{"id":14945,"date":"2026-10-08T19:07:29","date_gmt":"2026-10-08T10:07:29","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/school-records-rule-qa\/"},"modified":"2026-10-08T19:07:29","modified_gmt":"2026-10-08T10:07:29","slug":"school-records-rule-qa","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/school-records-rule-qa\/","title":{"rendered":"\u5b66\u6821\u306e\u6559\u54e1\u304b\u3089\u51fa\u308b\u6210\u7e3e\u51e6\u7406\u30fb\u51fa\u6b20\u306e\u6271\u3044\u30fb\u6307\u5c0e\u8981\u9332\u306e\u66f8\u304d\u65b9\u306e\u8cea\u554f\u306b\u3001\u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u3068\u6821\u5185\u306e\u624b\u5f15\u304d\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u308b\uff08\u6559\u54e1\u3060\u3051\u304c\u4f7f\u3046\uff09"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6559\u54e1\u304c\u6210\u7e3e\u51e6\u7406\u30fb\u51fa\u6b20\u306e\u6271\u3044\u30fb\u6307\u5c0e\u8981\u9332\u306e\u66f8\u304d\u65b9\u3092\u30c1\u30e3\u30c3\u30c8\u306b\u5165\u308c\u308b\u3068\u3001\u305d\u306e\u5b66\u6821\u7a2e\u3068\u5e74\u5ea6\u306b\u5408\u3046\u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u3068\u6821\u5185\u306e\u624b\u5f15\u304d\u3060\u3051\u3092\u63a2\u3057\u3001\u5b9a\u3081\u3092\u6839\u62e0\u4ed8\u304d\u3067\u8fd4\u3057\u307e\u3059\u3002\u6559\u52d9\u4e3b\u4efb\u304c\u540c\u3058\u8cea\u554f\u306b\u7b54\u3048\u308b\u6642\u9593\u304c\u6e1b\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1043","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-08","tech_verified_date":"2026-10-08","trigger":"**\u8d77\u70b9\u306f\u3001\u6559\u54e1\u304c\u6821\u52d9\u7528\u306e\u7aef\u672b\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3067\u8cea\u554f\u306e\u533a\u5206\u3092\u9078\u3073\u3001\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u306f\u6559\u80b2\u59d4\u54e1\u4f1a\u304c\u914d\u3063\u305f\u6559\u8077\u54e1\u306e ID \u3067\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u6559\u54e1\u3060\u3051\u304c\u4f7f\u3044\u3001**\u5150\u7ae5\u751f\u5f92\u3068\u4fdd\u8b77\u8005\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002** \u5b66\u6821\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5916\u304b\u3089\u306f\u958b\u3051\u306a\u3044\u4f5c\u308a\u306b\u3057\u307e\u3059\u3002\n\n**\u8cea\u554f\u306e\u533a\u5206\u306f\u300c\u6210\u7e3e\u51e6\u7406\u300d\u300c\u51fa\u6b20\u300d\u300c\u6307\u5c0e\u8981\u9332\u300d\u300c\u305d\u306e\u4ed6\u306e\u8868\u7c3f\u300d\u304b\u3089\u9078\u3070\u305b\u307e\u3059\u3002** \u533a\u5206\u3092\u9078\u3070\u305b\u308b\u3068\u3001\u6210\u7e3e\u51e6\u7406\u306e\u8cea\u554f\u3067\u51fa\u6b20\u306e\u8981\u9818\u3092\u5f15\u304f\u3053\u3068\u304c\u6e1b\u308a\u307e\u3059\u3002\u5b66\u6821\u7a2e\u3068\u6240\u5c5e\u6821\u306f ID \u304b\u3089\u5f15\u304f\u306e\u3067\u3001**\u6559\u54e1\u306b\u9078\u3070\u305b\u307e\u305b\u3093\u3002** \u5c0f\u4e2d\u4e00\u8cab\u6821\u306e\u3088\u3046\u306b\u4e21\u65b9\u306e\u5b66\u6821\u7a2e\u3092\u6301\u3064\u5b66\u6821\u306e\u6559\u54e1\u3060\u3051\u3001\u5b66\u6821\u7a2e\u3092\u753b\u9762\u3067\u9078\u3070\u305b\u307e\u3059\u3002\n\n1\u4ef6\u306e\u8cea\u554f\u306f1\u3064\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u7d9a\u3051\u3001\u300c\u7279\u5225\u652f\u63f4\u5b66\u7d1a\u3067\u306f\u3069\u3046\u304b\u300d\u3068\u805e\u304d\u8db3\u3059\u3068\u540c\u3058\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u7d5e\u308a\u76f4\u3057\u307e\u3059\u3002**\u5225\u306e\u533a\u5206\u306e\u8cea\u554f\u306f\u3001\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u59cb\u3081\u307e\u3059\u3002** \u5b66\u671f\u672b\u306e\u5915\u65b9\u306b\u8cea\u554f\u304c\u96c6\u4e2d\u3057\u3066\u3082\u3001\u6559\u52d9\u4e3b\u4efb\u306e\u624b\u304c\u7a7a\u304f\u306e\u3092\u5f85\u305f\u305a\u306b\u7b54\u3048\u304c\u51fa\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u8a18\u5165\u3084\u51e6\u7406\u306e\u4ed5\u65b9\uff08\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u3092\u542b\u307e\u306a\u3044\uff09 | \u753b\u9762 |\n| \u6240\u5c5e\u6821\u3068\u5b66\u6821\u7a2e | \u5c0f\u5b66\u6821\uff0f\u4e2d\u5b66\u6821\uff0f\u5c0f\u4e2d\u4e00\u8cab\u6821 | \u6559\u8077\u54e1\u306e ID |\n| \u6307\u5c0e\u8981\u9332\u306e\u8a18\u5165\u8981\u9818 | \u69d8\u5f0f\u3001\u5b66\u7c4d\u306e\u8a18\u9332\u3068\u6307\u5c0e\u306e\u8a18\u9332\u306e\u8a18\u5165\u306e\u4ed5\u65b9\u3001\u6240\u898b\u306e\u66f8\u304d\u65b9 | \u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u306e\u7f6e\u304d\u5834 |\n| \u6210\u7e3e\u51e6\u7406\u306e\u8981\u9818 | \u89b3\u70b9\u5225\u5b66\u7fd2\u72b6\u6cc1\u306e\u8a55\u4fa1\u3068\u8a55\u5b9a\u306e\u4ed8\u3051\u65b9\u3001\u63d0\u51fa\u306e\u7de0\u3081 | \u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u306e\u7f6e\u304d\u5834 |\n| \u51fa\u6b20\u306e\u53d6\u6271\u3044 | \u51fa\u5e2d\u505c\u6b62\u30fb\u5fcc\u5f15\u306a\u3069\u306e\u6570\u3048\u65b9\u3001\u6708\u672b\u306e\u96c6\u8a08 | \u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u306e\u7f6e\u304d\u5834 |\n| \u8981\u9818\u306eQ&A | \u5b66\u6821\u6559\u80b2\u8ab2\u304c\u3053\u308c\u307e\u3067\u306b\u7b54\u3048\u305f\u8cea\u554f | \u5b66\u6821\u6559\u80b2\u8ab2 |\n| \u6821\u5185\u306e\u624b\u5f15\u304d | \u6821\u5185\u306e\u7de0\u3081\u3001\u70b9\u691c\u306e\u624b\u9806\u3001\u5b66\u6821\u72ec\u81ea\u306e\u904b\u7528 | \u5404\u6821\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u6587\u66f8\u3054\u3068\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u3059\u3002** \u6587\u66f8\u3054\u3068\u306b\u3001**\u5b66\u6821\u7a2e\u3001\u5e74\u5ea6\u3001\u6587\u66f8\u306e\u7a2e\u985e\uff08\u8981\u9818\uff0fQ&A\uff0f\u6821\u5185\u306e\u624b\u5f15\u304d\uff09\u3001\u533a\u5206\uff08\u6210\u7e3e\uff0f\u51fa\u6b20\uff0f\u8981\u9332\uff09\u3001\u6240\u5c5e\u6821\uff08\u6821\u5185\u306e\u624b\u5f15\u304d\u3060\u3051\uff09**\u3092\u4ed8\u3051\u307e\u3059\u3002**\u6821\u5185\u306e\u624b\u5f15\u304d\u306f\u3001\u305d\u306e\u5b66\u6821\u306e\u6559\u54e1\u306e\u8cea\u554f\u3067\u3060\u3051\u5f15\u304b\u308c\u308b**\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u96a3\u306e\u5b66\u6821\u306e\u904b\u7528\u3067\u7b54\u3048\u308b\u3068\u3001\u7de0\u3081\u306e\u65e5\u3084\u70b9\u691c\u306e\u624b\u9806\u304c\u9055\u3044\u307e\u3059\u3002\n\n**\u8981\u9818\u306eQ&A\u306f\u3001\u5b66\u6821\u6559\u80b2\u8ab2\u304c\u7b54\u3048\u305f\u8cea\u554f\u3092\u6587\u66f8\u306b\u3057\u305f\u3082\u306e\u3067\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08d\uff09\u3067\u4f55\u5ea6\u3082\u7b54\u3048\u3066\u3044\u305f\u8cea\u554f\u3092\u3001**\u554f\u3044\u3068\u7b54\u3048\u3068\u6839\u62e0\u306e\u7b87\u6240\u306e\u5f62\u3067**\u307e\u3068\u3081\u307e\u3059\u3002\u3053\u308c\u304c\u5897\u3048\u308b\u307b\u3069\u3001\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u308b\u8cea\u554f\u304c\u6e1b\u308a\u307e\u3059\u3002","data_source":"**\u6587\u66f8\u306f Cloud Storage \u306b\u7f6e\u304d\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u3067\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3078\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u8981\u9818\u306f PDF \u3068 Word\u3001\u69d8\u5f0f\u306f Excel \u3067\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u89e3\u6790\u306f PDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u306e\u914d\u7f6e\u3092\u691c\u51fa\u3057\u307e\u3059\u3002** \u69d8\u5f0f\u306e\u6b04\u3068\u8a18\u5165\u306e\u6ce8\u610f\u3092\u898b\u5206\u3051\u3089\u308c\u308b\u306e\u3067\u3001\u8868\u306e\u307e\u307e\u53d6\u308a\u8fbc\u3081\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u5b66\u6821\u7a2e | \u30e1\u30bf\u30c7\u30fc\u30bf `school_type` | \u5c0f\u5b66\u6821\u3068\u4e2d\u5b66\u6821\u306e\u8981\u9818\u3092\u6df7\u305c\u306a\u3044 |\n| \u5e74\u5ea6 | \u30e1\u30bf\u30c7\u30fc\u30bf `fiscal_year` | \u4eca\u5e74\u5ea6\u306e\u7248\u3060\u3051\u306b\u7d5e\u308b |\n| \u533a\u5206 | \u30e1\u30bf\u30c7\u30fc\u30bf `area` | \u6210\u7e3e\u30fb\u51fa\u6b20\u30fb\u8981\u9332\u3092\u5206\u3051\u308b |\n| \u6240\u5c5e\u6821 | \u30e1\u30bf\u30c7\u30fc\u30bf `school_id` | \u6821\u5185\u306e\u624b\u5f15\u304d\u3092\u305d\u306e\u5b66\u6821\u306b\u9650\u308b |\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u5b66\u6821\u7a2e\u30fb\u5e74\u5ea6\u30fb\u6240\u5c5e\u6821\u3067\u66f8\u304d\u307e\u3059\u3002** \u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u3051\u3070\u3001`school_type: ANY(\"junior_high\", \"all\") AND fiscal_year: ANY(\"2026\") AND school_id: ANY(\"J03\", \"all\")` \u306e\u3088\u3046\u306b\u3001**\u4e2d\u5b66\u6821\u306e\u3001\u4eca\u5e74\u5ea6\u306e\u3001\u8981\u9818\u3068\u305d\u306e\u5b66\u6821\u306e\u624b\u5f15\u304d**\u3092\u5f15\u3051\u307e\u3059\u3002`all` \u306f\u5b66\u6821\u7a2e\u3084\u5b66\u6821\u3092\u554f\u308f\u306a\u3044\u6587\u66f8\u306b\u4ed8\u3051\u307e\u3059\u3002**\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u3082\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u306a\u3044\u9805\u76ee\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001** \u9805\u76ee\u3054\u3068\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u6559\u54e1\u3060\u3051\u304c\u4f7f\u3046\u753b\u9762\u306b\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3082\u4f7f\u3048\u307e\u3059\u3002** \u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306f**\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u6642\u306b\u9078\u3076\u8a2d\u5b9a\u3067\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002** Cloud Storage \u306e\u6587\u66f8\u3067\u306f\u30e1\u30bf\u30c7\u30fc\u30bf\u306e `acl_info` \u306b\u8aad\u3081\u308b\u4eba\u3092\u66f8\u304d\u3001**\u30b0\u30eb\u30fc\u30d7\u306f1\u3064\u306e\u8aad\u307f\u624b\u3068\u3057\u3066\u6570\u3048\u3089\u308c\u307e\u3059\u3002** \u6559\u54e1\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u8aad\u307f\u624b\u306b\u3059\u308c\u3070\u3001\u4e8b\u52d9\u306e\u8077\u54e1\u3084\u5916\u90e8\u306e\u4eba\u306e ID \u3067\u306f\u6587\u66f8\u304c\u5f15\u304b\u308c\u307e\u305b\u3093\u3002","preprocessing":"1. **\u8981\u9818\u3092\u5e74\u5ea6\u3054\u3068\u306b\u5206\u3051\u308b** \u2026 \u7f6e\u304d\u5834\u306b\u6b8b\u3063\u3066\u3044\u308b\u524d\u5e74\u5ea6\u4ee5\u524d\u306e\u7248\u306f\u3001\u5e74\u5ea6\u3092\u4ed8\u3051\u3066\u5225\u306e\u6587\u66f8\u306b\u3057\u3001\u691c\u7d22\u306f\u4eca\u5e74\u5ea6\u306b\u7d5e\u308a\u307e\u3059\n2. **\u5b66\u6821\u7a2e\u3054\u3068\u306b\u5206\u3051\u308b** \u2026 \u5c0f\u5b66\u6821\u3068\u4e2d\u5b66\u6821\u3067\u5171\u901a\u306e\u8981\u9818\u306f `all` \u3092\u4ed8\u3051\u3001\u9055\u3046\u7b87\u6240\u306f\u5b66\u6821\u7a2e\u3054\u3068\u306e\u6587\u66f8\u306b\u3057\u307e\u3059\n3. **\u8981\u9818\u306eQ&A\u3092\u4f5c\u308b** \u2026 \u5b66\u6821\u6559\u80b2\u8ab2\u304c\u3053\u308c\u307e\u3067\u306b\u96fb\u8a71\u3067\u7b54\u3048\u305f\u8cea\u554f\u3092\u96c6\u3081\u3001\u554f\u3044\u3068\u7b54\u3048\u3068\u6839\u62e0\u306e\u7b87\u6240\u306e\u5f62\u306b\u3057\u307e\u3059\n4. **\u6821\u5185\u306e\u624b\u5f15\u304d\u306b\u5b66\u6821\u306e\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u308b** \u2026 12\u6821\u306e\u624b\u5f15\u304d\u3092\u3001\u5b66\u6821\u3054\u3068\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\n5. **\u8a18\u5165\u4f8b\u304b\u3089\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u3092\u6d88\u3059** \u2026 \u8981\u9818\u306e\u8a18\u5165\u4f8b\u306b\u5b9f\u5728\u306e\u5150\u7ae5\u751f\u5f92\u306b\u8fd1\u3044\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u67b6\u7a7a\u306e\u8a18\u8f09\u306b\u66ff\u3048\u3066\u304b\u3089\u53d6\u308a\u8fbc\u307f\u307e\u3059\n6. **\u898b\u51fa\u3057\u3092\u65ad\u7247\u306b\u542b\u3081\u308b** \u2026 \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u6642\u306b\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u3001`includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3057\u307e\u3059\n\n**5\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6821\u5185\u306e\u624b\u5f15\u304d\u306b\u306f\u3001**\u524d\u5e74\u5ea6\u306e\u70b9\u691c\u3067\u898b\u3064\u304b\u3063\u305f\u8aa4\u308a\u306e\u4f8b\u3068\u3057\u3066\u3001\u5b9f\u969b\u306e\u6240\u898b\u306e\u6587\u304c\u8cbc\u3063\u3066\u3042\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u53d6\u308a\u8fbc\u3080\u524d\u306b1\u518a\u305a\u3064\u898b\u307e\u3059\u3002\n\n**6\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u5206\u5272\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u6709\u52b9\u306b\u3082\u7121\u52b9\u306b\u3082\u3067\u304d\u305a\u3001**\u898b\u51fa\u3057\u3092\u542b\u3081\u308b\u8a2d\u5b9a\u306f\u65e2\u5b9a\u3067\u306f\u7121\u52b9\u3067\u3059\u3002** \u300c\u65e5\u6570\u306b\u542b\u3081\u306a\u3044\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u65ad\u7247\u306f\u3001\u898b\u51fa\u3057\u304c\u7121\u3044\u3068**\u51fa\u5e2d\u505c\u6b62\u306e\u8a71\u304b\u5fcc\u5f15\u306e\u8a71\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002** \u5206\u5272\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3001\u65e2\u5b9a\u306f500\u3067\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u305d\u306e\u5b66\u6821\u7a2e\u3068\u5e74\u5ea6\u306e\u8981\u9818\u3068\u624b\u5f15\u304d\u304b\u3089\u8cea\u554f\u306b\u5f53\u305f\u308b\u5b9a\u3081\u3092\u898b\u3064\u3051\u3001\u6839\u62e0\u306e\u7b87\u6240\u4ed8\u304d\u3067\u4e26\u3079\u308b\u3053\u3068\u3067\u3059\u3002** \u500b\u5225\u306e\u5150\u7ae5\u751f\u5f92\u3092\u3069\u3046\u6271\u3046\u304b\u306e\u5224\u65ad\u3068\u3001\u6240\u898b\u306e\u6587\u306e\u4f5c\u6210\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u9805\u76ee | \u4e2d\u8eab | \u6839\u62e0 |\n|:--|:--|:--|\n| \u5b9a\u3081 | \u8981\u9818\u3068\u624b\u5f15\u304d\u306b\u66f8\u304b\u308c\u305f\u8a18\u5165\u30fb\u51e6\u7406\u306e\u4ed5\u65b9 | \u8981\u9818\u30fb\u624b\u5f15\u304d |\n| \u5bfe\u8c61\u306e\u7bc4\u56f2 | \u3069\u306e\u5b66\u6821\u7a2e\u30fb\u5b66\u5e74\u30fb\u8868\u7c3f\u306b\u5f53\u305f\u308b\u304b | \u8981\u9818 |\n| \u7de0\u3081\u3068\u624b\u9806 | \u6821\u5185\u306e\u63d0\u51fa\u306e\u7de0\u3081\u3001\u70b9\u691c\u306e\u624b\u9806 | \u6821\u5185\u306e\u624b\u5f15\u304d |\n| \u5b66\u6821\u6559\u80b2\u8ab2\u306e\u904e\u53bb\u306e\u7b54\u3048 | \u540c\u3058\u554f\u3044\u3078\u306e\u7b54\u3048 | \u8981\u9818\u306eQ&A |\n| \u78ba\u304b\u3081\u308b\u4eba | \u5224\u65ad\u304c\u8981\u308b\u3068\u304d\u306b\u805e\u304f\u5148 | \u6821\u5185\u306e\u624b\u5f15\u304d |\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `session` | \u8cea\u554f\u3054\u3068\u306e\u30bb\u30c3\u30b7\u30e7\u30f3 | \u805e\u304d\u8db3\u3057\u305f\u6761\u4ef6\u3067\u7d5e\u308a\u76f4\u3059 |\n| `includeCitations` | \u6709\u52b9\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09 | \u8981\u9818\u306e\u7b87\u6240\u3068\u624b\u5f15\u304d\u306e\u7b87\u6240\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u8981\u9818\u306b\u7121\u3044\u6271\u3044\u3092\u7b54\u3048\u306a\u3044 |\n| `groundingSpec` \u306e `filteringLevel` | `FILTERING_LEVEL_HIGH` | \u6839\u62e0\u306e\u5f31\u3044\u7b54\u3048\u3092\u51fa\u3055\u306a\u3044 |\n| `filter` | \u5b66\u6821\u7a2e\u3001\u5e74\u5ea6\u3001\u6240\u5c5e\u6821 | \u4ed6\u306e\u5b66\u6821\u7a2e\u3068\u524d\u5e74\u5ea6\u306e\u7248\u3092\u6df7\u305c\u306a\u3044 |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u500b\u5225\u306e\u5150\u7ae5\u751f\u5f92\u306e\u6b20\u5e2d\u3084\u8a55\u5b9a\u306e\u6271\u3044\u3092\u6c7a\u3081\u308b | \u5224\u65ad\u306f\u62c5\u4efb\u30fb\u6559\u52d9\u4e3b\u4efb\u30fb\u6821\u9577\u304c\u4e8b\u5b9f\u3092\u898b\u3066\u884c\u3046 |\n| \u6240\u898b\u306e\u6587\u3092\u4f5c\u308b | \u6240\u898b\u306f\u62c5\u4efb\u304c\u5150\u7ae5\u751f\u5f92\u3092\u898b\u3066\u66f8\u304f\u3082\u306e |\n| \u4ed6\u306e\u81ea\u6cbb\u4f53\u306e\u66f8\u304d\u65b9\u3084\u4e00\u822c\u8ad6\u3067\u88dc\u3046 | \u69d8\u5f0f\u3068\u8a18\u5165\u306e\u4ed5\u65b9\u306f\u8a2d\u7f6e\u8005\u304c\u5b9a\u3081\u308b |\n| \u524d\u5e74\u5ea6\u306e\u7248\u306e\u5b9a\u3081\u3067\u7b54\u3048\u308b | \u6539\u8a02\u3055\u308c\u305f\u7b87\u6240\u306f\u4eca\u5e74\u5ea6\u306e\u7248\u3060\u3051\u304c\u52b9\u304f |\n| \u8981\u9818\u3068\u624b\u5f15\u304d\u306e\u98df\u3044\u9055\u3044\u3067\u3069\u3061\u3089\u304b\u3092\u9078\u3076 | \u3069\u3061\u3089\u304c\u512a\u5148\u304b\u306f\u6559\u52d9\u4e3b\u4efb\u3068\u5b66\u6821\u6559\u80b2\u8ab2\u304c\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8981\u9818\u306b\u66f8\u3044\u3066\u3044\u306a\u3044\u7d30\u304b\u306a\u8a18\u5165\u306e\u4ed5\u65b9\u3092\u805e\u304b\u308c\u308b\u3068\u3001\u30e2\u30c7\u30eb\u306f**\u4e00\u822c\u7684\u306a\u6307\u5c0e\u8981\u9332\u306e\u66f8\u304d\u65b9**\u3067\u57cb\u3081\u307e\u3059\u3002**\u305d\u308c\u306f\u4ed6\u306e\u81ea\u6cbb\u4f53\u3067\u306f\u6b63\u3057\u3044\u66f8\u304d\u65b9\u304b\u3082\u3057\u308c\u305a\u3001\u3053\u306e\u5e02\u306e\u69d8\u5f0f\u3067\u306f\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u5b9a\u3081\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u3057\u307e\u3059\u3002","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5e02\u7acb\u5b66\u6821\u306e\u6559\u54e1\u304b\u3089\u306e\u3001\u6210\u7e3e\u51e6\u7406\u30fb\u51fa\u6b20\u30fb\u6307\u5c0e\u8981\u9332\u306e\u66f8\u304d\u65b9\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u7acb\u5834\u3067\u3059\u3002\n\u691c\u7d22\u7d50\u679c\u306b\u51fa\u305f\u3001\u3053\u306e\u5e02\u306e\u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u3068\u3001\u3053\u306e\u5b66\u6821\u306e\u624b\u5f15\u304d\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u307e\u3059\u3002\n\u8aad\u3080\u306e\u306f\u6559\u54e1\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u8cea\u554f\u306b\u5f53\u305f\u308b\u5b9a\u3081\u3092\u3001\u8981\u9818\u3068\u624b\u5f15\u304d\u306e\u6587\u306b\u6cbf\u3063\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u306e\u7a2e\u985e\uff08\u8981\u9818\uff0fQ&A\uff0f\u6821\u5185\u306e\u624b\u5f15\u304d\uff09\u3001\u5e74\u5ea6\u3001\u7ae0\u3084\u9805\u76ee\u306e\u540d\u524d\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u6821\u5185\u306e\u7de0\u3081\u3084\u70b9\u691c\u306e\u624b\u9806\u304c\u3042\u308c\u3070\u3001\u8981\u9818\u306e\u5b9a\u3081\u3068\u306f\u5206\u3051\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n4. \u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u5834\u5408\u306f\u3001\u78ba\u304b\u3081\u308b\u5148\uff08\u6559\u52d9\u4e3b\u4efb\u306a\u3069\uff09\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306e\u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4ed6\u306e\u81ea\u6cbb\u4f53\u306e\u66f8\u304d\u65b9\u3084\u3001\u4e00\u822c\u7684\u306a\u6307\u5c0e\u8981\u9332\u306e\u66f8\u304d\u65b9\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7279\u5b9a\u306e\u5150\u7ae5\u751f\u5f92\u306b\u3064\u3044\u3066\u3001\u6b20\u5e2d\u306e\u6570\u3048\u65b9\u3084\u8a55\u5b9a\u3092\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u3053\u306e\u5834\u5408\u306f\u51fa\u5e2d\u6271\u3044\u3067\u3059\u300d\u3068\u8a00\u3044\u5207\u3089\u305a\u3001\u8981\u9818\u306e\u5b9a\u3081\u3068\u78ba\u304b\u3081\u308b\u5148\u3092\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6240\u898b\u3084\u8a55\u4fa1\u306e\u6587\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304d\u65b9\u306e\u5b9a\u3081\u3060\u3051\u3092\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8cea\u554f\u306b\u5150\u7ae5\u751f\u5f92\u306e\u540d\u524d\u3084\u6210\u7e3e\u304c\u542b\u307e\u308c\u3066\u3044\u3066\u3082\u3001\u7b54\u3048\u306b\u7e70\u308a\u8fd4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8981\u9818\u3068\u624b\u5f15\u304d\u304c\u98df\u3044\u9055\u3046\u3068\u304d\u306f\u3001\u3069\u3061\u3089\u304c\u512a\u5148\u304b\u3092\u6c7a\u3081\u305a\u3001\n  \u98df\u3044\u9055\u3046\u7b87\u6240\u3092\u4e26\u3079\u3066\u300c\u6559\u52d9\u4e3b\u4efb\u306e\u78ba\u8a8d\u304c\u8981\u308b\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5b9a\u3081\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u300c\u8981\u9818\u3068\u624b\u5f15\u304d\u306b\u5b9a\u3081\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u6240\u898b\u306e\u6587\u3092\u4f5c\u3089\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u89aa\u5207\u306b\u4f8b\u6587\u3092\u4f5c\u308a\u307e\u3059\u3002** \u300c\u7dcf\u5408\u6240\u898b\u306f\u3069\u3053\u307e\u3067\u66f8\u304f\u304b\u300d\u3068\u805e\u304b\u308c\u308b\u3068\u3001\u8981\u9818\u306e\u5b9a\u3081\u306e\u5f8c\u306b**\u305d\u308c\u3089\u3057\u3044\u6240\u898b\u306e\u4f8b\u6587**\u3092\u8db3\u3057\u307e\u3059\u3002**\u4f8b\u6587\u304c\u753b\u9762\u306b\u51fa\u308b\u3068\u3001\u305d\u308c\u3092\u5199\u3057\u305f\u6240\u898b\u304c\u4f55\u4eba\u5206\u3082\u4e26\u3073\u307e\u3059\u3002** \u8981\u9818\u306b\u8a18\u5165\u4f8b\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u8a18\u5165\u4f8b\u3060\u3051\u3092\u793a\u3057\u307e\u3059\u3002\n\n**\u300c\u51fa\u5e2d\u6271\u3044\u3068\u8a00\u3044\u5207\u3089\u306a\u3044\u300d\u3082\u660e\u8a18\u3057\u307e\u3059\u3002** \u51fa\u6b20\u306e\u8cea\u554f\u306e\u591a\u304f\u306f\u3001**\u7279\u5b9a\u306e\u5150\u7ae5\u751f\u5f92\u3092\u601d\u3044\u6d6e\u304b\u3079\u3066**\u805e\u304b\u308c\u307e\u3059\u3002\u8a00\u3044\u5207\u3063\u305f\u7b54\u3048\u306f\u3001\u305d\u306e\u307e\u307e\u51fa\u5e2d\u7c3f\u306b\u5165\u308a\u307e\u3059\u3002","output_data":"**answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u6574\u3048\u3066\u3001\u753b\u9762\u3068\u8a18\u9332\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"query_id\": \"\",\n  \"session_id\": \"\",\n  \"teacher_id\": \"\",\n  \"school_id\": \"J03\",\n  \"school_type\": \"elementary | junior_high\",\n  \"fiscal_year\": \"2026\",\n  \"area\": \"grading | attendance | cumulative_record | other\",\n  \"question\": \"\",\n  \"rules\": [\n    { \"summary\": \"\", \"scope\": \"\", \"local_steps\": [\"\"],\n      \"refs\": [ { \"doc_type\": \"guideline | qa | school_manual\",\n                  \"fiscal_year\": \"\", \"location\": \"\", \"uri\": \"\" } ] }\n  ],\n  \"ask_to\": \"\",\n  \"not_found\": false,\n  \"conflicts\": [ { \"summary\": \"\", \"refs\": [\"\"] } ],\n  \"pii_blocked\": false,\n  \"status\": \"answered | routed | blocked\",\n  \"teacher_feedback\": { \"resolved\": true, \"note\": \"\" }\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`local_steps` \u3092\u8981\u9818\u306e\u5b9a\u3081\u3068\u5206\u3051\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u8981\u9818\u306f\u5e02\u5168\u4f53\u306e\u5b9a\u3081\u3067\u3001\u7de0\u3081\u306e\u65e5\u3084\u70b9\u691c\u306e\u624b\u9806\u306f\u5b66\u6821\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002**\u540c\u3058\u6b04\u306b\u6df7\u305c\u308b\u3068\u3001\u96a3\u306e\u5b66\u6821\u306e\u7de0\u3081\u306e\u65e5\u304c\u81ea\u5206\u306e\u5b66\u6821\u306e\u5b9a\u3081\u306b\u898b\u3048\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`pii_blocked` \u3067\u6b62\u3081\u305f\u8cea\u554f\u3092\u6570\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u6b62\u307e\u3063\u305f\u8cea\u554f\u306e\u6570\u304c\u591a\u3044\u5b66\u6821\u306f\u3001**\u6559\u54e1\u304c\u5150\u7ae5\u751f\u5f92\u306e\u540d\u524d\u3067\u805e\u304f\u7fd2\u6163\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002** \u6821\u5185\u306e\u7814\u4fee\u3067\u4f7f\u3044\u65b9\u3092\u4f1d\u3048\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`not_found` \u3068 `conflicts` \u3067\u56de\u3057\u5148\u3092\u6a5f\u68b0\u7684\u306b\u6c7a\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u3069\u3061\u3089\u304b\u304c\u7acb\u3066\u3070\u3001**\u753b\u9762\u306f\u6559\u52d9\u4e3b\u4efb\u3078\u306e\u78ba\u8a8d\u306e\u30dc\u30bf\u30f3\u3060\u3051\u3092\u51fa\u3057\u3001** \u8cea\u554f\u3092\u305d\u306e\u5b66\u6821\u306e\u6559\u52d9\u4e3b\u4efb\u306e\u5f85\u3061\u884c\u5217\u3078\u8f09\u305b\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u6821\u52d9\u7528\u306e\u7aef\u672b\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762 | \u6559\u54e1\u5411\u3051\u306e\u753b\u9762 | \u533a\u5206\u306e\u9078\u629e\u3001\u8cea\u554f\u3001\u5b9a\u3081\u3068\u6839\u62e0\u306e\u8868\u793a |\n| \u6559\u8077\u54e1\u306e ID | \u30ed\u30b0\u30a4\u30f3 | \u6559\u54e1\u3068\u6240\u5c5e\u6821\u3092\u7279\u5b9a\u3059\u308b |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u5b66\u6821\u7a2e\u30fb\u5e74\u5ea6\u30fb\u6240\u5c5e\u6821\u3067\u7d5e\u3063\u3066\u7b54\u3048\u3092\u8fd4\u3059 |\n| \u6559\u52d9\u4e3b\u4efb\u306e\u5f85\u3061\u884c\u5217 | \u66f8\u304d\u8fbc\u307f | \u5b9a\u3081\u304c\u7121\u3044\u30fb\u98df\u3044\u9055\u3046\u30fb\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u8cea\u554f\u3092\u8f09\u305b\u308b |\n| \u5b66\u6821\u6559\u80b2\u8ab2\u3078\u306e\u7167\u4f1a\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u6559\u52d9\u4e3b\u4efb\u304c\u307e\u3068\u3081\u305f\u8cea\u554f\u3092\u8f09\u305b\u308b |\n| \u8cea\u554f\u306e\u8a18\u9332 | \u66f8\u304d\u8fbc\u307f | \u8cea\u554f\u30fb\u7b54\u3048\u30fb\u6839\u62e0\u30fb\u8a55\u4fa1\u3092\u6b8b\u3059 |\n\n**\u6821\u52d9\u652f\u63f4\u306e\u4ed5\u7d44\u307f\u306b\u306f\u3001\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u6210\u7e3e\u30fb\u51fa\u6b20\u30fb\u6307\u5c0e\u8981\u9332\u306e\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u306b\u6e21\u3059\u7d4c\u8def\u3092\u4f5c\u3089\u305a\u3001**\u753b\u9762\u306e\u7b54\u3048\u304b\u3089\u8a18\u9332\u304c\u66f8\u304d\u63db\u308f\u308b\u7d4c\u8def\u3082\u4f5c\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u6271\u3046\u306e\u306f\u3001\u5b9a\u3081\u306e\u6587\u66f8\u3060\u3051\u3067\u3059\u3002\n\n**\u5b66\u6821\u6559\u80b2\u8ab2\u304c\u7167\u4f1a\u306b\u7b54\u3048\u305f\u3089\u3001\u8981\u9818\u306eQ&A\u306b\u8db3\u3057\u3066\u53d6\u308a\u8fbc\u3080\u3068\u3053\u308d\u307e\u3067\u30921\u4ef6\u306e\u5b8c\u4e86\u3068\u3057\u307e\u3059\u3002** 12\u6821\u306e\u6559\u52d9\u4e3b\u4efb\u304b\u3089\u540c\u3058\u8cea\u554f\u304c\u6765\u3066\u3044\u308c\u3070\u3001**1\u56de\u306e\u7b54\u3048\u306712\u6821\u5206\u306e\u8cea\u554f\u304c\u6e1b\u308a\u307e\u3059\u3002**","human_review":"**\u6559\u54e1\u3078\u306e\u7b54\u3048\u3092\u3001\u6559\u52d9\u4e3b\u4efb\u304c1\u4ef6\u305a\u3064\u78ba\u304b\u3081\u308b\u904b\u7528\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u7b54\u3048\u306f\u8981\u9818\u3068\u624b\u5f15\u304d\u306b\u66f8\u3044\u3066\u3042\u308b\u3053\u3068\u3060\u3051\u3067\u3001**\u66f8\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3068\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u306f\u6700\u521d\u304b\u3089\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u308b**\u304b\u3089\u3067\u3059\u3002\u4eba\u304c\u898b\u308b\u306e\u306f\u6b21\u306e\u3082\u306e\u3067\u3059\u3002\n\n1. **\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b** \u2026 `not_found` \u3068 `conflicts`\u3001\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\n2. **\u300c\u89e3\u6c7a\u3057\u306a\u304b\u3063\u305f\u300d\u3068\u62bc\u3055\u308c\u305f\u7b54\u3048\u3092\u8aad\u3080** \u2026 \u6839\u62e0\u306e\u5e74\u5ea6\u3068\u5b66\u6821\u7a2e\u304c\u5408\u3063\u3066\u3044\u305f\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **\u5b66\u671f\u672b\u306e\u524d\u306b\u3001\u7b54\u3048\u305f\u8cea\u554f\u304b\u308920\u4ef6\u3092\u629c\u3044\u3066\u8aad\u3080** \u2026 \u524d\u5e74\u5ea6\u306e\u7248\u3084\u4ed6\u306e\u5b66\u6821\u7a2e\u306e\u5b9a\u3081\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n4. **\u6307\u5c0e\u8981\u9332\u306e\u70b9\u691c\u306f\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u884c\u3046** \u2026 \u753b\u9762\u306e\u7b54\u3048\u306f\u3001\u70b9\u691c\u306e\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u305b\u3093\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6307\u5c0e\u8981\u9332\u306f\u6cd5\u4ee4\u306b\u57fa\u3065\u304f\u8868\u7c3f\u3067\u3001**\u4f5c\u6210\u306e\u8cac\u4efb\u306f\u6821\u9577\u306b\u3042\u308a\u307e\u3059\u3002** \u753b\u9762\u3067\u5b9a\u3081\u3092\u78ba\u304b\u3081\u305f\u6559\u54e1\u306e\u8a18\u5165\u3082\u3001\u6559\u52d9\u4e3b\u4efb\u3068\u6821\u9577\u304c\u70b9\u691c\u3057\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001150\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u5927\u534a\u306f\u753b\u9762\u3067\u7d42\u308f\u308a\u3001\u6559\u52d9\u4e3b\u4efb\u306b\u56de\u308b\u3082\u306e\u3078\u306e\u56de\u7b54\u3001\u629c\u304d\u53d6\u308a\u306e\u78ba\u8a8d\u3001\u5b66\u6821\u6559\u80b2\u8ab2\u3078\u306e\u7167\u4f1a\u306e\u307e\u3068\u3081\u306b\u6642\u9593\u3092\u4f7f\u3046\u60f3\u5b9a\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8981\u9818\u3068\u624b\u5f15\u304d\u306b\u5b9a\u3081\u304c\u7121\u3044 | `not_found`\u3002\u6559\u52d9\u4e3b\u4efb\u306e\u5f85\u3061\u884c\u5217\u3078 |\n| \u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u4f4e\u304f\u7b54\u3048\u304c\u843d\u3061\u305f | `LOW_GROUNDED_CONTENT`\u3002\u53d6\u308a\u8fbc\u307f\u6f0f\u308c\u3092\u7591\u3044\u3001\u5b66\u6821\u6559\u80b2\u8ab2\u3067\u78ba\u304b\u3081\u308b |\n| \u8981\u9818\u3068\u6821\u5185\u306e\u624b\u5f15\u304d\u304c\u98df\u3044\u9055\u3046 | `conflicts` \u306b\u4e26\u3079\u3066\u6559\u52d9\u4e3b\u4efb\u3078\u3002\u3069\u3061\u3089\u304c\u512a\u5148\u304b\u306f\u6c7a\u3081\u306a\u3044 |\n| \u8cea\u554f\u306b\u5150\u7ae5\u751f\u5f92\u306e\u6c0f\u540d\u3089\u3057\u3044\u8a9e\u304c\u3042\u308b | \u9001\u4fe1\u306e\u524d\u306b\u6b62\u3081\u3001\u8a00\u3044\u63db\u3048\u3092\u4fc3\u3059\u3002`blocked` |\n| \u4eca\u5e74\u5ea6\u306e\u8981\u9818\u304c\u307e\u3060\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044\uff08\u5e74\u5ea6\u306e\u521d\u3081\uff09 | \u7b54\u3048\u3092\u51fa\u3055\u305a\u3001\u53d6\u308a\u8fbc\u307f\u306e\u5b8c\u4e86\u3092\u753b\u9762\u306b\u51fa\u3059 |\n| \u5c0f\u4e2d\u4e00\u8cab\u6821\u3067\u5b66\u6821\u7a2e\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u753b\u9762\u3067\u5b66\u6821\u7a2e\u3092\u9078\u3070\u305b\u3066\u304b\u3089\u9001\u308b |\n| \u8cea\u554f\u304c\u6210\u7e3e\u30fb\u51fa\u6b20\u30fb\u8981\u9332\u3067\u306a\u3044\uff08\u670d\u52d9\u3001\u65c5\u8cbb\uff09 | `skipped`\u3002\u62c5\u5f53\u306e\u7a93\u53e3\u3092\u6848\u5185\u3059\u308b |\n| \u691c\u7d22\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u753b\u9762\u306b\u300c\u5f8c\u3067\u518d\u9001\u300d\u3092\u51fa\u3057\u3001\u8cea\u554f\u306e\u6587\u306f\u6d88\u3055\u305a\u306b\u6b8b\u3059 |\n\n**5\u884c\u76ee\u306f\u3001\u6bce\u5e74\u5ea6\u306e4\u6708\u306b\u5fc5\u305a\u8d77\u304d\u307e\u3059\u3002** \u65b0\u3057\u3044\u5e74\u5ea6\u306e\u8981\u9818\u304c\u914d\u3089\u308c\u308b\u524d\u306b\u3001\u524d\u5e74\u5ea6\u306e\u7248\u3067\u7b54\u3048\u308b\u3068\u3001**\u6539\u8a02\u3055\u308c\u305f\u7b87\u6240\u3060\u3051\u304c\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u5e74\u5ea6\u306e\u5207\u308a\u66ff\u3048\u306e\u65e5\u3092\u6c7a\u3081\u3001\u305d\u308c\u307e\u3067\u306f\u524d\u5e74\u5ea6\u306e\u7248\u3067\u7b54\u3048\u308b\u3068\u753b\u9762\u306b\u51fa\u3057\u307e\u3059\u3002","log_storage":"- \u8cea\u554f\u306e\u6587\uff08\u6b62\u3081\u305f\u8cea\u554f\u306f\u6b62\u3081\u305f\u7406\u7531\u3060\u3051\uff09\u3001\u6559\u54e1\u306e ID\u3001\u6240\u5c5e\u6821\u3001\u5b66\u6821\u7a2e\u3001\u5e74\u5ea6\u3001\u65e5\u6642\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u306e ID\n- \u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3068\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u51fa\u5178\u3068\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u542b\u3080\uff09\n- \u6574\u3048\u305f\u7b54\u3048\uff08`rules`\u3001`not_found`\u3001`conflicts`\uff09\n- **\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u8981\u9818\u306e\u5e74\u5ea6\u3068\u7248**\n- \u6559\u54e1\u306e\u8a55\u4fa1\u3068\u3001\u6559\u52d9\u4e3b\u4efb\u30fb\u5b66\u6821\u6559\u80b2\u8ab2\u306e\u56de\u7b54\u3001\u8981\u9818\u306eQ&A\u306b\u8db3\u3057\u305f\u6587\n\n**1\u3064\u76ee\u3067\u6b62\u3081\u305f\u8cea\u554f\u306e\u6587\u3092\u6b8b\u3055\u306a\u3044\u306e\u306f\u3001\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002** \u8a18\u9332\u306b\u306f**\u6b62\u3081\u305f\u3053\u3068\u3068\u7406\u7531\u3060\u3051**\u3092\u6b8b\u3057\u3001\u6587\u306f\u6d88\u3057\u307e\u3059\u3002\n\n**4\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u6307\u5c0e\u8981\u9332\u306e\u8a18\u5165\u304c\u5f8c\u304b\u3089\u554f\u308f\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u6307\u5c0e\u8981\u9332\u306f\u5b66\u7c4d\u306e\u8a18\u9332\u304c20\u5e74\u9593\u6b8b\u308b\u8868\u7c3f\u3067\u3001**\u8a18\u5165\u3057\u305f\u5e74\u5ea6\u306e\u8981\u9818\u3067\u4f55\u3092\u793a\u3057\u305f\u304b\u3092\u3001\u8a18\u9332\u304b\u3089\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002** \u8981\u9818\u3092\u6539\u8a02\u3059\u308b\u3068\u304d\u3082\u3001\u524d\u5e74\u5ea6\u306b\u3069\u306e\u8cea\u554f\u304c\u591a\u304b\u3063\u305f\u304b\u3092\u8a18\u9332\u304b\u3089\u6570\u3048\u308c\u3070\u3001**\u66f8\u304d\u8db3\u3059\u3079\u304d\u7b87\u6240\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":2,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":12,"assumption_frequency":150,"assumption_workdays":20,"volume_month":150,"before_minutes_per_case":20,"after_minutes_per_case":6,"hourly_cost":3500,"before_hours_month":50,"after_hours_month":15,"saved_hours_month":35,"reduction_rate":70,"saved_hours_year":420,"annual_cost_effect":1470000,"summary":"\u6559\u54e1\u304c\u6210\u7e3e\u51e6\u7406\u30fb\u51fa\u6b20\u306e\u6271\u3044\u30fb\u6307\u5c0e\u8981\u9332\u306e\u66f8\u304d\u65b9\u3092\u30c1\u30e3\u30c3\u30c8\u306b\u5165\u308c\u308b\u3068\u3001\u305d\u306e\u5b66\u6821\u7a2e\u3068\u5e74\u5ea6\u306b\u5408\u3046\u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u3068\u6821\u5185\u306e\u624b\u5f15\u304d\u3060\u3051\u3092\u63a2\u3057\u3001\u5b9a\u3081\u3092\u6839\u62e0\u4ed8\u304d\u3067\u8fd4\u3057\u307e\u3059\u3002\u6559\u52d9\u4e3b\u4efb\u304c\u540c\u3058\u8cea\u554f\u306b\u7b54\u3048\u308b\u6642\u9593\u304c\u6e1b\u308a\u307e\u3059\u3002","before_flow":"1. \u6559\u54e1\u304c\u3001\u51fa\u6b20\u306e\u6570\u3048\u65b9\u3084\u6240\u898b\u306e\u66f8\u304d\u65b9\u3067\u8ff7\u3044\u3001\u6559\u52d9\u4e3b\u4efb\u306b\u805e\u304f\n2. \u6559\u52d9\u4e3b\u4efb\u304c\u3001\u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u306e\u7f6e\u304d\u5834\u3092\u958b\u304d\u3001\u4eca\u5e74\u5ea6\u306e\u7248\u3092\u63a2\u3059\n3. \u8981\u9818\u306e\u8a72\u5f53\u3059\u308b\u7b87\u6240\u3092\u63a2\u3057\u3001\u6821\u5185\u306e\u624b\u5f15\u304d\u306b\u3082\u5b9a\u3081\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\n4. \u8981\u9818\u3068\u624b\u5f15\u304d\u3067\u7b54\u3048\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u3001\u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u5b66\u6821\u6559\u80b2\u8ab2\u306b\u96fb\u8a71\u3067\u805e\u304f\n5. \u7b54\u3048\u3092\u6559\u54e1\u306b\u53e3\u982d\u304b\u6821\u5185\u306e\u30e1\u30fc\u30eb\u3067\u8fd4\u3059\n6. \u5b66\u671f\u672b\u306b\u306f\u3001\u540c\u3058\u8cea\u554f\u304c\u4f55\u4eba\u3082\u306e\u6559\u54e1\u304b\u3089\u5c4a\u304f\n\n**\uff08a\uff09\u8981\u9818\u304c\u5e74\u5ea6\u3054\u3068\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u3002** \u8981\u9818\u306f\u6bce\u5e74\u5ea6\u914d\u3089\u308c\u3001\u6539\u8a02\u304c\u3042\u3063\u305f\u7b87\u6240\u306f\u524d\u5e74\u5ea6\u3068\u9055\u3044\u307e\u3059\u3002**\u7f6e\u304d\u5834\u306b\u524d\u5e74\u5ea6\u306e\u7248\u304c\u6b8b\u3063\u3066\u304a\u308a\u3001\u3069\u308c\u304c\u4eca\u306e\u7248\u304b\u3092\u78ba\u304b\u3081\u308b**\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u6559\u52d9\u4e3b\u4efb\u306b\u8cea\u554f\u304c\u96c6\u307e\u308b\u3002** \u8981\u9818\u306f\u539a\u304f\u3001\u6559\u54e1\u306f\u5fc5\u8981\u306a\u7b87\u6240\u3092\u63a2\u305b\u307e\u305b\u3093\u3002**\u6559\u52d9\u4e3b\u4efb\u306b\u805e\u3051\u3070\u6570\u5206\u3067\u5206\u304b\u308b\u306e\u3067\u3001\u5168\u54e1\u304c\u6559\u52d9\u4e3b\u4efb\u306b\u805e\u304d\u307e\u3059\u3002** \u5b66\u671f\u672b\u306f\u3001\u6559\u52d9\u4e3b\u4efb\u306e\u653e\u8ab2\u5f8c\u304c\u305d\u308c\u3067\u57cb\u307e\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u7570\u52d5\u306e\u6559\u54e1\u304c\u524d\u306e\u52e4\u52d9\u5148\u306e\u66f8\u304d\u65b9\u3092\u3059\u308b\u3002** \u6307\u5c0e\u8981\u9332\u306e\u69d8\u5f0f\u306f**\u8a2d\u7f6e\u8005\uff08\u6559\u80b2\u59d4\u54e1\u4f1a\uff09\u304c\u5b9a\u3081\u308b**\u306e\u3067\u3001\u81ea\u6cbb\u4f53\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002**\u524d\u306e\u81ea\u6cbb\u4f53\u3067\u6b63\u3057\u304b\u3063\u305f\u66f8\u304d\u65b9\u304c\u3001\u3053\u306e\u5e02\u3067\u306f\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u5b66\u6821\u6559\u80b2\u8ab2\u3078\u306e\u96fb\u8a71\u304c\u91cd\u306a\u308b\u3002** \u8981\u9818\u3067\u6c7a\u307e\u3089\u306a\u3044\u8cea\u554f\u3092\u300112\u6821\u306e\u6559\u52d9\u4e3b\u4efb\u304c\u5225\u3005\u306b\u96fb\u8a71\u3067\u805e\u304d\u307e\u3059\u3002**\u540c\u3058\u8cea\u554f\u306b\u3001\u5b66\u6821\u6559\u80b2\u8ab2\u304c\u4f55\u5ea6\u3082\u7b54\u3048\u307e\u3059\u3002**","before_flow_steps":["\u6559\u54e1\u304c\u3001\u51fa\u6b20\u306e\u6570\u3048\u65b9\u3084\u6240\u898b\u306e\u66f8\u304d\u65b9\u3067\u8ff7\u3044\u3001\u6559\u52d9\u4e3b\u4efb\u306b\u805e\u304f","\u6559\u52d9\u4e3b\u4efb\u304c\u3001\u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u306e\u7f6e\u304d\u5834\u3092\u958b\u304d\u3001\u4eca\u5e74\u5ea6\u306e\u7248\u3092\u63a2\u3059","\u8981\u9818\u306e\u8a72\u5f53\u3059\u308b\u7b87\u6240\u3092\u63a2\u3057\u3001\u6821\u5185\u306e\u624b\u5f15\u304d\u306b\u3082\u5b9a\u3081\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u308b","\u8981\u9818\u3068\u624b\u5f15\u304d\u3067\u7b54\u3048\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u3001\u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u5b66\u6821\u6559\u80b2\u8ab2\u306b\u96fb\u8a71\u3067\u805e\u304f","\u7b54\u3048\u3092\u6559\u54e1\u306b\u53e3\u982d\u304b\u6821\u5185\u306e\u30e1\u30fc\u30eb\u3067\u8fd4\u3059","\u5b66\u671f\u672b\u306b\u306f\u3001\u540c\u3058\u8cea\u554f\u304c\u4f55\u4eba\u3082\u306e\u6559\u54e1\u304b\u3089\u5c4a\u304f"],"after_flow":"1. **\u3010\u4eba\u3011** \u6559\u54e1\u304c\u6821\u52d9\u7528\u306e\u7aef\u672b\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3067\u3001\u8cea\u554f\u306e\u533a\u5206\uff08\u6210\u7e3e\u51e6\u7406\uff0f\u51fa\u6b20\uff0f\u6307\u5c0e\u8981\u9332\uff09\u3092\u9078\u3093\u3067\u8cea\u554f\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u6559\u54e1\u306e\u6240\u5c5e\u6821\u304b\u3089\u5b66\u6821\u7a2e\u3092\u5f15\u304d\u3001\u5b66\u6821\u7a2e\u3068\u4eca\u5e74\u5ea6\u3067\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3092\u4f5c\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u8cea\u554f\u306b\u5150\u7ae5\u751f\u5f92\u306e\u6c0f\u540d\u3089\u3057\u3044\u8a9e\u3084\u6570\u5b57\u306e\u4e26\u3073\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n4. **\u3010\u81ea\u52d5\u3011** Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u305d\u306e\u5b66\u6821\u7a2e\u3068\u5e74\u5ea6\u306e\u8981\u9818\u3068\u3001\u305d\u306e\u5b66\u6821\u306e\u624b\u5f15\u304d\u3060\u3051\u3092\u63a2\u3057\u3066\u7b54\u3048\u3092\u4f5c\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u5b9a\u3081\u3092\u6839\u62e0\u306e\u7b87\u6240\u4ed8\u304d\u3067\u753b\u9762\u306b\u8fd4\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u8981\u9818\u306b\u5b9a\u3081\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u3001\u6839\u62e0\u304c\u5f31\u304f\u7b54\u3048\u304c\u51fa\u306a\u304b\u3063\u305f\u3082\u306e\u306f\u3001\u305d\u306e\u5b66\u6821\u306e\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u3059\n7. **\u3010\u4eba\u3011** \u6559\u52d9\u4e3b\u4efb\u304c\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u3001\u8981\u9818\u3067\u6c7a\u307e\u3089\u306a\u3044\u3082\u306e\u306f\u5b66\u6821\u6559\u80b2\u8ab2\u3078\u307e\u3068\u3081\u3066\u805e\u304f\n8. **\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u30fb\u7b54\u3048\u30fb\u6839\u62e0\u30fb\u6559\u54e1\u306e\u8a55\u4fa1\u3092\u8a18\u9332\u306b\u6b8b\u3059\n\n**3\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u6761\u4ef6\u3067\u3059\u3002** \u8cea\u554f\u306b\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u304c\u5165\u3063\u305f\u307e\u307e\u691c\u7d22\u306b\u9001\u3089\u306a\u3044\u3088\u3046\u3001**\u9001\u4fe1\u306e\u524d\u306b\u753b\u9762\u3068\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4e21\u65b9\u3067\u6b62\u3081\u307e\u3059\u3002** \u6b62\u307e\u3063\u305f\u8cea\u554f\u306f\u3001\u8a00\u3044\u63db\u3048\u3092\u4fc3\u3057\u307e\u3059\u3002\n\n**7\u756a\u76ee\u3067\u5b66\u6821\u6559\u80b2\u8ab2\u3078\u306e\u8cea\u554f\u3092\u6559\u52d9\u4e3b\u4efb\u304c\u307e\u3068\u3081\u308b\u306e\u306f\u300112\u6821\u306e\u96fb\u8a71\u30921\u3064\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306f\u5b66\u6821\u3092\u307e\u305f\u3044\u3067\u540c\u3058\u3082\u306e\u304c\u591a\u304f\u3001**\u5b66\u6821\u6559\u80b2\u8ab2\u304c1\u56de\u7b54\u3048\u3066\u8981\u9818\u306eQ&A\u306b\u8db3\u305b\u3070\u300112\u6821\u306b\u52b9\u304d\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u6559\u54e1\u304c\u6821\u52d9\u7528\u306e\u7aef\u672b\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3067\u3001\u8cea\u554f\u306e\u533a\u5206\uff08\u6210\u7e3e\u51e6\u7406\uff0f\u51fa\u6b20\uff0f\u6307\u5c0e\u8981\u9332\uff09\u3092\u9078\u3093\u3067\u8cea\u554f\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u6559\u54e1\u306e\u6240\u5c5e\u6821\u304b\u3089\u5b66\u6821\u7a2e\u3092\u5f15\u304d\u3001\u5b66\u6821\u7a2e\u3068\u4eca\u5e74\u5ea6\u3067\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u8cea\u554f\u306b\u5150\u7ae5\u751f\u5f92\u306e\u6c0f\u540d\u3089\u3057\u3044\u8a9e\u3084\u6570\u5b57\u306e\u4e26\u3073\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u305d\u306e\u5b66\u6821\u7a2e\u3068\u5e74\u5ea6\u306e\u8981\u9818\u3068\u3001\u305d\u306e\u5b66\u6821\u306e\u624b\u5f15\u304d\u3060\u3051\u3092\u63a2\u3057\u3066\u7b54\u3048\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u5b9a\u3081\u3092\u6839\u62e0\u306e\u7b87\u6240\u4ed8\u304d\u3067\u753b\u9762\u306b\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u8981\u9818\u306b\u5b9a\u3081\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u3001\u6839\u62e0\u304c\u5f31\u304f\u7b54\u3048\u304c\u51fa\u306a\u304b\u3063\u305f\u3082\u306e\u306f\u3001\u305d\u306e\u5b66\u6821\u306e\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u3059","**\u3010\u4eba\u3011** \u6559\u52d9\u4e3b\u4efb\u304c\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u3001\u8981\u9818\u3067\u6c7a\u307e\u3089\u306a\u3044\u3082\u306e\u306f\u5b66\u6821\u6559\u80b2\u8ab2\u3078\u307e\u3068\u3081\u3066\u805e\u304f","**\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u30fb\u7b54\u3048\u30fb\u6839\u62e0\u30fb\u6559\u54e1\u306e\u8a55\u4fa1\u3092\u8a18\u9332\u306b\u6b8b\u3059"],"architecture":"```\n\u6559\u54e1\uff08\u6821\u52d9\u7528\u306e\u7aef\u672b\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3002\u8cea\u554f\u306e\u533a\u5206\u3092\u9078\u3093\u3067\u8cea\u554f\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u8cea\u554f\u306e\u9001\u4fe1\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\uff0fCloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u6240\u5c5e\u6821\u304b\u3089\u5b66\u6821\u7a2e\u3092\u5f15\u304f\n   \u251c\u2500\u2500\u25b6 \u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u3089\u3057\u3044\u8a9e\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n   \u251c\u2500\u2500\u25b6 \u5b66\u6821\u7a2e\u30fb\u5e74\u5ea6\u30fb\u6240\u5c5e\u6821\u3067\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3092\u4f5c\u308b\n   \u25bc\nAgent Search\uff08Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\n   \u2502   \u305d\u306e\u5b66\u6821\u7a2e\u3068\u5e74\u5ea6\u306e \u6307\u5c0e\u8981\u9332\u306e\u8a18\u5165\u8981\u9818\uff0f\u6210\u7e3e\u51e6\u7406\u306e\u8981\u9818\uff0f\u51fa\u6b20\u306e\u53d6\u6271\u3044\uff0f\u6821\u5185\u306e\u624b\u5f15\u304d \u3060\u3051\u3092\u63a2\u3059\n   \u2502   \u7b54\u3048\u3068\u51fa\u5178\u3001\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u8fd4\u3059\n   \u25bc\n\u5b9a\u3081\uff08\u6839\u62e0\u306e\u8981\u9818\u306e\u7b87\u6240\u3068\u624b\u5f15\u304d\u306e\u7b87\u6240\uff09\n   \u251c\u2500\u2500\u25b6 \u753b\u9762\u3078\n   \u2514\u2500\u2500\u25b6 \u6559\u52d9\u4e3b\u4efb\u306e\u5f85\u3061\u884c\u5217\u3078\uff08\u5b9a\u3081\u304c\u7121\u3044\u30fb\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2500 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u753b\u9762\u30fb\u6559\u8077\u54e1\u306e ID\u30fb\u691c\u7d22\u30fb\u8a18\u9332\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u8981\u9818\u30fb\u624b\u5f15\u304d\u306e\u539f\u672c\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\uff09 | \u2500 |\n\n**\u6821\u52d9\u652f\u63f4\u306e\u4ed5\u7d44\u307f\u306f\u3001\u3053\u306e\u69cb\u6210\u306b\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u6210\u7e3e\u30fb\u51fa\u6b20\u30fb\u6307\u5c0e\u8981\u9332\u306e\u30c7\u30fc\u30bf\u306f\u3001**\u8aad\u307f\u3082\u66f8\u304d\u3082\u3057\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u8981\u9818\u3068\u624b\u5f15\u304d\u3092\u5e74\u5ea6\u3054\u3068\u306b\u5206\u3051\u3001\u5b66\u6821\u7a2e\u3068\u6240\u5c5e\u6821\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u308b\u3053\u3068\u3067\u3059\u3002**\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u3063\u3066\u51fa\u5178\u3092\u4ed8\u3051\u3001\u524d\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306e ID \u3092\u6e21\u3059\u3068**\u3084\u308a\u53d6\u308a\u3092\u7d9a\u3051\u3089\u308c\u307e\u3059\u3002** \u56de\u7b54\u306e\u4e3b\u5f35\u3054\u3068\u306b**\u6839\u62e0\u306e\u30b9\u30b3\u30a2**\u3092\u8fd4\u3059\u8a2d\u5b9a\u3068\u3001\u6839\u62e0\u306e\u5f31\u3044\u56de\u7b54\u3092\u843d\u3068\u3059\u8a2d\u5b9a\u304c\u3042\u308a\u307e\u3059\u3002**\u56de\u7b54\u306e\u751f\u6210\u306b Gemini \u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u306e\u3067\u3001** \u4f7f\u3046\u4eba\u3092\u6559\u54e1\u306b\u9650\u308a\u3001\u5150\u7ae5\u751f\u5f92\u304c\u4f7f\u3046\u753b\u9762\u306b\u306f\u3057\u307e\u305b\u3093\u3002\n\n**\u5b9a\u3081\u306e\u571f\u53f0\u306f\u3001\u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247\u3068\u6587\u90e8\u79d1\u5b66\u7701\u306e\u901a\u77e5\u3067\u3059\u3002** \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247\u7b2c24\u6761\u306f\u3001\u6821\u9577\u304c**\u5728\u5b66\u3059\u308b\u5150\u7ae5\u7b49\u306e\u6307\u5c0e\u8981\u9332\u3092\u4f5c\u6210\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044**\u3068\u3057\u3001\u8ee2\u5b66\u3057\u305f\u5834\u5408\u306f**\u6307\u5c0e\u8981\u9332\u306e\u5199\u3057\u3092\u4f5c\u6210\u3057\u3066\u8ee2\u5b66\u5148\u306e\u6821\u9577\u306b\u9001\u4ed8\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044**\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u7b2c25\u6761\u306f\u51fa\u5e2d\u7c3f\u306e\u4f5c\u6210\u3092\u3001\u7b2c28\u6761\u306f\u8868\u7c3f\u306e\u4fdd\u5b58\u3092\u5b9a\u3081\u3001**\u6307\u5c0e\u8981\u9332\u3068\u305d\u306e\u5199\u3057\u306f5\u5e74\u9593\u3001\u305d\u306e\u3046\u3061\u5165\u5b66\u30fb\u5352\u696d\u7b49\u306e\u5b66\u7c4d\u306b\u95a2\u3059\u308b\u8a18\u9332\u306f20\u5e74\u9593**\u4fdd\u5b58\u3059\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5e73\u621031\u5e743\u670829\u65e5\u306e\u6587\u90e8\u79d1\u5b66\u7701\u306e\u901a\u77e5\uff0830\u6587\u79d1\u521d\u7b2c1845\u53f7\uff09\u306f\u3001**\u5404\u8a2d\u7f6e\u8005\u304c\u6307\u5c0e\u8981\u9332\u306e\u69d8\u5f0f\u3092\u5b9a\u3081\u308b**\u3053\u3068\u3092\u524d\u63d0\u306b\u3001\u8a18\u8f09\u4e8b\u9805\u3068\u914d\u616e\u4e8b\u9805\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002**\u57df\u5185\u306e\u8981\u9818\u306f\u3001\u3053\u306e\u4e0a\u306b\u4e57\u3063\u3066\u3044\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u6559\u54e1\u304c\u6821\u52d9\u7528\u306e\u7aef\u672b\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3067\u8cea\u554f\u306e\u533a\u5206\u3092\u9078\u3073\u3001\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u306f\u6559\u80b2\u59d4\u54e1\u4f1a\u304c\u914d\u3063\u305f\u6559\u8077\u54e1\u306e ID \u3067\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u6559\u54e1\u3060\u3051\u304c\u4f7f\u3044\u3001**\u5150\u7ae5\u751f\u5f92\u3068\u4fdd\u8b77\u8005\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002** \u5b66\u6821\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5916\u304b\u3089\u306f\u958b\u3051\u306a\u3044\u4f5c\u308a\u306b\u3057\u307e\u3059\u3002\n\n**\u8cea\u554f\u306e\u533a\u5206\u306f\u300c\u6210\u7e3e\u51e6\u7406\u300d\u300c\u51fa\u6b20\u300d\u300c\u6307\u5c0e\u8981\u9332\u300d\u300c\u305d\u306e\u4ed6\u306e\u8868\u7c3f\u300d\u304b\u3089\u9078\u3070\u305b\u307e\u3059\u3002** \u533a\u5206\u3092\u9078\u3070\u305b\u308b\u3068\u3001\u6210\u7e3e\u51e6\u7406\u306e\u8cea\u554f\u3067\u51fa\u6b20\u306e\u8981\u9818\u3092\u5f15\u304f\u3053\u3068\u304c\u6e1b\u308a\u307e\u3059\u3002\u5b66\u6821\u7a2e\u3068\u6240\u5c5e\u6821\u306f ID \u304b\u3089\u5f15\u304f\u306e\u3067\u3001**\u6559\u54e1\u306b\u9078\u3070\u305b\u307e\u305b\u3093\u3002** \u5c0f\u4e2d\u4e00\u8cab\u6821\u306e\u3088\u3046\u306b\u4e21\u65b9\u306e\u5b66\u6821\u7a2e\u3092\u6301\u3064\u5b66\u6821\u306e\u6559\u54e1\u3060\u3051\u3001\u5b66\u6821\u7a2e\u3092\u753b\u9762\u3067\u9078\u3070\u305b\u307e\u3059\u3002\n\n1\u4ef6\u306e\u8cea\u554f\u306f1\u3064\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u7d9a\u3051\u3001\u300c\u7279\u5225\u652f\u63f4\u5b66\u7d1a\u3067\u306f\u3069\u3046\u304b\u300d\u3068\u805e\u304d\u8db3\u3059\u3068\u540c\u3058\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u7d5e\u308a\u76f4\u3057\u307e\u3059\u3002**\u5225\u306e\u533a\u5206\u306e\u8cea\u554f\u306f\u3001\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u59cb\u3081\u307e\u3059\u3002** \u5b66\u671f\u672b\u306e\u5915\u65b9\u306b\u8cea\u554f\u304c\u96c6\u4e2d\u3057\u3066\u3082\u3001\u6559\u52d9\u4e3b\u4efb\u306e\u624b\u304c\u7a7a\u304f\u306e\u3092\u5f85\u305f\u305a\u306b\u7b54\u3048\u304c\u51fa\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u8a18\u5165\u3084\u51e6\u7406\u306e\u4ed5\u65b9\uff08\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u3092\u542b\u307e\u306a\u3044\uff09 | \u753b\u9762 |\n| \u6240\u5c5e\u6821\u3068\u5b66\u6821\u7a2e | \u5c0f\u5b66\u6821\uff0f\u4e2d\u5b66\u6821\uff0f\u5c0f\u4e2d\u4e00\u8cab\u6821 | \u6559\u8077\u54e1\u306e ID |\n| \u6307\u5c0e\u8981\u9332\u306e\u8a18\u5165\u8981\u9818 | \u69d8\u5f0f\u3001\u5b66\u7c4d\u306e\u8a18\u9332\u3068\u6307\u5c0e\u306e\u8a18\u9332\u306e\u8a18\u5165\u306e\u4ed5\u65b9\u3001\u6240\u898b\u306e\u66f8\u304d\u65b9 | \u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u306e\u7f6e\u304d\u5834 |\n| \u6210\u7e3e\u51e6\u7406\u306e\u8981\u9818 | \u89b3\u70b9\u5225\u5b66\u7fd2\u72b6\u6cc1\u306e\u8a55\u4fa1\u3068\u8a55\u5b9a\u306e\u4ed8\u3051\u65b9\u3001\u63d0\u51fa\u306e\u7de0\u3081 | \u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u306e\u7f6e\u304d\u5834 |\n| \u51fa\u6b20\u306e\u53d6\u6271\u3044 | \u51fa\u5e2d\u505c\u6b62\u30fb\u5fcc\u5f15\u306a\u3069\u306e\u6570\u3048\u65b9\u3001\u6708\u672b\u306e\u96c6\u8a08 | \u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u306e\u7f6e\u304d\u5834 |\n| \u8981\u9818\u306eQ&A | \u5b66\u6821\u6559\u80b2\u8ab2\u304c\u3053\u308c\u307e\u3067\u306b\u7b54\u3048\u305f\u8cea\u554f | \u5b66\u6821\u6559\u80b2\u8ab2 |\n| \u6821\u5185\u306e\u624b\u5f15\u304d | \u6821\u5185\u306e\u7de0\u3081\u3001\u70b9\u691c\u306e\u624b\u9806\u3001\u5b66\u6821\u72ec\u81ea\u306e\u904b\u7528 | \u5404\u6821\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u6587\u66f8\u3054\u3068\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u3059\u3002** \u6587\u66f8\u3054\u3068\u306b\u3001**\u5b66\u6821\u7a2e\u3001\u5e74\u5ea6\u3001\u6587\u66f8\u306e\u7a2e\u985e\uff08\u8981\u9818\uff0fQ&A\uff0f\u6821\u5185\u306e\u624b\u5f15\u304d\uff09\u3001\u533a\u5206\uff08\u6210\u7e3e\uff0f\u51fa\u6b20\uff0f\u8981\u9332\uff09\u3001\u6240\u5c5e\u6821\uff08\u6821\u5185\u306e\u624b\u5f15\u304d\u3060\u3051\uff09**\u3092\u4ed8\u3051\u307e\u3059\u3002**\u6821\u5185\u306e\u624b\u5f15\u304d\u306f\u3001\u305d\u306e\u5b66\u6821\u306e\u6559\u54e1\u306e\u8cea\u554f\u3067\u3060\u3051\u5f15\u304b\u308c\u308b**\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u96a3\u306e\u5b66\u6821\u306e\u904b\u7528\u3067\u7b54\u3048\u308b\u3068\u3001\u7de0\u3081\u306e\u65e5\u3084\u70b9\u691c\u306e\u624b\u9806\u304c\u9055\u3044\u307e\u3059\u3002\n\n**\u8981\u9818\u306eQ&A\u306f\u3001\u5b66\u6821\u6559\u80b2\u8ab2\u304c\u7b54\u3048\u305f\u8cea\u554f\u3092\u6587\u66f8\u306b\u3057\u305f\u3082\u306e\u3067\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08d\uff09\u3067\u4f55\u5ea6\u3082\u7b54\u3048\u3066\u3044\u305f\u8cea\u554f\u3092\u3001**\u554f\u3044\u3068\u7b54\u3048\u3068\u6839\u62e0\u306e\u7b87\u6240\u306e\u5f62\u3067**\u307e\u3068\u3081\u307e\u3059\u3002\u3053\u308c\u304c\u5897\u3048\u308b\u307b\u3069\u3001\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u308b\u8cea\u554f\u304c\u6e1b\u308a\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u6587\u66f8\u306f Cloud Storage \u306b\u7f6e\u304d\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u3067\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3078\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u8981\u9818\u306f PDF \u3068 Word\u3001\u69d8\u5f0f\u306f Excel \u3067\u6301\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u89e3\u6790\u306f PDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u306e\u914d\u7f6e\u3092\u691c\u51fa\u3057\u307e\u3059\u3002** \u69d8\u5f0f\u306e\u6b04\u3068\u8a18\u5165\u306e\u6ce8\u610f\u3092\u898b\u5206\u3051\u3089\u308c\u308b\u306e\u3067\u3001\u8868\u306e\u307e\u307e\u53d6\u308a\u8fbc\u3081\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u5b66\u6821\u7a2e | \u30e1\u30bf\u30c7\u30fc\u30bf `school_type` | \u5c0f\u5b66\u6821\u3068\u4e2d\u5b66\u6821\u306e\u8981\u9818\u3092\u6df7\u305c\u306a\u3044 |\n| \u5e74\u5ea6 | \u30e1\u30bf\u30c7\u30fc\u30bf `fiscal_year` | \u4eca\u5e74\u5ea6\u306e\u7248\u3060\u3051\u306b\u7d5e\u308b |\n| \u533a\u5206 | \u30e1\u30bf\u30c7\u30fc\u30bf `area` | \u6210\u7e3e\u30fb\u51fa\u6b20\u30fb\u8981\u9332\u3092\u5206\u3051\u308b |\n| \u6240\u5c5e\u6821 | \u30e1\u30bf\u30c7\u30fc\u30bf `school_id` | \u6821\u5185\u306e\u624b\u5f15\u304d\u3092\u305d\u306e\u5b66\u6821\u306b\u9650\u308b |\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u5b66\u6821\u7a2e\u30fb\u5e74\u5ea6\u30fb\u6240\u5c5e\u6821\u3067\u66f8\u304d\u307e\u3059\u3002** \u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u3051\u3070\u3001`school_type: ANY(\"junior_high\", \"all\") AND fiscal_year: ANY(\"2026\") AND school_id: ANY(\"J03\", \"all\")` \u306e\u3088\u3046\u306b\u3001**\u4e2d\u5b66\u6821\u306e\u3001\u4eca\u5e74\u5ea6\u306e\u3001\u8981\u9818\u3068\u305d\u306e\u5b66\u6821\u306e\u624b\u5f15\u304d**\u3092\u5f15\u3051\u307e\u3059\u3002`all` \u306f\u5b66\u6821\u7a2e\u3084\u5b66\u6821\u3092\u554f\u308f\u306a\u3044\u6587\u66f8\u306b\u4ed8\u3051\u307e\u3059\u3002**\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u3082\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u306a\u3044\u9805\u76ee\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001** \u9805\u76ee\u3054\u3068\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u6559\u54e1\u3060\u3051\u304c\u4f7f\u3046\u753b\u9762\u306b\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3082\u4f7f\u3048\u307e\u3059\u3002** \u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306f**\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u6642\u306b\u9078\u3076\u8a2d\u5b9a\u3067\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002** Cloud Storage \u306e\u6587\u66f8\u3067\u306f\u30e1\u30bf\u30c7\u30fc\u30bf\u306e `acl_info` \u306b\u8aad\u3081\u308b\u4eba\u3092\u66f8\u304d\u3001**\u30b0\u30eb\u30fc\u30d7\u306f1\u3064\u306e\u8aad\u307f\u624b\u3068\u3057\u3066\u6570\u3048\u3089\u308c\u307e\u3059\u3002** \u6559\u54e1\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u8aad\u307f\u624b\u306b\u3059\u308c\u3070\u3001\u4e8b\u52d9\u306e\u8077\u54e1\u3084\u5916\u90e8\u306e\u4eba\u306e ID \u3067\u306f\u6587\u66f8\u304c\u5f15\u304b\u308c\u307e\u305b\u3093\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u8981\u9818\u3092\u5e74\u5ea6\u3054\u3068\u306b\u5206\u3051\u308b** \u2026 \u7f6e\u304d\u5834\u306b\u6b8b\u3063\u3066\u3044\u308b\u524d\u5e74\u5ea6\u4ee5\u524d\u306e\u7248\u306f\u3001\u5e74\u5ea6\u3092\u4ed8\u3051\u3066\u5225\u306e\u6587\u66f8\u306b\u3057\u3001\u691c\u7d22\u306f\u4eca\u5e74\u5ea6\u306b\u7d5e\u308a\u307e\u3059\n2. **\u5b66\u6821\u7a2e\u3054\u3068\u306b\u5206\u3051\u308b** \u2026 \u5c0f\u5b66\u6821\u3068\u4e2d\u5b66\u6821\u3067\u5171\u901a\u306e\u8981\u9818\u306f `all` \u3092\u4ed8\u3051\u3001\u9055\u3046\u7b87\u6240\u306f\u5b66\u6821\u7a2e\u3054\u3068\u306e\u6587\u66f8\u306b\u3057\u307e\u3059\n3. **\u8981\u9818\u306eQ&A\u3092\u4f5c\u308b** \u2026 \u5b66\u6821\u6559\u80b2\u8ab2\u304c\u3053\u308c\u307e\u3067\u306b\u96fb\u8a71\u3067\u7b54\u3048\u305f\u8cea\u554f\u3092\u96c6\u3081\u3001\u554f\u3044\u3068\u7b54\u3048\u3068\u6839\u62e0\u306e\u7b87\u6240\u306e\u5f62\u306b\u3057\u307e\u3059\n4. **\u6821\u5185\u306e\u624b\u5f15\u304d\u306b\u5b66\u6821\u306e\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u308b** \u2026 12\u6821\u306e\u624b\u5f15\u304d\u3092\u3001\u5b66\u6821\u3054\u3068\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\n5. **\u8a18\u5165\u4f8b\u304b\u3089\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u3092\u6d88\u3059** \u2026 \u8981\u9818\u306e\u8a18\u5165\u4f8b\u306b\u5b9f\u5728\u306e\u5150\u7ae5\u751f\u5f92\u306b\u8fd1\u3044\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u67b6\u7a7a\u306e\u8a18\u8f09\u306b\u66ff\u3048\u3066\u304b\u3089\u53d6\u308a\u8fbc\u307f\u307e\u3059\n6. **\u898b\u51fa\u3057\u3092\u65ad\u7247\u306b\u542b\u3081\u308b** \u2026 \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u6642\u306b\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u3001`includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3057\u307e\u3059\n\n**5\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6821\u5185\u306e\u624b\u5f15\u304d\u306b\u306f\u3001**\u524d\u5e74\u5ea6\u306e\u70b9\u691c\u3067\u898b\u3064\u304b\u3063\u305f\u8aa4\u308a\u306e\u4f8b\u3068\u3057\u3066\u3001\u5b9f\u969b\u306e\u6240\u898b\u306e\u6587\u304c\u8cbc\u3063\u3066\u3042\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u53d6\u308a\u8fbc\u3080\u524d\u306b1\u518a\u305a\u3064\u898b\u307e\u3059\u3002\n\n**6\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u5206\u5272\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u6709\u52b9\u306b\u3082\u7121\u52b9\u306b\u3082\u3067\u304d\u305a\u3001**\u898b\u51fa\u3057\u3092\u542b\u3081\u308b\u8a2d\u5b9a\u306f\u65e2\u5b9a\u3067\u306f\u7121\u52b9\u3067\u3059\u3002** \u300c\u65e5\u6570\u306b\u542b\u3081\u306a\u3044\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u65ad\u7247\u306f\u3001\u898b\u51fa\u3057\u304c\u7121\u3044\u3068**\u51fa\u5e2d\u505c\u6b62\u306e\u8a71\u304b\u5fcc\u5f15\u306e\u8a71\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002** \u5206\u5272\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3001\u65e2\u5b9a\u306f500\u3067\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u305d\u306e\u5b66\u6821\u7a2e\u3068\u5e74\u5ea6\u306e\u8981\u9818\u3068\u624b\u5f15\u304d\u304b\u3089\u8cea\u554f\u306b\u5f53\u305f\u308b\u5b9a\u3081\u3092\u898b\u3064\u3051\u3001\u6839\u62e0\u306e\u7b87\u6240\u4ed8\u304d\u3067\u4e26\u3079\u308b\u3053\u3068\u3067\u3059\u3002** \u500b\u5225\u306e\u5150\u7ae5\u751f\u5f92\u3092\u3069\u3046\u6271\u3046\u304b\u306e\u5224\u65ad\u3068\u3001\u6240\u898b\u306e\u6587\u306e\u4f5c\u6210\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u9805\u76ee | \u4e2d\u8eab | \u6839\u62e0 |\n|:--|:--|:--|\n| \u5b9a\u3081 | \u8981\u9818\u3068\u624b\u5f15\u304d\u306b\u66f8\u304b\u308c\u305f\u8a18\u5165\u30fb\u51e6\u7406\u306e\u4ed5\u65b9 | \u8981\u9818\u30fb\u624b\u5f15\u304d |\n| \u5bfe\u8c61\u306e\u7bc4\u56f2 | \u3069\u306e\u5b66\u6821\u7a2e\u30fb\u5b66\u5e74\u30fb\u8868\u7c3f\u306b\u5f53\u305f\u308b\u304b | \u8981\u9818 |\n| \u7de0\u3081\u3068\u624b\u9806 | \u6821\u5185\u306e\u63d0\u51fa\u306e\u7de0\u3081\u3001\u70b9\u691c\u306e\u624b\u9806 | \u6821\u5185\u306e\u624b\u5f15\u304d |\n| \u5b66\u6821\u6559\u80b2\u8ab2\u306e\u904e\u53bb\u306e\u7b54\u3048 | \u540c\u3058\u554f\u3044\u3078\u306e\u7b54\u3048 | \u8981\u9818\u306eQ&A |\n| \u78ba\u304b\u3081\u308b\u4eba | \u5224\u65ad\u304c\u8981\u308b\u3068\u304d\u306b\u805e\u304f\u5148 | \u6821\u5185\u306e\u624b\u5f15\u304d |\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `session` | \u8cea\u554f\u3054\u3068\u306e\u30bb\u30c3\u30b7\u30e7\u30f3 | \u805e\u304d\u8db3\u3057\u305f\u6761\u4ef6\u3067\u7d5e\u308a\u76f4\u3059 |\n| `includeCitations` | \u6709\u52b9\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09 | \u8981\u9818\u306e\u7b87\u6240\u3068\u624b\u5f15\u304d\u306e\u7b87\u6240\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u8981\u9818\u306b\u7121\u3044\u6271\u3044\u3092\u7b54\u3048\u306a\u3044 |\n| `groundingSpec` \u306e `filteringLevel` | `FILTERING_LEVEL_HIGH` | \u6839\u62e0\u306e\u5f31\u3044\u7b54\u3048\u3092\u51fa\u3055\u306a\u3044 |\n| `filter` | \u5b66\u6821\u7a2e\u3001\u5e74\u5ea6\u3001\u6240\u5c5e\u6821 | \u4ed6\u306e\u5b66\u6821\u7a2e\u3068\u524d\u5e74\u5ea6\u306e\u7248\u3092\u6df7\u305c\u306a\u3044 |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u500b\u5225\u306e\u5150\u7ae5\u751f\u5f92\u306e\u6b20\u5e2d\u3084\u8a55\u5b9a\u306e\u6271\u3044\u3092\u6c7a\u3081\u308b | \u5224\u65ad\u306f\u62c5\u4efb\u30fb\u6559\u52d9\u4e3b\u4efb\u30fb\u6821\u9577\u304c\u4e8b\u5b9f\u3092\u898b\u3066\u884c\u3046 |\n| \u6240\u898b\u306e\u6587\u3092\u4f5c\u308b | \u6240\u898b\u306f\u62c5\u4efb\u304c\u5150\u7ae5\u751f\u5f92\u3092\u898b\u3066\u66f8\u304f\u3082\u306e |\n| \u4ed6\u306e\u81ea\u6cbb\u4f53\u306e\u66f8\u304d\u65b9\u3084\u4e00\u822c\u8ad6\u3067\u88dc\u3046 | \u69d8\u5f0f\u3068\u8a18\u5165\u306e\u4ed5\u65b9\u306f\u8a2d\u7f6e\u8005\u304c\u5b9a\u3081\u308b |\n| \u524d\u5e74\u5ea6\u306e\u7248\u306e\u5b9a\u3081\u3067\u7b54\u3048\u308b | \u6539\u8a02\u3055\u308c\u305f\u7b87\u6240\u306f\u4eca\u5e74\u5ea6\u306e\u7248\u3060\u3051\u304c\u52b9\u304f |\n| \u8981\u9818\u3068\u624b\u5f15\u304d\u306e\u98df\u3044\u9055\u3044\u3067\u3069\u3061\u3089\u304b\u3092\u9078\u3076 | \u3069\u3061\u3089\u304c\u512a\u5148\u304b\u306f\u6559\u52d9\u4e3b\u4efb\u3068\u5b66\u6821\u6559\u80b2\u8ab2\u304c\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8981\u9818\u306b\u66f8\u3044\u3066\u3044\u306a\u3044\u7d30\u304b\u306a\u8a18\u5165\u306e\u4ed5\u65b9\u3092\u805e\u304b\u308c\u308b\u3068\u3001\u30e2\u30c7\u30eb\u306f**\u4e00\u822c\u7684\u306a\u6307\u5c0e\u8981\u9332\u306e\u66f8\u304d\u65b9**\u3067\u57cb\u3081\u307e\u3059\u3002**\u305d\u308c\u306f\u4ed6\u306e\u81ea\u6cbb\u4f53\u3067\u306f\u6b63\u3057\u3044\u66f8\u304d\u65b9\u304b\u3082\u3057\u308c\u305a\u3001\u3053\u306e\u5e02\u306e\u69d8\u5f0f\u3067\u306f\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u5b9a\u3081\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u3057\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5e02\u7acb\u5b66\u6821\u306e\u6559\u54e1\u304b\u3089\u306e\u3001\u6210\u7e3e\u51e6\u7406\u30fb\u51fa\u6b20\u30fb\u6307\u5c0e\u8981\u9332\u306e\u66f8\u304d\u65b9\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u7acb\u5834\u3067\u3059\u3002\n\u691c\u7d22\u7d50\u679c\u306b\u51fa\u305f\u3001\u3053\u306e\u5e02\u306e\u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u3068\u3001\u3053\u306e\u5b66\u6821\u306e\u624b\u5f15\u304d\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u307e\u3059\u3002\n\u8aad\u3080\u306e\u306f\u6559\u54e1\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u8cea\u554f\u306b\u5f53\u305f\u308b\u5b9a\u3081\u3092\u3001\u8981\u9818\u3068\u624b\u5f15\u304d\u306e\u6587\u306b\u6cbf\u3063\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u306e\u7a2e\u985e\uff08\u8981\u9818\uff0fQ&A\uff0f\u6821\u5185\u306e\u624b\u5f15\u304d\uff09\u3001\u5e74\u5ea6\u3001\u7ae0\u3084\u9805\u76ee\u306e\u540d\u524d\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u6821\u5185\u306e\u7de0\u3081\u3084\u70b9\u691c\u306e\u624b\u9806\u304c\u3042\u308c\u3070\u3001\u8981\u9818\u306e\u5b9a\u3081\u3068\u306f\u5206\u3051\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n4. \u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u5834\u5408\u306f\u3001\u78ba\u304b\u3081\u308b\u5148\uff08\u6559\u52d9\u4e3b\u4efb\u306a\u3069\uff09\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306e\u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4ed6\u306e\u81ea\u6cbb\u4f53\u306e\u66f8\u304d\u65b9\u3084\u3001\u4e00\u822c\u7684\u306a\u6307\u5c0e\u8981\u9332\u306e\u66f8\u304d\u65b9\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7279\u5b9a\u306e\u5150\u7ae5\u751f\u5f92\u306b\u3064\u3044\u3066\u3001\u6b20\u5e2d\u306e\u6570\u3048\u65b9\u3084\u8a55\u5b9a\u3092\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u3053\u306e\u5834\u5408\u306f\u51fa\u5e2d\u6271\u3044\u3067\u3059\u300d\u3068\u8a00\u3044\u5207\u3089\u305a\u3001\u8981\u9818\u306e\u5b9a\u3081\u3068\u78ba\u304b\u3081\u308b\u5148\u3092\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6240\u898b\u3084\u8a55\u4fa1\u306e\u6587\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304d\u65b9\u306e\u5b9a\u3081\u3060\u3051\u3092\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8cea\u554f\u306b\u5150\u7ae5\u751f\u5f92\u306e\u540d\u524d\u3084\u6210\u7e3e\u304c\u542b\u307e\u308c\u3066\u3044\u3066\u3082\u3001\u7b54\u3048\u306b\u7e70\u308a\u8fd4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8981\u9818\u3068\u624b\u5f15\u304d\u304c\u98df\u3044\u9055\u3046\u3068\u304d\u306f\u3001\u3069\u3061\u3089\u304c\u512a\u5148\u304b\u3092\u6c7a\u3081\u305a\u3001\n  \u98df\u3044\u9055\u3046\u7b87\u6240\u3092\u4e26\u3079\u3066\u300c\u6559\u52d9\u4e3b\u4efb\u306e\u78ba\u8a8d\u304c\u8981\u308b\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5b9a\u3081\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u300c\u8981\u9818\u3068\u624b\u5f15\u304d\u306b\u5b9a\u3081\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u6240\u898b\u306e\u6587\u3092\u4f5c\u3089\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u89aa\u5207\u306b\u4f8b\u6587\u3092\u4f5c\u308a\u307e\u3059\u3002** \u300c\u7dcf\u5408\u6240\u898b\u306f\u3069\u3053\u307e\u3067\u66f8\u304f\u304b\u300d\u3068\u805e\u304b\u308c\u308b\u3068\u3001\u8981\u9818\u306e\u5b9a\u3081\u306e\u5f8c\u306b**\u305d\u308c\u3089\u3057\u3044\u6240\u898b\u306e\u4f8b\u6587**\u3092\u8db3\u3057\u307e\u3059\u3002**\u4f8b\u6587\u304c\u753b\u9762\u306b\u51fa\u308b\u3068\u3001\u305d\u308c\u3092\u5199\u3057\u305f\u6240\u898b\u304c\u4f55\u4eba\u5206\u3082\u4e26\u3073\u307e\u3059\u3002** \u8981\u9818\u306b\u8a18\u5165\u4f8b\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u8a18\u5165\u4f8b\u3060\u3051\u3092\u793a\u3057\u307e\u3059\u3002\n\n**\u300c\u51fa\u5e2d\u6271\u3044\u3068\u8a00\u3044\u5207\u3089\u306a\u3044\u300d\u3082\u660e\u8a18\u3057\u307e\u3059\u3002** \u51fa\u6b20\u306e\u8cea\u554f\u306e\u591a\u304f\u306f\u3001**\u7279\u5b9a\u306e\u5150\u7ae5\u751f\u5f92\u3092\u601d\u3044\u6d6e\u304b\u3079\u3066**\u805e\u304b\u308c\u307e\u3059\u3002\u8a00\u3044\u5207\u3063\u305f\u7b54\u3048\u306f\u3001\u305d\u306e\u307e\u307e\u51fa\u5e2d\u7c3f\u306b\u5165\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u6574\u3048\u3066\u3001\u753b\u9762\u3068\u8a18\u9332\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"query_id\": \"\",\n  \"session_id\": \"\",\n  \"teacher_id\": \"\",\n  \"school_id\": \"J03\",\n  \"school_type\": \"elementary | junior_high\",\n  \"fiscal_year\": \"2026\",\n  \"area\": \"grading | attendance | cumulative_record | other\",\n  \"question\": \"\",\n  \"rules\": [\n    { \"summary\": \"\", \"scope\": \"\", \"local_steps\": [\"\"],\n      \"refs\": [ { \"doc_type\": \"guideline | qa | school_manual\",\n                  \"fiscal_year\": \"\", \"location\": \"\", \"uri\": \"\" } ] }\n  ],\n  \"ask_to\": \"\",\n  \"not_found\": false,\n  \"conflicts\": [ { \"summary\": \"\", \"refs\": [\"\"] } ],\n  \"pii_blocked\": false,\n  \"status\": \"answered | routed | blocked\",\n  \"teacher_feedback\": { \"resolved\": true, \"note\": \"\" }\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`local_steps` \u3092\u8981\u9818\u306e\u5b9a\u3081\u3068\u5206\u3051\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u8981\u9818\u306f\u5e02\u5168\u4f53\u306e\u5b9a\u3081\u3067\u3001\u7de0\u3081\u306e\u65e5\u3084\u70b9\u691c\u306e\u624b\u9806\u306f\u5b66\u6821\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002**\u540c\u3058\u6b04\u306b\u6df7\u305c\u308b\u3068\u3001\u96a3\u306e\u5b66\u6821\u306e\u7de0\u3081\u306e\u65e5\u304c\u81ea\u5206\u306e\u5b66\u6821\u306e\u5b9a\u3081\u306b\u898b\u3048\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`pii_blocked` \u3067\u6b62\u3081\u305f\u8cea\u554f\u3092\u6570\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u6b62\u307e\u3063\u305f\u8cea\u554f\u306e\u6570\u304c\u591a\u3044\u5b66\u6821\u306f\u3001**\u6559\u54e1\u304c\u5150\u7ae5\u751f\u5f92\u306e\u540d\u524d\u3067\u805e\u304f\u7fd2\u6163\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002** \u6821\u5185\u306e\u7814\u4fee\u3067\u4f7f\u3044\u65b9\u3092\u4f1d\u3048\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`not_found` \u3068 `conflicts` \u3067\u56de\u3057\u5148\u3092\u6a5f\u68b0\u7684\u306b\u6c7a\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u3069\u3061\u3089\u304b\u304c\u7acb\u3066\u3070\u3001**\u753b\u9762\u306f\u6559\u52d9\u4e3b\u4efb\u3078\u306e\u78ba\u8a8d\u306e\u30dc\u30bf\u30f3\u3060\u3051\u3092\u51fa\u3057\u3001** \u8cea\u554f\u3092\u305d\u306e\u5b66\u6821\u306e\u6559\u52d9\u4e3b\u4efb\u306e\u5f85\u3061\u884c\u5217\u3078\u8f09\u305b\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u6821\u52d9\u7528\u306e\u7aef\u672b\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762 | \u6559\u54e1\u5411\u3051\u306e\u753b\u9762 | \u533a\u5206\u306e\u9078\u629e\u3001\u8cea\u554f\u3001\u5b9a\u3081\u3068\u6839\u62e0\u306e\u8868\u793a |\n| \u6559\u8077\u54e1\u306e ID | \u30ed\u30b0\u30a4\u30f3 | \u6559\u54e1\u3068\u6240\u5c5e\u6821\u3092\u7279\u5b9a\u3059\u308b |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u5b66\u6821\u7a2e\u30fb\u5e74\u5ea6\u30fb\u6240\u5c5e\u6821\u3067\u7d5e\u3063\u3066\u7b54\u3048\u3092\u8fd4\u3059 |\n| \u6559\u52d9\u4e3b\u4efb\u306e\u5f85\u3061\u884c\u5217 | \u66f8\u304d\u8fbc\u307f | \u5b9a\u3081\u304c\u7121\u3044\u30fb\u98df\u3044\u9055\u3046\u30fb\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u8cea\u554f\u3092\u8f09\u305b\u308b |\n| \u5b66\u6821\u6559\u80b2\u8ab2\u3078\u306e\u7167\u4f1a\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u6559\u52d9\u4e3b\u4efb\u304c\u307e\u3068\u3081\u305f\u8cea\u554f\u3092\u8f09\u305b\u308b |\n| \u8cea\u554f\u306e\u8a18\u9332 | \u66f8\u304d\u8fbc\u307f | \u8cea\u554f\u30fb\u7b54\u3048\u30fb\u6839\u62e0\u30fb\u8a55\u4fa1\u3092\u6b8b\u3059 |\n\n**\u6821\u52d9\u652f\u63f4\u306e\u4ed5\u7d44\u307f\u306b\u306f\u3001\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u6210\u7e3e\u30fb\u51fa\u6b20\u30fb\u6307\u5c0e\u8981\u9332\u306e\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u306b\u6e21\u3059\u7d4c\u8def\u3092\u4f5c\u3089\u305a\u3001**\u753b\u9762\u306e\u7b54\u3048\u304b\u3089\u8a18\u9332\u304c\u66f8\u304d\u63db\u308f\u308b\u7d4c\u8def\u3082\u4f5c\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u6271\u3046\u306e\u306f\u3001\u5b9a\u3081\u306e\u6587\u66f8\u3060\u3051\u3067\u3059\u3002\n\n**\u5b66\u6821\u6559\u80b2\u8ab2\u304c\u7167\u4f1a\u306b\u7b54\u3048\u305f\u3089\u3001\u8981\u9818\u306eQ&A\u306b\u8db3\u3057\u3066\u53d6\u308a\u8fbc\u3080\u3068\u3053\u308d\u307e\u3067\u30921\u4ef6\u306e\u5b8c\u4e86\u3068\u3057\u307e\u3059\u3002** 12\u6821\u306e\u6559\u52d9\u4e3b\u4efb\u304b\u3089\u540c\u3058\u8cea\u554f\u304c\u6765\u3066\u3044\u308c\u3070\u3001**1\u56de\u306e\u7b54\u3048\u306712\u6821\u5206\u306e\u8cea\u554f\u304c\u6e1b\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u6559\u54e1\u3078\u306e\u7b54\u3048\u3092\u3001\u6559\u52d9\u4e3b\u4efb\u304c1\u4ef6\u305a\u3064\u78ba\u304b\u3081\u308b\u904b\u7528\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u7b54\u3048\u306f\u8981\u9818\u3068\u624b\u5f15\u304d\u306b\u66f8\u3044\u3066\u3042\u308b\u3053\u3068\u3060\u3051\u3067\u3001**\u66f8\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3068\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u306f\u6700\u521d\u304b\u3089\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u308b**\u304b\u3089\u3067\u3059\u3002\u4eba\u304c\u898b\u308b\u306e\u306f\u6b21\u306e\u3082\u306e\u3067\u3059\u3002\n\n1. **\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b** \u2026 `not_found` \u3068 `conflicts`\u3001\u500b\u5225\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\n2. **\u300c\u89e3\u6c7a\u3057\u306a\u304b\u3063\u305f\u300d\u3068\u62bc\u3055\u308c\u305f\u7b54\u3048\u3092\u8aad\u3080** \u2026 \u6839\u62e0\u306e\u5e74\u5ea6\u3068\u5b66\u6821\u7a2e\u304c\u5408\u3063\u3066\u3044\u305f\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **\u5b66\u671f\u672b\u306e\u524d\u306b\u3001\u7b54\u3048\u305f\u8cea\u554f\u304b\u308920\u4ef6\u3092\u629c\u3044\u3066\u8aad\u3080** \u2026 \u524d\u5e74\u5ea6\u306e\u7248\u3084\u4ed6\u306e\u5b66\u6821\u7a2e\u306e\u5b9a\u3081\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n4. **\u6307\u5c0e\u8981\u9332\u306e\u70b9\u691c\u306f\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u884c\u3046** \u2026 \u753b\u9762\u306e\u7b54\u3048\u306f\u3001\u70b9\u691c\u306e\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u305b\u3093\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6307\u5c0e\u8981\u9332\u306f\u6cd5\u4ee4\u306b\u57fa\u3065\u304f\u8868\u7c3f\u3067\u3001**\u4f5c\u6210\u306e\u8cac\u4efb\u306f\u6821\u9577\u306b\u3042\u308a\u307e\u3059\u3002** \u753b\u9762\u3067\u5b9a\u3081\u3092\u78ba\u304b\u3081\u305f\u6559\u54e1\u306e\u8a18\u5165\u3082\u3001\u6559\u52d9\u4e3b\u4efb\u3068\u6821\u9577\u304c\u70b9\u691c\u3057\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001150\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u5927\u534a\u306f\u753b\u9762\u3067\u7d42\u308f\u308a\u3001\u6559\u52d9\u4e3b\u4efb\u306b\u56de\u308b\u3082\u306e\u3078\u306e\u56de\u7b54\u3001\u629c\u304d\u53d6\u308a\u306e\u78ba\u8a8d\u3001\u5b66\u6821\u6559\u80b2\u8ab2\u3078\u306e\u7167\u4f1a\u306e\u307e\u3068\u3081\u306b\u6642\u9593\u3092\u4f7f\u3046\u60f3\u5b9a\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8981\u9818\u3068\u624b\u5f15\u304d\u306b\u5b9a\u3081\u304c\u7121\u3044 | `not_found`\u3002\u6559\u52d9\u4e3b\u4efb\u306e\u5f85\u3061\u884c\u5217\u3078 |\n| \u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u4f4e\u304f\u7b54\u3048\u304c\u843d\u3061\u305f | `LOW_GROUNDED_CONTENT`\u3002\u53d6\u308a\u8fbc\u307f\u6f0f\u308c\u3092\u7591\u3044\u3001\u5b66\u6821\u6559\u80b2\u8ab2\u3067\u78ba\u304b\u3081\u308b |\n| \u8981\u9818\u3068\u6821\u5185\u306e\u624b\u5f15\u304d\u304c\u98df\u3044\u9055\u3046 | `conflicts` \u306b\u4e26\u3079\u3066\u6559\u52d9\u4e3b\u4efb\u3078\u3002\u3069\u3061\u3089\u304c\u512a\u5148\u304b\u306f\u6c7a\u3081\u306a\u3044 |\n| \u8cea\u554f\u306b\u5150\u7ae5\u751f\u5f92\u306e\u6c0f\u540d\u3089\u3057\u3044\u8a9e\u304c\u3042\u308b | \u9001\u4fe1\u306e\u524d\u306b\u6b62\u3081\u3001\u8a00\u3044\u63db\u3048\u3092\u4fc3\u3059\u3002`blocked` |\n| \u4eca\u5e74\u5ea6\u306e\u8981\u9818\u304c\u307e\u3060\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044\uff08\u5e74\u5ea6\u306e\u521d\u3081\uff09 | \u7b54\u3048\u3092\u51fa\u3055\u305a\u3001\u53d6\u308a\u8fbc\u307f\u306e\u5b8c\u4e86\u3092\u753b\u9762\u306b\u51fa\u3059 |\n| \u5c0f\u4e2d\u4e00\u8cab\u6821\u3067\u5b66\u6821\u7a2e\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u753b\u9762\u3067\u5b66\u6821\u7a2e\u3092\u9078\u3070\u305b\u3066\u304b\u3089\u9001\u308b |\n| \u8cea\u554f\u304c\u6210\u7e3e\u30fb\u51fa\u6b20\u30fb\u8981\u9332\u3067\u306a\u3044\uff08\u670d\u52d9\u3001\u65c5\u8cbb\uff09 | `skipped`\u3002\u62c5\u5f53\u306e\u7a93\u53e3\u3092\u6848\u5185\u3059\u308b |\n| \u691c\u7d22\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u753b\u9762\u306b\u300c\u5f8c\u3067\u518d\u9001\u300d\u3092\u51fa\u3057\u3001\u8cea\u554f\u306e\u6587\u306f\u6d88\u3055\u305a\u306b\u6b8b\u3059 |\n\n**5\u884c\u76ee\u306f\u3001\u6bce\u5e74\u5ea6\u306e4\u6708\u306b\u5fc5\u305a\u8d77\u304d\u307e\u3059\u3002** \u65b0\u3057\u3044\u5e74\u5ea6\u306e\u8981\u9818\u304c\u914d\u3089\u308c\u308b\u524d\u306b\u3001\u524d\u5e74\u5ea6\u306e\u7248\u3067\u7b54\u3048\u308b\u3068\u3001**\u6539\u8a02\u3055\u308c\u305f\u7b87\u6240\u3060\u3051\u304c\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u5e74\u5ea6\u306e\u5207\u308a\u66ff\u3048\u306e\u65e5\u3092\u6c7a\u3081\u3001\u305d\u308c\u307e\u3067\u306f\u524d\u5e74\u5ea6\u306e\u7248\u3067\u7b54\u3048\u308b\u3068\u753b\u9762\u306b\u51fa\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u306e\u6587\uff08\u6b62\u3081\u305f\u8cea\u554f\u306f\u6b62\u3081\u305f\u7406\u7531\u3060\u3051\uff09\u3001\u6559\u54e1\u306e ID\u3001\u6240\u5c5e\u6821\u3001\u5b66\u6821\u7a2e\u3001\u5e74\u5ea6\u3001\u65e5\u6642\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u306e ID\n- \u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3068\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u51fa\u5178\u3068\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u542b\u3080\uff09\n- \u6574\u3048\u305f\u7b54\u3048\uff08`rules`\u3001`not_found`\u3001`conflicts`\uff09\n- **\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u8981\u9818\u306e\u5e74\u5ea6\u3068\u7248**\n- \u6559\u54e1\u306e\u8a55\u4fa1\u3068\u3001\u6559\u52d9\u4e3b\u4efb\u30fb\u5b66\u6821\u6559\u80b2\u8ab2\u306e\u56de\u7b54\u3001\u8981\u9818\u306eQ&A\u306b\u8db3\u3057\u305f\u6587\n\n**1\u3064\u76ee\u3067\u6b62\u3081\u305f\u8cea\u554f\u306e\u6587\u3092\u6b8b\u3055\u306a\u3044\u306e\u306f\u3001\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002** \u8a18\u9332\u306b\u306f**\u6b62\u3081\u305f\u3053\u3068\u3068\u7406\u7531\u3060\u3051**\u3092\u6b8b\u3057\u3001\u6587\u306f\u6d88\u3057\u307e\u3059\u3002\n\n**4\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u6307\u5c0e\u8981\u9332\u306e\u8a18\u5165\u304c\u5f8c\u304b\u3089\u554f\u308f\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u6307\u5c0e\u8981\u9332\u306f\u5b66\u7c4d\u306e\u8a18\u9332\u304c20\u5e74\u9593\u6b8b\u308b\u8868\u7c3f\u3067\u3001**\u8a18\u5165\u3057\u305f\u5e74\u5ea6\u306e\u8981\u9818\u3067\u4f55\u3092\u793a\u3057\u305f\u304b\u3092\u3001\u8a18\u9332\u304b\u3089\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002** \u8981\u9818\u3092\u6539\u8a02\u3059\u308b\u3068\u304d\u3082\u3001\u524d\u5e74\u5ea6\u306b\u3069\u306e\u8cea\u554f\u304c\u591a\u304b\u3063\u305f\u304b\u3092\u8a18\u9332\u304b\u3089\u6570\u3048\u308c\u3070\u3001**\u66f8\u304d\u8db3\u3059\u3079\u304d\u7b87\u6240\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**","minimal_setup":"1. \u4eca\u5e74\u5ea6\u306e\u6307\u5c0e\u8981\u9332\u306e\u8a18\u5165\u8981\u9818\u30fb\u6210\u7e3e\u51e6\u7406\u306e\u8981\u9818\u30fb\u51fa\u6b20\u306e\u53d6\u6271\u3044\u30011\u6821\u5206\u306e\u6821\u5185\u306e\u624b\u5f15\u304d\u3092\u96c6\u3081\u308b\uff08**\u8a18\u5165\u4f8b\u306b\u5b9f\u5728\u306e\u5150\u7ae5\u751f\u5f92\u306e\u8a18\u8f09\u304c\u7121\u3044\u304b\u3092\u5148\u306b\u898b\u308b**\uff09\n2. \u904e\u53bb3\u304b\u6708\u306b\u6559\u52d9\u4e3b\u4efb\u304c\u53d7\u3051\u305f\u8cea\u554f\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001\u5f53\u6642\u306e\u7b54\u3048\u3092\u66f8\u304d\u51fa\u3059\uff08**\u8cea\u554f\u306e\u6587\u304b\u3089\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u3092\u6d88\u3057\u3066\u304b\u3089\u4f7f\u3046**\uff09\n3. \u6587\u66f8\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b\n4. \u300c\u3053\u306e\u5e02\u306e\u4e2d\u5b66\u6821\u306e\u3001\u4eca\u5e74\u5ea6\u306e\u8981\u9818\u3068\u624b\u5f15\u304d\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u6839\u62e0\u306e\u7b87\u6240\u4ed8\u304d\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u6240\u898b\u306e\u6587\u306f\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5b9a\u3081\u304c\u7121\u3051\u308c\u3070\u7121\u3044\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u7b54\u3048\u3092\u3001\u5f53\u6642\u306e\u7b54\u3048\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**30\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u8981\u9818\u3068\u624b\u5f15\u304d\u3060\u3051\u3067\u7b54\u3048\u304c\u6c7a\u307e\u308b\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u7b54\u3048\u3068\u540c\u3058\u5b9a\u3081\u3068\u6839\u62e0\u304c\u51fa\u305f | **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3068\u7d5e\u308a\u8fbc\u307f\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u4e00\u822c\u7684\u306a\u66f8\u304d\u65b9\u3067\u88dc\u3063\u305f\u3001\u6240\u898b\u306e\u4f8b\u6587\u3092\u4f5c\u3063\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5f53\u6642\u306e\u7b54\u3048\u304c\u5b66\u6821\u6559\u80b2\u8ab2\u3078\u306e\u96fb\u8a71\u3067\u6c7a\u307e\u3063\u305f\u3082\u306e\u3060\u3063\u305f | **\u8981\u9818\u306eQ&A\u3092\u4f5c\u308b\u306e\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u6559\u52d9\u4e3b\u4efb\u306b\u8cea\u554f\u304c\u96c6\u307e\u3063\u3066\u3044\u305f\u7406\u7531\u304c1\u3064\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"\u8981\u9818\u3068\u624b\u5f15\u304d\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3001\u6559\u52d9\u4e3b\u4efb\u304c\u8cea\u554f\u3059\u308b \uff0f \u6559\u52d9\u4e3b\u4efb\u304c\u8981\u9818\u3092\u63a2\u3059\u6642\u9593","semi_auto_setup":"\u4e0a\u8a18\uff0b\u6587\u66f8\u3092\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u5165\u308c\u3001\u5b66\u6821\u7a2e\u3068\u5e74\u5ea6\u3067\u7d5e\u3063\u3066\u6559\u52d9\u4e3b\u4efb\u304c\u691c\u7d22\u3059\u308b \uff0f \u7d5e\u3063\u305f\u691c\u7d22\u3068\u51fa\u5178\u306e\u8868\u793a","full_setup":"\u4e0a\u8a18\uff0b\u6559\u54e1\u304c\u76f4\u63a5\u8cea\u554f\u3057\u3001\u6240\u5c5e\u6821\u304b\u3089\u5b66\u6821\u7a2e\u3092\u5f15\u304d\u3001\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u3092\u6b62\u3081\u3001\u6559\u52d9\u4e3b\u4efb\u306e\u5f85\u3061\u884c\u5217\u3068\u8a18\u9332\u306b\u3064\u306a\u3050 \uff0f \u56de\u7b54\u30fb\u7248\u306e\u78ba\u8a8d\u30fb\u56de\u3057\u5148\u306e\u632f\u308a\u5206\u3051\u306e\u5168\u4f53","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001\u6559\u54e1\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u6559\u52d9\u4e3b\u4efb\u304c\u81ea\u5206\u306e\u8abf\u3079\u3082\u306e\u306b\u4f7f\u3046\u6bb5\u968e\u3067\u3001**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef620\u5206\u304c12\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u63a2\u3059\u6642\u9593\u306f\u6e1b\u308a\u307e\u3059\u304c\u3001\u8cea\u554f\u3092\u53d7\u3051\u3066\u7b54\u3048\u3092\u8fd4\u3059\u5f80\u5fa9\u3068\u3001\u5b66\u6821\u6559\u80b2\u8ab2\u3078\u306e\u500b\u5225\u306e\u96fb\u8a71\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30676\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u6559\u54e1\u3068\u753b\u9762\u306e\u9593\u3067\u8cea\u554f\u304c\u7d42\u308f\u308b\u304b\u3001\u6559\u52d9\u4e3b\u4efb\u3092\u901a\u308b\u304b**\u306e\u9055\u3044\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u3092\u6559\u52d9\u4e3b\u4efb\u304c1\u304b\u6708\u4f7f\u3046\u3068\u3001**\u8981\u9818\u306eQ&A\u306b\u5165\u308c\u308b\u3079\u304d\u8cea\u554f\u3068\u3001\u5b66\u6821\u7a2e\u3054\u3068\u306b\u5206\u304b\u308c\u3066\u3044\u306a\u3044\u8981\u9818**\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u524d\u5e74\u5ea6\u306e\u8981\u9818\u3067\u7b54\u3048\u308b | **\u5e74\u5ea6\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u6301\u3061\u3001\u4eca\u5e74\u5ea6\u3067\u7d5e\u308b\u3002** \u5e74\u5ea6\u306e\u5207\u308a\u66ff\u3048\u306e\u65e5\u3092\u6c7a\u3081\u308b |\n| \u5c0f\u5b66\u6821\u306e\u8981\u9818\u3067\u4e2d\u5b66\u6821\u306e\u6559\u54e1\u306b\u7b54\u3048\u308b | \u6240\u5c5e\u6821\u304b\u3089\u5b66\u6821\u7a2e\u3092\u5f15\u304d\u3001\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306b\u5fc5\u305a\u5165\u308c\u308b |\n| \u4e00\u822c\u7684\u306a\u6307\u5c0e\u8981\u9332\u306e\u66f8\u304d\u65b9\u3067\u88dc\u3046 | \u6307\u793a\u3067\u7981\u3058\u3001\u5b9a\u3081\u304c\u7121\u3051\u308c\u3070\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u3059 |\n| \u6240\u898b\u306e\u4f8b\u6587\u3092\u4f5c\u308b | \u6307\u793a\u3067\u7981\u3058\u3001\u8981\u9818\u306e\u8a18\u5165\u4f8b\u3060\u3051\u3092\u793a\u3059 |\n| \u8cea\u554f\u306b\u5150\u7ae5\u751f\u5f92\u306e\u540d\u524d\u304c\u5165\u308b | \u9001\u4fe1\u306e\u524d\u306b\u753b\u9762\u3068\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u6b62\u3081\u308b |\n| \u624b\u5f15\u304d\u306b\u5b9f\u969b\u306e\u6240\u898b\u306e\u6587\u304c\u8cbc\u3063\u3066\u3042\u308b | \u53d6\u308a\u8fbc\u3080\u524d\u306b1\u518a\u305a\u3064\u898b\u3066\u3001\u67b6\u7a7a\u306e\u8a18\u8f09\u306b\u66ff\u3048\u308b |\n| \u96a3\u306e\u5b66\u6821\u306e\u7de0\u3081\u306e\u65e5\u3067\u7b54\u3048\u308b | \u6821\u5185\u306e\u624b\u5f15\u304d\u306b\u5b66\u6821\u306e\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u3001\u6240\u5c5e\u6821\u3067\u7d5e\u308b |\n| \u300c\u65e5\u6570\u306b\u542b\u3081\u306a\u3044\u300d\u304c\u4f55\u306e\u8a71\u304b\u5206\u304b\u3089\u306a\u3044 | `includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3059\u308b\u3002**\u4f5c\u6210\u5f8c\u306f\u5909\u3048\u3089\u308c\u306a\u3044** |\n| \u4e8b\u52d9\u306e\u8077\u54e1\u306e ID \u3067\u8981\u9818\u304c\u5f15\u304b\u308c\u308b | \u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3067\u6559\u54e1\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u8aad\u307f\u624b\u306b\u3059\u308b\u3002**\u4f5c\u6210\u6642\u306b\u9078\u3076** |\n| \u5b66\u6821\u6559\u80b2\u8ab2\u3078\u306e\u7167\u4f1a\u304c\u6e1b\u3089\u306a\u3044 | \u7b54\u3048\u305f\u7167\u4f1a\u3092\u8981\u9818\u306eQ&A\u306b\u8db3\u3057\u3001\u53d6\u308a\u8fbc\u3080\u307e\u3067\u30921\u4ef6\u306e\u5b8c\u4e86\u3068\u3059\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u300c\u3053\u306e\u5e02\u306e\u3001\u3053\u306e\u5b66\u6821\u7a2e\u306e\u3001\u4eca\u5e74\u5ea6\u306e\u5b9a\u3081\u300d\u3092\u5916\u3059\u5931\u6557\u3067\u3001**\u7b54\u3048\u306e\u6587\u306f\u6b63\u3057\u304f\u898b\u3048\u307e\u3059\u3002** \u5e74\u5ea6\u3068\u5b66\u6821\u7a2e\u3092\u3001\u6587\u306e\u8aad\u307f\u65b9\u3067\u306f\u306a\u304f**\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u6240\u5c5e\u6821\u3067\u5b88\u3063\u3066\u3044\u308b\u304b**\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**5\u884c\u76ee\u30686\u884c\u76ee\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u524d\u63d0\u3092\u5b88\u308b\u884c\u3067\u3059\u3002** \u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u304c\u8cea\u554f\u3068\u6587\u66f8\u306e\u3069\u3061\u3089\u304b\u3089\u3082\u5165\u3089\u306a\u3044\u3053\u3068\u3092\u3001**\u753b\u9762\u3068\u53d6\u308a\u8fbc\u307f\u306e\u4e21\u65b9\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u8981\u9818\u3001\u8981\u9818\u306eQ&A\u3001\u5404\u6821\u306e\u624b\u5f15\u304d\u3001\u6559\u54e1\u306e ID \u3068\u6240\u5c5e\u6821\u3067\u3059\u3002**\u5150\u7ae5\u751f\u5f92\u306e\u6c0f\u540d\u30fb\u6210\u7e3e\u30fb\u51fa\u6b20\u30fb\u6307\u5c0e\u8981\u9332\u306f\u6271\u3044\u307e\u305b\u3093\u3002**\n\n1. **\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u3092\u3001\u6587\u66f8\u3068\u8cea\u554f\u306e\u3069\u3061\u3089\u304b\u3089\u3082\u5165\u308c\u306a\u3044** \u2026 \u53d6\u308a\u8fbc\u3080\u524d\u306b\u624b\u5f15\u304d\u306e\u8a18\u8f09\u3092\u898b\u3066\u3001**\u8cea\u554f\u306f\u9001\u4fe1\u306e\u524d\u306b\u6b62\u3081\u307e\u3059\u3002** \u6821\u52d9\u652f\u63f4\u306e\u4ed5\u7d44\u307f\u306b\u306f\u3064\u306a\u304e\u307e\u305b\u3093\n2. **\u6559\u54e1\u3060\u3051\u304c\u4f7f\u3046** \u2026 \u56de\u7b54\u306e\u751f\u6210\u306b Gemini \u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u307e\u3059\u3002**\u753b\u9762\u306f\u6559\u8077\u54e1\u306e ID \u3067\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u6559\u54e1\u306b\u9650\u308a\u3001\u5150\u7ae5\u751f\u5f92\u304c\u4f7f\u3046\u7aef\u672b\u3084\u5b66\u7fd2\u7528\u306e\u753b\u9762\u306b\u306f\u7f6e\u304d\u307e\u305b\u3093**\n3. **\u3053\u306e\u69cb\u6210\u306f\u5150\u7ae5\u751f\u5f92\u306e\u6271\u3044\u3092\u6c7a\u3081\u307e\u305b\u3093** \u2026 \u6b20\u5e2d\u3092\u3069\u3046\u6570\u3048\u308b\u304b\u3001\u8a55\u5b9a\u3092\u3069\u3046\u4ed8\u3051\u308b\u304b\u306f\u3001**\u62c5\u4efb\u30fb\u6559\u52d9\u4e3b\u4efb\u30fb\u6821\u9577\u304c\u4e8b\u5b9f\u3092\u898b\u3066\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u306e\u7b54\u3048\u306f\u3001\u8981\u9818\u306e\u3069\u3053\u3092\u8aad\u3080\u304b\u3092\u793a\u3059\u3082\u306e\u3067\u3059\n4. **\u6307\u5c0e\u8981\u9332\u306e\u4f5c\u6210\u306e\u8cac\u4efb\u306f\u6821\u9577\u306b\u3042\u308b** \u2026 \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247\u7b2c24\u6761\u306e\u3068\u304a\u308a\u3001**\u6307\u5c0e\u8981\u9332\u3092\u4f5c\u6210\u3059\u308b\u306e\u306f\u6821\u9577\u3067\u3059\u3002** \u70b9\u691c\u306e\u624b\u9806\u306f\u3001\u3053\u306e\u69cb\u6210\u3092\u5165\u308c\u3066\u3082\u5909\u3048\u307e\u305b\u3093\n5. **\u8a18\u9332\u306e\u95b2\u89a7\u3092\u9650\u308b** \u2026 \u8cea\u554f\u306e\u8a18\u9332\u306f\u3001\u6559\u52d9\u4e3b\u4efb\u3068\u5b66\u6821\u6559\u80b2\u8ab2\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u6b62\u3081\u305f\u8cea\u554f\u306e\u6587\u306f\u6b8b\u3057\u307e\u305b\u3093**\n6. **\u524d\u5e74\u5ea6\u306e\u7248\u3092\u6d88\u3055\u306a\u3044** \u2026 \u6307\u5c0e\u8981\u9332\u306e\u8a18\u5165\u306f\u5f8c\u304b\u3089\u554f\u308f\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u524d\u5e74\u5ea6\u306e\u8981\u9818\u306f\u5e74\u5ea6\u3092\u4ed8\u3051\u3066\u6b8b\u3057\u3001** \u691c\u7d22\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059\u3060\u3051\u306b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u66f8\u304d\u65b9\u3067\u6307\u5c0e\u8981\u9332\u3092\u8a18\u5165\u3059\u308b\u3053\u3068\u3068\u3001\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u304c\u691c\u7d22\u306b\u5165\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u70b9\u691c\u3067\u623b\u308b\u5f80\u5fa9\u3068\u300120\u5e74\u6b8b\u308b\u8a18\u9332\u306e\u8aa4\u308a\u306b\u3001\u5f8c\u8005\u306f\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u306e\u4e8b\u6545\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u5e74\u5ea6\u3068\u5b66\u6821\u7a2e\u306e\u7d5e\u308a\u8fbc\u307f\u3068\u3001\u9001\u4fe1\u524d\u306b\u6b62\u3081\u308b\u8a2d\u8a08\u306e\u5074\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u5e02\u533a\u753a\u6751\u306e\u6559\u80b2\u59d4\u54e1\u4f1a\u304c\u6307\u5c0e\u8981\u9332\u306e\u69d8\u5f0f\u3068\u8a18\u5165\u8981\u9818\u3001\u6210\u7e3e\u51e6\u7406\u3068\u51fa\u6b20\u306e\u53d6\u6271\u3044\u3092\u5b9a\u3081\u3001\u57df\u5185\u306e\u5c0f\u5b66\u6821\u30fb\u4e2d\u5b66\u6821\u304c\u305d\u308c\u306b\u5f93\u3063\u3066\u3044\u308b\u81ea\u6cbb\u4f53\u3002\u521d\u4efb\u3084\u4ed6\u306e\u81ea\u6cbb\u4f53\u304b\u3089\u7570\u52d5\u3057\u3066\u304d\u305f\u6559\u54e1\u304c\u591a\u304f\u3001\u6559\u52d9\u4e3b\u4efb\u306b\u540c\u3058\u8cea\u554f\u304c\u96c6\u307e\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u8981\u9818\u306e\u6539\u8a02\u304c\u5e74\u5ea6\u3054\u3068\u306b\u3042\u308a\u3001\u3069\u306e\u5e74\u5ea6\u306e\u7248\u304c\u4eca\u306e\u7248\u304b\u3092\u6559\u54e1\u304c\u78ba\u304b\u3081\u306b\u304f\u3044\u5834\u5408\u3002","not_recommended_for":"\u5b66\u6821\u304c1\u6821\u3060\u3051\u3067\u3001\u6559\u52d9\u4e3b\u4efb\u304c\u5168\u6559\u54e1\u306e\u8cea\u554f\u306b\u53e3\u982d\u3067\u7b54\u3048\u3089\u308c\u308b\u5834\u5408\u3002\u8981\u9818\u3068\u6821\u5185\u306e\u624b\u5f15\u304d\u304c\u7d19\u306e\u518a\u5b50\u3060\u3051\u3067\u3001\u5e74\u5ea6\u3054\u3068\u306e\u7248\u3092\u96fb\u5b50\u3067\u96c6\u3081\u3089\u308c\u306a\u3044\u5834\u5408\uff08\u5148\u306b\u7248\u3092\u305d\u308d\u3048\u308b\u306e\u304c\u5148\u3067\u3059\uff09\u3002\u500b\u5225\u306e\u5150\u7ae5\u751f\u5f92\u306e\u8a55\u5b9a\u3084\u51fa\u6b20\u306e\u6271\u3044\u306e\u5224\u65ad\u307e\u3067AI\u306b\u4efb\u305b\u305f\u3044\u5834\u5408\u3001\u5150\u7ae5\u751f\u5f92\u306e\u6c0f\u540d\u3084\u6210\u7e3e\u3092\u5165\u308c\u3066\u8cea\u554f\u3057\u305f\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306f\u5b9a\u3081\u3092\u793a\u3059\u3060\u3051\u3067\u3001\u5224\u65ad\u306f\u6821\u9577\u3068\u6559\u52d9\u4e3b\u4efb\u304c\u884c\u3044\u3001\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u306f\u6271\u3044\u307e\u305b\u3093\uff09\u3002","first_step":"**1\u9031\u76ee\uff1a\u8981\u9818\u3092\u5e74\u5ea6\u3068\u5b66\u6821\u7a2e\u3067\u5206\u3051\u308b**\n\n\u4eca\u5e74\u5ea6\u306e\u6307\u5c0e\u8981\u9332\u306e\u8a18\u5165\u8981\u9818\u30fb\u6210\u7e3e\u51e6\u7406\u306e\u8981\u9818\u30fb\u51fa\u6b20\u306e\u53d6\u6271\u3044\u3092\u96c6\u3081\u3001**\u5b66\u6821\u7a2e\u3054\u3068\u306b\u5206\u3051\u3001\u5e74\u5ea6\u3092\u4ed8\u3051\u307e\u3059\u3002** \u7f6e\u304d\u5834\u306b\u6b8b\u3063\u3066\u3044\u308b\u524d\u5e74\u5ea6\u306e\u7248\u3082\u5e74\u5ea6\u3092\u4ed8\u3051\u3066\u5206\u3051\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n1\u6821\u306e\u6559\u52d9\u4e3b\u4efb\u304c\u53d7\u3051\u305f\u8cea\u554f30\u4ef6\u3092\u3001\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u3092\u6d88\u3057\u3066\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u8a66\u3057\u307e\u3059\u3002**\u4e00\u822c\u7684\u306a\u66f8\u304d\u65b9\u3067\u88dc\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u6240\u898b\u306e\u4f8b\u6587\u3092\u4f5c\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u8981\u9818\u306eQ&A\u3092\u4f5c\u308b**\n\n\u5b66\u6821\u6559\u80b2\u8ab2\u304c\u3053\u308c\u307e\u3067\u306b\u96fb\u8a71\u3067\u7b54\u3048\u305f\u8cea\u554f\u3092\u96c6\u3081\u3001**\u554f\u3044\u3068\u7b54\u3048\u3068\u6839\u62e0\u306e\u7b87\u6240\u306e\u5f62\u306b**\u307e\u3068\u3081\u307e\u3059\u300212\u6821\u306e\u624b\u5f15\u304d\u304b\u3089\u3001\u5b9f\u969b\u306e\u5150\u7ae5\u751f\u5f92\u306e\u8a18\u8f09\u3092\u6d88\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3068\u7d5e\u308a\u8fbc\u307f\u3092\u3064\u306a\u3050**\n\n\u5206\u5272\u30fb\u898b\u51fa\u3057\u3068\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306e\u8a2d\u5b9a\u3092\u6c7a\u3081\u3066\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u8981\u9818\u3068Q&A\u3068\u624b\u5f15\u304d\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u5b66\u6821\u7a2e\u30fb\u5e74\u5ea6\u30fb\u6240\u5c5e\u6821\u306e\u7d5e\u308a\u8fbc\u307f\u3068\u3001\u5150\u7ae5\u751f\u5f92\u306e\u60c5\u5831\u306e\u6b62\u3081\u3092\u5165\u308c\u3001**\u6559\u52d9\u4e3b\u4efb\u3060\u3051\u304c\u4f7f\u3046\u5f62\u3067**\u5b9a\u3081\u3068\u6839\u62e0\u3092\u753b\u9762\u306b\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** 12\u6821\u306e\u6559\u52d9\u4e3b\u4efb\u3067\u4f7f\u3044\u3001`not_found` \u3068\u6b62\u3081\u305f\u8cea\u554f\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 2\u6821\u306e\u6559\u54e1\u306b\u958b\u304d\u30011\u4ef620\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5b66\u6821\u6559\u80b2\u8ab2\u306e\u7b54\u3048\u304cQ&A\u306b\u8db3\u3055\u308c\u308b\u624b\u9806\u304c\u5b9a\u7740\u3057\u3001\u5b66\u671f\u672b\u306b\u6559\u52d9\u4e3b\u4efb\u3078\u540c\u3058\u8cea\u554f\u304c\u91cd\u306a\u3089\u306a\u304f\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0321","UC-0815","UC-0247","UC-0689"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"},{"id":5349,"slug":"kokoku-link-zokusei","title":"\u5e83\u544a\u306e\u30ea\u30f3\u30af\u306b\u4ed8\u3051\u308b\u6307\u5b9a\u3068\u306f\uff1f\uff5c\u691c\u7d22\u306e\u8a55\u4fa1\u3092\u5b88\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u304c\u691c\u7d22\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308b\u3053\u3068\u3002\u524d\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306e ID \u3067\u3084\u308a\u53d6\u308a\u3092\u7d9a\u3051\u3089\u308c\u308b\u3053\u3068\u3002`includeCitations`\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09\u3001`ignoreLowRelevantContent`\u3001`preamble`\u3001`searchSpec` \u306e `filter`\u3002`groundingSpec` \u306e `filteringLevel`\uff08`FILTERING_LEVEL_LOW`\uff0f`HIGH`\uff09\u3068\u4e3b\u5f35\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3001`answerSkippedReasons` \u306e `LOW_GROUNDED_CONTENT`\u3002\u56de\u7b54\u306e\u751f\u6210\u306e\u30e2\u30c7\u30eb\u306e\u6307\u5b9a\u306b Gemini \u306e\u30e2\u30c7\u30eb\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3053\u3068 | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-08 |\n| \u7d5e\u308a\u8fbc\u307f\u306e `ANY()`\u3001`AND`\uff0f`OR`\u3001\u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3001\u7d22\u5f15\u53ef\u80fd\u3067\u3082\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u306a\u3044\u9805\u76ee\u304c\u3042\u308b\u3053\u3068 | [Google Cloud: Filter search for structured or unstructured data](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-08 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u89e3\u6790\u304c PDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u306e\u914d\u7f6e\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u3002\u5206\u5272\u306e\u5927\u304d\u3055\u304c100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a500\uff09\u3001`includeAncestorHeadings` \u304c\u65e2\u5b9a\u3067\u7121\u52b9\u3001\u5206\u5272\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u306a\u3044\u3053\u3068 | [Google Cloud: Parse and chunk documents](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-08 |\n| \u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u304c\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u6642\u306b\u9078\u3076\u8a2d\u5b9a\u3067\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u5207\u308a\u66ff\u3048\u3089\u308c\u306a\u3044\u3053\u3068\u3002Cloud Storage \u306e\u6587\u66f8\u3067\u306f\u30e1\u30bf\u30c7\u30fc\u30bf\u306e `acl_info` \u306b\u8aad\u3081\u308b\u4eba\u3092\u66f8\u304f\u3053\u3068\u3002\u30b0\u30eb\u30fc\u30d7\u3084\u500b\u4eba\u304c1\u3064\u306e\u8aad\u307f\u624b\u3068\u3057\u3066\u6570\u3048\u3089\u308c\u308b\u3053\u3068 | [Google Cloud: Use data source access control](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/data-source-access-control) | 2026-10-08 |\n| \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247\u7b2c24\u6761\uff08\u6821\u9577\u306b\u3088\u308b\u6307\u5c0e\u8981\u9332\u306e\u4f5c\u6210\u3001\u8ee2\u5b66\u6642\u306e\u5199\u3057\u306e\u9001\u4ed8\uff09\u3001\u7b2c25\u6761\uff08\u51fa\u5e2d\u7c3f\u306e\u4f5c\u6210\uff09\u3001\u7b2c28\u6761\uff08\u8868\u7c3f\u306e\u7a2e\u985e\u3001\u6307\u5c0e\u8981\u9332\u3068\u305d\u306e\u5199\u3057\u306f5\u5e74\u9593\u30fb\u5b66\u7c4d\u306b\u95a2\u3059\u308b\u8a18\u9332\u306f20\u5e74\u9593\u306e\u4fdd\u5b58\uff09 | [e-Gov \u6cd5\u4ee4\u691c\u7d22 \u6cd5\u4ee4API: \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/322M40000080011) | 2026-10-08 |\n| \u5e73\u621031\u5e743\u670829\u65e5\u306e\u901a\u77e5\uff0830\u6587\u79d1\u521d\u7b2c1845\u53f7\uff09\u304c\u3001\u5404\u8a2d\u7f6e\u8005\u306b\u3088\u308b\u6307\u5c0e\u8981\u9332\u306e\u69d8\u5f0f\u306e\u6c7a\u5b9a\u306e\u53c2\u8003\u3068\u3057\u3066\u8a18\u8f09\u4e8b\u9805\u3068\u914d\u616e\u4e8b\u9805\u3092\u793a\u3057\u3066\u3044\u308b\u3053\u3068\u3002\u7dcf\u5408\u6240\u898b\u306e\u8a18\u8f09\u3092\u5fc5\u8981\u6700\u5c0f\u9650\u306b\u3068\u3069\u3081\u308b\u65b9\u5411\u3001\u6307\u5c0e\u8981\u9332\u306e\u4f5c\u6210\u30fb\u4fdd\u5b58\u30fb\u9001\u4ed8\u3092\u60c5\u5831\u901a\u4fe1\u6280\u8853\u3067\u884c\u3048\u308b\u3053\u3068 | [\u6587\u90e8\u79d1\u5b66\u7701: \u5c0f\u5b66\u6821\uff0c\u4e2d\u5b66\u6821\uff0c\u9ad8\u7b49\u5b66\u6821\u53ca\u3073\u7279\u5225\u652f\u63f4\u5b66\u6821\u7b49\u306b\u304a\u3051\u308b\u5150\u7ae5\u751f\u5f92\u306e\u5b66\u7fd2\u8a55\u4fa1\u53ca\u3073\u6307\u5c0e\u8981\u9332\u306e\u6539\u5584\u7b49\u306b\u3064\u3044\u3066\uff08\u901a\u77e5\uff09](https:\/\/www.mext.go.jp\/b_menu\/hakusho\/nc\/1415169.htm) | 2026-10-08 |\n\n**\u6307\u5c0e\u8981\u9332\u306e\u69d8\u5f0f\u3068\u8a18\u5165\u306e\u4ed5\u65b9\u3001\u6210\u7e3e\u51e6\u7406\u3068\u51fa\u6b20\u306e\u6271\u3044\u306f\u3001\u5404\u8a2d\u7f6e\u8005\u306e\u5b9a\u3081\u3068\u6821\u9577\u306e\u5224\u65ad\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Google Cloud\u3001e-Gov \u6cd5\u4ee4\u691c\u7d22\u3001\u6587\u90e8\u79d1\u5b66\u7701\u306e\u30da\u30fc\u30b8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[124],"uc_ai_service":[127,130,132],"uc_automation":[138],"uc_industry":[31,36],"uc_department":[45],"uc_task":[58,57],"uc_issue":[69,70,68],"uc_effect":[79,84,81],"uc_ai_function":[90],"class_list":["post-14945","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-gemini","uc_ai_service-azure-ai","uc_ai_service-vertex-ai","uc_ai_service-opensearch","uc_automation-python","uc_industry-education","uc_industry-government","uc_department-general-affairs","uc_task-inquiry-response","uc_task-information-search","uc_issue-many-inquiries","uc_issue-person-dependent","uc_issue-cannot-find-info","uc_effect-standardization","uc_effect-lower-training-cost","uc_effect-faster-search","uc_ai_function-rag"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14945","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14945\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=14945"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=14945"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=14945"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=14945"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=14945"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=14945"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=14945"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=14945"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=14945"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=14945"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}