{"id":15224,"date":"2026-10-14T09:13:23","date_gmt":"2026-10-14T00:13:23","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/school-staff-rules-qa\/"},"modified":"2026-10-14T09:13:23","modified_gmt":"2026-10-14T00:13:23","slug":"school-staff-rules-qa","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/school-staff-rules-qa\/","title":{"rendered":"\u5c02\u9580\u5b66\u6821\u306e\u6559\u8077\u54e1\u304b\u3089\u51fa\u308b\u5b66\u5247\u30fb\u898f\u7a0b\u30fb\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u3001\u3044\u307e\u6709\u52b9\u306a\u6587\u66f8\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u8a72\u5f53\u7b87\u6240\u3092\u793a\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6559\u8077\u54e1\u304b\u3089\u300c\u5b66\u5247\u30fb\u898f\u7a0b\u3067\u306f\u3069\u3046\u306a\u3063\u3066\u3044\u308b\u304b\u300d\u300c\u6559\u52d9\u4f1a\u8b70\u3067\u4f55\u3068\u6c7a\u3081\u305f\u304b\u300d\u3068\u805e\u304b\u308c\u305f\u3068\u304d\u3001\u3044\u307e\u6709\u52b9\u306a\u6587\u66f8\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3066\u7b54\u3048\u307e\u3059\u3002\u6761\u9805\u3068\u6c7a\u5b9a\u306e\u756a\u53f7\u3092\u6dfb\u3048\u3001\u5b66\u751f\u3054\u3068\u306e\u5224\u65ad\u304c\u8981\u308b\u8cea\u554f\u306f\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1371","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-14","tech_verified_date":"2026-10-13","trigger":"**\u51e6\u7406\u306e\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002** \u6559\u8077\u54e1\u304c\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u8cea\u554f\u3092\u9001\u3063\u305f\u3068\u304d\uff08\u56de\u7b54\u306e\u51e6\u7406\uff09\u3068\u3001\u4e8b\u52d9\u5c40\u304c\u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33\u304b\u898f\u7a0b\u3092\u66f4\u65b0\u3057\u305f\u3068\u304d\uff08\u53d6\u308a\u8fbc\u307f\u306e\u51e6\u7406\uff09\u3067\u3059\u3002\n\n**\u56de\u7b54\u306f\u8cea\u554f\u306e\u305f\u3073\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u7406\u7531\u304c\u7121\u304f\u3001\u5f85\u305f\u305b\u306a\u3044\u3053\u3068\u304c\u76ee\u7684\u306e1\u3064\u3060\u304b\u3089\u3067\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u3092\u4e8b\u52d9\u5c40\u304c\u300c\u78ba\u5b9a\u300d\u3057\u305f\u3068\u304d\u306b\u3060\u3051\u52d5\u304b\u3057\u307e\u3059\u3002** \u66f8\u304d\u304b\u3051\u306e\u6c7a\u5b9a\u304c\u691c\u7d22\u306b\u51fa\u308b\u3068\u3001\u4f1a\u8b70\u3067\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u6271\u3044\u3092\u6848\u5185\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**\u53d6\u308a\u8fbc\u307f\u306e\u51e6\u7406\u3067\u306f\u3001\u4e0a\u66f8\u304d\u3055\u308c\u305f\u6c7a\u5b9a\u306e\u72b6\u614b\u3082\u540c\u6642\u306b\u5909\u3048\u307e\u3059\u3002** \u65b0\u3057\u3044\u6c7a\u5b9a\u304c\u53e4\u3044\u6c7a\u5b9a\u3092\u4e0a\u66f8\u304d\u3059\u308b\u306a\u3089\u3001**\u53e4\u3044\u6c7a\u5b9a\u306e\u72b6\u614b\u3092 `superseded` \u306b\u3059\u308b\u64cd\u4f5c\u3068\u3001\u65b0\u3057\u3044\u6c7a\u5b9a\u306e\u53d6\u308a\u8fbc\u307f\u30921\u56de\u306e\u78ba\u5b9a\u3067\u884c\u3044\u307e\u3059\u3002** \u7247\u65b9\u3060\u3051\u304c\u53cd\u6620\u3055\u308c\u305f\u6642\u9593\u306b\u3001\u4e21\u65b9\u304c\u300c\u6709\u52b9\u300d\u3068\u3057\u3066\u5f15\u304b\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u6559\u8077\u54e1\u304c\u66f8\u3044\u305f\u6587\u3002\u6240\u5c5e\u306e\u5b66\u79d1 | \u554f\u3044\u5408\u308f\u305b\u753b\u9762 |\n| \u5b66\u5247\u30fb\u898f\u7a0b\u30fb\u7d30\u5247 | PDF\u3002\u898f\u7a0b\u540d\u3001\u7248\u3001\u65bd\u884c\u65e5 | \u5171\u6709\u30c9\u30e9\u30a4\u30d6 \u2192 Cloud Storage |\n| \u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33 | 1\u6c7a\u5b9a\uff1d1\u884c\u3002\u6c7a\u5b9a\u306e\u756a\u53f7\u3001\u4f1a\u8b70\u306e\u65e5\u4ed8\u3001\u6c7a\u5b9a\u306e\u672c\u6587\u3001\u5bfe\u8c61\u306e\u5b66\u79d1\u3001\u72b6\u614b\u3001\u4e0a\u66f8\u304d\u3057\u305f\u6c7a\u5b9a\u306e\u756a\u53f7\u3001\u95a2\u4fc2\u3059\u308b\u898f\u7a0b\u306e\u6761\u9805 | \u4e8b\u52d9\u5c40\u304c\u4f5c\u308b\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u7528\u8a9e\u306e\u5bfe\u5fdc | \u5b66\u5185\u306e\u547c\u3073\u65b9\u3068\u898f\u7a0b\u306e\u7528\u8a9e\u306e\u5bfe\u5fdc\uff08\u300c\u8ffd\u8a66\u300d\u3068\u300c\u8ffd\u8a66\u9a13\u300d\u300c\u518d\u8a66\u9a13\u300d\u306a\u3069\uff09 | \u4e8b\u52d9\u5c40\u304c\u4f5c\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33\u3067\u3059\u3002** \u8b70\u4e8b\u9332\u304b\u3089\u6c7a\u5b9a\u3092\u66f8\u304d\u51fa\u3059\u3068\u304d\u3001**1\u884c\u306b1\u3064\u306e\u6c7a\u5b9a\u3060\u3051\u3092\u66f8\u304d\u3001\u8b70\u8ad6\u306e\u7d4c\u904e\u306f\u66f8\u304d\u307e\u305b\u3093\u3002** \u300c\u301c\u3068\u3059\u308b\u300d\u300c\u301c\u306f\u8a8d\u3081\u306a\u3044\u300d\u306e\u5f62\u3067\u66f8\u304f\u3068\u3001\u691c\u7d22\u3067\u5f15\u304b\u308c\u305f\u3068\u304d\u306b\u305d\u306e\u307e\u307e\u7b54\u3048\u306e\u6839\u62e0\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u5b66\u5247\u306e\u8a18\u8f09\u4e8b\u9805\u306f\u3001\u6cd5\u4ee4\u3067\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002** \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247\u7b2c4\u6761\u7b2c1\u9805\u306f\u3001\u5b66\u5247\u306b\u5c11\u306a\u304f\u3068\u3082\u3001\u4fee\u696d\u5e74\u9650\u30fb\u5b66\u5e74\u30fb\u5b66\u671f\u30fb\u4f11\u696d\u65e5\u3001\u6559\u80b2\u8ab2\u7a0b\u3068\u6388\u696d\u65e5\u6642\u6570\u3001**\u5b66\u7fd2\u306e\u8a55\u4fa1\u3068\u8ab2\u7a0b\u4fee\u4e86\u306e\u8a8d\u5b9a**\u3001**\u5165\u5b66\u30fb\u9000\u5b66\u30fb\u8ee2\u5b66\u30fb\u4f11\u5b66\u30fb\u5352\u696d**\u3001**\u6388\u696d\u6599\u30fb\u5165\u5b66\u6599\u305d\u306e\u4ed6\u306e\u8cbb\u7528\u5fb4\u53ce**\u3001\u8cde\u7f70\u306a\u3069\u306b\u95a2\u3059\u308b\u4e8b\u9805\u3092\u8a18\u8f09\u3059\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5c02\u4fee\u5b66\u6821\u306e\u8a2d\u7f6e\u306e\u8a8d\u53ef\u306e\u7533\u8acb\u306b\u306f\u7b2c187\u6761\u3067\u3053\u306e\u898f\u5b9a\u304c\u6e96\u7528\u3055\u308c\u3001**\u5b66\u5247\u306e\u5909\u66f4\u306e\u5c4a\u51fa\u306b\u306f\u7b2c189\u6761\u3067\u7b2c5\u6761\u306e\u898f\u5b9a\u304c\u6e96\u7528\u3055\u308c\u307e\u3059\u3002** \u7b2c5\u6761\u3067\u306f\u3001\u5c4a\u51fa\u66f8\u306b**\u5909\u66f4\u306e\u4e8b\u7531\u3068\u6642\u671f\u3092\u8a18\u8f09\u3057\u305f\u66f8\u985e**\u3092\u6dfb\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u3053\u306e\u95a2\u4fc2\u304c\u3001\u6c7a\u5b9a\u3068\u5b66\u5247\u3092\u5206\u3051\u3066\u6271\u3046\u7406\u7531\u3067\u3059\u3002** \u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u306f\u3001\u5b66\u5247\u3068\u898f\u7a0b\u306e\u7bc4\u56f2\u306e\u4e2d\u3067\u306e\u904b\u7528\u3084\u89e3\u91c8\u3067\u3059\u3002**\u5b66\u5247\u306b\u66f8\u304b\u308c\u305f\u4e8b\u9805\u3092\u5909\u3048\u308b\u306b\u306f\u5b66\u5247\u306e\u5909\u66f4\u306e\u624b\u7d9a\u304d\u304c\u8981\u308a**\u3001\u4f1a\u8b70\u306e\u6c7a\u5b9a\u3060\u3051\u3067\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u3002","data_source":"**\u898f\u7a0b\u3068\u6c7a\u5b9a\u306f\u3001Cloud Storage \u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u3067\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u3067\u53d6\u308a\u8fbc\u3080\u3068\u304d\u306f\u3001**JSON Lines \u304b NDJSON \u306e\u30d5\u30a1\u30a4\u30eb**\u306b1\u884c\u305a\u3064\u3001\u6587\u66f8\u306e `id`\u3001`structData`\uff08\u307e\u305f\u306f `jsonData`\uff09\u3001`content` \u306e `mimeType` \u3068 `uri` \u3092\u66f8\u304f\u5f62\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n\u6c7a\u5b9a\u4e8b\u9805\u306f\u3001\u53f0\u5e33\u306e1\u884c\u30921\u3064\u306e\u6587\u66f8\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\"id\": \"kyomu-2026-07-03\", \"structData\": {\"doc_type\": \"decision\", \"decision_no\": \"\u6559\u52d92026-07-03\", \"meeting_date\": \"2026-07-15\", \"status\": \"effective\", \"supersedes\": \"\u6559\u52d92023-04-02\", \"departments\": [\"all\"], \"related_rule\": \"\u8a66\u9a13\u30fb\u6210\u7e3e\u8a55\u4fa1\u898f\u7a0b \u7b2c8\u6761\"}, \"content\": {\"mimeType\": \"text\/html\", \"uri\": \"gs:\/\/<bucket>\/decisions\/kyomu-2026-07-03.html\"}}\n```\n\n\u898f\u7a0b\u306f\u3001\u898f\u7a0b\u3054\u3068\u306b1\u6587\u66f8\u306b\u3057\u3001`doc_type` \u3092 `rule`\u3001\u7248\u3068\u65bd\u884c\u65e5\u3001\u72b6\u614b\uff08\u73fe\u884c\u304b\u65e7\u7248\u304b\uff09\u3092\u6301\u305f\u305b\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u3068\u304d\u306e\u7d5e\u308a\u8fbc\u307f\u306f `filter` \u3067\u66f8\u304d\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u305f\u9805\u76ee\u306b\u3064\u3044\u3066 `ANY()` \u3067\u306e\u4e00\u81f4\u3001\u6570\u5024\u30fb\u65e5\u4ed8\u306e\u6bd4\u8f03\uff08`<=` `<` `>=` `>` `=`\uff09\u3001`AND`\u30fb`OR`\u30fb`NOT` \u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u4f7f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\n\n```\nstatus: ANY(\"effective\") AND departments: ANY(\"all\", \"\u770b\u8b77\u5b66\u79d1\")\n```\n\n**\u5206\u5272\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u306a\u3069\u3092\u691c\u51fa\u3057\u3001\u5206\u5272\u306e\u5927\u304d\u3055\u306f**100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a500\uff09**\u3001\u5404\u5206\u5272\u306b\u898b\u51fa\u3057\u3092\u542b\u3081\u308b `includeAncestorHeadings` \u306f**\u65e2\u5b9a\u3067\u7121\u52b9**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u3001**\u5206\u5272\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u5909\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u898f\u7a0b\u306f\u300c\u7b2c\u25cb\u6761\u300d\u306e\u898b\u51fa\u3057\u306e\u4e0b\u306e\u9805\u304c\u5207\u308a\u51fa\u3055\u308c\u308b\u306e\u3067\u3001**\u898b\u51fa\u3057\u3092\u542b\u3081\u308b\u8a2d\u5b9a\u3092\u6709\u52b9\u306b\u3057\u3001\u3069\u306e\u6761\u306e\u9805\u304b\u304c\u5206\u5272\u306e\u4e2d\u306b\u6b8b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**","preprocessing":"1. **\u898f\u7a0b\u306ePDF\u3092\u73fe\u884c\u306e\u7248\u306b\u305d\u308d\u3048\u308b** \u2026 \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306b\u65e7\u7248\u3068\u73fe\u884c\u7248\u304c\u6df7\u3056\u3063\u3066\u3044\u308c\u3070\u3001\u65e7\u7248\u306f `status` \u3092 `superseded` \u306b\u3059\u308b\u304b\u3001\u53d6\u308a\u8fbc\u307f\u304b\u3089\u5916\u3057\u307e\u3059\n2. **\u6c7a\u5b9a\u4e8b\u9805\u3092\u66f8\u304d\u51fa\u3059** \u2026 \u8b70\u4e8b\u9332\u304b\u3089\u6c7a\u5b9a\u3060\u3051\u30921\u4ef6\u305a\u3064\u53f0\u5e33\u306b\u66f8\u304d\u307e\u3059\u3002\u904e\u53bb10\u5e74\u5206\u3092\u4e00\u5ea6\u306b\u66f8\u304d\u51fa\u3059\u5fc5\u8981\u306f\u306a\u304f\u3001**\u307e\u305a\u306f\u73fe\u884c\u306e\u904b\u7528\u306b\u52b9\u3044\u3066\u3044\u308b\u76f4\u8fd13\u5e74\u5206\u304b\u3089**\u59cb\u3081\u307e\u3059\n3. **\u4e0a\u66f8\u304d\u306e\u95a2\u4fc2\u3092\u4ed8\u3051\u308b** \u2026 \u540c\u3058\u8ad6\u70b9\u306e\u6c7a\u5b9a\u304c\u8907\u6570\u3042\u308c\u3070\u3001\u65b0\u3057\u3044\u6c7a\u5b9a\u306e `supersedes` \u306b\u53e4\u3044\u6c7a\u5b9a\u306e\u756a\u53f7\u3092\u66f8\u304d\u3001\u53e4\u3044\u6c7a\u5b9a\u3092 `superseded` \u306b\u3057\u307e\u3059\n4. **\u5b66\u79d1\u306e\u5bfe\u8c61\u3092\u4ed8\u3051\u308b** \u2026 \u5b66\u79d1\u3054\u3068\u306e\u6c7a\u5b9a\u306f `departments` \u306b\u5b66\u79d1\u540d\u3001\u5168\u5b66\u79d1\u306a\u3089 `all` \u3092\u5165\u308c\u307e\u3059\n5. **\u8cea\u554f\u304b\u3089\u500b\u4eba\u60c5\u5831\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u9664\u304f** \u2026 \u5b66\u7c4d\u756a\u53f7\u306e\u5f62\u306e\u6570\u5b57\u5217\u3001\u300c\u3007\u3007\u3055\u3093\u300d\u306e\u5f62\u306e\u6c0f\u540d\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u4f0f\u305b\u307e\u3059\n6. **\u7528\u8a9e\u3092\u8db3\u3059** \u2026 \u300c\u8ffd\u8a66\u300d\u306e\u3088\u3046\u306a\u5b66\u5185\u306e\u547c\u3073\u65b9\u306b\u3001\u898f\u7a0b\u306e\u7528\u8a9e\u3092\u8db3\u3057\u3066\u691c\u7d22\u3057\u307e\u3059\n\n**3\u756a\u76ee\u304c\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u4e0a\u66f8\u304d\u306e\u95a2\u4fc2\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3068\u3001\u65b0\u65e7\u306e\u6c7a\u5b9a\u304c\u4e21\u65b9\u3068\u3082 `effective` \u306e\u307e\u307e\u6b8b\u308a\u3001**\u691c\u7d22\u306f\u3069\u3061\u3089\u3082\u5f15\u304d\u307e\u3059\u3002** \u56de\u7b54\u304c2\u3064\u306e\u6c7a\u5b9a\u3092\u6df7\u305c\u3066\u4f5c\u3089\u308c\u308b\u3068\u3001\u3069\u3061\u3089\u306e\u6271\u3044\u3068\u3082\u9055\u3046\u7b54\u3048\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u9644\u5247\u306e\u7d4c\u904e\u63aa\u7f6e\u306b\u3082\u6ce8\u610f\u3057\u307e\u3059\u3002** \u898f\u7a0b\u3092\u6539\u6b63\u3057\u305f\u3068\u304d\u3001\u9644\u5247\u3067\u300c\u6539\u6b63\u524d\u306b\u5165\u5b66\u3057\u305f\u5b66\u751f\u306b\u306f\u5f93\u524d\u306e\u4f8b\u306b\u3088\u308b\u300d\u3068\u5b9a\u3081\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u9644\u5247\u306f\u6761\u6587\u306e\u672b\u5c3e\u306b\u3042\u308a\u3001\u5206\u5272\u3067\u672c\u5247\u3068\u96e2\u308c\u307e\u3059\u3002** \u6539\u6b63\u306e\u9644\u5247\u3092\u6301\u3064\u898f\u7a0b\u306f\u3001`doc_type` \u3068\u306f\u5225\u306b `has_transition` \u306e\u5370\u3092\u4ed8\u3051\u3001\u56de\u7b54\u306e\u753b\u9762\u306b\u300c\u9644\u5247\u306e\u7d4c\u904e\u63aa\u7f6e\u3092\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6dfb\u3048\u307e\u3059\u3002\n\n**5\u756a\u76ee\u306f\u3001\u898f\u7a0b\u306e\u8cea\u554f\u306b\u5b66\u751f\u306e\u540d\u524d\u306f\u8981\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u300cA\u3055\u3093\u306e\u6b20\u5e2d\u304c\u591a\u3044\u304c\u53d7\u9a13\u3067\u304d\u308b\u304b\u300d\u306f\u3001**\u300c\u6b20\u5e2d\u304c\u6388\u696d\u6642\u6570\u306e\u4e00\u5b9a\u306e\u5272\u5408\u3092\u8d85\u3048\u305f\u5b66\u751f\u306e\u53d7\u9a13\u8cc7\u683c\u300d**\u3068\u3044\u3046\u8cea\u554f\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u5f15\u3044\u305f\u898f\u7a0b\u3068\u6c7a\u5b9a\u304b\u3089\u3001\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u7b87\u6240\u3092\u793a\u3057\u3066\u7b54\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8a72\u5f53\u7b87\u6240\u306e\u7279\u5b9a | \u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u898f\u7a0b\u306e\u6761\u9805\u3068\u3001\u6709\u52b9\u306a\u6c7a\u5b9a\u3092\u5f15\u304f |\n| \u56de\u7b54\u306e\u4f5c\u6210 | \u5f15\u3044\u305f\u7b87\u6240\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u308b |\n| \u5f15\u7528 | \u56de\u7b54\u306e\u6587\u3054\u3068\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u3092\u793a\u3059 |\n| \u7a2e\u985e\u306e\u660e\u793a | \u6839\u62e0\u304c\u5b66\u5247\u30fb\u898f\u7a0b\u304b\u3001\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u304b\u3092\u66f8\u304d\u5206\u3051\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u500b\u3005\u306e\u5b66\u751f\u306e\u53ef\u5426\u306e\u5224\u65ad | \u6559\u52d9\u4f1a\u8b70\u3068\u6821\u9577\u304c\u6c7a\u3081\u308b |\n| \u898f\u7a0b\u306b\u7121\u3044\u4e8b\u6848\u306e\u6271\u3044\u306e\u63d0\u6848 | \u524d\u4f8b\u3092\u4f5c\u308b\u3053\u3068\u306b\u306a\u308b\u3002\u4e8b\u52d9\u5c40\u3068\u6559\u52d9\u4e3b\u4efb\u304c\u6c7a\u3081\u308b |\n| \u5b66\u5247\u3068\u6c7a\u5b9a\u306e\u98df\u3044\u9055\u3044\u306e\u89e3\u6d88 | \u3069\u3061\u3089\u304b\u306b\u5bc4\u305b\u308b\u3068\u3001\u5c4a\u51fa\u306e\u624b\u7d9a\u304d\u3092\u98db\u3070\u3057\u305f\u6271\u3044\u306b\u306a\u308b |\n| \u4e0a\u66f8\u304d\u3055\u308c\u305f\u6c7a\u5b9a\u306e\u5f15\u7528 | \u7d5e\u308a\u8fbc\u307f\u3067\u9664\u304f\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u983c\u3089\u306a\u3044 |\n\n**4\u884c\u76ee\u3092\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u306a\u304f `filter` \u3067\u5b88\u3063\u3066\u3044\u308b\u306e\u304c\u8981\u3067\u3059\u3002** \u300c\u53e4\u3044\u6c7a\u5b9a\u306f\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3057\u3066\u3082\u3001**\u691c\u7d22\u3067\u5f15\u304b\u308c\u305f\u6587\u66f8\u306f\u56de\u7b54\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u5f15\u304b\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u306e\u306f\u3001\u691c\u7d22\u306e\u6bb5\u306e\u4ed5\u4e8b\u3067\u3059\u3002","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e\u30d7\u30ea\u30a2\u30f3\u30d6\u30eb\u306b\u3001\u6b21\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5c02\u9580\u5b66\u6821\u306e\u6559\u52d9\u30fb\u7dcf\u52d9\u306e\u4e8b\u52d9\u5c40\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u6559\u8077\u54e1\u304b\u3089\u306e\u8cea\u554f\u306b\u7b54\u3048\u307e\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n- \u691c\u7d22\u3067\u793a\u3055\u308c\u305f\u5b66\u5247\u30fb\u898f\u7a0b\u30fb\u7d30\u5247\u3068\u3001\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u4e8b\u9805\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6839\u62e0\u3054\u3068\u306b\u3001\u898f\u7a0b\u306a\u3089\u300c\u898f\u7a0b\u540d \u7b2c\u25cb\u6761\u7b2c\u25cb\u9805\u300d\u3001\u6c7a\u5b9a\u306a\u3089\u300c\u6c7a\u5b9a\u756a\u53f7\u3068\u4f1a\u8b70\u306e\u65e5\u4ed8\u300d\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5b66\u5247\u30fb\u898f\u7a0b\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3068\u3001\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u3067\u6c7a\u3081\u305f\u904b\u7528\u3092\u5206\u3051\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6c7a\u5b9a\u306f\u300c\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\uff08\u25cb\u5e74\u25cb\u6708\u25cb\u65e5\uff09\u306b\u3088\u308b\u904b\u7528\u300d\u3068\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5b66\u79d1\u3054\u3068\u306e\u6c7a\u5b9a\u3067\u3042\u308c\u3070\u3001\u3069\u306e\u5b66\u79d1\u306e\u6c7a\u5b9a\u304b\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u306a\u3044\u3053\u3068\u3011\n- \u500b\u3005\u306e\u5b66\u751f\u3092\u9032\u7d1a\u30fb\u5352\u696d\u3055\u305b\u3066\u3088\u3044\u304b\u3001\u8a66\u9a13\u3092\u53d7\u3051\u3055\u305b\u3066\u3088\u3044\u304b\u3001\u51e6\u5206\u3059\u308b\u304b\u306a\u3069\u306e\n  \u53ef\u5426\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u6559\u52d9\u4e3b\u4efb\u3078\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u691c\u7d22\u3067\u793a\u3055\u308c\u305f\u6587\u66f8\u306b\u7b54\u3048\u304c\u7121\u3044\u3068\u304d\u306f\u3001\u63a8\u6e2c\u3067\u88dc\u308f\u305a\u3001\n  \u300c\u898f\u7a0b\u30fb\u6c7a\u5b9a\u306b\u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5b66\u5247\u30fb\u898f\u7a0b\u306e\u8a18\u8f09\u3068\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u304c\u98df\u3044\u9055\u3063\u3066\u898b\u3048\u308b\u3068\u304d\u306f\u3001\n  \u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u3068\u3082\u66f8\u304b\u305a\u3001\u4e21\u65b9\u306e\u8a18\u8f09\u3092\u793a\u3057\u3066\u300c\u4e8b\u52d9\u5c40\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e00\u822c\u7684\u306a\u5c02\u9580\u5b66\u6821\u306e\u6163\u884c\u3084\u3001\u307b\u304b\u306e\u5b66\u6821\u306e\u4f8b\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u4e00\u822c\u7684\u306a\u6163\u884c\u3067\u7b54\u3048\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u898f\u7a0b\u306b\u7121\u3044\u8cea\u554f\u306b\u3082\u305d\u308c\u3089\u3057\u3044\u7b54\u3048\u304c\u51fa\u307e\u3059\u3002** \u751f\u6210AI\u306f\u300c\u591a\u304f\u306e\u5b66\u6821\u3067\u306f\u300d\u3068\u88dc\u3063\u3066\u7b54\u3048\u3092\u4f5c\u308a\u304c\u3061\u3067\u3001**\u6559\u8077\u54e1\u306f\u305d\u308c\u3092\u81ea\u6821\u306e\u6c7a\u307e\u308a\u3068\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u306b\u56de\u7b54\u3092\u4f5c\u3089\u305b\u306a\u3044\u8a2d\u5b9a\u3068\u3001\u4e8c\u91cd\u306b\u3075\u3055\u304e\u307e\u3059\u3002\n\n**\u98df\u3044\u9055\u3044\u3092\u300c\u4e21\u65b9\u793a\u3057\u3066\u6b62\u3081\u308b\u300d\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u7b2c7\u7ae0\u306e\u5165\u529b\u30c7\u30fc\u30bf\u3067\u898b\u305f\u5c4a\u51fa\u306e\u624b\u7d9a\u304d\u306e\u305f\u3081\u3067\u3059\u3002** \u3069\u3061\u3089\u306b\u5bc4\u305b\u3066\u3082\u3001\u5b66\u6821\u3068\u3057\u3066\u6b63\u5f0f\u306b\u6c7a\u3081\u3066\u3044\u306a\u3044\u6271\u3044\u3092\u6848\u5185\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002","output_data":"answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u304b\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u7d44\u307f\u76f4\u3057\u3066\u753b\u9762\u306b\u8fd4\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"question_id\": \"\",\n  \"status\": \"answered | skipped | needs_staff\",\n  \"answer_text\": \"\",\n  \"basis\": [\n    {\n      \"kind\": \"rule | decision\",\n      \"title\": \"\u8a66\u9a13\u30fb\u6210\u7e3e\u8a55\u4fa1\u898f\u7a0b\",\n      \"ref\": \"\u7b2c8\u6761\u7b2c2\u9805\",\n      \"decision_no\": \"\",\n      \"meeting_date\": \"\",\n      \"quote\": \"\"\n    }\n  ],\n  \"conflict\": false,\n  \"skipped_reason\": \"\",\n  \"routed_to\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`kind` \u3067\u6839\u62e0\u306e\u91cd\u307f\u3092\u898b\u305b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u898f\u7a0b\u306e\u6761\u9805\u3068\u4f1a\u8b70\u306e\u6c7a\u5b9a\u304c\u540c\u3058\u898b\u305f\u76ee\u3067\u4e26\u3076\u3068\u3001\u6559\u8077\u54e1\u306f\u533a\u5225\u305b\u305a\u306b\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\u753b\u9762\u3067\u306f `rule` \u3068 `decision` \u3092\u8272\u3067\u5206\u3051\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u306e\u5909\u63db\u3092\u3053\u3053\u3067\u884c\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u5f15\u7528\u306e `startIndex` \u3068 `endIndex` \u306f**\u6587\u5b57\u6570\u3067\u306f\u306a\u304f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570**\u3067\u8fd4\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306f1\u6587\u5b57\u304c\u8907\u6570\u30d0\u30a4\u30c8\u306a\u306e\u3067\u3001**\u305d\u306e\u307e\u307e\u6587\u5b57\u306e\u4f4d\u7f6e\u3068\u3057\u3066\u4f7f\u3046\u3068\u3001\u305a\u308c\u305f\u7b87\u6240\u3092\u5f37\u8abf\u3057\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u76f4\u3057\u3066\u304b\u3089 `quote` \u3092\u5207\u308a\u51fa\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`status` \u3067\u632f\u308a\u5206\u3051\u3092\u6a5f\u68b0\u7684\u306b\u6c7a\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| `status` | \u6761\u4ef6 | \u884c\u304d\u5148 |\n|:--|:--|:--|\n| `answered` | \u56de\u7b54\u304c\u4f5c\u3089\u308c\u3001\u6839\u62e0\u304c1\u3064\u4ee5\u4e0a\u3042\u308b | \u6559\u8077\u54e1\u3078\u8fd4\u3059 |\n| `skipped` | `answerSkippedReasons` \u304c\u8fd4\u3063\u305f | \u6559\u8077\u54e1\u306b\u300c\u4e8b\u52d9\u5c40\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u78ba\u8a8d\u5f85\u3061\u3078 |\n| `needs_staff` | \u5b66\u751f\u3054\u3068\u306e\u53ef\u5426\u3092\u6c42\u3081\u308b\u8cea\u554f\u3001\u307e\u305f\u306f `conflict` \u304c\u771f | \u78ba\u8a8d\u5f85\u3061\u3078\u3002\u53ef\u5426\u306e\u8cea\u554f\u306f\u6559\u52d9\u4e3b\u4efb\u3078\u3082\u901a\u77e5 |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b\u753b\u9762 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e API | \u8cea\u554f\u3092\u53d7\u3051\u3001\u56de\u7b54\u3092\u8fd4\u3059 |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9\uff08REST\uff09 | \u7d5e\u308a\u8fbc\u307f\u4ed8\u304d\u306e\u691c\u7d22\u3068\u56de\u7b54\u306e\u751f\u6210 |\n| Cloud Storage | \u53d6\u308a\u8fbc\u307f | \u898f\u7a0b\u3068\u6c7a\u5b9a\u306e\u539f\u672c\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e JSONL |\n| \u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u78ba\u5b9a\u3057\u305f\u884c\u304b\u3089 JSONL \u3092\u4f5c\u308b |\n| \u4e8b\u52d9\u5c40\u306e\u78ba\u8a8d\u5f85\u3061 | \u4e00\u89a7\u3078\u306e\u66f8\u304d\u8fbc\u307f\u3068\u901a\u77e5 | `skipped` \u3068 `needs_staff` \u306e\u8cea\u554f |\n| \u5b66\u52d9\u306e\u8a18\u9332 | **\u3064\u306a\u304c\u306a\u3044** | \u5b66\u751f\u306e\u6210\u7e3e\u30fb\u51fa\u5e2d\u306f\u6271\u308f\u306a\u3044 |\n\n**\u5b66\u52d9\u306e\u8a18\u9332\u306b\u306f\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u3064\u306a\u3052\u3070\u300c\u3053\u306e\u5b66\u751f\u306f\u53d7\u9a13\u3067\u304d\u308b\u304b\u300d\u306b\u7b54\u3048\u3089\u308c\u305d\u3046\u306b\u898b\u3048\u307e\u3059\u304c\u3001**\u305d\u308c\u306f\u898f\u7a0b\u3092\u5f15\u304f\u4ed5\u7d44\u307f\u3067\u306f\u306a\u304f\u3001\u53ef\u5426\u3092\u5224\u65ad\u3059\u308b\u4ed5\u7d44\u307f\u306b\u306a\u308a\u307e\u3059\u3002** \u7bc4\u56f2\u3092\u5e83\u3052\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5b89\u5168\u306e\u524d\u63d0\u3067\u3059\u3002\n\n**\u7d9a\u3051\u3066\u805e\u304b\u308c\u308b\u8cea\u554f\u306f\u3001\u540c\u3058\u4f1a\u8a71\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306f\u6587\u8108\u3092\u4fdd\u3063\u305f\u307e\u307e\u8ffd\u52a0\u306e\u8cea\u554f\u3092\u53d7\u3051\u308b**\u8907\u6570\u56de\u306e\u3084\u308a\u53d6\u308a**\u306b\u5bfe\u5fdc\u3059\u308b\u3068\u3055\u308c\u3001\u524d\u306e\u8cea\u554f\u306e\u4f1a\u8a71\u306e ID \u3092\u6e21\u3057\u3066\u7d9a\u3051\u307e\u3059\u3002\u300c\u3067\u306f\u3001\u5b9f\u7fd2\u306e\u5834\u5408\u306f\uff1f\u300d\u306e\u3088\u3046\u306a\u77ed\u3044\u8ffd\u52a0\u306e\u8cea\u554f\u306f\u3001**\u524d\u306e\u8cea\u554f\u3068\u3064\u306a\u3052\u306a\u3044\u3068\u4f55\u306e\u8a71\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002** \u4f1a\u8a71\u306e ID \u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6301\u3061\u3001\u753b\u9762\u3092\u9589\u3058\u305f\u3089\u6368\u3066\u307e\u3059\u3002\n\n**\u95a2\u9023\u3059\u308b\u8cea\u554f\u306e\u5019\u88dc\u306f\u51fa\u3057\u307e\u305b\u3093\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306f\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u3092\u8fd4\u305b\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001**\u4e8b\u52d9\u5c40\u304c\u6c7a\u3081\u3066\u3044\u306a\u3044\u8ad6\u70b9\u306e\u8cea\u554f\u3092\u8a98\u3046**\u3053\u3068\u306b\u306a\u308b\u305f\u3081\u3001\u4f7f\u3044\u307e\u305b\u3093\u3002","human_review":"**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u78ba\u8a8d\u5f85\u3061\u306b\u5165\u3063\u305f\u8cea\u554f\u3068\u3001\u90311\u56de\u306e\u629c\u304d\u53d6\u308a\u3067\u3059\u3002** `answered` \u306e\u56de\u7b54\u306f\u3001\u6559\u8077\u54e1\u306b\u76f4\u63a5\u8fd4\u3057\u307e\u3059\u3002\n\n1. **\u78ba\u8a8d\u5f85\u3061\u306e `needs_staff` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5b66\u751f\u3054\u3068\u306e\u53ef\u5426\u306e\u8cea\u554f\u306f\u3001\u6559\u52d9\u4e3b\u4efb\u306b\u56de\u3057\u307e\u3059\u3002**\u4e8b\u52d9\u5c40\u304c\u305d\u306e\u5834\u3067\u7b54\u3048\u306a\u3044\u3053\u3068\u3092\u5fb9\u5e95\u3057\u307e\u3059**\n2. **`conflict` \u306e\u8cea\u554f\u3092\u898b\u308b** \u2026 \u898f\u7a0b\u3068\u6c7a\u5b9a\u306e\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u3001\u6559\u52d9\u4e3b\u4efb\u3068\u78ba\u304b\u3081\u307e\u3059\u3002**\u5b66\u5247\u306b\u95a2\u308f\u308b\u306a\u3089\u3001\u5b66\u5247\u306e\u5909\u66f4\u306e\u8981\u5426\u307e\u3067\u8a71\u3092\u4e0a\u3052\u307e\u3059**\n3. **`skipped` \u306e\u8cea\u554f\u306b\u7b54\u3048\u308b** \u2026 \u898f\u7a0b\u306b\u3082\u6c7a\u5b9a\u306b\u3082\u7121\u3044\u8cea\u554f\u3067\u3059\u3002**\u7b54\u3048\u305f\u5185\u5bb9\u304c\u65b0\u3057\u3044\u904b\u7528\u306b\u306a\u308b\u306a\u3089\u3001\u6b21\u306e\u6559\u52d9\u4f1a\u8b70\u306e\u8b70\u984c\u306b\u3057\u307e\u3059**\n4. **\u90311\u56de\u3001`answered` \u304b\u308920\u4ef6\u3092\u8aad\u3080** \u2026 \u6839\u62e0\u306e\u6761\u9805\u3068\u6c7a\u5b9a\u304c\u8cea\u554f\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u4e0a\u66f8\u304d\u3055\u308c\u305f\u6c7a\u5b9a\u304c\u5f15\u304b\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n\n**3\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u80b2\u3066\u308b\u5de5\u7a0b\u3067\u3059\u3002** \u898f\u7a0b\u306b\u7121\u3044\u8cea\u554f\u306b\u4e8b\u52d9\u5c40\u304c\u7b54\u3048\u305f\u5185\u5bb9\u306f\u3001**\u4f1a\u8b70\u3067\u6c7a\u3081\u306a\u3044\u304b\u304e\u308a\u3001\u307e\u305f\u540c\u3058\u8cea\u554f\u304c\u5c4a\u304d\u307e\u3059\u3002** \u8b70\u984c\u306b\u3057\u3066\u6c7a\u5b9a\u306b\u3059\u308c\u3070\u3001\u6b21\u304b\u3089\u306f\u691c\u7d22\u3067\u7b54\u3048\u3089\u308c\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001300\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef64\u5206\u3067\u3059\u3002** \u78ba\u8a8d\u5f85\u3061\u306b\u5165\u308b\u306e\u304c2\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u53f0\u5e33\u306e\u66f8\u304d\u51fa\u3057\u304c\u8ffd\u3044\u3064\u3044\u3066\u3044\u306a\u3044\u304b\u3001\u7528\u8a9e\u306e\u5bfe\u5fdc\u304c\u8db3\u308a\u307e\u305b\u3093\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u95a2\u9023\u3059\u308b\u7d50\u679c\u304c\u7121\u304f\u56de\u7b54\u304c\u30b9\u30ad\u30c3\u30d7\u3055\u308c\u305f | `skipped`\u3002\u6559\u8077\u54e1\u306b\u4e8b\u52d9\u5c40\u304c\u78ba\u8a8d\u3059\u308b\u65e8\u3092\u8fd4\u3059 |\n| \u65b0\u65e7\u306e\u6c7a\u5b9a\u304c\u4e21\u65b9\u5f15\u304b\u308c\u305f | \u53f0\u5e33\u306e\u4e0a\u66f8\u304d\u306e\u4ed8\u3051\u5fd8\u308c\u3002**\u53d6\u308a\u8fbc\u307f\u3092\u76f4\u3057\u3001\u56de\u7b54\u306f\u4e8b\u52d9\u5c40\u304c\u51fa\u3057\u76f4\u3059** |\n| \u898f\u7a0b\u3068\u6c7a\u5b9a\u304c\u98df\u3044\u9055\u3046 | `conflict`\u3002\u3069\u3061\u3089\u306b\u3082\u5bc4\u305b\u305a\u4e8b\u52d9\u5c40\u3078 |\n| \u8cea\u554f\u306b\u5b66\u751f\u306e\u6c0f\u540d\u30fb\u5b66\u7c4d\u756a\u53f7\u304c\u542b\u307e\u308c\u308b | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u4f0f\u305b\u308b\u3002**\u4f0f\u305b\u304d\u308c\u306a\u3044\u3082\u306e\u306f\u9001\u3089\u305a\u306b\u78ba\u8a8d\u5f85\u3061\u3078** |\n| \u5b66\u79d1\u306e\u5224\u5225\u304c\u3064\u304b\u306a\u3044 | \u5168\u5b66\u79d1\u306e\u6c7a\u5b9a\u3068\u898f\u7a0b\u3060\u3051\u3067\u7b54\u3048\u3001\u5b66\u79d1\u306e\u6c7a\u5b9a\u304c\u3042\u308a\u3046\u308b\u3068\u6dfb\u3048\u308b |\n| \u5f15\u7528\u306e\u4f4d\u7f6e\u304c\u305a\u308c\u308b | \u30d0\u30a4\u30c8\u6570\u304b\u3089\u6587\u5b57\u6570\u3078\u306e\u5909\u63db\u3092\u78ba\u304b\u3081\u308b |\n| \u53d6\u308a\u8fbc\u307f\u306e\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f | \u72b6\u614b\u306e\u5909\u66f4\u3068\u65b0\u3057\u3044\u6c7a\u5b9a\u3092\u3001\u78ba\u5b9a\u306e\u5358\u4f4d\u3067\u3084\u308a\u76f4\u3059 |\n| answer \u30e1\u30bd\u30c3\u30c9\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u8cea\u554f\u3092\u78ba\u8a8d\u5f85\u3061\u306b\u5165\u308c\u3001\u4e8b\u52d9\u5c40\u304c\u7b54\u3048\u308b |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u304c\u3001\u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u3089\u6700\u3082\u591a\u304f\u8d77\u304d\u307e\u3059\u3002** \u539f\u56e0\u306f\u3044\u3064\u3082\u53f0\u5e33\u306e\u5074\u3067\u3001**\u4f1a\u8b70\u306e\u6c7a\u5b9a\u3092\u66f8\u304d\u51fa\u3059\u3068\u304d\u306b\u3001\u4f55\u3092\u4e0a\u66f8\u304d\u3057\u305f\u304b\u3092\u8b70\u4e8b\u9332\u304b\u3089\u8aad\u307f\u53d6\u308c\u306a\u3044\u3053\u3068\u304c\u591a\u3044**\u304b\u3089\u3067\u3059\u3002\u4f1a\u8b70\u306e\u8b70\u4e8b\u9332\u306e\u66f8\u304d\u65b9\u306b\u300c\u3007\u5e74\u3007\u6708\u306e\u6c7a\u5b9a\u3092\u6539\u3081\u308b\u300d\u3068\u66f8\u304f\u6b04\u3092\u4f5c\u308b\u3068\u6e1b\u308a\u307e\u3059\u3002","log_storage":"- \u8cea\u554f\u306e\u539f\u6587\uff08\u500b\u4eba\u60c5\u5831\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u4f0f\u305b\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001\u5b66\u79d1\n- \u691c\u7d22\u306b\u4f7f\u3063\u305f `filter` \u3068\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\n- \u8fd4\u3057\u305f\u56de\u7b54\u3001\u6839\u62e0\u306e\u4e00\u89a7\u3001`status`\n- **\u56de\u7b54\u3057\u305f\u3068\u304d\u306e\u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33\u306e\u72b6\u614b**\uff08\u3069\u306e\u6c7a\u5b9a\u304c\u6709\u52b9\u3060\u3063\u305f\u304b\uff09\n- \u78ba\u8a8d\u5f85\u3061\u306b\u5165\u3063\u305f\u8cea\u554f\u3078\u306e\u4e8b\u52d9\u5c40\u306e\u56de\u7b54\u3068\u3001\u6559\u52d9\u4e3b\u4efb\u3078\u306e\u76f8\u8ac7\u306e\u7d50\u679c\n- \u90311\u56de\u306e\u629c\u304d\u53d6\u308a\u3067\u898b\u3064\u304b\u3063\u305f\u8aa4\u308a\u3068\u3001\u76f4\u3057\u305f\u7b87\u6240\uff08\u53f0\u5e33\u30fb\u898f\u7a0b\u30fb\u7528\u8a9e\uff09\n\n**4\u3064\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u6c7a\u5b9a\u304c\u4e0a\u66f8\u304d\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u300c\u5148\u6708\u306f\u3053\u3046\u6848\u5185\u3055\u308c\u305f\u300d\u3068\u8a00\u308f\u308c\u305f\u3068\u304d\u306b\u3001**\u305d\u306e\u3068\u304d\u306b\u6709\u52b9\u3060\u3063\u305f\u6c7a\u5b9a\u3092\u793a\u305b\u306a\u3044\u3068\u3001\u6848\u5185\u304c\u8aa4\u308a\u3060\u3063\u305f\u306e\u304b\u3001\u305d\u306e\u5f8c\u306b\u5909\u308f\u3063\u305f\u306e\u304b\u3092\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**5\u3064\u76ee\u306f\u3001\u6b21\u306e\u6559\u52d9\u4f1a\u8b70\u306e\u8b70\u984c\u306e\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002** \u78ba\u8a8d\u5f85\u3061\u306b\u5165\u3063\u305f\u8cea\u554f\u306e\u3046\u3061\u3001\u540c\u3058\u8ad6\u70b9\u306e\u3082\u306e\u304c\u7d9a\u3051\u3070\u3001\u305d\u308c\u306f**\u6c7a\u3081\u3066\u304a\u304f\u3079\u304d\u904b\u7528\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044**\u3068\u3044\u3046\u3057\u308b\u3057\u3067\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":300,"assumption_workdays":20,"volume_month":300,"before_minutes_per_case":12,"after_minutes_per_case":4,"hourly_cost":3000,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1440000,"summary":"\u6559\u8077\u54e1\u304b\u3089\u300c\u5b66\u5247\u30fb\u898f\u7a0b\u3067\u306f\u3069\u3046\u306a\u3063\u3066\u3044\u308b\u304b\u300d\u300c\u6559\u52d9\u4f1a\u8b70\u3067\u4f55\u3068\u6c7a\u3081\u305f\u304b\u300d\u3068\u805e\u304b\u308c\u305f\u3068\u304d\u3001\u3044\u307e\u6709\u52b9\u306a\u6587\u66f8\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3066\u7b54\u3048\u307e\u3059\u3002\u6761\u9805\u3068\u6c7a\u5b9a\u306e\u756a\u53f7\u3092\u6dfb\u3048\u3001\u5b66\u751f\u3054\u3068\u306e\u5224\u65ad\u304c\u8981\u308b\u8cea\u554f\u306f\u6559\u52d9\u4e3b\u4efb\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u6559\u8077\u54e1\u304c\u30e1\u30fc\u30eb\u304b\u5b66\u5185\u30c1\u30e3\u30c3\u30c8\u3067\u4e8b\u52d9\u5c40\u306b\u8cea\u554f\u3059\u308b\n2. \u4e8b\u52d9\u5c40\u306e\u62c5\u5f53\u304c\u3001\u8cea\u554f\u304c\u3069\u306e\u898f\u7a0b\u306e\u8a71\u304b\u3092\u8003\u3048\u308b\n3. \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u3067\u8a72\u5f53\u3057\u305d\u3046\u306a\u898f\u7a0b\u306ePDF\u3092\u958b\u304d\u3001\u6761\u9805\u3092\u63a2\u3059\n4. \u898f\u7a0b\u306b\u7b54\u3048\u304c\u7121\u3051\u308c\u3070\u3001\u904e\u53bb\u306e\u6559\u52d9\u4f1a\u8b70\u306e\u8b70\u4e8b\u9332\u3092\u601d\u3044\u5f53\u305f\u308b\u5e74\u5ea6\u304b\u3089\u63a2\u3059\n5. \u6c7a\u5b9a\u304c\u898b\u3064\u304b\u3063\u305f\u3089\u3001\u305d\u306e\u5f8c\u306b\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u5f8c\u306e\u8b70\u4e8b\u9332\u3067\u78ba\u304b\u3081\u308b\n6. \u6761\u9805\u3068\u6c7a\u5b9a\u3092\u5f15\u7528\u3057\u3066\u56de\u7b54\u3092\u66f8\u304d\u3001\u6559\u8077\u54e1\u306b\u8fd4\u3059\n7. \u5224\u65ad\u306e\u8981\u308b\u8cea\u554f\u306f\u3001\u6559\u52d9\u4e3b\u4efb\u306b\u76f8\u8ac7\u3057\u3066\u304b\u3089\u8fd4\u3059\n\n**\uff08a\uff09\u540c\u3058\u8cea\u554f\u304c\u4f55\u5ea6\u3082\u5c4a\u304f\u3002** \u5b66\u671f\u306e\u521d\u3081\u3068\u8a66\u9a13\u306e\u524d\u3001\u5b9f\u7fd2\u306e\u59cb\u307e\u308b\u6708\u306b\u3001\u540c\u3058\u8ad6\u70b9\u306e\u8cea\u554f\u304c\u5b66\u79d1\u3092\u5909\u3048\u3066\u5c4a\u304d\u307e\u3059\u3002**\u7b54\u3048\u306f\u524d\u3068\u540c\u3058\u306a\u306e\u306b\u3001\u6bce\u56de\u63a2\u3057\u76f4\u3057\u3066\u3044\u307e\u3059\u3002**\n\n**\uff08b\uff09\u4f1a\u8b70\u306e\u6c7a\u5b9a\u304c\u8b70\u4e8b\u9332\u306b\u57cb\u3082\u308c\u308b\u3002** \u8b70\u4e8b\u9332\u306f\u4f1a\u8b70\u3054\u3068\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u3001**\u6c7a\u5b9a\u4e8b\u9805\u304c\u5831\u544a\u3084\u8b70\u8ad6\u306e\u8a18\u9332\u306b\u6df7\u3056\u3063\u3066\u3044\u307e\u3059\u3002** \u3069\u306e\u4f1a\u8b70\u3067\u6c7a\u3081\u305f\u304b\u3092\u899a\u3048\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u30d5\u30a1\u30a4\u30eb\u3092\u9806\u306b\u958b\u304f\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u6c7a\u5b9a\u304c\u3044\u307e\u3082\u6709\u52b9\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3002** \u6570\u5e74\u524d\u306e\u6c7a\u5b9a\u304c\u3001\u305d\u306e\u5f8c\u306e\u4f1a\u8b70\u3067\u6539\u3081\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**5\u756a\u76ee\u306e\u78ba\u8a8d\u3092\u7701\u304f\u3068\u3001\u53e4\u3044\u6271\u3044\u3067\u7b54\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u3053\u3053\u3067\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u53e4\u304f\u304b\u3089\u3044\u308b\u8077\u54e1\u3057\u304b\u7b54\u3048\u3089\u308c\u306a\u3044\u3002** \u300c\u305d\u308c\u306f3\u5e74\u524d\u306e\u4f1a\u8b70\u3067\u6c7a\u3081\u305f\u300d\u3068\u899a\u3048\u3066\u3044\u308b\u8077\u54e1\u306b\u8cea\u554f\u304c\u96c6\u307e\u308a\u3001**\u305d\u306e\u8077\u54e1\u304c\u4f11\u3080\u3068\u56de\u7b54\u304c\u6b62\u307e\u308a\u307e\u3059\u3002**","before_flow_steps":["\u6559\u8077\u54e1\u304c\u30e1\u30fc\u30eb\u304b\u5b66\u5185\u30c1\u30e3\u30c3\u30c8\u3067\u4e8b\u52d9\u5c40\u306b\u8cea\u554f\u3059\u308b","\u4e8b\u52d9\u5c40\u306e\u62c5\u5f53\u304c\u3001\u8cea\u554f\u304c\u3069\u306e\u898f\u7a0b\u306e\u8a71\u304b\u3092\u8003\u3048\u308b","\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u3067\u8a72\u5f53\u3057\u305d\u3046\u306a\u898f\u7a0b\u306ePDF\u3092\u958b\u304d\u3001\u6761\u9805\u3092\u63a2\u3059","\u898f\u7a0b\u306b\u7b54\u3048\u304c\u7121\u3051\u308c\u3070\u3001\u904e\u53bb\u306e\u6559\u52d9\u4f1a\u8b70\u306e\u8b70\u4e8b\u9332\u3092\u601d\u3044\u5f53\u305f\u308b\u5e74\u5ea6\u304b\u3089\u63a2\u3059","\u6c7a\u5b9a\u304c\u898b\u3064\u304b\u3063\u305f\u3089\u3001\u305d\u306e\u5f8c\u306b\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u5f8c\u306e\u8b70\u4e8b\u9332\u3067\u78ba\u304b\u3081\u308b","\u6761\u9805\u3068\u6c7a\u5b9a\u3092\u5f15\u7528\u3057\u3066\u56de\u7b54\u3092\u66f8\u304d\u3001\u6559\u8077\u54e1\u306b\u8fd4\u3059","\u5224\u65ad\u306e\u8981\u308b\u8cea\u554f\u306f\u3001\u6559\u52d9\u4e3b\u4efb\u306b\u76f8\u8ac7\u3057\u3066\u304b\u3089\u8fd4\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u4e8b\u52d9\u5c40\u304c\u3001\u6559\u52d9\u4f1a\u8b70\u306e\u305f\u3073\u306b\u6c7a\u5b9a\u4e8b\u9805\u30921\u4ef6\u305a\u3064\u53f0\u5e33\u306b\u66f8\u304d\u51fa\u3057\u3001\u6709\u52b9\u30fb\u4e0a\u66f8\u304d\u306e\u72b6\u614b\u3092\u4ed8\u3051\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u53f0\u5e33\u306e\u884c\u3068\u898f\u7a0b\u306ePDF\u304c\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u3067\u691c\u7d22\u306e\u5bfe\u8c61\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b\n3. **\u3010\u4eba\u3011** \u6559\u8077\u54e1\u304c\u3001\u5b66\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u8cea\u554f\u3092\u66f8\u304f\n4. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u8cea\u554f\u304b\u3089\u5b66\u751f\u306e\u6c0f\u540d\u3084\u5b66\u7c4d\u756a\u53f7\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u9664\u304d\u3001\u5b66\u79d1\u3092\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u6709\u52b9\u306a\u6587\u66f8\u3060\u3051\u3092\u5bfe\u8c61\u306b\u691c\u7d22\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u3092\u4f5c\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5f15\u7528\u304c\u898f\u7a0b\u306e\u6761\u9805\u304b\u4f1a\u8b70\u306e\u6c7a\u5b9a\u304b\u3092\u898b\u5206\u3051\u3001\u756a\u53f7\u3068\u539f\u6587\u306e\u4f4d\u7f6e\u3092\u4ed8\u3051\u3066\u8868\u793a\u3059\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u8cea\u554f\u3001\u5b66\u751f\u3054\u3068\u306e\u5224\u65ad\u3092\u6c42\u3081\u308b\u8cea\u554f\u306f\u3001\u4e8b\u52d9\u5c40\u306e\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306b\u5165\u308b\n8. **\u3010\u4eba\u3011** \u4e8b\u52d9\u5c40\u304c\u78ba\u8a8d\u5f85\u3061\u306e\u8cea\u554f\u306b\u7b54\u3048\u3001\u5fc5\u8981\u306a\u3089\u6559\u52d9\u4e3b\u4efb\u306b\u76f8\u8ac7\u3059\u308b\n9. **\u3010\u4eba\u3011** \u4e8b\u52d9\u5c40\u304c\u9031\u306b1\u56de\u3001\u56de\u7b54\u306e\u4e00\u90e8\u3092\u629c\u304d\u51fa\u3057\u3066\u8aad\u307f\u3001\u8aa4\u308a\u304c\u3042\u308c\u3070\u53f0\u5e33\u304b\u898f\u7a0b\u306e\u53d6\u308a\u8fbc\u307f\u3092\u76f4\u3059\n\n**1\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u571f\u53f0\u3067\u3059\u3002** \u8b70\u4e8b\u9332\u3092\u305d\u306e\u307e\u307e\u691c\u7d22\u3055\u305b\u308b\u3068\u3001**\u5831\u544a\u3084\u8b70\u8ad6\u306e\u767a\u8a00\u307e\u3067\u300c\u6c7a\u5b9a\u300d\u3068\u3057\u3066\u5f15\u304b\u308c\u307e\u3059\u3002** \u6c7a\u5b9a\u3060\u3051\u30921\u4ef6\u305a\u3064\u66f8\u304d\u51fa\u3057\u3066\u72b6\u614b\u3092\u4ed8\u3051\u308b\u306e\u306f\u4eba\u306e\u4ed5\u4e8b\u3067\u3001**AI\u3067\u7701\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u624b\u9593\u3067\u3059\u3002**\n\n**7\u756a\u76ee\u3067\u3001\u7b54\u3048\u306a\u3044\u8cea\u554f\u3092\u6c7a\u3081\u3066\u3044\u308b\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u300c\u3053\u306e\u5b66\u751f\u3092\u9032\u7d1a\u3055\u305b\u3066\u3088\u3044\u304b\u300d\u306f\u898f\u7a0b\u306e\u8cea\u554f\u306b\u898b\u3048\u307e\u3059\u304c\u3001**\u6c7a\u3081\u308b\u306e\u306f\u6559\u52d9\u4f1a\u8b70\u3068\u6821\u9577\u3067\u3059\u3002** \u56de\u7b54\u3092\u8fd4\u3055\u305a\u3001\u4e8b\u52d9\u5c40\u306b\u56de\u3057\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u4e8b\u52d9\u5c40\u304c\u3001\u6559\u52d9\u4f1a\u8b70\u306e\u305f\u3073\u306b\u6c7a\u5b9a\u4e8b\u9805\u30921\u4ef6\u305a\u3064\u53f0\u5e33\u306b\u66f8\u304d\u51fa\u3057\u3001\u6709\u52b9\u30fb\u4e0a\u66f8\u304d\u306e\u72b6\u614b\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u53f0\u5e33\u306e\u884c\u3068\u898f\u7a0b\u306ePDF\u304c\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u3067\u691c\u7d22\u306e\u5bfe\u8c61\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b","**\u3010\u4eba\u3011** \u6559\u8077\u54e1\u304c\u3001\u5b66\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u8cea\u554f\u3092\u66f8\u304f","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u8cea\u554f\u304b\u3089\u5b66\u751f\u306e\u6c0f\u540d\u3084\u5b66\u7c4d\u756a\u53f7\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u9664\u304d\u3001\u5b66\u79d1\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u6709\u52b9\u306a\u6587\u66f8\u3060\u3051\u3092\u5bfe\u8c61\u306b\u691c\u7d22\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5f15\u7528\u304c\u898f\u7a0b\u306e\u6761\u9805\u304b\u4f1a\u8b70\u306e\u6c7a\u5b9a\u304b\u3092\u898b\u5206\u3051\u3001\u756a\u53f7\u3068\u539f\u6587\u306e\u4f4d\u7f6e\u3092\u4ed8\u3051\u3066\u8868\u793a\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u8cea\u554f\u3001\u5b66\u751f\u3054\u3068\u306e\u5224\u65ad\u3092\u6c42\u3081\u308b\u8cea\u554f\u306f\u3001\u4e8b\u52d9\u5c40\u306e\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306b\u5165\u308b","**\u3010\u4eba\u3011** \u4e8b\u52d9\u5c40\u304c\u78ba\u8a8d\u5f85\u3061\u306e\u8cea\u554f\u306b\u7b54\u3048\u3001\u5fc5\u8981\u306a\u3089\u6559\u52d9\u4e3b\u4efb\u306b\u76f8\u8ac7\u3059\u308b","**\u3010\u4eba\u3011** \u4e8b\u52d9\u5c40\u304c\u9031\u306b1\u56de\u3001\u56de\u7b54\u306e\u4e00\u90e8\u3092\u629c\u304d\u51fa\u3057\u3066\u8aad\u307f\u3001\u8aa4\u308a\u304c\u3042\u308c\u3070\u53f0\u5e33\u304b\u898f\u7a0b\u306e\u53d6\u308a\u8fbc\u307f\u3092\u76f4\u3059"],"architecture":"```\n\u898f\u7a0b\u306ePDF\uff08\u5b66\u5247\u30fb\u7d30\u5247\u30fb\u898f\u7a0b\uff09   \u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33\n   \u2502  \u7248\u3068\u65bd\u884c\u65e5\u306e\u30e1\u30bf\u30c7\u30fc\u30bf        \u2502  1\u6c7a\u5b9a\uff1d1\u6587\u66f8\u3001\u72b6\u614b\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\n   \u25bc                                \u25bc\nCloud Storage \uff0b \u30e1\u30bf\u30c7\u30fc\u30bf\u306e JSONL\n   \u25bc  \u53d6\u308a\u8fbc\u307f\uff08\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u5206\u5272\uff09\nVertex AI Search\uff08Agent Search\uff09\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\n   \u25b2\n   \u2502\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6559\u8077\u54e1\u304c\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u8cea\u554f\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u500b\u4eba\u60c5\u5831\u3089\u3057\u3044\u6587\u5b57\u5217\u306e\u9664\u53bb\u3001\u5b66\u79d1\u3068\u72b6\u614b\u306e\u7d5e\u308a\u8fbc\u307f\n   \u25bc\nanswer \u30e1\u30bd\u30c3\u30c9\uff08Gemini \u3067\u56de\u7b54\u3092\u751f\u6210\u3001\u5f15\u7528\u4ed8\u304d\uff09\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u5f15\u7528\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3001\u4f4d\u7f6e\u306e\u5909\u63db\u3001\u56de\u7b54\u3057\u306a\u3044\u8cea\u554f\u306e\u632f\u308a\u5206\u3051\n   \u251c\u2500\u2500\u25b6 \u6559\u8077\u54e1\u3078\u56de\u7b54\uff08\u6761\u9805\u30fb\u6c7a\u5b9a\u306e\u756a\u53f7\u3068\u539f\u6587\uff09\n   \u2514\u2500\u2500\u25b6 \u4e8b\u52d9\u5c40\u306e\u300c\u78ba\u8a8d\u5f85\u3061\u300d\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\u3002answer \u30e1\u30bd\u30c3\u30c9\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u7d5e\u308a\u8fbc\u307f\uff09 | 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\uff08Cloud Run \u4e0a\u3067\u52d5\u304b\u3059\u3002\u7d5e\u308a\u8fbc\u307f\u3001\u5f15\u7528\u306e\u6574\u5f62\u3001\u632f\u308a\u5206\u3051\uff09 | Cloud Functions |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u898f\u7a0b\u3068\u6c7a\u5b9a\u4e8b\u9805\u306e\u539f\u672c\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\uff09 | \u2500 |\n| \u53f0\u5e33 | \u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09 | \u5b66\u5185\u306e\u6587\u66f8\u7ba1\u7406 |\n\n**\u65b0\u3057\u304f\u8db3\u3059\u306e\u306f\u3001\u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3068\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u3002** \u898f\u7a0b\u306ePDF\u3068\u8b70\u4e8b\u9332\u306f\u4eca\u3042\u308b\u3082\u306e\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n**\u571f\u53f0\u306f Vertex AI Search \u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f Vertex AI Search \u306f **Agent Search \u3078\u6539\u79f0\u4e2d**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002answer \u30e1\u30bd\u30c3\u30c9\u306f\u691c\u7d22\u7d50\u679c\u304b\u3089\u751f\u6210\u3057\u305f\u56de\u7b54\u3092\u8fd4\u3059\u3082\u306e\u3067\u3001**\u6587\u3054\u3068\u306b\u51fa\u5178\u3092\u793a\u3059\u5f15\u7528**\u3001\u56de\u7b54\u306e\u53e3\u8abf\u3084\u9577\u3055\u3092\u6307\u793a\u3059\u308b**\u30d7\u30ea\u30a2\u30f3\u30d6\u30eb**\u3001**\u691c\u7d22\u306e\u5bfe\u8c61\u3092\u7d5e\u308b `filter`** \u3092\u4f7f\u3048\u307e\u3059\u3002\u691c\u7d22\u3067\u56de\u7b54\u306b\u4f7f\u3046\u7d50\u679c\u306e\u6570\u306f**\u65e2\u5b9a10\u30fb\u4e0a\u965025**\u3067\u3059\u3002\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u306b\u56de\u7b54\u3092\u4f5c\u3089\u305b\u306a\u3044\u8a2d\u5b9a\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`ignoreLowRelevantContent` \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u5341\u5206\u306b\u95a2\u9023\u3059\u308b\u7d50\u679c\u304c\u7121\u3044\u3068\u304d\u306b\u56de\u7b54\u3092\u751f\u6210\u305b\u305a\u3001`answerSkippedReasons` \u306b\u7406\u7531\u304c\u8fd4\u308b\u4f8b\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u898f\u7a0b\u306b\u3082\u6c7a\u5b9a\u306b\u3082\u7121\u3044\u8cea\u554f\u306b\u3001\u305d\u308c\u3089\u3057\u3044\u7b54\u3048\u3092\u8fd4\u3055\u306a\u3044**\u305f\u3081\u306b\u4f7f\u3044\u307e\u3059\u3002\n\n**\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306f Preview \u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001Cloud Storage\u30fbBigQuery\u30fbGoogle \u30c9\u30e9\u30a4\u30d6\u306a\u3069\u3067\u3001\u5229\u7528\u8005\u304c\u5143\u306e\u30c7\u30fc\u30bf\u3067\u898b\u3089\u308c\u308b\u6587\u66f8\u3060\u3051\u3092\u7d50\u679c\u306b\u51fa\u3059\u6a5f\u80fd\u304c\u3001Preview \u306e\u63d0\u4f9b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u4f7f\u308f\u305a\u3001\u6559\u8077\u54e1\u5168\u54e1\u306b\u898b\u305b\u3066\u3088\u3044\u6587\u66f8\u3060\u3051\u3092\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u5165\u308c\u307e\u3059**\uff08\u7b2c13\u7ae0\uff09\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u51e6\u7406\u306e\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002** \u6559\u8077\u54e1\u304c\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u8cea\u554f\u3092\u9001\u3063\u305f\u3068\u304d\uff08\u56de\u7b54\u306e\u51e6\u7406\uff09\u3068\u3001\u4e8b\u52d9\u5c40\u304c\u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33\u304b\u898f\u7a0b\u3092\u66f4\u65b0\u3057\u305f\u3068\u304d\uff08\u53d6\u308a\u8fbc\u307f\u306e\u51e6\u7406\uff09\u3067\u3059\u3002\n\n**\u56de\u7b54\u306f\u8cea\u554f\u306e\u305f\u3073\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u7406\u7531\u304c\u7121\u304f\u3001\u5f85\u305f\u305b\u306a\u3044\u3053\u3068\u304c\u76ee\u7684\u306e1\u3064\u3060\u304b\u3089\u3067\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u53f0\u5e33\u306e\u66f4\u65b0\u3092\u4e8b\u52d9\u5c40\u304c\u300c\u78ba\u5b9a\u300d\u3057\u305f\u3068\u304d\u306b\u3060\u3051\u52d5\u304b\u3057\u307e\u3059\u3002** \u66f8\u304d\u304b\u3051\u306e\u6c7a\u5b9a\u304c\u691c\u7d22\u306b\u51fa\u308b\u3068\u3001\u4f1a\u8b70\u3067\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u6271\u3044\u3092\u6848\u5185\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**\u53d6\u308a\u8fbc\u307f\u306e\u51e6\u7406\u3067\u306f\u3001\u4e0a\u66f8\u304d\u3055\u308c\u305f\u6c7a\u5b9a\u306e\u72b6\u614b\u3082\u540c\u6642\u306b\u5909\u3048\u307e\u3059\u3002** \u65b0\u3057\u3044\u6c7a\u5b9a\u304c\u53e4\u3044\u6c7a\u5b9a\u3092\u4e0a\u66f8\u304d\u3059\u308b\u306a\u3089\u3001**\u53e4\u3044\u6c7a\u5b9a\u306e\u72b6\u614b\u3092 `superseded` \u306b\u3059\u308b\u64cd\u4f5c\u3068\u3001\u65b0\u3057\u3044\u6c7a\u5b9a\u306e\u53d6\u308a\u8fbc\u307f\u30921\u56de\u306e\u78ba\u5b9a\u3067\u884c\u3044\u307e\u3059\u3002** \u7247\u65b9\u3060\u3051\u304c\u53cd\u6620\u3055\u308c\u305f\u6642\u9593\u306b\u3001\u4e21\u65b9\u304c\u300c\u6709\u52b9\u300d\u3068\u3057\u3066\u5f15\u304b\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u6559\u8077\u54e1\u304c\u66f8\u3044\u305f\u6587\u3002\u6240\u5c5e\u306e\u5b66\u79d1 | \u554f\u3044\u5408\u308f\u305b\u753b\u9762 |\n| \u5b66\u5247\u30fb\u898f\u7a0b\u30fb\u7d30\u5247 | PDF\u3002\u898f\u7a0b\u540d\u3001\u7248\u3001\u65bd\u884c\u65e5 | \u5171\u6709\u30c9\u30e9\u30a4\u30d6 \u2192 Cloud Storage |\n| \u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33 | 1\u6c7a\u5b9a\uff1d1\u884c\u3002\u6c7a\u5b9a\u306e\u756a\u53f7\u3001\u4f1a\u8b70\u306e\u65e5\u4ed8\u3001\u6c7a\u5b9a\u306e\u672c\u6587\u3001\u5bfe\u8c61\u306e\u5b66\u79d1\u3001\u72b6\u614b\u3001\u4e0a\u66f8\u304d\u3057\u305f\u6c7a\u5b9a\u306e\u756a\u53f7\u3001\u95a2\u4fc2\u3059\u308b\u898f\u7a0b\u306e\u6761\u9805 | \u4e8b\u52d9\u5c40\u304c\u4f5c\u308b\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u7528\u8a9e\u306e\u5bfe\u5fdc | \u5b66\u5185\u306e\u547c\u3073\u65b9\u3068\u898f\u7a0b\u306e\u7528\u8a9e\u306e\u5bfe\u5fdc\uff08\u300c\u8ffd\u8a66\u300d\u3068\u300c\u8ffd\u8a66\u9a13\u300d\u300c\u518d\u8a66\u9a13\u300d\u306a\u3069\uff09 | \u4e8b\u52d9\u5c40\u304c\u4f5c\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33\u3067\u3059\u3002** \u8b70\u4e8b\u9332\u304b\u3089\u6c7a\u5b9a\u3092\u66f8\u304d\u51fa\u3059\u3068\u304d\u3001**1\u884c\u306b1\u3064\u306e\u6c7a\u5b9a\u3060\u3051\u3092\u66f8\u304d\u3001\u8b70\u8ad6\u306e\u7d4c\u904e\u306f\u66f8\u304d\u307e\u305b\u3093\u3002** \u300c\u301c\u3068\u3059\u308b\u300d\u300c\u301c\u306f\u8a8d\u3081\u306a\u3044\u300d\u306e\u5f62\u3067\u66f8\u304f\u3068\u3001\u691c\u7d22\u3067\u5f15\u304b\u308c\u305f\u3068\u304d\u306b\u305d\u306e\u307e\u307e\u7b54\u3048\u306e\u6839\u62e0\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u5b66\u5247\u306e\u8a18\u8f09\u4e8b\u9805\u306f\u3001\u6cd5\u4ee4\u3067\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u3002** \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247\u7b2c4\u6761\u7b2c1\u9805\u306f\u3001\u5b66\u5247\u306b\u5c11\u306a\u304f\u3068\u3082\u3001\u4fee\u696d\u5e74\u9650\u30fb\u5b66\u5e74\u30fb\u5b66\u671f\u30fb\u4f11\u696d\u65e5\u3001\u6559\u80b2\u8ab2\u7a0b\u3068\u6388\u696d\u65e5\u6642\u6570\u3001**\u5b66\u7fd2\u306e\u8a55\u4fa1\u3068\u8ab2\u7a0b\u4fee\u4e86\u306e\u8a8d\u5b9a**\u3001**\u5165\u5b66\u30fb\u9000\u5b66\u30fb\u8ee2\u5b66\u30fb\u4f11\u5b66\u30fb\u5352\u696d**\u3001**\u6388\u696d\u6599\u30fb\u5165\u5b66\u6599\u305d\u306e\u4ed6\u306e\u8cbb\u7528\u5fb4\u53ce**\u3001\u8cde\u7f70\u306a\u3069\u306b\u95a2\u3059\u308b\u4e8b\u9805\u3092\u8a18\u8f09\u3059\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5c02\u4fee\u5b66\u6821\u306e\u8a2d\u7f6e\u306e\u8a8d\u53ef\u306e\u7533\u8acb\u306b\u306f\u7b2c187\u6761\u3067\u3053\u306e\u898f\u5b9a\u304c\u6e96\u7528\u3055\u308c\u3001**\u5b66\u5247\u306e\u5909\u66f4\u306e\u5c4a\u51fa\u306b\u306f\u7b2c189\u6761\u3067\u7b2c5\u6761\u306e\u898f\u5b9a\u304c\u6e96\u7528\u3055\u308c\u307e\u3059\u3002** \u7b2c5\u6761\u3067\u306f\u3001\u5c4a\u51fa\u66f8\u306b**\u5909\u66f4\u306e\u4e8b\u7531\u3068\u6642\u671f\u3092\u8a18\u8f09\u3057\u305f\u66f8\u985e**\u3092\u6dfb\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u3053\u306e\u95a2\u4fc2\u304c\u3001\u6c7a\u5b9a\u3068\u5b66\u5247\u3092\u5206\u3051\u3066\u6271\u3046\u7406\u7531\u3067\u3059\u3002** \u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u306f\u3001\u5b66\u5247\u3068\u898f\u7a0b\u306e\u7bc4\u56f2\u306e\u4e2d\u3067\u306e\u904b\u7528\u3084\u89e3\u91c8\u3067\u3059\u3002**\u5b66\u5247\u306b\u66f8\u304b\u308c\u305f\u4e8b\u9805\u3092\u5909\u3048\u308b\u306b\u306f\u5b66\u5247\u306e\u5909\u66f4\u306e\u624b\u7d9a\u304d\u304c\u8981\u308a**\u3001\u4f1a\u8b70\u306e\u6c7a\u5b9a\u3060\u3051\u3067\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u898f\u7a0b\u3068\u6c7a\u5b9a\u306f\u3001Cloud Storage \u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u3067\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u3067\u53d6\u308a\u8fbc\u3080\u3068\u304d\u306f\u3001**JSON Lines \u304b NDJSON \u306e\u30d5\u30a1\u30a4\u30eb**\u306b1\u884c\u305a\u3064\u3001\u6587\u66f8\u306e `id`\u3001`structData`\uff08\u307e\u305f\u306f `jsonData`\uff09\u3001`content` \u306e `mimeType` \u3068 `uri` \u3092\u66f8\u304f\u5f62\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n\u6c7a\u5b9a\u4e8b\u9805\u306f\u3001\u53f0\u5e33\u306e1\u884c\u30921\u3064\u306e\u6587\u66f8\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\"id\": \"kyomu-2026-07-03\", \"structData\": {\"doc_type\": \"decision\", \"decision_no\": \"\u6559\u52d92026-07-03\", \"meeting_date\": \"2026-07-15\", \"status\": \"effective\", \"supersedes\": \"\u6559\u52d92023-04-02\", \"departments\": [\"all\"], \"related_rule\": \"\u8a66\u9a13\u30fb\u6210\u7e3e\u8a55\u4fa1\u898f\u7a0b \u7b2c8\u6761\"}, \"content\": {\"mimeType\": \"text\/html\", \"uri\": \"gs:\/\/<bucket>\/decisions\/kyomu-2026-07-03.html\"}}\n```\n\n\u898f\u7a0b\u306f\u3001\u898f\u7a0b\u3054\u3068\u306b1\u6587\u66f8\u306b\u3057\u3001`doc_type` \u3092 `rule`\u3001\u7248\u3068\u65bd\u884c\u65e5\u3001\u72b6\u614b\uff08\u73fe\u884c\u304b\u65e7\u7248\u304b\uff09\u3092\u6301\u305f\u305b\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u3068\u304d\u306e\u7d5e\u308a\u8fbc\u307f\u306f `filter` \u3067\u66f8\u304d\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u305f\u9805\u76ee\u306b\u3064\u3044\u3066 `ANY()` \u3067\u306e\u4e00\u81f4\u3001\u6570\u5024\u30fb\u65e5\u4ed8\u306e\u6bd4\u8f03\uff08`<=` `<` `>=` `>` `=`\uff09\u3001`AND`\u30fb`OR`\u30fb`NOT` \u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u4f7f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\n\n```\nstatus: ANY(\"effective\") AND departments: ANY(\"all\", \"\u770b\u8b77\u5b66\u79d1\")\n```\n\n**\u5206\u5272\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u306a\u3069\u3092\u691c\u51fa\u3057\u3001\u5206\u5272\u306e\u5927\u304d\u3055\u306f**100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a500\uff09**\u3001\u5404\u5206\u5272\u306b\u898b\u51fa\u3057\u3092\u542b\u3081\u308b `includeAncestorHeadings` \u306f**\u65e2\u5b9a\u3067\u7121\u52b9**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u3001**\u5206\u5272\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u5909\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u898f\u7a0b\u306f\u300c\u7b2c\u25cb\u6761\u300d\u306e\u898b\u51fa\u3057\u306e\u4e0b\u306e\u9805\u304c\u5207\u308a\u51fa\u3055\u308c\u308b\u306e\u3067\u3001**\u898b\u51fa\u3057\u3092\u542b\u3081\u308b\u8a2d\u5b9a\u3092\u6709\u52b9\u306b\u3057\u3001\u3069\u306e\u6761\u306e\u9805\u304b\u304c\u5206\u5272\u306e\u4e2d\u306b\u6b8b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u898f\u7a0b\u306ePDF\u3092\u73fe\u884c\u306e\u7248\u306b\u305d\u308d\u3048\u308b** \u2026 \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306b\u65e7\u7248\u3068\u73fe\u884c\u7248\u304c\u6df7\u3056\u3063\u3066\u3044\u308c\u3070\u3001\u65e7\u7248\u306f `status` \u3092 `superseded` \u306b\u3059\u308b\u304b\u3001\u53d6\u308a\u8fbc\u307f\u304b\u3089\u5916\u3057\u307e\u3059\n2. **\u6c7a\u5b9a\u4e8b\u9805\u3092\u66f8\u304d\u51fa\u3059** \u2026 \u8b70\u4e8b\u9332\u304b\u3089\u6c7a\u5b9a\u3060\u3051\u30921\u4ef6\u305a\u3064\u53f0\u5e33\u306b\u66f8\u304d\u307e\u3059\u3002\u904e\u53bb10\u5e74\u5206\u3092\u4e00\u5ea6\u306b\u66f8\u304d\u51fa\u3059\u5fc5\u8981\u306f\u306a\u304f\u3001**\u307e\u305a\u306f\u73fe\u884c\u306e\u904b\u7528\u306b\u52b9\u3044\u3066\u3044\u308b\u76f4\u8fd13\u5e74\u5206\u304b\u3089**\u59cb\u3081\u307e\u3059\n3. **\u4e0a\u66f8\u304d\u306e\u95a2\u4fc2\u3092\u4ed8\u3051\u308b** \u2026 \u540c\u3058\u8ad6\u70b9\u306e\u6c7a\u5b9a\u304c\u8907\u6570\u3042\u308c\u3070\u3001\u65b0\u3057\u3044\u6c7a\u5b9a\u306e `supersedes` \u306b\u53e4\u3044\u6c7a\u5b9a\u306e\u756a\u53f7\u3092\u66f8\u304d\u3001\u53e4\u3044\u6c7a\u5b9a\u3092 `superseded` \u306b\u3057\u307e\u3059\n4. **\u5b66\u79d1\u306e\u5bfe\u8c61\u3092\u4ed8\u3051\u308b** \u2026 \u5b66\u79d1\u3054\u3068\u306e\u6c7a\u5b9a\u306f `departments` \u306b\u5b66\u79d1\u540d\u3001\u5168\u5b66\u79d1\u306a\u3089 `all` \u3092\u5165\u308c\u307e\u3059\n5. **\u8cea\u554f\u304b\u3089\u500b\u4eba\u60c5\u5831\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u9664\u304f** \u2026 \u5b66\u7c4d\u756a\u53f7\u306e\u5f62\u306e\u6570\u5b57\u5217\u3001\u300c\u3007\u3007\u3055\u3093\u300d\u306e\u5f62\u306e\u6c0f\u540d\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u4f0f\u305b\u307e\u3059\n6. **\u7528\u8a9e\u3092\u8db3\u3059** \u2026 \u300c\u8ffd\u8a66\u300d\u306e\u3088\u3046\u306a\u5b66\u5185\u306e\u547c\u3073\u65b9\u306b\u3001\u898f\u7a0b\u306e\u7528\u8a9e\u3092\u8db3\u3057\u3066\u691c\u7d22\u3057\u307e\u3059\n\n**3\u756a\u76ee\u304c\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u4e0a\u66f8\u304d\u306e\u95a2\u4fc2\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3068\u3001\u65b0\u65e7\u306e\u6c7a\u5b9a\u304c\u4e21\u65b9\u3068\u3082 `effective` \u306e\u307e\u307e\u6b8b\u308a\u3001**\u691c\u7d22\u306f\u3069\u3061\u3089\u3082\u5f15\u304d\u307e\u3059\u3002** \u56de\u7b54\u304c2\u3064\u306e\u6c7a\u5b9a\u3092\u6df7\u305c\u3066\u4f5c\u3089\u308c\u308b\u3068\u3001\u3069\u3061\u3089\u306e\u6271\u3044\u3068\u3082\u9055\u3046\u7b54\u3048\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u9644\u5247\u306e\u7d4c\u904e\u63aa\u7f6e\u306b\u3082\u6ce8\u610f\u3057\u307e\u3059\u3002** \u898f\u7a0b\u3092\u6539\u6b63\u3057\u305f\u3068\u304d\u3001\u9644\u5247\u3067\u300c\u6539\u6b63\u524d\u306b\u5165\u5b66\u3057\u305f\u5b66\u751f\u306b\u306f\u5f93\u524d\u306e\u4f8b\u306b\u3088\u308b\u300d\u3068\u5b9a\u3081\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u9644\u5247\u306f\u6761\u6587\u306e\u672b\u5c3e\u306b\u3042\u308a\u3001\u5206\u5272\u3067\u672c\u5247\u3068\u96e2\u308c\u307e\u3059\u3002** \u6539\u6b63\u306e\u9644\u5247\u3092\u6301\u3064\u898f\u7a0b\u306f\u3001`doc_type` \u3068\u306f\u5225\u306b `has_transition` \u306e\u5370\u3092\u4ed8\u3051\u3001\u56de\u7b54\u306e\u753b\u9762\u306b\u300c\u9644\u5247\u306e\u7d4c\u904e\u63aa\u7f6e\u3092\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6dfb\u3048\u307e\u3059\u3002\n\n**5\u756a\u76ee\u306f\u3001\u898f\u7a0b\u306e\u8cea\u554f\u306b\u5b66\u751f\u306e\u540d\u524d\u306f\u8981\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u300cA\u3055\u3093\u306e\u6b20\u5e2d\u304c\u591a\u3044\u304c\u53d7\u9a13\u3067\u304d\u308b\u304b\u300d\u306f\u3001**\u300c\u6b20\u5e2d\u304c\u6388\u696d\u6642\u6570\u306e\u4e00\u5b9a\u306e\u5272\u5408\u3092\u8d85\u3048\u305f\u5b66\u751f\u306e\u53d7\u9a13\u8cc7\u683c\u300d**\u3068\u3044\u3046\u8cea\u554f\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u5f15\u3044\u305f\u898f\u7a0b\u3068\u6c7a\u5b9a\u304b\u3089\u3001\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u7b87\u6240\u3092\u793a\u3057\u3066\u7b54\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8a72\u5f53\u7b87\u6240\u306e\u7279\u5b9a | \u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u898f\u7a0b\u306e\u6761\u9805\u3068\u3001\u6709\u52b9\u306a\u6c7a\u5b9a\u3092\u5f15\u304f |\n| \u56de\u7b54\u306e\u4f5c\u6210 | \u5f15\u3044\u305f\u7b87\u6240\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u308b |\n| \u5f15\u7528 | \u56de\u7b54\u306e\u6587\u3054\u3068\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u3092\u793a\u3059 |\n| \u7a2e\u985e\u306e\u660e\u793a | \u6839\u62e0\u304c\u5b66\u5247\u30fb\u898f\u7a0b\u304b\u3001\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u304b\u3092\u66f8\u304d\u5206\u3051\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u500b\u3005\u306e\u5b66\u751f\u306e\u53ef\u5426\u306e\u5224\u65ad | \u6559\u52d9\u4f1a\u8b70\u3068\u6821\u9577\u304c\u6c7a\u3081\u308b |\n| \u898f\u7a0b\u306b\u7121\u3044\u4e8b\u6848\u306e\u6271\u3044\u306e\u63d0\u6848 | \u524d\u4f8b\u3092\u4f5c\u308b\u3053\u3068\u306b\u306a\u308b\u3002\u4e8b\u52d9\u5c40\u3068\u6559\u52d9\u4e3b\u4efb\u304c\u6c7a\u3081\u308b |\n| \u5b66\u5247\u3068\u6c7a\u5b9a\u306e\u98df\u3044\u9055\u3044\u306e\u89e3\u6d88 | \u3069\u3061\u3089\u304b\u306b\u5bc4\u305b\u308b\u3068\u3001\u5c4a\u51fa\u306e\u624b\u7d9a\u304d\u3092\u98db\u3070\u3057\u305f\u6271\u3044\u306b\u306a\u308b |\n| \u4e0a\u66f8\u304d\u3055\u308c\u305f\u6c7a\u5b9a\u306e\u5f15\u7528 | \u7d5e\u308a\u8fbc\u307f\u3067\u9664\u304f\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u983c\u3089\u306a\u3044 |\n\n**4\u884c\u76ee\u3092\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u306f\u306a\u304f `filter` \u3067\u5b88\u3063\u3066\u3044\u308b\u306e\u304c\u8981\u3067\u3059\u3002** \u300c\u53e4\u3044\u6c7a\u5b9a\u306f\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3057\u3066\u3082\u3001**\u691c\u7d22\u3067\u5f15\u304b\u308c\u305f\u6587\u66f8\u306f\u56de\u7b54\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u5f15\u304b\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u306e\u306f\u3001\u691c\u7d22\u306e\u6bb5\u306e\u4ed5\u4e8b\u3067\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\u30d7\u30ea\u30a2\u30f3\u30d6\u30eb\u306b\u3001\u6b21\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5c02\u9580\u5b66\u6821\u306e\u6559\u52d9\u30fb\u7dcf\u52d9\u306e\u4e8b\u52d9\u5c40\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u6559\u8077\u54e1\u304b\u3089\u306e\u8cea\u554f\u306b\u7b54\u3048\u307e\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n- \u691c\u7d22\u3067\u793a\u3055\u308c\u305f\u5b66\u5247\u30fb\u898f\u7a0b\u30fb\u7d30\u5247\u3068\u3001\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u4e8b\u9805\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6839\u62e0\u3054\u3068\u306b\u3001\u898f\u7a0b\u306a\u3089\u300c\u898f\u7a0b\u540d \u7b2c\u25cb\u6761\u7b2c\u25cb\u9805\u300d\u3001\u6c7a\u5b9a\u306a\u3089\u300c\u6c7a\u5b9a\u756a\u53f7\u3068\u4f1a\u8b70\u306e\u65e5\u4ed8\u300d\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5b66\u5247\u30fb\u898f\u7a0b\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3068\u3001\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u3067\u6c7a\u3081\u305f\u904b\u7528\u3092\u5206\u3051\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6c7a\u5b9a\u306f\u300c\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\uff08\u25cb\u5e74\u25cb\u6708\u25cb\u65e5\uff09\u306b\u3088\u308b\u904b\u7528\u300d\u3068\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5b66\u79d1\u3054\u3068\u306e\u6c7a\u5b9a\u3067\u3042\u308c\u3070\u3001\u3069\u306e\u5b66\u79d1\u306e\u6c7a\u5b9a\u304b\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u306a\u3044\u3053\u3068\u3011\n- \u500b\u3005\u306e\u5b66\u751f\u3092\u9032\u7d1a\u30fb\u5352\u696d\u3055\u305b\u3066\u3088\u3044\u304b\u3001\u8a66\u9a13\u3092\u53d7\u3051\u3055\u305b\u3066\u3088\u3044\u304b\u3001\u51e6\u5206\u3059\u308b\u304b\u306a\u3069\u306e\n  \u53ef\u5426\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u6559\u52d9\u4e3b\u4efb\u3078\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u691c\u7d22\u3067\u793a\u3055\u308c\u305f\u6587\u66f8\u306b\u7b54\u3048\u304c\u7121\u3044\u3068\u304d\u306f\u3001\u63a8\u6e2c\u3067\u88dc\u308f\u305a\u3001\n  \u300c\u898f\u7a0b\u30fb\u6c7a\u5b9a\u306b\u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5b66\u5247\u30fb\u898f\u7a0b\u306e\u8a18\u8f09\u3068\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u304c\u98df\u3044\u9055\u3063\u3066\u898b\u3048\u308b\u3068\u304d\u306f\u3001\n  \u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u3068\u3082\u66f8\u304b\u305a\u3001\u4e21\u65b9\u306e\u8a18\u8f09\u3092\u793a\u3057\u3066\u300c\u4e8b\u52d9\u5c40\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e00\u822c\u7684\u306a\u5c02\u9580\u5b66\u6821\u306e\u6163\u884c\u3084\u3001\u307b\u304b\u306e\u5b66\u6821\u306e\u4f8b\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u4e00\u822c\u7684\u306a\u6163\u884c\u3067\u7b54\u3048\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u898f\u7a0b\u306b\u7121\u3044\u8cea\u554f\u306b\u3082\u305d\u308c\u3089\u3057\u3044\u7b54\u3048\u304c\u51fa\u307e\u3059\u3002** \u751f\u6210AI\u306f\u300c\u591a\u304f\u306e\u5b66\u6821\u3067\u306f\u300d\u3068\u88dc\u3063\u3066\u7b54\u3048\u3092\u4f5c\u308a\u304c\u3061\u3067\u3001**\u6559\u8077\u54e1\u306f\u305d\u308c\u3092\u81ea\u6821\u306e\u6c7a\u307e\u308a\u3068\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u306b\u56de\u7b54\u3092\u4f5c\u3089\u305b\u306a\u3044\u8a2d\u5b9a\u3068\u3001\u4e8c\u91cd\u306b\u3075\u3055\u304e\u307e\u3059\u3002\n\n**\u98df\u3044\u9055\u3044\u3092\u300c\u4e21\u65b9\u793a\u3057\u3066\u6b62\u3081\u308b\u300d\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u7b2c7\u7ae0\u306e\u5165\u529b\u30c7\u30fc\u30bf\u3067\u898b\u305f\u5c4a\u51fa\u306e\u624b\u7d9a\u304d\u306e\u305f\u3081\u3067\u3059\u3002** \u3069\u3061\u3089\u306b\u5bc4\u305b\u3066\u3082\u3001\u5b66\u6821\u3068\u3057\u3066\u6b63\u5f0f\u306b\u6c7a\u3081\u3066\u3044\u306a\u3044\u6271\u3044\u3092\u6848\u5185\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u304b\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u7d44\u307f\u76f4\u3057\u3066\u753b\u9762\u306b\u8fd4\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"question_id\": \"\",\n  \"status\": \"answered | skipped | needs_staff\",\n  \"answer_text\": \"\",\n  \"basis\": [\n    {\n      \"kind\": \"rule | decision\",\n      \"title\": \"\u8a66\u9a13\u30fb\u6210\u7e3e\u8a55\u4fa1\u898f\u7a0b\",\n      \"ref\": \"\u7b2c8\u6761\u7b2c2\u9805\",\n      \"decision_no\": \"\",\n      \"meeting_date\": \"\",\n      \"quote\": \"\"\n    }\n  ],\n  \"conflict\": false,\n  \"skipped_reason\": \"\",\n  \"routed_to\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`kind` \u3067\u6839\u62e0\u306e\u91cd\u307f\u3092\u898b\u305b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u898f\u7a0b\u306e\u6761\u9805\u3068\u4f1a\u8b70\u306e\u6c7a\u5b9a\u304c\u540c\u3058\u898b\u305f\u76ee\u3067\u4e26\u3076\u3068\u3001\u6559\u8077\u54e1\u306f\u533a\u5225\u305b\u305a\u306b\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\u753b\u9762\u3067\u306f `rule` \u3068 `decision` \u3092\u8272\u3067\u5206\u3051\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u306e\u5909\u63db\u3092\u3053\u3053\u3067\u884c\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u5f15\u7528\u306e `startIndex` \u3068 `endIndex` \u306f**\u6587\u5b57\u6570\u3067\u306f\u306a\u304f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570**\u3067\u8fd4\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306f1\u6587\u5b57\u304c\u8907\u6570\u30d0\u30a4\u30c8\u306a\u306e\u3067\u3001**\u305d\u306e\u307e\u307e\u6587\u5b57\u306e\u4f4d\u7f6e\u3068\u3057\u3066\u4f7f\u3046\u3068\u3001\u305a\u308c\u305f\u7b87\u6240\u3092\u5f37\u8abf\u3057\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u76f4\u3057\u3066\u304b\u3089 `quote` \u3092\u5207\u308a\u51fa\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`status` \u3067\u632f\u308a\u5206\u3051\u3092\u6a5f\u68b0\u7684\u306b\u6c7a\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| `status` | \u6761\u4ef6 | \u884c\u304d\u5148 |\n|:--|:--|:--|\n| `answered` | \u56de\u7b54\u304c\u4f5c\u3089\u308c\u3001\u6839\u62e0\u304c1\u3064\u4ee5\u4e0a\u3042\u308b | \u6559\u8077\u54e1\u3078\u8fd4\u3059 |\n| `skipped` | `answerSkippedReasons` \u304c\u8fd4\u3063\u305f | \u6559\u8077\u54e1\u306b\u300c\u4e8b\u52d9\u5c40\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u78ba\u8a8d\u5f85\u3061\u3078 |\n| `needs_staff` | \u5b66\u751f\u3054\u3068\u306e\u53ef\u5426\u3092\u6c42\u3081\u308b\u8cea\u554f\u3001\u307e\u305f\u306f `conflict` \u304c\u771f | \u78ba\u8a8d\u5f85\u3061\u3078\u3002\u53ef\u5426\u306e\u8cea\u554f\u306f\u6559\u52d9\u4e3b\u4efb\u3078\u3082\u901a\u77e5 |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b\u753b\u9762 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e API | \u8cea\u554f\u3092\u53d7\u3051\u3001\u56de\u7b54\u3092\u8fd4\u3059 |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9\uff08REST\uff09 | \u7d5e\u308a\u8fbc\u307f\u4ed8\u304d\u306e\u691c\u7d22\u3068\u56de\u7b54\u306e\u751f\u6210 |\n| Cloud Storage | \u53d6\u308a\u8fbc\u307f | \u898f\u7a0b\u3068\u6c7a\u5b9a\u306e\u539f\u672c\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e JSONL |\n| \u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u78ba\u5b9a\u3057\u305f\u884c\u304b\u3089 JSONL \u3092\u4f5c\u308b |\n| \u4e8b\u52d9\u5c40\u306e\u78ba\u8a8d\u5f85\u3061 | \u4e00\u89a7\u3078\u306e\u66f8\u304d\u8fbc\u307f\u3068\u901a\u77e5 | `skipped` \u3068 `needs_staff` \u306e\u8cea\u554f |\n| \u5b66\u52d9\u306e\u8a18\u9332 | **\u3064\u306a\u304c\u306a\u3044** | \u5b66\u751f\u306e\u6210\u7e3e\u30fb\u51fa\u5e2d\u306f\u6271\u308f\u306a\u3044 |\n\n**\u5b66\u52d9\u306e\u8a18\u9332\u306b\u306f\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u3064\u306a\u3052\u3070\u300c\u3053\u306e\u5b66\u751f\u306f\u53d7\u9a13\u3067\u304d\u308b\u304b\u300d\u306b\u7b54\u3048\u3089\u308c\u305d\u3046\u306b\u898b\u3048\u307e\u3059\u304c\u3001**\u305d\u308c\u306f\u898f\u7a0b\u3092\u5f15\u304f\u4ed5\u7d44\u307f\u3067\u306f\u306a\u304f\u3001\u53ef\u5426\u3092\u5224\u65ad\u3059\u308b\u4ed5\u7d44\u307f\u306b\u306a\u308a\u307e\u3059\u3002** \u7bc4\u56f2\u3092\u5e83\u3052\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5b89\u5168\u306e\u524d\u63d0\u3067\u3059\u3002\n\n**\u7d9a\u3051\u3066\u805e\u304b\u308c\u308b\u8cea\u554f\u306f\u3001\u540c\u3058\u4f1a\u8a71\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306f\u6587\u8108\u3092\u4fdd\u3063\u305f\u307e\u307e\u8ffd\u52a0\u306e\u8cea\u554f\u3092\u53d7\u3051\u308b**\u8907\u6570\u56de\u306e\u3084\u308a\u53d6\u308a**\u306b\u5bfe\u5fdc\u3059\u308b\u3068\u3055\u308c\u3001\u524d\u306e\u8cea\u554f\u306e\u4f1a\u8a71\u306e ID \u3092\u6e21\u3057\u3066\u7d9a\u3051\u307e\u3059\u3002\u300c\u3067\u306f\u3001\u5b9f\u7fd2\u306e\u5834\u5408\u306f\uff1f\u300d\u306e\u3088\u3046\u306a\u77ed\u3044\u8ffd\u52a0\u306e\u8cea\u554f\u306f\u3001**\u524d\u306e\u8cea\u554f\u3068\u3064\u306a\u3052\u306a\u3044\u3068\u4f55\u306e\u8a71\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002** \u4f1a\u8a71\u306e ID \u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6301\u3061\u3001\u753b\u9762\u3092\u9589\u3058\u305f\u3089\u6368\u3066\u307e\u3059\u3002\n\n**\u95a2\u9023\u3059\u308b\u8cea\u554f\u306e\u5019\u88dc\u306f\u51fa\u3057\u307e\u305b\u3093\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306f\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u3092\u8fd4\u305b\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001**\u4e8b\u52d9\u5c40\u304c\u6c7a\u3081\u3066\u3044\u306a\u3044\u8ad6\u70b9\u306e\u8cea\u554f\u3092\u8a98\u3046**\u3053\u3068\u306b\u306a\u308b\u305f\u3081\u3001\u4f7f\u3044\u307e\u305b\u3093\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u78ba\u8a8d\u5f85\u3061\u306b\u5165\u3063\u305f\u8cea\u554f\u3068\u3001\u90311\u56de\u306e\u629c\u304d\u53d6\u308a\u3067\u3059\u3002** `answered` \u306e\u56de\u7b54\u306f\u3001\u6559\u8077\u54e1\u306b\u76f4\u63a5\u8fd4\u3057\u307e\u3059\u3002\n\n1. **\u78ba\u8a8d\u5f85\u3061\u306e `needs_staff` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5b66\u751f\u3054\u3068\u306e\u53ef\u5426\u306e\u8cea\u554f\u306f\u3001\u6559\u52d9\u4e3b\u4efb\u306b\u56de\u3057\u307e\u3059\u3002**\u4e8b\u52d9\u5c40\u304c\u305d\u306e\u5834\u3067\u7b54\u3048\u306a\u3044\u3053\u3068\u3092\u5fb9\u5e95\u3057\u307e\u3059**\n2. **`conflict` \u306e\u8cea\u554f\u3092\u898b\u308b** \u2026 \u898f\u7a0b\u3068\u6c7a\u5b9a\u306e\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u3001\u6559\u52d9\u4e3b\u4efb\u3068\u78ba\u304b\u3081\u307e\u3059\u3002**\u5b66\u5247\u306b\u95a2\u308f\u308b\u306a\u3089\u3001\u5b66\u5247\u306e\u5909\u66f4\u306e\u8981\u5426\u307e\u3067\u8a71\u3092\u4e0a\u3052\u307e\u3059**\n3. **`skipped` \u306e\u8cea\u554f\u306b\u7b54\u3048\u308b** \u2026 \u898f\u7a0b\u306b\u3082\u6c7a\u5b9a\u306b\u3082\u7121\u3044\u8cea\u554f\u3067\u3059\u3002**\u7b54\u3048\u305f\u5185\u5bb9\u304c\u65b0\u3057\u3044\u904b\u7528\u306b\u306a\u308b\u306a\u3089\u3001\u6b21\u306e\u6559\u52d9\u4f1a\u8b70\u306e\u8b70\u984c\u306b\u3057\u307e\u3059**\n4. **\u90311\u56de\u3001`answered` \u304b\u308920\u4ef6\u3092\u8aad\u3080** \u2026 \u6839\u62e0\u306e\u6761\u9805\u3068\u6c7a\u5b9a\u304c\u8cea\u554f\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u4e0a\u66f8\u304d\u3055\u308c\u305f\u6c7a\u5b9a\u304c\u5f15\u304b\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n\n**3\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u80b2\u3066\u308b\u5de5\u7a0b\u3067\u3059\u3002** \u898f\u7a0b\u306b\u7121\u3044\u8cea\u554f\u306b\u4e8b\u52d9\u5c40\u304c\u7b54\u3048\u305f\u5185\u5bb9\u306f\u3001**\u4f1a\u8b70\u3067\u6c7a\u3081\u306a\u3044\u304b\u304e\u308a\u3001\u307e\u305f\u540c\u3058\u8cea\u554f\u304c\u5c4a\u304d\u307e\u3059\u3002** \u8b70\u984c\u306b\u3057\u3066\u6c7a\u5b9a\u306b\u3059\u308c\u3070\u3001\u6b21\u304b\u3089\u306f\u691c\u7d22\u3067\u7b54\u3048\u3089\u308c\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001300\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef64\u5206\u3067\u3059\u3002** \u78ba\u8a8d\u5f85\u3061\u306b\u5165\u308b\u306e\u304c2\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u53f0\u5e33\u306e\u66f8\u304d\u51fa\u3057\u304c\u8ffd\u3044\u3064\u3044\u3066\u3044\u306a\u3044\u304b\u3001\u7528\u8a9e\u306e\u5bfe\u5fdc\u304c\u8db3\u308a\u307e\u305b\u3093\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u95a2\u9023\u3059\u308b\u7d50\u679c\u304c\u7121\u304f\u56de\u7b54\u304c\u30b9\u30ad\u30c3\u30d7\u3055\u308c\u305f | `skipped`\u3002\u6559\u8077\u54e1\u306b\u4e8b\u52d9\u5c40\u304c\u78ba\u8a8d\u3059\u308b\u65e8\u3092\u8fd4\u3059 |\n| \u65b0\u65e7\u306e\u6c7a\u5b9a\u304c\u4e21\u65b9\u5f15\u304b\u308c\u305f | \u53f0\u5e33\u306e\u4e0a\u66f8\u304d\u306e\u4ed8\u3051\u5fd8\u308c\u3002**\u53d6\u308a\u8fbc\u307f\u3092\u76f4\u3057\u3001\u56de\u7b54\u306f\u4e8b\u52d9\u5c40\u304c\u51fa\u3057\u76f4\u3059** |\n| \u898f\u7a0b\u3068\u6c7a\u5b9a\u304c\u98df\u3044\u9055\u3046 | `conflict`\u3002\u3069\u3061\u3089\u306b\u3082\u5bc4\u305b\u305a\u4e8b\u52d9\u5c40\u3078 |\n| \u8cea\u554f\u306b\u5b66\u751f\u306e\u6c0f\u540d\u30fb\u5b66\u7c4d\u756a\u53f7\u304c\u542b\u307e\u308c\u308b | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u4f0f\u305b\u308b\u3002**\u4f0f\u305b\u304d\u308c\u306a\u3044\u3082\u306e\u306f\u9001\u3089\u305a\u306b\u78ba\u8a8d\u5f85\u3061\u3078** |\n| \u5b66\u79d1\u306e\u5224\u5225\u304c\u3064\u304b\u306a\u3044 | \u5168\u5b66\u79d1\u306e\u6c7a\u5b9a\u3068\u898f\u7a0b\u3060\u3051\u3067\u7b54\u3048\u3001\u5b66\u79d1\u306e\u6c7a\u5b9a\u304c\u3042\u308a\u3046\u308b\u3068\u6dfb\u3048\u308b |\n| \u5f15\u7528\u306e\u4f4d\u7f6e\u304c\u305a\u308c\u308b | \u30d0\u30a4\u30c8\u6570\u304b\u3089\u6587\u5b57\u6570\u3078\u306e\u5909\u63db\u3092\u78ba\u304b\u3081\u308b |\n| \u53d6\u308a\u8fbc\u307f\u306e\u9014\u4e2d\u3067\u6b62\u307e\u3063\u305f | \u72b6\u614b\u306e\u5909\u66f4\u3068\u65b0\u3057\u3044\u6c7a\u5b9a\u3092\u3001\u78ba\u5b9a\u306e\u5358\u4f4d\u3067\u3084\u308a\u76f4\u3059 |\n| answer \u30e1\u30bd\u30c3\u30c9\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u8cea\u554f\u3092\u78ba\u8a8d\u5f85\u3061\u306b\u5165\u308c\u3001\u4e8b\u52d9\u5c40\u304c\u7b54\u3048\u308b |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u304c\u3001\u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u3089\u6700\u3082\u591a\u304f\u8d77\u304d\u307e\u3059\u3002** \u539f\u56e0\u306f\u3044\u3064\u3082\u53f0\u5e33\u306e\u5074\u3067\u3001**\u4f1a\u8b70\u306e\u6c7a\u5b9a\u3092\u66f8\u304d\u51fa\u3059\u3068\u304d\u306b\u3001\u4f55\u3092\u4e0a\u66f8\u304d\u3057\u305f\u304b\u3092\u8b70\u4e8b\u9332\u304b\u3089\u8aad\u307f\u53d6\u308c\u306a\u3044\u3053\u3068\u304c\u591a\u3044**\u304b\u3089\u3067\u3059\u3002\u4f1a\u8b70\u306e\u8b70\u4e8b\u9332\u306e\u66f8\u304d\u65b9\u306b\u300c\u3007\u5e74\u3007\u6708\u306e\u6c7a\u5b9a\u3092\u6539\u3081\u308b\u300d\u3068\u66f8\u304f\u6b04\u3092\u4f5c\u308b\u3068\u6e1b\u308a\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u306e\u539f\u6587\uff08\u500b\u4eba\u60c5\u5831\u3089\u3057\u3044\u6587\u5b57\u5217\u3092\u4f0f\u305b\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001\u5b66\u79d1\n- \u691c\u7d22\u306b\u4f7f\u3063\u305f `filter` \u3068\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\n- \u8fd4\u3057\u305f\u56de\u7b54\u3001\u6839\u62e0\u306e\u4e00\u89a7\u3001`status`\n- **\u56de\u7b54\u3057\u305f\u3068\u304d\u306e\u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33\u306e\u72b6\u614b**\uff08\u3069\u306e\u6c7a\u5b9a\u304c\u6709\u52b9\u3060\u3063\u305f\u304b\uff09\n- \u78ba\u8a8d\u5f85\u3061\u306b\u5165\u3063\u305f\u8cea\u554f\u3078\u306e\u4e8b\u52d9\u5c40\u306e\u56de\u7b54\u3068\u3001\u6559\u52d9\u4e3b\u4efb\u3078\u306e\u76f8\u8ac7\u306e\u7d50\u679c\n- \u90311\u56de\u306e\u629c\u304d\u53d6\u308a\u3067\u898b\u3064\u304b\u3063\u305f\u8aa4\u308a\u3068\u3001\u76f4\u3057\u305f\u7b87\u6240\uff08\u53f0\u5e33\u30fb\u898f\u7a0b\u30fb\u7528\u8a9e\uff09\n\n**4\u3064\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u6c7a\u5b9a\u304c\u4e0a\u66f8\u304d\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u300c\u5148\u6708\u306f\u3053\u3046\u6848\u5185\u3055\u308c\u305f\u300d\u3068\u8a00\u308f\u308c\u305f\u3068\u304d\u306b\u3001**\u305d\u306e\u3068\u304d\u306b\u6709\u52b9\u3060\u3063\u305f\u6c7a\u5b9a\u3092\u793a\u305b\u306a\u3044\u3068\u3001\u6848\u5185\u304c\u8aa4\u308a\u3060\u3063\u305f\u306e\u304b\u3001\u305d\u306e\u5f8c\u306b\u5909\u308f\u3063\u305f\u306e\u304b\u3092\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**5\u3064\u76ee\u306f\u3001\u6b21\u306e\u6559\u52d9\u4f1a\u8b70\u306e\u8b70\u984c\u306e\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002** \u78ba\u8a8d\u5f85\u3061\u306b\u5165\u3063\u305f\u8cea\u554f\u306e\u3046\u3061\u3001\u540c\u3058\u8ad6\u70b9\u306e\u3082\u306e\u304c\u7d9a\u3051\u3070\u3001\u305d\u308c\u306f**\u6c7a\u3081\u3066\u304a\u304f\u3079\u304d\u904b\u7528\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044**\u3068\u3044\u3046\u3057\u308b\u3057\u3067\u3059\u3002","minimal_setup":"1. \u904e\u53bb3\u304b\u6708\u306b\u4e8b\u52d9\u5c40\u306b\u5c4a\u3044\u305f\u8cea\u554f\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u4f1a\u8b70\u306e\u6c7a\u5b9a\u3067\u7b54\u3048\u305f\u3082\u306e**\u3092\u5165\u308c\u308b\uff09\n2. \u8a66\u9a13\u30fb\u6210\u7e3e\u8a55\u4fa1\u898f\u7a0b\u3068\u5b66\u5247\u7d30\u5247\u306ePDF\u3001\u76f4\u8fd11\u5e74\u306e\u6c7a\u5b9a\u4e8b\u9805\u309210\u4ef6\u307b\u3069\u66f8\u304d\u51fa\u3057\u305f\u6587\u66f8\u3092\u7528\u610f\u3059\u308b\n3. Vertex AI Search \u306e\u753b\u9762\u3067\u691c\u7d22\u30a2\u30d7\u30ea\u3092\u4f5c\u308a\u3001\u3053\u308c\u3089\u3092\u53d6\u308a\u8fbc\u3080\n4. 30\u4ef6\u306e\u8cea\u554f\u3092\u753b\u9762\u3067\u805e\u304d\u3001\u6839\u62e0\u306e\u6761\u9805\u30fb\u6c7a\u5b9a\u304c\u5f53\u6642\u306e\u56de\u7b54\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\n5. \u898f\u7a0b\u306b\u7b54\u3048\u304c\u7121\u3044\u8cea\u554f\u3067\u3001\u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n\n**30\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u8fbc\u3080\u524d\u306b\u3001**\u300c\u898f\u7a0b\u3068\u6c7a\u5b9a\u304b\u3089\u5f15\u3051\u3070\u7b54\u3048\u3089\u308c\u308b\u8cea\u554f\u304c\u3069\u308c\u304f\u3089\u3044\u3042\u308b\u304b\u300d**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u6839\u62e0\u306e\u6761\u9805\u30fb\u6c7a\u5b9a\u304c\u5f53\u6642\u306e\u56de\u7b54\u3068\u5408\u3046 | **\u53f0\u5e33\u306e\u6574\u5099\u3068\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u9032\u3080** |\n| \u53e4\u3044\u6c7a\u5b9a\u3084\u65e7\u7248\u306e\u898f\u7a0b\u304c\u5f15\u304b\u308c\u308b | \u72b6\u614b\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u7d5e\u308a\u8fbc\u307f\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u6c7a\u5b9a\u3092\u5f15\u3051\u305a\u3001\u8b70\u4e8b\u9332\u306e\u8b70\u8ad6\u304c\u5f15\u304b\u308c\u308b | **\u6c7a\u5b9a\u306e\u66f8\u304d\u51fa\u3057\u65b9\u304c\u5148\u3002** 1\u884c1\u6c7a\u5b9a\u306b\u76f4\u3059 |\n\n**3\u884c\u76ee\u306f\u3001\u8b70\u4e8b\u9332\u3092\u305d\u306e\u307e\u307e\u53d6\u308a\u8fbc\u3093\u3060\u3068\u304d\u306b\u5fc5\u305a\u51fa\u307e\u3059\u3002** 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\u4e0a\u66f8\u304d\u306e\u95a2\u4fc2\u3092\u4ed8\u3051\u3001\u53e4\u3044\u6c7a\u5b9a\u3092 `superseded` \u306b\u3057\u3066\u7d5e\u308a\u8fbc\u3080 |\n| \u72b6\u614b\u306e\u5909\u66f4\u3068\u65b0\u3057\u3044\u6c7a\u5b9a\u306e\u53d6\u308a\u8fbc\u307f\u304c\u305a\u308c\u308b | 1\u56de\u306e\u78ba\u5b9a\u3067\u4e21\u65b9\u3092\u53cd\u6620\u3059\u308b |\n| \u898f\u7a0b\u306b\u7121\u3044\u8cea\u554f\u306b\u305d\u308c\u3089\u3057\u3044\u7b54\u3048\u304c\u51fa\u308b | \u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3067\u306f\u56de\u7b54\u3092\u4f5c\u3089\u305b\u306a\u3044\u8a2d\u5b9a\u3068\u3001\u30d7\u30ea\u30a2\u30f3\u30d6\u30eb\u306e\u7981\u6b62 |\n| \u5b66\u751f\u3054\u3068\u306e\u53ef\u5426\u306b\u7b54\u3048\u3066\u3057\u307e\u3046 | \u53ef\u5426\u306e\u8cea\u554f\u306f `needs_staff` \u3067\u56de\u7b54\u3092\u8fd4\u3055\u306a\u3044 |\n| \u898f\u7a0b\u3068\u6c7a\u5b9a\u304c\u98df\u3044\u9055\u3046 | 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\u9032\u7d1a\u30fb\u5352\u696d\u30fb\u8ffd\u8a66\u9a13\u30fb\u51e6\u5206\u306e\u53ef\u5426\u306f\u3001\u6559\u52d9\u4f1a\u8b70\u3068\u6821\u9577\u304c\u6c7a\u3081\u307e\u3059\u3002**\u56de\u7b54\u753b\u9762\u306b\u3082\u305d\u306e\u3053\u3068\u3092\u66f8\u304d\u307e\u3059**\n4. **\u5b66\u5247\u3068\u6c7a\u5b9a\u306e\u91cd\u307f\u3092\u6df7\u305c\u306a\u3044** \u2026 \u5b66\u5247\u306e\u5909\u66f4\u306f\u5c4a\u51fa\u3092\u4f34\u3046\u624b\u7d9a\u304d\u3067\u3059\u3002**\u4f1a\u8b70\u306e\u6c7a\u5b9a\u3092\u5b66\u5247\u306e\u5909\u66f4\u306e\u3088\u3046\u306b\u6848\u5185\u3057\u306a\u3044**\u3088\u3046\u3001\u6839\u62e0\u306e\u7a2e\u985e\u3092\u5206\u3051\u3066\u793a\u3057\u307e\u3059\n5. **\u898f\u7a0b\u306b\u7121\u3044\u8cea\u554f\u3078\u306e\u56de\u7b54\u3092\u524d\u4f8b\u306b\u3057\u306a\u3044** \u2026 \u4e8b\u52d9\u5c40\u304c\u7b54\u3048\u305f\u5185\u5bb9\u304c\u65b0\u3057\u3044\u904b\u7528\u306b\u306a\u308b\u306a\u3089\u3001**\u4f1a\u8b70\u3067\u6c7a\u3081\u3066\u304b\u3089\u53f0\u5e33\u306b\u5165\u308c\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u53e4\u3044\u6c7a\u5b9a\u3067\u7b54\u3048\u308b\u3053\u3068\u3068\u3001\u898f\u7a0b\u306b\u7121\u3044\u3053\u3068\u3092\u6c7a\u307e\u308a\u3068\u3057\u3066\u7b54\u3048\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u4e0a\u66f8\u304d\u306e\u95a2\u4fc2\u306e\u4ed8\u3051\u5fd8\u308c\u3067\u8d77\u304d\u3001\u5f8c\u8005\u306f\u56de\u7b54\u3092\u4f5c\u3089\u305b\u306a\u3044\u8a2d\u5b9a\u3068\u30d7\u30ea\u30a2\u30f3\u30d6\u30eb\u304c\u52b9\u3044\u3066\u3044\u306a\u3044\u3068\u304d\u306b\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u691c\u7d22\u306e\u6bb5\u3067\u6b62\u3081\u308b\u8a2d\u8a08\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002**","recommended_for":"\u8907\u6570\u306e\u5b66\u79d1\u3092\u6301\u3061\u3001\u6559\u8077\u54e1\u304c\u6570\u5341\u540d\u4ee5\u4e0a\u3044\u308b\u5c02\u9580\u5b66\u6821\u3067\u3001\u5b66\u5247\u30fb\u898f\u7a0b\u30fb\u7d30\u5247\u306e\u307b\u304b\u306b\u3001\u6559\u52d9\u4f1a\u8b70\u3067\u6c7a\u3081\u305f\u904b\u7528\u3084\u89e3\u91c8\u304c\u8b70\u4e8b\u9332\u306b\u6563\u3089\u3070\u3063\u3066\u3044\u308b\u5b66\u6821\u3002\u6559\u8077\u54e1\u304b\u3089\u306e\u300c\u3053\u308c\u306f\u3069\u3046\u6c7a\u307e\u3063\u3066\u3044\u308b\u304b\u300d\u3068\u3044\u3046\u8cea\u554f\u304c\u3001\u6559\u52d9\u30fb\u7dcf\u52d9\u306e\u4e8b\u52d9\u5c40\u306e\u6570\u540d\u306b\u6bce\u6708\u6570\u767e\u4ef6\u5c4a\u304d\u3001\u53e4\u304f\u304b\u3089\u3044\u308b\u8077\u54e1\u306b\u3057\u304b\u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f\u304c\u591a\u3044\u5834\u5408\u3002\u8b70\u4e8b\u9332\u306e\u6c7a\u5b9a\u4e8b\u9805\u30921\u4ef6\u305a\u3064\u66f8\u304d\u51fa\u3057\u3001\u3044\u307e\u6709\u52b9\u304b\u3001\u4f55\u3092\u4e0a\u66f8\u304d\u3057\u305f\u304b\u3092\u7ba1\u7406\u3067\u304d\u308b\u5834\u5408\u3002","not_recommended_for":"\u6559\u8077\u54e1\u304c\u5341\u6570\u540d\u3067\u3001\u898f\u7a0b\u304c1\u518a\u306b\u307e\u3068\u307e\u308a\u3001\u4f1a\u8b70\u306e\u6c7a\u5b9a\u3082\u307b\u3068\u3093\u3069\u7121\u3044\u5834\u5408\u3002\u6559\u52d9\u4f1a\u8b70\u306e\u8b70\u4e8b\u9332\u304c\u7d19\u3067\u3057\u304b\u6b8b\u3063\u3066\u304a\u3089\u305a\u3001\u6c7a\u5b9a\u4e8b\u9805\u3092\u66f8\u304d\u51fa\u3059\u4eba\u624b\u304c\u53d6\u308c\u306a\u3044\u5834\u5408\u3002\u8cea\u554f\u306e\u591a\u304f\u304c\u500b\u3005\u306e\u5b66\u751f\u306e\u6210\u7e3e\u3084\u51fa\u5e2d\u306e\u72b6\u6cc1\u306e\u78ba\u8a8d\u3067\u3001\u898f\u7a0b\u3092\u5f15\u304f\u5fc5\u8981\u304c\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u500b\u3005\u306e\u5b66\u751f\u306e\u9032\u7d1a\u30fb\u5352\u696d\u30fb\u8ffd\u8a66\u9a13\u306e\u53ef\u5426\u3084\u3001\u898f\u7a0b\u306b\u7121\u3044\u4e8b\u6848\u306e\u6271\u3044\u306f\u6559\u52d9\u4f1a\u8b70\u3084\u6821\u9577\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u6c7a\u5b9a\u4e8b\u9805\u306e\u53f0\u5e33\u306e\u5f62\u3092\u6c7a\u3081\u308b**\n\n\u6c7a\u5b9a\u306e\u756a\u53f7\u3001\u4f1a\u8b70\u306e\u65e5\u4ed8\u3001\u672c\u6587\u3001\u5bfe\u8c61\u306e\u5b66\u79d1\u3001\u72b6\u614b\u3001\u4e0a\u66f8\u304d\u3057\u305f\u6c7a\u5b9a\u3001\u95a2\u4fc2\u3059\u308b\u898f\u7a0b\u306e\u6761\u9805\u306e\u5217\u3092\u6301\u3064\u53f0\u5e33\u3092\u4f5c\u308a\u307e\u3059\u3002**\u76f4\u8fd1\u306e\u6559\u52d9\u4f1a\u8b70\u306e\u6c7a\u5b9a\u304b\u3089\u30011\u884c1\u4ef6\u3067\u66f8\u304d\u51fa\u3057\u59cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u904e\u53bb3\u304b\u6708\u306e\u8cea\u554f\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001\u8a66\u9a13\u30fb\u6210\u7e3e\u8a55\u4fa1\u898f\u7a0b\u3068\u5b66\u5247\u7d30\u5247\u3001\u76f4\u8fd11\u5e74\u306e\u6c7a\u5b9a\u3092\u53d6\u308a\u8fbc\u3093\u3060\u691c\u7d22\u30a2\u30d7\u30ea\u3067\u805e\u304d\u307e\u3059\u3002**\u53e4\u3044\u6c7a\u5b9a\u304c\u5f15\u304b\u308c\u306a\u3044\u304b\u3001\u898f\u7a0b\u306b\u7121\u3044\u8cea\u554f\u306b\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u76f4\u8fd13\u5e74\u5206\u306e\u6c7a\u5b9a\u3092\u66f8\u304d\u51fa\u3059**\n\n\u3044\u307e\u306e\u904b\u7528\u306b\u52b9\u3044\u3066\u3044\u308b\u6c7a\u5b9a\u3092\u66f8\u304d\u51fa\u3057\u3001**\u4e0a\u66f8\u304d\u306e\u95a2\u4fc2\u3092\u4ed8\u3051\u307e\u3059\u3002** \u540c\u3058\u8ad6\u70b9\u306e\u6c7a\u5b9a\u304c\u8907\u6570\u898b\u3064\u304b\u3063\u305f\u3089\u3001\u3069\u308c\u304c\u751f\u304d\u3066\u3044\u308b\u304b\u3092\u6559\u52d9\u4e3b\u4efb\u3068\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u8a2d\u5b9a\u3092\u6c7a\u3081\u3066\u4f5c\u308a\u76f4\u3059**\n\n\u5206\u5272\u306e\u5927\u304d\u3055\u3068\u898b\u51fa\u3057\u3092\u542b\u3081\u308b\u8a2d\u5b9a\u3001\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u9805\u76ee\u3092\u6c7a\u3081\u3001**\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u76f4\u3057\u307e\u3059\u3002** \u4f5c\u6210\u5f8c\u306f\u5206\u5272\u306e\u8a2d\u5b9a\u3092\u5909\u3048\u3089\u308c\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u7d5e\u308a\u8fbc\u307f\u3068\u5f15\u7528\u306e\u6574\u5f62\u3092\u8db3\u3057\u3001\u534a\u81ea\u52d5\u5316\u3067\u4e8b\u52d9\u5c40\u304c\u5168\u4ef6\u306e\u56de\u7b54\u6848\u3092\u8aad\u307f\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u6559\u8077\u54e1\u304c\u76f4\u63a5\u805e\u3051\u308b\u753b\u9762\u3068\u632f\u308a\u5206\u3051\u3092\u8db3\u3057\u30011\u4ef612\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u6559\u52d9\u4f1a\u8b70\u306e\u305f\u3073\u306b\u6c7a\u5b9a\u304c\u53f0\u5e33\u306b\u5165\u308a\u3001\u78ba\u8a8d\u5f85\u3061\u306e\u8cea\u554f\u304c\u6b21\u306e\u4f1a\u8b70\u306e\u8b70\u984c\u306b\u306a\u308b\u6d41\u308c\u304c\u3067\u304d\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0321","UC-0689","UC-1043","UC-1403"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"},{"id":5349,"slug":"kokoku-link-zokusei","title":"\u5e83\u544a\u306e\u30ea\u30f3\u30af\u306b\u4ed8\u3051\u308b\u6307\u5b9a\u3068\u306f\uff1f\uff5c\u691c\u7d22\u306e\u8a55\u4fa1\u3092\u5b88\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5b66\u5247\u306b\u5c11\u306a\u304f\u3068\u3082\u3001\u4fee\u696d\u5e74\u9650\u30fb\u5b66\u5e74\u30fb\u5b66\u671f\u30fb\u4f11\u696d\u65e5\u3001\u6559\u80b2\u8ab2\u7a0b\u3068\u6388\u696d\u65e5\u6642\u6570\u3001\u5b66\u7fd2\u306e\u8a55\u4fa1\u3068\u8ab2\u7a0b\u4fee\u4e86\u306e\u8a8d\u5b9a\u3001\u5165\u5b66\u30fb\u9000\u5b66\u30fb\u8ee2\u5b66\u30fb\u4f11\u5b66\u30fb\u5352\u696d\u3001\u6388\u696d\u6599\u30fb\u5165\u5b66\u6599\u305d\u306e\u4ed6\u306e\u8cbb\u7528\u5fb4\u53ce\u3001\u8cde\u7f70\u306a\u3069\u306b\u95a2\u3059\u308b\u4e8b\u9805\u3092\u8a18\u8f09\u3059\u308b\u3053\u3068\uff08\u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247\u7b2c4\u6761\u7b2c1\u9805\uff09 | [e-Gov\u6cd5\u4ee4API: \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247 \u7b2c4\u6761](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/322M40000080011?law_full_text_format=json&elm=MainProvision-Article_4) | 2026-10-13 |\n| \u5c02\u4fee\u5b66\u6821\u306e\u8a2d\u7f6e\u306e\u8a8d\u53ef\u306e\u7533\u8acb\u306b\u7b2c3\u6761\u3068\u7b2c4\u6761\u7b2c1\u9805\u304c\u6e96\u7528\u3055\u308c\u308b\u3053\u3068\uff08\u7b2c187\u6761\uff09 | [e-Gov\u6cd5\u4ee4API: \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247 \u7b2c187\u6761](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/322M40000080011?law_full_text_format=json&elm=MainProvision-Article_187) | 2026-10-13 |\n| \u5c02\u4fee\u5b66\u6821\u306e\u5b66\u5247\u306e\u5909\u66f4\u3068\u3001\u305d\u306e\u5c4a\u51fa\u306b\u7b2c5\u6761\u304c\u6e96\u7528\u3055\u308c\u308b\u3053\u3068\uff08\u7b2c189\u6761\uff09\u3002\u5c4a\u51fa\u66f8\u306b\u5909\u66f4\u306e\u4e8b\u7531\u3068\u6642\u671f\u3092\u8a18\u8f09\u3057\u305f\u66f8\u985e\u3092\u6dfb\u3048\u308b\u3053\u3068\uff08\u7b2c5\u6761\uff09 | [e-Gov\u6cd5\u4ee4API: \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247 \u7b2c189\u6761](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/322M40000080011?law_full_text_format=json&elm=MainProvision-Article_189) | 2026-10-13 |\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u306e\u5f15\u7528\u3001\u30d7\u30ea\u30a2\u30f3\u30d6\u30eb\u3001`filter`\u3002\u691c\u7d22\u7d50\u679c\u306e\u6570\u304c\u65e2\u5b9a10\u30fb\u4e0a\u965025\u3067\u3042\u308b\u3053\u3068\u3002`ignoreLowRelevantContent` \u3067\u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3067\u306f\u56de\u7b54\u3092\u4f5c\u3089\u305a `answerSkippedReasons` \u304c\u8fd4\u308b\u3053\u3068\u3002\u95a2\u9023\u3059\u308b\u8cea\u554f\u3092\u8fd4\u305b\u308b\u3053\u3068\u3002\u5f15\u7528\u306e `startIndex`\uff0f`endIndex` \u304c UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-13 |\n| `ANY()`\u3001\u6570\u5024\u30fb\u65e5\u4ed8\u306e\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3001`AND`\uff0f`OR`\uff0f`NOT` \u3067\u306e\u7d5e\u308a\u8fbc\u307f\u3002\u7d5e\u308a\u8fbc\u3080\u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [Google Cloud: Filter search by metadata](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-13 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u306a\u3069\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u3002\u5206\u5272\u304c100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a500\uff09\u3067\u3001`includeAncestorHeadings` \u304c\u65e2\u5b9a\u3067\u7121\u52b9\u306a\u3053\u3068\u3002\u5206\u5272\u306e\u8a2d\u5b9a\u304c\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u5909\u3048\u3089\u308c\u306a\u3044\u3053\u3068\u3002\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u306b Document AI \u306e\u6a5f\u80fd\u306e\u6599\u91d1\u304c\u304b\u304b\u308b\u3053\u3068 | [Google Cloud: Parse and chunk documents](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-13 |\n| Cloud Storage \u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u3067\u53d6\u308a\u8fbc\u3080\u3068\u304d\u3001JSON Lines \u304b NDJSON \u306b `id`\u3001`structData`\uff0f`jsonData`\u3001`content` \u306e `mimeType` \u3068 `uri` \u3092\u66f8\u304f\u3053\u3068 | [Google Cloud: Prepare data for ingesting](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/prepare-data) | 2026-10-13 |\n| \u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u304c Preview \u306e\u63d0\u4f9b\u3067\u3001Cloud Storage\u30fbBigQuery\u30fbGoogle \u30c9\u30e9\u30a4\u30d6\u306a\u3069\u3067\u4f7f\u3048\u308b\u3053\u3068 | [Google Cloud: Set up data source access control](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/data-source-access-control) | 2026-10-13 |\n\n**\u500b\u3005\u306e\u5b66\u751f\u306e\u9032\u7d1a\u30fb\u5352\u696d\u30fb\u8ffd\u8a66\u9a13\u30fb\u51e6\u5206\u306e\u53ef\u5426\u3068\u3001\u898f\u7a0b\u306b\u7121\u3044\u4e8b\u6848\u306e\u6271\u3044\u306f\u3001\u5b66\u6821\u306e\u898f\u7a0b\u306b\u3042\u308b\u624b\u7d9a\u304d\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u6cd5\u4ee4\u3068 Google Cloud 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