{"id":14327,"date":"2026-10-06T12:05:52","date_gmt":"2026-10-06T03:05:52","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/lease-contract-clause-chat\/"},"modified":"2026-10-06T12:05:52","modified_gmt":"2026-10-06T03:05:52","slug":"lease-contract-clause-chat","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/lease-contract-clause-chat\/","title":{"rendered":"\u5165\u5c45\u8005\u304b\u3089\u53d7\u3051\u308b\u300c\u5951\u7d04\u4e0a\u3069\u3046\u306a\u3063\u3066\u3044\u308b\u304b\u300d\u306e\u8cea\u554f\u306b\u3001\u305d\u306e\u90e8\u5c4b\u306e\u8cc3\u8cb8\u501f\u5951\u7d04\u66f8\u30fb\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\u30fb\u7ba1\u7406\u898f\u7d04\u3092\u6839\u62e0\u306b\u62c5\u5f53\u8005\u5411\u3051\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u304c\u5165\u5c45\u8005\u304b\u3089\u53d7\u3051\u308b\u300c\u30da\u30c3\u30c8\u306f\u98fc\u3048\u308b\u304b\u300d\u300c\u89e3\u7d04\u306f\u4f55\u65e5\u524d\u307e\u3067\u304b\u300d\u306b\u3001\u305d\u306e\u90e8\u5c4b\u306e\u8cc3\u8cb8\u501f\u5951\u7d04\u66f8\u30fb\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\u30fb\u7ba1\u7406\u898f\u7d04\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u307e\u3059\u3002\u8a72\u5f53\u3059\u308b\u6761\u9805\u3068\u9801\u3092\u793a\u3057\u3001\u62c5\u5f53\u8005\u304c\u5165\u5c45\u8005\u3078\u4f1d\u3048\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0428","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-06","tech_verified_date":"2026-10-06","trigger":"**\u62c5\u5f53\u8005\u304c\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u3001\u8cea\u554f\u3092\u66f8\u3044\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** \u5951\u7d04\u756a\u53f7\u306f\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u672c\u4eba\u3092\u78ba\u304b\u3081\u305f\u5f8c\u306b\u3001\u305d\u306e\u753b\u9762\u304b\u3089\u5199\u3057\u307e\u3059\u3002**\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u308b\u307e\u3067\u8cea\u554f\u6b04\u3092\u958b\u304d\u307e\u305b\u3093\u3002** \u5efa\u7269\u306e\u540d\u524d\u3068\u90e8\u5c4b\u756a\u53f7\u3067\u691c\u7d22\u3055\u305b\u308b\u4f5c\u308a\u306b\u3059\u308b\u3068\u3001\u540c\u3058\u90e8\u5c4b\u306e\u524d\u306e\u5165\u5c45\u8005\u306e\u5951\u7d04\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**1\u3064\u306e\u4f1a\u8a71\u306f\u30011\u3064\u306e\u5951\u7d04\u306e\u307e\u307e\u7d9a\u3051\u307e\u3059\u3002** answer \u30e1\u30bd\u30c3\u30c9\u306f\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u305f\u8907\u6570\u56de\u306e\u3084\u308a\u53d6\u308a\u306b\u5bfe\u5fdc\u3057\u3001\u524d\u306e\u8cea\u554f\u3092\u8e0f\u307e\u3048\u3066\u6b21\u306e\u8cea\u554f\u3092\u8a00\u3044\u63db\u3048\u3066\u691c\u7d22\u3057\u307e\u3059\u3002\u300c\u30da\u30c3\u30c8\u306f\u300d\u306e\u6b21\u306b\u300c\u4f55\u5339\u307e\u3067\u300d\u3068\u805e\u3051\u3070\u3001\u30da\u30c3\u30c8\u306e\u6761\u9805\u306e\u7d9a\u304d\u3068\u3057\u3066\u63a2\u3057\u307e\u3059\u3002**\u5225\u306e\u5165\u5c45\u8005\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u79fb\u308b\u3068\u304d\u306f\u3001\u4f1a\u8a71\u3092\u65b0\u3057\u304f\u59cb\u3081\u307e\u3059\u3002** \u524d\u306e\u5165\u5c45\u8005\u306e\u5951\u7d04\u3092\u8e0f\u307e\u3048\u305f\u8a00\u3044\u63db\u3048\u304c\u6df7\u3056\u3089\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002\n\n**\u96fb\u8a71\u3092\u53d7\u3051\u306a\u304c\u3089\u4f7f\u3046\u3053\u3068\u3092\u524d\u63d0\u306b\u3001\u7b54\u3048\u306f\u6570\u79d2\u3067\u8fd4\u308b\u9577\u3055\u306b\u3057\u307e\u3059\u3002** \u62c5\u5f53\u8005\u306f\u901a\u8a71\u3092\u4fdd\u7559\u306b\u305b\u305a\u3001\u5165\u5c45\u8005\u306b\u300c\u5951\u7d04\u66f8\u3092\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u4f1d\u3048\u3066\u753b\u9762\u3092\u898b\u307e\u3059\u3002**\u9577\u3044\u7b54\u3048\u3092\u8aad\u307e\u305b\u308b\u4f5c\u308a\u306b\u3059\u308b\u3068\u3001\u7d50\u5c40\u6298\u308a\u8fd4\u3057\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u30e1\u30fc\u30eb\u306e\u554f\u3044\u5408\u308f\u305b\u3082\u3001\u540c\u3058\u753b\u9762\u3067\u6271\u3044\u307e\u3059\u3002** \u30e1\u30fc\u30eb\u306e\u672c\u6587\u3092\u8cbc\u308b\u3068\u304d\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7f72\u540d\u3068\u5f15\u7528\u90e8\u5206\u3092\u843d\u3068\u3057\u3066\u304b\u3089\u8cea\u554f\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u62c5\u5f53\u8005\u304c\u5165\u308c\u308b\u5024 | \u5951\u7d04\u756a\u53f7\u3001\u5165\u5c45\u8005\u306e\u8cea\u554f\u306e\u6587\u9762\u3001\u4f1a\u8a71\u306e\u4e2d\u306e\u524d\u306e\u8cea\u554f | \u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762 |\n| \u8cc3\u8cb8\u501f\u5951\u7d04\u66f8 | \u982d\u66f8\u3001\u672c\u6761\u3001\u5225\u8868\u3001\u7279\u7d04\u306e\u6b04\u3002\u90e8\u5c4b\u3054\u3068 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3057\u305fPDF |\n| \u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8 | \u5951\u7d04\u306e\u524d\u306b\u8aac\u660e\u3057\u305f\u4e8b\u9805\u3002\u90e8\u5c4b\u3054\u3068 | \u540c\u4e0a |\n| \u66f4\u65b0\u6642\u306e\u899a\u66f8\u30fb\u5408\u610f\u66f8 | \u66f4\u65b0\u306e\u3068\u304d\u306b\u5909\u3048\u305f\u6761\u4ef6\u3002\u90e8\u5c4b\u3054\u3068\u3001\u65e5\u4ed8\u3064\u304d | \u540c\u4e0a |\n| \u7ba1\u7406\u898f\u7d04\u30fb\u4f7f\u7528\u7d30\u5247 | \u5171\u7528\u90e8\u306e\u4f7f\u3044\u65b9\u3001\u30da\u30c3\u30c8\u30fb\u99d0\u8f2a\u30fb\u3054\u307f\u306e\u898f\u5247\u3002\u5efa\u7269\u3054\u3068 | \u7ba1\u7406\u7d44\u5408\u30fb\u8cb8\u4e3b\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u3082\u306e |\n| \u5951\u7d04\u306e\u4e00\u89a7 | \u5951\u7d04\u756a\u53f7\u3068\u5efa\u7269\u306e\u756a\u53f7\u3001\u66f8\u5f0f\u306e\u7a2e\u985e\u3001\u5951\u7d04\u3068\u66f4\u65b0\u306e\u65e5\u4ed8 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u56de\u3059\u898f\u5247 | \u6cd5\u52d9\u30fb\u8cb8\u4e3b\u78ba\u8a8d\u3078\u56de\u3059\u8cea\u554f\u306e\u7a2e\u985e\u3068\u898b\u5206\u3051\u65b9 | \u7ba1\u7406\u90e8\u304c\u6c7a\u3081\u3066\u6301\u3064\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u899a\u66f8\u306e\u6301\u3061\u65b9\u3067\u3059\u3002** \u899a\u66f8\u306f\u5951\u7d04\u66f8\u306e\u4e00\u90e8\u306e\u6761\u9805\u3092\u5909\u3048\u308b\u6570\u884c\u306e\u6587\u66f8\u3067\u3001**\u5951\u7d04\u66f8\u306e\u672c\u4f53\u3068\u540c\u3058\u91cd\u307f\u3067\u691c\u7d22\u3059\u308b\u3068\u3001\u672c\u4f53\u306e\u53e4\u3044\u6761\u9805\u304c\u6839\u62e0\u306b\u51fa\u307e\u3059\u3002** \u899a\u66f8\u306b\u306f\u3001\u5909\u3048\u305f\u6761\u9805\u3068\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u4ed8\u3051\u3001\u7b54\u3048\u306e\u4e2d\u3067\u3082\u672c\u4f53\u3088\u308a\u5148\u306b\u793a\u3055\u305b\u307e\u3059\u3002\n\n**\u7ba1\u7406\u898f\u7d04\u306f\u3001\u5206\u8b72\u30de\u30f3\u30b7\u30e7\u30f3\u306e\u4e00\u5ba4\u3092\u7ba1\u7406\u3059\u308b\u3068\u304d\u306b\u7279\u306b\u52b9\u304d\u307e\u3059\u3002** \u90e8\u5c4b\u306e\u5951\u7d04\u3067\u30da\u30c3\u30c8\u304c\u53ef\u3067\u3082\u3001**\u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u304c\u98fc\u80b2\u3092\u5236\u9650\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u90e8\u5c4b\u306e\u5951\u7d04\u3068\u5efa\u7269\u306e\u898f\u7d04\u306e\u4e21\u65b9\u3092\u5f15\u304d\u3001\u3069\u3061\u3089\u306e\u6587\u66f8\u306e\u8a18\u8f09\u304b\u3092\u5206\u3051\u3066\u793a\u3057\u307e\u3059\u3002\n\n\u56fd\u571f\u4ea4\u901a\u7701\u306e\u8cc3\u8cb8\u4f4f\u5b85\u6a19\u6e96\u5951\u7d04\u66f8\uff08\u5e73\u621030\u5e743\u6708\u7248\uff09\u306b\u306f\u3001\u501f\u4e3b\u304b\u3089\u306e\u89e3\u7d04\u309230\u65e5\u524d\u306e\u7533\u5165\u308c\u3067\u884c\u3046\u6761\u9805\u3084\u3001\u72ac\u30fb\u732b\u306a\u3069\u306e\u52d5\u7269\u306e\u98fc\u80b2\u3092\u7981\u6b62\u30fb\u5236\u9650\u3059\u308b\u884c\u70ba\u3068\u3057\u3066\u5225\u8868\u3067\u5b9a\u3081\u308b\u5f62\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\u3072\u306a\u5f62\u3069\u304a\u308a\u306e\u5951\u7d04\u3082\u3042\u308c\u3070\u3001\u7279\u7d04\u3067\u5909\u3048\u3066\u3044\u308b\u5951\u7d04\u3082\u3042\u308b**\u306e\u3067\u3001\u3072\u306a\u5f62\u306e\u77e5\u8b58\u3067\u7b54\u3048\u305a\u3001\u305d\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u306e\u8a18\u8f09\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u307e\u3059\u3002","data_source":"**\u6587\u66f8\u306f Cloud Storage \u306e\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304d\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e JSONL \u3068\u4e00\u7dd2\u306b\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3078\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** 1\u6587\u66f8\u3054\u3068\u306b\u6b21\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u30e1\u30bf\u30c7\u30fc\u30bf | \u5024\u306e\u4f8b | \u4f7f\u3044\u3069\u3053\u308d |\n|:--|:--|:--|\n| `contract_id` | `C-2019-04512` | \u90e8\u5c4b\u306e\u5951\u7d04\u306e\u6587\u66f8\u3060\u3051\u306b\u7d5e\u308b |\n| `building_id` | `B-0231` | \u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u30fb\u4f7f\u7528\u7d30\u5247\u306b\u7d5e\u308b |\n| `doc_type` | `lease`\u3001`disclosure`\u3001`amendment`\u3001`bylaws`\u3001`house_rules` | \u51fa\u5178\u306e\u8868\u793a\u3068\u3001\u899a\u66f8\u306e\u512a\u5148 |\n| `effective_from` | \u899a\u66f8\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\uff08ISO 8601 \u306e\u65e5\u4ed8\uff09 | \u53e4\u3044\u899a\u66f8\u3068\u65b0\u3057\u3044\u899a\u66f8\u3092\u4e26\u3079\u308b |\n| `form_type` | `own_2018`\u3001`owner_a`\u3001`legacy_x` | \u66f8\u5f0f\u3054\u3068\u306e\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3092\u96c6\u8a08\u3059\u308b |\n| `status` | `active`\u3001`terminated` | \u89e3\u7d04\u6e08\u307f\u306e\u5951\u7d04\u3092\u5916\u3059 |\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u30b9\u30ad\u30fc\u30de\u3067\u300cIndexable\u300d\u306b\u3057\u307e\u3059\u3002** \u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f `ANY()` \u306b\u3088\u308b\u5b8c\u5168\u4e00\u81f4\u3068 `AND`\u30fb`OR`\u30fb`NOT` \u3067\u66f8\u3051\u307e\u3059\u3002\n\n```\n(contract_id: ANY(\"C-2019-04512\") OR (building_id: ANY(\"B-0231\") AND doc_type: ANY(\"bylaws\", \"house_rules\")))\nAND status: ANY(\"active\")\n```\n\n**\u5efa\u7269\u306e\u6587\u66f8\u306f `doc_type` \u3067\u9650\u308a\u307e\u3059\u3002** `building_id` \u3060\u3051\u3067\u7d5e\u308b\u3068\u3001**\u540c\u3058\u5efa\u7269\u306e\u4ed6\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u66f8\u304c\u7bc4\u56f2\u306b\u5165\u308a\u307e\u3059\u3002** \u90e8\u5c4b\u306e\u6587\u66f8\u306f `contract_id`\u3001\u5efa\u7269\u306e\u6587\u66f8\u306f `building_id` \u3068\u7a2e\u985e\u3001\u306e2\u3064\u3092 `OR` \u3067\u3064\u306a\u304e\u307e\u3059\u3002\n\n**\u89e3\u7d04\u6e08\u307f\u306e\u5951\u7d04\u306f\u6d88\u3055\u305a\u306b `terminated` \u306b\u3057\u307e\u3059\u3002** \u9000\u53bb\u306e\u5f8c\u306e\u7cbe\u7b97\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u3068\u304d\u3060\u3051\u3001\u62c5\u5f53\u8005\u306e\u64cd\u4f5c\u3067\u7bc4\u56f2\u306b\u623b\u3057\u307e\u3059\u3002\n\n**\u53d6\u308a\u8fbc\u307f\u306f\u3001Cloud Storage \u304b\u3089\u5b9a\u671f\u306e\u540c\u671f\u306b\u3057\u307e\u3059\u3002** \u9593\u9694\u306f1\u65e5\u30fb3\u65e5\u30fb5\u65e5\u304b\u3089\u9078\u3079\u307e\u3059\u3002**\u65b0\u3057\u3044\u5951\u7d04\u3084\u899a\u66f8\u306f\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u767b\u9332\u3057\u305f\u7fcc\u65e5\u306b\u306f\u691c\u7d22\u3067\u304d\u308b**\u3088\u3046\u30011\u65e5\u306e\u9593\u9694\u306b\u3057\u307e\u3059\u3002","preprocessing":"1. **\u5951\u7d04\u756a\u53f7\u306e\u78ba\u8a8d** \u2026 \u5951\u7d04\u306e\u4e00\u89a7\u3067\u5f15\u304d\u3001`status` \u3068\u5efa\u7269\u306e\u756a\u53f7\u3092\u6c7a\u3081\u307e\u3059\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u4f1a\u8a71\u3092\u59cb\u3081\u307e\u305b\u3093\n2. **\u8cea\u554f\u306e\u6574\u7406** \u2026 \u30e1\u30fc\u30eb\u306e\u7f72\u540d\u3068\u5f15\u7528\u3092\u843d\u3068\u3057\u3001\u5165\u5c45\u8005\u306e\u6c0f\u540d\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u53e3\u5ea7\u756a\u53f7\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u4f0f\u305b\u307e\u3059\n3. **\u56de\u3059\u898f\u5247\u306e\u7167\u5408** \u2026 \u300c\u7121\u52b9\u3067\u306f\u300d\u300c\u6255\u308f\u306a\u304f\u3066\u3088\u3044\u304b\u300d\u300c\u6cd5\u5f8b\u3067\u306f\u300d\u300c\u5f01\u8b77\u58eb\u300d\u300c\u4eca\u56de\u3060\u3051\u300d\u306a\u3069\u3001\u6761\u9805\u306e\u6709\u52b9\u6027\u3084\u8ca0\u62c5\u306e\u4e89\u3044\u3001\u4f8b\u5916\u306e\u6c42\u3081\u3092\u793a\u3059\u8a9e\u3092\u898b\u307e\u3059\n4. **\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306e\u7d44\u307f\u7acb\u3066** \u2026 \u5951\u7d04\u756a\u53f7\u3068\u5efa\u7269\u306e\u756a\u53f7\u304b\u3089\u5f0f\u3092\u4f5c\u308a\u307e\u3059\u3002**\u62c5\u5f53\u8005\u306e\u66f8\u3044\u305f\u6587\u5b57\u3092\u5f0f\u306b\u6df7\u305c\u307e\u305b\u3093**\n5. **\u53d6\u308a\u8fbc\u307f\u524d\u306e\u78ba\u8a8d** \u2026 \u65b0\u3057\u3044PDF\u3092\u7f6e\u304f\u3068\u304d\u3001\u5951\u7d04\u756a\u53f7\u3068\u6587\u66f8\u306e\u7a2e\u985e\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u9801\u304c\u6b20\u3051\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u300c\u66f4\u65b0\u6599\u306f\u6255\u308f\u306a\u3044\u3068\u3044\u3051\u306a\u3044\u306e\u304b\u300d\u306f\u3001\u5951\u7d04\u306e\u8a18\u8f09\u3092\u793a\u305b\u3070\u6e08\u3080\u8cea\u554f\u306b\u3082\u3001\u66f4\u65b0\u6599\u306e\u6709\u52b9\u6027\u3092\u4e89\u3046\u8cea\u554f\u306b\u3082\u8aad\u3081\u307e\u3059\u3002**\u8a18\u8f09\u306f\u793a\u3057\u305f\u3046\u3048\u3067\u3001\u4e89\u3044\u306e\u6c17\u914d\u304c\u3042\u308c\u3070\u6cd5\u52d9\u3078\u56de\u3059**\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**5\u756a\u76ee\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u9801\u306e\u6b20\u3051\u3092\u9632\u304e\u307e\u3059\u3002** \u7279\u7d04\u306e\u9801\u3060\u3051\u30b9\u30ad\u30e3\u30f3\u304c\u6f0f\u308c\u3066\u3044\u308b\u3068\u3001**AI\u306f\u300c\u7279\u7d04\u306b\u8a18\u8f09\u306a\u3057\u300d\u3068\u6b63\u3057\u304f\u7b54\u3048\u3001\u305d\u306e\u7b54\u3048\u304c\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u9801\u6570\u3092\u5951\u7d04\u306e\u4e00\u89a7\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u9078\u3070\u308c\u305f\u5951\u7d04\u3068\u5efa\u7269\u306e\u6587\u66f8\u304b\u3089\u8a72\u5f53\u3059\u308b\u6761\u9805\u3092\u63a2\u3057\u3001\u6587\u66f8\u306e\u8a00\u8449\u3067\u300c\u5951\u7d04\u4e0a\u3069\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u300d\u3092\u7b54\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u7b54\u3048\u65b9 | \u6839\u62e0\u306b\u3059\u308b\u6587\u66f8 |\n|:--|:--|:--|\n| \u30da\u30c3\u30c8\u306e\u98fc\u80b2 | \u5951\u7d04\u30fb\u899a\u66f8\u30fb\u7ba1\u7406\u898f\u7d04\u306e\u8a18\u8f09\u3092\u5206\u3051\u3066\u793a\u3059 | \u5951\u7d04\u66f8\u306e\u5225\u8868\u3068\u7279\u7d04\u3001\u899a\u66f8\u3001\u7ba1\u7406\u898f\u7d04 |\n| \u99d0\u8f2a\u30fb\u99d0\u8eca | \u5951\u7d04\u306e\u533a\u753b\u306e\u8a18\u8f09\u3068\u3001\u4f7f\u7528\u7d30\u5247\u306e\u898f\u5247\u3092\u793a\u3059 | \u5951\u7d04\u66f8\u306e\u982d\u66f8\u3001\u4f7f\u7528\u7d30\u5247 |\n| \u66f4\u65b0\u6599\u30fb\u66f4\u65b0\u306e\u624b\u7d9a\u304d | \u91d1\u984d\u3084\u7b97\u5b9a\u306e\u66f8\u304d\u65b9\u3001\u624b\u7d9a\u304d\u306e\u671f\u9650\u3092\u6587\u66f8\u306e\u307e\u307e\u793a\u3059 | \u5951\u7d04\u66f8\u3001\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8 |\n| \u89e3\u7d04\u306e\u4e88\u544a | \u4e88\u544a\u306e\u671f\u9593\u3068\u65b9\u6cd5\uff08\u66f8\u9762\u304b\u3069\u3046\u304b\uff09\u3092\u6587\u66f8\u306e\u307e\u307e\u793a\u3059 | \u5951\u7d04\u66f8 |\n| \u540c\u5c45\u4eba\u306e\u8ffd\u52a0\u30fb\u697d\u5668 | \u5c4a\u51fa\u3084\u627f\u8afe\u306e\u8981\u5426\u3092\u793a\u3059 | \u5951\u7d04\u66f8\u3001\u4f7f\u7528\u7d30\u5247 |\n| \u9000\u53bb\u6642\u306e\u8ca0\u62c5 | \u5951\u7d04\u306b\u66f8\u304b\u308c\u305f\u8ca0\u62c5\u306e\u533a\u5206\u3068\u7279\u7d04\u3092\u793a\u3059 | \u5951\u7d04\u66f8\u306e\u7279\u7d04\u3001\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8 |\n\n**\u7b54\u3048\u306e\u982d\u306b\u306f\u3001\u899a\u66f8\u3084\u7279\u7d04\u304c\u672c\u4f53\u3092\u5909\u3048\u3066\u3044\u308b\u304b\u3092\u5fc5\u305a\u66f8\u304b\u305b\u307e\u3059\u3002** \u300c\u672c\u4f53\u306e\u7b2c\u25cb\u6761\u3092\u3001\u25cb\u5e74\u25cb\u6708\u306e\u899a\u66f8\u3067\u5909\u66f4\u3057\u3066\u3044\u307e\u3059\u300d\u306e\u3088\u3046\u306b\u793a\u3055\u305b\u3001**\u672c\u4f53\u3060\u3051\u306e\u7b54\u3048\u3067\u7d42\u308f\u3089\u305b\u307e\u305b\u3093\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6761\u9805\u304c\u6709\u52b9\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u6cd5\u7684\u306a\u8a55\u4fa1\u306f\u6cd5\u52d9\u304c\u53d7\u3051\u308b |\n| \u5951\u7d04\u306b\u7121\u3044\u53d6\u6271\u3044\u3092\u4e00\u822c\u306e\u6163\u884c\u3067\u88dc\u3046 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u8cb8\u4e3b\u306b\u78ba\u304b\u3081\u308b |\n| \u4ed6\u306e\u90e8\u5c4b\u3084\u4ed6\u306e\u7269\u4ef6\u306e\u5951\u7d04\u3067\u306e\u8a00\u3044\u63db\u3048 | \u90e8\u5c4b\u3054\u3068\u306b\u7279\u7d04\u304c\u9055\u3046 |\n| \u300c1\u304b\u6708\u300d\u309230\u65e5\u306b\u7f6e\u304d\u63db\u3048\u308b\u306a\u3069\u306e\u8aad\u307f\u66ff\u3048 | \u62c5\u5f53\u8005\u3054\u3068\u306e\u63fa\u308c\u3092AI\u304c\u56fa\u5b9a\u3057\u3066\u3057\u307e\u3046 |\n| \u8cbb\u7528\u306e\u91d1\u984d\u306e\u8a08\u7b97 | \u65e5\u5272\u308a\u3084\u6309\u5206\u306f\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u51fa\u3059 |\n| \u5165\u5c45\u8005\u3078\u306e\u7d04\u675f\uff08\u300c\u5927\u4e08\u592b\u3067\u3059\u300d\uff09 | \u4f1d\u3048\u308b\u306e\u306f\u62c5\u5f53\u8005 |\n\n**4\u884c\u76ee\u306f\u3001\u89aa\u5207\u306e\u3064\u3082\u308a\u3067\u8d77\u304d\u307e\u3059\u3002** \u300c\u89e3\u7d04\u306f1\u304b\u6708\u524d\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001AI\u306f\u65e5\u6570\u306b\u76f4\u3057\u3066\u7b54\u3048\u3088\u3046\u3068\u3057\u307e\u3059\u3002**\u6587\u66f8\u306e\u8868\u8a18\u306e\u307e\u307e\u793a\u3057\u3001\u3069\u3046\u6570\u3048\u308b\u304b\u306f\u793e\u5185\u3067\u6c7a\u3081\u305f\u8a00\u3044\u65b9\u3067\u62c5\u5f53\u8005\u304c\u4f1d\u3048\u307e\u3059\u3002**","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `promptSpec.preamble` \u306b\u3001\u6b21\u306e\u5185\u5bb9\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u4f4f\u5b85\u306e\u7ba1\u7406\u4f1a\u793e\u3067\u3001\u5165\u5c45\u8005\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3046\u793e\u5185\u306e\u6848\u5185\u4fc2\u3067\u3059\u3002\n\u691c\u7d22\u3055\u308c\u305f\u3001\u3053\u306e\u90e8\u5c4b\u306e\u8cc3\u8cb8\u501f\u5951\u7d04\u66f8\u30fb\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\u30fb\u899a\u66f8\u3068\u3001\u3053\u306e\u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u30fb\u4f7f\u7528\u7d30\u5247\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\u7b54\u3048\u3092\u8aad\u3080\u306e\u306f\u62c5\u5f53\u8005\u3067\u3001\u5165\u5c45\u8005\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n- 1\u884c\u76ee\u306b\u3001\u899a\u66f8\u307e\u305f\u306f\u7279\u7d04\u304c\u5951\u7d04\u66f8\u306e\u672c\u4f53\u306e\u6761\u9805\u3092\u5909\u3048\u3066\u3044\u308b\u304b\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5909\u3048\u3066\u3044\u308c\u3070\u300c\u672c\u4f53\u306e\u7b2c\u25cb\u6761\u3092\u3001\u25cb\u5e74\u25cb\u6708\u25cb\u65e5\u306e\u899a\u66f8\u3067\u5909\u66f4\u300d\u306e\u3088\u3046\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- 2\u884c\u76ee\u4ee5\u964d\u306b\u3001\u8a72\u5f53\u3059\u308b\u8a18\u8f09\u3092\u6587\u66f8\u306e\u7a2e\u985e\u3054\u3068\u306b\u5206\u3051\u3066\u66f8\u304d\u3001\u6761\u9805\u306e\u756a\u53f7\u3068\u9801\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u90e8\u5c4b\u306e\u5951\u7d04\u3068\u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u306e\u4e21\u65b9\u306b\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u4e21\u65b9\u3092\u5206\u3051\u3066\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u671f\u9593\u3001\u91d1\u984d\u3001\u56de\u6570\u3001\u65e5\u4ed8\u306f\u3001\u6587\u66f8\u306e\u8868\u8a18\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u65e5\u6570\u3078\u306e\u63db\u7b97\u3084\u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070\u300c\u5951\u7d04\u66f8\u985e\u306b\u8a18\u8f09\u306a\u3057\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u306a\u3044\u3053\u3068\u3011\n- \u6761\u9805\u304c\u6709\u52b9\u304b\u3001\u6cd5\u5f8b\u4e0a\u3069\u3046\u306a\u308b\u304b\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u66f8\u985e\u306b\u7121\u3044\u53d6\u6271\u3044\u3092\u3001\u4e00\u822c\u7684\u306a\u6163\u884c\u3084\u4ed6\u306e\u7269\u4ef6\u306e\u4f8b\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5165\u5c45\u8005\u306b\u7d04\u675f\u3059\u308b\u8a00\u3044\u65b9\uff08\u300c\u5927\u4e08\u592b\u3067\u3059\u300d\u300c\u3067\u304d\u307e\u3059\u300d\uff09\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u306b\u5224\u8aad\u3067\u304d\u306a\u3044\u6587\u5b57\u304c\u3042\u308b\u3068\u304d\u306f\u3001\u63a8\u3057\u91cf\u3063\u3066\u57cb\u3081\u305a\u300c\u5224\u8aad\u3067\u304d\u306a\u3044\u7b87\u6240\u3042\u308a\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u5951\u7d04\u66f8\u306e\u305f\u3081\u306b\u5165\u308c\u307e\u3059\u3002** OCR\u306e\u7d50\u679c\u306b\u6b20\u3051\u3084\u5d29\u308c\u304c\u3042\u308b\u3068\u3001AI\u306f\u524d\u5f8c\u304b\u3089\u6570\u5b57\u3092\u88dc\u3063\u3066\u7b54\u3048\u307e\u3059\u3002**\u88dc\u3063\u305f\u6570\u5b57\u306f\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u307b\u3069\u62c5\u5f53\u8005\u304c\u898b\u843d\u3068\u3057\u307e\u3059\u3002** \u5224\u8aad\u3067\u304d\u306a\u3044\u3068\u66f8\u304b\u305b\u3001\u62c5\u5f53\u8005\u306b\u539f\u672c\u306e\u9801\u3092\u958b\u304b\u305b\u307e\u3059\u3002\n\n\u3042\u308f\u305b\u3066\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u3067\u6b21\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002\n\n| \u8a2d\u5b9a | \u5024 | \u76ee\u7684 |\n|:--|:--|:--|\n| `includeCitations` | true | \u7b54\u3048\u306e\u6587\u3054\u3068\u306b\u51fa\u5178\u3092\u793a\u3059 |\n| `ignoreLowRelevantContent` | true | \u95a2\u4fc2\u306e\u8584\u3044\u6761\u9805\u304b\u3089\u7121\u7406\u306b\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044 |\n| `searchSpec.searchParams.filter` | \u524d\u51e6\u7406\u3067\u7d44\u3093\u3060\u5f0f | \u3053\u306e\u5951\u7d04\u3068\u5efa\u7269\u306e\u6587\u66f8\u3060\u3051\u306b\u3059\u308b |\n| `searchSpec.searchParams.boostSpec` | `doc_type` \u304c `amendment` \u306e\u6587\u66f8\u3092\u4e0a\u3052\u308b | \u899a\u66f8\u3092\u672c\u4f53\u3088\u308a\u5148\u306b\u6839\u62e0\u306b\u3059\u308b |","output_data":"**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u304b\u3089\u6b21\u306e\u5f62\u306e\u8a18\u9332\u3092\u4f5c\u308a\u307e\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u753b\u9762\u306b\u8fd4\u3059\u306e\u306f `answer_text` \u3068 `citations` \u3067\u3059\u3002\n\n```json\n{\n  \"session_id\": \"\",\n  \"contract_id\": \"C-2019-04512\",\n  \"building_id\": \"B-0231\",\n  \"question_masked\": \"\",\n  \"topic\": \"pet | parking | renewal | termination | occupant | moveout | other\",\n  \"route\": \"answered | not_in_docs | escalated_rule | escalated_low_support\",\n  \"amended\": true,\n  \"answer_text\": \"\",\n  \"citations\": [ { \"doc_type\": \"amendment\", \"title\": \"\", \"clause\": \"\", \"page\": 0, \"uri\": \"\" } ],\n  \"support_score\": 0.0,\n  \"created_at\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`amended` \u3067\u899a\u66f8\u306e\u6709\u7121\u3092\u7b54\u3048\u306e\u6587\u304b\u3089\u5207\u308a\u96e2\u305b\u308b\u3053\u3068\u3067\u3059\u3002** 1\u884c\u76ee\u306e\u66f8\u304d\u65b9\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8aad\u307f\u53d6\u308a\u3001\u771f\u507d\u3067\u6301\u3061\u307e\u3059\u3002**\u753b\u9762\u3067\u306f\u3001\u899a\u66f8\u304c\u3042\u308c\u3070\u7b54\u3048\u306e\u4e0a\u306b\u76ee\u7acb\u3064\u5e2f\u3067\u51fa\u3057\u307e\u3059\u3002** \u62c5\u5f53\u8005\u304c\u672c\u4f53\u306e\u6761\u9805\u3060\u3051\u3092\u8aad\u307f\u4e0a\u3052\u308b\u306e\u3092\u9632\u304e\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`citations` \u306e `page` \u3067\u539f\u672c\u306e\u9801\u306b\u3059\u3050\u98db\u3079\u308b\u3053\u3068\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f\u3001\u7b54\u3048\u306e\u6587\u3067\u306f\u306a\u304f\u539f\u672c\u306e\u9801\u3092\u898b\u3066\u4f1d\u3048\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`not_in_docs` \u3092\u6570\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u5951\u7d04\u66f8\u985e\u306b\u8a18\u8f09\u304c\u7121\u304b\u3063\u305f\u8cea\u554f\u3092 `topic` \u3054\u3068\u306b\u6570\u3048\u308b\u3068\u3001**\u8cb8\u4e3b\u306b\u53d6\u6271\u3044\u3092\u6c7a\u3081\u3066\u3082\u3089\u3046\u3079\u304d\u9805\u76ee**\u304c\u898b\u3048\u307e\u3059\u3002\u30da\u30c3\u30c8\u306e\u8a18\u8f09\u304c\u7121\u3044\u5951\u7d04\u304c\u591a\u3044\u5efa\u7269\u306f\u3001\u8cb8\u4e3b\u3068\u53d6\u6271\u3044\u3092\u6c7a\u3081\u3066\u899a\u66f8\u306b\u3059\u308b\u5019\u88dc\u3067\u3059\u3002\n\n**`support_score` \u306f\u3001\u7b54\u3048\u304c\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u5185\u5bb9\u306b\u3069\u308c\u3060\u3051\u88cf\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u304b\u30920\u301c1\u3067\u793a\u3059\u5024\u3067\u3059\u3002** \u81ea\u793e\u3067\u6c7a\u3081\u305f\u5883\u76ee\u3092\u4e0b\u56de\u3063\u305f\u3089\u7b54\u3048\u3092\u8868\u793a\u305b\u305a\u3001\u62c5\u5f53\u8005\u306b\u539f\u672c\u3092\u958b\u304f\u3088\u3046\u8fd4\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306eAPI | \u5951\u7d04\u756a\u53f7\u3068\u8cea\u554f\u3092\u53d7\u3051\u3001\u7b54\u3048\u3068\u51fa\u5178\u3092\u8fd4\u3059 |\n| \u5951\u7d04\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u5951\u7d04\u756a\u53f7\u304b\u3089\u5efa\u7269\u306e\u756a\u53f7\u3068\u72b6\u614b\u3092\u5f15\u304f |\n| Vertex AI Search\uff08Agent Search\uff09 | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u30fb\u30d6\u30fc\u30b9\u30c8\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u6e21\u3057\u3001\u7b54\u3048\u3092\u53d7\u3051\u53d6\u308b |\n| Cloud Storage | \u6587\u66f8\u306e\u914d\u7f6e | \u5951\u7d04\u66f8\u985e\u306ePDF\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u7f6e\u304d\u3001\u6bce\u65e5\u540c\u671f\u3059\u308b |\n| BigQuery | \u66f8\u304d\u8fbc\u307f | \u4f1a\u8a71\u306e\u8a18\u9332\u3092\u4fdd\u7ba1\u3057\u3001\u6708\u6b21\u3067\u96c6\u8a08\u3059\u308b |\n\n**\u6cd5\u52d9\u30fb\u8cb8\u4e3b\u78ba\u8a8d\u3078\u56de\u3057\u305f\u3082\u306e\u306f\u3001\u4e0a\u9577\u306e\u53d7\u4ed8\u306e\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\u3002** \u5951\u7d04\u756a\u53f7\u3001\u8cea\u554f\u3001\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u6761\u9805\u306e\u7b87\u6240\u3001\u56de\u3057\u305f\u7406\u7531\u3092\u6b8b\u3057\u3001**\u4e0a\u9577\u304c\u8cb8\u4e3b\u3084\u6cd5\u52d9\u306e\u62c5\u5f53\u306b\u78ba\u304b\u3081\u305f\u7d50\u679c\u3092\u3001\u62c5\u5f53\u8005\u304c\u5165\u5c45\u8005\u3078\u8fd4\u3057\u307e\u3059\u3002**","human_review":"**\u7b54\u3048\u306f\u3001\u62c5\u5f53\u8005\u304c\u51fa\u5178\u306e\u9801\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3066\u304b\u3089\u5165\u5c45\u8005\u306b\u4f1d\u3048\u307e\u3059\u3002** \u7b54\u3048\u306e\u6587\u3092\u305d\u306e\u307e\u307e\u5165\u5c45\u8005\u306b\u8ee2\u9001\u3059\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n1. **\u51fa\u5178\u306e\u9801\u3092\u958b\u304f** \u2026 \u7279\u306b\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u5951\u7d04\u66f8\u3067\u6570\u5b57\u3084\u671f\u9593\u304c\u51fa\u3066\u304d\u305f\u3068\u304d\u306f\u5fc5\u305a\u958b\u304d\u307e\u3059\n2. **\u899a\u66f8\u306e\u5e2f\u3092\u898b\u308b** \u2026 \u5e2f\u304c\u51fa\u3066\u3044\u308c\u3070\u3001\u672c\u4f53\u3067\u306f\u306a\u304f\u899a\u66f8\u306e\u8a18\u8f09\u3067\u4f1d\u3048\u307e\u3059\n3. **\u56de\u3063\u305f\u3082\u306e\u3092\u4e0a\u9577\u304c\u6bce\u65e5\u898b\u308b** \u2026 `escalated_rule` \u3092\u5148\u306b\u898b\u307e\u3059\u3002\u4e89\u3044\u306b\u306a\u308a\u304b\u3051\u3066\u3044\u308b\u3082\u306e\u304c\u591a\u3044\u305f\u3081\u3067\u3059\n4. **\u9031\u306b1\u56de\u3001\u629c\u304d\u53d6\u308b** \u2026 `answered` \u304b\u3089\u6570\u5341\u4ef6\u3092\u9078\u3073\u3001\u6761\u9805\u3068\u9801\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u5225\u306e\u5951\u7d04\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n\n**4\u756a\u76ee\u3067\u306f\u3001\u53e4\u3044\u66f8\u5f0f\u306e\u5951\u7d04\u3092\u512a\u5148\u3057\u3066\u629c\u304d\u53d6\u308a\u307e\u3059\u3002** \u30b9\u30ad\u30e3\u30f3\u306e\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u51fa\u3084\u3059\u3044\u306e\u306f\u3001\u53e4\u3044\u66f8\u5f0f\u3060\u304b\u3089\u3067\u3059\u3002`form_type` \u3054\u3068\u306b\u8aa4\u308a\u306e\u6570\u3092\u6570\u3048\u307e\u3059\u3002\n\n**\u4f1d\u3048\u65b9\u306f\u3001\u793e\u5185\u3067\u63c3\u3048\u305f\u8a00\u3044\u65b9\u3092\u4f7f\u3044\u307e\u3059\u3002** \u300c1\u304b\u6708\u524d\u300d\u300c\u66f8\u9762\u3067\u300d\u306e\u3088\u3046\u306a\u8a18\u8f09\u3092\u3069\u3046\u8aac\u660e\u3059\u308b\u304b\u306f\u3001\u7b2c14\u7ae0\u306e3\u9031\u76ee\u3067\u6c7a\u3081\u305f\u8a00\u3044\u65b9\u306b\u5408\u308f\u305b\u307e\u3059\u3002**AI\u306e\u7b54\u3048\u306b\u4f1d\u3048\u65b9\u307e\u3067\u66f8\u304b\u305b\u306a\u3044\u306e\u306f\u3001\u8a00\u3044\u65b9\u306e\u5224\u65ad\u3092\u62c5\u5f53\u8005\u3068\u4e0a\u9577\u306b\u6b8b\u3059\u305f\u3081\u3067\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5951\u7d04\u756a\u53f7\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u4f1a\u8a71\u3092\u59cb\u3081\u305a\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u306e\u78ba\u8a8d\u3092\u4fc3\u3059 |\n| \u5951\u7d04\u66f8\u985e\u306b\u8a18\u8f09\u304c\u7121\u3044 | \u300c\u5951\u7d04\u66f8\u985e\u306b\u8a18\u8f09\u306a\u3057\u300d\u3068\u8fd4\u3057\u3001`not_in_docs` \u3067\u8a18\u9332\u3002\u8cb8\u4e3b\u78ba\u8a8d\u306e\u5019\u88dc\u306b\u3059\u308b |\n| \u5224\u8aad\u3067\u304d\u306a\u3044\u7b87\u6240\u304c\u3042\u308b | \u7b54\u3048\u306b\u300c\u5224\u8aad\u3067\u304d\u306a\u3044\u7b87\u6240\u3042\u308a\u300d\u3068\u51fa\u3057\u3001\u539f\u672c\u306e\u9801\u3092\u958b\u304b\u305b\u308b |\n| \u6839\u62e0\u306e\u88cf\u4ed8\u3051\u304c\u5f31\u3044 | \u7b54\u3048\u3092\u8868\u793a\u305b\u305a\u3001\u539f\u672c\u3092\u958b\u304f\u3088\u3046\u8fd4\u3059\uff08`escalated_low_support`\uff09 |\n| \u899a\u66f8\u304c\u8907\u6570\u3042\u308b | \u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u306e\u65b0\u3057\u3044\u9806\u306b\u4e26\u3079\u3066\u793a\u3059 |\n| \u5951\u7d04\u3068\u7ba1\u7406\u898f\u7d04\u304c\u9055\u3046\u3053\u3068\u3092\u8a00\u3063\u3066\u3044\u308b | \u4e21\u65b9\u3092\u5206\u3051\u3066\u793a\u3057\u3001\u4e0a\u9577\u3078\u56de\u3059 |\n| \u6761\u9805\u306e\u6709\u52b9\u6027\u3084\u8ca0\u62c5\u306e\u4e89\u3044 | \u898f\u5247\u3067\u6cd5\u52d9\u3078\uff08`escalated_rule`\uff09\u3002\u6761\u9805\u306e\u7b87\u6240\u306f\u793a\u3059 |\n| \u5165\u5c45\u8005\u306e\u63a7\u3048\u3068\u8a18\u8f09\u304c\u9055\u3046\u3068\u8a00\u308f\u308c\u305f | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u539f\u672c\u3068\u5165\u5c45\u8005\u306e\u63a7\u3048\u3092\u7167\u3089\u3057\u3001\u4e0a\u9577\u3078\u56de\u3059 |\n| \u30b9\u30ad\u30e3\u30f3\u306e\u9801\u304c\u6b20\u3051\u3066\u3044\u308b | \u53d6\u308a\u8fbc\u307f\u3092\u6b62\u3081\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u539f\u672c\u3092\u78ba\u304b\u3081\u308b |\n| \u691c\u7d22\u57fa\u76e4\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u3053\u308c\u307e\u3067\u3069\u304a\u308a\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067PDF\u3092\u958b\u304f\u3088\u3046\u8fd4\u3059 |\n\n**6\u884c\u76ee\u306f\u3001\u5206\u8b72\u30de\u30f3\u30b7\u30e7\u30f3\u306e\u4e00\u5ba4\u3067\u3088\u304f\u8d77\u304d\u307e\u3059\u3002** \u90e8\u5c4b\u306e\u5951\u7d04\u3067\u8a8d\u3081\u3066\u3044\u3066\u3082\u5efa\u7269\u306e\u898f\u7d04\u304c\u5236\u9650\u3057\u3066\u3044\u308c\u3070\u3001**\u5165\u5c45\u8005\u306f\u898f\u7d04\u306b\u3082\u5f93\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** \u3069\u3061\u3089\u3067\u7b54\u3048\u308b\u304b\u3092\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u305a\u3001\u4e0a\u9577\u3068\u8cb8\u4e3b\u3067\u63c3\u3048\u307e\u3059\u3002","log_storage":"- \u4f1a\u8a71\u3054\u3068\u306e\u5951\u7d04\u756a\u53f7\u30fb\u5efa\u7269\u306e\u756a\u53f7\u3001\u4f0f\u305b\u305f\u5f8c\u306e\u8cea\u554f\u306e\u6587\u9762\u3001\u7b54\u3048\u3001\u51fa\u5178\u306e\u6761\u9805\u3068\u9801\u3001`amended`\u3001`support_score`\n- \u4f7f\u3063\u305f\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3068\u3001\u305d\u306e\u6642\u70b9\u3067\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u305f\u899a\u66f8\u306e\u4e00\u89a7\n- \u56de\u3057\u305f\u7406\u7531\u3001\u4e0a\u9577\u304c\u8cb8\u4e3b\u3084\u6cd5\u52d9\u306b\u78ba\u304b\u3081\u305f\u7d50\u679c\n- \u629c\u304d\u53d6\u308a\u3067\u898b\u3064\u3051\u305f\u8aa4\u308a\u3068\u3001\u66f8\u5f0f\uff08`form_type`\uff09\u3054\u3068\u306e\u4ef6\u6570\n- \u6708\u3054\u3068\u306e `topic` \u3068 `route` \u306e\u4ef6\u6570\n\n**2\u3064\u76ee\u3067\u300c\u305d\u306e\u6642\u70b9\u306e\u899a\u66f8\u306e\u4e00\u89a7\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u899a\u66f8\u304c\u5f8c\u304b\u3089\u767b\u9332\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002** \u300c\u524d\u306b\u805e\u3044\u305f\u3068\u304d\u3068\u7b54\u3048\u304c\u9055\u3046\u300d\u3068\u8a00\u308f\u308c\u305f\u3068\u304d\u3001**\u305d\u306e\u65e5\u306b\u899a\u66f8\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u305f\u304b\u3067\u8aac\u660e\u3067\u304d\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":12,"assumption_frequency":900,"assumption_workdays":20,"volume_month":900,"before_minutes_per_case":6,"after_minutes_per_case":2,"hourly_cost":2600,"before_hours_month":90,"after_hours_month":30,"saved_hours_month":60,"reduction_rate":67,"saved_hours_year":720,"annual_cost_effect":1872000,"summary":"\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u304c\u5165\u5c45\u8005\u304b\u3089\u53d7\u3051\u308b\u300c\u30da\u30c3\u30c8\u306f\u98fc\u3048\u308b\u304b\u300d\u300c\u89e3\u7d04\u306f\u4f55\u65e5\u524d\u307e\u3067\u304b\u300d\u306b\u3001\u305d\u306e\u90e8\u5c4b\u306e\u8cc3\u8cb8\u501f\u5951\u7d04\u66f8\u30fb\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\u30fb\u7ba1\u7406\u898f\u7d04\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u307e\u3059\u3002\u8a72\u5f53\u3059\u308b\u6761\u9805\u3068\u9801\u3092\u793a\u3057\u3001\u62c5\u5f53\u8005\u304c\u5165\u5c45\u8005\u3078\u4f1d\u3048\u307e\u3059\u3002","before_flow":"1. \u5165\u5c45\u8005\u304b\u3089\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u3067\u8cea\u554f\u304c\u5c4a\u304f\n2. \u62c5\u5f53\u8005\u304c\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u5165\u5c45\u8005\u3092\u63a2\u3057\u3001\u672c\u4eba\u3067\u3042\u308b\u3053\u3068\u3068\u90e8\u5c4b\u3092\u78ba\u304b\u3081\u308b\n3. \u305d\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u66f8\u306ePDF\u3092\u958b\u304d\u3001\u8a72\u5f53\u3057\u305d\u3046\u306a\u6761\u9805\u3092\u63a2\u3059\n4. \u7279\u7d04\u306e\u6b04\u3068\u3001\u66f4\u65b0\u6642\u306e\u899a\u66f8\u304c\u3042\u308c\u3070\u305d\u308c\u3082\u958b\u304f\n5. \u5171\u7528\u90e8\u306e\u4f7f\u3044\u65b9\u306e\u8cea\u554f\u306a\u3089\u3001\u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u3084\u4f7f\u7528\u7d30\u5247\u3092\u958b\u304f\n6. \u6761\u9805\u3092\u8aad\u3093\u3067\u5165\u5c45\u8005\u306b\u7b54\u3048\u308b\u3002\u8aad\u307f\u65b9\u306b\u8ff7\u3046\u3082\u306e\u306f\u4e0a\u9577\u306b\u76f8\u8ac7\u3059\u308b\n7. \u5bfe\u5fdc\u306e\u8a18\u9332\u3092\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u6b8b\u3059\n\n**\uff08a\uff09\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u66f8\u5f0f\u3054\u3068\u306b\u6761\u9805\u306e\u4e26\u3073\u304c\u9055\u3044\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u306f\u8a9e\u53e5\u3067\u691c\u7d22\u3067\u304d\u307e\u305b\u3093\u3002**\u30da\u30c3\u30c8\u306e\u6761\u9805\u304c\u672c\u6761\u306b\u3042\u308b\u306e\u304b\u3001\u7279\u7d04\u306b\u3042\u308b\u306e\u304b\u3001\u5225\u8868\u306b\u3042\u308b\u306e\u304b\u306f\u3001\u958b\u3044\u3066\u307f\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08b\uff09\u899a\u66f8\u3092\u898b\u843d\u3068\u3059\u3002** \u66f4\u65b0\u306e\u3068\u304d\u306b\u300c\u30da\u30c3\u30c81\u5339\u307e\u3067\u53ef\u300d\u3068\u899a\u66f8\u3067\u53d6\u6271\u3044\u3092\u5909\u3048\u3066\u3044\u3066\u3082\u3001**\u62c5\u5f53\u8005\u304c\u5951\u7d04\u66f8\u306e\u672c\u4f53\u3060\u3051\u3092\u898b\u3066\u300c\u98fc\u80b2\u306f\u7981\u6b62\u3067\u3059\u300d\u3068\u7b54\u3048\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5165\u5c45\u8005\u306f\u899a\u66f8\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u3059\u3050\u306b\u82e6\u60c5\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u7b54\u3048\u304c\u9055\u3046\u3002** \u300c\u89e3\u7d04\u306f1\u304b\u6708\u524d\u300d\u3068\u66f8\u304b\u308c\u305f\u5951\u7d04\u3067\u3001\u300c1\u304b\u6708\u300d\u3092\u66a6\u306e\u6708\u3068\u53d6\u308b\u304b30\u65e5\u3068\u53d6\u308b\u304b\u3067\u3001**\u62c5\u5f53\u8005\u3054\u3068\u306b\u4f1d\u3048\u65b9\u304c\u63fa\u308c\u307e\u3059\u3002** \u540c\u3058\u5165\u5c45\u8005\u306b\u5225\u306e\u62c5\u5f53\u8005\u304c\u9055\u3046\u3053\u3068\u3092\u8a00\u3048\u3070\u3001\u4fe1\u983c\u3092\u5931\u3044\u307e\u3059\u3002\n\n**\uff08d\uff09\u6761\u9805\u306b\u7121\u3044\u3053\u3068\u3092\u7b54\u3048\u308b\u3002** \u5951\u7d04\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u53d6\u6271\u3044\u3092\u3001\u4ed6\u306e\u7269\u4ef6\u306e\u4f8b\u3084\u4e00\u822c\u7684\u306a\u6163\u884c\u3067\u7b54\u3048\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u3001\u8cb8\u4e3b\u306b\u78ba\u304b\u3081\u308b\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002**","before_flow_steps":["\u5165\u5c45\u8005\u304b\u3089\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u3067\u8cea\u554f\u304c\u5c4a\u304f","\u62c5\u5f53\u8005\u304c\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u5165\u5c45\u8005\u3092\u63a2\u3057\u3001\u672c\u4eba\u3067\u3042\u308b\u3053\u3068\u3068\u90e8\u5c4b\u3092\u78ba\u304b\u3081\u308b","\u305d\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u66f8\u306ePDF\u3092\u958b\u304d\u3001\u8a72\u5f53\u3057\u305d\u3046\u306a\u6761\u9805\u3092\u63a2\u3059","\u7279\u7d04\u306e\u6b04\u3068\u3001\u66f4\u65b0\u6642\u306e\u899a\u66f8\u304c\u3042\u308c\u3070\u305d\u308c\u3082\u958b\u304f","\u5171\u7528\u90e8\u306e\u4f7f\u3044\u65b9\u306e\u8cea\u554f\u306a\u3089\u3001\u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u3084\u4f7f\u7528\u7d30\u5247\u3092\u958b\u304f","\u6761\u9805\u3092\u8aad\u3093\u3067\u5165\u5c45\u8005\u306b\u7b54\u3048\u308b\u3002\u8aad\u307f\u65b9\u306b\u8ff7\u3046\u3082\u306e\u306f\u4e0a\u9577\u306b\u76f8\u8ac7\u3059\u308b","\u5bfe\u5fdc\u306e\u8a18\u9332\u3092\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u6b8b\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u5165\u5c45\u8005\u304b\u3089\u8cea\u554f\u304c\u5c4a\u304d\u3001\u62c5\u5f53\u8005\u304c\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u672c\u4eba\u3068\u90e8\u5c4b\u3092\u78ba\u304b\u3081\u308b\n2. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u306b\u305d\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5951\u7d04\u756a\u53f7\u304b\u3089\u5efa\u7269\u306e\u756a\u53f7\u3092\u5f15\u304d\u3001\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u6761\u4ef6\u3092\u4f5c\u308b\n4. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u5165\u5c45\u8005\u306e\u8cea\u554f\u3092\u66f8\u304f\n5. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u6cd5\u52d9\u30fb\u8cb8\u4e3b\u78ba\u8a8d\u3078\u56de\u3059\u898f\u5247\u306b\u5f53\u305f\u308b\u304b\u3092\u5148\u306b\u898b\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5f53\u305f\u3089\u306a\u3051\u308c\u3070\u3001\u691c\u7d22\u57fa\u76e4\u304c\u305d\u306e\u5951\u7d04\u3068\u5efa\u7269\u306e\u6587\u66f8\u3060\u3051\u304b\u3089\u6761\u9805\u3092\u63a2\u3057\u3066\u7b54\u3048\u3092\u4f5c\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u7b54\u3048\u306b\u51fa\u5178\uff08\u6587\u66f8\u306e\u7a2e\u985e\u30fb\u6761\u9805\u30fb\u9801\uff09\u3092\u4ed8\u3051\u3001\u899a\u66f8\u3084\u7279\u7d04\u304c\u672c\u4f53\u3092\u5909\u3048\u3066\u3044\u308b\u3068\u304d\u306f\u305d\u306e\u65e8\u3092\u5148\u306b\u793a\u3059\n8. **\u3010\u81ea\u52d5\u3011** \u6839\u62e0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u6839\u62e0\u304c\u5f31\u3044\u3068\u304d\u306f\u7b54\u3048\u305a\u3001\u300c\u5951\u7d04\u66f8\u985e\u306b\u8a18\u8f09\u306a\u3057\u300d\u3068\u3057\u3066\u8cb8\u4e3b\u78ba\u8a8d\u306e\u5019\u88dc\u306b\u3059\u308b\n9. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u51fa\u5178\u306e\u9801\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u5165\u5c45\u8005\u306b\u4f1d\u3048\u308b\n10. **\u3010\u4eba\u3011** \u6cd5\u52d9\u30fb\u8cb8\u4e3b\u78ba\u8a8d\u306b\u56de\u3063\u305f\u3082\u306e\u306f\u3001\u4e0a\u9577\u304c\u8cb8\u4e3b\u3084\u6cd5\u52d9\u306e\u62c5\u5f53\u306b\u78ba\u304b\u3081\u3066\u304b\u3089\u5165\u5c45\u8005\u306b\u8fd4\u3059\n\n**2\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u691c\u7d22\u306e\u7bc4\u56f2\u306f\u3001**\u62c5\u5f53\u8005\u304c\u672c\u4eba\u3092\u78ba\u304b\u3081\u305f\u5f8c\u306b\u9078\u3093\u3060\u5951\u7d04\u756a\u53f7\u3060\u3051\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002** \u8cea\u554f\u306e\u6587\u9762\u304b\u3089\u90e8\u5c4b\u3092\u63a8\u3057\u91cf\u3089\u305b\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n**9\u756a\u76ee\u3067\u3001\u62c5\u5f53\u8005\u306f\u5fc5\u305a\u51fa\u5178\u306e\u9801\u3092\u958b\u304d\u307e\u3059\u3002** \u7b54\u3048\u306e\u6587\u3092\u8aad\u307f\u4e0a\u3052\u308b\u306e\u3067\u306f\u306a\u304f\u3001**\u6761\u9805\u306e\u539f\u6587\u3092\u898b\u3066\u4f1d\u3048\u307e\u3059\u3002** \u30b9\u30ad\u30e3\u30f3\u306e\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3067\u6570\u5b57\u304c\u9055\u3063\u3066\u3044\u3066\u3082\u3001\u3053\u3053\u3067\u6b62\u307e\u308a\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u5165\u5c45\u8005\u304b\u3089\u8cea\u554f\u304c\u5c4a\u304d\u3001\u62c5\u5f53\u8005\u304c\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u672c\u4eba\u3068\u90e8\u5c4b\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u306b\u305d\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5951\u7d04\u756a\u53f7\u304b\u3089\u5efa\u7269\u306e\u756a\u53f7\u3092\u5f15\u304d\u3001\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u6761\u4ef6\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u5165\u5c45\u8005\u306e\u8cea\u554f\u3092\u66f8\u304f","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u6cd5\u52d9\u30fb\u8cb8\u4e3b\u78ba\u8a8d\u3078\u56de\u3059\u898f\u5247\u306b\u5f53\u305f\u308b\u304b\u3092\u5148\u306b\u898b\u308b","**\u3010\u81ea\u52d5\u3011** \u5f53\u305f\u3089\u306a\u3051\u308c\u3070\u3001\u691c\u7d22\u57fa\u76e4\u304c\u305d\u306e\u5951\u7d04\u3068\u5efa\u7269\u306e\u6587\u66f8\u3060\u3051\u304b\u3089\u6761\u9805\u3092\u63a2\u3057\u3066\u7b54\u3048\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u7b54\u3048\u306b\u51fa\u5178\uff08\u6587\u66f8\u306e\u7a2e\u985e\u30fb\u6761\u9805\u30fb\u9801\uff09\u3092\u4ed8\u3051\u3001\u899a\u66f8\u3084\u7279\u7d04\u304c\u672c\u4f53\u3092\u5909\u3048\u3066\u3044\u308b\u3068\u304d\u306f\u305d\u306e\u65e8\u3092\u5148\u306b\u793a\u3059","**\u3010\u81ea\u52d5\u3011** \u6839\u62e0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u6839\u62e0\u304c\u5f31\u3044\u3068\u304d\u306f\u7b54\u3048\u305a\u3001\u300c\u5951\u7d04\u66f8\u985e\u306b\u8a18\u8f09\u306a\u3057\u300d\u3068\u3057\u3066\u8cb8\u4e3b\u78ba\u8a8d\u306e\u5019\u88dc\u306b\u3059\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u51fa\u5178\u306e\u9801\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u5165\u5c45\u8005\u306b\u4f1d\u3048\u308b","**\u3010\u4eba\u3011** \u6cd5\u52d9\u30fb\u8cb8\u4e3b\u78ba\u8a8d\u306b\u56de\u3063\u305f\u3082\u306e\u306f\u3001\u4e0a\u9577\u304c\u8cb8\u4e3b\u3084\u6cd5\u52d9\u306e\u62c5\u5f53\u306b\u78ba\u304b\u3081\u3066\u304b\u3089\u5165\u5c45\u8005\u306b\u8fd4\u3059"],"architecture":"```\n\u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762\uff08\u62c5\u5f53\u8005\u304c\u4f7f\u3046\uff09\n   \u2502  \u2460 \u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u308b  \u2461 \u5165\u5c45\u8005\u306e\u8cea\u554f\u3092\u66f8\u304f\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Cloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u5951\u7d04\u756a\u53f7\u304b\u3089\u5efa\u7269\u306e\u756a\u53f7\u30fb\u66f8\u5f0f\u3092\u5f15\u304f\uff08\u5951\u7d04\u306e\u4e00\u89a7\uff09\n   \u251c\u2500\u2500\u25b6 \u6cd5\u52d9\u30fb\u8cb8\u4e3b\u78ba\u8a8d\u3078\u56de\u3059\u898f\u5247\u306b\u5f53\u305f\u308b\u304b\uff08\u6709\u52b9\u6027\u30fb\u8ca0\u62c5\u306e\u4e89\u3044\u30fb\u4f8b\u5916\u306e\u6c42\u3081\uff09\n   \u25bc  \u5f53\u305f\u3089\u306a\u3044\nVertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\n   \u2502   \u7d5e\u308a\u8fbc\u307f\uff1acontract_id \u307e\u305f\u306f building_id\u3001status\n   \u2502   \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff1a\u5951\u7d04\u66f8\u30fb\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\u30fb\u899a\u66f8\uff08\u90e8\u5c4b\u3054\u3068\uff09\uff0f\u7ba1\u7406\u898f\u7d04\u30fb\u4f7f\u7528\u7d30\u5247\uff08\u5efa\u7269\u3054\u3068\uff09\n   \u2502   \uff08\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u306f OCR \u30d1\u30fc\u30b5\u30fc\u3067\u8aad\u307f\u53d6\u308a\uff09\n   \u25bc  \u7b54\u3048\u30fb\u51fa\u5178\u30fb\u6839\u62e0\u306e\u5f37\u3055\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u6839\u62e0\u304c\u5f31\u3051\u308c\u3070\u7b54\u3048\u305a\u306b\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3059\u308b\n   \u25bc\n\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u306b\u8fd4\u3059 \uff0f \u4f1a\u8a71\u306e\u8a18\u9332\u3092\u4fdd\u7ba1\u30fb\u96c6\u8a08\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\u753b\u9762\u3068\u691c\u7d22\u57fa\u76e4\u3068\u5951\u7d04\u306e\u4e00\u89a7\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u96c6\u8a08 | BigQuery\uff08\u4f1a\u8a71\u306e\u8a18\u9332\u306e\u4fdd\u7ba1\u3068\u3001\u8cea\u554f\u306e\u7a2e\u985e\u30fb\u8a18\u8f09\u306a\u3057\u306e\u6708\u6b21\u96c6\u8a08\uff09 | Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u5951\u7d04\u66f8\u985e\u306ePDF\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\uff09 | \u2500 |\n\n**\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5bfe\u5fdc\u306e\u8a18\u9332\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u62c5\u5f53\u8005\u304c\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u6b8b\u3057\u307e\u3059\u3002**\u5951\u7d04\u66f8\u985e\u306ePDF\u306f\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3057\u3066 Cloud Storage \u306b\u7f6e\u304d\u76f4\u3057\u307e\u3059\u3002** \u66f8\u304d\u51fa\u3057\u306e\u65b9\u6cd5\u306f\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u88fd\u54c1\u306b\u3088\u3063\u3066\u9055\u3046\u306e\u3067\u3001**\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u5b9f\u88c5\u304c\u5fc5\u8981**\u3067\u3059\u3002\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f\u3001Vertex AI Search \u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u300cVertex AI Search is being renamed to Agent Search.\u300d\u3068\u66f8\u304b\u308c\u3066\u304a\u308a\u3001**\u88fd\u54c1\u306f Agent Search \u3078\u6539\u79f0\u3055\u308c\u3064\u3064\u3042\u308a\u307e\u3059\u3002** \u672c\u8a18\u4e8b\u3067\u306f\u4e21\u65b9\u306e\u540d\u524d\u3092\u4f75\u8a18\u3057\u307e\u3059\u3002answer \u30e1\u30bd\u30c3\u30c9\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u304b\u3089\u6839\u62e0\u3092\u63a2\u3057\u3066\u7b54\u3048\u3092\u4f5c\u308a\u3001`includeCitations` \u3067\u7b54\u3048\u306e\u6587\u3054\u3068\u306b\u51fa\u5178\u3092\u793a\u305b\u307e\u3059\u3002\n\n**\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u306f\u3001OCR \u30d1\u30fc\u30b5\u30fc\u3067\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u65e2\u5b9a\u306e\u30c7\u30b8\u30bf\u30eb\u30d1\u30fc\u30b5\u30fc\u306f\u3001\u6a5f\u68b0\u3067\u8aad\u3081\u308b\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3059\u3082\u306e\u3067\u3001**\u6587\u5b57\u304c\u753b\u50cf\u306b\u306a\u3063\u3066\u3044\u308b\u30b9\u30ad\u30e3\u30f3\u306ePDF\u306b\u306f\u5411\u304d\u307e\u305b\u3093\u3002** OCR \u30d1\u30fc\u30b5\u30fc\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u6587\u66f8\u306e\u3088\u3046\u306b\u6587\u5b57\u304c\u753b\u50cf\u306e\u4e00\u90e8\u306b\u306a\u3063\u3066\u3044\u308bPDF\u306e\u305f\u3081\u306e\u3082\u306e\u3067\u3001\u5bfe\u8c61\u306fPDF\u3060\u3051\u3067\u3059\u3002**`useNativeText` \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u6a5f\u68b0\u3067\u8aad\u3081\u308b\u6587\u5b57\u3068OCR\u306e\u7d50\u679c\u3092\u5408\u308f\u305b\u3066\u53d6\u308a\u51fa\u3057\u3001\u8aad\u307f\u53d6\u308a\u306e\u8cea\u3092\u4e0a\u3052\u3089\u308c\u307e\u3059\u3002** \u6587\u5b57\u3068\u3057\u3066\u9078\u3079\u308b\u65b0\u3057\u3044\u5951\u7d04\u66f8\u3068\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u53e4\u3044\u5951\u7d04\u66f8\u304c\u6df7\u3056\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u3053\u306e\u8a2d\u5b9a\u304c\u5408\u3044\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u62c5\u5f53\u8005\u304c\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u3001\u8cea\u554f\u3092\u66f8\u3044\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** \u5951\u7d04\u756a\u53f7\u306f\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u672c\u4eba\u3092\u78ba\u304b\u3081\u305f\u5f8c\u306b\u3001\u305d\u306e\u753b\u9762\u304b\u3089\u5199\u3057\u307e\u3059\u3002**\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u308b\u307e\u3067\u8cea\u554f\u6b04\u3092\u958b\u304d\u307e\u305b\u3093\u3002** \u5efa\u7269\u306e\u540d\u524d\u3068\u90e8\u5c4b\u756a\u53f7\u3067\u691c\u7d22\u3055\u305b\u308b\u4f5c\u308a\u306b\u3059\u308b\u3068\u3001\u540c\u3058\u90e8\u5c4b\u306e\u524d\u306e\u5165\u5c45\u8005\u306e\u5951\u7d04\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**1\u3064\u306e\u4f1a\u8a71\u306f\u30011\u3064\u306e\u5951\u7d04\u306e\u307e\u307e\u7d9a\u3051\u307e\u3059\u3002** answer \u30e1\u30bd\u30c3\u30c9\u306f\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u305f\u8907\u6570\u56de\u306e\u3084\u308a\u53d6\u308a\u306b\u5bfe\u5fdc\u3057\u3001\u524d\u306e\u8cea\u554f\u3092\u8e0f\u307e\u3048\u3066\u6b21\u306e\u8cea\u554f\u3092\u8a00\u3044\u63db\u3048\u3066\u691c\u7d22\u3057\u307e\u3059\u3002\u300c\u30da\u30c3\u30c8\u306f\u300d\u306e\u6b21\u306b\u300c\u4f55\u5339\u307e\u3067\u300d\u3068\u805e\u3051\u3070\u3001\u30da\u30c3\u30c8\u306e\u6761\u9805\u306e\u7d9a\u304d\u3068\u3057\u3066\u63a2\u3057\u307e\u3059\u3002**\u5225\u306e\u5165\u5c45\u8005\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u79fb\u308b\u3068\u304d\u306f\u3001\u4f1a\u8a71\u3092\u65b0\u3057\u304f\u59cb\u3081\u307e\u3059\u3002** \u524d\u306e\u5165\u5c45\u8005\u306e\u5951\u7d04\u3092\u8e0f\u307e\u3048\u305f\u8a00\u3044\u63db\u3048\u304c\u6df7\u3056\u3089\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002\n\n**\u96fb\u8a71\u3092\u53d7\u3051\u306a\u304c\u3089\u4f7f\u3046\u3053\u3068\u3092\u524d\u63d0\u306b\u3001\u7b54\u3048\u306f\u6570\u79d2\u3067\u8fd4\u308b\u9577\u3055\u306b\u3057\u307e\u3059\u3002** \u62c5\u5f53\u8005\u306f\u901a\u8a71\u3092\u4fdd\u7559\u306b\u305b\u305a\u3001\u5165\u5c45\u8005\u306b\u300c\u5951\u7d04\u66f8\u3092\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u4f1d\u3048\u3066\u753b\u9762\u3092\u898b\u307e\u3059\u3002**\u9577\u3044\u7b54\u3048\u3092\u8aad\u307e\u305b\u308b\u4f5c\u308a\u306b\u3059\u308b\u3068\u3001\u7d50\u5c40\u6298\u308a\u8fd4\u3057\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u30e1\u30fc\u30eb\u306e\u554f\u3044\u5408\u308f\u305b\u3082\u3001\u540c\u3058\u753b\u9762\u3067\u6271\u3044\u307e\u3059\u3002** \u30e1\u30fc\u30eb\u306e\u672c\u6587\u3092\u8cbc\u308b\u3068\u304d\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7f72\u540d\u3068\u5f15\u7528\u90e8\u5206\u3092\u843d\u3068\u3057\u3066\u304b\u3089\u8cea\u554f\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u62c5\u5f53\u8005\u304c\u5165\u308c\u308b\u5024 | \u5951\u7d04\u756a\u53f7\u3001\u5165\u5c45\u8005\u306e\u8cea\u554f\u306e\u6587\u9762\u3001\u4f1a\u8a71\u306e\u4e2d\u306e\u524d\u306e\u8cea\u554f | \u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762 |\n| \u8cc3\u8cb8\u501f\u5951\u7d04\u66f8 | \u982d\u66f8\u3001\u672c\u6761\u3001\u5225\u8868\u3001\u7279\u7d04\u306e\u6b04\u3002\u90e8\u5c4b\u3054\u3068 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3057\u305fPDF |\n| \u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8 | \u5951\u7d04\u306e\u524d\u306b\u8aac\u660e\u3057\u305f\u4e8b\u9805\u3002\u90e8\u5c4b\u3054\u3068 | \u540c\u4e0a |\n| \u66f4\u65b0\u6642\u306e\u899a\u66f8\u30fb\u5408\u610f\u66f8 | \u66f4\u65b0\u306e\u3068\u304d\u306b\u5909\u3048\u305f\u6761\u4ef6\u3002\u90e8\u5c4b\u3054\u3068\u3001\u65e5\u4ed8\u3064\u304d | \u540c\u4e0a |\n| \u7ba1\u7406\u898f\u7d04\u30fb\u4f7f\u7528\u7d30\u5247 | \u5171\u7528\u90e8\u306e\u4f7f\u3044\u65b9\u3001\u30da\u30c3\u30c8\u30fb\u99d0\u8f2a\u30fb\u3054\u307f\u306e\u898f\u5247\u3002\u5efa\u7269\u3054\u3068 | \u7ba1\u7406\u7d44\u5408\u30fb\u8cb8\u4e3b\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u3082\u306e |\n| \u5951\u7d04\u306e\u4e00\u89a7 | \u5951\u7d04\u756a\u53f7\u3068\u5efa\u7269\u306e\u756a\u53f7\u3001\u66f8\u5f0f\u306e\u7a2e\u985e\u3001\u5951\u7d04\u3068\u66f4\u65b0\u306e\u65e5\u4ed8 | \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u56de\u3059\u898f\u5247 | \u6cd5\u52d9\u30fb\u8cb8\u4e3b\u78ba\u8a8d\u3078\u56de\u3059\u8cea\u554f\u306e\u7a2e\u985e\u3068\u898b\u5206\u3051\u65b9 | \u7ba1\u7406\u90e8\u304c\u6c7a\u3081\u3066\u6301\u3064\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u899a\u66f8\u306e\u6301\u3061\u65b9\u3067\u3059\u3002** \u899a\u66f8\u306f\u5951\u7d04\u66f8\u306e\u4e00\u90e8\u306e\u6761\u9805\u3092\u5909\u3048\u308b\u6570\u884c\u306e\u6587\u66f8\u3067\u3001**\u5951\u7d04\u66f8\u306e\u672c\u4f53\u3068\u540c\u3058\u91cd\u307f\u3067\u691c\u7d22\u3059\u308b\u3068\u3001\u672c\u4f53\u306e\u53e4\u3044\u6761\u9805\u304c\u6839\u62e0\u306b\u51fa\u307e\u3059\u3002** \u899a\u66f8\u306b\u306f\u3001\u5909\u3048\u305f\u6761\u9805\u3068\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u4ed8\u3051\u3001\u7b54\u3048\u306e\u4e2d\u3067\u3082\u672c\u4f53\u3088\u308a\u5148\u306b\u793a\u3055\u305b\u307e\u3059\u3002\n\n**\u7ba1\u7406\u898f\u7d04\u306f\u3001\u5206\u8b72\u30de\u30f3\u30b7\u30e7\u30f3\u306e\u4e00\u5ba4\u3092\u7ba1\u7406\u3059\u308b\u3068\u304d\u306b\u7279\u306b\u52b9\u304d\u307e\u3059\u3002** \u90e8\u5c4b\u306e\u5951\u7d04\u3067\u30da\u30c3\u30c8\u304c\u53ef\u3067\u3082\u3001**\u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u304c\u98fc\u80b2\u3092\u5236\u9650\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u90e8\u5c4b\u306e\u5951\u7d04\u3068\u5efa\u7269\u306e\u898f\u7d04\u306e\u4e21\u65b9\u3092\u5f15\u304d\u3001\u3069\u3061\u3089\u306e\u6587\u66f8\u306e\u8a18\u8f09\u304b\u3092\u5206\u3051\u3066\u793a\u3057\u307e\u3059\u3002\n\n\u56fd\u571f\u4ea4\u901a\u7701\u306e\u8cc3\u8cb8\u4f4f\u5b85\u6a19\u6e96\u5951\u7d04\u66f8\uff08\u5e73\u621030\u5e743\u6708\u7248\uff09\u306b\u306f\u3001\u501f\u4e3b\u304b\u3089\u306e\u89e3\u7d04\u309230\u65e5\u524d\u306e\u7533\u5165\u308c\u3067\u884c\u3046\u6761\u9805\u3084\u3001\u72ac\u30fb\u732b\u306a\u3069\u306e\u52d5\u7269\u306e\u98fc\u80b2\u3092\u7981\u6b62\u30fb\u5236\u9650\u3059\u308b\u884c\u70ba\u3068\u3057\u3066\u5225\u8868\u3067\u5b9a\u3081\u308b\u5f62\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\u3072\u306a\u5f62\u3069\u304a\u308a\u306e\u5951\u7d04\u3082\u3042\u308c\u3070\u3001\u7279\u7d04\u3067\u5909\u3048\u3066\u3044\u308b\u5951\u7d04\u3082\u3042\u308b**\u306e\u3067\u3001\u3072\u306a\u5f62\u306e\u77e5\u8b58\u3067\u7b54\u3048\u305a\u3001\u305d\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u306e\u8a18\u8f09\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u6587\u66f8\u306f Cloud Storage \u306e\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304d\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e JSONL \u3068\u4e00\u7dd2\u306b\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3078\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** 1\u6587\u66f8\u3054\u3068\u306b\u6b21\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u30e1\u30bf\u30c7\u30fc\u30bf | \u5024\u306e\u4f8b | \u4f7f\u3044\u3069\u3053\u308d |\n|:--|:--|:--|\n| `contract_id` | `C-2019-04512` | \u90e8\u5c4b\u306e\u5951\u7d04\u306e\u6587\u66f8\u3060\u3051\u306b\u7d5e\u308b |\n| `building_id` | `B-0231` | \u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u30fb\u4f7f\u7528\u7d30\u5247\u306b\u7d5e\u308b |\n| `doc_type` | `lease`\u3001`disclosure`\u3001`amendment`\u3001`bylaws`\u3001`house_rules` | \u51fa\u5178\u306e\u8868\u793a\u3068\u3001\u899a\u66f8\u306e\u512a\u5148 |\n| `effective_from` | \u899a\u66f8\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\uff08ISO 8601 \u306e\u65e5\u4ed8\uff09 | \u53e4\u3044\u899a\u66f8\u3068\u65b0\u3057\u3044\u899a\u66f8\u3092\u4e26\u3079\u308b |\n| `form_type` | `own_2018`\u3001`owner_a`\u3001`legacy_x` | \u66f8\u5f0f\u3054\u3068\u306e\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3092\u96c6\u8a08\u3059\u308b |\n| `status` | `active`\u3001`terminated` | \u89e3\u7d04\u6e08\u307f\u306e\u5951\u7d04\u3092\u5916\u3059 |\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u30b9\u30ad\u30fc\u30de\u3067\u300cIndexable\u300d\u306b\u3057\u307e\u3059\u3002** \u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f `ANY()` \u306b\u3088\u308b\u5b8c\u5168\u4e00\u81f4\u3068 `AND`\u30fb`OR`\u30fb`NOT` \u3067\u66f8\u3051\u307e\u3059\u3002\n\n```\n(contract_id: ANY(\"C-2019-04512\") OR (building_id: ANY(\"B-0231\") AND doc_type: ANY(\"bylaws\", \"house_rules\")))\nAND status: ANY(\"active\")\n```\n\n**\u5efa\u7269\u306e\u6587\u66f8\u306f `doc_type` \u3067\u9650\u308a\u307e\u3059\u3002** `building_id` \u3060\u3051\u3067\u7d5e\u308b\u3068\u3001**\u540c\u3058\u5efa\u7269\u306e\u4ed6\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u66f8\u304c\u7bc4\u56f2\u306b\u5165\u308a\u307e\u3059\u3002** \u90e8\u5c4b\u306e\u6587\u66f8\u306f `contract_id`\u3001\u5efa\u7269\u306e\u6587\u66f8\u306f `building_id` \u3068\u7a2e\u985e\u3001\u306e2\u3064\u3092 `OR` \u3067\u3064\u306a\u304e\u307e\u3059\u3002\n\n**\u89e3\u7d04\u6e08\u307f\u306e\u5951\u7d04\u306f\u6d88\u3055\u305a\u306b `terminated` \u306b\u3057\u307e\u3059\u3002** \u9000\u53bb\u306e\u5f8c\u306e\u7cbe\u7b97\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u3068\u304d\u3060\u3051\u3001\u62c5\u5f53\u8005\u306e\u64cd\u4f5c\u3067\u7bc4\u56f2\u306b\u623b\u3057\u307e\u3059\u3002\n\n**\u53d6\u308a\u8fbc\u307f\u306f\u3001Cloud Storage \u304b\u3089\u5b9a\u671f\u306e\u540c\u671f\u306b\u3057\u307e\u3059\u3002** \u9593\u9694\u306f1\u65e5\u30fb3\u65e5\u30fb5\u65e5\u304b\u3089\u9078\u3079\u307e\u3059\u3002**\u65b0\u3057\u3044\u5951\u7d04\u3084\u899a\u66f8\u306f\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u767b\u9332\u3057\u305f\u7fcc\u65e5\u306b\u306f\u691c\u7d22\u3067\u304d\u308b**\u3088\u3046\u30011\u65e5\u306e\u9593\u9694\u306b\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5951\u7d04\u756a\u53f7\u306e\u78ba\u8a8d** \u2026 \u5951\u7d04\u306e\u4e00\u89a7\u3067\u5f15\u304d\u3001`status` \u3068\u5efa\u7269\u306e\u756a\u53f7\u3092\u6c7a\u3081\u307e\u3059\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u4f1a\u8a71\u3092\u59cb\u3081\u307e\u305b\u3093\n2. **\u8cea\u554f\u306e\u6574\u7406** \u2026 \u30e1\u30fc\u30eb\u306e\u7f72\u540d\u3068\u5f15\u7528\u3092\u843d\u3068\u3057\u3001\u5165\u5c45\u8005\u306e\u6c0f\u540d\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u53e3\u5ea7\u756a\u53f7\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u4f0f\u305b\u307e\u3059\n3. **\u56de\u3059\u898f\u5247\u306e\u7167\u5408** \u2026 \u300c\u7121\u52b9\u3067\u306f\u300d\u300c\u6255\u308f\u306a\u304f\u3066\u3088\u3044\u304b\u300d\u300c\u6cd5\u5f8b\u3067\u306f\u300d\u300c\u5f01\u8b77\u58eb\u300d\u300c\u4eca\u56de\u3060\u3051\u300d\u306a\u3069\u3001\u6761\u9805\u306e\u6709\u52b9\u6027\u3084\u8ca0\u62c5\u306e\u4e89\u3044\u3001\u4f8b\u5916\u306e\u6c42\u3081\u3092\u793a\u3059\u8a9e\u3092\u898b\u307e\u3059\n4. **\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306e\u7d44\u307f\u7acb\u3066** \u2026 \u5951\u7d04\u756a\u53f7\u3068\u5efa\u7269\u306e\u756a\u53f7\u304b\u3089\u5f0f\u3092\u4f5c\u308a\u307e\u3059\u3002**\u62c5\u5f53\u8005\u306e\u66f8\u3044\u305f\u6587\u5b57\u3092\u5f0f\u306b\u6df7\u305c\u307e\u305b\u3093**\n5. **\u53d6\u308a\u8fbc\u307f\u524d\u306e\u78ba\u8a8d** \u2026 \u65b0\u3057\u3044PDF\u3092\u7f6e\u304f\u3068\u304d\u3001\u5951\u7d04\u756a\u53f7\u3068\u6587\u66f8\u306e\u7a2e\u985e\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u9801\u304c\u6b20\u3051\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u300c\u66f4\u65b0\u6599\u306f\u6255\u308f\u306a\u3044\u3068\u3044\u3051\u306a\u3044\u306e\u304b\u300d\u306f\u3001\u5951\u7d04\u306e\u8a18\u8f09\u3092\u793a\u305b\u3070\u6e08\u3080\u8cea\u554f\u306b\u3082\u3001\u66f4\u65b0\u6599\u306e\u6709\u52b9\u6027\u3092\u4e89\u3046\u8cea\u554f\u306b\u3082\u8aad\u3081\u307e\u3059\u3002**\u8a18\u8f09\u306f\u793a\u3057\u305f\u3046\u3048\u3067\u3001\u4e89\u3044\u306e\u6c17\u914d\u304c\u3042\u308c\u3070\u6cd5\u52d9\u3078\u56de\u3059**\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**5\u756a\u76ee\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u9801\u306e\u6b20\u3051\u3092\u9632\u304e\u307e\u3059\u3002** \u7279\u7d04\u306e\u9801\u3060\u3051\u30b9\u30ad\u30e3\u30f3\u304c\u6f0f\u308c\u3066\u3044\u308b\u3068\u3001**AI\u306f\u300c\u7279\u7d04\u306b\u8a18\u8f09\u306a\u3057\u300d\u3068\u6b63\u3057\u304f\u7b54\u3048\u3001\u305d\u306e\u7b54\u3048\u304c\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u9801\u6570\u3092\u5951\u7d04\u306e\u4e00\u89a7\u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u9078\u3070\u308c\u305f\u5951\u7d04\u3068\u5efa\u7269\u306e\u6587\u66f8\u304b\u3089\u8a72\u5f53\u3059\u308b\u6761\u9805\u3092\u63a2\u3057\u3001\u6587\u66f8\u306e\u8a00\u8449\u3067\u300c\u5951\u7d04\u4e0a\u3069\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u300d\u3092\u7b54\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u7b54\u3048\u65b9 | \u6839\u62e0\u306b\u3059\u308b\u6587\u66f8 |\n|:--|:--|:--|\n| \u30da\u30c3\u30c8\u306e\u98fc\u80b2 | \u5951\u7d04\u30fb\u899a\u66f8\u30fb\u7ba1\u7406\u898f\u7d04\u306e\u8a18\u8f09\u3092\u5206\u3051\u3066\u793a\u3059 | \u5951\u7d04\u66f8\u306e\u5225\u8868\u3068\u7279\u7d04\u3001\u899a\u66f8\u3001\u7ba1\u7406\u898f\u7d04 |\n| \u99d0\u8f2a\u30fb\u99d0\u8eca | \u5951\u7d04\u306e\u533a\u753b\u306e\u8a18\u8f09\u3068\u3001\u4f7f\u7528\u7d30\u5247\u306e\u898f\u5247\u3092\u793a\u3059 | \u5951\u7d04\u66f8\u306e\u982d\u66f8\u3001\u4f7f\u7528\u7d30\u5247 |\n| \u66f4\u65b0\u6599\u30fb\u66f4\u65b0\u306e\u624b\u7d9a\u304d | \u91d1\u984d\u3084\u7b97\u5b9a\u306e\u66f8\u304d\u65b9\u3001\u624b\u7d9a\u304d\u306e\u671f\u9650\u3092\u6587\u66f8\u306e\u307e\u307e\u793a\u3059 | \u5951\u7d04\u66f8\u3001\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8 |\n| \u89e3\u7d04\u306e\u4e88\u544a | \u4e88\u544a\u306e\u671f\u9593\u3068\u65b9\u6cd5\uff08\u66f8\u9762\u304b\u3069\u3046\u304b\uff09\u3092\u6587\u66f8\u306e\u307e\u307e\u793a\u3059 | \u5951\u7d04\u66f8 |\n| \u540c\u5c45\u4eba\u306e\u8ffd\u52a0\u30fb\u697d\u5668 | \u5c4a\u51fa\u3084\u627f\u8afe\u306e\u8981\u5426\u3092\u793a\u3059 | \u5951\u7d04\u66f8\u3001\u4f7f\u7528\u7d30\u5247 |\n| \u9000\u53bb\u6642\u306e\u8ca0\u62c5 | \u5951\u7d04\u306b\u66f8\u304b\u308c\u305f\u8ca0\u62c5\u306e\u533a\u5206\u3068\u7279\u7d04\u3092\u793a\u3059 | \u5951\u7d04\u66f8\u306e\u7279\u7d04\u3001\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8 |\n\n**\u7b54\u3048\u306e\u982d\u306b\u306f\u3001\u899a\u66f8\u3084\u7279\u7d04\u304c\u672c\u4f53\u3092\u5909\u3048\u3066\u3044\u308b\u304b\u3092\u5fc5\u305a\u66f8\u304b\u305b\u307e\u3059\u3002** \u300c\u672c\u4f53\u306e\u7b2c\u25cb\u6761\u3092\u3001\u25cb\u5e74\u25cb\u6708\u306e\u899a\u66f8\u3067\u5909\u66f4\u3057\u3066\u3044\u307e\u3059\u300d\u306e\u3088\u3046\u306b\u793a\u3055\u305b\u3001**\u672c\u4f53\u3060\u3051\u306e\u7b54\u3048\u3067\u7d42\u308f\u3089\u305b\u307e\u305b\u3093\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6761\u9805\u304c\u6709\u52b9\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u6cd5\u7684\u306a\u8a55\u4fa1\u306f\u6cd5\u52d9\u304c\u53d7\u3051\u308b |\n| \u5951\u7d04\u306b\u7121\u3044\u53d6\u6271\u3044\u3092\u4e00\u822c\u306e\u6163\u884c\u3067\u88dc\u3046 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u8cb8\u4e3b\u306b\u78ba\u304b\u3081\u308b |\n| \u4ed6\u306e\u90e8\u5c4b\u3084\u4ed6\u306e\u7269\u4ef6\u306e\u5951\u7d04\u3067\u306e\u8a00\u3044\u63db\u3048 | \u90e8\u5c4b\u3054\u3068\u306b\u7279\u7d04\u304c\u9055\u3046 |\n| \u300c1\u304b\u6708\u300d\u309230\u65e5\u306b\u7f6e\u304d\u63db\u3048\u308b\u306a\u3069\u306e\u8aad\u307f\u66ff\u3048 | \u62c5\u5f53\u8005\u3054\u3068\u306e\u63fa\u308c\u3092AI\u304c\u56fa\u5b9a\u3057\u3066\u3057\u307e\u3046 |\n| \u8cbb\u7528\u306e\u91d1\u984d\u306e\u8a08\u7b97 | \u65e5\u5272\u308a\u3084\u6309\u5206\u306f\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u51fa\u3059 |\n| \u5165\u5c45\u8005\u3078\u306e\u7d04\u675f\uff08\u300c\u5927\u4e08\u592b\u3067\u3059\u300d\uff09 | \u4f1d\u3048\u308b\u306e\u306f\u62c5\u5f53\u8005 |\n\n**4\u884c\u76ee\u306f\u3001\u89aa\u5207\u306e\u3064\u3082\u308a\u3067\u8d77\u304d\u307e\u3059\u3002** \u300c\u89e3\u7d04\u306f1\u304b\u6708\u524d\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001AI\u306f\u65e5\u6570\u306b\u76f4\u3057\u3066\u7b54\u3048\u3088\u3046\u3068\u3057\u307e\u3059\u3002**\u6587\u66f8\u306e\u8868\u8a18\u306e\u307e\u307e\u793a\u3057\u3001\u3069\u3046\u6570\u3048\u308b\u304b\u306f\u793e\u5185\u3067\u6c7a\u3081\u305f\u8a00\u3044\u65b9\u3067\u62c5\u5f53\u8005\u304c\u4f1d\u3048\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `promptSpec.preamble` \u306b\u3001\u6b21\u306e\u5185\u5bb9\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u4f4f\u5b85\u306e\u7ba1\u7406\u4f1a\u793e\u3067\u3001\u5165\u5c45\u8005\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3046\u793e\u5185\u306e\u6848\u5185\u4fc2\u3067\u3059\u3002\n\u691c\u7d22\u3055\u308c\u305f\u3001\u3053\u306e\u90e8\u5c4b\u306e\u8cc3\u8cb8\u501f\u5951\u7d04\u66f8\u30fb\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\u30fb\u899a\u66f8\u3068\u3001\u3053\u306e\u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u30fb\u4f7f\u7528\u7d30\u5247\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\u7b54\u3048\u3092\u8aad\u3080\u306e\u306f\u62c5\u5f53\u8005\u3067\u3001\u5165\u5c45\u8005\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n- 1\u884c\u76ee\u306b\u3001\u899a\u66f8\u307e\u305f\u306f\u7279\u7d04\u304c\u5951\u7d04\u66f8\u306e\u672c\u4f53\u306e\u6761\u9805\u3092\u5909\u3048\u3066\u3044\u308b\u304b\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5909\u3048\u3066\u3044\u308c\u3070\u300c\u672c\u4f53\u306e\u7b2c\u25cb\u6761\u3092\u3001\u25cb\u5e74\u25cb\u6708\u25cb\u65e5\u306e\u899a\u66f8\u3067\u5909\u66f4\u300d\u306e\u3088\u3046\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- 2\u884c\u76ee\u4ee5\u964d\u306b\u3001\u8a72\u5f53\u3059\u308b\u8a18\u8f09\u3092\u6587\u66f8\u306e\u7a2e\u985e\u3054\u3068\u306b\u5206\u3051\u3066\u66f8\u304d\u3001\u6761\u9805\u306e\u756a\u53f7\u3068\u9801\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u90e8\u5c4b\u306e\u5951\u7d04\u3068\u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u306e\u4e21\u65b9\u306b\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u4e21\u65b9\u3092\u5206\u3051\u3066\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u671f\u9593\u3001\u91d1\u984d\u3001\u56de\u6570\u3001\u65e5\u4ed8\u306f\u3001\u6587\u66f8\u306e\u8868\u8a18\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u65e5\u6570\u3078\u306e\u63db\u7b97\u3084\u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070\u300c\u5951\u7d04\u66f8\u985e\u306b\u8a18\u8f09\u306a\u3057\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u306a\u3044\u3053\u3068\u3011\n- \u6761\u9805\u304c\u6709\u52b9\u304b\u3001\u6cd5\u5f8b\u4e0a\u3069\u3046\u306a\u308b\u304b\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u66f8\u985e\u306b\u7121\u3044\u53d6\u6271\u3044\u3092\u3001\u4e00\u822c\u7684\u306a\u6163\u884c\u3084\u4ed6\u306e\u7269\u4ef6\u306e\u4f8b\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5165\u5c45\u8005\u306b\u7d04\u675f\u3059\u308b\u8a00\u3044\u65b9\uff08\u300c\u5927\u4e08\u592b\u3067\u3059\u300d\u300c\u3067\u304d\u307e\u3059\u300d\uff09\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u306b\u5224\u8aad\u3067\u304d\u306a\u3044\u6587\u5b57\u304c\u3042\u308b\u3068\u304d\u306f\u3001\u63a8\u3057\u91cf\u3063\u3066\u57cb\u3081\u305a\u300c\u5224\u8aad\u3067\u304d\u306a\u3044\u7b87\u6240\u3042\u308a\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u5951\u7d04\u66f8\u306e\u305f\u3081\u306b\u5165\u308c\u307e\u3059\u3002** OCR\u306e\u7d50\u679c\u306b\u6b20\u3051\u3084\u5d29\u308c\u304c\u3042\u308b\u3068\u3001AI\u306f\u524d\u5f8c\u304b\u3089\u6570\u5b57\u3092\u88dc\u3063\u3066\u7b54\u3048\u307e\u3059\u3002**\u88dc\u3063\u305f\u6570\u5b57\u306f\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u307b\u3069\u62c5\u5f53\u8005\u304c\u898b\u843d\u3068\u3057\u307e\u3059\u3002** \u5224\u8aad\u3067\u304d\u306a\u3044\u3068\u66f8\u304b\u305b\u3001\u62c5\u5f53\u8005\u306b\u539f\u672c\u306e\u9801\u3092\u958b\u304b\u305b\u307e\u3059\u3002\n\n\u3042\u308f\u305b\u3066\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u3067\u6b21\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002\n\n| \u8a2d\u5b9a | \u5024 | \u76ee\u7684 |\n|:--|:--|:--|\n| `includeCitations` | true | \u7b54\u3048\u306e\u6587\u3054\u3068\u306b\u51fa\u5178\u3092\u793a\u3059 |\n| `ignoreLowRelevantContent` | true | \u95a2\u4fc2\u306e\u8584\u3044\u6761\u9805\u304b\u3089\u7121\u7406\u306b\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044 |\n| `searchSpec.searchParams.filter` | \u524d\u51e6\u7406\u3067\u7d44\u3093\u3060\u5f0f | \u3053\u306e\u5951\u7d04\u3068\u5efa\u7269\u306e\u6587\u66f8\u3060\u3051\u306b\u3059\u308b |\n| `searchSpec.searchParams.boostSpec` | `doc_type` \u304c `amendment` \u306e\u6587\u66f8\u3092\u4e0a\u3052\u308b | \u899a\u66f8\u3092\u672c\u4f53\u3088\u308a\u5148\u306b\u6839\u62e0\u306b\u3059\u308b |\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u304b\u3089\u6b21\u306e\u5f62\u306e\u8a18\u9332\u3092\u4f5c\u308a\u307e\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u753b\u9762\u306b\u8fd4\u3059\u306e\u306f `answer_text` \u3068 `citations` \u3067\u3059\u3002\n\n```json\n{\n  \"session_id\": \"\",\n  \"contract_id\": \"C-2019-04512\",\n  \"building_id\": \"B-0231\",\n  \"question_masked\": \"\",\n  \"topic\": \"pet | parking | renewal | termination | occupant | moveout | other\",\n  \"route\": \"answered | not_in_docs | escalated_rule | escalated_low_support\",\n  \"amended\": true,\n  \"answer_text\": \"\",\n  \"citations\": [ { \"doc_type\": \"amendment\", \"title\": \"\", \"clause\": \"\", \"page\": 0, \"uri\": \"\" } ],\n  \"support_score\": 0.0,\n  \"created_at\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`amended` \u3067\u899a\u66f8\u306e\u6709\u7121\u3092\u7b54\u3048\u306e\u6587\u304b\u3089\u5207\u308a\u96e2\u305b\u308b\u3053\u3068\u3067\u3059\u3002** 1\u884c\u76ee\u306e\u66f8\u304d\u65b9\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8aad\u307f\u53d6\u308a\u3001\u771f\u507d\u3067\u6301\u3061\u307e\u3059\u3002**\u753b\u9762\u3067\u306f\u3001\u899a\u66f8\u304c\u3042\u308c\u3070\u7b54\u3048\u306e\u4e0a\u306b\u76ee\u7acb\u3064\u5e2f\u3067\u51fa\u3057\u307e\u3059\u3002** \u62c5\u5f53\u8005\u304c\u672c\u4f53\u306e\u6761\u9805\u3060\u3051\u3092\u8aad\u307f\u4e0a\u3052\u308b\u306e\u3092\u9632\u304e\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`citations` \u306e `page` \u3067\u539f\u672c\u306e\u9801\u306b\u3059\u3050\u98db\u3079\u308b\u3053\u3068\u3067\u3059\u3002** \u62c5\u5f53\u8005\u306f\u3001\u7b54\u3048\u306e\u6587\u3067\u306f\u306a\u304f\u539f\u672c\u306e\u9801\u3092\u898b\u3066\u4f1d\u3048\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`not_in_docs` \u3092\u6570\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u5951\u7d04\u66f8\u985e\u306b\u8a18\u8f09\u304c\u7121\u304b\u3063\u305f\u8cea\u554f\u3092 `topic` \u3054\u3068\u306b\u6570\u3048\u308b\u3068\u3001**\u8cb8\u4e3b\u306b\u53d6\u6271\u3044\u3092\u6c7a\u3081\u3066\u3082\u3089\u3046\u3079\u304d\u9805\u76ee**\u304c\u898b\u3048\u307e\u3059\u3002\u30da\u30c3\u30c8\u306e\u8a18\u8f09\u304c\u7121\u3044\u5951\u7d04\u304c\u591a\u3044\u5efa\u7269\u306f\u3001\u8cb8\u4e3b\u3068\u53d6\u6271\u3044\u3092\u6c7a\u3081\u3066\u899a\u66f8\u306b\u3059\u308b\u5019\u88dc\u3067\u3059\u3002\n\n**`support_score` \u306f\u3001\u7b54\u3048\u304c\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u5185\u5bb9\u306b\u3069\u308c\u3060\u3051\u88cf\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u304b\u30920\u301c1\u3067\u793a\u3059\u5024\u3067\u3059\u3002** \u81ea\u793e\u3067\u6c7a\u3081\u305f\u5883\u76ee\u3092\u4e0b\u56de\u3063\u305f\u3089\u7b54\u3048\u3092\u8868\u793a\u305b\u305a\u3001\u62c5\u5f53\u8005\u306b\u539f\u672c\u3092\u958b\u304f\u3088\u3046\u8fd4\u3057\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306eAPI | \u5951\u7d04\u756a\u53f7\u3068\u8cea\u554f\u3092\u53d7\u3051\u3001\u7b54\u3048\u3068\u51fa\u5178\u3092\u8fd4\u3059 |\n| \u5951\u7d04\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u5951\u7d04\u756a\u53f7\u304b\u3089\u5efa\u7269\u306e\u756a\u53f7\u3068\u72b6\u614b\u3092\u5f15\u304f |\n| Vertex AI Search\uff08Agent Search\uff09 | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u30fb\u30d6\u30fc\u30b9\u30c8\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u6e21\u3057\u3001\u7b54\u3048\u3092\u53d7\u3051\u53d6\u308b |\n| Cloud Storage | \u6587\u66f8\u306e\u914d\u7f6e | \u5951\u7d04\u66f8\u985e\u306ePDF\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u7f6e\u304d\u3001\u6bce\u65e5\u540c\u671f\u3059\u308b |\n| BigQuery | \u66f8\u304d\u8fbc\u307f | \u4f1a\u8a71\u306e\u8a18\u9332\u3092\u4fdd\u7ba1\u3057\u3001\u6708\u6b21\u3067\u96c6\u8a08\u3059\u308b |\n\n**\u6cd5\u52d9\u30fb\u8cb8\u4e3b\u78ba\u8a8d\u3078\u56de\u3057\u305f\u3082\u306e\u306f\u3001\u4e0a\u9577\u306e\u53d7\u4ed8\u306e\u4e00\u89a7\u306b\u5165\u308c\u307e\u3059\u3002** \u5951\u7d04\u756a\u53f7\u3001\u8cea\u554f\u3001\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u6761\u9805\u306e\u7b87\u6240\u3001\u56de\u3057\u305f\u7406\u7531\u3092\u6b8b\u3057\u3001**\u4e0a\u9577\u304c\u8cb8\u4e3b\u3084\u6cd5\u52d9\u306e\u62c5\u5f53\u306b\u78ba\u304b\u3081\u305f\u7d50\u679c\u3092\u3001\u62c5\u5f53\u8005\u304c\u5165\u5c45\u8005\u3078\u8fd4\u3057\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u7b54\u3048\u306f\u3001\u62c5\u5f53\u8005\u304c\u51fa\u5178\u306e\u9801\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3066\u304b\u3089\u5165\u5c45\u8005\u306b\u4f1d\u3048\u307e\u3059\u3002** \u7b54\u3048\u306e\u6587\u3092\u305d\u306e\u307e\u307e\u5165\u5c45\u8005\u306b\u8ee2\u9001\u3059\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n1. **\u51fa\u5178\u306e\u9801\u3092\u958b\u304f** \u2026 \u7279\u306b\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u5951\u7d04\u66f8\u3067\u6570\u5b57\u3084\u671f\u9593\u304c\u51fa\u3066\u304d\u305f\u3068\u304d\u306f\u5fc5\u305a\u958b\u304d\u307e\u3059\n2. **\u899a\u66f8\u306e\u5e2f\u3092\u898b\u308b** \u2026 \u5e2f\u304c\u51fa\u3066\u3044\u308c\u3070\u3001\u672c\u4f53\u3067\u306f\u306a\u304f\u899a\u66f8\u306e\u8a18\u8f09\u3067\u4f1d\u3048\u307e\u3059\n3. **\u56de\u3063\u305f\u3082\u306e\u3092\u4e0a\u9577\u304c\u6bce\u65e5\u898b\u308b** \u2026 `escalated_rule` \u3092\u5148\u306b\u898b\u307e\u3059\u3002\u4e89\u3044\u306b\u306a\u308a\u304b\u3051\u3066\u3044\u308b\u3082\u306e\u304c\u591a\u3044\u305f\u3081\u3067\u3059\n4. **\u9031\u306b1\u56de\u3001\u629c\u304d\u53d6\u308b** \u2026 `answered` \u304b\u3089\u6570\u5341\u4ef6\u3092\u9078\u3073\u3001\u6761\u9805\u3068\u9801\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u5225\u306e\u5951\u7d04\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n\n**4\u756a\u76ee\u3067\u306f\u3001\u53e4\u3044\u66f8\u5f0f\u306e\u5951\u7d04\u3092\u512a\u5148\u3057\u3066\u629c\u304d\u53d6\u308a\u307e\u3059\u3002** \u30b9\u30ad\u30e3\u30f3\u306e\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u51fa\u3084\u3059\u3044\u306e\u306f\u3001\u53e4\u3044\u66f8\u5f0f\u3060\u304b\u3089\u3067\u3059\u3002`form_type` \u3054\u3068\u306b\u8aa4\u308a\u306e\u6570\u3092\u6570\u3048\u307e\u3059\u3002\n\n**\u4f1d\u3048\u65b9\u306f\u3001\u793e\u5185\u3067\u63c3\u3048\u305f\u8a00\u3044\u65b9\u3092\u4f7f\u3044\u307e\u3059\u3002** \u300c1\u304b\u6708\u524d\u300d\u300c\u66f8\u9762\u3067\u300d\u306e\u3088\u3046\u306a\u8a18\u8f09\u3092\u3069\u3046\u8aac\u660e\u3059\u308b\u304b\u306f\u3001\u7b2c14\u7ae0\u306e3\u9031\u76ee\u3067\u6c7a\u3081\u305f\u8a00\u3044\u65b9\u306b\u5408\u308f\u305b\u307e\u3059\u3002**AI\u306e\u7b54\u3048\u306b\u4f1d\u3048\u65b9\u307e\u3067\u66f8\u304b\u305b\u306a\u3044\u306e\u306f\u3001\u8a00\u3044\u65b9\u306e\u5224\u65ad\u3092\u62c5\u5f53\u8005\u3068\u4e0a\u9577\u306b\u6b8b\u3059\u305f\u3081\u3067\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5951\u7d04\u756a\u53f7\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u4f1a\u8a71\u3092\u59cb\u3081\u305a\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u306e\u78ba\u8a8d\u3092\u4fc3\u3059 |\n| \u5951\u7d04\u66f8\u985e\u306b\u8a18\u8f09\u304c\u7121\u3044 | \u300c\u5951\u7d04\u66f8\u985e\u306b\u8a18\u8f09\u306a\u3057\u300d\u3068\u8fd4\u3057\u3001`not_in_docs` \u3067\u8a18\u9332\u3002\u8cb8\u4e3b\u78ba\u8a8d\u306e\u5019\u88dc\u306b\u3059\u308b |\n| \u5224\u8aad\u3067\u304d\u306a\u3044\u7b87\u6240\u304c\u3042\u308b | \u7b54\u3048\u306b\u300c\u5224\u8aad\u3067\u304d\u306a\u3044\u7b87\u6240\u3042\u308a\u300d\u3068\u51fa\u3057\u3001\u539f\u672c\u306e\u9801\u3092\u958b\u304b\u305b\u308b |\n| \u6839\u62e0\u306e\u88cf\u4ed8\u3051\u304c\u5f31\u3044 | \u7b54\u3048\u3092\u8868\u793a\u305b\u305a\u3001\u539f\u672c\u3092\u958b\u304f\u3088\u3046\u8fd4\u3059\uff08`escalated_low_support`\uff09 |\n| \u899a\u66f8\u304c\u8907\u6570\u3042\u308b | \u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u306e\u65b0\u3057\u3044\u9806\u306b\u4e26\u3079\u3066\u793a\u3059 |\n| \u5951\u7d04\u3068\u7ba1\u7406\u898f\u7d04\u304c\u9055\u3046\u3053\u3068\u3092\u8a00\u3063\u3066\u3044\u308b | \u4e21\u65b9\u3092\u5206\u3051\u3066\u793a\u3057\u3001\u4e0a\u9577\u3078\u56de\u3059 |\n| \u6761\u9805\u306e\u6709\u52b9\u6027\u3084\u8ca0\u62c5\u306e\u4e89\u3044 | \u898f\u5247\u3067\u6cd5\u52d9\u3078\uff08`escalated_rule`\uff09\u3002\u6761\u9805\u306e\u7b87\u6240\u306f\u793a\u3059 |\n| \u5165\u5c45\u8005\u306e\u63a7\u3048\u3068\u8a18\u8f09\u304c\u9055\u3046\u3068\u8a00\u308f\u308c\u305f | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u539f\u672c\u3068\u5165\u5c45\u8005\u306e\u63a7\u3048\u3092\u7167\u3089\u3057\u3001\u4e0a\u9577\u3078\u56de\u3059 |\n| \u30b9\u30ad\u30e3\u30f3\u306e\u9801\u304c\u6b20\u3051\u3066\u3044\u308b | \u53d6\u308a\u8fbc\u307f\u3092\u6b62\u3081\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u539f\u672c\u3092\u78ba\u304b\u3081\u308b |\n| \u691c\u7d22\u57fa\u76e4\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u3053\u308c\u307e\u3067\u3069\u304a\u308a\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067PDF\u3092\u958b\u304f\u3088\u3046\u8fd4\u3059 |\n\n**6\u884c\u76ee\u306f\u3001\u5206\u8b72\u30de\u30f3\u30b7\u30e7\u30f3\u306e\u4e00\u5ba4\u3067\u3088\u304f\u8d77\u304d\u307e\u3059\u3002** \u90e8\u5c4b\u306e\u5951\u7d04\u3067\u8a8d\u3081\u3066\u3044\u3066\u3082\u5efa\u7269\u306e\u898f\u7d04\u304c\u5236\u9650\u3057\u3066\u3044\u308c\u3070\u3001**\u5165\u5c45\u8005\u306f\u898f\u7d04\u306b\u3082\u5f93\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** \u3069\u3061\u3089\u3067\u7b54\u3048\u308b\u304b\u3092\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u305a\u3001\u4e0a\u9577\u3068\u8cb8\u4e3b\u3067\u63c3\u3048\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u4f1a\u8a71\u3054\u3068\u306e\u5951\u7d04\u756a\u53f7\u30fb\u5efa\u7269\u306e\u756a\u53f7\u3001\u4f0f\u305b\u305f\u5f8c\u306e\u8cea\u554f\u306e\u6587\u9762\u3001\u7b54\u3048\u3001\u51fa\u5178\u306e\u6761\u9805\u3068\u9801\u3001`amended`\u3001`support_score`\n- \u4f7f\u3063\u305f\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3068\u3001\u305d\u306e\u6642\u70b9\u3067\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u305f\u899a\u66f8\u306e\u4e00\u89a7\n- \u56de\u3057\u305f\u7406\u7531\u3001\u4e0a\u9577\u304c\u8cb8\u4e3b\u3084\u6cd5\u52d9\u306b\u78ba\u304b\u3081\u305f\u7d50\u679c\n- \u629c\u304d\u53d6\u308a\u3067\u898b\u3064\u3051\u305f\u8aa4\u308a\u3068\u3001\u66f8\u5f0f\uff08`form_type`\uff09\u3054\u3068\u306e\u4ef6\u6570\n- \u6708\u3054\u3068\u306e `topic` \u3068 `route` \u306e\u4ef6\u6570\n\n**2\u3064\u76ee\u3067\u300c\u305d\u306e\u6642\u70b9\u306e\u899a\u66f8\u306e\u4e00\u89a7\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u899a\u66f8\u304c\u5f8c\u304b\u3089\u767b\u9332\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002** \u300c\u524d\u306b\u805e\u3044\u305f\u3068\u304d\u3068\u7b54\u3048\u304c\u9055\u3046\u300d\u3068\u8a00\u308f\u308c\u305f\u3068\u304d\u3001**\u305d\u306e\u65e5\u306b\u899a\u66f8\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u305f\u304b\u3067\u8aac\u660e\u3067\u304d\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u899a\u66f8\u306e\u3042\u308b\u5951\u7d04\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u53e4\u3044\u5951\u7d04\u3001\u7ba1\u7406\u898f\u7d04\u304c\u7d61\u3080\u8cea\u554f\u3092\u5fc5\u305a\u6df7\u305c\u308b**\uff09\n2. \u305d\u306e30\u4ef6\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u66f8\u985e\u306ePDF\u3092\u7528\u610f\u3059\u308b\n3. \u624b\u5143\u306e\u751f\u6210AI\u306e\u30b5\u30fc\u30d3\u30b9\u306b1\u90e8\u5c4b\u5206\u306ePDF\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3001\u8cea\u554f\u3059\u308b\n4. \u300c\u3053\u306e\u5951\u7d04\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u899a\u66f8\u304c\u672c\u4f53\u3092\u5909\u3048\u3066\u3044\u308b\u304b\u3092\u6700\u521d\u306b\u66f8\u304d\u3001\u6761\u9805\u306e\u756a\u53f7\u3068\u9801\u3092\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070\u300e\u8a18\u8f09\u306a\u3057\u300f\u3068\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u671f\u9593\u3092\u65e5\u6570\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u7b54\u3048\u3092\u3001\u5f53\u6642\u62c5\u5f53\u8005\u304c\u8fd4\u3057\u305f\u7b54\u3048\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**\u5165\u5c45\u8005\u306e\u5951\u7d04\u66f8\u985e\u3092\u5916\u90e8\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b\u524d\u306b\u3001\u793e\u5185\u306e\u500b\u4eba\u60c5\u5831\u306e\u53d6\u6271\u3044\u306e\u898f\u7a0b\u3067\u8a8d\u3081\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u8a66\u3059\u6bb5\u968e\u3067\u306f\u3001\u6c0f\u540d\u3068\u53e3\u5ea7\u306e\u6b04\u3092\u9ed2\u5857\u308a\u3057\u305fPDF\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u6761\u9805\u3092\u3001\u899a\u66f8\u306e\u6709\u7121\u3068\u9801\u4ed8\u304d\u3067\u793a\u3057\u305f | **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3068\u7d5e\u308a\u8fbc\u307f\u306e\u7d44\u307f\u7acb\u3066\u306b\u9032\u3080** |\n| \u899a\u66f8\u3092\u898b\u843d\u3068\u3057\u305f\u3001\u671f\u9593\u3092\u65e5\u6570\u306b\u76f4\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u30b9\u30ad\u30e3\u30f3\u306e\u5951\u7d04\u3067\u6570\u5b57\u3092\u8aad\u307f\u9055\u3048\u305f | **OCR \u30d1\u30fc\u30b5\u30fc\u3067\u53d6\u308a\u8fbc\u3080\u524d\u63d0\u3067\u3001\u672c\u683c\u69cb\u6210\u3067\u78ba\u304b\u3081\u76f4\u3059** |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u53e4\u3044\u30b9\u30ad\u30e3\u30f3\u306f\u3001AI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u8cbc\u3063\u305f\u3060\u3051\u3067\u306f\u8aad\u307f\u53d6\u308a\u306e\u8cea\u304c\u4e0a\u304c\u308a\u307e\u305b\u3093\u3002**\u672c\u683c\u69cb\u6210\u3067\u306f OCR \u30d1\u30fc\u30b5\u30fc\u3067\u8aad\u307f\u3001\u5224\u8aad\u3067\u304d\u306a\u3044\u7b87\u6240\u3092\u66f8\u304b\u305b\u308b\u5f62\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**","minimal_setup_short":"1\u90e8\u5c4b\u5206\u306ePDF\u3092\u751f\u6210AI\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3001\u8a72\u5f53\u6761\u9805\u3092\u63a2\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u6761\u9805\u63a2\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u5168\u90e8\u5c4b\u306e\u5951\u7d04\u66f8\u985e\u3092\u691c\u7d22\u57fa\u76e4\u306b\u8f09\u305b\u3001\u62c5\u5f53\u8005\u304c\u5951\u7d04\u756a\u53f7\u3067\u691c\u7d22\u3059\u308b \uff0f \u5951\u7d04\u756a\u53f7\u3067\u7d5e\u3063\u305f\u6761\u9805\u63a2\u3057\u3002\u899a\u66f8\u306e\u512a\u5148\u306f\u4eba\u304c\u898b\u308b","full_setup":"\u4e0a\u8a18\uff0b\u899a\u66f8\u306e\u512a\u5148\u3001\u5efa\u7269\u306e\u898f\u7d04\u306e\u4e26\u8a18\u3001\u8a18\u8f09\u306a\u3057\u3068\u6cd5\u52d9\u78ba\u8a8d\u306e\u632f\u308a\u5206\u3051\u3092\u81ea\u52d5\u3067\u56de\u3059 \uff0f \u6761\u9805\u63a2\u3057\u3068\u3001\u56de\u3059\u5148\u306e\u632f\u308a\u5206\u3051","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001PDF\u3092\u958b\u3044\u3066\u8aad\u307f\u8fbc\u307e\u305b\u308b\u624b\u9593\u304c\u6b8b\u308a\u307e\u3059\u3002** \u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef66\u5206\u304c4\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u6761\u9805\u3092\u63a2\u3059\u6642\u9593\u306f\u6e1b\u308a\u307e\u3059\u304c\u3001\u899a\u66f8\u3068\u7ba1\u7406\u898f\u7d04\u3092\u898b\u306b\u884c\u304f\u624b\u9593\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30672\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**\u899a\u66f8\u3068\u898f\u7d04\u3092\u7b54\u3048\u306e\u4e2d\u3067\u4e26\u3079\u3066\u793a\u3059\u306e\u3067\u3001\u5225\u306e\u6587\u66f8\u3092\u958b\u304d\u306b\u884c\u304b\u306a\u304f\u3066\u6e08\u3080\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u3067\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u304c\u591a\u3044\u66f8\u5f0f\u3068\u3001\u9801\u306e\u6b20\u3051\u305f\u5951\u7d04\u304c\u5148\u306b\u898b\u3064\u304b\u308a\u307e\u3059\u3002**\u76f4\u3057\u3066\u304b\u3089\u899a\u66f8\u306e\u512a\u5148\u3092\u7d44\u3080\u307b\u3046\u304c\u3001\u5e2f\u306e\u51fa\u3057\u9593\u9055\u3044\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5225\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u3067\u7b54\u3048\u308b | **\u5951\u7d04\u756a\u53f7\u3092\u5165\u308c\u3055\u305b\u3001`contract_id` \u3067\u7d5e\u308b** |\n| \u540c\u3058\u5efa\u7269\u306e\u4ed6\u306e\u90e8\u5c4b\u306e\u5951\u7d04\u304c\u6df7\u3056\u308b | \u5efa\u7269\u306e\u6587\u66f8\u306f `building_id` \u3068 `doc_type` \u306e\u4e21\u65b9\u3067\u7d5e\u308b |\n| \u899a\u66f8\u3092\u898b\u843d\u3068\u3059 | `boostSpec` \u3067\u899a\u66f8\u3092\u4e0a\u3052\u30011\u884c\u76ee\u306b\u899a\u66f8\u306e\u6709\u7121\u3092\u66f8\u304b\u305b\u308b |\n| \u30b9\u30ad\u30e3\u30f3\u306e\u6570\u5b57\u3092\u8aad\u307f\u9055\u3048\u308b | OCR \u30d1\u30fc\u30b5\u30fc\u3068 `useNativeText`\u3001\u5224\u8aad\u3067\u304d\u306a\u3044\u7b87\u6240\u3092\u66f8\u304b\u305b\u308b |\n| \u9801\u306e\u6b20\u3051\u3067\u300c\u8a18\u8f09\u306a\u3057\u300d\u306b\u306a\u308b | \u53d6\u308a\u8fbc\u307f\u524d\u306b\u9801\u6570\u3092\u5951\u7d04\u306e\u4e00\u89a7\u3068\u7a81\u304d\u5408\u308f\u305b\u308b |\n| \u671f\u9593\u3092\u65e5\u6570\u306b\u76f4\u3057\u3066\u7b54\u3048\u308b | \u6587\u66f8\u306e\u8868\u8a18\u306e\u307e\u307e\u5199\u3055\u305b\u308b |\n| \u4e00\u822c\u306e\u6163\u884c\u3067\u7b54\u3048\u308b | \u8a18\u8f09\u304c\u7121\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3060\u3051\u66f8\u304b\u305b\u308b |\n| \u6761\u9805\u306e\u6709\u52b9\u6027\u306b\u7b54\u3048\u308b | \u898f\u5247\u3067\u6cd5\u52d9\u3078\u56de\u3059 |\n| \u89e3\u7d04\u6e08\u307f\u306e\u5951\u7d04\u304c\u7bc4\u56f2\u306b\u5165\u308b | `status` \u3092 `terminated` \u306b\u3057\u3066\u5916\u3059 |\n| \u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u305f\u306e\u306b\u7d5e\u308a\u8fbc\u3081\u306a\u3044 | \u30b9\u30ad\u30fc\u30de\u3067 **Indexable** \u306b\u3059\u308b |\n| \u30d1\u30fc\u30b5\u30fc\u306e\u8a2d\u5b9a\u3092\u5f8c\u304b\u3089\u5909\u3048\u308b | **\u65e2\u306b\u53d6\u308a\u8fbc\u3093\u3060\u6587\u66f8\u306f\u89e3\u6790\u3057\u76f4\u3055\u308c\u306a\u3044\u3002** \u4f5c\u308b\u524d\u306b\u6c7a\u3081\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001\u6b63\u3057\u3044\u8a00\u8449\u3067\u9055\u3046\u5951\u7d04\u306e\u6761\u9805\u3092\u7b54\u3048\u308b\u3068\u3044\u3046\u540c\u3058\u5f62\u3092\u3057\u3066\u3044\u307e\u3059\u3002**AI\u306e\u7cbe\u5ea6\u3067\u306f\u306a\u304f\u3001\u691c\u7d22\u306e\u7bc4\u56f2\u3068\u6587\u66f8\u306e\u7d10\u3065\u3051\u306e\u554f\u984c\u3067\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5165\u5c45\u8005\u306e\u6c0f\u540d\u30fb\u9023\u7d61\u5148\u30fb\u52e4\u52d9\u5148\u30fb\u9023\u5e2f\u4fdd\u8a3c\u4eba\u3084\u5bb6\u8cc3\u50b5\u52d9\u4fdd\u8a3c\u306e\u60c5\u5831\u304c\u66f8\u304b\u308c\u305f\u8cc3\u8cb8\u501f\u5951\u7d04\u66f8\u3068\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\u3001\u899a\u66f8\u3001\u7ba1\u7406\u898f\u7d04\u3001\u62c5\u5f53\u8005\u304c\u66f8\u3044\u305f\u8cea\u554f\u306e\u6587\u9762\u3068\u4f1a\u8a71\u306e\u8a18\u9332\u3002\n\n1. **\u62c5\u5f53\u8005\u3060\u3051\u304c\u4f7f\u3046** \u2026 \u5165\u5c45\u8005\u304c\u76f4\u63a5\u4f7f\u3046\u7a93\u53e3\u306b\u306f\u3057\u307e\u305b\u3093\u3002**\u672c\u4eba\u78ba\u8a8d\u306f\u62c5\u5f53\u8005\u304c\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u884c\u3044\u3001\u78ba\u304b\u3081\u305f\u5f8c\u306e\u5951\u7d04\u756a\u53f7\u3060\u3051\u3067\u691c\u7d22\u3055\u305b\u307e\u3059**\n2. **\u5951\u7d04\u66f8\u985e\u306e\u7bc4\u56f2\u3092\u6700\u5c0f\u306b\u3059\u308b** \u2026 \u8cea\u554f\u306b\u7b54\u3048\u308b\u306e\u306b\u53e3\u5ea7\u306e\u6b04\u3084\u4fdd\u8a3c\u4eba\u306e\u6b04\u306f\u8981\u308a\u307e\u305b\u3093\u3002**\u53d6\u308a\u8fbc\u3080\u524d\u306b\u305d\u306e\u9801\u3092\u5916\u3059\u304b\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5165\u5c45\u8005\u7a93\u53e3\u306e\u62c5\u5f53\u8005\u306b\u9650\u308a\u307e\u3059**\n3. **\u7b54\u3048\u3092\u5165\u5c45\u8005\u306b\u8ee2\u9001\u3057\u306a\u3044** \u2026 \u4f1d\u3048\u308b\u306e\u306f\u3001\u62c5\u5f53\u8005\u304c\u539f\u672c\u306e\u9801\u3092\u898b\u3066\u78ba\u304b\u3081\u305f\u5185\u5bb9\u3067\u3059\u3002**AI\u306e\u7b54\u3048\u306e\u6587\u3092\u3001\u305d\u306e\u307e\u307e\u30e1\u30fc\u30eb\u306b\u8cbc\u308a\u307e\u305b\u3093**\n4. **\u6cd5\u7684\u306a\u8a55\u4fa1\u3092\u3055\u305b\u306a\u3044** \u2026 \u6761\u9805\u304c\u6709\u52b9\u304b\u3001\u8cbb\u7528\u3092\u3069\u3061\u3089\u304c\u8ca0\u62c5\u3059\u3079\u304d\u304b\u306f\u3001**\u6cd5\u52d9\u306e\u62c5\u5f53\u3068\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5f01\u8b77\u58eb\u306b\u78ba\u304b\u3081\u307e\u3059**\n5. **\u8cb8\u4e3b\u306e\u53d6\u6271\u3044\u3092\u52dd\u624b\u306b\u6c7a\u3081\u306a\u3044** \u2026 \u5951\u7d04\u306b\u8a18\u8f09\u304c\u7121\u3044\u3053\u3068\u306f\u3001**\u8cb8\u4e3b\u306b\u78ba\u304b\u3081\u3066\u899a\u66f8\u306a\u3069\u306e\u5f62\u3067\u6c7a\u3081\u3066\u304b\u3089**\u7b54\u3048\u307e\u3059\n6. **\u500b\u4eba\u60c5\u5831\u306e\u6271\u3044\u3092\u898f\u7a0b\u306b\u5408\u308f\u305b\u308b** \u2026 \u5165\u5c45\u8005\u306e\u5951\u7d04\u66f8\u985e\u3092\u30af\u30e9\u30a6\u30c9\u306e\u691c\u7d22\u57fa\u76e4\u306b\u8f09\u305b\u308b\u3053\u3068\u304c\u3001\u793e\u5185\u306e\u500b\u4eba\u60c5\u5831\u306e\u53d6\u6271\u3044\u306e\u898f\u7a0b\u3068\u3001\u8cb8\u4e3b\u3068\u306e\u7ba1\u7406\u59d4\u8a17\u306e\u53d6\u308a\u6c7a\u3081\u3067\u8a8d\u3081\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5225\u306e\u5951\u7d04\u306e\u6761\u9805\u3092\u4f1d\u3048\u308b\u3053\u3068\u3068\u3001\u899a\u66f8\u3067\u5909\u308f\u3063\u305f\u6761\u9805\u3092\u672c\u4f53\u306e\u307e\u307e\u4f1d\u3048\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u5951\u7d04\u756a\u53f7\u306e\u7d5e\u308a\u8fbc\u307f\u3067\u3001\u5f8c\u8005\u306f\u899a\u66f8\u306e\u512a\u5148\u3068\u5e2f\u306e\u8868\u793a\u3067\u9632\u304e\u307e\u3059\u3002**\u3069\u3061\u3089\u3082AI\u306b\u5224\u65ad\u3055\u305b\u306a\u3044\u5834\u6240\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u7ba1\u7406\u6238\u6570\u304c\u6570\u5343\u6238\u3042\u308a\u3001\u8cb8\u4e3b\u3054\u3068\u30fb\u5165\u5c45\u6642\u671f\u3054\u3068\u306b\u5951\u7d04\u66f8\u306e\u66f8\u5f0f\u3084\u7279\u7d04\u304c\u9055\u3046\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u3002\u5165\u5c45\u8005\u304b\u3089\u306e\u96fb\u8a71\u3084\u30e1\u30fc\u30eb\u306e\u591a\u304f\u304c\u300c\u5951\u7d04\u3067\u306f\u3069\u3046\u306a\u3063\u3066\u3044\u308b\u304b\u300d\u306e\u78ba\u8a8d\u3067\u3001\u62c5\u5f53\u8005\u304c\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5951\u7d04\u66f8\u306ePDF\u3092\u958b\u3044\u3066\u6761\u9805\u3092\u63a2\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u5206\u8b72\u30de\u30f3\u30b7\u30e7\u30f3\u306e\u4e00\u5ba4\u3092\u7ba1\u7406\u3057\u3066\u3044\u3066\u3001\u5efa\u7269\u306e\u7ba1\u7406\u898f\u7d04\u30fb\u4f7f\u7528\u7d30\u5247\u3082\u53c2\u7167\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3002\u7d19\u306e\u5951\u7d04\u66f8\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u304c\u591a\u304f\u6b8b\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u7ba1\u7406\u6238\u6570\u304c\u6570\u767e\u6238\u3067\u3001\u5951\u7d04\u66f8\u306e\u66f8\u5f0f\u304c1\u7a2e\u985e\u306b\u305d\u308d\u3063\u3066\u3044\u308b\u5834\u5408\uff08\u66f8\u5f0f\u306e\u6761\u9805\u756a\u53f7\u306e\u65e9\u898b\u8868\u3067\u8db3\u308a\u308b\uff09\u3002\u5951\u7d04\u66f8\u306e\u96fb\u5b50\u5316\u304c\u6e08\u3093\u3067\u304a\u3089\u305a\u3001\u7d19\u306e\u539f\u672c\u3057\u304b\u7121\u3044\u5834\u5408\uff08\u5148\u306b\u30b9\u30ad\u30e3\u30f3\u3068\u90e8\u5c4b\u3078\u306e\u7d10\u3065\u3051\u304c\u8981\u308b\uff09\u3002\u8cea\u554f\u306e\u591a\u304f\u304c\u3001\u5951\u7d04\u306e\u6761\u9805\u304c\u6709\u52b9\u304b\u3069\u3046\u304b\u3001\u3069\u3061\u3089\u304c\u8cbb\u7528\u3092\u8ca0\u62c5\u3059\u3079\u304d\u304b\u306e\u4e89\u3044\u3067\u3001\u6761\u9805\u3092\u793a\u3059\u3060\u3051\u3067\u306f\u6e08\u307e\u306a\u3044\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a\u5951\u7d04\u66f8\u985e\u306e\u72b6\u614b\u3092\u6570\u3048\u308b**\n\n\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5951\u7d04\u66f8\u985e\u306e\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3057\u3001**\u5951\u7d04\u756a\u53f7\u3054\u3068\u306b\u3001\u5951\u7d04\u66f8\u30fb\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\u30fb\u899a\u66f8\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3001\u30b9\u30ad\u30e3\u30f3\u304b\u6587\u5b57\u306ePDF\u304b\u3092\u6570\u3048\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u5efa\u7269\u3054\u3068\u306e\u7ba1\u7406\u898f\u7d04\u30fb\u4f7f\u7528\u7d30\u5247\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001\u9ed2\u5857\u308a\u3057\u305fPDF\u3092\u624b\u5143\u306e\u751f\u6210AI\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3066\u7b54\u3048\u3055\u305b\u307e\u3059\u3002**\u899a\u66f8\u3092\u898b\u843d\u3068\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u6570\u5b57\u3092\u8aad\u307f\u9055\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u56de\u3059\u898f\u5247\u3068\u3001\u793e\u5185\u306e\u8a00\u3044\u65b9\u3092\u6c7a\u3081\u308b**\n\n**\u3069\u306e\u8cea\u554f\u3092\u6cd5\u52d9\u30fb\u8cb8\u4e3b\u78ba\u8a8d\u3078\u56de\u3059\u304b\u3092\u3001\u7ba1\u7406\u90e8\u3068\u6cd5\u52d9\u3067\u6c7a\u3081\u307e\u3059\u3002** \u6761\u9805\u306e\u6709\u52b9\u6027\u3001\u8ca0\u62c5\u306e\u4e89\u3044\u3001\u4f8b\u5916\u306e\u6c42\u3081\u306f\u5fc5\u305a\u5165\u308c\u307e\u3059\u3002\u300c1\u304b\u6708\u524d\u300d\u306e\u3088\u3046\u306a\u66f8\u304d\u65b9\u3092\u3069\u3046\u4f1d\u3048\u308b\u304b\u306e\u793e\u5185\u306e\u8a00\u3044\u65b9\u3082\u3001\u3053\u3053\u3067\u63c3\u3048\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u4e00\u90e8\u306e\u62c5\u5f53\u8005\u3067\u4f7f\u3046**\n\nCloud Storage \u306b\u5951\u7d04\u66f8\u985e\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u7f6e\u304d\u3001OCR \u30d1\u30fc\u30b5\u30fc\u3092\u6709\u52b9\u306b\u3057\u3066 Vertex AI Search\uff08Agent Search\uff09\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u62c5\u5f53\u80052\u301c3\u540d\u3060\u3051\u304c\u3001\u81ea\u5206\u3067\u539f\u672c\u3092\u958b\u3044\u3066\u7b54\u3048\u5408\u308f\u305b\u3092\u3057\u306a\u304c\u3089\u4f7f\u3044\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u30c1\u30e3\u30c3\u30c8\u753b\u9762\u3092\u4f5c\u308a\u3001\u899a\u66f8\u306e\u5e2f\u3068\u5efa\u7269\u306e\u898f\u7d04\u306e\u4e26\u8a18\u3092\u8db3\u3057\u3066\u3001\u5168\u62c5\u5f53\u8005\u306b\u958b\u304d\u307e\u3059\u3002`topic` \u3068 `route` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** `not_in_docs` \u306e\u591a\u3044\u9805\u76ee\u3092\u8cb8\u4e3b\u3068\u76f8\u8ac7\u3057\u30011\u4ef66\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u899a\u66f8\u306e\u898b\u843d\u3068\u3057\u306b\u3088\u308b\u82e6\u60c5\u304c\u306a\u304f\u306a\u308a\u3001\u96fb\u8a71\u306e\u6298\u308a\u8fd4\u3057\u304c\u6e1b\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0037","UC-0378","UC-0019","UC-0045"],"related_articles":[{"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"},{"id":8642,"slug":"taiwa-rireki-hozon-sakujo","title":"\u6d88\u3057\u305f\u306f\u305a\u306e\u5bfe\u8a71\u5c65\u6b74\u304c\u6b8b\u308b\u539f\u56e0\u3068\u5bfe\u7b56\uff5c\u6cd5\u4eba\u5951\u7d04\u3067\u898b\u3048\u308b\u7bc4\u56f2"},{"id":4094,"slug":"shoninzu-benkyokai-lead-ai","title":"\u5c11\u4eba\u6570\u306e\u52c9\u5f37\u4f1a\u306f\u5927\u578b\u30bb\u30df\u30ca\u30fc\u306b\u52dd\u3066\u308b\u304b\uff5c\u6fc3\u3044\u5bfe\u8a71\u3067\u30ea\u30fc\u30c9\u3092\u6df1\u3081\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u3055\u308c\u3064\u3064\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\u3068\u8cea\u554f\u306e\u8a00\u3044\u63db\u3048\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u3002`includeCitations`\u3001`ignoreLowRelevantContent`\u3001`promptSpec.preamble`\u3001`searchSpec.searchParams` \u306e `filter`\u30fb`boostSpec`\u3002\u7b54\u3048\u306e\u88cf\u4ed8\u3051\u30920\u301c1\u306e\u5024\u3067\u8fd4\u305b\u308b\u3053\u3068 | [Google Cloud: Agent Search \u306e answer \u30e1\u30bd\u30c3\u30c9](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-06 |\n| \u30c7\u30b8\u30bf\u30eb\u30d1\u30fc\u30b5\u30fc\u304c\u6a5f\u68b0\u3067\u8aad\u3081\u308b\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u3002OCR \u30d1\u30fc\u30b5\u30fc\u304c\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u6587\u66f8\u306e\u3088\u3046\u306b\u6587\u5b57\u304c\u753b\u50cf\u306e\u4e00\u90e8\u306b\u306a\u3063\u3066\u3044\u308bPDF\u306e\u305f\u3081\u306e\u3082\u306e\u3067\u3001\u5bfe\u8c61\u304cPDF\u3060\u3051\u3067\u3042\u308b\u3053\u3068\u3002`useNativeText` \u3067\u6a5f\u68b0\u3067\u8aad\u3081\u308b\u6587\u5b57\u3068OCR\u306e\u7d50\u679c\u3092\u5408\u308f\u305b\u3066\u8aad\u307f\u53d6\u308a\u306e\u8cea\u3092\u4e0a\u3052\u3089\u308c\u308b\u3053\u3068\u3002\u30d1\u30fc\u30b5\u30fc\u306e\u8a2d\u5b9a\u306e\u5909\u66f4\u304c\u65e2\u306b\u53d6\u308a\u8fbc\u3093\u3060\u6587\u66f8\u306b\u52b9\u304b\u306a\u3044\u3053\u3068 | [Google Cloud: Agent Search \u306e\u6587\u66f8\u306e\u89e3\u6790\u3068\u5206\u5272](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-06 |\n| \u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u3092\u30b9\u30ad\u30fc\u30de\u3067 Indexable \u306b\u3059\u308b\u3053\u3068\u3002`ANY()` \u306e\u5b8c\u5168\u4e00\u81f4\u3001`AND`\u30fb`OR`\u30fb`NOT` | [Google Cloud: Agent Search \u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3088\u308b\u7d5e\u308a\u8fbc\u307f](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-06 |\n| Cloud Storage \u306a\u3069\u304b\u3089\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308c\u308b\u3053\u3068\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u3092 JSON \u3067\u4ed8\u3051\u3089\u308c\u308b\u3053\u3068\u3002\u5b9a\u671f\u306e\u540c\u671f\u306e\u9593\u9694\u30921\u65e5\u30fb3\u65e5\u30fb5\u65e5\u304b\u3089\u9078\u3079\u308b\u3053\u3068 | [Google Cloud: Agent Search \u306e\u691c\u7d22\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/create-data-store-es) | 2026-10-06 |\n| \u8cc3\u8cb8\u4f4f\u5b85\u6a19\u6e96\u5951\u7d04\u66f8\u304c\u7d1b\u4e89\u306e\u9632\u6b62\u306a\u3069\u3092\u76ee\u7684\u3068\u3057\u305f\u3072\u306a\u5f62\u3067\u3001\u4f7f\u7528\u304c\u6cd5\u4ee4\u3067\u7fa9\u52d9\u3065\u3051\u3089\u308c\u3066\u3044\u308b\u3082\u306e\u3067\u306f\u306a\u3044\u3053\u3068\u3002\u5e73\u621030\u5e743\u6708\u7248\u306b\u5bb6\u8cc3\u50b5\u52d9\u4fdd\u8a3c\u696d\u8005\u578b\u3068\u9023\u5e2f\u4fdd\u8a3c\u4eba\u578b\u304c\u3042\u308b\u3053\u3068 | [\u56fd\u571f\u4ea4\u901a\u7701: \u8cc3\u8cb8\u4f4f\u5b85\u6a19\u6e96\u5951\u7d04\u66f8\u306b\u3064\u3044\u3066](https:\/\/www.mlit.go.jp\/jutakukentiku\/house\/jutakukentiku_house_tk3_000023.html) | 2026-10-06 |\n| \u6a19\u6e96\u5951\u7d04\u66f8\uff08\u5bb6\u8cc3\u50b5\u52d9\u4fdd\u8a3c\u696d\u8005\u578b\uff09\u306b\u3001\u501f\u4e3b\u304b\u3089\u306e\u89e3\u7d04\u309230\u65e5\u524d\u306e\u7533\u5165\u308c\u3067\u884c\u3046\u6761\u9805\u3068\u3001\u72ac\u30fb\u732b\u306a\u3069\u306e\u52d5\u7269\u306e\u98fc\u80b2\u3092\u7981\u6b62\u30fb\u5236\u9650\u3059\u308b\u884c\u70ba\u3068\u3057\u3066\u5225\u8868\u3067\u5b9a\u3081\u308b\u5f62\u3001\u7279\u7d04\u6761\u9805\u306e\u6b04\u3001\u982d\u66f8\u304c\u542b\u307e\u308c\u308b\u3053\u3068 | [\u56fd\u571f\u4ea4\u901a\u7701: \u8cc3\u8cb8\u4f4f\u5b85\u6a19\u6e96\u5951\u7d04\u66f8\uff08\u5e73\u621030\u5e743\u6708\u7248\u30fb\u5bb6\u8cc3\u50b5\u52d9\u4fdd\u8a3c\u696d\u8005\u578b\uff09](https:\/\/www.mlit.go.jp\/jutakukentiku\/house\/content\/001493354.pdf) | 2026-10-06 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