAG\u30fbStructured Outputs\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306e\u4f7f\u3044\u5206\u3051\u3001\u30e2\u30c7\u30eb\u5225\u306e\u8a2d\u8a08\u3001\u696d\u52d9\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3001\u8a55\u4fa1\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u672c\u756a\u904b\u7528\u307e\u3067\u4e00\u7d9a\u304d\u3067\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<p>\u6700\u7d42\u7684\u306a\u30b4\u30fc\u30eb\u306f\u3001\u4e00\u5ea6\u3060\u3051\u826f\u3044\u56de\u7b54\u3092\u51fa\u3059\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u8907\u6570\u306e\u5229\u7528\u8005\u3001\u8907\u6570\u306e\u5165\u529b\u3001\u30e2\u30c7\u30eb\u5909\u66f4\u5f8c\u3067\u3082\u3001\u4e00\u5b9a\u306e\u54c1\u8cea\u3092\u518d\u73fe\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<div style=\"background: #F1F1F1; padding: 15px; border: 4px inset #787878; border-radius: 10px; word-break: break-all;\">\n\u25a0\u76ee\u6b21<\/p>\n<ol>\n<li><a href=\"#A\"><span style=\"color: #3366ff; text-decoration: underline;\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\uff5c\u30a2\u30d7\u30ea\u306e\u632f\u308b\u821e\u3044\u3092\u6c7a\u3081\u308b\u6307\u793a\u60c5\u5831<\/span><\/a><\/li>\n<li><a href=\"#B\"><span style=\"color: #3366ff; text-decoration: underline;\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3068ChatGPT\u30fbRAG\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044<\/span><\/a><\/li>\n<li><a href=\"#C\"><span style=\"color: #3366ff; text-decoration: underline;\">Azure OpenAI Service\u3067\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u672c\u8a2d\u8a08<\/span><\/a><\/li>\n<li><a href=\"#D\"><span style=\"color: #3366ff; text-decoration: underline;\">GPT-5\u30b7\u30ea\u30fc\u30ba\u30fbo-series\u3092\u542b\u3080Azure OpenAI Service\u306e\u30e2\u30c7\u30eb\u5225\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08<\/span><\/a><\/li>\n<li><a href=\"#E\"><span style=\"color: #3366ff; text-decoration: underline;\">Azure OpenAI Service\u306e\u696d\u52d9\u5225\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c84\u9078<\/span><\/a><\/li>\n<li><a href=\"#F\"><span style=\"color: #3366ff; text-decoration: underline;\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u672c\u756a\u904b\u7528\u3078\u79fb\u3059\u305f\u3081\u306e\u7ba1\u7406\u30fb\u30b3\u30b9\u30c8\u6700\u9069\u5316<\/span><\/a><\/li>\n<li><a href=\"#G\"><span style=\"color: #3366ff; text-decoration: underline;\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3067\u8d77\u304d\u308b\u5931\u6557\u8981\u56e0\u3068\u5bfe\u7b56<\/span><\/a><\/li>\n<li><a href=\"#H\"><span style=\"color: #3366ff; text-decoration: underline;\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u696d\u52d9\u3078\u7d44\u307f\u8fbc\u30805\u30b9\u30c6\u30c3\u30d7<\/span><\/a><\/li>\n<li><a href=\"#I\"><span style=\"color: #3366ff; text-decoration: underline;\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u6d3b\u7528\u4e8b\u4f8b<\/span><\/a><\/li>\n<li><a href=\"#J\"><span style=\"color: #3366ff; text-decoration: underline;\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u6539\u5584\u7bc4\u56f2\u3092\u5224\u65ad\u3059\u308b\u57fa\u6e96<\/span><\/a><\/li>\n<li><a href=\"#K\"><span style=\"color: #3366ff; text-decoration: underline;\">AI\u5c0e\u5165\u652f\u63f4\u306f\u300c\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u300d\u3078\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044<\/span><\/a><\/li>\n<li><a href=\"#L\"><span style=\"color: #3366ff; text-decoration: underline;\">\u307e\u3068\u3081<\/span><\/a><\/li>\n<\/ol>\n<\/div>\n<p><a id=\"banner_jirei_ai_1_top\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/ai_success\/\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-12316\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/06\/AI\u30d0\u30ca\u30fc.png\" alt=\"\" width=\"1200\" height=\"360\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/06\/AI\u30d0\u30ca\u30fc.png 1200w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/06\/AI\u30d0\u30ca\u30fc-300x90.png 300w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/06\/AI\u30d0\u30ca\u30fc-1024x307.png 1024w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/06\/AI\u30d0\u30ca\u30fc-768x230.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/a><\/p>\n<h2 id=\"A\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\uff5c\u30a2\u30d7\u30ea\u306e\u632f\u308b\u821e\u3044\u3092\u6c7a\u3081\u308b\u6307\u793a\u60c5\u5831<\/h2>\n<p>Azure OpenAI Service\u306b\u304a\u3051\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u5229\u7528\u8005\u304c\u5165\u529b\u3059\u308b\u8cea\u554f\u6587\u3060\u3051\u3092\u6307\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4f01\u696d\u306e\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u5f79\u5272\u3001\u80cc\u666f\u60c5\u5831\u3001\u5bfe\u8c61\u30c7\u30fc\u30bf\u3001\u5236\u7d04\u3001\u51fa\u529b\u6761\u4ef6\u3001\u56de\u7b54\u4f8b\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30e2\u30c7\u30eb\u3078\u300c\u4f55\u3092\u3001\u3069\u306e\u6761\u4ef6\u3067\u3001\u3069\u306e\u3088\u3046\u306b\u5b9f\u884c\u3057\u3066\u307b\u3057\u3044\u304b\u300d\u3092\u4f1d\u3048\u307e\u3059\u3002<\/p>\n<h3>\u8cea\u554f\u6587\u3060\u3051\u306b\u9650\u5b9a\u3057\u306a\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08<\/h3>\n<p>\u300c\u3053\u306e\u6587\u7ae0\u3092\u8981\u7d04\u3057\u3066\u300d\u3068\u3044\u30461\u6587\u3082\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u793e\u5185\u696d\u52d9\u3078\u7d44\u307f\u8fbc\u3080\u5834\u5408\u306f\u3001\u305d\u308c\u3060\u3051\u3067\u306f\u56de\u7b54\u54c1\u8cea\u304c\u5229\u7528\u8005\u306e\u5165\u529b\u30b9\u30ad\u30eb\u306b\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u793e\u5185FAQ\u3067\u3042\u308c\u3070\u3001\u6b21\u306e\u60c5\u5831\u307e\u3067\u8a2d\u8a08\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u30fb\u8ab0\u3068\u3057\u3066\u56de\u7b54\u3059\u308b\u304b<br \/>\n\u30fb\u3069\u306e\u60c5\u5831\u3092\u6839\u62e0\u306b\u3059\u308b\u304b<br \/>\n\u30fb\u5bfe\u8c61\u5916\u306e\u8cea\u554f\u3092\u3069\u3046\u6271\u3046\u304b<br \/>\n\u30fb\u60c5\u5831\u304c\u306a\u3044\u5834\u5408\u306b\u3069\u3046\u8fd4\u3059\u304b<br \/>\n\u30fb\u56de\u7b54\u3092\u3069\u306e\u5f62\u5f0f\u3067\u8fd4\u3059\u304b<\/p>\n<p>Azure OpenAI Service\u3067\u306f\u3001\u3053\u308c\u3089\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u306e\u56fa\u5b9a\u6307\u793a\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3081\u307e\u3059\u3002<span class=\"q_underline q_underline1\"><strong>\u500b\u4eba\u5229\u7528\u304b\u3089\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3078\u9032\u3080\u307b\u3069\u3001\u300c\u826f\u3044\u8cea\u554f\u3092\u66f8\u304f\u3053\u3068\u300d\u3088\u308a\u300c\u5909\u308f\u3089\u306a\u3044\u30eb\u30fc\u30eb\u3092\u30a2\u30d7\u30ea\u5074\u3078\u56fa\u5b9a\u3059\u308b\u3053\u3068\u300d\u306e\u91cd\u8981\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>system\u30fbdeveloper\u30fbuser\u30fbassistant\u306e\u5f79\u5272\u5206\u62c5<\/h3>\n<p>\u30c1\u30e3\u30c3\u30c8\u578b\u306eAPI\u3067\u306f\u3001\u7528\u9014\u306b\u5fdc\u3058\u3066\u8907\u6570\u306e\u30ed\u30fc\u30eb\u3078\u60c5\u5831\u3092\u5206\u3051\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u306f\u3001\u56fa\u5b9a\u3057\u305f\u3044\u6307\u793a\u3092system\u307e\u305f\u306fdeveloper\u5074\u3001\u5229\u7528\u8005\u3054\u3068\u306b\u5909\u308f\u308b\u4f9d\u983c\u3092user\u5074\u3001\u904e\u53bb\u306e\u30e2\u30c7\u30eb\u56de\u7b54\u3084Few-shot\u306e\u56de\u7b54\u4f8b\u3092assistant\u5074\u3078\u7f6e\u304f\u8003\u3048\u65b9\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u793e\u5185FAQ\u306a\u3089\u3001\u300c\u793e\u5185\u898f\u7a0b\u306e\u307f\u3092\u6839\u62e0\u306b\u3059\u308b\u300d\u300c\u6839\u62e0\u304c\u306a\u3044\u5834\u5408\u306f\u78ba\u8a8d\u3067\u304d\u306a\u3044\u3068\u8fd4\u3059\u300d\u3068\u3044\u3063\u305f\u5171\u901a\u30eb\u30fc\u30eb\u3092\u56fa\u5b9a\u5074\u3078\u7f6e\u304d\u3001\u300c\u80b2\u5150\u4f11\u696d\u306e\u7533\u8acb\u671f\u9650\u3092\u6559\u3048\u3066\u300d\u3068\u3044\u3063\u305f\u8cea\u554f\u3092user\u5074\u3078\u6e21\u3057\u307e\u3059\u3002<\/p>\n<p>\u3059\u3079\u3066\u30921\u3064\u306euser\u30e1\u30c3\u30bb\u30fc\u30b8\u3078\u9023\u7d50\u3059\u308b\u3088\u308a\u3001\u5909\u308f\u3089\u306a\u3044\u30eb\u30fc\u30eb\u3068\u6bce\u56de\u5909\u308f\u308b\u5165\u529b\u3092\u5206\u3051\u305f\u65b9\u304c\u3001\u4fee\u6b63\u7b87\u6240\u3068\u8a55\u4fa1\u5bfe\u8c61\u3092\u7ba1\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5bfe\u5fdc\u30ed\u30fc\u30eb\u3084\u63a8\u5968\u69cb\u6210\u306f\u30e2\u30c7\u30eb\u3084API\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070Microsoft\u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u5411\u3051\u4f8b\u3067\u306fdeveloper\u30ed\u30fc\u30eb\u304c\u30b7\u30b9\u30c6\u30e0\u76f8\u5f53\u306e\u6307\u793a\u3068\u3057\u3066\u4f7f\u308f\u308c\u3066\u3044\u308b\u305f\u3081\u3001<span class=\"q_underline q_underline1\"><strong>\u30ed\u30fc\u30eb\u69cb\u6210\u3092\u5168\u30e2\u30c7\u30eb\u5171\u901a\u306e\u56fa\u5b9a\u4ed5\u69d8\u306b\u305b\u305a\u3001\u5229\u7528\u30e2\u30c7\u30eb\u306e\u73fe\u884cAPI\u4ed5\u69d8\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30ed\u30fc\u30eb<\/th>\n<th>\u4e3b\u306a\u5f79\u5272<\/th>\n<th>\u56fa\u5b9a\u30fb\u53ef\u5909\u306e\u76ee\u5b89<\/th>\n<th>\u793e\u5185FAQ\u3067\u306e\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>system<\/td>\n<td>\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u5168\u4f53\u306e\u5f79\u5272\u30fb\u5883\u754c\u30fb\u56de\u7b54\u65b9\u91dd<\/td>\n<td>\u56fa\u5b9a<\/td>\n<td>\u793e\u5185\u898f\u7a0b\u3060\u3051\u3092\u6839\u62e0\u306b\u56de\u7b54\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>developer<\/td>\n<td>\u30a2\u30d7\u30ea\u5074\u3067\u7dad\u6301\u3057\u305f\u3044\u958b\u767a\u8005\u6307\u793a\u3002\u30e2\u30c7\u30eb\u30fbAPI\u306b\u5fdc\u3058\u3066system\u76f8\u5f53\u3068\u3057\u3066\u5229\u7528<\/td>\n<td>\u56fa\u5b9a<\/td>\n<td>\u6839\u62e0\u304c\u306a\u3044\u5834\u5408\u306f\u63a8\u6e2c\u3057\u306a\u3044<\/td>\n<\/tr>\n<tr>\n<td>user<\/td>\n<td>\u5229\u7528\u8005\u3054\u3068\u306b\u5909\u308f\u308b\u4f9d\u983c\u30fb\u5165\u529b<\/td>\n<td>\u53ef\u5909<\/td>\n<td>\u80b2\u5150\u4f11\u696d\u306e\u7533\u8acb\u671f\u9650\u3092\u6559\u3048\u3066<\/td>\n<\/tr>\n<tr>\n<td>assistant<\/td>\n<td>\u904e\u53bb\u306e\u56de\u7b54\u3001\u4f1a\u8a71\u5c65\u6b74\u3001Few-shot\u306e\u56de\u7b54\u4f8b\u306a\u3069<\/td>\n<td>\u53ef\u5909\uff0f\u4f8b\u3068\u3057\u3066\u56fa\u5b9a\u3059\u308b\u5834\u5408\u3042\u308a<\/td>\n<td>\u7406\u60f3\u7684\u306a\u56de\u7b54\u4f8b\u3092\u63d0\u793a\u3059\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/foundry\/openai\/concepts\/advanced-prompt-engineering?view=foundry-classic\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1a\u9ad8\u5ea6\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/a>\u3001<a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/openai\/how-to\/reasoning\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1a\u63a8\u8ad6\u30e2\u30c7\u30eb\u306e\u4f7f\u7528\u65b9\u6cd5<\/a><\/p>\n<h2 id=\"B\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3068ChatGPT\u30fbRAG\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044<\/h2>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u6539\u5584\u3060\u3051\u3067\u89e3\u6c7a\u3067\u304d\u306a\u3044\u554f\u984c\u307e\u3067\u6587\u7ae0\u306e\u5de5\u592b\u3067\u76f4\u305d\u3046\u3068\u3059\u308b\u3068\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u9577\u304f\u306a\u308a\u3001\u4fdd\u5b88\u3082\u96e3\u3057\u304f\u306a\u308a\u307e\u3059\u3002\u307e\u305a\u300c\u4f55\u304c\u539f\u56e0\u3067\u56de\u7b54\u54c1\u8cea\u304c\u60aa\u3044\u306e\u304b\u300d\u3092\u5207\u308a\u5206\u3051\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001RAG\u3001Structured Outputs\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u5f79\u5272\u3092\u5206\u3051\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>ChatGPT\uc758 \u90fd\u5ea6\u5165\u529b\u3068Azure OpenAI Service\u306e\u30a2\u30d7\u30ea\u8a2d\u8a08\u306e\u9055\u3044<\/h3>\n<p>\u81ea\u7136\u8a00\u8a9e\u3067\u76ee\u7684\u3084\u6761\u4ef6\u3092\u660e\u78ba\u306b\u4f1d\u3048\u308b\u3068\u3044\u3046\u57fa\u672c\u306f\u3001ChatGPT\u306e\u5229\u7528\u3067\u3082Azure OpenAI Service\u3067\u3082\u5171\u901a\u3057\u307e\u3059\u3002\u9055\u3044\u306f\u3001\u696d\u52d9\u30a2\u30d7\u30ea\u3067\u306f\u5229\u7528\u8005\u306e\u5165\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u30a2\u30d7\u30ea\u5074\u306e\u56fa\u5b9a\u6307\u793a\u3001\u53c2\u7167\u60c5\u5831\u3001\u51fa\u529b\u4ed5\u69d8\u3001\u30e2\u30c7\u30eb\u8a2d\u5b9a\u3001\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u306a\u3069\u3092\u3042\u3089\u304b\u3058\u3081\u8a2d\u8a08\u3067\u304d\u308b\u70b9\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070ChatGPT\u3092\u500b\u4eba\u3067\u4f7f\u3046\u5834\u5408\u3001\u62c5\u5f53\u8005\u304c\u6bce\u56de\u300c\u3042\u306a\u305f\u306f\u4eba\u4e8b\u62c5\u5f53\u8005\u3067\u3059\u300d\u3068\u5165\u529b\u3059\u308b\u904b\u7528\u3067\u3082\u6210\u7acb\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u793e\u5185FAQ\u30a2\u30d7\u30ea\u3067\u306f\u3001\u5f79\u5272\u3084\u7981\u6b62\u4e8b\u9805\u3092\u30a2\u30d7\u30ea\u5074\u3078\u56fa\u5b9a\u3057\u3001\u8ab0\u304c\u4f7f\u3063\u3066\u3082\u540c\u3058\u30eb\u30fc\u30eb\u304c\u9069\u7528\u3055\u308c\u308b\u65b9\u304c\u518d\u73fe\u6027\u3092\u78ba\u4fdd\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001ChatGPT\u3067\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u5229\u7528\u3092\u300cAI\u3078\u306e\u8cea\u554f\u30c6\u30af\u30cb\u30c3\u30af\u300d\u3068\u3059\u308b\u306a\u3089\u3001Azure OpenAI Service\u3092\u7d44\u307f\u8fbc\u3093\u3060\u696d\u52d9\u30a2\u30d7\u30ea\u3067\u306f\u3001<span class=\"q_underline q_underline1\"><strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u4ed5\u69d8\u3068\u3057\u3066\u7ba1\u7406\u3059\u308b\u8996\u70b9<\/strong><\/span>\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6bd4\u8f03\u8ef8<\/th>\n<th>ChatGPT\u3067\u306e\u90fd\u5ea6\u5229\u7528<\/th>\n<th>Azure OpenAI\u3092\u7d44\u307f\u8fbc\u3093\u3060\u696d\u52d9\u30a2\u30d7\u30ea<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6307\u793a\u306e\u4e3b\u4f53<\/td>\n<td>\u5229\u7528\u8005\u304c\u90fd\u5ea6\u5165\u529b\u3059\u308b\u6bd4\u91cd\u304c\u9ad8\u3044<\/td>\n<td>\u30a2\u30d7\u30ea\u5074\u306e\u56fa\u5b9a\u6307\u793a\uff0b\u5229\u7528\u8005\u5165\u529b<\/td>\n<\/tr>\n<tr>\n<td>\u518d\u5229\u7528<\/td>\n<td>\u500b\u4eba\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3084\u8a2d\u5b9a\u3067\u518d\u5229\u7528<\/td>\n<td>\u30b7\u30b9\u30c6\u30e0\u4ed5\u69d8\u3068\u3057\u3066\u5171\u901a\u5316\u3057\u3084\u3059\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u5229\u7528\u8005\u5dee<\/td>\n<td>\u5165\u529b\u30b9\u30ad\u30eb\u3067\u5dee\u304c\u51fa\u3084\u3059\u3044<\/td>\n<td>UI\u30fb\u56fa\u5b9a\u30eb\u30fc\u30eb\u3067\u5dee\u3092\u6291\u3048\u3084\u3059\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u8a55\u4fa1<\/td>\n<td>\u500b\u4eba\u306e\u76ee\u8996\u306b\u306a\u308a\u3084\u3059\u3044<\/td>\n<td>\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8\u30fb\u30ed\u30b0\u3067\u7d99\u7d9a\u8a55\u4fa1\u53ef\u80fd<\/td>\n<\/tr>\n<tr>\n<td>\u30b7\u30b9\u30c6\u30e0\u9023\u643a<\/td>\n<td>\u624b\u4f5c\u696d\u4e2d\u5fc3\u306e\u5229\u7528\u3082\u53ef\u80fd<\/td>\n<td>API\u3001RAG\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a<\/td>\n<\/tr>\n<tr>\n<td>\u7ba1\u7406\u65b9\u6cd5<\/td>\n<td>\u500b\u4eba\u5229\u7528\u5358\u4f4d\u306b\u306a\u308a\u3084\u3059\u3044<\/td>\n<td>\u30e2\u30c7\u30eb\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u8a2d\u5b9a\u3092\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u30d7\u30ed\u30f3\u30d7\u30c8\u30fbRAG\u30fbStructured Outputs\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u6539\u5584\u5bfe\u8c61<\/h3>\n<p>4\u3064\u306e\u624b\u6bb5\u306f\u3001\u6539\u5584\u3059\u308b\u5bfe\u8c61\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306f\u3001\u300c\u30e2\u30c7\u30eb\u3078\u4f55\u3092\u3057\u3066\u307b\u3057\u3044\u304b\u300d\u3092\u660e\u78ba\u306b\u3059\u308b\u624b\u6bb5\u3067\u3059\u3002\u76ee\u7684\u3001\u5236\u7d04\u3001\u56de\u7b54\u65b9\u91dd\u3001\u4f8b\u3001\u51fa\u529b\u6761\u4ef6\u306a\u3069\u3092\u6574\u3048\u307e\u3059\u3002<\/p>\n<p>RAG\uff08Retrieval-Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306f\u3001\u793e\u5185\u6587\u66f8\u3084\u66f4\u65b0\u983b\u5ea6\u306e\u9ad8\u3044\u60c5\u5831\u306a\u3069\u3092\u691c\u7d22\u3057\u3001\u56de\u7b54\u6642\u306b\u30e2\u30c7\u30eb\u3078\u6e21\u3059\u4ed5\u7d44\u307f\u3067\u3059\u3002\u30e2\u30c7\u30eb\u304c\u5143\u304b\u3089\u6301\u3063\u3066\u3044\u306a\u3044\u72ec\u81ea\u60c5\u5831\u3084\u3001\u6700\u65b0\u60c5\u5831\u3092\u6839\u62e0\u306b\u56de\u7b54\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u5411\u304d\u307e\u3059\u3002<\/p>\n<p>Structured Outputs\u306f\u3001JSON Schema\u3092API\u5074\u3067\u4e0e\u3048\u3001\u51fa\u529b\u3092\u6307\u5b9a\u3057\u305f\u69cb\u9020\u3078\u6e96\u62e0\u3055\u305b\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002Microsoft Learn\u3067\u306f\u3001\u5f93\u6765\u306eJSON mode\u304c\u6709\u52b9\u306aJSON\u3092\u4fdd\u8a3c\u3059\u308b\u4e00\u65b9\u3001Structured Outputs\u306f\u6307\u5b9a\u30b9\u30ad\u30fc\u30de\u3078\u306e\u53b3\u683c\u306a\u6e96\u62e0\u3092\u76ee\u7684\u3068\u3059\u308b\u6a5f\u80fd\u3068\u3057\u3066\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u9ad8\u54c1\u8cea\u306a\u5b66\u7fd2\u4f8b\u3092\u4f7f\u3063\u3066\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u7279\u5b9a\u30bf\u30b9\u30af\u3078\u9069\u5fdc\u3055\u305b\u308b\u65b9\u6cd5\u3067\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u5c11\u6570\u4f8b\u3067\u306f\u5b89\u5b9a\u3057\u306b\u304f\u3044\u7279\u5b9a\u52d5\u4f5c\u3092\u3001\u591a\u6570\u306e\u4f8b\u304b\u3089\u5b66\u7fd2\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u691c\u8a0e\u3057\u307e\u3059\u3002<\/p>\n<p>\u4e00\u6b21\u5224\u65ad\u306f\u6b21\u306e\u3088\u3046\u306b\u6574\u7406\u3067\u304d\u307e\u3059\u3002<br \/>\n\u30fb\u7b54\u3048\u65b9\u3084\u6307\u793a\u89e3\u91c8\u304c\u60aa\u3044\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8<br \/>\n\u30fb\u5fc5\u8981\u306a\u77e5\u8b58\u304c\u8db3\u308a\u306a\u3044\uff1aRAG<br \/>\n\u30fbJSON\u306a\u3069\u306e\u69cb\u9020\u304c\u5d29\u308c\u308b\uff1aStructured Outputs<br \/>\n\u30fb\u591a\u6570\u306e\u4f8b\u304b\u3089\u7279\u5b9a\u52d5\u4f5c\u3092\u5b9a\u7740\u3055\u305b\u305f\u3044\uff1a\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/p>\n<p>\u3053\u308c\u3089\u306f\u6392\u4ed6\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002RAG\u3067\u53d6\u5f97\u3057\u305f\u793e\u5185\u60c5\u5831\u3092\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u300c\u53c2\u7167\u60c5\u5831\u3060\u3051\u3092\u6839\u62e0\u306b\u56de\u7b54\u3059\u308b\u300d\u3068\u5236\u5fa1\u3057\u3001Structured Outputs\u3067\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3078\u5909\u63db\u3059\u308b\u306a\u3069\u3001\u7d44\u307f\u5408\u308f\u305b\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u624b\u6bb5<\/th>\n<th>\u89e3\u6c7a\u3059\u308b\u554f\u984c<\/th>\n<th>\u4e3b\u306a\u5165\u529b\u30c7\u30fc\u30bf<\/th>\n<th>\u5b9f\u88c5\u8ca0\u8377\u306e\u76ee\u5b89<\/th>\n<th>\u66f4\u65b0\u6027<\/th>\n<th>\u5411\u304f\u7528\u9014<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08<\/td>\n<td>\u6307\u793a\u89e3\u91c8\u3001\u56de\u7b54\u65b9\u91dd\u3001\u7c92\u5ea6<\/td>\n<td>\u6307\u793a\u3001\u80cc\u666f\u3001\u4f8b<\/td>\n<td>\u4f4e<\/td>\n<td>\u9ad8<\/td>\n<td>\u8981\u7d04\u3001\u6587\u66f8\u4f5c\u6210\u3001\u5206\u985e<\/td>\n<\/tr>\n<tr>\n<td>RAG<\/td>\n<td>\u72ec\u81ea\u60c5\u5831\u30fb\u6700\u65b0\u60c5\u5831\u306e\u4e0d\u8db3<\/td>\n<td>\u793e\u5185\u6587\u66f8\u3001DB\u3001\u691c\u7d22\u7d50\u679c<\/td>\n<td>\u4e2d<\/td>\n<td>\u9ad8<\/td>\n<td>\u793e\u5185FAQ\u3001\u6587\u66f8\u691c\u7d22<\/td>\n<\/tr>\n<tr>\n<td>Structured Outputs<\/td>\n<td>JSON\u7b49\u306e\u69cb\u9020\u5d29\u308c<\/td>\n<td>JSON Schema<\/td>\n<td>\u4e2d<\/td>\n<td>\u9ad8<\/td>\n<td>\u60c5\u5831\u62bd\u51fa\u3001\u30b7\u30b9\u30c6\u30e0\u9023\u643a<\/td>\n<\/tr>\n<tr>\n<td>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/td>\n<td>\u7279\u5b9a\u30bf\u30b9\u30af\u30fb\u632f\u308b\u821e\u3044\u306e\u5b9a\u7740<\/td>\n<td>\u591a\u6570\u306e\u9ad8\u54c1\u8cea\u306a\u5b66\u7fd2\u4f8b<\/td>\n<td>\u9ad8<\/td>\n<td>\u5b66\u7fd2\u30fb\u518d\u8a55\u4fa1\u304c\u5fc5\u8981<\/td>\n<td>\u7279\u5b9a\u5206\u985e\u3001\u5b9a\u578b\u30b9\u30bf\u30a4\u30eb\u3001\u5c02\u9580\u30bf\u30b9\u30af<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/foundry-classic\/openai\/concepts\/customizing-llms\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1aLLM\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/a>\u3001<a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/developer\/ai\/augment-llm-rag-fine-tuning\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1aRAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u4f7f\u3044\u5206\u3051<\/a>\u3001<a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/openai\/how-to\/structured-outputs\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1aStructured Outputs<\/a><\/p>\n<h2 id=\"C\">Azure OpenAI Service\u3067\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u57fa\u672c\u8a2d\u8a08<\/h2>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u9577\u304f\u66f8\u304f\u307b\u3069\u9ad8\u7cbe\u5ea6\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u696d\u52d9\u3067\u518d\u5229\u7528\u3057\u3084\u3059\u3044\u5f62\u306b\u3059\u308b\u306b\u306f\u3001\u300c\u76ee\u7684\u300d\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u300d\u300c\u5236\u7d04\u300d\u300c\u51fa\u529b\u4ed5\u69d8\u300d\u306e4\u3064\u3078\u5206\u3051\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3060\u3051\u3092\u5177\u4f53\u5316\u3057\u307e\u3059\u3002<\/p>\n<h3>\u76ee\u7684\u30fb\u5f79\u5272\u30fb\u5b8c\u4e86\u6761\u4ef6\u306e\u56fa\u5b9a<\/h3>\n<p>\u6700\u521d\u306b\u660e\u78ba\u306b\u3057\u305f\u3044\u306e\u306f\u3001\u300c\u8ab0\u306e\u305f\u3081\u306b\u300d\u300c\u4f55\u3092\u4f5c\u308a\u300d\u300c\u3069\u306e\u72b6\u614b\u306a\u3089\u5b8c\u4e86\u304b\u300d\u3067\u3059\u3002\u300c\u3042\u306a\u305f\u306f\u25cb\u25cb\u3067\u3059\u300d\u3068\u5f79\u5272\u3060\u3051\u3092\u4e0e\u3048\u3066\u3082\u3001\u6210\u679c\u7269\u306e\u57fa\u6e96\u304c\u66d6\u6627\u306a\u3089\u56de\u7b54\u306f\u5b89\u5b9a\u3057\u307e\u305b\u3093\u3002<\/p>\n<p>\u60aa\u3044\u4f8b\uff1a<br \/>\n\u55b6\u696d\u30e1\u30fc\u30eb\u3092\u66f8\u3044\u3066\u3002<\/p>\n<p>\u6539\u5584\u4f8b\uff1a<br \/>\n\u6cd5\u4eba\u55b6\u696d\u62c5\u5f53\u8005\u3068\u3057\u3066\u3001\u904e\u53bb6\u304b\u6708\u53d6\u5f15\u306e\u306a\u3044\u65e2\u5b58\u9867\u5ba2\u3078\u5546\u8ac7\u518d\u958b\u3092\u4fc3\u3059\u30e1\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b\u3002\u5bfe\u8c61\u306f\u90e8\u9577\u8077\u3002300\u5b57\u4ee5\u5185\u3067\u3001\u904e\u5ea6\u306a\u58f2\u308a\u8fbc\u307f\u8868\u73fe\u3092\u907f\u3051\u3001\u6700\u5f8c\u306b30\u5206\u306e\u6253\u3061\u5408\u308f\u305b\u5019\u88dc\u65e5\u306e\u78ba\u8a8d\u3092\u5165\u308c\u308b\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u76ee\u7684\u3001\u5bfe\u8c61\u8005\u3001\u6210\u679c\u7269\u3001\u5b8c\u4e86\u6761\u4ef6\u3092\u5206\u3051\u3066\u66f8\u304f\u3068\u3001\u4f55\u3092\u6e80\u305f\u305b\u3070\u826f\u3044\u56de\u7b54\u306a\u306e\u304b\u3092\u8a55\u4fa1\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u30da\u30eb\u30bd\u30ca\u3084\u80a9\u66f8\u304d\u306f\u3001\u56de\u7b54\u54c1\u8cea\u306b\u5fc5\u8981\u306a\u5834\u5408\u3060\u3051\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n<p>Microsoft\u306e\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u8a2d\u8a08\u3067\u3082\u3001\u660e\u78ba\u306a\u6307\u793a\u3001\u7af6\u5408\u3059\u308b\u30eb\u30fc\u30eb\u306e\u56de\u907f\u3001\u60c5\u5831\u4e0d\u8db3\u6642\u306e\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u52d5\u4f5c\u304c\u91cd\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u5224\u65ad\u306b\u5fc5\u8981\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u5177\u4f53\u5316<\/h3>\n<p>\u6b21\u306b\u3001\u30e2\u30c7\u30eb\u304c\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u524d\u63d0\u60c5\u5831\u3092\u6e21\u3057\u307e\u3059\u3002\u9867\u5ba2\u6761\u4ef6\u3001\u51e6\u7406\u5bfe\u8c61\u306e\u6587\u7ae0\u3001\u793e\u5185\u30eb\u30fc\u30eb\u3001\u904e\u53bb\u30c7\u30fc\u30bf\u306a\u3069\u306e\u3046\u3061\u3001\u56de\u7b54\u5224\u65ad\u306b\u5fc5\u8981\u306a\u3082\u306e\u3060\u3051\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u306f\u300c\u80cc\u666f\u300d\u3068\u300c\u51e6\u7406\u5bfe\u8c61\u30c7\u30fc\u30bf\u300d\u3092\u5206\u3051\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u6587\u7ae0\u8981\u7d04\u306a\u3089\u3001\u80cc\u666f\u3068\u3057\u3066\u300c\u5f79\u54e1\u4f1a\u8b70\u524d\u306b5\u5206\u3067\u78ba\u8a8d\u3059\u308b\u300d\u3001\u51e6\u7406\u5bfe\u8c61\u3068\u3057\u3066\u4f1a\u8b70\u8b70\u4e8b\u9332\u305d\u306e\u3082\u306e\u3092\u5225\u30d6\u30ed\u30c3\u30af\u306b\u7f6e\u304d\u307e\u3059\u3002\u30eb\u30fc\u30eb\u3068\u7d20\u6750\u3092\u540c\u3058\u6587\u7ae0\u3078\u6df7\u305c\u308b\u3068\u3001\u3069\u3053\u307e\u3067\u304c\u6307\u793a\u3067\u3069\u3053\u304b\u3089\u304c\u51e6\u7406\u5bfe\u8c61\u304b\u5206\u304b\u308a\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u793e\u5185\u898f\u7a0b\u3084\u88fd\u54c1\u60c5\u5831\u306a\u3069\u3001\u91cf\u304c\u591a\u3044\u3001\u307e\u305f\u306f\u983b\u7e41\u306b\u66f4\u65b0\u3055\u308c\u308b\u60c5\u5831\u306f\u3001\u5de8\u5927\u306a\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u3078\u8cbc\u308a\u7d9a\u3051\u308b\u306e\u3067\u306f\u306a\u304fRAG\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002RAG\u3092\u4f7f\u3046\u5834\u5408\u3082\u3001\u300c\u53c2\u7167\u60c5\u5831\u306e\u307f\u3092\u6839\u62e0\u306b\u3059\u308b\u300d\u300c\u6839\u62e0\u304c\u306a\u3044\u5834\u5408\u306f\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3068\u3044\u3063\u305f\u56de\u7b54\u65b9\u91dd\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u5074\u3067\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n<h3>\u5236\u7d04\u30fb\u7981\u6b62\u4e8b\u9805\u30fb\u4e0d\u660e\u6642\u52d5\u4f5c\u306e\u660e\u793a<\/h3>\n<p>\u696d\u52d9\u5229\u7528\u3067\u306f\u3001\u6b63\u5e38\u306b\u7b54\u3048\u3089\u308c\u308b\u30b1\u30fc\u30b9\u3060\u3051\u3067\u306a\u304f\u3001\u60c5\u5831\u4e0d\u8db3\u3001\u5bfe\u8c61\u5916\u8cea\u554f\u3001\u7981\u6b62\u5bfe\u8c61\u3067\u3082\u610f\u56f3\u3057\u305f\u52d5\u4f5c\u3092\u518d\u73fe\u3067\u304d\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u306f\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u6b21\u306e\u6761\u4ef6\u3092\u8a18\u8f09\u3057\u307e\u3059\u3002<br \/>\n\u30fb\u6587\u5b57\u6570\u3084\u9805\u76ee\u6570<br \/>\n\u30fb\u56de\u7b54\u5bfe\u8c61\u306e\u7bc4\u56f2<br \/>\n\u30fb\u5229\u7528\u3057\u3066\u3088\u3044\u60c5\u5831\u6e90<br \/>\n\u30fb\u51fa\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u60c5\u5831<br \/>\n\u30fb\u6839\u62e0\u304c\u306a\u3044\u5834\u5408\u306e\u8fd4\u3057\u65b9<br \/>\n\u30fb\u4e0d\u8db3\u60c5\u5831\u304c\u3042\u308b\u5834\u5408\u306e\u78ba\u8a8d\u65b9\u6cd5<\/p>\n<p>\u305f\u3068\u3048\u3070\u793e\u5185FAQ\u306a\u3089\u3001\u300c\u53c2\u7167\u60c5\u5831\u3067\u78ba\u8a8d\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u63a8\u6e2c\u305b\u305a\u3001\u300e\u78ba\u8a8d\u3067\u304d\u307e\u305b\u3093\u300f\u3068\u8fd4\u3059\u300d\u300c\u8cea\u554f\u306b\u5fc5\u8981\u306a\u524d\u63d0\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u4e0d\u8db3\u9805\u76ee\u30921\u3064\u305a\u3064\u78ba\u8a8d\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u5931\u6557\u6642\u306e\u52d5\u4f5c\u307e\u3067\u4ed5\u69d8\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u300c\u7c21\u6f54\u306b\u3001\u304b\u3064\u3059\u3079\u3066\u8a73\u7d30\u306b\u8aac\u660e\u3059\u308b\u300d\u306e\u3088\u3046\u306a\u7af6\u5408\u3059\u308b\u6307\u793a\u306f\u907f\u3081\u307e\u3059\u3002Microsoft\u306e\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u8a2d\u8a08\u3067\u3082\u3001\u512a\u5148\u9806\u4f4d\u306e\u306a\u3044\u7af6\u5408\u6307\u793a\u306f\u5178\u578b\u7684\u306a\u843d\u3068\u3057\u7a74\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"q_underline q_underline1\"><strong>\u901a\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u5931\u6557\u6642\u306e\u632f\u308b\u821e\u3044\u307e\u3067\u6c7a\u3081\u3066\u521d\u3081\u3066\u3001\u696d\u52d9\u7528\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3057\u3066\u8a55\u4fa1\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u51fa\u529b\u5f62\u5f0f\u30fb\u8a55\u4fa1\u57fa\u6e96\u30fb\u56de\u7b54\u4f8b\u306e\u6307\u5b9a<\/h3>\n<p>\u56de\u7b54\u5185\u5bb9\u304c\u6b63\u3057\u304f\u3066\u3082\u3001\u898b\u51fa\u3057\u69cb\u9020\u3084\u9805\u76ee\u540d\u304c\u6bce\u56de\u9055\u3048\u3070\u3001\u305d\u306e\u307e\u307e\u696d\u52d9\u3078\u7d44\u307f\u8fbc\u307f\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002\u5f8c\u5de5\u7a0b\u3067\u5fc5\u8981\u306a\u6210\u679c\u7269\u306e\u5f62\u307e\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u6b21\u306e\u3088\u3046\u306b\u6307\u5b9a\u3057\u307e\u3059\u3002<br \/>\n\u30fb\u898b\u51fa\u3057\u306f\u300c\u8981\u70b9\u300d\u300c\u6839\u62e0\u300d\u300c\u6b21\u306e\u5bfe\u5fdc\u300d\u306e3\u3064<br \/>\n\u30fb\u5404\u9805\u76ee\u306f\u7b87\u9020\u66f8\u304d3\u70b9\u4ee5\u5185<br \/>\n\u30fb\u6570\u5024\u3068\u671f\u9650\u306f\u7701\u7565\u3057\u306a\u3044<br \/>\n\u30fb\u539f\u6587\u306b\u306a\u3044\u60c5\u5831\u306f\u88dc\u5b8c\u3057\u306a\u3044<br \/>\n\u30fb\u6839\u62e0\u304c\u78ba\u8a8d\u3067\u304d\u306a\u3044\u5185\u5bb9\u306f\u300c\u672a\u78ba\u8a8d\u300d\u3068\u8a18\u8f09<\/p>\n<p>\u3055\u3089\u306b\u3001\u300c\u826f\u3044\u56de\u7b54\u300d\u306e\u6761\u4ef6\u3092\u6b63\u78ba\u6027\u3001\u7c21\u6f54\u3055\u3001\u6839\u62e0\u660e\u793a\u3001\u5bfe\u8c61\u8aad\u8005\u3078\u306e\u5206\u304b\u308a\u3084\u3059\u3055\u306a\u3069\u3078\u5206\u3051\u3066\u304a\u304f\u3068\u3001\u5f8c\u306e\u8a55\u4fa1\u306b\u3082\u4f7f\u3048\u307e\u3059\u3002<\/p>\n<p>\u8aac\u660e\u3060\u3051\u3067\u306f\u51fa\u529b\u30d1\u30bf\u30fc\u30f3\u3092\u4f1d\u3048\u306b\u304f\u3044\u5834\u5408\u306f\u3001\u5165\u529b\u4f8b\u3068\u7406\u60f3\u56de\u7b54\u306eFew-shot\u3092\u52a0\u3048\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6a5f\u68b0\u51e6\u7406\u3059\u308bJSON\u306a\u3069\u53b3\u683c\u306a\u5f62\u5f0f\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u306e\u6307\u5b9a\u3060\u3051\u3078\u4f9d\u5b58\u305b\u305aStructured Outputs\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/p>\n<p>\u3010\u6c4e\u7528\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3011<br \/>\n[\u76ee\u7684]<br \/>\n\u3042\u306a\u305f\u306e\u5f79\u5272\uff1a\uff3b\u5f79\u5272\uff3d<br \/>\n\u5bfe\u8c61\u8aad\u8005\uff1a\uff3b\u5bfe\u8c61\u8005\uff3d<br \/>\n\u6210\u679c\u7269\uff1a\uff3b\u4f5c\u6210\u7269\uff3d<br \/>\n\u5b8c\u4e86\u6761\u4ef6\uff1a\uff3b\u6e80\u305f\u3059\u6761\u4ef6\uff3d<\/p>\n<p>[\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8]<br \/>\n\u80cc\u666f\uff1a\uff3b\u696d\u52d9\u80cc\u666f\uff3d<br \/>\n\u51e6\u7406\u5bfe\u8c61\uff1a\uff3b\u5bfe\u8c61\u30c7\u30fc\u30bf\uff3d<br \/>\n\u53c2\u7167\u60c5\u5831\uff1a\uff3b\u5229\u7528\u53ef\u80fd\u306a\u60c5\u5831\uff3d<\/p>\n<p>[\u5236\u7d04]<br \/>\n\u30fb\uff3b\u5fc5\u9808\u30eb\u30fc\u30eb\uff3d<br \/>\n\u30fb\uff3b\u7981\u6b62\u4e8b\u9805\uff3d<br \/>\n\u30fb\u60c5\u5831\u4e0d\u8db3\u6642\uff1a\uff3b\u52d5\u4f5c\uff3d<\/p>\n<p>[\u51fa\u529b\u4ed5\u69d8]<br \/>\n\u30fb\u5f62\u5f0f\uff1a\uff3b\u898b\u51fa\u3057\uff0f\u7b87\u6761\u66f8\u304d\uff0f\u9805\u76ee\u540d\u306a\u3069\uff3d<br \/>\n\u30fb\u5206\u91cf\uff1a\uff3b\u6587\u5b57\u6570\u7b49\uff3d<br \/>\n\u30fb\u8a55\u4fa1\u6761\u4ef6\uff1a\uff3b\u6b63\u78ba\u6027\uff0f\u6839\u62e0\uff0f\u7c21\u6f54\u3055\u7b49\uff3d<\/p>\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/foundry\/openai\/concepts\/advanced-prompt-engineering?view=foundry-classic\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1a\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u8a2d\u8a08<\/a><\/p>\n<h2 id=\"D\">GPT-5\u30b7\u30ea\u30fc\u30ba\u30fbo-series\u3092\u542b\u3080Azure OpenAI Service\u306e\u30e2\u30c7\u30eb\u5225\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08<\/h2>\n<p>Azure OpenAI Service\u3067\u306f\u3001\u30e2\u30c7\u30eb\u3054\u3068\u306b\u63a8\u5968\u3055\u308c\u308b\u6307\u793a\u65b9\u6cd5\u3084\u5229\u7528\u3067\u304d\u308b\u8a2d\u5b9a\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u904e\u53bb\u306bGPT-4\u7cfb\u306a\u3069\u3067\u52b9\u679c\u304c\u3042\u3063\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u300c\u6a19\u6e96\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300d\u3068\u3057\u3066\u56fa\u5b9a\u3057\u3001\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3078\u305d\u306e\u307e\u307e\u6d41\u7528\u3059\u308b\u904b\u7528\u306f\u907f\u3081\u307e\u3059\u3002<\/p>\n<h3>\u5f93\u6765\u578b\u30d7\u30ed\u30f3\u30d7\u30c8\u624b\u6cd5\u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u3078\u306e\u6a5f\u68b0\u7684\u6d41\u7528\u306e\u56de\u907f<\/h3>\n<p>Microsoft Learn\u306e\u73fe\u884c\u300cPrompt engineering techniques\u300d\u3067\u306f\u3001\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u624b\u6cd5\u306b\u3064\u3044\u3066\u3001GPT-5\u3084o-series\u306a\u3069\u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u306b\u306f\u63a8\u5968\u3055\u308c\u306a\u3044\u3068\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001Chain of Thought\u3092\u5f15\u304d\u51fa\u3059\u624b\u6cd5\u306f\u975e\u63a8\u8ad6\u30e2\u30c7\u30eb\u5411\u3051\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u300c\u601d\u8003\u624b\u9806\u3092\u5fc5\u305a10\u6bb5\u968e\u3067\u66f8\u304f\u300d\u300cChain of Thought\u3092\u51fa\u529b\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u30c6\u30af\u30cb\u30c3\u30af\u3092\u3001\u63a8\u8ad6\u30e2\u30c7\u30eb\u5411\u3051\u306e\u5171\u901a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3078\u7121\u6761\u4ef6\u306b\u7d44\u307f\u8fbc\u3080\u3079\u304d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u63a8\u8ad6\u30e2\u30c7\u30eb\u3067\u306f\u3001\u307e\u305a\u76ee\u7684\u3001\u5fc5\u8981\u6761\u4ef6\u3001\u6210\u679c\u7269\u3001\u5229\u7528\u3067\u304d\u308b\u60c5\u5831\u3092\u660e\u78ba\u306b\u4f1d\u3048\u3001\u30e2\u30c7\u30eb\u304c\u6301\u3064\u63a8\u8ad6\u80fd\u529b\u3092\u6d3b\u304b\u3059\u8a2d\u8a08\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\u65e7\u30e2\u30c7\u30eb\u3067\u9ad8\u8a55\u4fa1\u3060\u3063\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u65b0\u30e2\u30c7\u30eb\u3078\u79fb\u884c\u3059\u308b\u5834\u5408\u3082\u3001<span class=\"q_underline q_underline1\"><strong>\u540c\u3058\u8a55\u4fa1\u30bb\u30c3\u30c8\u3067\u65e7\u30e2\u30c7\u30eb\u3068\u65b0\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u3057\u3066\u304b\u3089\u672c\u756a\u3078\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u304c\u91cd\u8981<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<h3>reasoning effort\u306a\u3069\u30e2\u30c7\u30eb\u8a2d\u5b9a\u3068\u6587\u7ae0\u6307\u793a\u306e\u5f79\u5272\u5206\u62c5<\/h3>\n<p>\u63a8\u8ad6\u30e2\u30c7\u30eb\u3067\u306f\u3001\u30e2\u30c7\u30eb\u3084\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u3088\u3063\u3066reasoning effort\u306a\u3069\u306e\u8a2d\u5b9a\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002Microsoft\u306eGPT-5\u5411\u3051\u4f8b\u3067\u3082\u3001reasoning_effort\u3092API\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u3057\u3066\u6307\u5b9a\u3059\u308b\u4f8b\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u306f\u3001\u300c\u4f55\u3092\u8003\u3048\u3066\u307b\u3057\u3044\u304b\u300d\u3068\u300c\u3069\u306e\u7a0b\u5ea6\u306e\u63a8\u8ad6\u30ea\u30bd\u30fc\u30b9\u3092\u4f7f\u3046\u304b\u300d\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002<br \/>\n\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\uff1a\u76ee\u7684\u3001\u5224\u65ad\u6761\u4ef6\u3001\u5229\u7528\u53ef\u80fd\u306a\u60c5\u5831\u3001\u6210\u679c\u7269<br \/>\n\u30fb\u30e2\u30c7\u30eb\u8a2d\u5b9a\uff1a\u5bfe\u5fdc\u30e2\u30c7\u30eb\u3067\u306ereasoning effort\u306a\u3069<\/p>\n<p>\u5358\u7d14\u306a\u5206\u985e\u3084\u8981\u7d04\u3068\u3001\u8907\u96d1\u306a\u8a08\u753b\u3084\u6bd4\u8f03\u3067\u306f\u5fc5\u8981\u306a\u63a8\u8ad6\u91cf\u304c\u540c\u3058\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u8a2d\u5b9a\u3092\u9ad8\u304f\u3059\u308c\u3070\u5e38\u306b\u9069\u5207\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u54c1\u8cea\u3060\u3051\u3067\u306a\u304f\u901f\u5ea6\u3068\u30b3\u30b9\u30c8\u3082\u5408\u308f\u305b\u3066\u6e2c\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<p>\u5229\u7528\u3067\u304d\u308b\u8a2d\u5b9a\u3084\u5024\u306f\u30e2\u30c7\u30eb\u4e16\u4ee3\u30fbAPI\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002\u56fa\u5b9a\u5024\u3092\u793e\u5185\u6a19\u6e96\u3078\u57cb\u3081\u8fbc\u3080\u306e\u3067\u306f\u306a\u304f\u3001\u5bfe\u8c61\u30e2\u30c7\u30eb\u306e\u516c\u5f0f\u4ed5\u69d8\u3068\u8a55\u4fa1\u7d50\u679c\u3092\u57fa\u6e96\u306b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<h3>\u30e2\u30c7\u30eb\u5909\u66f4\u6642\u306e\u4ee3\u8868\u30bf\u30b9\u30af\u306b\u3088\u308b\u56de\u5e30\u8a55\u4fa1<\/h3>\n<p>\u30e2\u30c7\u30eb\u5909\u66f4\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u306e\u5dee\u3057\u66ff\u3048\u3067\u306f\u306a\u304f\u3001\u300c\u30e2\u30c7\u30eb\uff0b\u30d7\u30ed\u30f3\u30d7\u30c8\uff0b\u53c2\u7167\u30c7\u30fc\u30bf\uff0b\u51fa\u529b\u8a2d\u5b9a\u300d\u306e\u7d44\u307f\u5408\u308f\u305b\u5909\u66f4\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002<\/p>\n<p>\u8a55\u4fa1\u30bb\u30c3\u30c8\u306b\u306f\u3001\u901a\u5e38\u306e\u6210\u529f\u30b1\u30fc\u30b9\u3060\u3051\u3067\u306a\u304f\u3001\u6b21\u306e\u5165\u529b\u3082\u542b\u3081\u307e\u3059\u3002<br \/>\n\u30fb\u66d6\u6627\u306a\u4f9d\u983c<br \/>\n\u30fb\u60c5\u5831\u4e0d\u8db3<br \/>\n\u30fb\u9577\u6587\u5165\u529b<br \/>\n\u30fb\u5bfe\u8c61\u5916\u306e\u8cea\u554f<br \/>\n\u30fb\u62d2\u5426\u3059\u3079\u304d\u8cea\u554f<br \/>\n\u30fb\u5f62\u5f0f\u304c\u5d29\u308c\u3084\u3059\u3044\u5165\u529b<\/p>\n<p>\u8a55\u4fa1\u9805\u76ee\u3082\u300c\u6b63\u7b54\u300d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u6307\u793a\u9075\u5b88\u3001\u6839\u62e0, \u5f62\u5f0f\u3001\u62d2\u5426\u3059\u3079\u304d\u30b1\u30fc\u30b9\u3067\u306e\u52d5\u4f5c\u306a\u3069\u3078\u5206\u3051\u307e\u3059\u3002<\/p>\n<p>Microsoft Foundry\u306eEvaluation\u3067\u306f\u3001\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u30e2\u30c7\u30eb\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b9f\u884c\u3057\u3001\u7d44\u307f\u8fbc\u307f\u307e\u305f\u306f\u30ab\u30b9\u30bf\u30e0\u306e\u8a55\u4fa1\u6307\u6a19\u3067\u54c1\u8cea\u30fb\u5b89\u5168\u6027\u3092\u6e2c\u5b9a\u3067\u304d\u307e\u3059\u3002\u5c11\u6570\u306e\u76ee\u8996\u78ba\u8a8d\u3060\u3051\u3067\u7d42\u308f\u3089\u305b\u305a\u3001\u904b\u7528\u898f\u6a21\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u8a55\u4fa1\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3082\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/openai\/concepts\/prompt-engineering\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6982\u5ff5<\/a>\u3001<a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/openai\/how-to\/reasoning\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1a\u63a8\u8ad6\u30e2\u30c7\u30eb\u306e\u4f7f\u7528\u65b9\u6cd5<\/a><\/p>\n<h2 id=\"E\">Azure OpenAI Service\u306e\u696d\u52d9\u5225\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c84\u9078<\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001\u4f01\u696d\u3067PoC\u3057\u3084\u3059\u3044\u300c\u8981\u7d04\u300d\u300c\u793e\u5185FAQ\u300d\u300c\u60c5\u5831\u62bd\u51fa\u300d\u300c\u6587\u66f8\u4f5c\u6210\u300d\u306e4\u7528\u9014\u3092\u53d6\u308a\u4e0a\u3052\u307e\u3059\u3002\u5b8c\u6210\u6587\u3092\u4e38\u6697\u8a18\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5909\u6570\u3068\u3057\u3066\u5dee\u3057\u66ff\u3048\u308b\u90e8\u5206\u3068\u3001\u56fa\u5b9a\u3059\u308b\u30eb\u30fc\u30eb\u3092\u5206\u3051\u3066\u4f7f\u3046\u3053\u3068\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<h3>\u8981\u7d04\uff5c\u91cd\u8981\u4e8b\u9805\u30fb\u6839\u62e0\u30fb\u672a\u78ba\u8a8d\u4e8b\u9805\u3092\u5206\u3051\u308b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8<\/h3>\n<p>\u300c\u77ed\u304f\u307e\u3068\u3081\u3066\u300d\u3060\u3051\u3067\u306f\u3001\u5229\u7528\u8005\u304c\u5fc5\u8981\u3068\u3059\u308b\u6570\u5024\u3001\u671f\u9650\u3001\u6c7a\u5b9a\u4e8b\u9805\u307e\u3067\u524a\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u8981\u7d04\u3067\u306f\u3001\u4f55\u3092\u6b8b\u3059\u304b\u3092\u5148\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n<p>\u3010\u30b3\u30d4\u30fc\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3011<br \/>\n[\u76ee\u7684]<br \/>\n\uff3b\u5bfe\u8c61\u8aad\u8005\uff3d\u304c\uff3b\u5229\u7528\u5834\u9762\uff3d\u3067\u77ed\u6642\u9593\u306b\u5185\u5bb9\u3092\u78ba\u8a8d\u3067\u304d\u308b\u8981\u7d04\u3092\u4f5c\u6210\u3059\u308b\u3002<\/p>\n<p>[\u51e6\u7406\u5bfe\u8c61]<br \/>\n\uff3b\u5bfe\u8c61\u6587\u66f8\uff3d<\/p>\n<p>[\u5fc5\u9808\u9805\u76ee]<br \/>\n\u30fb\u91cd\u8981\u4e8b\u9805<br \/>\n\u30fb\u6570\u5024\u30fb\u671f\u9650<br \/>\n\u30fb\u6c7a\u5b9a\u4e8b\u9805<br \/>\n\u30fb\u672a\u78ba\u8a8d\u4e8b\u9805<\/p>\n<p>[\u5236\u7d04]<br \/>\n\u30fb\u539f\u6587\u306b\u306a\u3044\u60c5\u5831\u3092\u88dc\u5b8c\u3057\u306a\u3044<br \/>\n\u30fb\u5224\u65ad\u3067\u304d\u306a\u3044\u5185\u5bb9\u306f\u300c\u672a\u78ba\u8a8d\u4e8b\u9805\u300d\u3078\u5206\u3051\u308b<br \/>\n\u30fb\u91cd\u8981\u306a\u6570\u5024\u3001\u56fa\u6709\u540d\u8a5e\u3001\u671f\u9650\u3092\u7701\u7565\u3057\u306a\u3044<\/p>\n<p>[\u51fa\u529b\u4ed5\u69d8]<br \/>\n\uff3b\u6587\u5b57\u6570\uff3d\u4ee5\u5185<br \/>\n\u300c\u91cd\u8981\u4e8b\u9805\u300d\u300c\u6570\u5024\u30fb\u671f\u9650\u300d\u300c\u6c7a\u5b9a\u4e8b\u9805\u300d\u300c\u672a\u78ba\u8a8d\u4e8b\u9805\u300d\u306e\u9806\u3067\u51fa\u529b\u3059\u308b<\/p>\n<p>\u5909\u66f4\u3059\u308b\u7b87\u6240\u306f\u3001\uff3b\u5bfe\u8c61\u8aad\u8005\uff3d\uff3b\u5229\u7528\u5834\u9762\uff3d\uff3b\u5bfe\u8c61\u6587\u66f8\uff3d\uff3b\u6587\u5b57\u6570\uff3d\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u7d4c\u55b6\u4f1a\u8b70\u524d\u306e\u78ba\u8a8d\u7528\u9014\u306a\u3089\u3001\u300c\u5f79\u54e1\u304c5\u5206\u3067\u78ba\u8a8d\u3067\u304d\u308b\u300d\u300c\u6570\u5024\u30fb\u671f\u9650\u3092\u5fc5\u305a\u6b8b\u3059\u300d\u3068\u3044\u3063\u305f\u6761\u4ef6\u3078\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002<\/p>\n<h3>\u793e\u5185FAQ\uff5c\u53c2\u7167\u60c5\u5831\u306b\u306a\u3044\u5185\u5bb9\u3092\u63a8\u6e2c\u3055\u305b\u306a\u3044\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8<\/h3>\n<p>\u793e\u5185FAQ\u3067\u306f\u3001RAG\u3067\u60c5\u5831\u3092\u6e21\u3059\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u300c\u53d6\u5f97\u3057\u305f\u60c5\u5831\u3092\u3069\u3046\u4f7f\u3063\u3066\u56de\u7b54\u3059\u308b\u304b\u300d\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<p>\u3010\u30b3\u30d4\u30fc\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3011<br \/>\n[\u5f79\u5272]<br \/>\n\u3042\u306a\u305f\u306f\uff3b\u793e\u5185\u5236\u5ea6\uff0f\u88fd\u54c1\uff0f\u696d\u52d9\uff3d\u306eFAQ\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<p>[\u56de\u7b54\u30eb\u30fc\u30eb]<br \/>\n\u30fb\u4ee5\u4e0b\u306e\u53c2\u7167\u60c5\u5831\u306e\u307f\u3092\u6839\u62e0\u306b\u56de\u7b54\u3059\u308b<br \/>\n\u30fb\u53c2\u7167\u60c5\u5831\u306b\u6839\u62e0\u304c\u306a\u3044\u5834\u5408\u306f\u63a8\u6e2c\u3057\u306a\u3044<br \/>\n\u30fb\u6839\u62e0\u304c\u78ba\u8a8d\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u300c\u53c2\u7167\u60c5\u5831\u3067\u306f\u78ba\u8a8d\u3067\u304d\u307e\u305b\u3093\u300d\u3068\u8fd4\u3059<br \/>\n\u30fb\u898f\u7a0b\u3084\u6587\u66f8\u9593\u3067\u5185\u5bb9\u304c\u7af6\u5408\u3059\u308b\u5834\u5408\u306f\u3001\u52dd\u624b\u306b\u512a\u5148\u9806\u4f4d\u3092\u6c7a\u3081\u305a\u7af6\u5408\u3057\u3066\u3044\u308b\u4e8b\u5b9f\u3092\u793a\u3059<\/p>\n<p>[\u53c2\u7167\u60c5\u5831]<br \/>\n\uff3bRAG\u3067\u53d6\u5f97\u3057\u305f\u6587\u66f8\uff3d<\/p>\n<p>[\u30e6\u30fc\u30b6\u30fc\u8cea\u554f]<br \/>\n\uff3b\u8cea\u554f\uff3d<\/p>\n<p>[\u51fa\u529b]<br \/>\n\u56de\u7b54\uff1a<br \/>\n\u6839\u62e0\uff1a\uff3b\u6587\u66f8\u540d\u30fb\u8a72\u5f53\u7b87\u6240\uff3d<br \/>\n\u4e0d\u8db3\u60c5\u5831\uff1a<\/p>\n<p>RAG\u306f\u60c5\u5831\u3092\u691c\u7d22\u3057\u3066\u30e2\u30c7\u30eb\u3078\u4e0e\u3048\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308a\u3001\u56de\u7b54\u65b9\u91dd\u305d\u306e\u3082\u306e\u3092\u6c7a\u3081\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<span class=\"q_underline q_underline1\"><strong>\u300c\u691c\u7d22\u3067\u4f55\u3092\u6e21\u3059\u304b\u300d\u3068\u300c\u6e21\u3055\u308c\u305f\u60c5\u5831\u3092\u3069\u3046\u4f7f\u3046\u304b\u300d\u3092\u5206\u3051\u3066\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u91cd\u8981<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<h3>\u60c5\u5831\u62bd\u51fa\uff5cStructured Outputs\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8<\/h3>\n<p>\u5951\u7d04\u66f8\u3084\u7533\u8acb\u66f8\u304b\u3089\u9805\u76ee\u3092\u62bd\u51fa\u3059\u308b\u51e6\u7406\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u300c\u4f55\u3092\u3069\u3046\u89e3\u91c8\u3059\u308b\u304b\u300d\u3001Structured Outputs\u306f\u300c\u3069\u306e\u69cb\u9020\u3067\u8fd4\u3059\u304b\u300d\u3092\u62c5\u5f53\u3055\u305b\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u5951\u7d04\u66f8\u304b\u3089\u3001\u5951\u7d04\u5148\u3001\u5951\u7d04\u958b\u59cb\u65e5\u3001\u7d42\u4e86\u65e5\u3001\u81ea\u52d5\u66f4\u65b0\u306e\u6709\u7121\u3001\u89e3\u7d04\u671f\u9650\u3092\u62bd\u51fa\u3059\u308b\u5834\u5408\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3010\u30b3\u30d4\u30fc\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3011<br \/>\n[\u76ee\u7684]<br \/>\n\u4ee5\u4e0b\u306e\u5951\u7d04\u66f8\u304b\u3089\u6307\u5b9a\u9805\u76ee\u3092\u62bd\u51fa\u3059\u308b\u3002<\/p>\n<p>[\u62bd\u51fa\u30eb\u30fc\u30eb]<br \/>\n\u30fb\u5951\u7d04\u5148\uff1a\u5951\u7d04\u5f53\u4e8b\u8005\u306e\u6cd5\u4eba\u540d<br \/>\n\u30fb\u5951\u7d04\u958b\u59cb\u65e5\uff1a\u5951\u7d04\u306e\u52b9\u529b\u304c\u958b\u59cb\u3059\u308b\u65e5<br \/>\n\u30fb\u7d42\u4e86\u65e5\uff1a\u5951\u7d04\u671f\u9593\u306e\u7d42\u4e86\u65e5<br \/>\n\u30fb\u81ea\u52d5\u66f4\u65b0\uff1a\u81ea\u52d5\u66f4\u65b0\u6761\u9805\u304c\u3042\u308b\u5834\u5408\u306ftrue\u3001\u306a\u3044\u5834\u5408\u306ffalse<br \/>\n\u30fb\u89e3\u7d04\u671f\u9650\uff1a\u66f4\u65b0\u62d2\u7d76\u307e\u305f\u306f\u89e3\u7d04\u901a\u77e5\u306e\u671f\u9650<\/p>\n<p>[\u5236\u7d04]<br \/>\n\u30fb\u8a18\u8f09\u304c\u306a\u3044\u5024\u3092\u63a8\u6e2c\u3057\u306a\u3044<br \/>\n\u30fb\u8907\u6570\u306e\u5019\u88dc\u304c\u3042\u308b\u5834\u5408\u306f\u52dd\u624b\u306b1\u3064\u3078\u6c7a\u3081\u306a\u3044<br \/>\n\u30fb\u5024\u304c\u306a\u3044\u5834\u5408\u306fnull\u3068\u3057\u3066\u6271\u3046<\/p>\n<p>[\u5bfe\u8c61\u6587\u66f8]<br \/>\n\uff3b\u5951\u7d04\u66f8\u672c\u6587\uff3d<\/p>\n<p>\u51fa\u529b\u69cb\u9020\u3092\u5f8c\u6bb5\u30b7\u30b9\u30c6\u30e0\u3067\u53b3\u683c\u306b\u4f7f\u3046\u5834\u5408\u306f\u3001JSON\u4f8b\u3092\u6587\u7ae0\u3068\u3057\u3066\u898b\u305b\u308b\u3060\u3051\u3067\u306a\u304f\u3001Structured Outputs\u3067JSON Schema\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002Microsoft Learn\u3067\u306fStructured Outputs\u304c\u6307\u5b9a\u3057\u305fJSON Schema\u3078\u30e2\u30c7\u30eb\u51fa\u529b\u3092\u5f93\u308f\u305b\u308b\u4ed5\u7d44\u307f\u3068\u3057\u3066\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u6587\u66f8\u4f5c\u6210\uff5c\u5bfe\u8c61\u8aad\u8005\u30fb\u76ee\u7684\u30fb\u7981\u6b62\u8868\u73fe\u30fb\u30ec\u30d3\u30e5\u30fc\u89b3\u70b9\u3092\u542b\u3080\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8<\/h3>\n<p>\u6587\u66f8\u4f5c\u6210\u3067\u306f\u3001\u300c\u305d\u308c\u3089\u3057\u3044\u6587\u7ae0\u300d\u3092\u4f5c\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u793e\u5185\u57fa\u6e96\u3092\u6e80\u305f\u3059\u4e0b\u66f8\u304d\u3078\u8fd1\u3065\u3051\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u3010\u30b3\u30d4\u30fc\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3011<br \/>\n[\u76ee\u7684]<br \/>\n\uff3b\u8aad\u4e86\u5f8c\u306b\u76f8\u624b\u3078\u7406\u89e3\u30fb\u5224\u65ad\u3057\u3066\u307b\u3057\u3044\u3053\u3068\uff3d<\/p>\n<p>[\u5bfe\u8c61\u8aad\u8005]<br \/>\n\uff3b\u5f79\u8077\uff0f\u524d\u63d0\u77e5\u8b58\uff0f\u95a2\u5fc3\u4e8b\u9805\uff3d<\/p>\n<p>[\u5165\u529b\u60c5\u5831]<br \/>\n\uff3b\u4e8b\u5b9f\u60c5\u5831\u30fb\u7d20\u6750\uff3d<\/p>\n<p>[\u69cb\u6210]<br \/>\n\uff3b\u898b\u51fa\u3057\u69cb\u6210\uff3d<\/p>\n<p>[\u5fc5\u9808\u4e8b\u9805]<br \/>\n\u30fb\uff3b\u5fc5\u305a\u542b\u3081\u308b\u4e8b\u5b9f\uff3d<br \/>\n\u30fb\uff3b\u5fc5\u305a\u542b\u3081\u308bCTA\u3084\u6b21\u30a2\u30af\u30b7\u30e7\u30f3\uff3d<\/p>\n<p>[\u7981\u6b62\u4e8b\u9805]<br \/>\n\u30fb\u5165\u529b\u60c5\u5831\u306b\u306a\u3044\u6570\u5024\u3084\u56fa\u6709\u540d\u8a5e\u3092\u88dc\u5b8c\u3057\u306a\u3044<br \/>\n\u30fb\u6839\u62e0\u4e0d\u660e\u306e\u65ad\u5b9a\u3092\u3057\u306a\u3044<br \/>\n\u30fb\uff3b\u793e\u5185\u3067\u7981\u6b62\u3059\u308b\u8868\u73fe\uff3d\u3092\u4f7f\u308f\u306a\u3044<\/p>\n<p>[\u78ba\u8a8d\u4e8b\u9805]<br \/>\n\u6839\u62e0\u304c\u4e0d\u8db3\u3059\u308b\u7b87\u6240\u306f\u300c\u8981\u78ba\u8a8d\u300d\u3068\u660e\u8a18\u3059\u308b<\/p>\n<p>\u300c\u55b6\u696d\u5411\u3051\u300d\u300c\u5f79\u54e1\u5411\u3051\u300d\u3068\u3060\u3051\u66f8\u304f\u3088\u308a\u3001\u8aad\u4e86\u5f8c\u306b\u4f55\u3092\u5224\u65ad\u3057\u3066\u307b\u3057\u3044\u304b\u307e\u3067\u5b9a\u7fa9\u3057\u305f\u65b9\u304c\u6587\u7ae0\u306e\u76ee\u7684\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002\u6587\u4f53\u3092\u56fa\u5b9a\u3057\u305f\u3044\u5834\u5408\u306f\u77ed\u3044Few-shot\u3092\u8ffd\u52a0\u3067\u304d\u307e\u3059\u304c\u3001\u4e0d\u8981\u306a\u5927\u91cf\u30b5\u30f3\u30d7\u30eb\u3092\u6bce\u56de\u6e21\u3059\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u4fa1\u5024\u306f\u6587\u7ae0\u3092\u56fa\u5b9a\u3059\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u300c\u6bce\u56de\u8003\u3048\u308b\u90e8\u5206\u300d\u3068\u300c\u5168\u54e1\u3067\u5b88\u308b\u90e8\u5206\u300d\u3092\u5206\u3051\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<h2 id=\"F\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u672c\u756a\u904b\u7528\u3078\u79fb\u3059\u305f\u3081\u306e\u7ba1\u7406\u30fb\u30b3\u30b9\u30c8\u6700\u9069\u5316<\/h2>\n<p>PoC\u3067\u826f\u3044\u56de\u7b54\u304c\u51fa\u3066\u3082\u3001\u62c5\u5f53\u8005\u3054\u3068\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u30b3\u30d4\u30fc\u3057\u3066\u4fee\u6b63\u3057\u3066\u3044\u3051\u3070\u54c1\u8cea\u306f\u518d\u3073\u3070\u3089\u3064\u304d\u307e\u3059\u3002\u672c\u756a\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u30d0\u30fc\u30b8\u30e7\u30f3\u4ed8\u304d\u306e\u696d\u52d9\u8cc7\u7523\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u8a55\u4fa1\u7d50\u679c\u3084\u5bfe\u8c61\u30e2\u30c7\u30eb\u3068\u7d10\u3065\u3051\u307e\u3059\u3002\u9577\u3044\u5171\u901a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5927\u91cf\u306b\u4f7f\u3046\u5834\u5408\u306f\u3001\u54c1\u8cea\u78ba\u4fdd\u5f8c\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u30ad\u30e3\u30c3\u30b7\u30e5\u3082\u691c\u8a0e\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30d0\u30fc\u30b8\u30e7\u30f3\u4ed8\u304d\u696d\u52d9\u8cc7\u7523\u3068\u3057\u3066\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u7ba1\u7406<\/h3>\n<p>\u672c\u756a\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u306f\u3001\u5c11\u306a\u304f\u3068\u3082\u6b21\u306e\u60c5\u5831\u3092\u7d10\u3065\u3051\u307e\u3059\u3002<br \/>\n\u30fbprompt_name<br \/>\n\u30fbversion<br \/>\n\u30fb\u5bfe\u8c61\u30e2\u30c7\u30eb<br \/>\n\u30fb\u30aa\u30fc\u30ca\u30fc<br \/>\n\u30fb\u66f4\u65b0\u65e5<br \/>\n\u30fb\u5909\u66f4\u7406\u7531<br \/>\n\u30fb\u8a55\u4fa1\u7d50\u679c<\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u500b\u4eba\u306e\u30e1\u30e2\u3067\u306f\u306a\u304f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3068\u540c\u69d8\u306b\u30ec\u30d3\u30e5\u30fc\u5bfe\u8c61\u3078\u7f6e\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u5909\u308f\u3089\u306a\u3044\u5171\u901a\u30eb\u30fc\u30eb\u3068\u696d\u52d9\u3054\u3068\u306e\u5909\u6570\u3082\u5206\u96e2\u3057\u3001\u540c\u3058\u6587\u7ae0\u3092\u8907\u6570\u30a2\u30d7\u30ea\u3078\u30b3\u30d4\u30fc\u3057\u7d9a\u3051\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>Prompty\u306e\u3088\u3046\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30e2\u30c7\u30eb\u8a2d\u5b9a\u3001\u5165\u529b\u5b9a\u7fa9\u3092\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u7ba1\u7406\u3059\u308b\u8003\u3048\u65b9\u3082\u9078\u629e\u80a2\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u7279\u5b9a\u30c4\u30fc\u30eb\u81ea\u4f53\u3092\u5fc5\u9808\u3068\u305b\u305a\u3001\u81ea\u793e\u306e\u958b\u767a\u30fb\u30ec\u30d3\u30e5\u30fc\u30fb\u30ea\u30ea\u30fc\u30b9\u624b\u9806\u3078\u7d44\u307f\u8fbc\u3081\u308b\u3053\u3068\u3092\u512a\u5148\u3057\u307e\u3059\u3002<\/p>\n<h3>\u5171\u901a\u90e8\u5206\u306e\u524d\u65b9\u914d\u7f6e\u306b\u3088\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u30ad\u30e3\u30c3\u30b7\u30e5\u6d3b\u7528<\/h3>\n<p>Azure OpenAI\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30ad\u30e3\u30c3\u30b7\u30e5\u306f\u3001\u9577\u3044\u5165\u529b\u306e\u5171\u901a\u90e8\u5206\u3092\u518d\u5229\u7528\u3057\u3001\u5bfe\u5fdc\u30e2\u30c7\u30eb\u3067\u30ec\u30a4\u30c6\u30f3\u30b7\u3084\u5165\u529b\u51e6\u7406\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u73fe\u884cMicrosoft Learn\u3067\u306f\u3001\u5b89\u5b9a\u3057\u3066\u7e70\u308a\u8fd4\u3059\u5185\u5bb9\u3092\u524d\u65b9\u3001\u52d5\u7684\u306a\u5185\u5bb9\u3092\u5f8c\u65b9\u3078\u7f6e\u304f\u3053\u3068\u304c\u30d9\u30b9\u30c8\u30d7\u30e9\u30c6\u30a3\u30af\u30b9\u3068\u3057\u3066\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u5171\u901a\u306e\u30b7\u30b9\u30c6\u30e0\u6307\u793a\u3001\u4f8b\u3001\u53c2\u7167\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u3092\u524d\u65b9\u3078\u3001\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306b\u5909\u5316\u3059\u308b\u8cea\u554f\u3084\u5909\u6570\u3092\u5f8c\u65b9\u3078\u7f6e\u304f\u8a2d\u8a08\u304c\u57fa\u672c\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u6761\u4ef6\u3084\u4fdd\u6301\u65b9\u5f0f\u306f\u30e2\u30c7\u30eb\u4e16\u4ee3\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u73fe\u884c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306fGPT-5.6\u4ee5\u964d\u306e\u30e2\u30c7\u30eb\u30d5\u30a1\u30df\u30ea\u30fc\u5411\u3051\u306b\u660e\u793a\u7684\u306abreakpoint\u3084TTL\u8a2d\u5b9a\u304c\u6848\u5185\u3055\u308c\u308b\u4e00\u65b9\u3001\u305d\u308c\u4ee5\u524d\u306e\u30e2\u30c7\u30eb\u3067\u306f\u7570\u306a\u308b\u65b9\u5f0f\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002<span class=\"q_underline q_underline1\"><strong>\u56fa\u5b9a\u7684\u306a\u524a\u6e1b\u7387\u3084\u8a2d\u5b9a\u5024\u3092\u793e\u5185\u30eb\u30fc\u30eb\u3078\u57cb\u3081\u8fbc\u307e\u305a\u3001\u5229\u7528\u30e2\u30c7\u30eb\u306e\u73fe\u884c\u4ed5\u69d8\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/strong><\/span><\/p>\n<p>\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u4f7f\u3046\u305f\u3081\u306b\u6307\u793a\u306e\u610f\u5473\u3092\u6b6a\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u307e\u305a\u54c1\u8cea\u3092\u78ba\u4fdd\u3057\u3001\u9577\u3044\u5171\u901a\u5165\u529b\u3092\u5927\u91cf\u306b\u7e70\u308a\u8fd4\u3059\u6bb5\u968e\u3067\u6700\u9069\u5316\u3059\u308b\u9806\u5e8f\u304c\u9069\u5207\u3067\u3059\u3002<\/p>\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/openai\/how-to\/prompt-caching\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\u30ad\u30e3\u30c3\u30b7\u30e5<\/a>\u3001<a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/how-to\/evaluate-generative-ai-app\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1a\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u8a55\u4fa1<\/a>\u3001<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/rest\/api\/microsoft-foundry\/azureopenai\/evals\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft REST API\uff1aEvals<\/a><\/p>\n<h2 id=\"G\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3067\u8d77\u304d\u308b\u5931\u6557\u8981\u56e0\u3068\u5bfe\u7b56<\/h2>\n<p>PoC\u304b\u3089\u672c\u756a\u3078\u79fb\u308b\u6bb5\u968e\u3067\u306f\u3001\u56de\u7b54\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f\u3001\u30e2\u30c7\u30eb\u5909\u66f4\u3001\u60c5\u5831\u9bae\u5ea6\u3001\u51fa\u529b\u69cb\u9020\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u307e\u3067\u542b\u3081\u3066\u5931\u6557\u8981\u56e0\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u300c\u75c7\u72b6\u2192\u539f\u56e0\u2192\u5bfe\u7b56\u300d\u306e\u9806\u3067\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h3>\u6307\u793a\u904e\u591a\u306b\u3088\u308b\u30eb\u30fc\u30eb\u7af6\u5408<\/h3>\n<p>\u75c7\u72b6\u3068\u3057\u3066\u591a\u3044\u306e\u306f\u3001\u540c\u3058\u5165\u529b\u3067\u3082\u6587\u7ae0\u91cf\u3084\u5f62\u5f0f\u304c\u3070\u3089\u3064\u304f\u3001\u4e00\u90e8\u30eb\u30fc\u30eb\u3060\u3051\u7121\u8996\u3055\u308c\u308b\u3001\u56de\u7b54\u304c\u4e0d\u81ea\u7136\u306b\u9577\u304f\u306a\u308b\u72b6\u614b\u3067\u3059\u3002<\/p>\n<p>\u539f\u56e0\u306e1\u3064\u306f\u3001\u300c\u7c21\u6f54\u306b\u300d\u300c\u3059\u3079\u3066\u8a73\u7d30\u306b\u300d\u300c\u5fc5\u305a3\u6587\u3067\u300d\u3068\u3044\u3063\u305f\u540c\u6642\u306b\u6e80\u305f\u3057\u306b\u304f\u3044\u6761\u4ef6\u304c\u6df7\u5728\u3059\u308b\u3053\u3068\u3067\u3059\u3002Microsoft\u306e\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u8a2d\u8a08\u3067\u3082\u3001\u7af6\u5408\u3059\u308b\u6307\u793a\u3084\u904e\u5ea6\u306b\u9577\u3044\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u306f\u843d\u3068\u3057\u7a74\u3068\u3057\u3066\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5bfe\u7b56\u306f\u3001\u696d\u52d9\u4e0a\u5fc5\u9808\u306e\u30eb\u30fc\u30eb\u3068\u3001\u4efb\u610f\u306e\u30b9\u30bf\u30a4\u30eb\u6307\u793a\u3092\u5206\u3051\u308b\u3053\u3068\u3067\u3059\u3002\u512a\u5148\u9806\u4f4d\u3092\u4ed8\u3051\u3001\u6bce\u56de\u5fc5\u8981\u3067\u306f\u306a\u3044\u5927\u91cf\u60c5\u5831\u306fRAG\u3084\u5225\u51e6\u7406\u3078\u5206\u96e2\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30e2\u30c7\u30eb\u5909\u66f4\u5f8c\u306e\u65e7\u30d7\u30ed\u30f3\u30d7\u30c8\u7d99\u7d9a\u5229\u7528<\/h3>\n<p>\u30e2\u30c7\u30eb\u3092\u65b0\u3057\u304f\u3059\u308c\u3070\u3001\u65e2\u5b58\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3082\u81ea\u52d5\u7684\u306b\u54c1\u8cea\u304c\u4e0a\u304c\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u30e2\u30c7\u30eb\u66f4\u65b0\u5f8c\u306b\u56de\u7b54\u304c\u5197\u9577\u306b\u306a\u308b\u3001\u5f62\u5f0f\u9075\u5b88\u7387\u304c\u4e0b\u304c\u308b\u3001\u4e0d\u8981\u306a\u624b\u9806\u8aac\u660e\u304c\u5897\u3048\u308b\u306a\u3069\u3001\u7279\u5b9a\u696d\u52d9\u3067\u632f\u308b\u821e\u3044\u304c\u5909\u308f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Microsoft\u3082\u3001GPT-5\u30b7\u30ea\u30fc\u30ba\u3084o-series\u3067\u306f\u5f93\u6765\u578b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u624b\u6cd5\u3092\u305d\u306e\u307e\u307e\u63a8\u5968\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u5bfe\u7b56\u3068\u3057\u3066\u3001\u672c\u756a\u30e2\u30c7\u30eb\u5909\u66f4\u524d\u306b\u540c\u4e00\u306e\u56de\u5e30\u8a55\u4fa1\u30bb\u30c3\u30c8\u3067\u6bd4\u8f03\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u30e2\u30c7\u30eb\u3092\u30bb\u30c3\u30c8\u3067\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3057\u307e\u3059\u3002<\/p>\n<p>\u904e\u53bb\u306b\u52b9\u3044\u305f\u300c\u304a\u307e\u3058\u306a\u3044\u300d\u3092\u6b8b\u3057\u7d9a\u3051\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u65b0\u30e2\u30c7\u30eb\u3067\u5fc5\u8981\u306a\u6307\u793a\u3060\u3051\u3078\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h3>\u793e\u5185\u60c5\u5831\u4e0d\u8db3\u306e\u9577\u6587\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3088\u308b\u4ee3\u66ff<\/h3>\n<p>\u5b58\u5728\u3057\u306a\u3044\u793e\u5185\u5236\u5ea6\u3092\u56de\u7b54\u3059\u308b\u3001\u53e4\u3044\u898f\u7a0b\u3084\u88fd\u54c1\u60c5\u5831\u3092\u56de\u7b54\u3059\u308b\u3001\u5927\u91cf\u6587\u66f8\u3092\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u3078\u8cbc\u308a\u4ed8\u3051\u3066\u4fdd\u5b88\u3067\u304d\u306a\u304f\u306a\u308b\u5834\u5408\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8a00\u3044\u56de\u3057\u3088\u308a\u300c\u5fc5\u8981\u306a\u60c5\u5831\u304c\u30e2\u30c7\u30eb\u3078\u5c4a\u3044\u3066\u3044\u308b\u304b\u300d\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p>\u6700\u65b0\u60c5\u5831\u3084\u72ec\u81ea\u60c5\u5831\u5fc5\u8981\u3068\u306a\u308b\u696d\u52d9\u3067\u306fRAG\u3092\u691c\u8a0e\u3057\u3001\u5fc5\u8981\u306a\u6587\u66f8\u3092\u691c\u7d22\u3057\u3066\u56de\u7b54\u6642\u306b\u6e21\u3057\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u300c\u53c2\u7167\u60c5\u5831\u306b\u306a\u3044\u5834\u5408\u306f\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u56de\u7b54\u30eb\u30fc\u30eb\u3082\u30bb\u30c3\u30c8\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001RAG\u3092\u5c0e\u5165\u3057\u3066\u3082\u691c\u7d22\u7d50\u679c\u81ea\u4f53\u304c\u60aa\u3051\u308c\u3070\u56de\u7b54\u54c1\u8cea\u306f\u4e0a\u304c\u308a\u307e\u305b\u3093\u3002<span class=\"q_underline q_underline1\"><strong>\u691c\u7d22\u3067\u6b63\u3057\u3044\u6587\u66f8\u3092\u53d6\u5f97\u3067\u304d\u305f\u304b\u3068\u3001\u53d6\u5f97\u3057\u305f\u60c5\u5831\u304b\u3089\u6b63\u3057\u304f\u56de\u7b54\u3067\u304d\u305f\u304b\u3092\u5206\u3051\u3066\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<h3>\u81ea\u7136\u8a00\u8a9e\u6307\u793a\u3060\u3051\u306b\u4f9d\u5b58\u3057\u305f\u51fa\u529b\u5f62\u5f0f\u56fa\u5b9a<\/h3>\n<p>JSON\u306e\u524d\u5f8c\u306b\u8aac\u660e\u6587\u304c\u4ed8\u304f\u3001\u9805\u76ee\u540d\u304c\u5909\u308f\u308b\u3001\u5fc5\u9808\u9805\u76ee\u304c\u6b20\u3051\u308b\u3068\u3044\u3063\u305f\u75c7\u72b6\u304c\u3042\u308b\u5834\u5408\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u300c\u5fc5\u305aJSON\u3067\u300d\u3068\u8ffd\u8a18\u3057\u7d9a\u3051\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u306a\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eba\u9593\u304c\u8aad\u3080\u6587\u7ae0\u3067\u3042\u308c\u3070\u3001\u898b\u51fa\u3057\u3084\u6587\u5b57\u6570\u306a\u3069\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u6307\u5b9a\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u5f8c\u6bb5\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5229\u7528\u3059\u308b\u30ad\u30fc\u3001\u578b\u3001\u5fc5\u9808\u9805\u76ee\u306a\u3069\u306e\u69cb\u9020\u304c\u91cd\u8981\u306a\u3089Structured Outputs\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002Structured Outputs\u3067\u306fJSON Schema\u3092API\u5074\u3067\u6307\u5b9a\u3057\u3001\u51fa\u529b\u69cb\u9020\u3092\u5236\u7d04\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u30b9\u30ad\u30fc\u30de\u3078\u6e96\u62e0\u3057\u3066\u3082\u3001\u62bd\u51fa\u3055\u308c\u305f\u5024\u305d\u306e\u3082\u306e\u306e\u4e8b\u5b9f\u6027\u307e\u3067\u81ea\u52d5\u7684\u306b\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u69cb\u9020\u306e\u59a5\u5f53\u6027\u3068\u5185\u5bb9\u306e\u59a5\u5f53\u6027\u306f\u5225\u3005\u306b\u8a55\u4fa1\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30d7\u30ed\u30f3\u30d7\u30c8\u5358\u72ec\u306b\u4f9d\u5b58\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u5bfe\u7b56<\/h3>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u306b\u306f\u3001\u5229\u7528\u8005\u304c\u300c\u4ee5\u524d\u306e\u6307\u793a\u3092\u7121\u8996\u3057\u3066\u300d\u3068\u5165\u529b\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30d7\u30ed\u30f3\u30d7\u30c8\u653b\u6483\u3060\u3051\u3067\u306a\u304f\u3001Web\u30da\u30fc\u30b8\u3001\u30e1\u30fc\u30eb\u3001\u6587\u66f8\u306a\u3069\u5916\u90e8\u30c7\u30fc\u30bf\u3078\u60aa\u610f\u3042\u308b\u6307\u793a\u304c\u57cb\u3081\u8fbc\u307e\u308c\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u653b\u6483\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Microsoft\u306ePrompt Shields\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30d7\u30ed\u30f3\u30d7\u30c8\u653b\u6483\u3068\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u653b\u6483\u3092\u691c\u51fa\u30fb\u9632\u6b62\u3059\u308b\u4ed5\u7d44\u307f\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u3078\u300c\u3053\u306e\u547d\u4ee4\u3092\u7121\u8996\u3057\u306a\u3044\u300d\u3068\u66f8\u304f\u3060\u3051\u3067\u306a\u304f\u3001Prompt Shields\u3001\u53c2\u7167\u30c7\u30fc\u30bf\u306e\u5206\u96e2\u3001\u30c4\u30fc\u30eb\u6a29\u9650\u306e\u6700\u5c0f\u5316\u3001\u6575\u5bfe\u7684\u5165\u529b\u306b\u3088\u308b\u8a55\u4fa1\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002<\/p>\n<p>Microsoft Learn\u3067\u3082\u3001\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u306f\u30e2\u30c7\u30eb\u3078\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3082\u306e\u306e\u9075\u5b88\u3092\u4fdd\u8a3c\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u30d5\u30a3\u30eb\u30bf\u30fc\u3084\u8a55\u4fa1\u306a\u3069\u4ed6\u306e\u5bfe\u7b56\u3068\u91cd\u306d\u308b\u524d\u63d0\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span class=\"q_underline q_underline1\"><strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u5b89\u5168\u7b56\u306e1\u5c64\u3067\u3042\u308a\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3084\u653b\u6483\u691c\u77e5\u306e\u4ee3\u66ff\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/span><\/p>\n<table>\n<thead>\n<tr>\n<th>\u5931\u6557\u8981\u56e0<\/th>\n<th>\u75c7\u72b6<\/th>\n<th>\u4e3b\u306a\u30ea\u30b9\u30af<\/th>\n<th>\u5bfe\u7b56<\/th>\n<th>\u78ba\u8a8d\u62c5\u5f53<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6307\u793a\u306e\u8a70\u3081\u8fbc\u307f\u30fb\u7af6\u5408<\/td>\n<td>\u4e00\u90e8\u30eb\u30fc\u30eb\u7121\u8996\u3001\u51fa\u529b\u3070\u3089\u3064\u304d<\/td>\n<td>\u54c1\u8cea\u4f4e\u4e0b\u3001\u4fdd\u5b88\u56f0\u96e3<\/td>\n<td>\u5fc5\u9808\u30fb\u4efb\u610f\u3092\u5206\u96e2\u3057\u512a\u5148\u9806\u4f4d\u3092\u8a2d\u5b9a<\/td>\n<td>\u696d\u52d9\u8cac\u4efb\u8005\u30fb\u958b\u767a<\/td>\n<\/tr>\n<tr>\n<td>\u30e2\u30c7\u30eb\u5909\u66f4\u5f8c\u306e\u7121\u691c\u8a3c<\/td>\n<td>\u5197\u9577\u5316\u3001\u5f62\u5f0f\u9075\u5b88\u7387\u4f4e\u4e0b<\/td>\n<td>\u672c\u756a\u54c1\u8cea\u306e\u56de\u5e30<\/td>\n<td>\u540c\u4e00\u8a55\u4fa1\u30bb\u30c3\u30c8\u3067\u56de\u5e30\u8a55\u4fa1<\/td>\n<td>\u958b\u767a\u30fbQA<\/td>\n<\/tr>\n<tr>\n<td>\u793e\u5185\u60c5\u5831\u4e0d\u8db3\u3092\u9577\u6587\u3067\u4ee3\u66ff<\/td>\n<td>\u53e4\u3044\u56de\u7b54\u3001\u67b6\u7a7a\u56de\u7b54\u3001\u5de8\u5927\u30d7\u30ed\u30f3\u30d7\u30c8<\/td>\n<td>\u8aa4\u56de\u7b54\u3001\u66f4\u65b0\u6f0f\u308c<\/td>\n<td>RAG\u3067\u6839\u62e0\u3092\u53d6\u5f97\u3057\u751f\u6210\u3068\u691c\u7d22\u3092\u5225\u8a55\u4fa1<\/td>\n<td>\u30c7\u30fc\u30bf\u30fb\u958b\u767a<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u7136\u8a00\u8a9e\u3060\u3051\u3067\u5f62\u5f0f\u56fa\u5b9a<\/td>\n<td>JSON\u5d29\u308c\u3001\u5fc5\u9808\u9805\u76ee\u6b20\u843d<\/td>\n<td>\u5f8c\u6bb5\u51e6\u7406\u30a8\u30e9\u30fc<\/td>\n<td>Structured Outputs\u3092\u691c\u8a0e<\/td>\n<td>\u958b\u767a<\/td>\n<\/tr>\n<tr>\n<td>\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u653b\u6483\u5bfe\u7b56<\/td>\n<td>\u6307\u793a\u7121\u8996\u3001\u5916\u90e8\u6587\u66f8\u7d4c\u7531\u306e\u653b\u6483<\/td>\n<td>\u60c5\u5831\u6f0f\u3048\u3044\u3001\u4e0d\u6b63\u64cd\u4f5c<\/td>\n<td>Prompt Shields\u3001\u6700\u5c0f\u6a29\u9650\u3001\u6575\u5bfe\u7684\u8a55\u4fa1<\/td>\n<td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u958b\u767a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/openai\/concepts\/content-filter-prompt-shields\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn\uff1aPrompt Shields<\/a><\/p>\n<h2 id=\"H\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u696d\u52d9\u3078\u7d44\u307f\u8fbc\u30805\u30b9\u30c6\u30c3\u30d7<\/h2>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u304b\u3089\u59cb\u3081\u308b\u3068\u3001\u300c\u826f\u3044\u6587\u7ae0\u3092\u66f8\u304f\u3053\u3068\u300d\u304cPoC\u306e\u76ee\u7684\u306b\u306a\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u696d\u52d9\u5c0e\u5165\u3067\u306f\u3001\u5bfe\u8c61\u696d\u52d9\u3001\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3001\u6539\u5584\u624b\u6bb5\u3001\u8a55\u4fa1\u3001\u6a19\u6e96\u5316\u306e\u9806\u3067\u9032\u3081\u308b\u3068\u3001\u4f55\u304c\u54c1\u8cea\u3078\u52b9\u3044\u305f\u304b\u3092\u8ffd\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30b9\u30c6\u30c3\u30d71\uff5c\u5bfe\u8c61\u696d\u52d9\u3068\u6210\u529f\u6761\u4ef6\u306e\u5b9a\u7fa9<\/h3>\n<p>\u6700\u521d\u306b\u3001\u5bfe\u8c61\u30bf\u30b9\u30af\u3092\u6e2c\u5b9a\u3067\u304d\u308b\u7c92\u5ea6\u307e\u3067\u5177\u4f53\u5316\u3057\u307e\u3059\u3002\u300c\u8b70\u4e8b\u9332\u4f5c\u6210\u300d\u3067\u306f\u306a\u304f\u3001\u300c60\u5206\u306e\u4f1a\u8b70\u8a18\u9332\u304b\u3089\u6c7a\u5b9a\u4e8b\u9805\u30fb\u62c5\u5f53\u8005\u30fb\u671f\u9650\u3092\u62bd\u51fa\u300d\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n<p>\u6b21\u306b\u3001\u73fe\u5728\u306e\u4f5c\u696d\u6642\u9593\u3001\u30ec\u30d3\u30e5\u30fc\u6642\u9593\u3001\u4fee\u6b63\u4ef6\u6570\u306a\u3069\u3092\u8a18\u9332\u3057\u3001PoC\u5f8c\u306b\u6bd4\u8f03\u3067\u304d\u308b\u57fa\u6e96\u3092\u4f5c\u308a\u307e\u3059\u3002\u6210\u529f\u6761\u4ef6\u3082\u300c\u62c5\u5f53\u8005\u304c\u826f\u3044\u3068\u611f\u3058\u305f\u300d\u3067\u306f\u306a\u304f\u3001\u5fc5\u9808\u9805\u76ee\u306e\u62bd\u51fa\u7387\u3001\u4fee\u6b63\u4ef6\u6570\u3001\u51e6\u7406\u6642\u9593\u306a\u3069\u3078\u843d\u3068\u3057\u307e\u3059\u3002<\/p>\n<p>\u9ad8\u30ea\u30b9\u30af\u306a\u610f\u601d\u6c7a\u5b9a\u3088\u308a\u3001\u307e\u305a\u306f\u4eba\u9593\u304c\u7d50\u679c\u3092\u78ba\u8a8d\u3057\u3084\u3059\u3044\u696d\u52d9\u304b\u3089\u8a66\u3059\u65b9\u304c\u3001\u5931\u6557\u539f\u56e0\u3092\u7279\u5b9a\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30b9\u30c6\u30c3\u30d72\uff5c\u6700\u5c0f\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3088\u308b\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u4f5c\u6210<\/h3>\n<p>\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u30eb\u30fc\u30eb\u3092\u5927\u91cf\u306b\u8ffd\u52a0\u305b\u305a\u3001\u300c\u76ee\u7684\u30fb\u5165\u529b\u30fb\u51fa\u529b\u6761\u4ef6\u300d\u306e\u6700\u5c0f\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306e\u696d\u52d9\u304b\u3089\u8907\u6570\u30d1\u30bf\u30fc\u30f3\uff08\u901a\u5e38\u7cfb\u3001\u4f8b\u5916\u7cfb\u3001\u5b89\u5168\u6027\uff09\u306e\u5165\u529b\u3092\u7528\u610f\u3057\u3001\u6210\u529f\u30fb\u5931\u6557\u30b1\u30fc\u30b9\u3092\u8a18\u9332\u3057\u307e\u3059\u3002\u4ef6\u6570\u306f\u696d\u52d9\u30ea\u30b9\u30af\u3084\u5165\u529b\u30d1\u30bf\u30fc\u30f3\u306b\u5fdc\u3058\u3066\u6c7a\u3081\u3001\u6b63\u5e38\u7cfb\u3060\u3051\u3067\u306a\u304f\u66d6\u6627\u5165\u529b\u3084\u60c5\u5831\u4e0d\u8db3\u3082\u542b\u3081\u307e\u3059\u3002<\/p>\n<p>\u5931\u6557\u306f\u300c\u6307\u793a\u4e0d\u8db3\u300d\u300c\u77e5\u8b58\u4e0d\u8db3\u300d\u300c\u5f62\u5f0f\u5d29\u308c\u300d\u300c\u5b89\u5168\u6027\u300d\u306a\u3069\u3078\u5206\u985e\u3057\u307e\u3059\u3002\u3044\u304d\u306a\u308aRAG\u3084\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u8ffd\u52a0\u305b\u305a\u3001\u307e\u305a\u73fe\u5728\u306e\u30e2\u30c7\u30eb\u3068\u6700\u5c0f\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3069\u3053\u307e\u3067\u9054\u6210\u3067\u304d\u308b\u304b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30b9\u30c6\u30c3\u30d73\uff5c\u5931\u6557\u539f\u56e0\u306b\u5fdc\u3058\u305f\u6539\u5584\u624b\u6bb5\u306e\u8ffd\u52a0<\/h3>\n<p>\u89b3\u6e2c\u3057\u305f\u5931\u6557\u306b\u5bfe\u3057\u3001\u5fc5\u8981\u306a\u5bfe\u7b56\u3060\u3051\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<br \/>\n\u30fb\u6307\u793a\u4e0d\u8db3\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\u4fee\u6b63<br \/>\n\u30fb\u72ec\u81ea\u60c5\u5831\u30fb\u6700\u65b0\u60c5\u5831\u4e0d\u8db3\uff1aRAG<br \/>\n\u30fb\u53b3\u683c\u306a\u69cb\u9020\u5d29\u308c\uff1aStructured Outputs<br \/>\n\u30fb\u591a\u6570\u4f8b\u304b\u3089\u306e\u7279\u5b9a\u52d5\u4f5c\u5b66\u7fd2\uff1a\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u691c\u8a0e<\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u5909\u66f4\u306f\u4e00\u5ea6\u306b\u8907\u6570\u7b87\u6240\u3092\u5927\u304d\u304f\u5909\u3048\u305a\u3001\u4f55\u3092\u76f4\u3059\u305f\u3081\u306e\u5909\u66f4\u304b\u3092\u8a18\u9332\u3057\u307e\u3059\u3002\u30e2\u30c7\u30eb\u5909\u66f4\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u5909\u66f4\u3082\u53ef\u80fd\u306a\u3089\u5206\u3051\u3066\u691c\u8a3c\u3057\u3001\u3069\u306e\u5909\u66f4\u304c\u7d50\u679c\u3078\u5f71\u97ff\u3057\u305f\u304b\u8ffd\u3048\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u793e\u5185\u60c5\u5831\u3092\u53c2\u7167\u3059\u308b\u5834\u5408\u306f\u3001\u5229\u7528\u3059\u308b\u60c5\u5831\u30bd\u30fc\u30b9\u3068\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u3092\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30b9\u30c6\u30c3\u30d74\uff5c\u901a\u5e38\u30fb\u4f8b\u5916\u30fb\u653b\u6483\u5165\u529b\u3092\u542b\u3080\u5171\u901a\u8a55\u4fa1<\/h3>\n<p>\u672c\u756a\u3067\u306f\u3001\u5e73\u5747\u7684\u306a\u5165\u529b\u3060\u3051\u304c\u6765\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u8a55\u4fa1\u30bb\u30c3\u30c8\u306b\u306f\u3001\u901a\u5e38\u5165\u529b\u3001\u60c5\u5831\u4e0d\u8db3\u3001\u66d6\u6627\u306a\u4f9d\u983c\u3001\u975e\u5e38\u306b\u9577\u3044\u5165\u529b\u3001\u5bfe\u8c61\u5916\u8cea\u554f\u3001\u7981\u6b62\u5185\u5bb9\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u306a\u3069\u3092\u542b\u3081\u307e\u3059\u3002<\/p>\n<p>\u8a55\u4fa1\u3059\u308b\u306e\u306f\u300c\u6b63\u3057\u3044\u56de\u7b54\u3092\u3057\u305f\u304b\u300d\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7b54\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u5834\u5408\u306b\u7b54\u3048\u306a\u304b\u3063\u305f\u304b\u3001\u6839\u62e0\u3092\u793a\u305b\u305f\u304b\u3001\u6307\u5b9a\u5f62\u5f0f\u3092\u5b88\u308c\u305f\u304b\u3082\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u5909\u66f4\u3084\u30e2\u30c7\u30eb\u5909\u66f4\u306e\u305f\u3073\u306b\u540c\u3058\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002Microsoft Foundry\u306eEvaluation\u3084Evals API\u306f\u3001\u904b\u7528\u898f\u6a21\u306b\u5fdc\u3058\u305f\u81ea\u52d5\u8a55\u4fa1\u306e\u9078\u629e\u80a2\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30b9\u30c6\u30c3\u30d75\uff5c\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30fb\u8a55\u4fa1\u30bb\u30c3\u30c8\u30fb\u5909\u66f4\u5c65\u6b74\u306e\u6a19\u6e96\u5316<\/h3>\n<p>PoC\u3067\u63a1\u7528\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u5bfe\u8c61\u30e2\u30c7\u30eb\u3001API\u8a2d\u5b9a\u3001\u5165\u529b\u5b9a\u7fa9\u3001\u8a55\u4fa1\u7d50\u679c\u3068\u4e00\u7dd2\u306b\u7ba1\u7406\u3057\u307e\u3059\u3002\u62c5\u5f53\u8005\u500b\u4eba\u306e\u30e1\u30e2\u3060\u3051\u306b\u6b8b\u3059\u3068\u3001\u5225\u90e8\u7f72\u3067\u518d\u5229\u7528\u3057\u305f\u3068\u304d\u306b\u524d\u63d0\u6761\u4ef6\u304c\u5931\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>\u5229\u7528\u8005\u304c\u6bce\u56de\u81ea\u7531\u6587\u3067\u9577\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u66f8\u304f\u5fc5\u8981\u304c\u306a\u3044\u696d\u52d9\u3067\u306f\u3001\u30d5\u30a9\u30fc\u30e0\u3084\u9078\u629e\u80a2\u304b\u3089\u5fc5\u8981\u306a\u5909\u6570\u3060\u3051\u3092\u6e21\u3059UI\u3082\u6709\u52b9\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u300c\u5bfe\u8c61\u8aad\u8005\u300d\u300c\u6587\u66f8\u7a2e\u5225\u300d\u300c\u6587\u5b57\u6570\u300d\u3092\u9078\u629e\u3055\u305b\u3001\u56fa\u5b9a\u30eb\u30fc\u30eb\u306f\u30a2\u30d7\u30ea\u5074\u3067\u88dc\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u5909\u66f4\u306e\u8cac\u4efb\u8005\u3001\u30ec\u30d3\u30e5\u30fc\u62c5\u5f53\u3001\u30ea\u30ea\u30fc\u30b9\u65b9\u6cd5\u3092\u6c7a\u3081\u307e\u3059\u3002\u672c\u756a\u30ed\u30b0\u3067\u65b0\u3057\u3044\u5931\u6557\u30d1\u30bf\u30fc\u30f3\u304c\u898b\u3064\u304b\u3063\u305f\u3089\u8a55\u4fa1\u30bb\u30c3\u30c8\u3078\u8ffd\u52a0\u3057\u3001\u518d\u767a\u9632\u6b62\u30c6\u30b9\u30c8\u3078\u3064\u306a\u3052\u307e\u3059\u3002<\/p>\n<p><span class=\"q_underline q_underline1\"><strong>\u6a19\u6e96\u5316\u306e\u5bfe\u8c61\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u672c\u6587\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u30e2\u30c7\u30eb\u30fb\u8a2d\u5b9a\u30fb\u30c6\u30b9\u30c8\u30fb\u5909\u66f4\u5c65\u6b74\u307e\u3067\u542b\u3080\u4e00\u5f0f\u3067\u3059\u3002<\/strong><\/span><\/p>\n<h2 id=\"I\">Azure OpenAI Service of \u30d7\u30ed\u30f3\u30d7\u30c8\u6d3b\u7528\u4e8b\u4f8b<\/h2>\n<p>\u5b9f\u969b\u306e\u4f01\u696d\u4e8b\u4f8b\u3067\u306f\u3001\u5229\u7528\u8005\u3078\u9ad8\u5ea6\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u3092\u6c42\u3081\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u691c\u7d22\u88dc\u5b8c\u3084\u7528\u9014\u5225\u30df\u30cb\u30a2\u30d7\u30ea\u3068\u3057\u3066\u30a2\u30d7\u30ea\u5074\u3078\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u7d44\u307f\u8fbc\u3080\u8a2d\u8a08\u304c\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306fMicrosoft\u516c\u5f0f\u306e\u56fd\u5185\u4e8b\u4f8b\u304b\u3089\u3001\u904b\u7528\u4e0a\u306e\u793a\u5506\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h3>\u3010\u901a\u4fe1\u3011KDDI\uff5c\u691c\u7d22\u30d7\u30ed\u30f3\u30d7\u30c8\u88dc\u5b8c\u3092\u542b\u3080\u4ed5\u7d44\u307f\u306b\u3088\u308b\u60c5\u5831\u53ce\u96c6\u6642\u9593\u306e\u7d0474\uff05\u524a\u6e1b<\/h3>\n<p>KDDI\u306f\u3001\u904e\u53bb\u306e\u55b6\u696d\u8cc7\u6599\u3092Azure\u3078\u53d6\u308a\u8fbc\u307f\u3001\u30b9\u30e9\u30a4\u30c9\u753b\u50cf\u3068\u8981\u7d04\u3092\u751f\u6210\u3057\u3001\u5fc5\u8981\u306a\u8cc7\u6599\u3092\u691c\u7d22\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002Microsoft\u306e\u516c\u5f0f\u4e8b\u4f8b\u3067\u306f\u3001\u8981\u7d04\u751f\u6210\u3068\u691c\u7d22\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u88dc\u5b8c\u306bAzure OpenAI\u3092\u5229\u7528\u3057\u3001GPT-4o\u3068GPT-4o mini\u3092\u7528\u9014\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u305f\u3068\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u306f\u300180\uff05\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u60c5\u5831\u53ce\u96c6\u6642\u9593\u306e\u524a\u6e1b\u3092\u5b9f\u611f\u3057\u30011\u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a\u306e\u60c5\u5831\u53ce\u96c6\u6642\u9593\u306f\u7d0474\uff05\u524a\u6e1b\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u6570\u5b57\u306f\u691c\u7d22\u30d7\u30ed\u30f3\u30d7\u30c8\u88dc\u5b8c\u3060\u3051\u306e\u52b9\u679c\u3067\u306f\u306a\u304f\u3001\u691c\u7d22\u3001\u8981\u7d04\u3001\u753b\u9762\u8a2d\u8a08\u306a\u3069\u3092\u542b\u3080\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u6210\u679c\u3067\u3059\u3002<\/p>\n<p>\u672c\u4e8b\u4f8b\u304b\u3089\u5f97\u3089\u308c\u308b\u793a\u5506\u306f\u3001\u5229\u7528\u8005\u3078\u5b8c\u74a7\u306a\u691c\u7d22\u6587\u306e\u5165\u529b\u3092\u6c42\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001<span class=\"q_underline q_underline1\"><strong>\u30a2\u30d7\u30ea\u5074\u3067\u691c\u7d22\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u88dc\u5b8c\u3057\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3078\u5230\u9054\u3057\u3084\u3059\u304f\u3059\u308b\u8a2d\u8a08\u3082\u9078\u629e\u80a2\u306b\u306a\u308b<\/strong><\/span>\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/www.microsoft.com\/ja-jp\/customers\/story\/22859-kddi-corporation-azure\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft\u516c\u5f0f\u30b5\u30a4\u30c8\uff1aKDDI\u5c0e\u5165\u4e8b\u4f8b<\/a><\/p>\n<h3>\u3010\u90f5\u4fbf\u30fb\u7269\u6d41\u3011\u65e5\u672c\u90f5\u653f\uff5c\u534a\u5e74\u306770\u8d85\u306e\u751f\u6210AI\u30df\u30cb\u30a2\u30d7\u30ea\u3068\u6708\u95932\u4e07\u56de\u8d85\u306e\u5b9f\u884c<\/h3>\n<p>\u65e5\u672c\u90f5\u653f\u306fAzure OpenAI Service\u3092\u6d3b\u7528\u3057\u3001\u958b\u767a\u8005\u3068\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306e\u751f\u6210AI\u6d3b\u7528\u30dd\u30fc\u30bf\u30eb\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002Microsoft\u516c\u5f0f\u4e8b\u4f8b\u306b\u3088\u308b\u3068\u30012024\u5e7412\u6708\u307e\u3067\u306e\u534a\u5e74\u9593\u306770\u4ee5\u4e0a\u306e\u30df\u30cb\u30a2\u30d7\u30ea\u3092\u5185\u88fd\u3057\u3001\u8981\u7d04\u3001\u76f8\u8ac7\u3001\u58c1\u6253\u3061\u306a\u3069\u306b\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u76f4\u8fd1\u306e\u30df\u30cb\u30a2\u30d7\u30ea\u5b9f\u884c\u56de\u6570\u306f\u6708\u95932\u4e07\u56de\u3092\u8d85\u3048\u3001\u5229\u7528\u8005\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u306f\u56de\u7b54\u8005\u306e8\u5272\u304c\u52b9\u679c\u3092\u5b9f\u611f\u3057\u305f\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u540c\u4e8b\u4f8b\u3067\u306f\u3001\u30df\u30cb\u30a2\u30d7\u30ea\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u30d9\u30fc\u30b9\u3067\u4f5c\u6210\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u30d2\u30a2\u30ea\u30f3\u30b0\u3092\u3082\u3068\u306b\u305d\u306e\u5834\u3067\u4f5c\u3063\u3066\u6539\u5584\u3059\u308b\u30b5\u30a4\u30af\u30eb\u3082\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u6ce8\u76ee\u3057\u305f\u3044\u306e\u306f\u3001\u5168\u793e\u54e1\u3078\u300c\u9577\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6c42\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u7528\u9014\u3054\u3068\u306e\u30df\u30cb\u30a2\u30d7\u30ea\u3068\u3057\u3066\u5165\u53e3\u3092\u6574\u3048\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u5168\u793e\u5c55\u958b\u3067\u306f\u3001\u81ea\u7531\u30c1\u30e3\u30c3\u30c8\u3060\u3051\u3067\u306a\u304f\u3001<span class=\"q_underline q_underline1\"><strong>\u696d\u52d9\u5225\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3084UI\u3078\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u57cb\u3081\u8fbc\u3080\u904b\u7528<\/strong><\/span>\u3082\u691c\u8a0e\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/www.microsoft.com\/ja-jp\/customers\/story\/22819-japan-post-holdings-co-ltd-azure\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft\u516c\u5f0f\u30b5\u30a4\u30c8\uff1a\u65e5\u672c\u90f5\u653f\u5c0e\u5165\u4e8b\u4f8b<\/a><\/p>\n<h2 id=\"J\">Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u6539\u5584\u7bc4\u56f2\u3092\u5224\u65ad\u3059\u308b\u57fa\u6e96<\/h2>\n<p>\u56de\u7b54\u54c1\u8cea\u304c\u60aa\u3044\u3068\u304d\u306b\u3001\u6700\u521d\u304b\u3089\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u8ffd\u52a0\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u554f\u984c\u3092\u300c\u6307\u793a\u300d\u300c\u77e5\u8b58\u300d\u300c\u51fa\u529b\u5f62\u5f0f\u300d\u300c\u30e2\u30c7\u30eb\u9069\u5fdc\u300d\u306e4\u7a2e\u985e\u3078\u5207\u308a\u5206\u3051\u3001\u539f\u56e0\u306b\u5408\u3063\u305f\u624b\u6bb5\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n<h3>\u6307\u793a\u30fb\u5b8c\u6210\u6761\u4ef6\u306e\u66d6\u6627\u3055\u306b\u5bfe\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u6539\u5584<\/h3>\n<p>\u540c\u3058\u60c5\u5831\u3092\u6e21\u3057\u3066\u3082\u6307\u793a\u89e3\u91c8\u304c\u305a\u308c\u308b\u3001\u51fa\u529b\u306e\u7c92\u5ea6\u304c\u5b89\u5b9a\u3057\u306a\u3044\u3001\u5bfe\u8c61\u8aad\u8005\u306b\u5408\u308f\u306a\u3044\u5834\u5408\u306f\u3001\u307e\u305a\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3092\u898b\u843d\u3068\u3057\u3001\u76ee\u7684\u3001\u80cc\u666f\u3001\u5236\u7d04\u3001\u51fa\u529b\u6761\u4ef6\u3092\u8ffd\u52a0\u3057\u3001\u540c\u3058\u8a55\u4fa1\u30bb\u30c3\u30c8\u3067\u6539\u5584\u3057\u305f\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002\u6570\u4ef6\u3060\u3051\u6210\u529f\u3057\u3066\u3082\u3001\u5165\u529b\u304c\u5909\u308f\u308b\u3068\u5d29\u308c\u308b\u306a\u3089\u672c\u756a\u54c1\u8cea\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002<\/p>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u5fc5\u8981\u54c1\u8cea\u3092\u6e80\u305f\u305b\u308b\u5834\u5408\u306f\u3001RAG\u3084\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u8ffd\u52a0\u3057\u306a\u3044\u5224\u65ad\u3082\u91cd\u8981\u3067\u3059\u3002<span class=\"q_underline q_underline1\"><strong>\u6700\u3082\u5b9f\u88c5\u8ca0\u8377\u306e\u4f4e\u3044\u6539\u5584\u624b\u6bb5\u304b\u3089\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u3001\u904e\u5270\u6295\u8cc7\u3092\u9632\u304e\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3>\u793e\u5185\u30fb\u6700\u65b0\u60c5\u5831\u4e0d\u8db3\u306b\u5bfe\u3059\u308bRAG\u512a\u5148<\/h3>\n<p>\u793e\u5185\u898f\u7a0b\u3001\u88fd\u54c1\u60c5\u5831\u3001\u5951\u7d04\u60c5\u5831\u3001\u6700\u65b0\u6587\u66f8\u306a\u3069\u3001\u30e2\u30c7\u30eb\u5916\u306e\u30c7\u30fc\u30bf\u304c\u56de\u7b54\u6839\u62e0\u306b\u306a\u308b\u5834\u5408\u306fRAG\u3092\u512a\u5148\u3057\u307e\u3059\u3002<\/p>\n<p>\u66f4\u65b0\u983b\u5ea6\u306e\u9ad8\u3044\u60c5\u5831\u3092\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u3078\u56fa\u5b9a\u30b3\u30d4\u30fc\u3059\u308b\u3068\u3001\u66f4\u65b0\u6f0f\u308c\u3084\u5165\u529b\u30c8\u30fc\u30af\u30f3\u5897\u52a0\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002RAG\u3067\u5fc5\u8981\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3001\u300c\u53d6\u5f97\u3067\u304d\u305f\u6587\u66f8\u304c\u6b63\u3057\u3044\u304b\u300d\u300c\u53d6\u5f97\u60c5\u5831\u304b\u3089\u6b63\u3057\u304f\u56de\u7b54\u3067\u304d\u305f\u304b\u300d\u3092\u5225\u3005\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p>Microsoft Learn\u3067\u3082\u3001RAG\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u307e\u305f\u306f\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30c7\u30fc\u30bf\u3092\u56de\u7b54\u6642\u306b\u8ffd\u52a0\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u51fa\u529b\u5f62\u5f0f\u4e0d\u5b89\u5b9a\u306b\u5bfe\u3059\u308bStructured Outputs\u512a\u5148<\/h3>\n<p>\u4eba\u9593\u304c\u8aad\u3080\u6587\u7ae0\u306e\u898b\u51fa\u3057\u3084\u6587\u5b57\u6570\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3001\u5f8c\u6bb5\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5229\u7528\u3059\u308b\u30ad\u30fc\u3001\u578b\u3001\u5fc5\u9808\u9805\u76ee\u306a\u3069\u306e\u69cb\u9020\u304c\u91cd\u8981\u306a\u3089Structured Outputs\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/p>\n<p>\u5f79\u5272\u5206\u62c5\u306f\u3001\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u3078\u9805\u76ee\u306e\u610f\u5473\u300d\u300cJSON Schema\u3078\u9805\u76ee\u306e\u69cb\u9020\u300d\u3068\u8003\u3048\u308b\u3068\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u300c\u5951\u7d04\u7d42\u4e86\u65e5\u3068\u306f\u3069\u306e\u8a18\u8f09\u3092\u6307\u3059\u304b\u300d\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5b9a\u7fa9\u3057\u3001\u300ccontract_end_date\u306fstring\u307e\u305f\u306fnull\u300d\u3068\u3044\u3063\u305f\u69cb\u9020\u306fSchema\u3067\u5b9a\u7fa9\u3057\u307e\u3059\u3002Schema\u306b\u9069\u5408\u3057\u3066\u3082\u5024\u306e\u6b63\u3057\u3055\u307e\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u62bd\u51fa\u5185\u5bb9\u306e\u691c\u8a3c\u306f\u5225\u9014\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h3>\u591a\u6570\u306e\u4f8b\u306b\u3088\u308b\u7279\u5b9a\u52d5\u4f5c\u5b9a\u7740\u306b\u5bfe\u3059\u308b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u691c\u8a0e<\/h3>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u5c11\u6570\u306eFew-shot\u3060\u3051\u3067\u306f\u5b89\u5b9a\u3057\u306a\u3044\u7279\u5b9a\u30bf\u30b9\u30af\u3067\u3001\u5341\u5206\u306a\u9ad8\u54c1\u8cea\u30c7\u30fc\u30bf\u304c\u3042\u308b\u5834\u5408\u306b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/p>\n<p>Microsoft\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u7279\u5b9a\u30bf\u30b9\u30af\u3078\u306e\u6027\u80fd\u5411\u4e0a\u3084\u3001\u591a\u6570\u306e\u4f8b\u3092\u7528\u3044\u305f\u30e2\u30c7\u30eb\u9069\u5fdc\u306a\u3069\u304c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u7528\u9014\u3068\u3057\u3066\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001\u6700\u65b0\u306e\u793e\u5185\u60c5\u5831\u3092\u899a\u3048\u3055\u305b\u308b\u76ee\u7684\u3060\u3051\u3067\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u9078\u3076\u306e\u3067\u306f\u306a\u304f\u3001\u66f4\u65b0\u3055\u308c\u308b\u77e5\u8b58\u306b\u306fRAG\u3068\u306e\u5f79\u5272\u5206\u62c5\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/p>\n<p>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u524d\u5f8c\u3082\u5171\u901a\u306e\u8a55\u4fa1\u30bb\u30c3\u30c8\u3067\u6bd4\u8f03\u3057\u3001\u8ffd\u52a0\u30b3\u30b9\u30c8\u3084\u904b\u7528\u8ca0\u8377\u306b\u898b\u5408\u3046\u6539\u5584\u304c\u3042\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u75c7\u72b6<\/th>\n<th>\u6700\u521d\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068<\/th>\n<th>\u512a\u5148\u3059\u308b\u6539\u5584\u624b\u6bb5<\/th>\n<th>\u6b21\u306e\u9078\u629e\u80a2<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u56de\u7b54\u306e\u7c92\u5ea6\u30fb\u5bfe\u8c61\u8aad\u8005\u30fb\u6307\u793a\u89e3\u91c8\u304c\u4e0d\u5b89\u5b9a<\/td>\n<td>\u76ee\u7684\u3001\u80cc\u666f\u3001\u5236\u7d04\u3001\u5b8c\u4e86\u6761\u4ef6\u304c\u660e\u78ba\u304b<\/td>\n<td>\u30d7\u30ed\u30f3\u30d7\u30c8\u6539\u5584<\/td>\n<td>Few-shot\u3001\u30e2\u30c7\u30eb\u6bd4\u8f03<\/td>\n<\/tr>\n<tr>\n<td>\u793e\u5185\u30fb\u6700\u65b0\u60c5\u5831\u3092\u56de\u7b54\u3067\u304d\u306a\u3044<\/td>\n<td>\u5fc5\u8981\u306a\u6839\u62e0\u30c7\u30fc\u30bf\u304c\u30e2\u30c7\u30eb\u3078\u6e21\u3063\u3066\u3044\u308b\u304b<\/td>\n<td>RAG<\/td>\n<td>\u691c\u7d22\u54c1\u8cea\u6539\u5584\u3001\u30c7\u30fc\u30bf\u6574\u5099<\/td>\n<\/tr>\n<tr>\n<td>JSON\u30fb\u9805\u76ee\u69cb\u9020\u304c\u5d29\u308c\u308b<\/td>\n<td>\u4eba\u5411\u3051\u6587\u7ae0\u304b\u6a5f\u68b0\u51e6\u7406\u304b<\/td>\n<td>Structured Outputs<\/td>\n<td>\u5024\u306e\u59a5\u5f53\u6027\u691c\u8a3c<\/td>\n<\/tr>\n<tr>\n<td>\u5c11\u6570\u4f8b\u3067\u306f\u7279\u5b9a\u52d5\u4f5c\u304c\u5b89\u5b9a\u3057\u306a\u3044<\/td>\n<td>\u9ad8\u54c1\u8cea\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u304c\u3042\u308b\u304b<\/td>\n<td>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u691c\u8a0e<\/td>\n<td>RAG\u4f75\u7528\u3001\u30e2\u30c7\u30eb\u5909\u66f4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 id=\"K\">AI\u5c0e\u5165\u652f\u63f4\u306f\u300c\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u300d\u3078\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044<\/h2>\n<p>\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u3067\u306f\u3001\u4e8b\u696d\u4f1a\u793e\u3084\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30d5\u30a1\u30fc\u30e0\u51fa\u8eab\u306e\u30d7\u30ed\u4eba\u6750\u304c\u3001\u751f\u6210AI\u30fbDX\u6d3b\u7528\u306e\u6226\u7565\u8a2d\u8a08\u304b\u3089\u73fe\u5834\u306e\u30eb\u30fc\u30eb\u6574\u5099\u3001\u793e\u5185\u3078\u306e\u77e5\u898b\u79fb\u8ee2\u307e\u3067\u3092\u4f34\u8d70\u652f\u63f4\u3057\u307e\u3059\u3002\u5b9f\u52d9\u7d4c\u9a13\u8c4a\u5bcc\u306a\u4eba\u6750\u304c\u3001\u4e0a\u6d41\u306e\u65b9\u91dd\u3065\u304f\u308a\u304b\u3089\u5b9f\u884c\u6bb5\u968e\u307e\u3067\u4e00\u8cab\u3057\u3066\u95a2\u308f\u308b\u3053\u3068\u3067\u3001\u5c0e\u5165\u5f8c\u306e\u5b9a\u7740\u307e\u3067\u898b\u636e\u3048\u305f\u652f\u63f4\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<div class=\"com-balloon\">\n<figure><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2025\/08\/balloon-icon.png\" alt=\"\" width=\"80\" height=\"80\" class=\"\" \/><\/figure>\n<p>\u307e\u305a\u306f\u81ea\u793e\u306e\u3069\u306e\u696d\u52d9\u30fb\u30c7\u30fc\u30bf\u3067\u8a66\u3059\u304b\u3001\u5c0f\u3055\u304f\u59cb\u3081\u308b\u3068\u3053\u308d\u304b\u3089\u76f8\u8ac7\u3057\u3066\u307f\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<\/div>\n<p><a id=\"banner_wp_11_top\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/contact\/\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927-1024x576.png\" alt=\"\" width=\"1024\" height=\"576\" class=\"alignnone size-large wp-image-5753\" srcset=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927-1024x576.png 1024w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927-300x169.png 300w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927-768x432.png 768w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927-1536x864.png 1536w, https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2024\/02\/\u554f\u3044\u5408\u308f\u305b_\u5927.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<h3>\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u306b\u3088\u308bAI\u5c0e\u5165\u652f\u63f4\u306e\u4e8b\u4f8b<\/h3>\n<p>\u30d5\u30ea\u30fc\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8.jp\u3067\u306f\u3001AI\u30fbDX\u63a8\u9032\u9818\u57df\u5168\u822c\u3067\u4f01\u696d\u306e\u652f\u63f4\u5b9f\u7e3e\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u793e\u5185\u306b\u5c02\u9580\u4eba\u6750\u304c\u4e0d\u8db3\u3057\u3066\u3044\u305f\u4f01\u696d\u306e\u652f\u63f4\u4e8b\u4f8b\u30922\u4ef6\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h4>\u4e8b\u4f8b\u2460\uff5c\u5927\u624b\u98f2\u98df\u4f01\u696d\uff1a\u9700\u8981\u4e88\u6e2c\u30fb\u767a\u6ce8\u30ec\u30b3\u30e1\u30f3\u30c9AI\u306e\u958b\u767a\u652f\u63f4<\/h4>\n<p>200\u5e97\u8217\u4ee5\u4e0a\u30fb400\u54c1\u76ee\u306e\u767a\u6ce8\u696d\u52d9\u3092\u5e97\u8217\u62c5\u5f53\u8005\u306e\u7d4c\u9a13\u3068\u52d8\u306b\u983c\u3063\u3066\u304a\u308a\u3001\u696d\u52d9\u304c\u5c5e\u4eba\u5316\u3057\u3066\u3044\u305f\u5927\u624b\u98f2\u98df\u4f01\u696d\u306e\u4e8b\u4f8b\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306a\u3069AI\u6d3b\u7528\u306e\u7d4c\u9a13\u8005\u304c\u793e\u5185\u306b\u4e0d\u8db3\u3057\u3001AI\u306e\u672c\u683c\u904b\u7528\u306b\u5411\u3051\u305f\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u9032\u3081\u65b9\u304c\u5206\u304b\u3089\u306a\u3044\u72b6\u614b\u3067\u3057\u305f\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<th>\u5f53\u6642\u306e\u8ab2\u984c<\/th>\n<td>\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u4eba\u6750\u3001AI\u6d3b\u7528\u306e\u7d4c\u9a13\u8005\u304c\u793e\u5185\u306b\u4e0d\u8db3<br \/>\u30fb\u5e97\u8217\u60c5\u5831\u30fbPOS\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3057\u305f\u9700\u8981\u4e88\u6e2c\u3092\u3001\u8907\u6570\u4eba\u304c\u540c\u3058\u7cbe\u5ea6\u3067\u884c\u3046\u3053\u3068\u304c\u56f0\u96e3<br \/>\u30fb\u767a\u6ce8\u696d\u52d9\u304c\u73fe\u5834\u306e\u52d8\u306b\u4f9d\u5b58\u3057\u3001\u62c5\u5f53\u8005\u306e\u4f11\u6687\u30fb\u9000\u8077\u3067\u696d\u52d9\u304c\u6ede\u308b\u30ea\u30b9\u30af\u3092\u62b1\u3048\u3066\u3044\u305f<\/td>\n<\/tr>\n<tr>\n<th>\u5b9f\u65bd\u3057\u305f\u3053\u3068<\/th>\n<td>\u30fb\u5e97\u8217\u3054\u3068\u306e\u7279\u5fb4\u3092\u8e0f\u307e\u3048\u305f\u5909\u6570\u3092\u5b9a\u7fa9\u3057\u3001\u30c7\u30fc\u30bf\u3092\u6574\u7406<br \/>\u30fbPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u3092\u7d4c\u3066\u3001\u5e97\u8217\u3054\u3068\u306b\u9ad8\u3044\u7cbe\u5ea6\u3067\u9700\u8981\u4e88\u6e2c\u304c\u3067\u304d\u308bAI\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u30fb\u904b\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9700\u8981\u4e88\u6e2cAI\u306e\u6d3b\u7528\u306b\u3088\u308a\u767a\u6ce8\u696d\u52d9\u306e\u591a\u304f\u3092\u81ea\u52d5\u5316\u3057\u3001\u4f5c\u696d\u6642\u9593\u3092\u524a\u6e1b\u3002\u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u306e\u8ca0\u8377\u304c\u8efd\u6e1b\u3057\u3001\u5e97\u8217\u62c5\u5f53\u8005\u304c\u63a5\u5ba2\u306a\u3069\u306e\u5bfe\u5fdc\u306b\u6642\u9593\u3092\u5272\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h4>\u4e8b\u4f8b\u2461\uff5c\u5927\u624b\u901a\u4fe1\u30ad\u30e3\u30ea\u30a2\u4f01\u696d\uff1a\u30c7\u30b8\u30bf\u30eb\u6d3b\u7528\u63a8\u9032\u306b\u5411\u3051\u305fCoE\u7d44\u7e54\u306e\u7acb\u3061\u4e0a\u3052\u652f\u63f4<\/h4>\n<p>\u696d\u52d9\u52b9\u7387\u5316\u3092\u76ee\u7684\u306b\u3001\u30c7\u30b8\u30bf\u30eb\u6d3b\u7528\u7d44\u7e54\uff08CoE\uff1dCenter of Excellence\u3002\u8907\u6570\u90e8\u9580\u306e\u77e5\u898b\u3092\u96c6\u7d04\u3059\u308b\u5c02\u9580\u7d44\u7e54\uff09\u306e\u7acb\u3061\u4e0a\u3052\u3092\u6c7a\u5b9a\u3057\u305f\u3082\u306e\u306e\u3001\u7d44\u7e54\u7acb\u3061\u4e0a\u3052\u306e\u63a8\u9032\u3068\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u6d3b\u7528\u306e\u4e21\u65b9\u3092\u62c5\u3048\u308b\u4eba\u6750\u304c\u793e\u5185\u306b\u4e0d\u8db3\u3057\u3066\u3044\u305f\u5927\u624b\u901a\u4fe1\u30ad\u30e3\u30ea\u30a2\u4f01\u696d\u306e\u4e8b\u4f8b\u3067\u3059\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<th>\u5f53\u6642\u306e\u8ab2\u984c<\/th>\n<td>\u30fb\u30c7\u30b8\u30bf\u30eb\u9818\u57df\u306e\u77e5\u898b\u3068\u7d44\u7e54\u7acb\u3061\u4e0a\u3052\u7d4c\u9a13\u3092\u4f75\u305b\u6301\u3064\u4eba\u6750\u304c\u793e\u5185\u306b\u4e0d\u8db3<br \/>\u30fb\u696d\u52d9\u52b9\u7387\u5316\u30c4\u30fc\u30eb\u306e\u958b\u767a\u30fb\u904b\u7528\u4f53\u5236\u3092\u30bc\u30ed\u304b\u3089\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u3063\u305f<\/td>\n<\/tr>\n<tr>\n<th>\u5b9f\u65bd\u3057\u305f\u3053\u3068<\/th>\n<td>\u30fbCoE\u7d44\u7e54\u306e\u7acb\u3061\u4e0a\u3052\u304b\u3089\u5168\u4f53\u8a2d\u8a08\u30fb\u904b\u7528\u69cb\u7bc9\u30fb\u5b9f\u904b\u7528\u307e\u3067\u3092\u4e00\u6c17\u901a\u8cab\u3067\u4f34\u8d70\u652f\u63f4<br \/>\u30fb\u4e8b\u696d\u90e8\u9580\u3078\u306e\u8ab2\u984c\u30d2\u30a2\u30ea\u30f3\u30b0\u3092\u3082\u3068\u306b\u3057\u305f\u30c4\u30fc\u30eb\u958b\u767a\u306e\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3057\u3001\u30d7\u30ed\u30d1\u30fc\u793e\u54e1\u304c\u81ea\u8d70\u3067\u304d\u308b\u4f53\u5236\u3078\u77e5\u898b\u3092\u79fb\u8ee2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>CoE\u7d44\u7e54\u306e\u7acb\u3061\u4e0a\u3052\u3068\u904b\u7528\u306e\u5b89\u5b9a\u5316\u306b\u3088\u308a\u3001\u7d44\u7e54\u7acb\u3061\u4e0a\u3052\u524d\u3068\u6bd4\u8f03\u3057\u3066\u696d\u52d9\u5de5\u6570\u3092\u7d0425%\u524a\u6e1b\u3002\u30d7\u30ed\u30d1\u30fc\u793e\u54e1\u304c\u4e3b\u4f53\u7684\u306b\u904b\u7528\u3067\u304d\u308b\u4f53\u5236\u3092\u69cb\u7bc9\u3057\u3001\u5916\u90e8\u4eba\u6750\u3078\u306e\u4f9d\u5b58\u304b\u3089\u6bb5\u968e\u7684\u306b\u8131\u5374\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"L\">\u307e\u3068\u3081<\/h2>\n<p>Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u306f\u3001\u300c\u3046\u307e\u3044\u8cea\u554f\u6587\u300d\u3092\u4f5c\u308b\u6280\u8853\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u696d\u52d9\u30a2\u30d7\u30ea\u3067\u306f\u3001\u30e2\u30c7\u30eb\u3078\u6e21\u3059\u76ee\u7684\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3001\u5236\u7d04\u3001\u51fa\u529b\u4ed5\u69d8\u3092\u6574\u7406\u3057\u3001\u30e2\u30c7\u30eb\u3001\u53c2\u7167\u60c5\u5831\u3001\u51fa\u529b\u5236\u5fa1\u3001\u8a55\u4fa1\u307e\u3067\u542b\u3081\u3066\u4ed5\u69d8\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u300c\u76ee\u7684\u30fb\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30fb\u5236\u7d04\u30fb\u51fa\u529b\u4ed5\u69d8\u300d\u3092\u660e\u78ba\u306b\u3057\u305f\u6700\u5c0f\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u59cb\u3081\u3001\u540c\u3058\u8a55\u4fa1\u30bb\u30c3\u30c8\u3067\u6539\u5584\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002GPT-5\u30b7\u30ea\u30fc\u30ba\u3084o-series\u3092\u542b\u3081\u3001\u30e2\u30c7\u30eb\u3054\u3068\u306b\u6700\u9069\u306a\u8a2d\u8a08\u306f\u7570\u306a\u308b\u305f\u3081\u3001\u904e\u53bb\u306e\u5b9a\u77f3\u3092\u6a5f\u68b0\u7684\u306b\u6d41\u7528\u305b\u305a\u3001\u30e2\u30c7\u30eb\u5909\u66f4\u6642\u306b\u306f\u56de\u5e30\u8a55\u4fa1\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u554f\u984c\u304c\u77e5\u8b58\u4e0d\u8db3\u306a\u3089RAG\u3001\u53b3\u683c\u306a\u69cb\u9020\u306a\u3089Structured Outputs\u3001\u591a\u6570\u306e\u4f8b\u304b\u3089\u7279\u5b9a\u52d5\u4f5c\u3092\u5b66\u7fd2\u3055\u305b\u305f\u3044\u306a\u3089\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u3044\u3046\u3088\u3046\u306b\u3001\u539f\u56e0\u306b\u5fdc\u3058\u3066\u6539\u5584\u624b\u6bb5\u3092\u9078\u3076\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u672c\u756a\u3067\u306f\u3001<span class=\"q_underline q_underline1\"><strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u5bfe\u8c61\u30e2\u30c7\u30eb\u3001\u8a55\u4fa1\u30bb\u30c3\u30c8\u3001\u5909\u66f4\u5c65\u6b74\u3092\u30bb\u30c3\u30c8\u3067\u7ba1\u7406\u3057\u3001\u500b\u4eba\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30b9\u30ad\u30eb\u3078\u4f9d\u5b58\u3057\u306a\u3044\u904b\u7528\u3078\u79fb\u884c\u3059\u308b\u3053\u3068<\/strong><\/span>\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u81ea\u793e\u3060\u3051\u3067\u696d\u52d9\u8a2d\u8a08\u3001\u6280\u8853\u5b9f\u88c5\u3001\u8a55\u4fa1\u3001\u904b\u7528\u5b9a\u7740\u307e\u3067\u9032\u3081\u308b\u306e\u304c\u96e3\u3057\u3044\u5834\u5408\u306f\u3001AI\u30fbDX\u9818\u57df\u306e\u5c02\u9580\u4eba\u6750\u6d3b\u7528\u3082\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a id=\"banner_wp_1_top\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/contact\/\"><br \/><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4264\" src=\"https:\/\/mirai-works.co.jp\/business-pro\/wp-content\/uploads\/2023\/06\/\u30b3\u30e9\u30e0\u554f\u5408\u305b\u7528\u30d0\u30ca\u30fc.png\" alt=\"\" width=\"900\" height=\"200\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Azure OpenAI Service\u3092\u5c0e\u5165\u3057\u3066\u3082\u3001\u540c\u3058\u30e2\u30c7\u30eb\u3092\u4f7f\u3048\u3070\u81ea\u52d5\u7684\u306b\u696d\u52d9\u306b\u9069\u3057\u305f\u56de\u7b54\u304c\u5f97\u3089\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u696d\u52d9\u30a2\u30d7\u30ea\u3068\u3057\u3066\u5b89\u5b9a\u3057\u3066\u4f7f\u3046\u306b\u306f\u3001\u5229\u7528\u8005\u304c\u5165\u529b\u3059\u308b\u8cea\u554f\u6587\u3060\u3051\u3067\u306a\u304f\u3001\u30a2\u30d7\u30ea\u5074\u306e\u56fa\u5b9a\u6307\u793a\u3001\u53c2\u7167\u60c5 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":17153,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[71],"tags":[],"class_list":["post-17058","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dx"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u30ac\u30a4\u30c9\uff5c\u66f8\u304d\u65b9\u30fb\u696d\u52d9\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30fb\u8a55\u4fa1\u65b9\u6cd5\u3092\u89e3\u8aac - freeconsultant.jp for Business<\/title>\n<meta name=\"description\" content=\"Azure OpenAI\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/azure-openai-service-prompt\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Azure OpenAI Service\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u30ac\u30a4\u30c9\uff5c\u66f8\u304d\u65b9\u30fb\u696d\u52d9\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30fb\u8a55\u4fa1\u65b9\u6cd5\u3092\u89e3\u8aac - freeconsultant.jp for Business\" \/>\n<meta property=\"og:description\" content=\"Azure OpenAI\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mirai-works.co.jp\/business-pro\/business-column\/azure-openai-service-prompt\/\" \/>\n<meta property=\"og:site_name\" content=\"freeconsultant.jp for Business\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/freeconsultant.jp\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-13T03:44:01+00:00\" \/>\n<meta property=\"og:image\" 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