{"id":14420,"date":"2026-10-06T15:10:08","date_gmt":"2026-10-06T06:10:08","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/consolidation-package-qa-chat\/"},"modified":"2026-10-06T15:10:08","modified_gmt":"2026-10-06T06:10:08","slug":"consolidation-package-qa-chat","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/consolidation-package-qa-chat\/","title":{"rendered":"\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304b\u3089\u6bce\u6708\u5c4a\u304f\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a18\u5165\u65b9\u6cd5\u306e\u8cea\u554f\u306b\u3001\u4f1a\u8a08\u65b9\u91dd\u66f8\u30fb\u8a18\u5165\u8981\u9818\u30fb\u904e\u53bb\u306e\u8cea\u7591\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u3001\u5224\u65ad\u306e\u8981\u308b\u3082\u306e\u3092\u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304c\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a18\u5165\u65b9\u6cd5\u3092\u30c1\u30e3\u30c3\u30c8\u3067\u805e\u304f\u3068\u3001\u30b7\u30fc\u30c8\u3068\u53d6\u5f15\u306e\u6761\u4ef6\u3092\u805e\u304d\u8fd4\u3057\u3066\u7279\u5b9a\u3057\u3001\u8a18\u5165\u8981\u9818\u30fb\u4f1a\u8a08\u65b9\u91dd\u66f8\u30fb\u904e\u53bb\u306e\u8cea\u7591\u304b\u3089\u51fa\u5178\u4ed8\u304d\u3067\u7b54\u3048\u307e\u3059\u3002\u4f1a\u8a08\u51e6\u7406\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u306f\u89aa\u4f1a\u793e\u306e\u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0521","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-06","tech_verified_date":"2026-10-06","trigger":"**\u8d77\u70b9\u306f\u3001\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304c\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u306f\u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306b\u7f6e\u304d\u3001\u30b0\u30eb\u30fc\u30d7\u306e ID \u3067\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u62c5\u5f53\u3060\u3051\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u62c5\u5f53\u306e\u4f1a\u793e\u30b3\u30fc\u30c9\u304c\u3001\u7d5e\u308a\u8fbc\u307f\u3068\u95b2\u89a7\u306e\u7bc4\u56f2\u306e\u5224\u5b9a\u306b\u305d\u306e\u307e\u307e\u4f7f\u308f\u308c\u307e\u3059\u3002**\n\n**\u5831\u544a\u306e\u6708\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u3092\u958b\u3044\u305f\u6642\u70b9\u306e\u7de0\u3081\u306e\u6708\u3092\u65e2\u5b9a\u306b\u3057\u3001\u9078\u3073\u76f4\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u524d\u306e\u6708\u306e\u6570\u5024\u3092\u76f4\u3057\u3066\u3044\u308b\u62c5\u5f53\u306f\u3001\u524d\u306e\u6708\u3092\u9078\u3073\u307e\u3059\u3002**\u5831\u544a\u306e\u6708\u304c\u3001\u3069\u306e\u7248\u306e\u8981\u9818\u3067\u7b54\u3048\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\n\n**1\u3064\u306e\u8cea\u554f\u306f\u30011\u3064\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u6700\u5f8c\u307e\u3067\u7d9a\u3051\u307e\u3059\u3002** \u78ba\u8a8d\u9805\u76ee\u3092\u805e\u304d\u8fd4\u3059\u3084\u308a\u53d6\u308a\u3068\u3001\u7b54\u3048\u305f\u3042\u3068\u306e\u300c\u3067\u306f\u5916\u8ca8\u5efa\u3066\u306e\u5834\u5408\u306f\u300d\u306e\u3088\u3046\u306a\u7d9a\u3051\u3066\u306e\u8cea\u554f\u3092\u3001\u540c\u3058\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u3064\u306a\u304e\u307e\u3059\u3002**\u5225\u306e\u30b7\u30fc\u30c8\u306e\u8cea\u554f\u306f\u3001\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u59cb\u3081\u3066\u3082\u3089\u3044\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u62c5\u5f53\u306e\u8cea\u554f\u306e\u6587\u3001\u9078\u3093\u3060\u78ba\u8a8d\u9805\u76ee\u306e\u5024 | \u30c1\u30e3\u30c3\u30c8 |\n| \u4f1a\u793e\u306e\u60c5\u5831 | \u4f1a\u793e\u30b3\u30fc\u30c9\u3001\u6c7a\u7b97\u65e5\u3001\u6a5f\u80fd\u901a\u8ca8\u3001\u65b9\u91dd\u306e\u4f8b\u5916\u306e\u6709\u7121 | \u30b0\u30eb\u30fc\u30d7\u306e\u4f1a\u793e\u306e\u4e00\u89a7 |\n| \u78ba\u8a8d\u9805\u76ee\u306e\u8868 | \u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u3054\u3068\u306b\u3001\u805e\u304f\u3079\u304d\u6761\u4ef6\u3068\u9078\u629e\u80a2\u3001**\u56de\u3059\u6761\u4ef6** | \u9023\u7d50\u30b0\u30eb\u30fc\u30d7\u304c\u4f5c\u308b\u8868 |\n| \u8a18\u5165\u8981\u9818 | \u30b7\u30fc\u30c8\u3054\u3068\u30fb\u6b04\u3054\u3068\u306e\u8a18\u5165\u306e\u65b9\u6cd5\u3001**\u9069\u7528\u958b\u59cb\u306e\u6708** | \u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306ePDF |\n| \u4f1a\u8a08\u65b9\u91dd\u66f8 | \u30b0\u30eb\u30fc\u30d7\u306e\u4f1a\u8a08\u65b9\u91dd\u3001\u5b50\u4f1a\u793e\u3054\u3068\u306e\u4f8b\u5916 | \u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306ePDF |\n| \u904e\u53bb\u306e\u8cea\u7591 | \u8cea\u554f\u3001\u56de\u7b54\u3001\u6839\u62e0\u306e\u30da\u30fc\u30b8\u3001\u65e5\u4ed8\u3001\u4f1a\u793e | \u9023\u7d50\u30b0\u30eb\u30fc\u30d7\u306e\u8cea\u7591\u306e\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u78ba\u8a8d\u9805\u76ee\u306e\u8868\u306e\u300c\u56de\u3059\u6761\u4ef6\u300d\u306e\u5217\u3067\u3059\u3002** \u300c\u53d6\u5f15\u306e\u7a2e\u985e\uff1a\u521d\u3081\u3066\u306e\u53d6\u5f15\u300d\u300c\u65b9\u91dd\uff1a\u89aa\u4f1a\u793e\u3068\u9055\u3046\u51e6\u7406\u3092\u3057\u3066\u3044\u308b\u300d\u300c\u91d1\u984d\uff1a\u4e00\u5b9a\u984d\u3092\u8d85\u3048\u308b\u300d\u306e\u3088\u3046\u306a\u5024\u304c\u9078\u3070\u308c\u305f\u3089\u3001**\u7b54\u3048\u3092\u4f5c\u3089\u305a\u306b\u56de\u3059\u3001\u3068\u3044\u3046\u898f\u5247\u3092\u3053\u306e\u5217\u306b\u66f8\u304d\u307e\u3059\u3002** \u3053\u3053\u304c\u7121\u3044\u3068\u3001\u5224\u65ad\u306e\u8981\u308b\u8cea\u554f\u304c\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u3089\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**\u4f1a\u793e\u306e\u60c5\u5831\u306e\u300c\u6c7a\u7b97\u65e5\u300d\u3082\u52b9\u304d\u307e\u3059\u3002** \u6c7a\u7b97\u65e5\u304c\u9023\u7d50\u6c7a\u7b97\u65e5\u3068\u9055\u3046\u5b50\u4f1a\u793e\u306f\u3001**\u4eee\u6c7a\u7b97\u3092\u884c\u3046\u306e\u304b\u3001\u5dee\u304c3\u304b\u6708\u3092\u8d85\u3048\u306a\u3044\u306e\u3067\u81ea\u793e\u306e\u6b63\u898f\u306e\u6c7a\u7b97\u3092\u57fa\u790e\u306b\u3059\u308b\u306e\u304b\u3067\u3001\u66f8\u304f\u6570\u5024\u306e\u671f\u9593\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u4f1a\u793e\u3054\u3068\u306b\u3069\u3061\u3089\u306e\u6271\u3044\u304b\u3092\u4e00\u89a7\u306b\u6301\u305f\u305b\u3001\u56de\u7b54\u306b\u6dfb\u3048\u307e\u3059\u3002","data_source":"**\u8981\u9818\u30fb\u65b9\u91dd\u66f8\u30fb\u8cea\u7591\u306f\u3001Cloud Storage \u306b\u7f6e\u3044\u3066\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u6587\u66f8\u3054\u3068\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3001\u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u3001\u6587\u66f8\u306e\u7a2e\u985e\uff08\u8981\u9818\uff0f\u65b9\u91dd\u66f8\uff0f\u8cea\u7591\uff09\u3001\u9069\u7528\u958b\u59cb\u306e\u6708\u3001\u9069\u7528\u7d42\u4e86\u306e\u6708\u3001\u5bfe\u8c61\uff08\u5168\u793e\u5171\u901a\uff0f\u7279\u5b9a\u306e\u4f1a\u793e\uff09\u3092\u6301\u305f\u305b\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u3001\u6587\u66f8\u306e\u7a2e\u985e | \u30e1\u30bf\u30c7\u30fc\u30bf | \u7d5e\u308a\u8fbc\u307f |\n| \u9069\u7528\u958b\u59cb\u30fb\u7d42\u4e86\u306e\u6708 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u5831\u544a\u306e\u6708\u306b\u52b9\u3044\u3066\u3044\u308b\u7248\u3060\u3051\u306b\u7d5e\u308b |\n| \u5bfe\u8c61\uff08\u5168\u793e\u5171\u901a\uff0f\u4f1a\u793e\u30b3\u30fc\u30c9\uff09 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u4ed6\u793e\u5411\u3051\u306e\u4f8b\u5916\u3092\u9664\u304f |\n| \u95b2\u89a7\u306e\u7bc4\u56f2 | `acl_info` | \u4f1a\u793e\u3054\u3068\u306e\u8cea\u7591\u3092\u305d\u306e\u4f1a\u793e\u3068\u9023\u7d50\u306e\u62c5\u5f53\u3060\u3051\u306b\u51fa\u3059 |\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u30b7\u30fc\u30c8\u3068\u7248\u3067\u66f8\u304d\u307e\u3059\u3002** \u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u3051\u3070\u3001`sheet: ANY(\"intercompany\") AND valid_from <= \"2026-09-30\" AND scope: ANY(\"all\", \"C014\")` \u306e\u3088\u3046\u306b\u66f8\u3051\u307e\u3059\u3002**\u6bd4\u3079\u308b\u5024\u306e\u5f62\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u691c\u7d22\u306e\u6587\u3067\u305d\u308d\u3048\u3001\u65e5\u4ed8\u3092ISO 8601\u306e\u5f62\u5f0f\u3067\u66f8\u3051\u3070\u3001\u5831\u544a\u306e\u6708\u3088\u308a\u5f8c\u306b\u9069\u7528\u3055\u308c\u308b\u7248\u3092\u9664\u3051\u307e\u3059\u3002** \u7d42\u4e86\u3057\u305f\u7248\u306f `valid_to` \u3067\u9664\u304d\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u8cea\u7591\u306b\u306f\u3001\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u307e\u3059\u3002** \u8cea\u7591\u306b\u306f\u5b50\u4f1a\u793e\u306e\u53d6\u5f15\u306e\u5185\u5bb9\u3068\u91d1\u984d\u304c\u66f8\u304b\u308c\u3066\u3044\u3066\u3001**\u4ed6\u306e\u5b50\u4f1a\u793e\u306b\u898b\u305b\u3066\u3088\u3044\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6587\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306e `acl_info` \u306b\u3001\u305d\u306e\u4f1a\u793e\u306e\u62c5\u5f53\u306e\u30b0\u30eb\u30fc\u30d7\u3068\u9023\u7d50\u306e\u62c5\u5f53\u306e\u30b0\u30eb\u30fc\u30d7\u306e `group_id` \u3092\u66f8\u304d\u307e\u3059\u3002**\u5168\u793e\u306b\u901a\u7528\u3059\u308b\u8cea\u7591\u306f\u3001\u4f1a\u793e\u540d\u3068\u91d1\u984d\u3092\u9664\u3044\u305f\u5171\u901a\u306e\u7248\u3092\u9023\u7d50\u306e\u62c5\u5f53\u304c\u4f5c\u308a\u3001\u5168\u54e1\u306b\u898b\u305b\u307e\u3059\u3002**","preprocessing":"1. **\u8981\u9818\u3092\u30b7\u30fc\u30c8\u306e\u5358\u4f4d\u3067\u5206\u3051\u308b** \u2026 1\u3064\u306ePDF\u306b\u5168\u30b7\u30fc\u30c8\u304c\u5165\u3063\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u30b7\u30fc\u30c8\u3054\u3068\u306b\u5206\u3051\u307e\u3059\n2. **\u53d6\u5f15\u304b\u3089\u30b7\u30fc\u30c8\u3092\u5f15\u304f\u7d22\u5f15\u3092\u4f5c\u308b** \u2026 \u300c\u89aa\u4f1a\u793e\u304b\u3089\u306e\u4ed5\u5165\u306e\u5728\u5eab\u6b8b\u2192\u5185\u90e8\u53d6\u5f15\u306e\u30b7\u30fc\u30c8\u306e\u5728\u5eab\u306e\u6b04\u300d\u306e\u3088\u3046\u306a\u5bfe\u5fdc\u3092\u8868\u306b\u3057\u3001\u8981\u9818\u3068\u4e00\u7dd2\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\n3. **\u7248\u306e\u9069\u7528\u958b\u59cb\u3068\u7d42\u4e86\u3092\u4ed8\u3051\u308b** \u2026 \u6539\u8a02\u306e\u305f\u3073\u306b\u3001\u65e7\u7248\u306b\u7d42\u4e86\u306e\u6708\u3092\u66f8\u304d\u307e\u3059\n4. **\u904e\u53bb\u306e\u8cea\u7591\u3092\u6574\u3048\u308b** \u2026 \u56de\u7b54\u306e\u6839\u62e0\u306e\u30da\u30fc\u30b8\u3092\u66f8\u304d\u6dfb\u3048\u3001\u4eca\u306e\u8981\u9818\u3067\u901a\u7528\u3057\u306a\u3044\u56de\u7b54\u306b\u306f\u7d42\u4e86\u306e\u6708\u3092\u4ed8\u3051\u307e\u3059\n5. **\u5171\u901a\u306e\u8cea\u7591\u3092\u4f5c\u308b** \u2026 \u8907\u6570\u306e\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\u8cea\u554f\u306f\u3001\u4f1a\u793e\u540d\u3068\u91d1\u984d\u3092\u9664\u3044\u3066\u5171\u901a\u306e\u7248\u306b\u3057\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\n7. **\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u308b** \u2026 \u4f1a\u793e\u3054\u3068\u306e\u8cea\u7591\u306b `acl_info` \u3092\u4ed8\u3051\u307e\u3059\n\n**2\u756a\u76ee\u306e\u7d22\u5f15\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08b\uff09\u306e\u3068\u304a\u308a\u3001\u5b50\u4f1a\u793e\u306e\u7591\u554f\u306f\u53d6\u5f15\u306e\u5074\u304b\u3089\u6765\u308b\u306e\u306b\u3001\u8981\u9818\u306f\u30b7\u30fc\u30c8\u306e\u9806\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u7d22\u5f15\u304c\u7121\u3044\u3068\u3001\u691c\u7d22\u306f\u53d6\u5f15\u306e\u8a00\u8449\u3068\u30b7\u30fc\u30c8\u306e\u8a00\u8449\u306e\u305a\u308c\u3092\u57cb\u3081\u3089\u308c\u307e\u305b\u3093\u3002** \u7d22\u5f15\u306f\u3001\u9023\u7d50\u306e\u62c5\u5f53\u304c\u904e\u53bb\u306e\u8cea\u7591\u304b\u3089\u300c\u3053\u306e\u8cea\u554f\u306f\u3053\u306e\u30b7\u30fc\u30c8\u300d\u3068\u62fe\u3063\u3066\u4f5c\u308a\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\u306e\u3042\u3068\u3067\u306f\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** \u8981\u9818\u306e\u6b04\u306e\u8aac\u660e\u306f\u77ed\u304f\u3001\u898b\u51fa\u3057\u304c\u7121\u3044\u3068\u3069\u306e\u30b7\u30fc\u30c8\u306e\u6b04\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\u8981\u9818\u306e\u69d8\u5f0f\u306e\u898b\u672c\u304c\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u306a\u3089\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u8868\u3068\u3057\u3066\u8aad\u307e\u305b\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u805e\u304d\u53d6\u3063\u305f\u6761\u4ef6\u306b\u5f53\u305f\u308b\u8981\u9818\u3068\u65b9\u91dd\u66f8\u3068\u8cea\u7591\u306e\u8a18\u8f09\u3092\u898b\u3064\u3051\u3001\u3069\u306e\u30b7\u30fc\u30c8\u306e\u3069\u306e\u6b04\u306b\u4f55\u3092\u66f8\u304f\u304b\u3092\u3001\u51fa\u5178\u3092\u4ed8\u3051\u3066\u77ed\u304f\u8fd4\u3059\u3053\u3068\u3067\u3059\u3002** \u4f55\u3092\u805e\u304d\u8fd4\u3059\u304b\u3001\u4f55\u3092\u56de\u3059\u304b\u306f\u3001\u78ba\u8a8d\u9805\u76ee\u306e\u8868\u3067\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u307e\u3059\u3002\n\n| \u8981\u7d20 | \u4e2d\u8eab | \u6839\u62e0 |\n|:--|:--|:--|\n| \u66f8\u304f\u5834\u6240 | \u30b7\u30fc\u30c8\u306e\u540d\u524d\u3068\u6b04\u306e\u540d\u524d | \u8a18\u5165\u8981\u9818\u3068\u7d22\u5f15 |\n| \u66f8\u304f\u5185\u5bb9 | \u6b04\u306b\u5165\u308c\u308b\u5024\u306e\u7a2e\u985e\uff08\u671f\u672b\u6b8b\u9ad8\u3001\u671f\u4e2d\u306e\u53d6\u5f15\u9ad8\u306a\u3069\uff09 | \u8a18\u5165\u8981\u9818 |\n| \u6ce8\u610f\u70b9 | \u76f8\u624b\u5148\u30b3\u30fc\u30c9\u306e\u4ed8\u3051\u65b9\u3001\u901a\u8ca8\u3001\u7b26\u53f7 | \u8a18\u5165\u8981\u9818\u3068\u65b9\u91dd\u66f8 |\n| \u904e\u53bb\u306e\u4f8b | \u540c\u3058\u4f1a\u793e\u307e\u305f\u306f\u5171\u901a\u306e\u8cea\u7591 | \u904e\u53bb\u306e\u8cea\u7591 |\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\u8fd4\u3057\u3068\u7d9a\u3051\u3066\u306e\u8cea\u554f\u3092\u3064\u306a\u3050 |\n| `includeCitations` | \u6709\u52b9 | \u56de\u7b54\u306b\u8981\u9818\u306e\u30da\u30fc\u30b8\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u8981\u9818\u306b\u7121\u3044\u8a71\u306b\u7b54\u3048\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u3042\u3044\u3055\u3064\u3084\u96d1\u8ac7\u3067\u691c\u7d22\u3057\u306a\u3044 |\n| `filter` | \u30b7\u30fc\u30c8\u3001\u7248\u3001\u5bfe\u8c61 | \u5831\u544a\u306e\u6708\u306b\u52b9\u304f\u7248\u3068\u3001\u81ea\u793e\u5411\u3051\u306e\u8a18\u8f09\u3060\u3051\u306b\u3059\u308b |\n| `userPseudoId` | \u62c5\u5f53\u3054\u3068\u306e\u4eee\u306e\u8b58\u5225\u5b50 | \u8cea\u7591\u306e\u8a18\u9332\u3068\u7d50\u3073\u3064\u3051\u308b |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n**\u691c\u7d22\u306f\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u62c5\u5f53\u306e ID \u3067\u884c\u3044\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5e83\u3044\u6a29\u9650\u3067\u691c\u7d22\u3059\u308b\u3068\u3001**\u4ed6\u306e\u5b50\u4f1a\u793e\u306e\u8cea\u7591\u304c\u3001\u53d6\u5f15\u306e\u5185\u5bb9\u3068\u91d1\u984d\u3054\u3068\u56de\u7b54\u306b\u5165\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u4f1a\u8a08\u51e6\u7406\u306e\u65b9\u6cd5\u306e\u5224\u65ad | \u65b9\u91dd\u306e\u89e3\u91c8\u306f\u9023\u7d50\u306e\u62c5\u5f53\u304c\u884c\u3046 |\n| \u91d1\u984d\u306e\u8a08\u7b97\u3084\u3001\u4ed5\u8a33\u306e\u4f5c\u6210 | \u5b50\u4f1a\u793e\u306e\u5e33\u7c3f\u306e\u6570\u5024\u3092\u57fa\u306b\u5b50\u4f1a\u793e\u304c\u4f5c\u308b |\n| \u91cd\u8981\u6027\u306e\u5224\u65ad | \u30b0\u30eb\u30fc\u30d7\u306e\u57fa\u6e96\u3068\u4e8b\u6848\u3054\u3068\u306e\u5224\u65ad |\n| \u4e00\u822c\u7684\u306a\u4f1a\u8a08\u57fa\u6e96\u306e\u77e5\u8b58\u3067\u88dc\u3046 | \u30b0\u30eb\u30fc\u30d7\u306e\u65b9\u91dd\u66f8\u3068\u9055\u3044\u3046\u308b |\n| \u4ed6\u306e\u5b50\u4f1a\u793e\u306e\u4f8b\u5916\u306e\u5f53\u3066\u306f\u3081 | \u4f8b\u5916\u306f\u4f1a\u793e\u3054\u3068\u306b\u8a8d\u3081\u305f\u3082\u306e |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u56de\u7b54\u3092\u4f5c\u308b\u30e2\u30c7\u30eb\u306f\u3001\u4e00\u822c\u7684\u306a\u9023\u7d50\u306e\u5b9f\u52d9\u3092\u77e5\u3063\u3066\u3044\u307e\u3059\u3002**\u305d\u308c\u3067\u88dc\u3046\u3068\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u8981\u9818\u306b\u7121\u3044\u300c\u3053\u306e\u5834\u5408\u306f\u6d88\u53bb\u306e\u5bfe\u8c61\u5916\u300d\u304c\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u6c7a\u307e\u308a\u306e\u3088\u3046\u306b\u5c4a\u304d\u307e\u3059\u3002** \u4f55\u3092\u66f8\u304f\u304b\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u8981\u9818\u306b\u3057\u304b\u66f8\u3044\u3066\u3042\u308a\u307e\u305b\u3093\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\u4f01\u696d\u30b0\u30eb\u30fc\u30d7\u306e\u89aa\u4f1a\u793e\u306e\u9023\u7d50\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\n\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304b\u3089\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f8\u304d\u65b9\u306e\u8cea\u554f\u306b\u7b54\u3048\u307e\u3059\u3002\n\u8aad\u3080\u306e\u306f\u3001\u7de0\u3081\u306e\u671f\u9650\u306e\u4e2d\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f8\u3044\u3066\u3044\u308b\u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u4f1a\u793e\u30b3\u30fc\u30c9\u3001\u5831\u544a\u306e\u6708\u3001\u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u3001\n\u805e\u304d\u53d6\u3063\u305f\u6761\u4ef6\uff08\u53d6\u5f15\u306e\u76f8\u624b\u3001\u53d6\u5f15\u306e\u7a2e\u985e\u3001\u901a\u8ca8\uff09\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\u305d\u306e\u6761\u4ef6\u306b\u5f53\u305f\u308b\u8a18\u8f09\u3060\u3051\u3092\u4f7f\u3063\u3066\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u6700\u521d\u306b\u3001\u66f8\u304f\u5834\u6240\uff08\u30b7\u30fc\u30c8\u306e\u540d\u524d\u3068\u6b04\u306e\u540d\u524d\uff09\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u6b21\u306b\u3001\u305d\u306e\u6b04\u306b\u66f8\u304f\u5024\u306e\u7a2e\u985e\u3092\u3001\u8981\u9818\u306e\u8a00\u8449\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u76f8\u624b\u5148\u30b3\u30fc\u30c9\u3001\u901a\u8ca8\u3001\u7b26\u53f7\u306e\u6ce8\u610f\u304c\u3042\u308c\u3070\u3001\u7b87\u6761\u66f8\u304d\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n4. \u6700\u5f8c\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u8981\u9818\u306e\u7248\u3068\u30da\u30fc\u30b8\u3001\u8cea\u7591\u304c\u3042\u308c\u3070\u305d\u306e\u65e5\u4ed8\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  \u4e00\u822c\u7684\u306a\u4f1a\u8a08\u57fa\u6e96\u3084\u9023\u7d50\u306e\u5b9f\u52d9\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f1a\u8a08\u51e6\u7406\u306e\u65b9\u6cd5\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u51e6\u7406\u306e\u65b9\u6cd5\u3092\u805e\u304b\u308c\u305f\u3068\u304d\u306f\u300c\u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4ed5\u8a33\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91cd\u8981\u6027\u306e\u6709\u7121\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u805e\u304d\u53d6\u3063\u305f\u6761\u4ef6\u3068\u9055\u3046\u6761\u4ef6\u306e\u66f8\u304d\u65b9\u3092\u4e26\u3079\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u8a18\u5165\u8981\u9818\u3068\u4f1a\u8a08\u65b9\u91dd\u66f8\u306b\u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u300d\n  \u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ed6\u306e\u4f1a\u793e\u306e\u540d\u524d\u3068\u91d1\u984d\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u4f1a\u8a08\u51e6\u7406\u306e\u65b9\u6cd5\u3092\u5224\u65ad\u3057\u306a\u3044\u300d\u304c\u3001\u3053\u306e\u6307\u793a\u306e\u8981\u3067\u3059\u3002** \u5b50\u4f1a\u793e\u306e\u8cea\u554f\u306f\u300c\u3069\u3053\u306b\u66f8\u304f\u304b\u300d\u306e\u5f62\u3067\u5c4a\u304d\u307e\u3059\u304c\u3001**\u4e2d\u8eab\u304c\u300c\u6d88\u53bb\u306e\u5bfe\u8c61\u306b\u306a\u308b\u304b\u300d\u3068\u3044\u3046\u51e6\u7406\u306e\u5224\u65ad\u3067\u3042\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u30e2\u30c7\u30eb\u306f\u8981\u9818\u306e\u8fd1\u3044\u8a18\u8f09\u3092\u624b\u304c\u304b\u308a\u306b\u7b54\u3048\u3092\u4f5c\u308c\u3066\u3057\u307e\u3046\u306e\u3067\u3001**\u51e6\u7406\u306e\u65b9\u6cd5\u306b\u89e6\u308c\u308b\u8cea\u554f\u306f\u3001\u7b54\u3048\u3089\u308c\u3066\u3082\u7b54\u3048\u3055\u305b\u307e\u305b\u3093\u3002**\n\n**\u691c\u7d22\u306e\u6587\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u4f8b\u3048\u3070\u300c\u4f1a\u793e\uff1aC014\uff08\u56fd\u5185\u30013\u6708\u6c7a\u7b97\uff09\u3001\u5831\u544a\u306e\u6708\uff1a2026\u5e749\u6708\u3001\u30b7\u30fc\u30c8\uff1a\u5185\u90e8\u53d6\u5f15\u3001\u76f8\u624b\uff1a\u89aa\u4f1a\u793e\u3001\u53d6\u5f15\uff1a\u90e8\u54c1\u306e\u4ed5\u5165\u3001\u5728\u5eab\u6b8b\u3042\u308a\u3001\u901a\u8ca8\uff1a\u5186\u3002\u66f8\u304f\u5834\u6240\u3068\u66f8\u304f\u5024\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001**\u78ba\u8a8d\u9805\u76ee\u3092\u8868\u306e\u9806\u306b\u4e26\u3079\u3001\u62c5\u5f53\u306e\u8cea\u554f\u306e\u6587\u3092\u6700\u5f8c\u306b\u8db3\u3057\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\u30c1\u30e3\u30c3\u30c8\u3068\u8a18\u9332\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_id\": \"\",\n  \"session_id\": \"\",\n  \"company_code\": \"\",\n  \"report_month\": \"\",\n  \"sheet\": \"intercompany | receivable_payable | fixed_assets | other\",\n  \"conditions\": { \"counterparty\": \"\", \"transaction\": \"\", \"currency\": \"\", \"first_time\": false },\n  \"status\": \"answered | escalated | skipped\",\n  \"escalate_reason\": \"judgment | first_time | not_in_manual | version_mismatch | skipped | user_request | none\",\n  \"answer_text\": \"\",\n  \"manual_refs\": [ { \"version\": \"\", \"sheet\": \"\", \"page\": \"\", \"uri\": \"\" } ],\n  \"qa_refs\": [ { \"date\": \"\", \"scope\": \"all | company\", \"uri\": \"\" } ],\n  \"feedback\": \"resolved | escalated_after | wrong | none\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`conditions` \u3092\u56de\u7b54\u3068\u4e00\u7dd2\u306b\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3059\u3068\u304d\u3001**\u805e\u304d\u53d6\u308a\u6e08\u307f\u306e\u6761\u4ef6\u304c\u305d\u306e\u307e\u307e\u6e21\u308b\u306e\u3067\u3001\u62c5\u5f53\u306f\u805e\u304d\u76f4\u3055\u305a\u306b\u5224\u65ad\u306b\u5165\u308c\u307e\u3059\u3002** \u8aa4\u3063\u305f\u56de\u7b54\u304c\u51fa\u305f\u3068\u304d\u3082\u3001\u3069\u306e\u6761\u4ef6\u3067\u691c\u7d22\u3057\u305f\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`manual_refs` \u306e `version` \u3067\u691c\u67fb\u304c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u51fa\u5178\u306e\u7248\u304c\u5831\u544a\u306e\u6708\u306b\u52b9\u3044\u3066\u3044\u306a\u3044\u56de\u7b54\u3092\u898b\u3064\u3051\u305f\u3089\u3001**\u56de\u7b54\u3092\u51fa\u3055\u305a\u306b `version_mismatch` \u3067\u56de\u3057\u307e\u3059\u3002** \u7d5e\u308a\u8fbc\u307f\u306e\u8a2d\u5b9a\u3092\u8aa4\u3063\u305f\u3068\u304d\u306e\u6700\u5f8c\u306e\u6b6f\u6b62\u3081\u3067\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`escalate_reason` \u3067\u56de\u3063\u305f\u7406\u7531\u3092\u6570\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `not_in_manual` \u304c\u591a\u3044\u30b7\u30fc\u30c8\u306f\u8981\u9818\u306e\u66f8\u304d\u8db3\u3057\u304c\u8981\u308a\u3001**`judgment` \u304c\u591a\u3044\u53d6\u5f15\u306f\u65b9\u91dd\u66f8\u306e\u66f8\u304d\u8db3\u3057\u304c\u8981\u308a\u307e\u3059\u3002** \u6708\u3054\u3068\u306b\u6570\u3048\u3066\u3001\u8981\u9818\u306e\u6b21\u306e\u6539\u8a02\u306e\u6750\u6599\u306b\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306e\u30c1\u30e3\u30c3\u30c8 | \u793e\u5185\u5411\u3051\u306e\u753b\u9762 | \u8cea\u554f\u3092\u53d7\u3051\u3001\u805e\u304d\u8fd4\u3057\u3068\u56de\u7b54\u3092\u8868\u793a\u3059\u308b |\n| \u30b0\u30eb\u30fc\u30d7\u306e ID \u57fa\u76e4 | Workforce Identity Federation | \u62c5\u5f53\u306e\u4f1a\u793e\u3067\u7d5e\u308a\u8fbc\u307f\u3068\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u6c7a\u3081\u308b |\n| \u4f1a\u793e\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u6c7a\u7b97\u65e5\u3001\u6a5f\u80fd\u901a\u8ca8\u3001\u65b9\u91dd\u306e\u4f8b\u5916\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u62c5\u5f53\u306e ID \u3067\u3001\u8981\u9818\u30fb\u65b9\u91dd\u66f8\u30fb\u8cea\u7591\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308b |\n| \u9023\u7d50\u306e\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217 | \u66f8\u304d\u8fbc\u307f | \u56de\u3059\u8cea\u554f\u3092\u3001\u6761\u4ef6\u3068\u4e00\u7dd2\u306b\u8f09\u305b\u308b |\n| \u8cea\u7591\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u8cea\u554f\u30fb\u6761\u4ef6\u30fb\u56de\u7b54\u30fb\u8a55\u4fa1\u3092\u6b8b\u3059 |\n\n**\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u9023\u7d50\u306e\u4ed5\u7d44\u307f\u306b\u306f\u3001\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u66f8\u304d\u65b9\u306e\u6848\u5185\u307e\u3067\u3067\u3001**\u6570\u5024\u3092\u5165\u308c\u308b\u306e\u306f\u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u3001\u9023\u7d50\u306e\u51e6\u7406\u3092\u3059\u308b\u306e\u306f\u89aa\u4f1a\u793e\u306e\u62c5\u5f53\u3067\u3059\u3002** \u66f8\u304d\u8fbc\u307f\u3092\u8db3\u3059\u3068\u3001\u6848\u5185\u306e\u8aa4\u308a\u304c\u305d\u306e\u307e\u307e\u9023\u7d50\u306e\u6570\u5024\u306b\u5165\u308a\u307e\u3059\u3002","human_review":"**\u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u306f\u3001\u56de\u7b54\u3092\u8aad\u3093\u3060\u3042\u3068\u5fc5\u305a\u51fa\u5178\u306e\u8981\u9818\u306e\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u304b\u3089\u66f8\u304d\u307e\u3059\u3002** \u56de\u7b54\u306f\u300c\u3069\u306e\u30b7\u30fc\u30c8\u306e\u3069\u306e\u6b04\u304b\u300d\u3092\u793a\u3059\u3082\u306e\u3067\u3001**\u6b04\u306e\u7d30\u304b\u3044\u66f8\u304d\u65b9\u306e\u4f8b\u306f\u8981\u9818\u306e\u539f\u6587\u306b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002**\n\n1. **\u7248\u3068\u30da\u30fc\u30b8\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5831\u544a\u306e\u6708\u306e\u7248\u306e\u8981\u9818\u304b\u3001\u30da\u30fc\u30b8\u304c\u8cea\u554f\u306e\u30b7\u30fc\u30c8\u304b\u3092\u898b\u307e\u3059\n2. **\u6761\u4ef6\u304c\u53d6\u5f15\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b** \u2026 \u805e\u304d\u8fd4\u3057\u3067\u9078\u3093\u3060\u5024\u304c\u3001\u5b9f\u969b\u306e\u53d6\u5f15\u3068\u9055\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n3. **\u8a55\u4fa1\u3092\u4ed8\u3051\u308b** \u2026 \u89e3\u6c7a\u3057\u305f\uff0f\u62c5\u5f53\u3078\u56de\u3057\u305f\uff0f\u8aa4\u308a\u3092\u9078\u3073\u307e\u3059\n\n**2\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u76f8\u624b\u304c\u89aa\u4f1a\u793e\u304b\u5144\u5f1f\u4f1a\u793e\u304b\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001**\u76f8\u624b\u5148\u30b3\u30fc\u30c9\u306e\u9055\u3046\u6b04\u306b\u66f8\u304f\u3053\u3068\u306b\u306a\u308a\u3001\u89aa\u4f1a\u793e\u306e\u7167\u5408\u3067\u5dee\u7570\u3068\u3057\u3066\u51fa\u307e\u3059\u3002** \u56de\u7b54\u306e\u4e0a\u306b\u3001\u9078\u3093\u3060\u6761\u4ef6\u3092\u5fc5\u305a\u4e26\u3079\u3066\u8868\u793a\u3057\u307e\u3059\u3002\n\n**\u9023\u7d50\u306e\u62c5\u5f53\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3060\u3051\u3092\u898b\u307e\u3059\u3002** \u5224\u65ad\u3092\u7b54\u3048\u305f\u3089\u3001**\u305d\u306e\u5185\u5bb9\u3092\u65b9\u91dd\u66f8\u304b\u8981\u9818\u306b\u8db3\u3059\u304b\u3092\u3001\u6708\u6b21\u306e\u7de0\u3081\u306e\u3042\u3068\u306b\u307e\u3068\u3081\u3066\u898b\u76f4\u3057\u307e\u3059\u3002** \u5171\u901a\u306b\u901a\u7528\u3059\u308b\u3082\u306e\u306f\u3001\u4f1a\u793e\u540d\u3068\u91d1\u984d\u3092\u9664\u3044\u3066\u5171\u901a\u306e\u8cea\u7591\u306b\u3057\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001300\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef65\u5206\u3067\u3059\u3002** \u56de\u7b54\u3067\u89e3\u6c7a\u3057\u305f\u8cea\u554f\u306e\u8a18\u9332\u306e\u78ba\u8a8d\u3068\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3092\u62c5\u5f53\u304c\u7b54\u3048\u308b\u6642\u9593\u306e\u5e73\u5747\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u304c\u5224\u5b9a\u3067\u304d\u306a\u3044 | \u4e3b\u306a\u30b7\u30fc\u30c8\u306e\u4e00\u89a7\u3092\u9078\u629e\u80a2\u3067\u793a\u3057\u3001\u9078\u3093\u3067\u3082\u3089\u3046 |\n| \u78ba\u8a8d\u9805\u76ee\u306b\u300c\u5206\u304b\u3089\u306a\u3044\u300d\u304c\u9078\u3070\u308c\u308b | \u691c\u7d22\u305b\u305a\u3001\u78ba\u304b\u3081\u308b\u9805\u76ee\u3068\u3057\u3066\u793a\u3059\u3002**\u78ba\u304b\u3081\u3066\u304b\u3089\u540c\u3058\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u7d9a\u3051\u3066\u3082\u3089\u3046** |\n| \u300c\u521d\u3081\u3066\u306e\u53d6\u5f15\u300d\u304c\u9078\u3070\u308c\u308b | \u5185\u5bb9\u306b\u304b\u304b\u308f\u3089\u305a `first_time` \u3067\u56de\u3059 |\n| \u51e6\u7406\u306e\u65b9\u6cd5\u3092\u805e\u304f\u8cea\u554f | \u7b54\u3048\u3092\u4f5c\u3089\u305a `judgment` \u3067\u56de\u3059 |\n| \u8981\u9818\u306b\u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u7121\u3044 | `not_in_manual` \u3067\u56de\u3059 |\n| \u51fa\u5178\u306e\u7248\u304c\u5831\u544a\u306e\u6708\u3068\u5408\u308f\u306a\u3044 | \u56de\u7b54\u3092\u51fa\u3055\u305a `version_mismatch` \u3067\u56de\u3059 |\n| \u7de0\u3081\u306e\u6700\u7d42\u65e5\u306b\u56de\u308b\u8cea\u554f\u304c\u591a\u3044 | \u5f85\u3061\u884c\u5217\u3092\u63d0\u51fa\u671f\u9650\u306e\u8fd1\u3044\u4f1a\u793e\u306e\u9806\u306b\u4e26\u3079\u308b |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u300c\u56de\u7b54\u3092\u4f5c\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u8868\u793a\u3057\u3001\u9023\u7d50\u306e\u62c5\u5f53\u306e\u9023\u7d61\u5148\u3092\u793a\u3059 |\n| \u62c5\u5f53\u304c\u300c\u89aa\u4f1a\u793e\u3068\u8a71\u3057\u305f\u3044\u300d\u3068\u66f8\u304f | \u305d\u306e\u6642\u70b9\u306e\u6761\u4ef6\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u3078\u56de\u3059 |\n\n**7\u884c\u76ee\u306f\u3001\u904b\u7528\u306e\u7d04\u675f\u3068\u3057\u3066\u5b50\u4f1a\u793e\u306b\u4f1d\u3048\u3066\u304a\u304d\u307e\u3059\u3002** \u7de0\u3081\u306e\u6700\u7d42\u65e5\u306f\u56de\u308b\u8cea\u554f\u3082\u5897\u3048\u3001**\u63d0\u51fa\u671f\u9650\u306e\u8fd1\u3044\u4f1a\u793e\u304b\u3089\u7b54\u3048\u306a\u3044\u3068\u3001\u9023\u7d50\u306e\u4f5c\u696d\u304c\u6b62\u307e\u308a\u307e\u3059\u3002** \u5f85\u3061\u884c\u5217\u306b\u4f1a\u793e\u3054\u3068\u306e\u63d0\u51fa\u671f\u9650\u3092\u4ed8\u3051\u3066\u4e26\u3079\u307e\u3059\u3002","log_storage":"- \u8cea\u554f\u306e\u6587\u3001\u9078\u3093\u3060\u78ba\u8a8d\u9805\u76ee\u306e\u5024\u3001\u65e5\u6642\u3001\u4f1a\u793e\u30b3\u30fc\u30c9\u3001\u5831\u544a\u306e\u6708\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d44\u307f\u7acb\u3066\u305f\u691c\u7d22\u306e\u6587\u3068\u3001\u4f7f\u3063\u305f\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u56de\u7b54\u3001\u51fa\u5178\u3001\u56de\u7b54\u3057\u306a\u304b\u3063\u305f\u7406\u7531\uff09\n- \u56de\u3059\u30fb\u56de\u3055\u306a\u3044\u306e\u5224\u5b9a\u3068\u3001\u305d\u306e\u7406\u7531\n- \u62c5\u5f53\u306e\u8a55\u4fa1\u3068\u3001**\u9023\u7d50\u306e\u62c5\u5f53\u304c\u6700\u7d42\u7684\u306b\u7b54\u3048\u305f\u5185\u5bb9**\n- **\u305d\u306e\u3068\u304d\u52b9\u3044\u3066\u3044\u305f\u8981\u9818\u3068\u65b9\u91dd\u66f8\u306e\u7248**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u76e3\u67fb\u3067\u52b9\u304d\u307e\u3059\u3002** \u9023\u7d50\u306e\u6570\u5024\u306b\u8aa4\u308a\u304c\u898b\u3064\u304b\u308a\u3001\u300c\u5b50\u4f1a\u793e\u306f\u306a\u305c\u305d\u306e\u6b04\u306b\u66f8\u3044\u305f\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u308b\u3068\u304d\u3001**\u5f53\u6642\u306e\u8981\u9818\u306e\u7248\u3068\u3001\u305d\u306e\u3068\u304d\u8fd4\u3057\u305f\u56de\u7b54\u304c\u8981\u308a\u307e\u3059\u3002** \u8981\u9818\u306e\u6539\u8a02\u306e\u305f\u3073\u306b\u3001\u7248\u306e\u4e00\u89a7\u3092\u6b8b\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":300,"assumption_workdays":20,"volume_month":300,"before_minutes_per_case":14,"after_minutes_per_case":5,"hourly_cost":4500,"before_hours_month":70,"after_hours_month":25,"saved_hours_month":45,"reduction_rate":64,"saved_hours_year":540,"annual_cost_effect":2430000,"summary":"\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304c\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a18\u5165\u65b9\u6cd5\u3092\u30c1\u30e3\u30c3\u30c8\u3067\u805e\u304f\u3068\u3001\u30b7\u30fc\u30c8\u3068\u53d6\u5f15\u306e\u6761\u4ef6\u3092\u805e\u304d\u8fd4\u3057\u3066\u7279\u5b9a\u3057\u3001\u8a18\u5165\u8981\u9818\u30fb\u4f1a\u8a08\u65b9\u91dd\u66f8\u30fb\u904e\u53bb\u306e\u8cea\u7591\u304b\u3089\u51fa\u5178\u4ed8\u304d\u3067\u7b54\u3048\u307e\u3059\u3002\u4f1a\u8a08\u51e6\u7406\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u306f\u89aa\u4f1a\u793e\u306e\u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304c\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f8\u304f\u9014\u4e2d\u3067\u5206\u304b\u3089\u306a\u3044\u6b04\u306b\u5f53\u305f\u308b\n2. \u8a18\u5165\u8981\u9818\u3092\u958b\u304f\u304c\u3001\u8a72\u5f53\u3059\u308b\u7b87\u6240\u304c\u898b\u3064\u304b\u3089\u305a\u3001\u89aa\u4f1a\u793e\u306b\u30e1\u30fc\u30eb\u304b\u96fb\u8a71\u3067\u805e\u304f\n3. \u9023\u7d50\u306e\u62c5\u5f53\u304c\u3001\u3069\u306e\u30b7\u30fc\u30c8\u306e\u3069\u306e\u6b04\u306e\u8a71\u304b\u3001\u76f8\u624b\u306f\u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u304b\u5916\u90e8\u304b\u3092\u805e\u304d\u8fd4\u3059\n4. \u8a18\u5165\u8981\u9818\u3068\u4f1a\u8a08\u65b9\u91dd\u66f8\u3092\u958b\u304d\u3001\u8a72\u5f53\u3059\u308b\u7b87\u6240\u3092\u63a2\u3059\u3002\u904e\u53bb\u306e\u8cea\u7591\u306e\u4e00\u89a7\u3082\u63a2\u3059\n5. \u8a18\u5165\u306e\u65b9\u6cd5\u3092\u8fd4\u4fe1\u3057\u3001\u8981\u9818\u306e\u30da\u30fc\u30b8\u3092\u6dfb\u3048\u308b\n6. \u4f1a\u8a08\u51e6\u7406\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u30ea\u30fc\u30c0\u30fc\u3068\u76f8\u8ac7\u3057\u3066\u7b54\u3048\u308b\n7. \u8cea\u554f\u3068\u56de\u7b54\u3092\u8cea\u7591\u306e\u4e00\u89a7\u306b\u66f8\u304f\n\n**\uff08a\uff09\u7de0\u3081\u306e\u6570\u65e5\u306b\u8cea\u554f\u304c\u96c6\u4e2d\u3059\u308b\u3002** \u6708300\u4ef6\u306e\u8cea\u554f\u306e\u3046\u3061\u3001\u5927\u534a\u304c\u7de0\u3081\u306e3\u55b6\u696d\u65e5\u306b\u5c4a\u304d\u307e\u3059\u3002**\u9023\u7d50\u306e\u62c5\u5f53\u306f\u3001\u5b50\u4f1a\u793e\u304b\u3089\u306e\u63d0\u51fa\u3092\u5f85\u3061\u306a\u304c\u3089\u3001\u305d\u306e\u5b50\u4f1a\u793e\u306e\u8cea\u554f\u306b\u7b54\u3048\u3066\u3044\u308b\u72b6\u614b\u3067\u3059\u3002** \u8fd4\u4e8b\u304c\u9045\u308c\u308b\u3068\u3001\u63d0\u51fa\u304c\u9045\u308c\u3001\u9023\u7d50\u306e\u4f5c\u696d\u304c\u5f8c\u308d\u306b\u305a\u308c\u307e\u3059\u3002\n\n**\uff08b\uff09\u8981\u9818\u306e\u3069\u3053\u306b\u66f8\u3044\u3066\u3042\u308b\u304b\u63a2\u305b\u306a\u3044\u3002** \u8981\u9818\u306f\u30b7\u30fc\u30c8\u306e\u9806\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u5b50\u4f1a\u793e\u306e\u7591\u554f\u306f\u300c\u3053\u306e\u53d6\u5f15\u306f\u3069\u3053\u306b\u66f8\u304f\u304b\u300d\u3068\u3044\u3046\u53d6\u5f15\u306e\u5074\u304b\u3089\u6765\u307e\u3059\u3002**\u53d6\u5f15\u304b\u3089\u8981\u9818\u3092\u5f15\u304f\u7d22\u5f15\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u89aa\u4f1a\u793e\u306e\u62c5\u5f53\u3082\u3001\u8a18\u61b6\u3092\u983c\u308a\u306b\u30da\u30fc\u30b8\u3092\u3081\u304f\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u524d\u4efb\u8005\u306b\u7b54\u3048\u305f\u5185\u5bb9\u304c\u5f15\u304d\u7d99\u304c\u308c\u306a\u3044\u3002** \u540c\u3058\u5b50\u4f1a\u793e\u304b\u3089\u3001\u62c5\u5f53\u304c\u66ff\u308f\u308b\u305f\u3073\u306b\u540c\u3058\u8cea\u554f\u304c\u5c4a\u304d\u307e\u3059\u3002**\u8cea\u7591\u306e\u4e00\u89a7\u306f\u89aa\u4f1a\u793e\u306b\u3057\u304b\u7121\u304f\u3001\u5b50\u4f1a\u793e\u306e\u65b0\u3057\u3044\u62c5\u5f53\u304b\u3089\u306f\u898b\u3048\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u5224\u65ad\u306e\u8981\u308b\u8cea\u554f\u304c\u57cb\u3082\u308c\u308b\u3002** \u8a18\u5165\u306e\u65b9\u6cd5\u306e\u8cea\u554f\u3068\u3001\u4f1a\u8a08\u51e6\u7406\u306e\u5224\u65ad\u306e\u8cea\u554f\u304c\u540c\u3058\u30e1\u30fc\u30eb\u306e\u675f\u3067\u5c4a\u304d\u307e\u3059\u3002**\u5224\u65ad\u306e\u8981\u308b1\u4ef6\u304c\u3001\u8a18\u5165\u306e\u65b9\u6cd5\u306e\u8cea\u554f\u306e\u5c71\u306e\u4e2d\u3067\u5f8c\u56de\u3057\u306b\u306a\u308a\u3001\u7de0\u3081\u306e\u6700\u7d42\u65e5\u306b\u898b\u3064\u304b\u308a\u307e\u3059\u3002**\n\n**4\u3064\u3068\u3082\u3001\u8981\u9818\u306e\u4e2d\u8eab\u306e\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u7b54\u3048\u306f\u66f8\u3044\u3066\u3042\u308b\u306e\u306b\u3001**\u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u304c\u305d\u306e\u5834\u3067\u305f\u3069\u308a\u7740\u3051\u305a\u3001\u89aa\u4f1a\u793e\u306e\u62c5\u5f535\u540d\u304c\u63a2\u3059\u5f79\u3092\u5f15\u304d\u53d7\u3051\u3066\u3044\u308b\u3053\u3068\u306e\u554f\u984c\u3067\u3059\u3002**","before_flow_steps":["\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304c\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f8\u304f\u9014\u4e2d\u3067\u5206\u304b\u3089\u306a\u3044\u6b04\u306b\u5f53\u305f\u308b","\u8a18\u5165\u8981\u9818\u3092\u958b\u304f\u304c\u3001\u8a72\u5f53\u3059\u308b\u7b87\u6240\u304c\u898b\u3064\u304b\u3089\u305a\u3001\u89aa\u4f1a\u793e\u306b\u30e1\u30fc\u30eb\u304b\u96fb\u8a71\u3067\u805e\u304f","\u9023\u7d50\u306e\u62c5\u5f53\u304c\u3001\u3069\u306e\u30b7\u30fc\u30c8\u306e\u3069\u306e\u6b04\u306e\u8a71\u304b\u3001\u76f8\u624b\u306f\u30b0\u30eb\u30fc\u30d7\u4f1a\u793e\u304b\u5916\u90e8\u304b\u3092\u805e\u304d\u8fd4\u3059","\u8a18\u5165\u8981\u9818\u3068\u4f1a\u8a08\u65b9\u91dd\u66f8\u3092\u958b\u304d\u3001\u8a72\u5f53\u3059\u308b\u7b87\u6240\u3092\u63a2\u3059\u3002\u904e\u53bb\u306e\u8cea\u7591\u306e\u4e00\u89a7\u3082\u63a2\u3059","\u8a18\u5165\u306e\u65b9\u6cd5\u3092\u8fd4\u4fe1\u3057\u3001\u8981\u9818\u306e\u30da\u30fc\u30b8\u3092\u6dfb\u3048\u308b","\u4f1a\u8a08\u51e6\u7406\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u30ea\u30fc\u30c0\u30fc\u3068\u76f8\u8ac7\u3057\u3066\u7b54\u3048\u308b","\u8cea\u554f\u3068\u56de\u7b54\u3092\u8cea\u7591\u306e\u4e00\u89a7\u306b\u66f8\u304f"],"after_flow":"1. **\u3010\u4eba\u3011** \u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304c\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3059\u308b\uff08\u4f8b\uff1a\u300c\u89aa\u4f1a\u793e\u304b\u3089\u4ed5\u5165\u308c\u305f\u90e8\u54c1\u304c\u6708\u672b\u306b\u6b8b\u3063\u3066\u3044\u308b\u3002\u3069\u3053\u306b\u66f8\u304f\u304b\u300d\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u62c5\u5f53\u306e\u4f1a\u793e\u3068\u3001\u5831\u544a\u306e\u6708\u3092\u53d7\u3051\u53d6\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u3092\u3001\u5185\u90e8\u53d6\u5f15\uff0f\u50b5\u6a29\u50b5\u52d9\uff0f\u56fa\u5b9a\u8cc7\u7523\uff0f\u305d\u306e\u4ed6\u306e\u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u306b\u5206\u3051\u3001\u305d\u306e\u7a2e\u985e\u306e\u78ba\u8a8d\u9805\u76ee\u306e\u8868\u3092\u5f15\u304f\n4. **\u3010\u81ea\u52d5\u3011** \u307e\u3060\u5206\u304b\u3063\u3066\u3044\u306a\u3044\u78ba\u8a8d\u9805\u76ee\uff08\u53d6\u5f15\u306e\u76f8\u624b\u3001\u53d6\u5f15\u306e\u7a2e\u985e\u3001\u901a\u8ca8\u306a\u3069\uff09\u3092\u3001\u9078\u629e\u80a2\u4ed8\u304d\u30671\u3064\u305a\u3064\u805e\u304d\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u6761\u4ef6\u304c\u305d\u308d\u3063\u305f\u3089\u3001\u5831\u544a\u306e\u6708\u306b\u52b9\u3044\u3066\u3044\u308b\u7248\u306e\u8981\u9818\u3068\u65b9\u91dd\u66f8\u306b\u7d5e\u308a\u3001Agent Search\uff08\u65e7 Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u51fa\u5178\u4ed8\u304d\u3067\u7b54\u3048\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5224\u65ad\u306e\u8981\u308b\u8cea\u554f\uff08\u65b9\u91dd\u306e\u5909\u66f4\u3001\u65b0\u3057\u3044\u7a2e\u985e\u306e\u53d6\u5f15\u3001\u91d1\u984d\u306e\u91cd\u8981\u6027\u306a\u3069\uff09\u306f\u3001\u7b54\u3048\u3092\u4f5c\u3089\u305a\u306b\u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3059\n7. **\u3010\u4eba\u3011** \u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u306f\u3001\u51fa\u5178\u306e\u8981\u9818\u306e\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3066\u304b\u3089\u66f8\u304f\n8. **\u3010\u4eba\u3011** \u9023\u7d50\u306e\u62c5\u5f53\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3060\u3051\u3092\u3001\u805e\u304d\u53d6\u308a\u6e08\u307f\u306e\u6761\u4ef6\u3092\u898b\u3066\u7b54\u3048\u308b\n\n**6\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u5224\u65ad\u304c\u8981\u308b\u304b\u3069\u3046\u304b\u306f\u3001**\u8cea\u554f\u306e\u7a2e\u985e\u3068\u78ba\u8a8d\u9805\u76ee\u306e\u5024\u304b\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002** \u4f8b\u3048\u3070\u300c\u3053\u306e\u53d6\u5f15\u306f\u521d\u3081\u3066\u300d\u304c\u9078\u3070\u308c\u305f\u3089\u3001\u5185\u5bb9\u306b\u304b\u304b\u308f\u3089\u305a\u56de\u3057\u307e\u3059\u3002AI\u306b\u300c\u5224\u65ad\u304c\u8981\u308b\u304b\u300d\u3092\u8003\u3048\u3055\u305b\u308b\u3068\u3001\u8981\u9818\u306b\u4f3c\u305f\u8a18\u8f09\u306e\u3042\u308b\u8cea\u554f\u3092\u3001\u8a18\u5165\u306e\u65b9\u6cd5\u306e\u8cea\u554f\u3068\u3057\u3066\u7b54\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**2\u756a\u76ee\u3067\u4f1a\u793e\u3092\u81ea\u52d5\u3067\u53d7\u3051\u53d6\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u5b50\u4f1a\u793e\u3054\u3068\u306b\u3001\u6c7a\u7b97\u65e5\u3001\u6a5f\u80fd\u901a\u8ca8\u3001\u65b9\u91dd\u306e\u4f8b\u5916\u306e\u6271\u3044\u304c\u9055\u3044\u307e\u3059\u3002**\u4f1a\u793e\u3092\u805e\u304d\u8fd4\u3055\u305a\u306b\u78ba\u5b9a\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u4ed6\u306e\u5b50\u4f1a\u793e\u5411\u3051\u306e\u8a18\u8f09\u304c\u7b54\u3048\u306b\u6df7\u3056\u308b\u306e\u3092\u9632\u304e\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304c\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3059\u308b\uff08\u4f8b\uff1a\u300c\u89aa\u4f1a\u793e\u304b\u3089\u4ed5\u5165\u308c\u305f\u90e8\u54c1\u304c\u6708\u672b\u306b\u6b8b\u3063\u3066\u3044\u308b\u3002\u3069\u3053\u306b\u66f8\u304f\u304b\u300d\uff09","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u62c5\u5f53\u306e\u4f1a\u793e\u3068\u3001\u5831\u544a\u306e\u6708\u3092\u53d7\u3051\u53d6\u308b","**\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u3092\u3001\u5185\u90e8\u53d6\u5f15\uff0f\u50b5\u6a29\u50b5\u52d9\uff0f\u56fa\u5b9a\u8cc7\u7523\uff0f\u305d\u306e\u4ed6\u306e\u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u306b\u5206\u3051\u3001\u305d\u306e\u7a2e\u985e\u306e\u78ba\u8a8d\u9805\u76ee\u306e\u8868\u3092\u5f15\u304f","**\u3010\u81ea\u52d5\u3011** \u307e\u3060\u5206\u304b\u3063\u3066\u3044\u306a\u3044\u78ba\u8a8d\u9805\u76ee\uff08\u53d6\u5f15\u306e\u76f8\u624b\u3001\u53d6\u5f15\u306e\u7a2e\u985e\u3001\u901a\u8ca8\u306a\u3069\uff09\u3092\u3001\u9078\u629e\u80a2\u4ed8\u304d\u30671\u3064\u305a\u3064\u805e\u304d\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u6761\u4ef6\u304c\u305d\u308d\u3063\u305f\u3089\u3001\u5831\u544a\u306e\u6708\u306b\u52b9\u3044\u3066\u3044\u308b\u7248\u306e\u8981\u9818\u3068\u65b9\u91dd\u66f8\u306b\u7d5e\u308a\u3001Agent Search\uff08\u65e7 Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u51fa\u5178\u4ed8\u304d\u3067\u7b54\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u5224\u65ad\u306e\u8981\u308b\u8cea\u554f\uff08\u65b9\u91dd\u306e\u5909\u66f4\u3001\u65b0\u3057\u3044\u7a2e\u985e\u306e\u53d6\u5f15\u3001\u91d1\u984d\u306e\u91cd\u8981\u6027\u306a\u3069\uff09\u306f\u3001\u7b54\u3048\u3092\u4f5c\u3089\u305a\u306b\u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3059","**\u3010\u4eba\u3011** \u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u306f\u3001\u51fa\u5178\u306e\u8981\u9818\u306e\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3066\u304b\u3089\u66f8\u304f","**\u3010\u4eba\u3011** \u9023\u7d50\u306e\u62c5\u5f53\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3060\u3051\u3092\u3001\u805e\u304d\u53d6\u308a\u6e08\u307f\u306e\u6761\u4ef6\u3092\u898b\u3066\u7b54\u3048\u308b"],"architecture":"```\n\u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306e\u30c1\u30e3\u30c3\u30c8\uff08\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u8cea\u554f\u306e\u9001\u4fe1\uff08\u4f1a\u793e\u30b3\u30fc\u30c9\u30fb\u5831\u544a\u306e\u6708\u4ed8\u304d\uff09\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3001Cloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u306e\u5224\u5b9a \u2192 \u78ba\u8a8d\u9805\u76ee\u306e\u8868\n   \u251c\u2500\u2500\u25b6 \u672a\u78ba\u8a8d\u306e\u9805\u76ee\u3092\u9078\u629e\u80a2\u4ed8\u304d\u3067\u805e\u304d\u8fd4\u3059\uff08\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u4fdd\u3064\uff09\n   \u251c\u2500\u2500\u25b6 \u5224\u65ad\u306e\u8981\u308b\u6761\u4ef6 \u2192 \u9023\u7d50\u306e\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217\n   \u25bc\nAgent Search\uff08Vertex AI Search\uff09\u2500\u2500 answer \u30e1\u30bd\u30c3\u30c9\n   \u2502  \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff1a\u8a18\u5165\u8981\u9818\uff0b\u4f1a\u8a08\u65b9\u91dd\u66f8\uff0b\u904e\u53bb\u306e\u8cea\u7591\n   \u2502  \u7d5e\u308a\u8fbc\u307f\uff1asheet\uff0fvalid_from\uff0fvalid_to\uff0fscope\n   \u2502  \u95b2\u89a7\u306e\u7bc4\u56f2\uff1a\u5b50\u4f1a\u793e\u3054\u3068\u306e\u8cea\u7591\u306f\u305d\u306e\u4f1a\u793e\u3068\u9023\u7d50\u306e\u62c5\u5f53\u3060\u3051\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u51fa\u5178\u306e\u7248\u304c\u5831\u544a\u306e\u6708\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\n   \u251c\u2500\u2500\u25b6 \u56de\u7b54\u3068\u51fa\u5178\u3092\u8fd4\u3059\n   \u2514\u2500\u2500\u25b6 \u7b54\u3048\u3089\u308c\u306a\u3044\u30fb\u7248\u304c\u5408\u308f\u306a\u3044 \u2192 \u9023\u7d50\u306e\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217\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\u30c1\u30e3\u30c3\u30c8\u30fb\u691c\u7d22\u30fb\u5f85\u3061\u884c\u5217\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u8a8d\u8a3c | \u30b0\u30eb\u30fc\u30d7\u306e ID \u57fa\u76e4\uff08Microsoft Entra ID \u306a\u3069\u3002Workforce Identity Federation \u3067\u3064\u306a\u3050\uff09 | Google \u306e ID |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u8981\u9818\u30fb\u65b9\u91dd\u66f8\u30fb\u8cea\u7591\u306e\u539f\u672c\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\uff09 | \u2500 |\n\n**\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u69d8\u5f0f\u3068\u9023\u7d50\u306e\u4ed5\u7d44\u307f\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u30c1\u30e3\u30c3\u30c8\u306e\u753b\u9762\u3092\u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306b\u7f6e\u304d\u3001\u8cea\u7591\u306e\u8a18\u9332\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4e00\u89a7\u306b\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002**\u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u8a18\u5165\u8981\u9818\u306b\u300c\u53d6\u5f15\u304b\u3089\u30b7\u30fc\u30c8\u3092\u5f15\u304f\u300d\u7d22\u5f15\u306e\u8868\u3092\u4f5c\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\u308a\u3001`includeCitations` \u3067\u51fa\u5178\u3092\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002**\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u305f\u8907\u6570\u56de\u306e\u3084\u308a\u53d6\u308a\u306b\u5bfe\u5fdc\u3057**\u3001\u8cea\u554f\u306e\u8a00\u3044\u63db\u3048\u306f\u65e2\u5b9a\u3067\u6709\u52b9\u3067\u3059\u3002\u95a2\u4fc2\u306e\u8584\u3044\u5185\u5bb9\u3057\u304b\u7121\u3044\u3068\u304d\u306f\u56de\u7b54\u3092\u4f5c\u3089\u305a\u3001`answerSkippedReasons` \u3067\u7406\u7531\u3092\u8fd4\u3057\u307e\u3059\u3002\n\n**\u65b9\u91dd\u66f8\u306e\u571f\u53f0\u306b\u306a\u308b\u8003\u3048\u65b9\u306f\u3001\u4f1a\u8a08\u57fa\u6e96\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002** \u4f01\u696d\u4f1a\u8a08\u57fa\u6e96\u7b2c22\u53f7\u300c\u9023\u7d50\u8ca1\u52d9\u8af8\u8868\u306b\u95a2\u3059\u308b\u4f1a\u8a08\u57fa\u6e96\u300d\u306f\u3001\u540c\u4e00\u74b0\u5883\u4e0b\u3067\u884c\u308f\u308c\u305f\u540c\u4e00\u306e\u6027\u8cea\u306e\u53d6\u5f15\u7b49\u306b\u3064\u3044\u3066\u3001**\u89aa\u4f1a\u793e\u3068\u5b50\u4f1a\u793e\u306e\u4f1a\u8a08\u65b9\u91dd\u3092\u539f\u5247\u3068\u3057\u3066\u7d71\u4e00\u3059\u308b**\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u9023\u7d50\u4f1a\u793e\u76f8\u4e92\u9593\u306e\u50b5\u6a29\u3068\u50b5\u52d9\u306f\u76f8\u6bba\u6d88\u53bb\u3057\u3001\u76f8\u4e92\u9593\u306e\u53d6\u5f15\u3067\u53d6\u5f97\u3057\u305f\u8cc7\u7523\u306b\u542b\u307e\u308c\u308b\u672a\u5b9f\u73fe\u640d\u76ca\u306f\u5168\u984d\u3092\u6d88\u53bb\u3059\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002**\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u5185\u90e8\u53d6\u5f15\u306e\u30b7\u30fc\u30c8\u306f\u3001\u3053\u306e\u6d88\u53bb\u306e\u6750\u6599\u3092\u96c6\u3081\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002** \u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u306b\u300c\u306a\u305c\u3053\u306e\u6b04\u304c\u3042\u308b\u306e\u304b\u300d\u3092\u8aac\u660e\u3059\u308b\u3068\u304d\u306e\u6839\u62e0\u306b\u306a\u308a\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304c\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u306f\u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306b\u7f6e\u304d\u3001\u30b0\u30eb\u30fc\u30d7\u306e ID \u3067\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u62c5\u5f53\u3060\u3051\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u62c5\u5f53\u306e\u4f1a\u793e\u30b3\u30fc\u30c9\u304c\u3001\u7d5e\u308a\u8fbc\u307f\u3068\u95b2\u89a7\u306e\u7bc4\u56f2\u306e\u5224\u5b9a\u306b\u305d\u306e\u307e\u307e\u4f7f\u308f\u308c\u307e\u3059\u3002**\n\n**\u5831\u544a\u306e\u6708\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u3092\u958b\u3044\u305f\u6642\u70b9\u306e\u7de0\u3081\u306e\u6708\u3092\u65e2\u5b9a\u306b\u3057\u3001\u9078\u3073\u76f4\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u524d\u306e\u6708\u306e\u6570\u5024\u3092\u76f4\u3057\u3066\u3044\u308b\u62c5\u5f53\u306f\u3001\u524d\u306e\u6708\u3092\u9078\u3073\u307e\u3059\u3002**\u5831\u544a\u306e\u6708\u304c\u3001\u3069\u306e\u7248\u306e\u8981\u9818\u3067\u7b54\u3048\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\n\n**1\u3064\u306e\u8cea\u554f\u306f\u30011\u3064\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u6700\u5f8c\u307e\u3067\u7d9a\u3051\u307e\u3059\u3002** \u78ba\u8a8d\u9805\u76ee\u3092\u805e\u304d\u8fd4\u3059\u3084\u308a\u53d6\u308a\u3068\u3001\u7b54\u3048\u305f\u3042\u3068\u306e\u300c\u3067\u306f\u5916\u8ca8\u5efa\u3066\u306e\u5834\u5408\u306f\u300d\u306e\u3088\u3046\u306a\u7d9a\u3051\u3066\u306e\u8cea\u554f\u3092\u3001\u540c\u3058\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u3064\u306a\u304e\u307e\u3059\u3002**\u5225\u306e\u30b7\u30fc\u30c8\u306e\u8cea\u554f\u306f\u3001\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u59cb\u3081\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u62c5\u5f53\u306e\u8cea\u554f\u306e\u6587\u3001\u9078\u3093\u3060\u78ba\u8a8d\u9805\u76ee\u306e\u5024 | \u30c1\u30e3\u30c3\u30c8 |\n| \u4f1a\u793e\u306e\u60c5\u5831 | \u4f1a\u793e\u30b3\u30fc\u30c9\u3001\u6c7a\u7b97\u65e5\u3001\u6a5f\u80fd\u901a\u8ca8\u3001\u65b9\u91dd\u306e\u4f8b\u5916\u306e\u6709\u7121 | \u30b0\u30eb\u30fc\u30d7\u306e\u4f1a\u793e\u306e\u4e00\u89a7 |\n| \u78ba\u8a8d\u9805\u76ee\u306e\u8868 | \u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u3054\u3068\u306b\u3001\u805e\u304f\u3079\u304d\u6761\u4ef6\u3068\u9078\u629e\u80a2\u3001**\u56de\u3059\u6761\u4ef6** | \u9023\u7d50\u30b0\u30eb\u30fc\u30d7\u304c\u4f5c\u308b\u8868 |\n| \u8a18\u5165\u8981\u9818 | \u30b7\u30fc\u30c8\u3054\u3068\u30fb\u6b04\u3054\u3068\u306e\u8a18\u5165\u306e\u65b9\u6cd5\u3001**\u9069\u7528\u958b\u59cb\u306e\u6708** | \u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306ePDF |\n| \u4f1a\u8a08\u65b9\u91dd\u66f8 | \u30b0\u30eb\u30fc\u30d7\u306e\u4f1a\u8a08\u65b9\u91dd\u3001\u5b50\u4f1a\u793e\u3054\u3068\u306e\u4f8b\u5916 | \u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306ePDF |\n| \u904e\u53bb\u306e\u8cea\u7591 | \u8cea\u554f\u3001\u56de\u7b54\u3001\u6839\u62e0\u306e\u30da\u30fc\u30b8\u3001\u65e5\u4ed8\u3001\u4f1a\u793e | \u9023\u7d50\u30b0\u30eb\u30fc\u30d7\u306e\u8cea\u7591\u306e\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u78ba\u8a8d\u9805\u76ee\u306e\u8868\u306e\u300c\u56de\u3059\u6761\u4ef6\u300d\u306e\u5217\u3067\u3059\u3002** \u300c\u53d6\u5f15\u306e\u7a2e\u985e\uff1a\u521d\u3081\u3066\u306e\u53d6\u5f15\u300d\u300c\u65b9\u91dd\uff1a\u89aa\u4f1a\u793e\u3068\u9055\u3046\u51e6\u7406\u3092\u3057\u3066\u3044\u308b\u300d\u300c\u91d1\u984d\uff1a\u4e00\u5b9a\u984d\u3092\u8d85\u3048\u308b\u300d\u306e\u3088\u3046\u306a\u5024\u304c\u9078\u3070\u308c\u305f\u3089\u3001**\u7b54\u3048\u3092\u4f5c\u3089\u305a\u306b\u56de\u3059\u3001\u3068\u3044\u3046\u898f\u5247\u3092\u3053\u306e\u5217\u306b\u66f8\u304d\u307e\u3059\u3002** \u3053\u3053\u304c\u7121\u3044\u3068\u3001\u5224\u65ad\u306e\u8981\u308b\u8cea\u554f\u304c\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u3089\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**\u4f1a\u793e\u306e\u60c5\u5831\u306e\u300c\u6c7a\u7b97\u65e5\u300d\u3082\u52b9\u304d\u307e\u3059\u3002** \u6c7a\u7b97\u65e5\u304c\u9023\u7d50\u6c7a\u7b97\u65e5\u3068\u9055\u3046\u5b50\u4f1a\u793e\u306f\u3001**\u4eee\u6c7a\u7b97\u3092\u884c\u3046\u306e\u304b\u3001\u5dee\u304c3\u304b\u6708\u3092\u8d85\u3048\u306a\u3044\u306e\u3067\u81ea\u793e\u306e\u6b63\u898f\u306e\u6c7a\u7b97\u3092\u57fa\u790e\u306b\u3059\u308b\u306e\u304b\u3067\u3001\u66f8\u304f\u6570\u5024\u306e\u671f\u9593\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u4f1a\u793e\u3054\u3068\u306b\u3069\u3061\u3089\u306e\u6271\u3044\u304b\u3092\u4e00\u89a7\u306b\u6301\u305f\u305b\u3001\u56de\u7b54\u306b\u6dfb\u3048\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u8981\u9818\u30fb\u65b9\u91dd\u66f8\u30fb\u8cea\u7591\u306f\u3001Cloud Storage \u306b\u7f6e\u3044\u3066\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u6587\u66f8\u3054\u3068\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3001\u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u3001\u6587\u66f8\u306e\u7a2e\u985e\uff08\u8981\u9818\uff0f\u65b9\u91dd\u66f8\uff0f\u8cea\u7591\uff09\u3001\u9069\u7528\u958b\u59cb\u306e\u6708\u3001\u9069\u7528\u7d42\u4e86\u306e\u6708\u3001\u5bfe\u8c61\uff08\u5168\u793e\u5171\u901a\uff0f\u7279\u5b9a\u306e\u4f1a\u793e\uff09\u3092\u6301\u305f\u305b\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u3001\u6587\u66f8\u306e\u7a2e\u985e | \u30e1\u30bf\u30c7\u30fc\u30bf | \u7d5e\u308a\u8fbc\u307f |\n| \u9069\u7528\u958b\u59cb\u30fb\u7d42\u4e86\u306e\u6708 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u5831\u544a\u306e\u6708\u306b\u52b9\u3044\u3066\u3044\u308b\u7248\u3060\u3051\u306b\u7d5e\u308b |\n| \u5bfe\u8c61\uff08\u5168\u793e\u5171\u901a\uff0f\u4f1a\u793e\u30b3\u30fc\u30c9\uff09 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u4ed6\u793e\u5411\u3051\u306e\u4f8b\u5916\u3092\u9664\u304f |\n| \u95b2\u89a7\u306e\u7bc4\u56f2 | `acl_info` | \u4f1a\u793e\u3054\u3068\u306e\u8cea\u7591\u3092\u305d\u306e\u4f1a\u793e\u3068\u9023\u7d50\u306e\u62c5\u5f53\u3060\u3051\u306b\u51fa\u3059 |\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u30b7\u30fc\u30c8\u3068\u7248\u3067\u66f8\u304d\u307e\u3059\u3002** \u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u3051\u3070\u3001`sheet: ANY(\"intercompany\") AND valid_from <= \"2026-09-30\" AND scope: ANY(\"all\", \"C014\")` \u306e\u3088\u3046\u306b\u66f8\u3051\u307e\u3059\u3002**\u6bd4\u3079\u308b\u5024\u306e\u5f62\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u691c\u7d22\u306e\u6587\u3067\u305d\u308d\u3048\u3001\u65e5\u4ed8\u3092ISO 8601\u306e\u5f62\u5f0f\u3067\u66f8\u3051\u3070\u3001\u5831\u544a\u306e\u6708\u3088\u308a\u5f8c\u306b\u9069\u7528\u3055\u308c\u308b\u7248\u3092\u9664\u3051\u307e\u3059\u3002** \u7d42\u4e86\u3057\u305f\u7248\u306f `valid_to` \u3067\u9664\u304d\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u8cea\u7591\u306b\u306f\u3001\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u307e\u3059\u3002** \u8cea\u7591\u306b\u306f\u5b50\u4f1a\u793e\u306e\u53d6\u5f15\u306e\u5185\u5bb9\u3068\u91d1\u984d\u304c\u66f8\u304b\u308c\u3066\u3044\u3066\u3001**\u4ed6\u306e\u5b50\u4f1a\u793e\u306b\u898b\u305b\u3066\u3088\u3044\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6587\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306e `acl_info` \u306b\u3001\u305d\u306e\u4f1a\u793e\u306e\u62c5\u5f53\u306e\u30b0\u30eb\u30fc\u30d7\u3068\u9023\u7d50\u306e\u62c5\u5f53\u306e\u30b0\u30eb\u30fc\u30d7\u306e `group_id` \u3092\u66f8\u304d\u307e\u3059\u3002**\u5168\u793e\u306b\u901a\u7528\u3059\u308b\u8cea\u7591\u306f\u3001\u4f1a\u793e\u540d\u3068\u91d1\u984d\u3092\u9664\u3044\u305f\u5171\u901a\u306e\u7248\u3092\u9023\u7d50\u306e\u62c5\u5f53\u304c\u4f5c\u308a\u3001\u5168\u54e1\u306b\u898b\u305b\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u8981\u9818\u3092\u30b7\u30fc\u30c8\u306e\u5358\u4f4d\u3067\u5206\u3051\u308b** \u2026 1\u3064\u306ePDF\u306b\u5168\u30b7\u30fc\u30c8\u304c\u5165\u3063\u3066\u3044\u308b\u3082\u306e\u306f\u3001\u30b7\u30fc\u30c8\u3054\u3068\u306b\u5206\u3051\u307e\u3059\n2. **\u53d6\u5f15\u304b\u3089\u30b7\u30fc\u30c8\u3092\u5f15\u304f\u7d22\u5f15\u3092\u4f5c\u308b** \u2026 \u300c\u89aa\u4f1a\u793e\u304b\u3089\u306e\u4ed5\u5165\u306e\u5728\u5eab\u6b8b\u2192\u5185\u90e8\u53d6\u5f15\u306e\u30b7\u30fc\u30c8\u306e\u5728\u5eab\u306e\u6b04\u300d\u306e\u3088\u3046\u306a\u5bfe\u5fdc\u3092\u8868\u306b\u3057\u3001\u8981\u9818\u3068\u4e00\u7dd2\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\n3. **\u7248\u306e\u9069\u7528\u958b\u59cb\u3068\u7d42\u4e86\u3092\u4ed8\u3051\u308b** \u2026 \u6539\u8a02\u306e\u305f\u3073\u306b\u3001\u65e7\u7248\u306b\u7d42\u4e86\u306e\u6708\u3092\u66f8\u304d\u307e\u3059\n4. **\u904e\u53bb\u306e\u8cea\u7591\u3092\u6574\u3048\u308b** \u2026 \u56de\u7b54\u306e\u6839\u62e0\u306e\u30da\u30fc\u30b8\u3092\u66f8\u304d\u6dfb\u3048\u3001\u4eca\u306e\u8981\u9818\u3067\u901a\u7528\u3057\u306a\u3044\u56de\u7b54\u306b\u306f\u7d42\u4e86\u306e\u6708\u3092\u4ed8\u3051\u307e\u3059\n5. **\u5171\u901a\u306e\u8cea\u7591\u3092\u4f5c\u308b** \u2026 \u8907\u6570\u306e\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\u8cea\u554f\u306f\u3001\u4f1a\u793e\u540d\u3068\u91d1\u984d\u3092\u9664\u3044\u3066\u5171\u901a\u306e\u7248\u306b\u3057\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\n7. **\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u308b** \u2026 \u4f1a\u793e\u3054\u3068\u306e\u8cea\u7591\u306b `acl_info` \u3092\u4ed8\u3051\u307e\u3059\n\n**2\u756a\u76ee\u306e\u7d22\u5f15\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08b\uff09\u306e\u3068\u304a\u308a\u3001\u5b50\u4f1a\u793e\u306e\u7591\u554f\u306f\u53d6\u5f15\u306e\u5074\u304b\u3089\u6765\u308b\u306e\u306b\u3001\u8981\u9818\u306f\u30b7\u30fc\u30c8\u306e\u9806\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u7d22\u5f15\u304c\u7121\u3044\u3068\u3001\u691c\u7d22\u306f\u53d6\u5f15\u306e\u8a00\u8449\u3068\u30b7\u30fc\u30c8\u306e\u8a00\u8449\u306e\u305a\u308c\u3092\u57cb\u3081\u3089\u308c\u307e\u305b\u3093\u3002** \u7d22\u5f15\u306f\u3001\u9023\u7d50\u306e\u62c5\u5f53\u304c\u904e\u53bb\u306e\u8cea\u7591\u304b\u3089\u300c\u3053\u306e\u8cea\u554f\u306f\u3053\u306e\u30b7\u30fc\u30c8\u300d\u3068\u62fe\u3063\u3066\u4f5c\u308a\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\u306e\u3042\u3068\u3067\u306f\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** \u8981\u9818\u306e\u6b04\u306e\u8aac\u660e\u306f\u77ed\u304f\u3001\u898b\u51fa\u3057\u304c\u7121\u3044\u3068\u3069\u306e\u30b7\u30fc\u30c8\u306e\u6b04\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\u8981\u9818\u306e\u69d8\u5f0f\u306e\u898b\u672c\u304c\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u306a\u3089\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u8868\u3068\u3057\u3066\u8aad\u307e\u305b\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u805e\u304d\u53d6\u3063\u305f\u6761\u4ef6\u306b\u5f53\u305f\u308b\u8981\u9818\u3068\u65b9\u91dd\u66f8\u3068\u8cea\u7591\u306e\u8a18\u8f09\u3092\u898b\u3064\u3051\u3001\u3069\u306e\u30b7\u30fc\u30c8\u306e\u3069\u306e\u6b04\u306b\u4f55\u3092\u66f8\u304f\u304b\u3092\u3001\u51fa\u5178\u3092\u4ed8\u3051\u3066\u77ed\u304f\u8fd4\u3059\u3053\u3068\u3067\u3059\u3002** \u4f55\u3092\u805e\u304d\u8fd4\u3059\u304b\u3001\u4f55\u3092\u56de\u3059\u304b\u306f\u3001\u78ba\u8a8d\u9805\u76ee\u306e\u8868\u3067\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u307e\u3059\u3002\n\n| \u8981\u7d20 | \u4e2d\u8eab | \u6839\u62e0 |\n|:--|:--|:--|\n| \u66f8\u304f\u5834\u6240 | \u30b7\u30fc\u30c8\u306e\u540d\u524d\u3068\u6b04\u306e\u540d\u524d | \u8a18\u5165\u8981\u9818\u3068\u7d22\u5f15 |\n| \u66f8\u304f\u5185\u5bb9 | \u6b04\u306b\u5165\u308c\u308b\u5024\u306e\u7a2e\u985e\uff08\u671f\u672b\u6b8b\u9ad8\u3001\u671f\u4e2d\u306e\u53d6\u5f15\u9ad8\u306a\u3069\uff09 | \u8a18\u5165\u8981\u9818 |\n| \u6ce8\u610f\u70b9 | \u76f8\u624b\u5148\u30b3\u30fc\u30c9\u306e\u4ed8\u3051\u65b9\u3001\u901a\u8ca8\u3001\u7b26\u53f7 | \u8a18\u5165\u8981\u9818\u3068\u65b9\u91dd\u66f8 |\n| \u904e\u53bb\u306e\u4f8b | \u540c\u3058\u4f1a\u793e\u307e\u305f\u306f\u5171\u901a\u306e\u8cea\u7591 | \u904e\u53bb\u306e\u8cea\u7591 |\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\u8fd4\u3057\u3068\u7d9a\u3051\u3066\u306e\u8cea\u554f\u3092\u3064\u306a\u3050 |\n| `includeCitations` | \u6709\u52b9 | \u56de\u7b54\u306b\u8981\u9818\u306e\u30da\u30fc\u30b8\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u8981\u9818\u306b\u7121\u3044\u8a71\u306b\u7b54\u3048\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u3042\u3044\u3055\u3064\u3084\u96d1\u8ac7\u3067\u691c\u7d22\u3057\u306a\u3044 |\n| `filter` | \u30b7\u30fc\u30c8\u3001\u7248\u3001\u5bfe\u8c61 | \u5831\u544a\u306e\u6708\u306b\u52b9\u304f\u7248\u3068\u3001\u81ea\u793e\u5411\u3051\u306e\u8a18\u8f09\u3060\u3051\u306b\u3059\u308b |\n| `userPseudoId` | \u62c5\u5f53\u3054\u3068\u306e\u4eee\u306e\u8b58\u5225\u5b50 | \u8cea\u7591\u306e\u8a18\u9332\u3068\u7d50\u3073\u3064\u3051\u308b |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n**\u691c\u7d22\u306f\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u62c5\u5f53\u306e ID \u3067\u884c\u3044\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5e83\u3044\u6a29\u9650\u3067\u691c\u7d22\u3059\u308b\u3068\u3001**\u4ed6\u306e\u5b50\u4f1a\u793e\u306e\u8cea\u7591\u304c\u3001\u53d6\u5f15\u306e\u5185\u5bb9\u3068\u91d1\u984d\u3054\u3068\u56de\u7b54\u306b\u5165\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u4f1a\u8a08\u51e6\u7406\u306e\u65b9\u6cd5\u306e\u5224\u65ad | \u65b9\u91dd\u306e\u89e3\u91c8\u306f\u9023\u7d50\u306e\u62c5\u5f53\u304c\u884c\u3046 |\n| \u91d1\u984d\u306e\u8a08\u7b97\u3084\u3001\u4ed5\u8a33\u306e\u4f5c\u6210 | \u5b50\u4f1a\u793e\u306e\u5e33\u7c3f\u306e\u6570\u5024\u3092\u57fa\u306b\u5b50\u4f1a\u793e\u304c\u4f5c\u308b |\n| \u91cd\u8981\u6027\u306e\u5224\u65ad | \u30b0\u30eb\u30fc\u30d7\u306e\u57fa\u6e96\u3068\u4e8b\u6848\u3054\u3068\u306e\u5224\u65ad |\n| \u4e00\u822c\u7684\u306a\u4f1a\u8a08\u57fa\u6e96\u306e\u77e5\u8b58\u3067\u88dc\u3046 | \u30b0\u30eb\u30fc\u30d7\u306e\u65b9\u91dd\u66f8\u3068\u9055\u3044\u3046\u308b |\n| \u4ed6\u306e\u5b50\u4f1a\u793e\u306e\u4f8b\u5916\u306e\u5f53\u3066\u306f\u3081 | \u4f8b\u5916\u306f\u4f1a\u793e\u3054\u3068\u306b\u8a8d\u3081\u305f\u3082\u306e |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u56de\u7b54\u3092\u4f5c\u308b\u30e2\u30c7\u30eb\u306f\u3001\u4e00\u822c\u7684\u306a\u9023\u7d50\u306e\u5b9f\u52d9\u3092\u77e5\u3063\u3066\u3044\u307e\u3059\u3002**\u305d\u308c\u3067\u88dc\u3046\u3068\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u8981\u9818\u306b\u7121\u3044\u300c\u3053\u306e\u5834\u5408\u306f\u6d88\u53bb\u306e\u5bfe\u8c61\u5916\u300d\u304c\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u6c7a\u307e\u308a\u306e\u3088\u3046\u306b\u5c4a\u304d\u307e\u3059\u3002** \u4f55\u3092\u66f8\u304f\u304b\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u8981\u9818\u306b\u3057\u304b\u66f8\u3044\u3066\u3042\u308a\u307e\u305b\u3093\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\u4f01\u696d\u30b0\u30eb\u30fc\u30d7\u306e\u89aa\u4f1a\u793e\u306e\u9023\u7d50\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\n\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u304b\u3089\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f8\u304d\u65b9\u306e\u8cea\u554f\u306b\u7b54\u3048\u307e\u3059\u3002\n\u8aad\u3080\u306e\u306f\u3001\u7de0\u3081\u306e\u671f\u9650\u306e\u4e2d\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f8\u3044\u3066\u3044\u308b\u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u4f1a\u793e\u30b3\u30fc\u30c9\u3001\u5831\u544a\u306e\u6708\u3001\u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u3001\n\u805e\u304d\u53d6\u3063\u305f\u6761\u4ef6\uff08\u53d6\u5f15\u306e\u76f8\u624b\u3001\u53d6\u5f15\u306e\u7a2e\u985e\u3001\u901a\u8ca8\uff09\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\u305d\u306e\u6761\u4ef6\u306b\u5f53\u305f\u308b\u8a18\u8f09\u3060\u3051\u3092\u4f7f\u3063\u3066\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u6700\u521d\u306b\u3001\u66f8\u304f\u5834\u6240\uff08\u30b7\u30fc\u30c8\u306e\u540d\u524d\u3068\u6b04\u306e\u540d\u524d\uff09\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u6b21\u306b\u3001\u305d\u306e\u6b04\u306b\u66f8\u304f\u5024\u306e\u7a2e\u985e\u3092\u3001\u8981\u9818\u306e\u8a00\u8449\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u76f8\u624b\u5148\u30b3\u30fc\u30c9\u3001\u901a\u8ca8\u3001\u7b26\u53f7\u306e\u6ce8\u610f\u304c\u3042\u308c\u3070\u3001\u7b87\u6761\u66f8\u304d\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n4. \u6700\u5f8c\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u8981\u9818\u306e\u7248\u3068\u30da\u30fc\u30b8\u3001\u8cea\u7591\u304c\u3042\u308c\u3070\u305d\u306e\u65e5\u4ed8\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  \u4e00\u822c\u7684\u306a\u4f1a\u8a08\u57fa\u6e96\u3084\u9023\u7d50\u306e\u5b9f\u52d9\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f1a\u8a08\u51e6\u7406\u306e\u65b9\u6cd5\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u51e6\u7406\u306e\u65b9\u6cd5\u3092\u805e\u304b\u308c\u305f\u3068\u304d\u306f\u300c\u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u4ed5\u8a33\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91cd\u8981\u6027\u306e\u6709\u7121\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u805e\u304d\u53d6\u3063\u305f\u6761\u4ef6\u3068\u9055\u3046\u6761\u4ef6\u306e\u66f8\u304d\u65b9\u3092\u4e26\u3079\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u8a18\u5165\u8981\u9818\u3068\u4f1a\u8a08\u65b9\u91dd\u66f8\u306b\u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u300d\n  \u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ed6\u306e\u4f1a\u793e\u306e\u540d\u524d\u3068\u91d1\u984d\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u4f1a\u8a08\u51e6\u7406\u306e\u65b9\u6cd5\u3092\u5224\u65ad\u3057\u306a\u3044\u300d\u304c\u3001\u3053\u306e\u6307\u793a\u306e\u8981\u3067\u3059\u3002** \u5b50\u4f1a\u793e\u306e\u8cea\u554f\u306f\u300c\u3069\u3053\u306b\u66f8\u304f\u304b\u300d\u306e\u5f62\u3067\u5c4a\u304d\u307e\u3059\u304c\u3001**\u4e2d\u8eab\u304c\u300c\u6d88\u53bb\u306e\u5bfe\u8c61\u306b\u306a\u308b\u304b\u300d\u3068\u3044\u3046\u51e6\u7406\u306e\u5224\u65ad\u3067\u3042\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u30e2\u30c7\u30eb\u306f\u8981\u9818\u306e\u8fd1\u3044\u8a18\u8f09\u3092\u624b\u304c\u304b\u308a\u306b\u7b54\u3048\u3092\u4f5c\u308c\u3066\u3057\u307e\u3046\u306e\u3067\u3001**\u51e6\u7406\u306e\u65b9\u6cd5\u306b\u89e6\u308c\u308b\u8cea\u554f\u306f\u3001\u7b54\u3048\u3089\u308c\u3066\u3082\u7b54\u3048\u3055\u305b\u307e\u305b\u3093\u3002**\n\n**\u691c\u7d22\u306e\u6587\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u4f8b\u3048\u3070\u300c\u4f1a\u793e\uff1aC014\uff08\u56fd\u5185\u30013\u6708\u6c7a\u7b97\uff09\u3001\u5831\u544a\u306e\u6708\uff1a2026\u5e749\u6708\u3001\u30b7\u30fc\u30c8\uff1a\u5185\u90e8\u53d6\u5f15\u3001\u76f8\u624b\uff1a\u89aa\u4f1a\u793e\u3001\u53d6\u5f15\uff1a\u90e8\u54c1\u306e\u4ed5\u5165\u3001\u5728\u5eab\u6b8b\u3042\u308a\u3001\u901a\u8ca8\uff1a\u5186\u3002\u66f8\u304f\u5834\u6240\u3068\u66f8\u304f\u5024\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001**\u78ba\u8a8d\u9805\u76ee\u3092\u8868\u306e\u9806\u306b\u4e26\u3079\u3001\u62c5\u5f53\u306e\u8cea\u554f\u306e\u6587\u3092\u6700\u5f8c\u306b\u8db3\u3057\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\u30c1\u30e3\u30c3\u30c8\u3068\u8a18\u9332\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_id\": \"\",\n  \"session_id\": \"\",\n  \"company_code\": \"\",\n  \"report_month\": \"\",\n  \"sheet\": \"intercompany | receivable_payable | fixed_assets | other\",\n  \"conditions\": { \"counterparty\": \"\", \"transaction\": \"\", \"currency\": \"\", \"first_time\": false },\n  \"status\": \"answered | escalated | skipped\",\n  \"escalate_reason\": \"judgment | first_time | not_in_manual | version_mismatch | skipped | user_request | none\",\n  \"answer_text\": \"\",\n  \"manual_refs\": [ { \"version\": \"\", \"sheet\": \"\", \"page\": \"\", \"uri\": \"\" } ],\n  \"qa_refs\": [ { \"date\": \"\", \"scope\": \"all | company\", \"uri\": \"\" } ],\n  \"feedback\": \"resolved | escalated_after | wrong | none\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`conditions` \u3092\u56de\u7b54\u3068\u4e00\u7dd2\u306b\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u9023\u7d50\u306e\u62c5\u5f53\u3078\u56de\u3059\u3068\u304d\u3001**\u805e\u304d\u53d6\u308a\u6e08\u307f\u306e\u6761\u4ef6\u304c\u305d\u306e\u307e\u307e\u6e21\u308b\u306e\u3067\u3001\u62c5\u5f53\u306f\u805e\u304d\u76f4\u3055\u305a\u306b\u5224\u65ad\u306b\u5165\u308c\u307e\u3059\u3002** \u8aa4\u3063\u305f\u56de\u7b54\u304c\u51fa\u305f\u3068\u304d\u3082\u3001\u3069\u306e\u6761\u4ef6\u3067\u691c\u7d22\u3057\u305f\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`manual_refs` \u306e `version` \u3067\u691c\u67fb\u304c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u51fa\u5178\u306e\u7248\u304c\u5831\u544a\u306e\u6708\u306b\u52b9\u3044\u3066\u3044\u306a\u3044\u56de\u7b54\u3092\u898b\u3064\u3051\u305f\u3089\u3001**\u56de\u7b54\u3092\u51fa\u3055\u305a\u306b `version_mismatch` \u3067\u56de\u3057\u307e\u3059\u3002** \u7d5e\u308a\u8fbc\u307f\u306e\u8a2d\u5b9a\u3092\u8aa4\u3063\u305f\u3068\u304d\u306e\u6700\u5f8c\u306e\u6b6f\u6b62\u3081\u3067\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`escalate_reason` \u3067\u56de\u3063\u305f\u7406\u7531\u3092\u6570\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `not_in_manual` \u304c\u591a\u3044\u30b7\u30fc\u30c8\u306f\u8981\u9818\u306e\u66f8\u304d\u8db3\u3057\u304c\u8981\u308a\u3001**`judgment` \u304c\u591a\u3044\u53d6\u5f15\u306f\u65b9\u91dd\u66f8\u306e\u66f8\u304d\u8db3\u3057\u304c\u8981\u308a\u307e\u3059\u3002** \u6708\u3054\u3068\u306b\u6570\u3048\u3066\u3001\u8981\u9818\u306e\u6b21\u306e\u6539\u8a02\u306e\u6750\u6599\u306b\u3057\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30b0\u30eb\u30fc\u30d7\u306e\u30dd\u30fc\u30bf\u30eb\u306e\u30c1\u30e3\u30c3\u30c8 | \u793e\u5185\u5411\u3051\u306e\u753b\u9762 | \u8cea\u554f\u3092\u53d7\u3051\u3001\u805e\u304d\u8fd4\u3057\u3068\u56de\u7b54\u3092\u8868\u793a\u3059\u308b |\n| \u30b0\u30eb\u30fc\u30d7\u306e ID \u57fa\u76e4 | Workforce Identity Federation | \u62c5\u5f53\u306e\u4f1a\u793e\u3067\u7d5e\u308a\u8fbc\u307f\u3068\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u6c7a\u3081\u308b |\n| \u4f1a\u793e\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u6c7a\u7b97\u65e5\u3001\u6a5f\u80fd\u901a\u8ca8\u3001\u65b9\u91dd\u306e\u4f8b\u5916\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u62c5\u5f53\u306e ID \u3067\u3001\u8981\u9818\u30fb\u65b9\u91dd\u66f8\u30fb\u8cea\u7591\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308b |\n| \u9023\u7d50\u306e\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217 | \u66f8\u304d\u8fbc\u307f | \u56de\u3059\u8cea\u554f\u3092\u3001\u6761\u4ef6\u3068\u4e00\u7dd2\u306b\u8f09\u305b\u308b |\n| \u8cea\u7591\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u8cea\u554f\u30fb\u6761\u4ef6\u30fb\u56de\u7b54\u30fb\u8a55\u4fa1\u3092\u6b8b\u3059 |\n\n**\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u9023\u7d50\u306e\u4ed5\u7d44\u307f\u306b\u306f\u3001\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u66f8\u304d\u65b9\u306e\u6848\u5185\u307e\u3067\u3067\u3001**\u6570\u5024\u3092\u5165\u308c\u308b\u306e\u306f\u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u3001\u9023\u7d50\u306e\u51e6\u7406\u3092\u3059\u308b\u306e\u306f\u89aa\u4f1a\u793e\u306e\u62c5\u5f53\u3067\u3059\u3002** \u66f8\u304d\u8fbc\u307f\u3092\u8db3\u3059\u3068\u3001\u6848\u5185\u306e\u8aa4\u308a\u304c\u305d\u306e\u307e\u307e\u9023\u7d50\u306e\u6570\u5024\u306b\u5165\u308a\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u306f\u3001\u56de\u7b54\u3092\u8aad\u3093\u3060\u3042\u3068\u5fc5\u305a\u51fa\u5178\u306e\u8981\u9818\u306e\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u304b\u3089\u66f8\u304d\u307e\u3059\u3002** \u56de\u7b54\u306f\u300c\u3069\u306e\u30b7\u30fc\u30c8\u306e\u3069\u306e\u6b04\u304b\u300d\u3092\u793a\u3059\u3082\u306e\u3067\u3001**\u6b04\u306e\u7d30\u304b\u3044\u66f8\u304d\u65b9\u306e\u4f8b\u306f\u8981\u9818\u306e\u539f\u6587\u306b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002**\n\n1. **\u7248\u3068\u30da\u30fc\u30b8\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5831\u544a\u306e\u6708\u306e\u7248\u306e\u8981\u9818\u304b\u3001\u30da\u30fc\u30b8\u304c\u8cea\u554f\u306e\u30b7\u30fc\u30c8\u304b\u3092\u898b\u307e\u3059\n2. **\u6761\u4ef6\u304c\u53d6\u5f15\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b** \u2026 \u805e\u304d\u8fd4\u3057\u3067\u9078\u3093\u3060\u5024\u304c\u3001\u5b9f\u969b\u306e\u53d6\u5f15\u3068\u9055\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n3. **\u8a55\u4fa1\u3092\u4ed8\u3051\u308b** \u2026 \u89e3\u6c7a\u3057\u305f\uff0f\u62c5\u5f53\u3078\u56de\u3057\u305f\uff0f\u8aa4\u308a\u3092\u9078\u3073\u307e\u3059\n\n**2\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u76f8\u624b\u304c\u89aa\u4f1a\u793e\u304b\u5144\u5f1f\u4f1a\u793e\u304b\u3092\u53d6\u308a\u9055\u3048\u308b\u3068\u3001**\u76f8\u624b\u5148\u30b3\u30fc\u30c9\u306e\u9055\u3046\u6b04\u306b\u66f8\u304f\u3053\u3068\u306b\u306a\u308a\u3001\u89aa\u4f1a\u793e\u306e\u7167\u5408\u3067\u5dee\u7570\u3068\u3057\u3066\u51fa\u307e\u3059\u3002** \u56de\u7b54\u306e\u4e0a\u306b\u3001\u9078\u3093\u3060\u6761\u4ef6\u3092\u5fc5\u305a\u4e26\u3079\u3066\u8868\u793a\u3057\u307e\u3059\u3002\n\n**\u9023\u7d50\u306e\u62c5\u5f53\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3060\u3051\u3092\u898b\u307e\u3059\u3002** \u5224\u65ad\u3092\u7b54\u3048\u305f\u3089\u3001**\u305d\u306e\u5185\u5bb9\u3092\u65b9\u91dd\u66f8\u304b\u8981\u9818\u306b\u8db3\u3059\u304b\u3092\u3001\u6708\u6b21\u306e\u7de0\u3081\u306e\u3042\u3068\u306b\u307e\u3068\u3081\u3066\u898b\u76f4\u3057\u307e\u3059\u3002** \u5171\u901a\u306b\u901a\u7528\u3059\u308b\u3082\u306e\u306f\u3001\u4f1a\u793e\u540d\u3068\u91d1\u984d\u3092\u9664\u3044\u3066\u5171\u901a\u306e\u8cea\u7591\u306b\u3057\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001300\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef65\u5206\u3067\u3059\u3002** \u56de\u7b54\u3067\u89e3\u6c7a\u3057\u305f\u8cea\u554f\u306e\u8a18\u9332\u306e\u78ba\u8a8d\u3068\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3092\u62c5\u5f53\u304c\u7b54\u3048\u308b\u6642\u9593\u306e\u5e73\u5747\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30b7\u30fc\u30c8\u306e\u7a2e\u985e\u304c\u5224\u5b9a\u3067\u304d\u306a\u3044 | \u4e3b\u306a\u30b7\u30fc\u30c8\u306e\u4e00\u89a7\u3092\u9078\u629e\u80a2\u3067\u793a\u3057\u3001\u9078\u3093\u3067\u3082\u3089\u3046 |\n| \u78ba\u8a8d\u9805\u76ee\u306b\u300c\u5206\u304b\u3089\u306a\u3044\u300d\u304c\u9078\u3070\u308c\u308b | \u691c\u7d22\u305b\u305a\u3001\u78ba\u304b\u3081\u308b\u9805\u76ee\u3068\u3057\u3066\u793a\u3059\u3002**\u78ba\u304b\u3081\u3066\u304b\u3089\u540c\u3058\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u7d9a\u3051\u3066\u3082\u3089\u3046** |\n| \u300c\u521d\u3081\u3066\u306e\u53d6\u5f15\u300d\u304c\u9078\u3070\u308c\u308b | \u5185\u5bb9\u306b\u304b\u304b\u308f\u3089\u305a `first_time` \u3067\u56de\u3059 |\n| \u51e6\u7406\u306e\u65b9\u6cd5\u3092\u805e\u304f\u8cea\u554f | \u7b54\u3048\u3092\u4f5c\u3089\u305a `judgment` \u3067\u56de\u3059 |\n| \u8981\u9818\u306b\u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u7121\u3044 | `not_in_manual` \u3067\u56de\u3059 |\n| \u51fa\u5178\u306e\u7248\u304c\u5831\u544a\u306e\u6708\u3068\u5408\u308f\u306a\u3044 | \u56de\u7b54\u3092\u51fa\u3055\u305a `version_mismatch` \u3067\u56de\u3059 |\n| \u7de0\u3081\u306e\u6700\u7d42\u65e5\u306b\u56de\u308b\u8cea\u554f\u304c\u591a\u3044 | \u5f85\u3061\u884c\u5217\u3092\u63d0\u51fa\u671f\u9650\u306e\u8fd1\u3044\u4f1a\u793e\u306e\u9806\u306b\u4e26\u3079\u308b |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u300c\u56de\u7b54\u3092\u4f5c\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u8868\u793a\u3057\u3001\u9023\u7d50\u306e\u62c5\u5f53\u306e\u9023\u7d61\u5148\u3092\u793a\u3059 |\n| \u62c5\u5f53\u304c\u300c\u89aa\u4f1a\u793e\u3068\u8a71\u3057\u305f\u3044\u300d\u3068\u66f8\u304f | \u305d\u306e\u6642\u70b9\u306e\u6761\u4ef6\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u3078\u56de\u3059 |\n\n**7\u884c\u76ee\u306f\u3001\u904b\u7528\u306e\u7d04\u675f\u3068\u3057\u3066\u5b50\u4f1a\u793e\u306b\u4f1d\u3048\u3066\u304a\u304d\u307e\u3059\u3002** \u7de0\u3081\u306e\u6700\u7d42\u65e5\u306f\u56de\u308b\u8cea\u554f\u3082\u5897\u3048\u3001**\u63d0\u51fa\u671f\u9650\u306e\u8fd1\u3044\u4f1a\u793e\u304b\u3089\u7b54\u3048\u306a\u3044\u3068\u3001\u9023\u7d50\u306e\u4f5c\u696d\u304c\u6b62\u307e\u308a\u307e\u3059\u3002** \u5f85\u3061\u884c\u5217\u306b\u4f1a\u793e\u3054\u3068\u306e\u63d0\u51fa\u671f\u9650\u3092\u4ed8\u3051\u3066\u4e26\u3079\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u306e\u6587\u3001\u9078\u3093\u3060\u78ba\u8a8d\u9805\u76ee\u306e\u5024\u3001\u65e5\u6642\u3001\u4f1a\u793e\u30b3\u30fc\u30c9\u3001\u5831\u544a\u306e\u6708\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d44\u307f\u7acb\u3066\u305f\u691c\u7d22\u306e\u6587\u3068\u3001\u4f7f\u3063\u305f\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u56de\u7b54\u3001\u51fa\u5178\u3001\u56de\u7b54\u3057\u306a\u304b\u3063\u305f\u7406\u7531\uff09\n- \u56de\u3059\u30fb\u56de\u3055\u306a\u3044\u306e\u5224\u5b9a\u3068\u3001\u305d\u306e\u7406\u7531\n- \u62c5\u5f53\u306e\u8a55\u4fa1\u3068\u3001**\u9023\u7d50\u306e\u62c5\u5f53\u304c\u6700\u7d42\u7684\u306b\u7b54\u3048\u305f\u5185\u5bb9**\n- **\u305d\u306e\u3068\u304d\u52b9\u3044\u3066\u3044\u305f\u8981\u9818\u3068\u65b9\u91dd\u66f8\u306e\u7248**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u76e3\u67fb\u3067\u52b9\u304d\u307e\u3059\u3002** \u9023\u7d50\u306e\u6570\u5024\u306b\u8aa4\u308a\u304c\u898b\u3064\u304b\u308a\u3001\u300c\u5b50\u4f1a\u793e\u306f\u306a\u305c\u305d\u306e\u6b04\u306b\u66f8\u3044\u305f\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u308b\u3068\u304d\u3001**\u5f53\u6642\u306e\u8981\u9818\u306e\u7248\u3068\u3001\u305d\u306e\u3068\u304d\u8fd4\u3057\u305f\u56de\u7b54\u304c\u8981\u308a\u307e\u3059\u3002** \u8981\u9818\u306e\u6539\u8a02\u306e\u305f\u3073\u306b\u3001\u7248\u306e\u4e00\u89a7\u3092\u6b8b\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u3068\u5148\u3005\u6708\u306e\u8cea\u7591\u306e\u4e00\u89a7\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u5185\u90e8\u53d6\u5f15\u306e\u8cea\u554f\u3068\u3001\u51e6\u7406\u306e\u5224\u65ad\u304c\u8981\u3063\u305f\u8cea\u554f\u3092\u6570\u4ef6\u5165\u308c\u308b**\uff09\n2. \u305d\u306e30\u4ef6\u306b\u3064\u3044\u3066\u3001\u62c5\u5f53\u304c\u3069\u306e\u8981\u9818\u306e\u30da\u30fc\u30b8\u3092\u898b\u3066\u3001\u3069\u3046\u7b54\u3048\u305f\u304b\u3092\u4e00\u89a7\u304b\u3089\u62fe\u3046\n3. \u95a2\u4fc2\u3059\u308b\u30b7\u30fc\u30c8\u306e\u8981\u9818\u3068\u65b9\u91dd\u66f8\u3092\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cc7\u6599\u3068\u3057\u3066\u8aad\u307f\u8fbc\u307e\u305b\u308b\n4. \u4f1a\u793e\u30fb\u5831\u544a\u306e\u6708\u30fb\u6761\u4ef6\u3092\u4e26\u3079\u3066\u8cbc\u308a\u3001\u300c\u6dfb\u4ed8\u306e\u8cc7\u6599\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u66f8\u304f\u5834\u6240\u3068\u66f8\u304f\u5024\u3092\u30da\u30fc\u30b8\u4ed8\u304d\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u51e6\u7406\u306e\u65b9\u6cd5\u306e\u5224\u65ad\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u56de\u7b54\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u306e\u56de\u7b54\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u30b7\u30fc\u30c8\u30fb\u6b04\u30fb\u30da\u30fc\u30b8\u304c\u51fa\u305f | **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u4e00\u822c\u7684\u306a\u9023\u7d50\u306e\u77e5\u8b58\u3067\u51e6\u7406\u306e\u65b9\u6cd5\u3092\u66f8\u3044\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u53d6\u5f15\u306e\u8a00\u8449\u304b\u3089\u30b7\u30fc\u30c8\u306b\u305f\u3069\u308a\u7740\u3051\u306a\u3044 | **\u53d6\u5f15\u304b\u3089\u30b7\u30fc\u30c8\u3092\u5f15\u304f\u7d22\u5f15\u3092\u4f5c\u308b\u306e\u304c\u5148\u3002** \u691c\u7d22\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**\u62c5\u5f53\u304c\u8a18\u61b6\u3067\u88dc\u3063\u3066\u3044\u305f\u300c\u3053\u306e\u53d6\u5f15\u306f\u3053\u306e\u30b7\u30fc\u30c8\u300d\u304c\u3001\u8981\u9818\u306e\u5074\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002** 30\u4ef6\u306e\u5f53\u6642\u306e\u56de\u7b54\u304b\u3089\u7d22\u5f15\u306e\u6700\u521d\u306e\u884c\u3092\u4f5c\u308a\u3001\u540c\u305830\u4ef6\u3067\u8a66\u3057\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"\u8981\u9818\u3068\u65b9\u91dd\u66f8\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3001\u9023\u7d50\u306e\u62c5\u5f53\u304c\u8cea\u554f\u306e\u6761\u4ef6\u3092\u8cbc\u3063\u3066\u805e\u304f \uff0f \u8981\u9818\u3068\u65b9\u91dd\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u306e\u691c\u7d22","semi_auto_setup":"\u4e0a\u8a18\uff0b\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u9023\u7d50\u306e\u62c5\u5f53\u304c\u30e1\u30fc\u30eb\u3092\u53d7\u3051\u306a\u304c\u3089\u691c\u7d22\u753b\u9762\u3067\u805e\u304f \uff0f \u6839\u62e0\u4ed8\u304d\u306e\u56de\u7b54\u3068\u3001\u5831\u544a\u306e\u6708\u306b\u5408\u3063\u305f\u7248\u306e\u9078\u629e","full_setup":"\u4e0a\u8a18\uff0b\u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u304c\u30c1\u30e3\u30c3\u30c8\u3067\u76f4\u63a5\u805e\u304d\u3001\u805e\u304d\u8fd4\u3057\u3068\u56de\u3059\u5224\u65ad\u3001\u95b2\u89a7\u306e\u7bc4\u56f2\u306e\u51fa\u3057\u5206\u3051\u3092\u884c\u3046 \uff0f \u8cea\u554f\u306e\u805e\u304d\u53d6\u308a\u304b\u3089\u56de\u7b54\u30fb\u5f15\u304d\u7d99\u304e\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef614\u5206\u304c9\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u63a2\u3059\u6642\u9593\u306f\u7e2e\u307f\u307e\u3059\u304c\u3001\u30e1\u30fc\u30eb\u306e\u805e\u304d\u8fd4\u3057\u3068\u3001\u9023\u7d50\u306e\u62c5\u5f53\u304c\u5168\u4ef6\u3092\u53d7\u3051\u308b\u5f62\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30675\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**\u805e\u304d\u8fd4\u3057\u304c\u30c1\u30e3\u30c3\u30c8\u306e\u9078\u629e\u80a2\u306b\u79fb\u308a\u3001\u8981\u9818\u306b\u7b54\u3048\u306e\u3042\u308b\u8cea\u554f\u304c\u89aa\u4f1a\u793e\u3092\u901a\u3089\u305a\u306b\u5b50\u4f1a\u793e\u3067\u5b8c\u7d50\u3059\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e1\u304b\u6708\u3067\u3001**\u9023\u7d50\u306e\u62c5\u5f53\u304c\u6700\u521d\u306b\u4f55\u3092\u805e\u304d\u8fd4\u3057\u3066\u3044\u308b\u304b**\u3092\u8a18\u9332\u304b\u3089\u62fe\u3044\u307e\u3059\u3002\u305d\u308c\u304c\u78ba\u8a8d\u9805\u76ee\u306e\u8868\u306e\u5143\u306b\u306a\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u51e6\u7406\u306e\u65b9\u6cd5\u306e\u5224\u65ad\u307e\u3067\u7b54\u3048\u308b | \u51e6\u7406\u306b\u89e6\u308c\u308b\u8cea\u554f\u306f**\u7b54\u3048\u3089\u308c\u3066\u3082\u7b54\u3048\u3055\u305b\u306a\u3044\u3002** \u56de\u3059\u6761\u4ef6\u3092\u8868\u306b\u66f8\u304f |\n| \u4e00\u822c\u7684\u306a\u9023\u7d50\u306e\u77e5\u8b58\u3067\u88dc\u3046 | \u691c\u7d22\u7d50\u679c\u306e\u6587\u66f8\u3060\u3051\u3067\u7b54\u3048\u308b\u3088\u3046\u6307\u793a\u3057\u3001\u51fa\u5178\u306e\u7121\u3044\u6587\u3092\u8868\u793a\u3057\u306a\u3044 |\n| \u53d6\u5f15\u306e\u8a00\u8449\u304b\u3089\u30b7\u30fc\u30c8\u306b\u305f\u3069\u308a\u7740\u3051\u306a\u3044 | \u53d6\u5f15\u304b\u3089\u30b7\u30fc\u30c8\u3092\u5f15\u304f\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u8981\u9818\u3068\u4e00\u7dd2\u306b\u53d6\u308a\u8fbc\u3080 |\n| \u53e4\u3044\u7248\u306e\u8981\u9818\u3067\u7b54\u3048\u308b | \u7248\u306b\u9069\u7528\u958b\u59cb\u3068\u7d42\u4e86\u3092\u4ed8\u3051\u3001**\u5831\u544a\u306e\u6708\u3067\u7d5e\u308a\u8fbc\u3080** |\n| \u4ed6\u306e\u5b50\u4f1a\u793e\u306e\u8cea\u7591\u304c\u898b\u3048\u308b | `acl_info` \u3092\u4ed8\u3051\u3001**\u62c5\u5f53\u306e ID \u3067\u691c\u7d22\u3059\u308b** |\n| \u4ed6\u793e\u5411\u3051\u306e\u4f8b\u5916\u304c\u7b54\u3048\u306b\u6df7\u3056\u308b | \u5bfe\u8c61\uff08\u5168\u793e\u5171\u901a\uff0f\u4f1a\u793e\u30b3\u30fc\u30c9\uff09\u3067\u7d5e\u308a\u8fbc\u3080 |\n| \u898b\u51fa\u3057\u306e\u7121\u3044\u65ad\u7247\u3067\u7b54\u3048\u308b | \u4f5c\u6210\u6642\u306b `includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3059\u308b\u3002**\u5f8c\u304b\u3089\u5909\u3048\u3089\u308c\u306a\u3044** |\n| \u540c\u3058\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u30b7\u30fc\u30c8\u3092\u5909\u3048\u308b | \u30b7\u30fc\u30c8\u304c\u5909\u308f\u3063\u305f\u3089\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u59cb\u3081\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u3001\u7b54\u3048\u3068\u3057\u3066\u306f\u6b63\u3057\u304f\u898b\u3048\u308b\u306e\u306b\u3001**\u30b0\u30eb\u30fc\u30d7\u306e\u6c7a\u307e\u308a\u3067\u306f\u306a\u3044\u3001\u307e\u305f\u306f\u89aa\u4f1a\u793e\u304c\u5224\u65ad\u3059\u3079\u304d\u3053\u3068**\u3068\u3044\u3046\u5931\u6557\u3067\u3059\u3002\u56de\u3059\u6761\u4ef6\u3092\u898f\u5247\u3067\u6301\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u5b50\u4f1a\u793e\u306b\u958b\u3051\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**5\u884c\u76ee\u306f\u3001\u6c17\u4ed8\u3044\u305f\u3068\u304d\u306b\u306f\u624b\u9045\u308c\u306b\u306a\u308a\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u4ed6\u306e\u5b50\u4f1a\u793e\u306e\u53d6\u5f15\u306e\u5185\u5bb9\u3068\u91d1\u984d\u304c\u4e00\u5ea6\u3067\u3082\u56de\u7b54\u306b\u51fa\u308b\u3068\u3001**\u30c1\u30e3\u30c3\u30c8\u306e\u5c65\u6b74\u306b\u6b8b\u308a\u3001\u53d6\u308a\u6d88\u305b\u307e\u305b\u3093\u3002** \u672c\u756a\u306e\u524d\u306b\u3001\u5225\u306e\u4f1a\u793e\u306e ID \u3067\u305d\u306e\u4f1a\u793e\u306e\u8cea\u7591\u3092\u72d9\u3063\u305f\u8cea\u554f\u3092\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u30b0\u30eb\u30fc\u30d7\u306e\u4f1a\u8a08\u65b9\u91dd\u66f8\u3001\u8a18\u5165\u8981\u9818\u3001\u904e\u53bb\u306e\u8cea\u7591\u3001\u5b50\u4f1a\u793e\u306e\u62c5\u5f53\u306e\u8cea\u554f\u306e\u6587\u3067\u3059\u3002**\u8cea\u7591\u3068\u8cea\u554f\u306b\u306f\u3001\u5b50\u4f1a\u793e\u306e\u53d6\u5f15\u306e\u5185\u5bb9\u3068\u91d1\u984d\u3001\u3068\u304d\u306b\u306f\u516c\u8868\u524d\u306e\u696d\u7e3e\u306b\u95a2\u308f\u308b\u6570\u5024\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\n\n1. **\u4f1a\u793e\u3054\u3068\u306e\u8cea\u7591\u3092\u51fa\u3057\u5206\u3051\u308b** \u2026 `acl_info` \u3092\u4ed8\u3051\u3001\u691c\u7d22\u306f\u62c5\u5f53\u306e ID \u3067\u884c\u3044\u307e\u3059\n2. **\u8cea\u554f\u306e\u6587\u306b\u91d1\u984d\u3092\u66f8\u304b\u305b\u306a\u3044** \u2026 \u30c1\u30e3\u30c3\u30c8\u306e\u753b\u9762\u306b\u300c\u91d1\u984d\u3084\u53d6\u5f15\u5148\u306e\u540d\u524d\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u8868\u793a\u3057\u3001\u6761\u4ef6\u306f\u9078\u629e\u80a2\u3067\u5165\u308c\u3055\u305b\u307e\u3059\n3. **\u4f1a\u8a08\u51e6\u7406\u306e\u5224\u65ad\u3092AI\u306b\u4f5c\u3089\u305b\u306a\u3044** \u2026 \u51e6\u7406\u306e\u65b9\u6cd5\u3068\u91cd\u8981\u6027\u306f\u9023\u7d50\u306e\u62c5\u5f53\u304c\u6c7a\u3081\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u8981\u9818\u3068\u65b9\u91dd\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3068\u66f8\u304d\u65b9\u306e\u8981\u70b9\u3060\u3051\u3067\u3059**\n4. **\u516c\u8868\u524d\u306e\u6570\u5024\u306e\u6271\u3044\u3092\u6c7a\u3081\u308b** \u2026 \u8cea\u7591\u306e\u8a18\u9332\u306b\u696d\u7e3e\u306b\u95a2\u308f\u308b\u6570\u5024\u304c\u6b8b\u308b\u5834\u5408\u306f\u3001\u8a18\u9332\u306e\u95b2\u89a7\u3092\u9023\u7d50\u306e\u62c5\u5f53\u306b\u9650\u308a\u3001\u4fdd\u5b58\u306e\u671f\u9593\u3092\u6c7a\u3081\u307e\u3059\n5. **\u30b0\u30eb\u30fc\u30d7\u306e\u898f\u7a0b\u3068\u30af\u30e9\u30a6\u30c9\u306e\u5229\u7528\u306e\u624b\u7d9a\u304d\u3092\u5148\u306b\u901a\u3059** \u2026 \u6d77\u5916\u5b50\u4f1a\u793e\u3092\u542b\u3080\u5834\u5408\u306f\u3001\u5404\u56fd\u306e\u5b50\u4f1a\u793e\u306e\u898f\u7a0b\u3067\u3082\u8a8d\u3081\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n6. **\u8cea\u7591\u306e\u8a18\u9332\u306e\u4fdd\u5b58\u306e\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u76e3\u67fb\u3067\u78ba\u304b\u3081\u308b\u671f\u9593\u3060\u3051\u6b8b\u3057\u3001\u671f\u9593\u3092\u904e\u304e\u305f\u3089\u6d88\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u6b04\u306b\u66f8\u304b\u308c\u305f\u6570\u5024\u304c\u9023\u7d50\u306b\u5165\u308b\u3053\u3068\u3068\u3001\u4ed6\u306e\u5b50\u4f1a\u793e\u306e\u53d6\u5f15\u304c\u898b\u3048\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u7248\u306e\u691c\u67fb\u3068\u56de\u3059\u6761\u4ef6\u3067\u3001\u5f8c\u8005\u306f ID \u306b\u3088\u308b\u691c\u7d22\u3067\u9632\u304e\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u898f\u5247\u3068\u8a2d\u5b9a\u3067\u5b88\u308a\u3001AI\u306e\u56de\u7b54\u306e\u6587\u306b\u983c\u308a\u307e\u305b\u3093\u3002**","recommended_for":"\u5b50\u4f1a\u793e\u3092\u6570\u5341\u793e\u6301\u3061\u3001\u6708\u6b21\u3067\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u96c6\u3081\u3066\u9023\u7d50\u306e\u6570\u5024\u3092\u4f5c\u3063\u3066\u3044\u308b\u4f01\u696d\u30b0\u30eb\u30fc\u30d7\u3002\u5b50\u4f1a\u793e\u306e\u7d4c\u7406\u62c5\u5f53\u306e\u5165\u308c\u66ff\u308f\u308a\u304c\u591a\u304f\u3001\u7de0\u3081\u306e\u6570\u65e5\u306b\u8a18\u5165\u65b9\u6cd5\u306e\u8cea\u554f\u304c\u30e1\u30fc\u30eb\u3068\u96fb\u8a71\u3067\u89aa\u4f1a\u793e\u306e\u9023\u7d50\u306e\u62c5\u5f53\u306b\u96c6\u4e2d\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u30b0\u30eb\u30fc\u30d7\u306e\u4f1a\u8a08\u65b9\u91dd\u66f8\u3068\u9023\u7d50\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a18\u5165\u8981\u9818\u304c\u6587\u66f8\u306b\u306a\u3063\u3066\u304a\u308a\u3001\u904e\u53bb\u306e\u8cea\u7591\u3082\u4e00\u89a7\u306b\u6b8b\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u30b0\u30eb\u30fc\u30d7\u306e\u6587\u66f8\u3092 Google Cloud \u306b\u7f6e\u304f\u3053\u3068\u304c\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u898f\u7a0b\u3067\u8a8d\u3081\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u5b50\u4f1a\u793e\u304c\u6570\u793e\u3067\u3001\u8cea\u554f\u304c\u6708\u306b\u5341\u6570\u4ef6\u306e\u5834\u5408\u3002\u8a18\u5165\u8981\u9818\u304c\u7121\u304f\u3001\u8a18\u5165\u306e\u65b9\u6cd5\u304c\u89aa\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u306e\u8aac\u660e\u3060\u3051\u3067\u4f1d\u308f\u3063\u3066\u3044\u308b\u5834\u5408\uff08\u6839\u62e0\u306b\u3059\u308b\u6587\u66f8\u304c\u7121\u3044\u306e\u3067\u3001\u307e\u305a\u8981\u9818\u3092\u66f8\u304f\u306e\u304c\u5148\u3067\u3059\uff09\u3002\u4f1a\u8a08\u51e6\u7406\u306e\u5224\u65ad\u3084\u91cd\u8981\u6027\u306e\u5224\u65ad\u305d\u306e\u3082\u306e\u3092AI\u306b\u4efb\u305b\u305f\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306f\u65b9\u91dd\u66f8\u3068\u8981\u9818\u306e\u8a72\u5f53\u7b87\u6240\u3092\u793a\u3059\u3060\u3051\u3067\u3001\u5224\u65ad\u306f\u9023\u7d50\u306e\u62c5\u5f53\u304c\u884c\u3044\u307e\u3059\uff09\u3002\u9023\u7d50\u3092\u56db\u534a\u671f\u3068\u5e74\u5ea6\u672b\u306b\u3057\u304b\u884c\u308f\u306a\u3044\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a\u53d6\u5f15\u304b\u3089\u30b7\u30fc\u30c8\u3092\u5f15\u304f\u7d22\u5f15\u3092\u4f5c\u308b**\n\n\u904e\u53bb\u534a\u5e74\u306e\u8cea\u7591\u306e\u4e00\u89a7\u304b\u3089\u3001\u300c\u3053\u306e\u53d6\u5f15\u306f\u3053\u306e\u30b7\u30fc\u30c8\u306e\u3053\u306e\u6b04\u300d\u3068\u3044\u3046\u5bfe\u5fdc\u3092\u62fe\u3063\u3066\u8868\u306b\u3057\u307e\u3059\u3002**\u8cea\u554f\u306e\u591a\u3044\u5185\u90e8\u53d6\u5f15\u3001\u50b5\u6a29\u50b5\u52d9\u3001\u672a\u5b9f\u73fe\u5229\u76ca\u306e\u6750\u6599\u306e3\u3064\u304b\u3089**\u59cb\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u3068\u5148\u3005\u6708\u306e\u8cea\u7591\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8981\u9818\u3068\u65b9\u91dd\u66f8\u3068\u7d22\u5f15\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3066\u3001\u6761\u4ef6\u3092\u4e26\u3079\u3066\u805e\u304d\u307e\u3059\u3002**\u51e6\u7406\u306e\u65b9\u6cd5\u306e\u5224\u65ad\u3092\u66f8\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u78ba\u8a8d\u9805\u76ee\u306e\u8868\u3068\u56de\u3059\u6761\u4ef6\u3092\u6c7a\u3081\u308b**\n\n3\u3064\u306e\u30b7\u30fc\u30c8\u306b\u3064\u3044\u3066\u3001\u805e\u304f\u3079\u304d\u6761\u4ef6\u3068\u9078\u629e\u80a2\u3001\u56de\u3059\u6761\u4ef6\u3092\u8868\u306b\u3057\u3001**\u9023\u7d50\u30b0\u30eb\u30fc\u30d7\u306e\u30ea\u30fc\u30c0\u30fc\u306e\u627f\u8a8d\u3092\u53d6\u308a\u307e\u3059\u3002** \u3053\u306e\u8868\u306f\u3001\u5b50\u4f1a\u793e\u306e\u65b0\u3057\u3044\u62c5\u5f53\u3078\u306e\u8aac\u660e\u306e\u8cc7\u6599\u3068\u3057\u3066\u3082\u3001\u305d\u306e\u307e\u307e\u4f7f\u3048\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b**\n\n\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3068\u5206\u5272\u30fb\u898b\u51fa\u3057\u306e\u8a2d\u5b9a\u3092\u6c7a\u3081\u3066\u3001\u8981\u9818\u30fb\u65b9\u91dd\u66f8\u30fb\u8cea\u7591\u30fb\u7d22\u5f15\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u9023\u7d50\u306e\u62c5\u5f53\u304c\u691c\u7d22\u753b\u9762\u3067\u4f7f\u3044\u3001\u81ea\u5206\u306e\u56de\u7b54\u3068\u6bd4\u3079\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u30c1\u30e3\u30c3\u30c8\u306e\u753b\u9762\u3092\u4f5c\u308a\u3001\u56fd\u5185\u306e\u5b50\u4f1a\u793e5\u793e\u3067\u8a66\u3057\u307e\u3059\u3002\u62c5\u5f53\u306e\u8a55\u4fa1\u3068\u56de\u3063\u305f\u7406\u7531\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u5168\u793e\u306b\u5e83\u3052\u30011\u4ef614\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u7de0\u3081\u306e3\u55b6\u696d\u65e5\u306b\u56de\u308b\u8cea\u554f\u304c\u3001\u5224\u65ad\u306e\u8981\u308b\u3082\u306e\u3060\u3051\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0541","UC-0200","UC-0285","UC-0513"],"related_articles":[{"id":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"id":5903,"slug":"site-seisakuhi-kaikei","title":"\u30b5\u30a4\u30c8\u306e\u5236\u4f5c\u8cbb\u306f\u8cbb\u7528\u304b\u8cc7\u7523\u304b\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"id":4355,"slug":"webinar-shitsumon-denai","title":"\u30a6\u30a7\u30d3\u30ca\u30fc\u3067\u8cea\u554f\u304c\u51fa\u306a\u3044\u306e\u306f\u306a\u305c\uff1f\uff5c\u5bfe\u8a71\u304c\u751f\u307e\u308c\u308b\u9032\u884c"}],"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\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u3088\u308b\u8907\u6570\u56de\u306e\u3084\u308a\u53d6\u308a\u306b\u5bfe\u5fdc\u3057\u3001\u8cea\u554f\u306e\u8a00\u3044\u63db\u3048\u304c\u65e2\u5b9a\u3067\u6709\u52b9\u306a\u3053\u3068\u3002`includeCitations`\u3001`ignoreLowRelevantContent`\u3001`ignoreNonAnswerSeekingQuery`\u3001`answerSkippedReasons`\u3001`preamble`\u3001`filter`\u3001`userPseudoId` | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-06 |\n| \u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3067\u3001`acl_info` \u306e `readers` \u306b `user_id`\uff0f`group_id` \u3092\u66f8\u3044\u3066\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u9650\u308c\u308b\u3053\u3068\u3002Microsoft Entra ID\u30fbOkta\u30fbPing \u3092 Workforce Identity Federation \u3067\u3064\u306a\u3052\u308b\u3053\u3068\u3002\u4f5c\u6210\u6642\u306b\u3057\u304b\u6709\u52b9\u306b\u3067\u304d\u306a\u3044\u3053\u3068 | [Google Cloud: Use data source access control](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/data-source-access-control) | 2026-10-06 |\n| \u7d5e\u308a\u8fbc\u307f\u306e `ANY()`\u3001\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3001`AND`\uff0f`OR`\uff0f`NOT`\u3001\u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3001\u65e5\u4ed8\u3092ISO 8601\u3067\u66f8\u304f\u3053\u3068 | [Google Cloud: Filter search for structured or unstructured data](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-06 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c\u8868\u3068\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001PDF\u30fbXLSX \u306a\u3069\u3092\u6271\u3048\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\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) | 2026-10-06 |\n| \u4f01\u696d\u4f1a\u8a08\u57fa\u6e96\u7b2c22\u53f7\u3067\u3001\u540c\u4e00\u74b0\u5883\u4e0b\u3067\u884c\u308f\u308c\u305f\u540c\u4e00\u306e\u6027\u8cea\u306e\u53d6\u5f15\u7b49\u306b\u3064\u3044\u3066\u89aa\u4f1a\u793e\u3068\u5b50\u4f1a\u793e\u306e\u4f1a\u8a08\u65b9\u91dd\u3092\u539f\u5247\u3068\u3057\u3066\u7d71\u4e00\u3059\u308b\u3053\u3068\uff08\u7b2c17\u9805\uff09\u3002\u5b50\u4f1a\u793e\u306e\u6c7a\u7b97\u65e5\u304c\u9023\u7d50\u6c7a\u7b97\u65e5\u3068\u7570\u306a\u308b\u5834\u5408\u306e\u6271\u3044\u3068\u3001\u5dee\u7570\u304c3\u304b\u6708\u3092\u8d85\u3048\u306a\u3044\u5834\u5408\u306b\u5b50\u4f1a\u793e\u306e\u6b63\u898f\u306e\u6c7a\u7b97\u3092\u57fa\u790e\u306b\u3067\u304d\u308b\u3053\u3068\uff08\u7b2c16\u9805\u3068\u6ce84\uff09\u3002\u9023\u7d50\u4f1a\u793e\u76f8\u4e92\u9593\u306e\u50b5\u6a29\u3068\u50b5\u52d9\u306e\u76f8\u6bba\u6d88\u53bb\uff08\u7b2c31\u9805\uff09\u3068\u3001\u672a\u5b9f\u73fe\u640d\u76ca\u306e\u5168\u984d\u6d88\u53bb\uff08\u7b2c36\u9805\uff09 | [\u4f01\u696d\u4f1a\u8a08\u57fa\u6e96\u59d4\u54e1\u4f1a: \u4f01\u696d\u4f1a\u8a08\u57fa\u6e96\u7b2c22\u53f7 \u9023\u7d50\u8ca1\u52d9\u8af8\u8868\u306b\u95a2\u3059\u308b\u4f1a\u8a08\u57fa\u6e96](https:\/\/www.asb-j.jp\/jp\/accounting_standards_system\/details.html?topics_id=111) | 2026-10-06 |\n\n**\u4f1a\u8a08\u51e6\u7406\u306e\u65b9\u6cd5\u3068\u91cd\u8981\u6027\u306e\u5224\u65ad\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u4f1a\u8a08\u65b9\u91dd\u3068\u3001\u76e3\u67fb\u6cd5\u4eba\u3068\u306e\u5354\u8b70\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Google Cloud \u3068\u4f01\u696d\u4f1a\u8a08\u57fa\u6e96\u59d4\u54e1\u4f1a\u306e\u516c\u958b\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** 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