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\u5bfe\u8c61\u306e\u4f1a\u793e\u30fb\u671f\u9593\u306e\u8a55\u4fa1\u30b7\u30fc\u30c8\u3092 CSV \u3067\u66f8\u304d\u51fa\u3059 |\n| \u8a55\u4fa1\u57fa\u6e96\u30fb\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7 | SharePoint | \u7248\u306e\u756a\u53f7\u4ed8\u304d\u3067\u8aad\u3080 |\n| \u52e4\u52d9\u306e\u72b6\u6cc1\u306e\u533a\u5206 | \u52e4\u6020\u306e\u30c7\u30fc\u30bf | \u671f\u4e2d\u306e\u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u306e\u6709\u7121\u3060\u3051\u3092\u66f8\u304d\u51fa\u3059 |\n| \u70b9\u691c\u6e08\u307f\u306e\u8a18\u9332 | \u70b9\u691c\u306e\u4e00\u89a7\u306e\u30ea\u30b9\u30c8 | \u793e\u54e1\u756a\u53f7\u3068\u63d0\u51fa\u306e\u7248\u3067\u7167\u5408\u3059\u308b |\n\n**\u66f8\u304d\u51fa\u3057\u306e\u65b9\u5f0f\u306f\u3001\u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002** API \u3092\u6301\u3064\u88fd\u54c1\u3082\u3042\u308c\u3070\u3001\u7ba1\u7406\u753b\u9762\u304b\u3089\u306e CSV \u306e\u66f8\u304d\u51fa\u3057\u3057\u304b\u306a\u3044\u88fd\u54c1\u3082\u3042\u308a\u307e\u3059\u3002**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u3057\u3066\u3044\u308b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u5b9f\u88c5\u306b\u306a\u308a\u307e\u3059\u3002** \u7ba1\u7406\u753b\u9762\u306e\u66f8\u304d\u51fa\u3057\u3057\u304b\u7121\u3051\u308c\u3070\u3001\u4eba\u4e8b\u304c\u6bce\u671d\u66f8\u304d\u51fa\u3057\u3066\u6c7a\u307e\u3063\u305f\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304d\u3001\u305d\u308c\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\n\n**\u6c0f\u540d\u306f\u66f8\u304d\u51fa\u3057\u306e\u6bb5\u968e\u3067\u5916\u305b\u308b\u306a\u3089\u5916\u3057\u307e\u3059\u3002** \u5916\u305b\u306a\u3044\u5834\u5408\u306f\u3001Azure Functions \u304c\u53d7\u3051\u53d6\u3063\u305f\u76f4\u5f8c\u306b\u793e\u54e1\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3001**\u6c0f\u540d\u3092 Azure OpenAI \u306b\u6e21\u3057\u307e\u305b\u3093\u3002**","preprocessing":"1. **\u6c0f\u540d\u306e\u7f6e\u304d\u63db\u3048** \u2026 \u8a55\u4fa1\u5bfe\u8c61\u8005\u306e\u6c0f\u540d\u3092\u793e\u54e1\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n2. **\u30b3\u30e1\u30f3\u30c8\u306e\u4e2d\u306e\u6c0f\u540d\u306e\u7f6e\u304d\u63db\u3048** \u2026 \u30b3\u30e1\u30f3\u30c8\u306e\u672c\u6587\u306b\u66f8\u304b\u308c\u305f\u672c\u4eba\u3084\u540c\u50da\u306e\u6c0f\u540d\u3092\u3001\u300c\u672c\u4eba\u300d\u300c\u540c\u50daA\u300d\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**\u793e\u54e1\u540d\u7c3f\u306e\u6c0f\u540d\u3068\u7167\u5408\u3057\u3066\u7f6e\u304d\u63db\u3048\u307e\u3059**\n3. **\u8a55\u4fa1\u57fa\u6e96\u306e\u9078\u629e** \u2026 \u7b49\u7d1a\u3068\u8077\u7a2e\u304b\u3089\u3001\u5408\u3046\u8a55\u4fa1\u57fa\u6e96\u3092\u9078\u3073\u307e\u3059\n4. **\u7a7a\u6b04\u306e\u78ba\u8a8d** \u2026 \u30b3\u30e1\u30f3\u30c8\u304c\u7a7a\u3001\u307e\u305f\u306f\u6570\u6587\u5b57\u3057\u304b\u306a\u3044\u8a55\u4fa1\u30b7\u30fc\u30c8\u306f\u3001AI\u306b\u6e21\u3055\u305a\u300c\u8a18\u5165\u4e0d\u8db3\u300d\u3068\u3057\u307e\u3059\n5. **\u518d\u63d0\u51fa\u306e\u5224\u5b9a** \u2026 \u524d\u56de\u70b9\u691c\u3057\u305f\u3082\u306e\u3068\u540c\u3058\u793e\u54e1\u756a\u53f7\u306a\u3089\u3001\u524d\u56de\u306e\u6307\u6458\u3092\u6dfb\u3048\u307e\u3059\n6. **\u7248\u306e\u8a18\u9332** \u2026 \u4f7f\u3063\u305f\u8a55\u4fa1\u57fa\u6e96\u3068\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u306e\u7248\u3092\u8a18\u9332\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u300c\u3007\u3007\u3055\u3093\u3068\u6bd4\u3079\u3066\u300d\u306e\u3088\u3046\u306b\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u672c\u6587\u306b\u306f\u540c\u50da\u306e\u6c0f\u540d\u304c\u51fa\u3066\u304d\u307e\u3059\u3002**\u8a55\u4fa1\u5bfe\u8c61\u8005\u306e\u6c0f\u540d\u3060\u3051\u3092\u7f6e\u304d\u63db\u3048\u3066\u3082\u3001\u540c\u50da\u306e\u6c0f\u540d\u304c\u305d\u306e\u307e\u307e\u6e21\u308a\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u30923\u3064\u306e\u89b3\u70b9\u3067\u70b9\u691c\u3057\u3001\u5f15\u7528\u3092\u793a\u3057\u3001\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u89b3\u70b9 | \u898b\u308b\u3053\u3068 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8a55\u70b9\u3068\u306e\u6574\u5408 | \u8a55\u70b9\u306e\u5b9a\u7fa9\u3068\u30b3\u30e1\u30f3\u30c8\u306e\u5185\u5bb9\u304c\u5408\u3063\u3066\u3044\u308b\u304b\uff08\u9ad8\u3044\u8a55\u70b9\u306a\u306e\u306b\u8ab2\u984c\u3060\u3051\u3001\u4f4e\u3044\u8a55\u70b9\u306a\u306e\u306b\u6210\u679c\u3060\u3051\uff09 | \u8a55\u70b9\u306e\u5b9a\u7fa9\u306b\u5f53\u3066\u306f\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unclear` |\n| \u6839\u62e0\u3068\u306a\u308b\u4e8b\u5b9f | \u884c\u52d5\u30fb\u6210\u679c\u30fb\u5834\u9762\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3002\u300c\u9811\u5f35\u3063\u305f\u300d\u300c\u610f\u6b32\u7684\u300d\u3060\u3051\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b | \u4e8b\u5b9f\u304b\u3069\u3046\u304b\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unclear` |\n| \u504f\u3063\u305f\u8868\u73fe | \u5c5e\u6027\uff08\u6027\u5225\u3001\u5e74\u9f62\u3001\u56fd\u7c4d\u3001\u5bb6\u65cf\u3001\u598a\u5a20\u30fb\u51fa\u7523\u3001\u80b2\u5150\u30fb\u4ecb\u8b77\u3001\u75c5\u6c17\u30fb\u969c\u5bb3\u306a\u3069\uff09\u3078\u306e\u8a00\u53ca\u3001\u4eba\u683c\u306e\u5426\u5b9a\u3001\u65ad\u5b9a | \u533a\u5206\u304c\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `other` |\n| \u5c5e\u6027\u3068\u8a55\u70b9\u306e\u7d50\u3073\u4ed8\u304d | \u5c5e\u6027\u3084\u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u304c\u3001\u8a55\u70b9\u306e\u7406\u7531\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b | \u7d50\u3073\u4ed8\u304d\u304c\u8aad\u307f\u53d6\u308c\u306a\u3051\u308c\u3070 `mention_only` |\n\n**\u4e00\u756a\u4e0b\u306e\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** `mention_only` \u306f\u5c5e\u6027\u3084\u4f11\u696d\u306b\u89e6\u308c\u3066\u3044\u308b\u3060\u3051\u3001`linked_to_rating` \u306f\u8a55\u70b9\u306e\u7406\u7531\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**\u524d\u8005\u306f\u8868\u73fe\u306e\u898b\u76f4\u3057\u3067\u6e08\u3080\u3053\u3068\u304c\u591a\u304f\u3001\u5f8c\u8005\u306f\u8a55\u70b9\u306e\u4ed8\u3051\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u6cd5\u5f8b\u306f\u3001\u80b2\u5150\u4f11\u696d\u3092\u3057\u305f\u3053\u3068\u3084\u3001\u598a\u5a20\u30fb\u51fa\u7523\u306b\u95a2\u3059\u308b\u4e8b\u7531\u3092\u7406\u7531\u3068\u3059\u308b**\u4e0d\u5229\u76ca\u306a\u53d6\u6271\u3044**\u3092\u7981\u3058\u3066\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a55\u70b9\u304c\u59a5\u5f53\u304b\u306e\u5224\u65ad | \u90e8\u4e0b\u306e\u4ed5\u4e8b\u3092\u898b\u3066\u3044\u308b\u306e\u306f\u4e0a\u53f8 |\n| \u66f8\u304d\u76f4\u3057\u306e\u6848\u3067\u4e8b\u5b9f\u3092\u8db3\u3059 | \u4f5c\u3089\u308c\u305f\u4e8b\u5b9f\u306f\u8a55\u4fa1\u306e\u6839\u62e0\u306b\u306a\u3089\u306a\u3044 |\n| \u8a55\u4fa1\u5bfe\u8c61\u8005\u306e\u4eba\u7269\u50cf\u3092\u63a8\u6e2c\u3059\u308b | \u70b9\u691c\u3059\u308b\u306e\u306f\u6587\u7ae0\u3067\u3001\u4eba\u3067\u306f\u306a\u3044 |\n| \u4e0a\u53f8\u306e\u8a55\u4fa1\u8005\u3068\u3057\u3066\u306e\u70b9\u6570\u4ed8\u3051 | \u70b9\u691c\u306f\u66f8\u304d\u76f4\u3057\u306e\u52a9\u8a00\u306e\u305f\u3081\u3067\u3001\u4e0a\u53f8\u306e\u8a55\u4fa1\u306b\u4f7f\u308f\u306a\u3044 |\n| \u9055\u6cd5\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6 | \u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u3068\u52b4\u52d9\u306e\u5c02\u9580\u5bb6\u304c\u5224\u65ad\u3059\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u304a\u5ba2\u69d8\u5bfe\u5fdc\u3092\u9811\u5f35\u3063\u305f\u300d\u3092\u66f8\u304d\u76f4\u3055\u305b\u308b\u3068\u3001AI\u306f\u300c\u30af\u30ec\u30fc\u30e0\u306e\u5bfe\u5fdc\u3067\u3001\u304a\u5ba2\u69d8\u306e\u8a71\u3092\u6700\u5f8c\u307e\u3067\u805e\u304d\u3001\u4ee3\u66ff\u306e\u63d0\u6848\u3092\u3057\u3066\u7d0d\u5f97\u3092\u5f97\u305f\u300d\u306e\u3088\u3046\u306a\u5177\u4f53\u4f8b\u3092\u66f8\u304d\u307e\u3059\u3002**\u8aad\u307f\u3084\u3059\u3044\u306e\u3067\u3001\u4e0a\u53f8\u306f\u305d\u306e\u307e\u307e\u63a1\u7528\u3057\u307e\u3059\u3002** \u672c\u4eba\u304c\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3067\u8aad\u307f\u3001\u300c\u305d\u3093\u306a\u3053\u3068\u306f\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u306a\u308c\u3070\u3001\u8a55\u4fa1\u305d\u306e\u3082\u306e\u304c\u4fe1\u7528\u3092\u5931\u3044\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u4eba\u4e8b\u90e8\u3067\u3001\u4e00\u6b21\u8a55\u4fa1\u3067\u4e0a\u53f8\u304c\u66f8\u3044\u305f\u8a55\u4fa1\u30b3\u30e1\u30f3\u30c8\u3092\u6821\u6b63\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\n\u8a55\u4fa1\u5bfe\u8c61\u8005\u3092\u8a55\u4fa1\u3059\u308b\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u66f8\u304b\u308c\u305f\u6587\u7ae0\u3060\u3051\u3092\u70b9\u691c\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u70b9\u691c\u306e\u89b3\u70b9\u3011\n1. rating_mismatch \u2026\u2026 \u8a55\u70b9\u306e\u5b9a\u7fa9\u3068\u30b3\u30e1\u30f3\u30c8\u306e\u5185\u5bb9\u304c\u5408\u3063\u3066\u3044\u306a\u3044\n2. no_evidence \u2026\u2026\u2026 \u884c\u52d5\u30fb\u6210\u679c\u30fb\u5834\u9762\u306e\u8a18\u8ff0\u304c\u306a\u304f\u3001\u62bd\u8c61\u7684\u306a\u8a00\u8449\u3060\u3051\u306b\u306a\u3063\u3066\u3044\u308b\n3. biased \u2026\u2026\u2026\u2026 \u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u306e\u533a\u5206\u306b\u5f53\u305f\u308b\u8868\u73fe\u304c\u3042\u308b\n4. personality \u2026\u2026\u2026 \u4eba\u683c\u3084\u6027\u683c\u3092\u5426\u5b9a\u3059\u308b\u8868\u73fe\u3001\u65ad\u5b9a\u7684\u306a\u6c7a\u3081\u3064\u3051\u304c\u3042\u308b\n\n\u3010\u5c5e\u6027\u306b\u89e6\u308c\u308b\u8868\u73fe\u306e\u6271\u3044\u3011\n- \u5c5e\u6027\u3084\u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u3078\u306e\u8a00\u53ca\u304c\u3001\u8a55\u70b9\u306e\u7406\u7531\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308c\u3070 link \u3092 linked_to_rating \u306b\u3001\n  \u89e6\u308c\u3066\u3044\u308b\u3060\u3051\u306a\u3089 mention_only \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u306e\u533a\u5206\u306f {leave_flag} \u3067\u3059\u3002\u7406\u7531\u306f\u6e21\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u76f4\u3057\u306e\u6848\u306e\u53b3\u5b88\u4e8b\u9805\u3011\n- \u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u4e8b\u5b9f\u3001\u884c\u52d5\u3001\u6210\u679c\u3001\u6570\u5b57\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5177\u4f53\u7684\u306a\u4e8b\u5b9f\u304c\u8db3\u308a\u306a\u3044\u7b87\u6240\u306f\u300c\u3010\u5177\u4f53\u7684\u306a\u884c\u52d5\u3092\u8a18\u5165\u3011\u300d\u300c\u3010\u6210\u679c\u306e\u6570\u5b57\u3092\u8a18\u5165\u3011\u300d\u306e\u3088\u3046\u306b\u7a7a\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5c5e\u6027\u3078\u306e\u8a00\u53ca\u306f\u3001\u8a55\u4fa1\u306b\u5fc5\u8981\u306a\u3051\u308c\u3070\u524a\u308b\u6848\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- linked_to_rating \u306e\u6307\u6458\u304c\u3042\u308b\u30b3\u30e1\u30f3\u30c8\u306f\u3001\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u4f5c\u3089\u305a rewrite \u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a55\u70b9\u3092\u5909\u3048\u308b\u63d0\u6848\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u305d\u306e\u4ed6\u306e\u53b3\u5b88\u4e8b\u9805\u3011\n- quote \u306b\u306f\u3001\u6307\u6458\u306e\u6839\u62e0\u306b\u3057\u305f\u30b3\u30e1\u30f3\u30c8\u306e\u90e8\u5206\u3092\u3001\u4e00\u5b57\u4e00\u53e5\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a55\u4fa1\u5bfe\u8c61\u8005\u3084\u4e0a\u53f8\u306e\u4eba\u7269\u50cf\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9055\u6cd5\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306b\u300c\u554f\u984c\u306a\u3057\u300d\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002unclear \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b49\u7d1a\u30fb\u8077\u7a2e\u3011{grade} {job}\n\u3010\u8a55\u4fa1\u57fa\u6e96\uff08\u7248\uff1a{criteria_version}\uff09\u3011{criteria}\n\u3010\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\uff08\u7248\uff1a{list_version}\uff09\u3011{expression_list}\n\u3010\u8a55\u4fa1\u9805\u76ee\u3054\u3068\u306e\u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8\u3011{ratings_and_comments}\n\u3010\u672c\u4eba\u306e\u81ea\u5df1\u8a55\u4fa1\u3011{self_review}\n\u3010\u524d\u56de\u306e\u6307\u6458\uff08\u518d\u63d0\u51fa\u306e\u5834\u5408\uff09\u3011{previous_findings}\n```\n\n**\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u4e8b\u5b9f\u3092\u8db3\u3055\u306a\u3044\u300d\u3068\u300c\u7a7a\u3051\u3066\u8fd4\u3059\u300d\u3092\u4e21\u65b9\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u7981\u6b62\u3060\u3051\u3067\u306f\u57cb\u3081\u3066\u304f\u308b\u304b\u3089\u3067\u3059\u3002** \u8db3\u3059\u306a\u3068\u8a00\u3046\u3060\u3051\u3067\u306f\u3001\u4e8b\u5b9f\u306e\u306a\u3044\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u4f5c\u308c\u305a\u3001\u8a00\u3044\u56de\u3057\u3060\u3051\u3092\u98fe\u3063\u305f\u6848\u306b\u306a\u308a\u307e\u3059\u3002**\u7a7a\u3051\u308b\u5834\u6240\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u4e0a\u53f8\u304c\u4f55\u3092\u66f8\u304d\u8db3\u305b\u3070\u3088\u3044\u304b\u304c\u5206\u304b\u308b\u6848\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**`linked_to_rating` \u306e\u3068\u304d\u306b\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u4f5c\u3089\u305b\u306a\u3044\u306e\u3082\u3001\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u6587\u7ae0\u3060\u3051\u3092\u6574\u3048\u305f\u6848\u304c\u3042\u308b\u3068\u3001\u4e0a\u53f8\u306f\u305d\u308c\u3092\u8cbc\u3063\u3066\u518d\u63d0\u51fa\u3057\u3001**\u8a55\u70b9\u306e\u7406\u7531\u306b\u5c5e\u6027\u304c\u4f7f\u308f\u308c\u3066\u3044\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u6587\u7ae0\u304b\u3089\u6d88\u3048\u307e\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3092\u3001\u69cb\u9020\u5316\u51fa\u529b\u306e\u30b9\u30ad\u30fc\u30de\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"employee_no\": \"\",\n  \"criteria_version\": \"\",\n  \"items\": [\n    {\n      \"item_name\": \"\",\n      \"rating\": \"\",\n      \"findings\": [\n        { \"type\": \"rating_mismatch | no_evidence | biased | personality | unclear\",\n          \"quote\": \"\", \"category\": \"\", \"link\": \"linked_to_rating | mention_only | none\",\n          \"reason\": \"\" }\n      ],\n      \"rewrite\": \"\"\n    }\n  ],\n  \"self_review_gaps\": [\"\"]\n}\n```\n\n\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f**\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u3092\u8a2d\u5b9a\u3059\u308b**\u5fc5\u8981\u304c\u3042\u308a\u3001\u30b9\u30ad\u30fc\u30de\u306b\u306f**\u6700\u59275\u6bb5\u306e\u5165\u308c\u5b50**\u304c\u6301\u3066\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e0a\u306e\u5f62\u306f\u3053\u306e\u7bc4\u56f2\u306b\u53ce\u3081\u3066\u3044\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5f15\u7528\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7167\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** Azure Functions \u304c `quote` \u3092\u5143\u306e\u30b3\u30e1\u30f3\u30c8\u3068\u7a81\u304d\u5408\u308f\u305b\u3001**\u898b\u3064\u304b\u3089\u306a\u3044\u6307\u6458\u306f\u63a1\u7528\u3057\u307e\u305b\u3093\u3002** \u66f8\u304d\u76f4\u3057\u306e\u6848\u306e\u4e2d\u306e\u300c\u3010\u3011\u300d\u306e\u6570\u3082\u6570\u3048\u3001\u7a7a\u3051\u305f\u7b87\u6240\u304c\u4e0a\u53f8\u306b\u5206\u304b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001AI\u306e\u6307\u6458\u3068\u70b9\u691c\u306e\u7d50\u679c\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** AI\u306f `findings` \u3092\u57cb\u3081\u3001\u8a55\u4fa1\u30b7\u30fc\u30c8\u306e\u7d50\u679c\u306f\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| \u70b9\u691c\u306e\u7d50\u679c | \u6761\u4ef6 |\n|:--|:--|\n| `ok` | `findings` \u304c\u7121\u3044 |\n| `review` | `unclear` \u304c\u3042\u308b\u304b\u3001\u5f15\u7528\u306e\u7167\u5408\u3067\u843d\u3061\u305f\u6307\u6458\u304c\u3042\u308b |\n| `return` | `rating_mismatch`\u3001`no_evidence`\u3001`personality` \u306e\u3069\u308c\u304b\u3001\u307e\u305f\u306f `link` \u304c `mention_only` \u306e `biased` \u304c\u3042\u308b |\n| `escalate` | `link` \u304c `linked_to_rating` \u306e\u6307\u6458\u304c\u3042\u308b |\n\n**3\u3064\u76ee\u306f\u3001\u9805\u76ee\u3054\u3068\u306b\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u8a55\u4fa1\u9805\u76ee\u304c5\u3064\u3042\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f1\u9805\u76ee\u3060\u3051\u3068\u3044\u3046\u3053\u3068\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002**\u5dee\u3057\u623b\u3057\u306e\u30b3\u30e1\u30f3\u30c8\u306b\u3001\u76f4\u3059\u9805\u76ee\u3068\u6848\u3060\u3051\u3092\u8cbc\u308c\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0 | CSV \u306e\u66f8\u304d\u51fa\u3057\uff08\u88fd\u54c1\u306e\u4ed5\u69d8\u306b\u3088\u308b\uff09 | \u5bfe\u8c61\u8005\u306e\u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8 |\n| \u52e4\u6020\u306e\u30c7\u30fc\u30bf | \u66f8\u304d\u51fa\u3057 | \u671f\u4e2d\u306e\u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u306e\u6709\u7121\u306e\u533a\u5206 |\n| Azure OpenAI | Chat Completions API\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u6307\u6458\u3068\u66f8\u304d\u76f4\u3057\u306e\u6848 |\n| \u70b9\u691c\u306e\u4e00\u89a7\uff08SharePoint \u306e\u30ea\u30b9\u30c8\uff09 | Azure Functions \u304c\u66f8\u304d\u8fbc\u3080 | \u70b9\u691c\u306e\u7d50\u679c\u3001\u6307\u6458\u3001\u66f8\u304d\u76f4\u3057\u306e\u6848 |\n| \u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\uff08\u5dee\u3057\u623b\u3057\uff09 | \u4eba\u304c\u64cd\u4f5c | \u6307\u6458\u3068\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u6dfb\u3048\u3066\u4e0a\u53f8\u306b\u623b\u3059 |\n\n**\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u66f8\u304d\u623b\u3057\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002** \u5dee\u3057\u623b\u3057\u306e\u64cd\u4f5c\u3092\u81ea\u52d5\u306b\u3059\u308b\u3068\u3001**\u4eba\u4e8b\u304c\u78ba\u304b\u3081\u308b\u524d\u306e\u6307\u6458\u304c\u4e0a\u53f8\u306b\u5c4a\u304d\u307e\u3059\u3002** \u7279\u306b `escalate` \u306e\u3082\u306e\u306f\u3001\u6587\u7ae0\u3067\u623b\u3059\u3088\u308a\u5148\u306b\u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u304c\u8a71\u3059\u3079\u304d\u3082\u306e\u3067\u3059\u3002\n\n**\u70b9\u691c\u306e\u4e00\u89a7\u306e\u30ea\u30b9\u30c8\u306f\u3001\u4eba\u4e8b\u306e\u904b\u7528\u30c1\u30fc\u30e0\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8\u3068\u6307\u6458\u304c\u4e26\u3093\u3060\u4e00\u89a7\u306f\u3001\u793e\u54e1\u306e\u51e6\u9047\u306b\u76f4\u7d50\u3059\u308b\u60c5\u5831\u3067\u3059\u3002","human_review":"1. **`escalate` \u3092\u6700\u521d\u306b\u898b\u308b** \u2026 \u5143\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u8aad\u307f\u3001\u5c5e\u6027\u3084\u4f11\u696d\u304c\u8a55\u70b9\u306e\u7406\u7531\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u78ba\u304b\u306a\u3089\u3001\u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u304c\u4e0a\u53f8\u3068\u8a71\u3057\u307e\u3059**\n2. **`return` \u306e\u6307\u6458\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5f15\u7528\u3068\u7406\u7531\u3092\u8aad\u307f\u3001\u6307\u6458\u304c\u59a5\u5f53\u304b\u3092\u898b\u307e\u3059\u3002**\u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u4e8b\u5b9f\u304c\u8db3\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u5fc5\u305a\u898b\u307e\u3059**\n3. **`review` \u3092\u8aad\u3080** \u2026 AI\u304c\u6c7a\u3081\u3089\u308c\u306a\u304b\u3063\u305f\u7b87\u6240\u3092\u3001\u4eba\u304c\u6c7a\u3081\u307e\u3059\n4. **`ok` \u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u308b** \u2026 \u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8\u306e\u5192\u982d\u3092\u8aad\u307f\u3001\u9055\u548c\u611f\u306e\u3042\u308b\u3082\u306e\u3060\u3051\u958b\u304d\u307e\u3059\n5. **\u6307\u6458\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u6307\u6458\u3092\u3001\u306a\u305c\u5916\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u306e\u5f8c\u534a\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u300c\u3010\u3011\u300d\u304c1\u3064\u3082\u7121\u3044\u306e\u306b\u3001\u5143\u306e\u30b3\u30e1\u30f3\u30c8\u3088\u308a\u5177\u4f53\u7684\u306b\u306a\u3063\u3066\u3044\u305f\u3089\u3001**\u4e8b\u5b9f\u304c\u8db3\u3055\u308c\u3066\u3044\u307e\u3059\u3002** \u305d\u306e\u6848\u306f\u4f7f\u308f\u305a\u3001\u7a7a\u3051\u308b\u5f62\u3067\u4f5c\u308a\u76f4\u3055\u305b\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001300\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef63\u5206\u3067\u3059\u3002** `ok` \u306f1\u5206\u8db3\u3089\u305a\u3001`return` \u306f\u6307\u6458\u3068\u6848\u3092\u78ba\u304b\u3081\u3066\u5dee\u3057\u623b\u3057\u3092\u9001\u308b\u307e\u3067\u6570\u5206\u304b\u304b\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30b3\u30e1\u30f3\u30c8\u304c\u7a7a\u3001\u307e\u305f\u306f\u6570\u6587\u5b57\u3060\u3051 | AI\u306b\u6e21\u3055\u305a\u300c\u8a18\u5165\u4e0d\u8db3\u300d\u3068\u3057\u3066\u4e0a\u53f8\u306b\u623b\u3059 |\n| \u8a55\u4fa1\u57fa\u6e96\u304c\u7121\u3044\u7b49\u7d1a\u30fb\u8077\u7a2e | \u8a55\u70b9\u3068\u306e\u6574\u5408\u306e\u89b3\u70b9\u3092\u5916\u3057\u3001\u8868\u73fe\u3060\u3051\u3092\u70b9\u691c\u3059\u308b |\n| \u5f15\u7528\u304c\u30b3\u30e1\u30f3\u30c8\u306b\u898b\u3064\u304b\u3089\u306a\u3044 | \u6307\u6458\u3092\u63a1\u7528\u3057\u306a\u3044\u3002`review` \u306b\u3059\u308b |\n| \u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u4e8b\u5b9f\u304c\u8db3\u3055\u308c\u3066\u3044\u308b | \u6848\u3092\u6368\u3066\u3001\u7a7a\u3051\u308b\u5f62\u3067\u4f5c\u308a\u76f4\u3055\u305b\u308b |\n| \u540c\u3058\u4e0a\u53f8\u306e\u30b3\u30e1\u30f3\u30c8\u3067\u540c\u3058\u6307\u6458\u304c\u7d9a\u304f | \u500b\u5225\u306e\u5dee\u3057\u623b\u3057\u306b\u52a0\u3048\u3001\u8a55\u4fa1\u8005\u7814\u4fee\u306e\u984c\u6750\u306b\u3059\u308b |\n| \u518d\u63d0\u51fa\u3067\u524d\u56de\u306e\u6307\u6458\u304c\u76f4\u3063\u3066\u3044\u306a\u3044 | \u524d\u56de\u306e\u6307\u6458\u3092\u6dfb\u3048\u3066\u518d\u3073\u623b\u3059\u30022\u56de\u7d9a\u3051\u3070\u4eba\u4e8b\u304c\u4e0a\u53f8\u3068\u8a71\u3059 |\n| \u5916\u56fd\u8a9e\u3067\u66f8\u304b\u308c\u305f\u30b3\u30e1\u30f3\u30c8 | \u65e5\u672c\u8a9e\u306b\u8a33\u3055\u305a\u3001\u305d\u306e\u8a00\u8a9e\u306e\u307e\u307e\u70b9\u691c\u3059\u308b\u3002\u5224\u65ad\u304c\u96e3\u3057\u3051\u308c\u3070 `review` |\n| \u66f8\u304d\u51fa\u3057\u306e\u30c7\u30fc\u30bf\u306e\u5217\u304c\u305a\u308c\u3066\u3044\u308b | \u51e6\u7406\u3092\u6b62\u3081\u3066\u4eba\u4e8b\u306b\u77e5\u3089\u305b\u308b\u3002**\u305a\u308c\u305f\u307e\u307e\u70b9\u691c\u3057\u306a\u3044** |\n\n**\u6700\u5f8c\u306e\u884c\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a55\u70b9\u306e\u5217\u3068\u30b3\u30e1\u30f3\u30c8\u306e\u5217\u304c\u305a\u308c\u308b\u3068\u3001\u5225\u306e\u4eba\u306e\u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u7167\u3089\u3059\u3053\u3068\u306b\u306a\u308a\u3001**\u3059\u3079\u3066\u306e\u6307\u6458\u304c\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u304d\u51fa\u3057\u306e\u5217\u306e\u6570\u3068\u898b\u51fa\u3057\u3092\u6bce\u56de\u78ba\u304b\u3081\u307e\u3059\u3002","log_storage":"- \u66f8\u304d\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u65e5\u6642\u3001\u793e\u54e1\u756a\u53f7\u306e\u4e00\u89a7\n- \u4f7f\u3063\u305f\u8a55\u4fa1\u57fa\u6e96\u3068\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u306e\u7248\n- Azure OpenAI \u306b\u6e21\u3057\u305f\u5165\u529b\uff08\u6c0f\u540d\u3092\u7f6e\u304d\u63db\u3048\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\u306e\u5168\u6587\n- **\u4eba\u4e8b\u304c\u6307\u6458\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u6307\u6458\u3092\u3001\u306a\u305c\u5916\u3057\u305f\u304b\n- \u5dee\u3057\u623b\u3057\u305f\u65e5\u6642\u3068\u3001\u518d\u63d0\u51fa\u306e\u30b3\u30e1\u30f3\u30c8\n- `escalate` \u306e\u5bfe\u5fdc\u306e\u8a18\u9332 \u2026 \u8ab0\u304c\u4e0a\u53f8\u3068\u8a71\u3057\u3001\u8a55\u70b9\u304c\u3069\u3046\u306a\u3063\u305f\u304b\n\n**4\u3064\u76ee\u306f\u3001\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u533a\u5206\u3067\u5916\u3059\u6307\u6458\u304c\u591a\u3051\u308c\u3070\u3001**\u305d\u306e\u533a\u5206\u306e\u4f8b\u304c\u5e83\u3059\u304e\u307e\u3059\u3002** \u4e00\u89a7\u3092\u76f4\u3059\u3068\u3001\u4e0a\u53f8\u306b\u5c4a\u304f\u7684\u5916\u308c\u306a\u6307\u6458\u304c\u6e1b\u308a\u307e\u3059\u3002\n\n**\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u306f\u3001\u8a55\u4fa1\u306e\u8a18\u9332\u3068\u540c\u3058\u306b\u3057\u307e\u3059\u3002** \u70b9\u691c\u306e\u8a18\u9332\u3060\u3051\u304c\u8a55\u4fa1\u306e\u8a18\u9332\u3088\u308a\u9577\u304f\u6b8b\u308b\u3068\u3001**\u51e6\u9047\u306e\u8b70\u8ad6\u3067\u3001\u70b9\u691c\u306e\u8a18\u9332\u304c\u8a55\u4fa1\u306e\u8a18\u9332\u306e\u4ee3\u308f\u308a\u306b\u8aad\u307e\u308c\u308b**\u3053\u3068\u304c\u8d77\u304d\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":300,"assumption_workdays":20,"volume_month":300,"before_minutes_per_case":8,"after_minutes_per_case":3,"hourly_cost":3500,"before_hours_month":40,"after_hours_month":15,"saved_hours_month":25,"reduction_rate":63,"saved_hours_year":300,"annual_cost_effect":1050000,"summary":"\u4eba\u4e8b\u8a55\u4fa1\u306e\u4e00\u6b21\u8a55\u4fa1\u3067\u4e0a\u53f8\u304c\u66f8\u3044\u305f\u30b3\u30e1\u30f3\u30c8\u3092\u3001\u8a55\u70b9\u3068\u8a55\u4fa1\u57fa\u6e96\u3068\u306e\u98df\u3044\u9055\u3044\u3001\u6839\u62e0\u3068\u306a\u308b\u4e8b\u5b9f\u306e\u6709\u7121\u3001\u504f\u3063\u305f\u8868\u73fe\u306e3\u3064\u306e\u89b3\u70b9\u3067\u70b9\u691c\u3057\u307e\u3059\u3002\u76f4\u3059\u3079\u304d\u7b87\u6240\u3092\u5f15\u7528\u3067\u793a\u3057\u3001\u4e0a\u53f8\u306b\u623b\u3059\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u6dfb\u3048\u307e\u3059\u3002","before_flow":"1. \u4e00\u6b21\u8a55\u4fa1\u306e\u7de0\u3081\u5207\u308a\u5f8c\u3001\u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u3001\u305d\u306e\u6708\u306e\u5bfe\u8c61\u8005\u306e\u8a55\u4fa1\u30b7\u30fc\u30c8\u3092\u4e00\u89a7\u306b\u3059\u308b\n2. \u4eba\u4e8b\u306e\u62c5\u5f53\u8005\u304c1\u4ef6\u305a\u3064\u958b\u304d\u3001\u8a55\u70b9\u3068\u4e0a\u53f8\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u8aad\u3080\n3. \u7b49\u7d1a\u306e\u8a55\u4fa1\u57fa\u6e96\u306e\u6587\u66f8\u3092\u958b\u304d\u3001\u8a55\u70b9\u306e\u5b9a\u7fa9\u3068\u30b3\u30e1\u30f3\u30c8\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\n4. \u5c5e\u6027\u306b\u89e6\u308c\u308b\u8868\u73fe\u3084\u3001\u4eba\u683c\u3092\u5426\u5b9a\u3059\u308b\u8868\u73fe\u304c\u306a\u3044\u304b\u3092\u898b\u308b\n5. \u76f4\u3057\u3066\u307b\u3057\u3044\u7b87\u6240\u304c\u3042\u308c\u3070\u3001\u5dee\u3057\u623b\u3057\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u66f8\u3044\u3066\u4e0a\u53f8\u306b\u623b\u3059\n6. \u4e0a\u53f8\u304c\u76f4\u3057\u305f\u3082\u306e\u3092\u3082\u3046\u4e00\u5ea6\u8aad\u307f\u3001\u4e8c\u6b21\u8a55\u4fa1\u306b\u56de\u3059\n\n**\uff08a\uff09\u5168\u4ef6\u3092\u8aad\u307f\u5207\u308c\u306a\u3044\u3002** 300\u4ef6\u30923\u540d\u3067\u8aad\u3080\u3068\u30011\u4eba100\u4ef6\u3067\u3059\u3002\u7de0\u3081\u5207\u308a\u304b\u3089\u4e8c\u6b21\u8a55\u4fa1\u307e\u3067\u306e\u671f\u9593\u306f1\u9031\u9593\u307b\u3069\u3057\u304b\u306a\u304f\u3001**\u5f8c\u534a\u306e\u8a55\u4fa1\u30b7\u30fc\u30c8\u307b\u3069\u8aad\u307f\u65b9\u304c\u6d45\u304f\u306a\u308a\u307e\u3059\u3002** \u5f8c\u534a\u306b\u56de\u308b\u306e\u306f\u305f\u3044\u3066\u3044\u3001\u7de0\u3081\u5207\u308a\u304e\u308a\u304e\u308a\u306b\u51fa\u3066\u304d\u305f\u3001\u6025\u3044\u3067\u66f8\u304b\u308c\u305f\u30b3\u30e1\u30f3\u30c8\u3067\u3059\u3002\n\n**\uff08b\uff09\u8aad\u3080\u4eba\u306b\u3088\u3063\u3066\u6307\u6458\u304c\u9055\u3046\u3002** \u3042\u308b\u62c5\u5f53\u8005\u306f\u300c\u7a4d\u6975\u7684\u306b\u53d6\u308a\u7d44\u3093\u3060\u300d\u306e\u3088\u3046\u306a\u62bd\u8c61\u7684\u306a\u8a00\u8449\u3060\u3051\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u5dee\u3057\u623b\u3057\u3001\u5225\u306e\u62c5\u5f53\u8005\u306f\u8a55\u70b9\u3068\u77db\u76fe\u3057\u3066\u3044\u306a\u3051\u308c\u3070\u901a\u3057\u307e\u3059\u3002**\u4e0a\u53f8\u304b\u3089\u3059\u308b\u3068\u3001\u8ab0\u306b\u8aad\u307e\u308c\u305f\u304b\u3067\u5dee\u3057\u623b\u3055\u308c\u305f\u308a\u3055\u308c\u306a\u304b\u3063\u305f\u308a\u3057\u307e\u3059\u3002**\n\n**\uff08c\uff09\u5c5e\u6027\u306b\u89e6\u308c\u308b\u8868\u73fe\u3092\u898b\u843d\u3068\u3059\u3002** \u300c\u5973\u6027\u306a\u3089\u3067\u306f\u306e\u6c17\u914d\u308a\u300d\u300c\u82e5\u3044\u306e\u3067\u307e\u3060\u300d\u300c\u5b50\u80b2\u3066\u4e2d\u3067\u6b8b\u696d\u304c\u3067\u304d\u306a\u3044\u305f\u3081\u300d\u306e\u3088\u3046\u306a\u8868\u73fe\u306f\u3001**\u66f8\u3044\u305f\u4e0a\u53f8\u306b\u60aa\u6c17\u304c\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u3001\u8aad\u3080\u5074\u3082\u6d41\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u8a55\u70b9\u306e\u7406\u7531\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001\u672c\u4eba\u304c\u8a55\u4fa1\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3067\u8aad\u3093\u3060\u3068\u304d\u306b\u5927\u304d\u306a\u554f\u984c\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u5dee\u3057\u623b\u3057\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u66f8\u304f\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u300c\u5177\u4f53\u7684\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u3060\u3051\u3067\u306f\u3001\u4e0a\u53f8\u306f\u4f55\u3092\u66f8\u3051\u3070\u3088\u3044\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u3069\u3053\u3092\u3069\u3046\u76f4\u3059\u304b\u3092\u793a\u305d\u3046\u3068\u3059\u308b\u3068\u30011\u4ef6\u306e\u5dee\u3057\u623b\u3057\u306b\u6570\u5206\u304b\u304b\u308a\u307e\u3059\u3002**","before_flow_steps":["\u4e00\u6b21\u8a55\u4fa1\u306e\u7de0\u3081\u5207\u308a\u5f8c\u3001\u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u3001\u305d\u306e\u6708\u306e\u5bfe\u8c61\u8005\u306e\u8a55\u4fa1\u30b7\u30fc\u30c8\u3092\u4e00\u89a7\u306b\u3059\u308b","\u4eba\u4e8b\u306e\u62c5\u5f53\u8005\u304c1\u4ef6\u305a\u3064\u958b\u304d\u3001\u8a55\u70b9\u3068\u4e0a\u53f8\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u8aad\u3080","\u7b49\u7d1a\u306e\u8a55\u4fa1\u57fa\u6e96\u306e\u6587\u66f8\u3092\u958b\u304d\u3001\u8a55\u70b9\u306e\u5b9a\u7fa9\u3068\u30b3\u30e1\u30f3\u30c8\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b","\u5c5e\u6027\u306b\u89e6\u308c\u308b\u8868\u73fe\u3084\u3001\u4eba\u683c\u3092\u5426\u5b9a\u3059\u308b\u8868\u73fe\u304c\u306a\u3044\u304b\u3092\u898b\u308b","\u76f4\u3057\u3066\u307b\u3057\u3044\u7b87\u6240\u304c\u3042\u308c\u3070\u3001\u5dee\u3057\u623b\u3057\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u66f8\u3044\u3066\u4e0a\u53f8\u306b\u623b\u3059","\u4e0a\u53f8\u304c\u76f4\u3057\u305f\u3082\u306e\u3092\u3082\u3046\u4e00\u5ea6\u8aad\u307f\u3001\u4e8c\u6b21\u8a55\u4fa1\u306b\u56de\u3059"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u4e00\u6b21\u8a55\u4fa1\u306e\u7de0\u3081\u5207\u308a\u306e\u7fcc\u671d\u3001\u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5bfe\u8c61\u8005\u306e\u8a55\u4fa1\u306e\u30c7\u30fc\u30bf\u3092\u66f8\u304d\u51fa\u3059\n2. **\u3010\u81ea\u52d5\u3011** Azure Functions \u304c\u3001\u6c0f\u540d\u3092\u793e\u54e1\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3001\u7b49\u7d1a\u306b\u5408\u3063\u305f\u8a55\u4fa1\u57fa\u6e96\u3092\u6dfb\u3048\u308b\n3. **\u3010\u81ea\u52d5\u3011** Azure OpenAI \u304c\u3001\u8a55\u70b9\u3068\u306e\u98df\u3044\u9055\u3044\u3001\u6839\u62e0\u306e\u4e0d\u8db3\u3001\u504f\u3063\u305f\u8868\u73fe\u3092\u62fe\u3044\u3001\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u4f5c\u308b\n4. **\u3010\u81ea\u52d5\u3011** Azure Functions \u304c\u3001\u5f15\u7528\u304c\u30b3\u30e1\u30f3\u30c8\u306b\u3042\u308b\u304b\u3092\u7167\u5408\u3057\u3001\u898f\u5247\u3067\u70b9\u691c\u306e\u7d50\u679c\u3092\u307e\u3068\u3081\u308b\n5. **\u3010\u4eba\u3011** \u4eba\u4e8b\u306e\u62c5\u5f53\u8005\u304c\u3001\u300c\u8981\u5dee\u3057\u623b\u3057\u300d\u300c\u8981\u78ba\u8a8d\u300d\u306e\u3082\u306e\u3060\u3051\u3092\u958b\u304d\u3001\u6307\u6458\u3068\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u78ba\u304b\u3081\u308b\n6. **\u3010\u4eba\u3011** \u5dee\u3057\u623b\u3059\u3068\u6c7a\u3081\u305f\u3082\u306e\u306f\u3001\u6307\u6458\u3068\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u6dfb\u3048\u3066\u3001\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u4e0a\u53f8\u306b\u623b\u3059\n7. **\u3010\u4eba\u3011** \u5c5e\u6027\u306b\u89e6\u308c\u308b\u8868\u73fe\u304c\u8a55\u70b9\u306e\u7406\u7531\u306b\u306a\u3063\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u304c\u4e0a\u53f8\u3068\u76f4\u63a5\u8a71\u3059\n\n**5\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4eba\u4e8b\u304c\u5168\u4ef6\u3092\u8aad\u3080\u306e\u3067\u306f\u306a\u304f\u3001**AI\u304c\u6307\u6458\u3057\u305f\u3082\u306e\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u300c\u554f\u984c\u306a\u3057\u300d\u3068\u51fa\u305f\u3082\u306e\u3082\u3001\u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8\u306e\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n**7\u756a\u76ee\u3092\u66f8\u304d\u76f4\u3057\u306e\u6848\u3067\u6e08\u307e\u305b\u306a\u3044\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u80b2\u5150\u4f11\u696d\u3084\u6642\u77ed\u52e4\u52d9\u3092\u8a55\u70b9\u306e\u7406\u7531\u306b\u3057\u3066\u3044\u308b\u30b3\u30e1\u30f3\u30c8\u306f\u3001**\u66f8\u304d\u76f4\u305b\u3070\u6e08\u3080\u8a71\u3067\u306f\u306a\u304f\u3001\u8a55\u70b9\u306e\u4ed8\u3051\u65b9\u305d\u306e\u3082\u306e\u3092\u898b\u76f4\u3059\u8a71\u3067\u3059\u3002** \u6587\u7ae0\u3092\u6574\u3048\u3066\u901a\u3059\u3068\u3001\u554f\u984c\u304c\u898b\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u4e00\u6b21\u8a55\u4fa1\u306e\u7de0\u3081\u5207\u308a\u306e\u7fcc\u671d\u3001\u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5bfe\u8c61\u8005\u306e\u8a55\u4fa1\u306e\u30c7\u30fc\u30bf\u3092\u66f8\u304d\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** Azure Functions \u304c\u3001\u6c0f\u540d\u3092\u793e\u54e1\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3001\u7b49\u7d1a\u306b\u5408\u3063\u305f\u8a55\u4fa1\u57fa\u6e96\u3092\u6dfb\u3048\u308b","**\u3010\u81ea\u52d5\u3011** Azure OpenAI \u304c\u3001\u8a55\u70b9\u3068\u306e\u98df\u3044\u9055\u3044\u3001\u6839\u62e0\u306e\u4e0d\u8db3\u3001\u504f\u3063\u305f\u8868\u73fe\u3092\u62fe\u3044\u3001\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** Azure Functions \u304c\u3001\u5f15\u7528\u304c\u30b3\u30e1\u30f3\u30c8\u306b\u3042\u308b\u304b\u3092\u7167\u5408\u3057\u3001\u898f\u5247\u3067\u70b9\u691c\u306e\u7d50\u679c\u3092\u307e\u3068\u3081\u308b","**\u3010\u4eba\u3011** \u4eba\u4e8b\u306e\u62c5\u5f53\u8005\u304c\u3001\u300c\u8981\u5dee\u3057\u623b\u3057\u300d\u300c\u8981\u78ba\u8a8d\u300d\u306e\u3082\u306e\u3060\u3051\u3092\u958b\u304d\u3001\u6307\u6458\u3068\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u5dee\u3057\u623b\u3059\u3068\u6c7a\u3081\u305f\u3082\u306e\u306f\u3001\u6307\u6458\u3068\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u6dfb\u3048\u3066\u3001\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u4e0a\u53f8\u306b\u623b\u3059","**\u3010\u4eba\u3011** \u5c5e\u6027\u306b\u89e6\u308c\u308b\u8868\u73fe\u304c\u8a55\u70b9\u306e\u7406\u7531\u306b\u306a\u3063\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u304c\u4e0a\u53f8\u3068\u76f4\u63a5\u8a71\u3059"],"architecture":"```\n\u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\uff08\u4e00\u6b21\u8a55\u4fa1\u306e\u7de0\u3081\u5207\u308a\uff09\n   \u2502  \u5bfe\u8c61\u8005\u306e\u8a55\u4fa1\u306e\u30c7\u30fc\u30bf\u3092\u66f8\u304d\u51fa\u3057\uff08CSV\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u7de0\u3081\u5207\u308a\u306e\u7fcc\u671d\u306e\u5b9a\u6642\uff08Azure Functions \u306e\u30bf\u30a4\u30de\u30fc\uff09\nAzure Functions \u2500\u2500 \u6c0f\u540d\u306e\u7f6e\u304d\u63db\u3048\u3001\u7b49\u7d1a\u306e\u8a55\u4fa1\u57fa\u6e96\u306e\u6dfb\u4ed8\u3001\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u306e\u6dfb\u4ed8\n   \u25bc\nAzure OpenAI\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u2502  \u2460 \u8a55\u70b9\u3068\u8a55\u4fa1\u57fa\u6e96\u3068\u306e\u98df\u3044\u9055\u3044\n   \u2502  \u2461 \u6839\u62e0\u3068\u306a\u308b\u4e8b\u5b9f\u306e\u6709\u7121\n   \u2502  \u2462 \u504f\u3063\u305f\u8868\u73fe\uff08\u5c5e\u6027\u3001\u4eba\u683c\u306e\u5426\u5b9a\u3001\u65ad\u5b9a\uff09\n   \u2502  \u2463 \u66f8\u304d\u76f4\u3057\u306e\u6848\uff08\u4e8b\u5b9f\u3092\u8db3\u3055\u306a\u3044\uff09\n   \u25bc\nAzure Functions \u2500\u2500 \u5f15\u7528\u306e\u7167\u5408\u3001\u898f\u5247\u3067\u306e\u96c6\u8a08\n   \u25bc\n\u70b9\u691c\u306e\u4e00\u89a7\uff08SharePoint \u306e\u30ea\u30b9\u30c8\uff09\n   \u25bc\n\u3010\u4eba\u4e8b\u304c\u8981\u5dee\u3057\u623b\u3057\u30fb\u8981\u78ba\u8a8d\u3060\u3051\u78ba\u304b\u3081\u308b\u3011\n   \u251c\u2500\u2500\u25b6 \u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u4e0a\u53f8\u3078\u5dee\u3057\u623b\u3057\uff08\u6307\u6458\u3068\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u6dfb\u3048\u308b\uff09\n   \u2514\u2500\u2500\u25b6 \u5c5e\u6027\u304c\u8a55\u70b9\u306e\u7406\u7531\u306b\u306a\u3063\u3066\u3044\u308b\u3082\u306e \u2192 \u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u304c\u4e0a\u53f8\u3068\u9762\u8ac7\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u751f\u6210AI | Azure OpenAI\uff08Microsoft Foundry\uff09 | Claude API\u3001Gemini API |\n| \u9023\u643a | Azure Functions\uff08\u66f8\u304d\u51fa\u3057\u306e\u53d7\u3051\u53d6\u308a\u3001\u7f6e\u304d\u63db\u3048\u3001\u5f15\u7528\u306e\u7167\u5408\u3001\u96c6\u8a08\uff09 | Power Automate |\n| \u4fdd\u7ba1 | SharePoint\uff08\u8a55\u4fa1\u57fa\u6e96\u3001\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u3001\u70b9\u691c\u306e\u4e00\u89a7\u306e\u30ea\u30b9\u30c8\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u3001\u66f8\u304d\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u70b9\u691c\u3057\u3066\u4e00\u89a7\u3092\u4f5c\u308b\u3060\u3051\u3067\u3059\u3002**\u5dee\u3057\u623b\u3057\u306f\u3001\u3044\u307e\u3068\u540c\u3058\u304f\u4eba\u4e8b\u304c\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u884c\u3044\u307e\u3059\u3002** \u78ba\u304b\u3081\u308b\u524d\u306e\u6307\u6458\u304c\u4e0a\u53f8\u306b\u5c4a\u304f\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**Azure OpenAI \u3092\u9078\u3076\u7406\u7531\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067 JSON \u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305f\u51fa\u529b\u3092\u53d7\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306f**\u6307\u5b9a\u3057\u305f JSON \u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046**\u3082\u306e\u3067\u3001Chat Completions API \u3068 Responses API \u306e\u4e21\u65b9\u3067\u4f7f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u6307\u6458\u306e\u533a\u5206\u3068\u5f15\u7528\u3092\u6c7a\u307e\u3063\u305f\u5f62\u3067\u53d7\u3051\u3089\u308c\u308b\u306e\u3067\u3001\u5f8c\u6bb5\u3067\u5f15\u7528\u3092\u7167\u5408\u3057\u3001\u898f\u5247\u3067\u96c6\u8a08\u3067\u304d\u307e\u3059\u3002**\n\n**Microsoft Copilot \u306e\u753b\u9762\u3067\u884c\u308f\u306a\u3044\u7406\u7531\u3082\u3042\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001Microsoft Copilot \u306f\u3001\u8077\u5834\u306e\u3084\u308a\u53d6\u308a\u3092\u3082\u3068\u306b**\u793e\u54e1\u306e\u696d\u7e3e\u3001\u614b\u5ea6\u3001\u5185\u9762\u306e\u72b6\u614b\u3001\u500b\u4eba\u306e\u7279\u6027\u306b\u3064\u3044\u3066\u63a8\u8ad6\u30fb\u5224\u65ad\u30fb\u8a55\u4fa1\u3059\u308b\u7528\u9014\u306b\u751f\u6210AI\u3092\u4f7f\u3046\u3053\u3068\u3092\u5236\u9650\u3057\u3066\u3044\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u306f\u793e\u54e1\u3092\u8a55\u4fa1\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u4e0a\u53f8\u306e\u66f8\u3044\u305f\u6587\u7ae0\u3092\u6821\u6b63\u3059\u308b\u3082\u306e\u3067\u3059\u304c\u3001**\u8a55\u4fa1\u30b7\u30fc\u30c8\u3092 Copilot \u306e\u753b\u9762\u306b\u8cbc\u3063\u3066\u76f8\u8ac7\u3059\u308b\u4f7f\u3044\u65b9\u306f\u3001\u3053\u306e\u5236\u9650\u306b\u5f53\u305f\u308a\u3046\u308b\u3046\u3048\u3001\u6271\u3044\u304c\u62c5\u5f53\u8005\u4efb\u305b\u306b\u306a\u308a\u307e\u3059\u3002** \u4ed5\u7d44\u307f\u3068\u3057\u3066\u5165\u529b\u3068\u51fa\u529b\u3092\u6c7a\u3081\u3001\u8a18\u9332\u3092\u6b8b\u305b\u308b\u5f62\u306b\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u4e00\u6b21\u8a55\u4fa1\u306e\u7de0\u3081\u5207\u308a\u306e\u7fcc\u671d\u306e\u5b9a\u6642\u306b\u3001\u305d\u306e\u6708\u306e\u5bfe\u8c61\u8005\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3057\u307e\u3059\u3002** \u4e0a\u53f8\u304c\u66f8\u3044\u3066\u3044\u308b\u9014\u4e2d\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u70b9\u691c\u3057\u306a\u3044\u305f\u3081\u306b\u3001\u7de0\u3081\u5207\u308a\u3092\u5408\u56f3\u306b\u3057\u307e\u3059\u3002\u7de0\u3081\u5207\u308a\u306f\u4f1a\u793e\u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001**\u4f1a\u793e\u3054\u3068\u306e\u7de0\u3081\u5207\u308a\u306e\u65e5\u3092\u8a2d\u5b9a\u306e\u4e00\u89a7\u306b\u6301\u3061\u3001\u305d\u306e\u7fcc\u671d\u306b\u52d5\u304b\u3057\u307e\u3059\u3002**\n\n**\u7de0\u3081\u5207\u308a\u5f8c\u306b\u63d0\u51fa\u3055\u308c\u305f\u9045\u308c\u306e\u8a55\u4fa1\u30b7\u30fc\u30c8\u306f\u3001\u6bce\u671d\u306e\u5dee\u5206\u3068\u3057\u3066\u62fe\u3044\u307e\u3059\u3002** \u524d\u65e5\u307e\u3067\u306b\u70b9\u691c\u3057\u305f\u793e\u54e1\u756a\u53f7\u3092\u8a18\u9332\u3057\u3066\u304a\u304d\u3001**\u307e\u3060\u70b9\u691c\u3057\u3066\u3044\u306a\u3044\u8a55\u4fa1\u30b7\u30fc\u30c8\u3060\u3051\u3092\u51e6\u7406\u3057\u307e\u3059\u3002** \u9045\u308c\u3066\u51fa\u3066\u304d\u305f\u3082\u306e\u307b\u3069\u6025\u3044\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u53d6\u308a\u3053\u307c\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**\u4e0a\u53f8\u304c\u5dee\u3057\u623b\u3057\u3092\u53d7\u3051\u3066\u76f4\u3057\u305f\u30b3\u30e1\u30f3\u30c8\u3082\u3001\u3082\u3046\u4e00\u5ea6\u70b9\u691c\u3057\u307e\u3059\u3002** \u76f4\u3057\u305f\u30b3\u30e1\u30f3\u30c8\u304c\u518d\u63d0\u51fa\u3055\u308c\u305f\u3089\u3001**\u76f4\u3057\u305f\u7b87\u6240\u3060\u3051\u3067\u306a\u304f\u5168\u4f53\u3092\u70b9\u691c\u3057\u76f4\u3057\u3001\u524d\u56de\u306e\u6307\u6458\u304c\u89e3\u6d88\u3055\u308c\u305f\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002** \u76f4\u3057\u305f\u7d50\u679c\u3001\u5225\u306e\u504f\u3063\u305f\u8868\u73fe\u304c\u5165\u308b\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8a55\u4fa1\u306e\u30c7\u30fc\u30bf | \u793e\u54e1\u756a\u53f7\u3001\u7b49\u7d1a\u3001\u8077\u7a2e\u3001\u8a55\u4fa1\u9805\u76ee\u3054\u3068\u306e\u8a55\u70b9\u3001\u4e0a\u53f8\u306e\u30b3\u30e1\u30f3\u30c8\u3001\u672c\u4eba\u306e\u81ea\u5df1\u8a55\u4fa1 | \u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 |\n| \u8a55\u4fa1\u57fa\u6e96 | \u7b49\u7d1a\u3054\u3068\u306e\u8a55\u4fa1\u9805\u76ee\u306e\u5b9a\u7fa9\u3001\u8a55\u70b9\uff08S\u30fbA\u30fbB\u30fbC\u30fbD\uff09\u306e\u5b9a\u7fa9\u3068\u884c\u52d5\u306e\u4f8b | \u4eba\u4e8b\u90e8\u3067\u7ba1\u7406\u3059\u308b\u6587\u66f8 |\n| \u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7 | \u504f\u3063\u305f\u8868\u73fe\u306e\u533a\u5206\uff08\u5c5e\u6027\u3001\u4eba\u683c\u306e\u5426\u5b9a\u3001\u65ad\u5b9a\u3001\u3042\u3044\u307e\u3044\uff09\u3068\u4f8b\u3001\u5c5e\u6027\u306e\u4e00\u89a7 | \u4eba\u4e8b\u90e8\u3067\u7ba1\u7406\u3059\u308b\u6587\u66f8 |\n| \u52e4\u52d9\u306e\u72b6\u6cc1\u306e\u533a\u5206 | \u671f\u4e2d\u306b\u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u304c\u3042\u3063\u305f\u304b\uff08\u3042\u308a\u30fb\u306a\u3057\u306e\u533a\u5206\u306e\u307f\uff09 | \u4eba\u4e8b\u306e\u52e4\u6020\u306e\u30c7\u30fc\u30bf |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u8a55\u4fa1\u57fa\u6e96\u306e\u8a55\u70b9\u306e\u5b9a\u7fa9\u3067\u3059\u3002** \u300cA\uff1a\u671f\u5f85\u3092\u4e0a\u56de\u308b\u6210\u679c\u3092\u4e0a\u3052\u305f\u300d\u3060\u3051\u3067\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u3068\u7167\u3089\u3059\u624b\u304c\u304b\u308a\u306b\u306a\u308a\u307e\u305b\u3093\u3002**\u300cA\uff1a\u62c5\u5f53\u5e97\u8217\u306e\u8ab2\u984c\u3092\u81ea\u3089\u898b\u3064\u3051\u3001\u6539\u5584\u306e\u53d6\u308a\u7d44\u307f\u3092\u63d0\u6848\u3057\u3001\u5b9f\u884c\u3057\u305f\u300d\u306e\u3088\u3046\u306b\u884c\u52d5\u306e\u4f8b\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u30b3\u30e1\u30f3\u30c8\u306b\u305d\u306e\u7a2e\u306e\u4e8b\u5b9f\u304c\u3042\u308b\u304b\u3092\u898b\u3089\u308c\u307e\u3059\u3002**\n\n**\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u306f\u3001\u533a\u5206\u3054\u3068\u306b\u300c\u6307\u6458\u3059\u308b\u66f8\u304d\u65b9\u300d\u3068\u300c\u6307\u6458\u3057\u306a\u3044\u66f8\u304d\u65b9\u300d\u3092\u5bfe\u306b\u3057\u3066\u66f8\u304d\u307e\u3059\u3002**\n\n| \u533a\u5206 | \u6307\u6458\u3059\u308b\u66f8\u304d\u65b9\u306e\u4f8b | \u6307\u6458\u3057\u306a\u3044\u66f8\u304d\u65b9\u306e\u4f8b |\n|:--|:--|:--|\n| \u5c5e\u6027\uff08\u6027\u5225\u30fb\u5e74\u9f62\uff09 | \u300c\u5973\u6027\u306a\u3089\u3067\u306f\u306e\u6c17\u914d\u308a\u304c\u3042\u308b\u300d\u300c\u82e5\u3044\u306e\u3067\u307e\u3060\u4efb\u305b\u3089\u308c\u306a\u3044\u300d | \u300c\u6765\u5e97\u5ba2\u306e\u69d8\u5b50\u306b\u6c17\u3065\u304d\u3001\u58f0\u3092\u304b\u3051\u3066\u3044\u305f\u300d |\n| \u5c5e\u6027\uff08\u80b2\u5150\u30fb\u4ecb\u8b77\u30fb\u4f11\u696d\uff09 | \u300c\u5b50\u80b2\u3066\u4e2d\u3067\u6b8b\u696d\u304c\u3067\u304d\u305a\u3001\u8a55\u4fa1\u3092\u4e0b\u3052\u305f\u300d | \u300c\u671f\u4e2d\u306b3\u304b\u6708\u306e\u4f11\u696d\u304c\u3042\u308a\u3001\u8a55\u4fa1\u306e\u5bfe\u8c61\u671f\u9593\u306f\u6b8b\u308a\u306e3\u304b\u6708\u300d |\n| \u4eba\u683c\u306e\u5426\u5b9a | \u300c\u3084\u308b\u6c17\u304c\u306a\u3044\u300d\u300c\u6027\u683c\u7684\u306b\u63a5\u5ba2\u306b\u5411\u3044\u3066\u3044\u306a\u3044\u300d | \u300c\u63a5\u5ba2\u306e\u5834\u9762\u3067\u3001\u6307\u793a\u3092\u5f85\u3064\u3053\u3068\u304c\u591a\u304b\u3063\u305f\u300d |\n| \u65ad\u5b9a\u30fb\u3042\u3044\u307e\u3044 | \u300c\u3044\u3064\u3082\u9045\u3044\u300d\u300c\u4f55\u3092\u3084\u3089\u305b\u3066\u3082\u3060\u3081\u300d | \u300c\u6708\u6b21\u306e\u7de0\u3081\u306e\u63d0\u51fa\u304c\u30016\u304b\u6708\u306e\u3046\u30614\u56de\u9045\u308c\u305f\u300d |\n\n**\u53f3\u306e\u5217\u306e\u66f8\u304d\u65b9\u3092\u3001\u305d\u306e\u307e\u307e\u66f8\u304d\u76f4\u3057\u306e\u624b\u672c\u306b\u3082\u3057\u307e\u3059\u3002** \u6307\u6458\u3057\u306a\u3044\u66f8\u304d\u65b9\u306e\u4f8b\u304c\u7121\u3044\u3068\u3001AI\u306f\u5c5e\u6027\u3084\u4f11\u696d\u306b\u89e6\u308c\u305f\u6587\u3092\u3059\u3079\u3066\u6d88\u3059\u6848\u3092\u4f5c\u308a\u3001**\u8a55\u4fa1\u306e\u5bfe\u8c61\u671f\u9593\u306e\u3088\u3046\u306a\u5fc5\u8981\u306a\u4e8b\u5b9f\u307e\u3067\u6d88\u3048\u307e\u3059\u3002**\n\n**\u52e4\u52d9\u306e\u72b6\u6cc1\u306f\u3001\u533a\u5206\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002** \u4f11\u696d\u306e\u7406\u7531\uff08\u80b2\u5150\u304b\u4ecb\u8b77\u304b\u75c5\u6c17\u304b\uff09\u306f\u6e21\u3057\u307e\u305b\u3093\u3002**AI\u306b\u7406\u7531\u3092\u6e21\u3055\u306a\u304f\u3066\u3082\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u4e2d\u3067\u4f11\u696d\u304c\u8a55\u70b9\u306e\u7406\u7531\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u306f\u8aad\u3081\u307e\u3059\u3002** \u6e21\u3059\u60c5\u5831\u3092\u7d5e\u308b\u307b\u3069\u3001\u6271\u3044\u306e\u91cd\u3055\u304c\u4e0b\u304c\u308a\u307e\u3059\u3002\n\n**\u672c\u4eba\u306e\u81ea\u5df1\u8a55\u4fa1\u306f\u3001\u98df\u3044\u9055\u3044\u306e\u624b\u304c\u304b\u308a\u3068\u3057\u3066\u6e21\u3057\u307e\u3059\u3002** \u81ea\u5df1\u8a55\u4fa1\u3067\u66f8\u304b\u308c\u305f\u6210\u679c\u306b\u4e0a\u53f8\u306e\u30b3\u30e1\u30f3\u30c8\u304c\u4e00\u8a00\u3082\u89e6\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001\u672c\u4eba\u304c\u8a55\u4fa1\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3067\u7d0d\u5f97\u3057\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002**\u305f\u3060\u3057\u3001\u81ea\u5df1\u8a55\u4fa1\u304c\u6b63\u3057\u3044\u3068\u306f\u6271\u3044\u307e\u305b\u3093\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u3069\u3046\u3084\u3063\u3066 |\n|:--|:--|:--|\n| \u8a55\u4fa1\u306e\u30c7\u30fc\u30bf | \u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0 | \u5bfe\u8c61\u306e\u4f1a\u793e\u30fb\u671f\u9593\u306e\u8a55\u4fa1\u30b7\u30fc\u30c8\u3092 CSV \u3067\u66f8\u304d\u51fa\u3059 |\n| \u8a55\u4fa1\u57fa\u6e96\u30fb\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7 | SharePoint | \u7248\u306e\u756a\u53f7\u4ed8\u304d\u3067\u8aad\u3080 |\n| \u52e4\u52d9\u306e\u72b6\u6cc1\u306e\u533a\u5206 | \u52e4\u6020\u306e\u30c7\u30fc\u30bf | \u671f\u4e2d\u306e\u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u306e\u6709\u7121\u3060\u3051\u3092\u66f8\u304d\u51fa\u3059 |\n| \u70b9\u691c\u6e08\u307f\u306e\u8a18\u9332 | \u70b9\u691c\u306e\u4e00\u89a7\u306e\u30ea\u30b9\u30c8 | \u793e\u54e1\u756a\u53f7\u3068\u63d0\u51fa\u306e\u7248\u3067\u7167\u5408\u3059\u308b |\n\n**\u66f8\u304d\u51fa\u3057\u306e\u65b9\u5f0f\u306f\u3001\u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002** API \u3092\u6301\u3064\u88fd\u54c1\u3082\u3042\u308c\u3070\u3001\u7ba1\u7406\u753b\u9762\u304b\u3089\u306e CSV \u306e\u66f8\u304d\u51fa\u3057\u3057\u304b\u306a\u3044\u88fd\u54c1\u3082\u3042\u308a\u307e\u3059\u3002**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u3057\u3066\u3044\u308b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u5b9f\u88c5\u306b\u306a\u308a\u307e\u3059\u3002** \u7ba1\u7406\u753b\u9762\u306e\u66f8\u304d\u51fa\u3057\u3057\u304b\u7121\u3051\u308c\u3070\u3001\u4eba\u4e8b\u304c\u6bce\u671d\u66f8\u304d\u51fa\u3057\u3066\u6c7a\u307e\u3063\u305f\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304d\u3001\u305d\u308c\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\n\n**\u6c0f\u540d\u306f\u66f8\u304d\u51fa\u3057\u306e\u6bb5\u968e\u3067\u5916\u305b\u308b\u306a\u3089\u5916\u3057\u307e\u3059\u3002** \u5916\u305b\u306a\u3044\u5834\u5408\u306f\u3001Azure Functions \u304c\u53d7\u3051\u53d6\u3063\u305f\u76f4\u5f8c\u306b\u793e\u54e1\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3001**\u6c0f\u540d\u3092 Azure OpenAI \u306b\u6e21\u3057\u307e\u305b\u3093\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u6c0f\u540d\u306e\u7f6e\u304d\u63db\u3048** \u2026 \u8a55\u4fa1\u5bfe\u8c61\u8005\u306e\u6c0f\u540d\u3092\u793e\u54e1\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n2. **\u30b3\u30e1\u30f3\u30c8\u306e\u4e2d\u306e\u6c0f\u540d\u306e\u7f6e\u304d\u63db\u3048** \u2026 \u30b3\u30e1\u30f3\u30c8\u306e\u672c\u6587\u306b\u66f8\u304b\u308c\u305f\u672c\u4eba\u3084\u540c\u50da\u306e\u6c0f\u540d\u3092\u3001\u300c\u672c\u4eba\u300d\u300c\u540c\u50daA\u300d\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**\u793e\u54e1\u540d\u7c3f\u306e\u6c0f\u540d\u3068\u7167\u5408\u3057\u3066\u7f6e\u304d\u63db\u3048\u307e\u3059**\n3. **\u8a55\u4fa1\u57fa\u6e96\u306e\u9078\u629e** \u2026 \u7b49\u7d1a\u3068\u8077\u7a2e\u304b\u3089\u3001\u5408\u3046\u8a55\u4fa1\u57fa\u6e96\u3092\u9078\u3073\u307e\u3059\n4. **\u7a7a\u6b04\u306e\u78ba\u8a8d** \u2026 \u30b3\u30e1\u30f3\u30c8\u304c\u7a7a\u3001\u307e\u305f\u306f\u6570\u6587\u5b57\u3057\u304b\u306a\u3044\u8a55\u4fa1\u30b7\u30fc\u30c8\u306f\u3001AI\u306b\u6e21\u3055\u305a\u300c\u8a18\u5165\u4e0d\u8db3\u300d\u3068\u3057\u307e\u3059\n5. **\u518d\u63d0\u51fa\u306e\u5224\u5b9a** \u2026 \u524d\u56de\u70b9\u691c\u3057\u305f\u3082\u306e\u3068\u540c\u3058\u793e\u54e1\u756a\u53f7\u306a\u3089\u3001\u524d\u56de\u306e\u6307\u6458\u3092\u6dfb\u3048\u307e\u3059\n6. **\u7248\u306e\u8a18\u9332** \u2026 \u4f7f\u3063\u305f\u8a55\u4fa1\u57fa\u6e96\u3068\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u306e\u7248\u3092\u8a18\u9332\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u300c\u3007\u3007\u3055\u3093\u3068\u6bd4\u3079\u3066\u300d\u306e\u3088\u3046\u306b\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u672c\u6587\u306b\u306f\u540c\u50da\u306e\u6c0f\u540d\u304c\u51fa\u3066\u304d\u307e\u3059\u3002**\u8a55\u4fa1\u5bfe\u8c61\u8005\u306e\u6c0f\u540d\u3060\u3051\u3092\u7f6e\u304d\u63db\u3048\u3066\u3082\u3001\u540c\u50da\u306e\u6c0f\u540d\u304c\u305d\u306e\u307e\u307e\u6e21\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u30923\u3064\u306e\u89b3\u70b9\u3067\u70b9\u691c\u3057\u3001\u5f15\u7528\u3092\u793a\u3057\u3001\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u89b3\u70b9 | \u898b\u308b\u3053\u3068 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8a55\u70b9\u3068\u306e\u6574\u5408 | \u8a55\u70b9\u306e\u5b9a\u7fa9\u3068\u30b3\u30e1\u30f3\u30c8\u306e\u5185\u5bb9\u304c\u5408\u3063\u3066\u3044\u308b\u304b\uff08\u9ad8\u3044\u8a55\u70b9\u306a\u306e\u306b\u8ab2\u984c\u3060\u3051\u3001\u4f4e\u3044\u8a55\u70b9\u306a\u306e\u306b\u6210\u679c\u3060\u3051\uff09 | \u8a55\u70b9\u306e\u5b9a\u7fa9\u306b\u5f53\u3066\u306f\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unclear` |\n| \u6839\u62e0\u3068\u306a\u308b\u4e8b\u5b9f | \u884c\u52d5\u30fb\u6210\u679c\u30fb\u5834\u9762\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3002\u300c\u9811\u5f35\u3063\u305f\u300d\u300c\u610f\u6b32\u7684\u300d\u3060\u3051\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b | \u4e8b\u5b9f\u304b\u3069\u3046\u304b\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unclear` |\n| \u504f\u3063\u305f\u8868\u73fe | \u5c5e\u6027\uff08\u6027\u5225\u3001\u5e74\u9f62\u3001\u56fd\u7c4d\u3001\u5bb6\u65cf\u3001\u598a\u5a20\u30fb\u51fa\u7523\u3001\u80b2\u5150\u30fb\u4ecb\u8b77\u3001\u75c5\u6c17\u30fb\u969c\u5bb3\u306a\u3069\uff09\u3078\u306e\u8a00\u53ca\u3001\u4eba\u683c\u306e\u5426\u5b9a\u3001\u65ad\u5b9a | \u533a\u5206\u304c\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `other` |\n| \u5c5e\u6027\u3068\u8a55\u70b9\u306e\u7d50\u3073\u4ed8\u304d | \u5c5e\u6027\u3084\u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u304c\u3001\u8a55\u70b9\u306e\u7406\u7531\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b | \u7d50\u3073\u4ed8\u304d\u304c\u8aad\u307f\u53d6\u308c\u306a\u3051\u308c\u3070 `mention_only` |\n\n**\u4e00\u756a\u4e0b\u306e\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** `mention_only` \u306f\u5c5e\u6027\u3084\u4f11\u696d\u306b\u89e6\u308c\u3066\u3044\u308b\u3060\u3051\u3001`linked_to_rating` \u306f\u8a55\u70b9\u306e\u7406\u7531\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**\u524d\u8005\u306f\u8868\u73fe\u306e\u898b\u76f4\u3057\u3067\u6e08\u3080\u3053\u3068\u304c\u591a\u304f\u3001\u5f8c\u8005\u306f\u8a55\u70b9\u306e\u4ed8\u3051\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u6cd5\u5f8b\u306f\u3001\u80b2\u5150\u4f11\u696d\u3092\u3057\u305f\u3053\u3068\u3084\u3001\u598a\u5a20\u30fb\u51fa\u7523\u306b\u95a2\u3059\u308b\u4e8b\u7531\u3092\u7406\u7531\u3068\u3059\u308b**\u4e0d\u5229\u76ca\u306a\u53d6\u6271\u3044**\u3092\u7981\u3058\u3066\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a55\u70b9\u304c\u59a5\u5f53\u304b\u306e\u5224\u65ad | \u90e8\u4e0b\u306e\u4ed5\u4e8b\u3092\u898b\u3066\u3044\u308b\u306e\u306f\u4e0a\u53f8 |\n| \u66f8\u304d\u76f4\u3057\u306e\u6848\u3067\u4e8b\u5b9f\u3092\u8db3\u3059 | \u4f5c\u3089\u308c\u305f\u4e8b\u5b9f\u306f\u8a55\u4fa1\u306e\u6839\u62e0\u306b\u306a\u3089\u306a\u3044 |\n| \u8a55\u4fa1\u5bfe\u8c61\u8005\u306e\u4eba\u7269\u50cf\u3092\u63a8\u6e2c\u3059\u308b | \u70b9\u691c\u3059\u308b\u306e\u306f\u6587\u7ae0\u3067\u3001\u4eba\u3067\u306f\u306a\u3044 |\n| \u4e0a\u53f8\u306e\u8a55\u4fa1\u8005\u3068\u3057\u3066\u306e\u70b9\u6570\u4ed8\u3051 | \u70b9\u691c\u306f\u66f8\u304d\u76f4\u3057\u306e\u52a9\u8a00\u306e\u305f\u3081\u3067\u3001\u4e0a\u53f8\u306e\u8a55\u4fa1\u306b\u4f7f\u308f\u306a\u3044 |\n| \u9055\u6cd5\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6 | \u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u3068\u52b4\u52d9\u306e\u5c02\u9580\u5bb6\u304c\u5224\u65ad\u3059\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u304a\u5ba2\u69d8\u5bfe\u5fdc\u3092\u9811\u5f35\u3063\u305f\u300d\u3092\u66f8\u304d\u76f4\u3055\u305b\u308b\u3068\u3001AI\u306f\u300c\u30af\u30ec\u30fc\u30e0\u306e\u5bfe\u5fdc\u3067\u3001\u304a\u5ba2\u69d8\u306e\u8a71\u3092\u6700\u5f8c\u307e\u3067\u805e\u304d\u3001\u4ee3\u66ff\u306e\u63d0\u6848\u3092\u3057\u3066\u7d0d\u5f97\u3092\u5f97\u305f\u300d\u306e\u3088\u3046\u306a\u5177\u4f53\u4f8b\u3092\u66f8\u304d\u307e\u3059\u3002**\u8aad\u307f\u3084\u3059\u3044\u306e\u3067\u3001\u4e0a\u53f8\u306f\u305d\u306e\u307e\u307e\u63a1\u7528\u3057\u307e\u3059\u3002** \u672c\u4eba\u304c\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3067\u8aad\u307f\u3001\u300c\u305d\u3093\u306a\u3053\u3068\u306f\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u306a\u308c\u3070\u3001\u8a55\u4fa1\u305d\u306e\u3082\u306e\u304c\u4fe1\u7528\u3092\u5931\u3044\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u4eba\u4e8b\u90e8\u3067\u3001\u4e00\u6b21\u8a55\u4fa1\u3067\u4e0a\u53f8\u304c\u66f8\u3044\u305f\u8a55\u4fa1\u30b3\u30e1\u30f3\u30c8\u3092\u6821\u6b63\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\n\u8a55\u4fa1\u5bfe\u8c61\u8005\u3092\u8a55\u4fa1\u3059\u308b\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u66f8\u304b\u308c\u305f\u6587\u7ae0\u3060\u3051\u3092\u70b9\u691c\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u70b9\u691c\u306e\u89b3\u70b9\u3011\n1. rating_mismatch \u2026\u2026 \u8a55\u70b9\u306e\u5b9a\u7fa9\u3068\u30b3\u30e1\u30f3\u30c8\u306e\u5185\u5bb9\u304c\u5408\u3063\u3066\u3044\u306a\u3044\n2. no_evidence \u2026\u2026\u2026 \u884c\u52d5\u30fb\u6210\u679c\u30fb\u5834\u9762\u306e\u8a18\u8ff0\u304c\u306a\u304f\u3001\u62bd\u8c61\u7684\u306a\u8a00\u8449\u3060\u3051\u306b\u306a\u3063\u3066\u3044\u308b\n3. biased \u2026\u2026\u2026\u2026 \u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u306e\u533a\u5206\u306b\u5f53\u305f\u308b\u8868\u73fe\u304c\u3042\u308b\n4. personality \u2026\u2026\u2026 \u4eba\u683c\u3084\u6027\u683c\u3092\u5426\u5b9a\u3059\u308b\u8868\u73fe\u3001\u65ad\u5b9a\u7684\u306a\u6c7a\u3081\u3064\u3051\u304c\u3042\u308b\n\n\u3010\u5c5e\u6027\u306b\u89e6\u308c\u308b\u8868\u73fe\u306e\u6271\u3044\u3011\n- \u5c5e\u6027\u3084\u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u3078\u306e\u8a00\u53ca\u304c\u3001\u8a55\u70b9\u306e\u7406\u7531\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308c\u3070 link \u3092 linked_to_rating \u306b\u3001\n  \u89e6\u308c\u3066\u3044\u308b\u3060\u3051\u306a\u3089 mention_only \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u306e\u533a\u5206\u306f {leave_flag} \u3067\u3059\u3002\u7406\u7531\u306f\u6e21\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u76f4\u3057\u306e\u6848\u306e\u53b3\u5b88\u4e8b\u9805\u3011\n- \u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u4e8b\u5b9f\u3001\u884c\u52d5\u3001\u6210\u679c\u3001\u6570\u5b57\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5177\u4f53\u7684\u306a\u4e8b\u5b9f\u304c\u8db3\u308a\u306a\u3044\u7b87\u6240\u306f\u300c\u3010\u5177\u4f53\u7684\u306a\u884c\u52d5\u3092\u8a18\u5165\u3011\u300d\u300c\u3010\u6210\u679c\u306e\u6570\u5b57\u3092\u8a18\u5165\u3011\u300d\u306e\u3088\u3046\u306b\u7a7a\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5c5e\u6027\u3078\u306e\u8a00\u53ca\u306f\u3001\u8a55\u4fa1\u306b\u5fc5\u8981\u306a\u3051\u308c\u3070\u524a\u308b\u6848\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- linked_to_rating \u306e\u6307\u6458\u304c\u3042\u308b\u30b3\u30e1\u30f3\u30c8\u306f\u3001\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u4f5c\u3089\u305a rewrite \u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a55\u70b9\u3092\u5909\u3048\u308b\u63d0\u6848\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u305d\u306e\u4ed6\u306e\u53b3\u5b88\u4e8b\u9805\u3011\n- quote \u306b\u306f\u3001\u6307\u6458\u306e\u6839\u62e0\u306b\u3057\u305f\u30b3\u30e1\u30f3\u30c8\u306e\u90e8\u5206\u3092\u3001\u4e00\u5b57\u4e00\u53e5\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a55\u4fa1\u5bfe\u8c61\u8005\u3084\u4e0a\u53f8\u306e\u4eba\u7269\u50cf\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9055\u6cd5\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8ff7\u3063\u305f\u3068\u304d\u306b\u300c\u554f\u984c\u306a\u3057\u300d\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002unclear \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b49\u7d1a\u30fb\u8077\u7a2e\u3011{grade} {job}\n\u3010\u8a55\u4fa1\u57fa\u6e96\uff08\u7248\uff1a{criteria_version}\uff09\u3011{criteria}\n\u3010\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\uff08\u7248\uff1a{list_version}\uff09\u3011{expression_list}\n\u3010\u8a55\u4fa1\u9805\u76ee\u3054\u3068\u306e\u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8\u3011{ratings_and_comments}\n\u3010\u672c\u4eba\u306e\u81ea\u5df1\u8a55\u4fa1\u3011{self_review}\n\u3010\u524d\u56de\u306e\u6307\u6458\uff08\u518d\u63d0\u51fa\u306e\u5834\u5408\uff09\u3011{previous_findings}\n```\n\n**\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u4e8b\u5b9f\u3092\u8db3\u3055\u306a\u3044\u300d\u3068\u300c\u7a7a\u3051\u3066\u8fd4\u3059\u300d\u3092\u4e21\u65b9\u66f8\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u7981\u6b62\u3060\u3051\u3067\u306f\u57cb\u3081\u3066\u304f\u308b\u304b\u3089\u3067\u3059\u3002** \u8db3\u3059\u306a\u3068\u8a00\u3046\u3060\u3051\u3067\u306f\u3001\u4e8b\u5b9f\u306e\u306a\u3044\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u4f5c\u308c\u305a\u3001\u8a00\u3044\u56de\u3057\u3060\u3051\u3092\u98fe\u3063\u305f\u6848\u306b\u306a\u308a\u307e\u3059\u3002**\u7a7a\u3051\u308b\u5834\u6240\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u4e0a\u53f8\u304c\u4f55\u3092\u66f8\u304d\u8db3\u305b\u3070\u3088\u3044\u304b\u304c\u5206\u304b\u308b\u6848\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**`linked_to_rating` \u306e\u3068\u304d\u306b\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u4f5c\u3089\u305b\u306a\u3044\u306e\u3082\u3001\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u6587\u7ae0\u3060\u3051\u3092\u6574\u3048\u305f\u6848\u304c\u3042\u308b\u3068\u3001\u4e0a\u53f8\u306f\u305d\u308c\u3092\u8cbc\u3063\u3066\u518d\u63d0\u51fa\u3057\u3001**\u8a55\u70b9\u306e\u7406\u7531\u306b\u5c5e\u6027\u304c\u4f7f\u308f\u308c\u3066\u3044\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u6587\u7ae0\u304b\u3089\u6d88\u3048\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3092\u3001\u69cb\u9020\u5316\u51fa\u529b\u306e\u30b9\u30ad\u30fc\u30de\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"employee_no\": \"\",\n  \"criteria_version\": \"\",\n  \"items\": [\n    {\n      \"item_name\": \"\",\n      \"rating\": \"\",\n      \"findings\": [\n        { \"type\": \"rating_mismatch | no_evidence | biased | personality | unclear\",\n          \"quote\": \"\", \"category\": \"\", \"link\": \"linked_to_rating | mention_only | none\",\n          \"reason\": \"\" }\n      ],\n      \"rewrite\": \"\"\n    }\n  ],\n  \"self_review_gaps\": [\"\"]\n}\n```\n\n\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f**\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u3092\u8a2d\u5b9a\u3059\u308b**\u5fc5\u8981\u304c\u3042\u308a\u3001\u30b9\u30ad\u30fc\u30de\u306b\u306f**\u6700\u59275\u6bb5\u306e\u5165\u308c\u5b50**\u304c\u6301\u3066\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e0a\u306e\u5f62\u306f\u3053\u306e\u7bc4\u56f2\u306b\u53ce\u3081\u3066\u3044\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5f15\u7528\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7167\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** Azure Functions \u304c `quote` \u3092\u5143\u306e\u30b3\u30e1\u30f3\u30c8\u3068\u7a81\u304d\u5408\u308f\u305b\u3001**\u898b\u3064\u304b\u3089\u306a\u3044\u6307\u6458\u306f\u63a1\u7528\u3057\u307e\u305b\u3093\u3002** \u66f8\u304d\u76f4\u3057\u306e\u6848\u306e\u4e2d\u306e\u300c\u3010\u3011\u300d\u306e\u6570\u3082\u6570\u3048\u3001\u7a7a\u3051\u305f\u7b87\u6240\u304c\u4e0a\u53f8\u306b\u5206\u304b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001AI\u306e\u6307\u6458\u3068\u70b9\u691c\u306e\u7d50\u679c\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** AI\u306f `findings` \u3092\u57cb\u3081\u3001\u8a55\u4fa1\u30b7\u30fc\u30c8\u306e\u7d50\u679c\u306f\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| \u70b9\u691c\u306e\u7d50\u679c | \u6761\u4ef6 |\n|:--|:--|\n| `ok` | `findings` \u304c\u7121\u3044 |\n| `review` | `unclear` \u304c\u3042\u308b\u304b\u3001\u5f15\u7528\u306e\u7167\u5408\u3067\u843d\u3061\u305f\u6307\u6458\u304c\u3042\u308b |\n| `return` | `rating_mismatch`\u3001`no_evidence`\u3001`personality` \u306e\u3069\u308c\u304b\u3001\u307e\u305f\u306f `link` \u304c `mention_only` \u306e `biased` \u304c\u3042\u308b |\n| `escalate` | `link` \u304c `linked_to_rating` \u306e\u6307\u6458\u304c\u3042\u308b |\n\n**3\u3064\u76ee\u306f\u3001\u9805\u76ee\u3054\u3068\u306b\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u8a55\u4fa1\u9805\u76ee\u304c5\u3064\u3042\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f1\u9805\u76ee\u3060\u3051\u3068\u3044\u3046\u3053\u3068\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002**\u5dee\u3057\u623b\u3057\u306e\u30b3\u30e1\u30f3\u30c8\u306b\u3001\u76f4\u3059\u9805\u76ee\u3068\u6848\u3060\u3051\u3092\u8cbc\u308c\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0 | CSV \u306e\u66f8\u304d\u51fa\u3057\uff08\u88fd\u54c1\u306e\u4ed5\u69d8\u306b\u3088\u308b\uff09 | \u5bfe\u8c61\u8005\u306e\u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8 |\n| \u52e4\u6020\u306e\u30c7\u30fc\u30bf | \u66f8\u304d\u51fa\u3057 | \u671f\u4e2d\u306e\u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u306e\u6709\u7121\u306e\u533a\u5206 |\n| Azure OpenAI | Chat Completions API\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u6307\u6458\u3068\u66f8\u304d\u76f4\u3057\u306e\u6848 |\n| \u70b9\u691c\u306e\u4e00\u89a7\uff08SharePoint \u306e\u30ea\u30b9\u30c8\uff09 | Azure Functions \u304c\u66f8\u304d\u8fbc\u3080 | \u70b9\u691c\u306e\u7d50\u679c\u3001\u6307\u6458\u3001\u66f8\u304d\u76f4\u3057\u306e\u6848 |\n| \u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\uff08\u5dee\u3057\u623b\u3057\uff09 | \u4eba\u304c\u64cd\u4f5c | \u6307\u6458\u3068\u66f8\u304d\u76f4\u3057\u306e\u6848\u3092\u6dfb\u3048\u3066\u4e0a\u53f8\u306b\u623b\u3059 |\n\n**\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u66f8\u304d\u623b\u3057\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002** \u5dee\u3057\u623b\u3057\u306e\u64cd\u4f5c\u3092\u81ea\u52d5\u306b\u3059\u308b\u3068\u3001**\u4eba\u4e8b\u304c\u78ba\u304b\u3081\u308b\u524d\u306e\u6307\u6458\u304c\u4e0a\u53f8\u306b\u5c4a\u304d\u307e\u3059\u3002** \u7279\u306b `escalate` \u306e\u3082\u306e\u306f\u3001\u6587\u7ae0\u3067\u623b\u3059\u3088\u308a\u5148\u306b\u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u304c\u8a71\u3059\u3079\u304d\u3082\u306e\u3067\u3059\u3002\n\n**\u70b9\u691c\u306e\u4e00\u89a7\u306e\u30ea\u30b9\u30c8\u306f\u3001\u4eba\u4e8b\u306e\u904b\u7528\u30c1\u30fc\u30e0\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8\u3068\u6307\u6458\u304c\u4e26\u3093\u3060\u4e00\u89a7\u306f\u3001\u793e\u54e1\u306e\u51e6\u9047\u306b\u76f4\u7d50\u3059\u308b\u60c5\u5831\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **`escalate` \u3092\u6700\u521d\u306b\u898b\u308b** \u2026 \u5143\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u8aad\u307f\u3001\u5c5e\u6027\u3084\u4f11\u696d\u304c\u8a55\u70b9\u306e\u7406\u7531\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u78ba\u304b\u306a\u3089\u3001\u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u304c\u4e0a\u53f8\u3068\u8a71\u3057\u307e\u3059**\n2. **`return` \u306e\u6307\u6458\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5f15\u7528\u3068\u7406\u7531\u3092\u8aad\u307f\u3001\u6307\u6458\u304c\u59a5\u5f53\u304b\u3092\u898b\u307e\u3059\u3002**\u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u4e8b\u5b9f\u304c\u8db3\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u5fc5\u305a\u898b\u307e\u3059**\n3. **`review` \u3092\u8aad\u3080** \u2026 AI\u304c\u6c7a\u3081\u3089\u308c\u306a\u304b\u3063\u305f\u7b87\u6240\u3092\u3001\u4eba\u304c\u6c7a\u3081\u307e\u3059\n4. **`ok` \u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u308b** \u2026 \u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8\u306e\u5192\u982d\u3092\u8aad\u307f\u3001\u9055\u548c\u611f\u306e\u3042\u308b\u3082\u306e\u3060\u3051\u958b\u304d\u307e\u3059\n5. **\u6307\u6458\u3092\u8986\u3057\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u6307\u6458\u3092\u3001\u306a\u305c\u5916\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u306e\u5f8c\u534a\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u300c\u3010\u3011\u300d\u304c1\u3064\u3082\u7121\u3044\u306e\u306b\u3001\u5143\u306e\u30b3\u30e1\u30f3\u30c8\u3088\u308a\u5177\u4f53\u7684\u306b\u306a\u3063\u3066\u3044\u305f\u3089\u3001**\u4e8b\u5b9f\u304c\u8db3\u3055\u308c\u3066\u3044\u307e\u3059\u3002** \u305d\u306e\u6848\u306f\u4f7f\u308f\u305a\u3001\u7a7a\u3051\u308b\u5f62\u3067\u4f5c\u308a\u76f4\u3055\u305b\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001300\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef63\u5206\u3067\u3059\u3002** `ok` \u306f1\u5206\u8db3\u3089\u305a\u3001`return` \u306f\u6307\u6458\u3068\u6848\u3092\u78ba\u304b\u3081\u3066\u5dee\u3057\u623b\u3057\u3092\u9001\u308b\u307e\u3067\u6570\u5206\u304b\u304b\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30b3\u30e1\u30f3\u30c8\u304c\u7a7a\u3001\u307e\u305f\u306f\u6570\u6587\u5b57\u3060\u3051 | AI\u306b\u6e21\u3055\u305a\u300c\u8a18\u5165\u4e0d\u8db3\u300d\u3068\u3057\u3066\u4e0a\u53f8\u306b\u623b\u3059 |\n| \u8a55\u4fa1\u57fa\u6e96\u304c\u7121\u3044\u7b49\u7d1a\u30fb\u8077\u7a2e | \u8a55\u70b9\u3068\u306e\u6574\u5408\u306e\u89b3\u70b9\u3092\u5916\u3057\u3001\u8868\u73fe\u3060\u3051\u3092\u70b9\u691c\u3059\u308b |\n| \u5f15\u7528\u304c\u30b3\u30e1\u30f3\u30c8\u306b\u898b\u3064\u304b\u3089\u306a\u3044 | \u6307\u6458\u3092\u63a1\u7528\u3057\u306a\u3044\u3002`review` \u306b\u3059\u308b |\n| \u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u4e8b\u5b9f\u304c\u8db3\u3055\u308c\u3066\u3044\u308b | \u6848\u3092\u6368\u3066\u3001\u7a7a\u3051\u308b\u5f62\u3067\u4f5c\u308a\u76f4\u3055\u305b\u308b |\n| \u540c\u3058\u4e0a\u53f8\u306e\u30b3\u30e1\u30f3\u30c8\u3067\u540c\u3058\u6307\u6458\u304c\u7d9a\u304f | \u500b\u5225\u306e\u5dee\u3057\u623b\u3057\u306b\u52a0\u3048\u3001\u8a55\u4fa1\u8005\u7814\u4fee\u306e\u984c\u6750\u306b\u3059\u308b |\n| \u518d\u63d0\u51fa\u3067\u524d\u56de\u306e\u6307\u6458\u304c\u76f4\u3063\u3066\u3044\u306a\u3044 | \u524d\u56de\u306e\u6307\u6458\u3092\u6dfb\u3048\u3066\u518d\u3073\u623b\u3059\u30022\u56de\u7d9a\u3051\u3070\u4eba\u4e8b\u304c\u4e0a\u53f8\u3068\u8a71\u3059 |\n| \u5916\u56fd\u8a9e\u3067\u66f8\u304b\u308c\u305f\u30b3\u30e1\u30f3\u30c8 | \u65e5\u672c\u8a9e\u306b\u8a33\u3055\u305a\u3001\u305d\u306e\u8a00\u8a9e\u306e\u307e\u307e\u70b9\u691c\u3059\u308b\u3002\u5224\u65ad\u304c\u96e3\u3057\u3051\u308c\u3070 `review` |\n| \u66f8\u304d\u51fa\u3057\u306e\u30c7\u30fc\u30bf\u306e\u5217\u304c\u305a\u308c\u3066\u3044\u308b | \u51e6\u7406\u3092\u6b62\u3081\u3066\u4eba\u4e8b\u306b\u77e5\u3089\u305b\u308b\u3002**\u305a\u308c\u305f\u307e\u307e\u70b9\u691c\u3057\u306a\u3044** |\n\n**\u6700\u5f8c\u306e\u884c\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a55\u70b9\u306e\u5217\u3068\u30b3\u30e1\u30f3\u30c8\u306e\u5217\u304c\u305a\u308c\u308b\u3068\u3001\u5225\u306e\u4eba\u306e\u8a55\u70b9\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u7167\u3089\u3059\u3053\u3068\u306b\u306a\u308a\u3001**\u3059\u3079\u3066\u306e\u6307\u6458\u304c\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u304d\u51fa\u3057\u306e\u5217\u306e\u6570\u3068\u898b\u51fa\u3057\u3092\u6bce\u56de\u78ba\u304b\u3081\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u66f8\u304d\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u65e5\u6642\u3001\u793e\u54e1\u756a\u53f7\u306e\u4e00\u89a7\n- \u4f7f\u3063\u305f\u8a55\u4fa1\u57fa\u6e96\u3068\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u306e\u7248\n- Azure OpenAI \u306b\u6e21\u3057\u305f\u5165\u529b\uff08\u6c0f\u540d\u3092\u7f6e\u304d\u63db\u3048\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\u306e\u5168\u6587\n- **\u4eba\u4e8b\u304c\u6307\u6458\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u6307\u6458\u3092\u3001\u306a\u305c\u5916\u3057\u305f\u304b\n- \u5dee\u3057\u623b\u3057\u305f\u65e5\u6642\u3068\u3001\u518d\u63d0\u51fa\u306e\u30b3\u30e1\u30f3\u30c8\n- `escalate` \u306e\u5bfe\u5fdc\u306e\u8a18\u9332 \u2026 \u8ab0\u304c\u4e0a\u53f8\u3068\u8a71\u3057\u3001\u8a55\u70b9\u304c\u3069\u3046\u306a\u3063\u305f\u304b\n\n**4\u3064\u76ee\u306f\u3001\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u533a\u5206\u3067\u5916\u3059\u6307\u6458\u304c\u591a\u3051\u308c\u3070\u3001**\u305d\u306e\u533a\u5206\u306e\u4f8b\u304c\u5e83\u3059\u304e\u307e\u3059\u3002** \u4e00\u89a7\u3092\u76f4\u3059\u3068\u3001\u4e0a\u53f8\u306b\u5c4a\u304f\u7684\u5916\u308c\u306a\u6307\u6458\u304c\u6e1b\u308a\u307e\u3059\u3002\n\n**\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u306f\u3001\u8a55\u4fa1\u306e\u8a18\u9332\u3068\u540c\u3058\u306b\u3057\u307e\u3059\u3002** \u70b9\u691c\u306e\u8a18\u9332\u3060\u3051\u304c\u8a55\u4fa1\u306e\u8a18\u9332\u3088\u308a\u9577\u304f\u6b8b\u308b\u3068\u3001**\u51e6\u9047\u306e\u8b70\u8ad6\u3067\u3001\u70b9\u691c\u306e\u8a18\u9332\u304c\u8a55\u4fa1\u306e\u8a18\u9332\u306e\u4ee3\u308f\u308a\u306b\u8aad\u307e\u308c\u308b**\u3053\u3068\u304c\u8d77\u304d\u307e\u3059\u3002","minimal_setup":"1. \u524d\u56de\u306e\u8a55\u4fa1\u671f\u304b\u3089\u3001\u4eba\u4e8b\u304c\u5dee\u3057\u623b\u3057\u305f\u30b3\u30e1\u30f3\u30c8\u3068\u901a\u3057\u305f\u30b3\u30e1\u30f3\u30c8\u3092\u5408\u308f\u305b\u306630\u4ef6\u9078\u3076\uff08**\u6c0f\u540d\u306f\u793e\u54e1\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u308b**\uff09\n2. \u305d\u306e30\u4ef6\u3068\u8a55\u4fa1\u57fa\u6e96\u3001\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u3092\u7528\u610f\u3059\u308b\n3. Azure OpenAI \u306e\u753b\u9762\u3067\u3001\u7b2c7\u7ae0\u306e\u6307\u793a\u3092\u4f7f\u3063\u30661\u4ef6\u305a\u3064\u70b9\u691c\u3055\u305b\u308b\n4. \u51fa\u3066\u304d\u305f\u6307\u6458\u3092\u3001\u5f53\u6642\u306e\u4eba\u4e8b\u306e\u5dee\u3057\u623b\u3057\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n5. \u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u4e8b\u5b9f\u304c\u8db3\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u30921\u4ef6\u305a\u3064\u898b\u308b\n\n**5\u756a\u76ee\u3092\u6700\u512a\u5148\u3067\u898b\u3066\u304f\u3060\u3055\u3044\u3002** \u6307\u6458\u304c\u5f53\u6642\u3068\u5408\u3063\u3066\u3044\u3066\u3082\u3001\u66f8\u304d\u76f4\u3057\u306e\u6848\u304c\u4e8b\u5b9f\u3092\u4f5c\u3063\u3066\u3044\u308c\u3070\u3001**\u305d\u306e\u307e\u307e\u4e0a\u53f8\u306b\u6e21\u305b\u308b\u69cb\u6210\u306b\u306f\u306a\u308a\u307e\u305b\u3093\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u5dee\u3057\u623b\u3057\u305f\u3082\u306e\u304c `return` \u3067\u51fa\u305f\u3002\u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u300c\u3010\u3011\u300d\u304c\u5165\u3063\u3066\u3044\u308b | **\u81ea\u52d5\u306e\u51e6\u7406\u306b\u9032\u3080** |\n| \u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u3001\u5143\u306e\u30b3\u30e1\u30f3\u30c8\u306b\u7121\u3044\u5177\u4f53\u4f8b\u304c\u66f8\u304b\u308c\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u8a55\u70b9\u3068\u306e\u6574\u5408\u306e\u6307\u6458\u304c\u3070\u3089\u3064\u304f | **\u8a55\u4fa1\u57fa\u6e96\u306e\u66f8\u304d\u65b9\u304c\u5148\u3002** \u8a55\u70b9\u306e\u5b9a\u7fa9\u306b\u884c\u52d5\u306e\u4f8b\u3092\u8db3\u3059 |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u8a55\u4fa1\u57fa\u6e96\u3092\u898b\u76f4\u3059\u6a5f\u4f1a\u3067\u3059\u3002** AI\u304c\u7167\u3089\u305b\u306a\u3044\u57fa\u6e96\u306f\u3001\u4e0a\u53f8\u306b\u3068\u3063\u3066\u3082\u7167\u3089\u3057\u306b\u304f\u3044\u57fa\u6e96\u3067\u3059\u3002","minimal_setup_short":"\u524d\u56de\u306e\u8a55\u4fa1\u671f\u306e30\u4ef6\u3092\u3001\u753b\u9762\u30671\u4ef6\u305a\u3064\u70b9\u691c\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u6307\u6458\u3068\u66f8\u304d\u76f4\u3057\u306e\u6848","semi_auto_setup":"\u4e0a\u8a18\uff0b\u7de0\u3081\u5207\u308a\u306e\u7fcc\u671d\u306b\u66f8\u304d\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u307e\u3068\u3081\u3066\u70b9\u691c\u3057\u3001\u7d50\u679c\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u6307\u6458\u3068\u6848\u306e\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u6c0f\u540d\u306e\u7f6e\u304d\u63db\u3048\u3001\u5f15\u7528\u306e\u7167\u5408\u3001\u898f\u5247\u3067\u306e\u96c6\u8a08\u3001\u518d\u63d0\u51fa\u306e\u5dee\u5206\u306e\u70b9\u691c\u3092\u81ea\u52d5\u306b\u3059\u308b \uff0f \u70b9\u691c\u306e\u5168\u4f53\u3068\u3001\u5dee\u3057\u623b\u3057\u5148\u306e\u6d17\u3044\u51fa\u3057","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef68\u5206\u304c5\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u6307\u6458\u306f\u51fa\u307e\u3059\u304c\u3001\u6c0f\u540d\u306e\u7f6e\u304d\u63db\u3048\u3068\u5f15\u7528\u306e\u78ba\u304b\u3081\u3092\u4eba\u304c\u884c\u3046\u624b\u9593\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30673\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u671f\u5206\u898b\u308b\u3068\u3001**\u5916\u3059\u6307\u6458\u306e\u591a\u3044\u533a\u5206\u3068\u3001\u8a55\u70b9\u306e\u5b9a\u7fa9\u304c\u3042\u3044\u307e\u3044\u306a\u7b49\u7d1a**\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u4e8b\u5b9f\u304c\u8db3\u3055\u308c\u308b | **\u7a7a\u3051\u308b\u5f62\u3092\u6307\u5b9a\u3059\u308b\u3002** \u300c\u3010\u3011\u300d\u306e\u7121\u3044\u6848\u3092\u7591\u3046 |\n| \u5c5e\u6027\u304c\u8a55\u70b9\u306e\u7406\u7531\u306a\u306e\u306b\u3001\u66f8\u304d\u76f4\u3057\u3067\u901a\u3063\u3066\u3057\u307e\u3046 | `linked_to_rating` \u306f\u6848\u3092\u4f5c\u3089\u305b\u305a\u3001\u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u304c\u8a71\u3059 |\n| \u5c5e\u6027\u306b\u89e6\u308c\u305f\u3060\u3051\u3067\u5168\u90e8\u6307\u6458\u3055\u308c\u308b | `mention_only` \u3068 `linked_to_rating` \u3092\u5206\u3051\u308b |\n| \u8a55\u70b9\u3068\u306e\u6574\u5408\u306e\u6307\u6458\u304c\u3070\u3089\u3064\u304f | \u8a55\u70b9\u306e\u5b9a\u7fa9\u306b\u884c\u52d5\u306e\u4f8b\u3092\u8db3\u3059 |\n| \u540c\u50da\u306e\u6c0f\u540d\u304c\u305d\u306e\u307e\u307e\u6e21\u308b | \u793e\u54e1\u540d\u7c3f\u3068\u7167\u5408\u3057\u3066\u672c\u6587\u306e\u6c0f\u540d\u3082\u7f6e\u304d\u63db\u3048\u308b |\n| \u4f11\u696d\u306e\u7406\u7531\u3092\u6e21\u3057\u3066\u3057\u307e\u3046 | \u533a\u5206\uff08\u3042\u308a\u30fb\u306a\u3057\uff09\u3060\u3051\u3092\u6e21\u3059 |\n| \u5f15\u7528\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u6307\u6458\u304c\u6df7\u3056\u308b | \u5f15\u7528\u3092\u7167\u5408\u3057\u3001\u898b\u3064\u304b\u3089\u306a\u3044\u6307\u6458\u306f\u63a1\u7528\u3057\u306a\u3044 |\n| \u66f8\u304d\u51fa\u3057\u306e\u5217\u304c\u305a\u308c\u308b | \u5217\u306e\u6570\u3068\u898b\u51fa\u3057\u3092\u6bce\u56de\u78ba\u304b\u3081\u3001\u305a\u308c\u305f\u3089\u6b62\u3081\u308b |\n| \u70b9\u691c\u306e\u7d50\u679c\u304c\u4e0a\u53f8\u306e\u8a55\u4fa1\u306b\u4f7f\u308f\u308c\u308b | **\u70b9\u691c\u306f\u66f8\u304d\u76f4\u3057\u306e\u52a9\u8a00\u306e\u305f\u3081\u3068\u6c7a\u3081\u3001\u904b\u7528\u306e\u898f\u7a0b\u306b\u66f8\u304f** |\n| \u8a55\u70b9\u3092\u5909\u3048\u308b\u63d0\u6848\u304c\u51fa\u308b | \u6307\u793a\u3067\u7981\u3058\u308b\u3002**\u8a55\u70b9\u306f\u4e0a\u53f8\u3068\u4e8c\u6b21\u8a55\u4fa1\u8005\u304c\u6c7a\u3081\u308b** |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u3001\u6587\u7ae0\u3092\u6574\u3048\u308b\u3053\u3068\u3067\u3001\u8a55\u4fa1\u306e\u4e2d\u8eab\u306e\u554f\u984c\u304c\u898b\u3048\u306a\u304f\u306a\u308b\u3068\u3053\u308d\u304b\u3089\u8d77\u304d\u307e\u3059\u3002**\u4e8b\u5b9f\u3092\u8db3\u3055\u306a\u3044\u3001\u8a55\u70b9\u306e\u7406\u7531\u306e\u554f\u984c\u306f\u6587\u7ae0\u3067\u6e08\u307e\u305b\u306a\u3044\u3001\u306e2\u3064\u3092\u5b88\u308c\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u3053\u306e\u69cb\u6210\u304c\u4f7f\u3048\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n**\u4e0b\u306e2\u884c\u306f\u3001AI\u306e\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6307\u6458\u306e\u4ef6\u6570\u304c\u4e0a\u53f8\u3054\u3068\u306b\u6570\u3048\u3089\u308c\u308b\u3068\u3001\u8a55\u4fa1\u8005\u3068\u3057\u3066\u306e\u4e0a\u53f8\u306e\u8a55\u4fa1\u306b\u4f7f\u3044\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u4f7f\u308f\u308c\u308b\u3068\u5206\u304b\u3063\u305f\u6642\u70b9\u3067\u3001\u4e0a\u53f8\u306f\u30b3\u30e1\u30f3\u30c8\u3092\u77ed\u304f\u7121\u96e3\u306b\u66f8\u304f\u3088\u3046\u306b\u306a\u308a\u3001\u672c\u4eba\u306b\u4f1d\u308f\u308b\u8a55\u4fa1\u304b\u3089\u9060\u3056\u304b\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u793e\u54e1\u306e\u8a55\u70b9\u3068\u4e0a\u53f8\u306e\u30b3\u30e1\u30f3\u30c8\u3001\u672c\u4eba\u306e\u81ea\u5df1\u8a55\u4fa1\u3001\u7b49\u7d1a\u3068\u8077\u7a2e\u3001\u671f\u4e2d\u306e\u4f11\u696d\u30fb\u6642\u77ed\u52e4\u52d9\u306e\u6709\u7121\u3067\u3059\u3002**\u51e6\u9047\u306b\u76f4\u7d50\u3059\u308b\u3001\u793e\u5185\u3067\u3082\u898b\u3089\u308c\u308b\u4eba\u304c\u9650\u3089\u308c\u308b\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u6c0f\u540d\u3092\u6e21\u3055\u306a\u3044** \u2026 \u8a55\u4fa1\u5bfe\u8c61\u8005\u306e\u6c0f\u540d\u306f\u793e\u54e1\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u672c\u6587\u306e\u6c0f\u540d\u3082\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**Azure OpenAI \u306b\u6e21\u3059\u306e\u306f\u3001\u70b9\u691c\u306b\u8981\u308b\u6587\u7ae0\u3060\u3051\u3067\u3059**\n2. **\u4f11\u696d\u306e\u7406\u7531\u3092\u6e21\u3055\u306a\u3044** \u2026 \u80b2\u5150\u30fb\u4ecb\u8b77\u30fb\u75c5\u6c17\u306e\u3069\u308c\u306b\u3088\u308b\u4f11\u696d\u304b\u306f\u3001\u70b9\u691c\u306b\u8981\u308a\u307e\u305b\u3093\u3002**\u533a\u5206\u3060\u3051\u3092\u6e21\u3057\u307e\u3059**\n3. **\u5b66\u7fd2\u3078\u306e\u5229\u7528\u3068\u51e6\u7406\u306e\u5834\u6240\u3092\u78ba\u304b\u3081\u308b** \u2026 \u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u306f**\u4ed6\u306e\u9867\u5ba2\u3084 OpenAI \u306b\u63d0\u4f9b\u3055\u308c\u305a\u3001\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u306f\u9867\u5ba2\u304c\u6307\u5b9a\u3057\u305f\u5730\u57df\u306e\u4e2d\u3067\u51e6\u7406\u3055\u308c\u3001**Global \u3084 DataZone \u306e\u30c7\u30d7\u30ed\u30a4\u306e\u7a2e\u985e\u3067\u306f\u305d\u308c\u305e\u308c\u306e\u7bc4\u56f2\u3067\u51e6\u7406\u3055\u308c\u3046\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65e5\u672c\u306e\u5730\u57df\u306e\u6a19\u6e96\u306e\u30c7\u30d7\u30ed\u30a4\u3092\u9078\u3073\u307e\u3059\n4. **\u4e0d\u6b63\u5229\u7528\u306e\u76e3\u8996\u306e\u6271\u3044\u3092\u78ba\u304b\u3081\u308b** \u2026 \u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u4e0d\u6b63\u5229\u7528\u306e\u5146\u5019\u304c\u691c\u77e5\u3055\u308c\u308b\u3068\u3001**\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u306e\u4e00\u90e8\u304c\u4eba\u306b\u3088\u308b\u78ba\u8a8d\u306e\u5bfe\u8c61\u306b\u306a\u308a\u3046\u308b**\u3068\u3055\u308c\u3001\u76e3\u8996\u306e\u6271\u3044\u306e\u5909\u66f4\u3092\u7533\u8acb\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4eba\u4e8b\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u306e\u3067\u3001\u7533\u8acb\u306e\u6761\u4ef6\u306b\u5f53\u305f\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n5. **\u6cd5\u5f8b\u306e\u7981\u6b62\u306b\u5f53\u305f\u308b\u304b\u306f\u4eba\u304c\u5224\u65ad\u3059\u308b** \u2026 \u7537\u5973\u96c7\u7528\u6a5f\u4f1a\u5747\u7b49\u6cd5\u7b2c6\u6761\u306f\u3001\u914d\u7f6e\u30fb\u6607\u9032\u30fb\u964d\u683c\u306a\u3069\u306b\u3064\u3044\u3066**\u6027\u5225\u3092\u7406\u7531\u3068\u3059\u308b\u5dee\u5225\u7684\u306a\u53d6\u6271\u3044**\u3092\u7981\u3058\u3001\u7b2c9\u6761\u7b2c3\u9805\u306f\u3001**\u598a\u5a20\u30fb\u51fa\u7523\u306a\u3069\u306b\u95a2\u3059\u308b\u4e8b\u7531\u3092\u7406\u7531\u3068\u3059\u308b\u4e0d\u5229\u76ca\u306a\u53d6\u6271\u3044**\u3092\u7981\u3058\u3066\u3044\u307e\u3059\u3002\u80b2\u5150\u30fb\u4ecb\u8b77\u4f11\u696d\u6cd5\u7b2c10\u6761\u306f\u3001**\u80b2\u5150\u4f11\u696d\u306e\u7533\u51fa\u3092\u3057\u305f\u3053\u3068\u3001\u80b2\u5150\u4f11\u696d\u3092\u3057\u305f\u3053\u3068\u306a\u3069\u3092\u7406\u7531\u3068\u3059\u308b\u4e0d\u5229\u76ca\u306a\u53d6\u6271\u3044**\u3092\u7981\u3058\u3066\u3044\u307e\u3059\u3002**\u30b3\u30e1\u30f3\u30c8\u304c\u3053\u308c\u3089\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad\u306f\u3001\u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u3068\u52b4\u52d9\u306e\u5c02\u9580\u5bb6\u304c\u884c\u3044\u307e\u3059**\n6. **\u70b9\u691c\u306e\u7d50\u679c\u3092\u4e0a\u53f8\u306e\u8a55\u4fa1\u306b\u4f7f\u308f\u306a\u3044** \u2026 \u70b9\u691c\u306f\u3001\u4e0a\u53f8\u304c\u826f\u3044\u8a55\u4fa1\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u66f8\u3051\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u52a9\u8a00\u3067\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5c5e\u6027\u3092\u7406\u7531\u306b\u3057\u305f\u8a55\u4fa1\u3092\u898b\u9003\u3059\u3053\u3068\u3068\u3001\u4f5c\u3089\u308c\u305f\u4e8b\u5b9f\u304c\u8a55\u4fa1\u306e\u6839\u62e0\u3068\u3057\u3066\u672c\u4eba\u306b\u5c4a\u304f\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f `linked_to_rating` \u306e\u898b\u843d\u3068\u3057\u3067\u3001\u5f8c\u8005\u306f\u66f8\u304d\u76f4\u3057\u306e\u6848\u306e\u78ba\u8a8d\u306e\u7701\u7565\u3067\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u4eba\u4e8b\u304c\u78ba\u304b\u3081\u308b\u5de5\u7a0b\u3092\u7701\u304b\u306a\u3044\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u3084\u4e8b\u696d\u90e8\u3054\u3068\u306b\u8a55\u4fa1\u306e\u7de0\u3081\u306e\u6708\u3092\u305a\u3089\u3057\u3066\u3044\u3066\u3001\u6bce\u6708\u6570\u767e\u4ef6\u306e\u8a55\u4fa1\u30b3\u30e1\u30f3\u30c8\u304c\u4eba\u4e8b\u306b\u5c4a\u304d\u3001\u4eba\u4e8b\u304c\u8aad\u3093\u3067\u4e0a\u53f8\u306b\u66f8\u304d\u76f4\u3057\u3092\u983c\u3093\u3067\u3044\u308b\u591a\u5e97\u8217\u306e\u30b5\u30fc\u30d3\u30b9\u696d\u30fb\u5c0f\u58f2\u30fb\u4ecb\u8b77\u30fbIT\u4f01\u696d\u306a\u3069\u3002\u7b49\u7d1a\u3054\u3068\u306e\u8a55\u4fa1\u57fa\u6e96\u3068\u8a55\u70b9\u306e\u5b9a\u7fa9\u304c\u6587\u66f8\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u8a55\u4fa1\u306e\u30c7\u30fc\u30bf\u3092\u66f8\u304d\u51fa\u305b\u308b\u5834\u5408\u3002Azure \u3092\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u8a55\u4fa1\u306e\u5bfe\u8c61\u8005\u304c\u6570\u5341\u540d\u3067\u3001\u4eba\u4e8b\u304c\u5168\u4ef6\u3092\u4e01\u5be7\u306b\u8aad\u3081\u308b\u5834\u5408\u3002\u8a55\u4fa1\u57fa\u6e96\u304c\u6587\u66f8\u306b\u306a\u3063\u3066\u304a\u3089\u305a\u3001\u4e0a\u53f8\u3054\u3068\u306b\u8a55\u70b9\u306e\u610f\u5473\u304c\u9055\u3046\u5834\u5408\uff08\u307e\u305a\u57fa\u6e96\u3092\u6574\u3048\u308b\uff09\u3002AI\u306e\u70b9\u691c\u306e\u7d50\u679c\u3092\u4e0a\u53f8\u672c\u4eba\u306e\u8a55\u4fa1\u3084\u51e6\u9047\u306b\u4f7f\u3046\u904b\u7528\u3092\u8003\u3048\u3066\u3044\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u8a55\u70b9\u305d\u306e\u3082\u306e\u304c\u59a5\u5f53\u304b\u3001\u51e6\u9047\u3092\u3069\u3046\u6c7a\u3081\u308b\u304b\u306e\u5224\u65ad\u306f\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u3092\u4f5c\u308b**\n\n\u5c5e\u6027\u306e\u4e00\u89a7\uff08\u6027\u5225\u3001\u5e74\u9f62\u3001\u56fd\u7c4d\u3001\u5bb6\u65cf\u3001\u598a\u5a20\u30fb\u51fa\u7523\u3001\u80b2\u5150\u30fb\u4ecb\u8b77\u3001\u75c5\u6c17\u30fb\u969c\u5bb3\u306a\u3069\uff09\u3068\u3001\u4eba\u683c\u306e\u5426\u5b9a\u30fb\u65ad\u5b9a\u30fb\u3042\u3044\u307e\u3044\u306a\u8868\u73fe\u306e\u4f8b\u3092\u3001**\u4eba\u4e8b\u3068\u52b4\u52d9\u306e\u62c5\u5f53\u30671\u679a\u306b\u307e\u3068\u3081\u307e\u3059\u3002** `mention_only` \u3068 `linked_to_rating` \u306e\u9055\u3044\u3092\u4f8b\u3067\u793a\u3057\u307e\u3059\u3002\n\n\u4e00\u89a7\u306f\u3001\u4eba\u4e8b\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u8a55\u4fa1\u8005\u5411\u3051\u306e\u624b\u5f15\u306b\u3082\u8f09\u305b\u307e\u3059\u3002**AI\u304c\u6307\u6458\u3059\u308b\u57fa\u6e96\u3068\u3001\u4e0a\u53f8\u304c\u66f8\u304f\u3068\u304d\u306b\u898b\u308b\u57fa\u6e96\u3092\u540c\u3058\u3082\u306e\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u5dee\u3057\u623b\u3057\u3092\u53d7\u3051\u305f\u4e0a\u53f8\u304c\u7406\u7531\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a\u524d\u56de\u306e30\u4ef6\u3067\u8a66\u3059**\n\n\u524d\u56de\u306e\u8a55\u4fa1\u671f\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001\u6c0f\u540d\u3092\u7f6e\u304d\u63db\u3048\u3066\u70b9\u691c\u3055\u305b\u307e\u3059\u3002**\u5f53\u6642\u306e\u5dee\u3057\u623b\u3057\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u66f8\u304d\u76f4\u3057\u306e\u6848\u306b\u4e8b\u5b9f\u304c\u8db3\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u8a55\u4fa1\u57fa\u6e96\u3068\u66f8\u304d\u51fa\u3057\u3092\u6574\u3048\u308b**\n\n\u70b9\u691c\u3067\u6574\u5408\u306e\u6307\u6458\u304c\u3070\u3089\u3064\u3044\u305f\u7b49\u7d1a\u306e\u8a55\u70b9\u306e\u5b9a\u7fa9\u306b\u3001\u884c\u52d5\u306e\u4f8b\u3092\u8db3\u3057\u307e\u3059\u3002**\u8a55\u4fa1\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u3001\u6c0f\u540d\u3092\u5916\u3057\u3066\u66f8\u304d\u51fa\u305b\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002** Azure \u306e\u51e6\u7406\u306e\u5730\u57df\u3068\u3001\u4e0d\u6b63\u5229\u7528\u306e\u76e3\u8996\u306e\u6271\u3044\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u6b21\u306e\u7de0\u3081\u5207\u308a\u306e\u4f1a\u793e\u3067\u52d5\u304b\u3059**\n\n\u6b21\u306b\u4e00\u6b21\u8a55\u4fa1\u306e\u7de0\u3081\u5207\u308a\u3092\u8fce\u3048\u308b\u4f1a\u793e\u304b\u3089\u3001\u7fcc\u671d\u306e\u70b9\u691c\u3068\u4e00\u89a7\u306e\u66f8\u304d\u51fa\u3057\u307e\u3067\u3092\u52d5\u304b\u3057\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u5dee\u3057\u623b\u3057\u306f\u4eba\u304c\u5168\u4ef6\u3092\u8aad\u3093\u3067\u5224\u65ad\u3057\u3001AI\u306e\u6307\u6458\u3068\u4e26\u3079\u3066\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5f15\u7528\u306e\u7167\u5408\u3068\u898f\u5247\u3067\u306e\u96c6\u8a08\u3092\u8db3\u3057\u3001`ok` \u306e\u6d41\u3057\u898b\u3092\u59cb\u3081\u307e\u3059\u3002\u4eba\u4e8b\u304c\u6307\u6458\u3092\u8986\u3057\u305f\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u518d\u63d0\u51fa\u306e\u5dee\u5206\u306e\u70b9\u691c\u3092\u8db3\u3057\u30011\u4ef68\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u8986\u3057\u305f\u8a18\u9332\u304c\u8868\u73fe\u306e\u70b9\u691c\u306e\u4e00\u89a7\u306b\u623b\u308a\u3001\u8986\u3059\u4ef6\u6570\u304c\u6e1b\u3063\u3066\u304d\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0050","UC-0397","UC-0033","UC-0635"],"related_articles":[{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"},{"id":3912,"slug":"factcheck-taisei-content-ai","title":"\u8a18\u4e8b\u306e\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af5\u5de5\u7a0b\uff5c\u8aa4\u60c5\u5831\u3092\u4e16\u306b\u51fa\u3055\u306a\u3044"},{"id":4995,"slug":"kokoku-unei-shukan","title":"\u5e83\u544a\u904b\u7528\u306e\u9031\u6b21\u30c1\u30a7\u30c3\u30af\u9805\u76ee\u4e00\u89a7\uff5c\u898b\u843d\u3068\u3057\u3092\u4ed5\u7d44\u307f\u3067\u9632\u3050"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u7537\u5973\u96c7\u7528\u6a5f\u4f1a\u5747\u7b49\u6cd5\u7b2c6\u6761\u304c\u3001\u914d\u7f6e\u30fb\u6607\u9032\u30fb\u964d\u683c\u30fb\u6559\u80b2\u8a13\u7df4\u306a\u3069\u306b\u3064\u3044\u3066\u6027\u5225\u3092\u7406\u7531\u3068\u3059\u308b\u5dee\u5225\u7684\u53d6\u6271\u3044\u3092\u7981\u3058\u3066\u3044\u308b\u3053\u3068\u3002\u7b2c9\u6761\u7b2c3\u9805\u304c\u3001\u598a\u5a20\u30fb\u51fa\u7523\u3001\u7523\u524d\u7523\u5f8c\u306e\u4f11\u696d\u306e\u8acb\u6c42\u30fb\u53d6\u5f97\u305d\u306e\u4ed6\u306e\u598a\u5a20\u30fb\u51fa\u7523\u306b\u95a2\u3059\u308b\u4e8b\u7531\u3092\u7406\u7531\u3068\u3059\u308b\u89e3\u96c7\u305d\u306e\u4ed6\u4e0d\u5229\u76ca\u306a\u53d6\u6271\u3044\u3092\u7981\u3058\u3066\u3044\u308b\u3053\u3068 | [e-Gov \u6cd5\u4ee4API: \u96c7\u7528\u306e\u5206\u91ce\u306b\u304a\u3051\u308b\u7537\u5973\u306e\u5747\u7b49\u306a\u6a5f\u4f1a\u53ca\u3073\u5f85\u9047\u306e\u78ba\u4fdd\u7b49\u306b\u95a2\u3059\u308b\u6cd5\u5f8b](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/347AC0000000113) | 2026-10-14 |\n| \u80b2\u5150\u30fb\u4ecb\u8b77\u4f11\u696d\u6cd5\u7b2c10\u6761\u304c\u3001\u80b2\u5150\u4f11\u696d\u306e\u7533\u51fa\u3092\u3057\u305f\u3053\u3068\u3001\u80b2\u5150\u4f11\u696d\u3092\u3057\u305f\u3053\u3068\u306a\u3069\u3092\u7406\u7531\u3068\u3059\u308b\u89e3\u96c7\u305d\u306e\u4ed6\u4e0d\u5229\u76ca\u306a\u53d6\u6271\u3044\u3092\u7981\u3058\u3066\u3044\u308b\u3053\u3068 | [e-Gov \u6cd5\u4ee4API: \u80b2\u5150\u4f11\u696d\u3001\u4ecb\u8b77\u4f11\u696d\u7b49\u80b2\u5150\u53c8\u306f\u5bb6\u65cf\u4ecb\u8b77\u3092\u884c\u3046\u52b4\u50cd\u8005\u306e\u798f\u7949\u306b\u95a2\u3059\u308b\u6cd5\u5f8b](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/403AC0000000076) | 2026-10-14 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u6307\u5b9a\u3057\u305f JSON \u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3044\u3001Chat Completions API \u3068 Responses API \u306e\u4e21\u65b9\u3067\u4f7f\u3048\u308b\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057 `additionalProperties: false` \u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3002\u6700\u5927100\u500b\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3068\u6700\u59275\u6bb5\u306e\u5165\u308c\u5b50 | [Microsoft Learn: Azure OpenAI \u3067\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5](https:\/\/learn.microsoft.com\/ja-jp\/azure\/foundry\/openai\/how-to\/structured-outputs) | 2026-10-14 |\n| \u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u304c\u4ed6\u306e\u9867\u5ba2\u3084 OpenAI 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\u304c\u3001\u8077\u5834\u306e\u3084\u308a\u53d6\u308a\u3092\u3082\u3068\u306b\u793e\u54e1\u306e\u696d\u7e3e\u30fb\u614b\u5ea6\u30fb\u5185\u9762\u306e\u72b6\u614b\u30fb\u500b\u4eba\u306e\u7279\u6027\u306b\u3064\u3044\u3066\u63a8\u8ad6\u30fb\u5224\u65ad\u30fb\u8a55\u4fa1\u3059\u308b\u7528\u9014\u306b\u751f\u6210AI\u3092\u4f7f\u3046\u3053\u3068\u3092\u5236\u9650\u3057\u3066\u3044\u308b\u3053\u3068 | [Microsoft Learn: Data, Privacy, and Security for Microsoft Copilot](https:\/\/learn.microsoft.com\/en-us\/copilot\/microsoft-365\/microsoft-365-copilot-privacy) | 2026-10-14 |\n\n**\u30b3\u30e1\u30f3\u30c8\u304c\u6cd5\u5f8b\u306e\u7981\u6b62\u3059\u308b\u53d6\u6271\u3044\u306b\u5f53\u305f\u308b\u304b\u3001\u8a55\u70b9\u3092\u3069\u3046\u6271\u3046\u304b\u306f\u3001\u4eba\u4e8b\u306e\u8cac\u4efb\u8005\u3068\u52b4\u52d9\u306e\u5c02\u9580\u5bb6\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u3001\u4e0a\u8a18\u306e\u516c\u958b\u60c5\u5831\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u6cd5\u5f8b\u306e\u6307\u91dd\u3084\u901a\u9054\u306e\u5185\u5bb9\u307e\u3067\u306f\u78ba\u304b\u3081\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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