{"id":17199,"date":"2026-10-29T09:08:52","date_gmt":"2026-10-29T00:08:52","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/shinkin-procedure-manual-search\/"},"modified":"2026-10-29T09:08:52","modified_gmt":"2026-10-29T00:08:52","slug":"shinkin-procedure-manual-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/shinkin-procedure-manual-search\/","title":{"rendered":"\u4fe1\u7528\u91d1\u5eab\u306e\u7a93\u53e3\u306e\u8077\u54e1\u304c\u3001\u4e8b\u52d9\u53d6\u6271\u8981\u9818\u3068\u904e\u53bb\u306e\u672c\u90e8\u3078\u306e\u7167\u4f1a\u306e\u8a18\u9332\u3092 Vertex AI Search \u3067\u691c\u7d22\u3057\u3001\u624b\u7d9a\u306e\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u3092\u3001\u7167\u4f1a\u306e\u56de\u7b54\u304c\u3044\u307e\u306e\u8981\u9818\u306e\u7248\u306b\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u305f\u3046\u3048\u3067\u6839\u62e0\u4ed8\u304d\u3067\u305d\u308d\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u7a93\u53e3\u3067\u3075\u3060\u3093\u6271\u308f\u306a\u3044\u624b\u7d9a\u3092\u53d7\u3051\u305f\u3068\u304d\u3001\u4e8b\u52d9\u53d6\u6271\u8981\u9818\u3068\u904e\u53bb\u306e\u672c\u90e8\u3078\u306e\u7167\u4f1a\u306e\u8a18\u9332\u3092\u691c\u7d22\u3057\u3001\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u3092\u5f15\u7528\u4ed8\u304d\u3067\u305d\u308d\u3048\u307e\u3059\u3002\u7167\u4f1a\u306e\u56de\u7b54\u306f\u3001\u6839\u62e0\u306e\u6761\u304c\u305d\u306e\u5f8c\u306b\u6539\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u51fa\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-2166","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-29","tech_verified_date":"2026-10-28","trigger":"**\u7a93\u53e3\u306e\u8077\u54e1\u304c\u3001\u7a93\u53e3\u306e\u753b\u9762\u3067\u624b\u7d9a\u306e\u7a2e\u985e\u3092\u9078\u3073\u3001\u4e8b\u60c5\u3092\u5165\u308c\u3066\u9001\u4fe1\u3057\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u624b\u7d9a\u306e\u7a2e\u985e\u306f\u300c\u6255\u623b\u3057\uff08\u4ee3\u7406\u4eba\uff09\u300d\u300c\u76f8\u7d9a\u306e\u5c4a\u51fa\u300d\u300c\u6210\u5e74\u5f8c\u898b\u306e\u5c4a\u51fa\u300d\u300c\u6c0f\u540d\u30fb\u4f4f\u6240\u306e\u5909\u66f4\u300d\u300c\u53e3\u5ea7\u306e\u958b\u8a2d\uff08\u5916\u56fd\u7c4d\uff09\u300d\u306e\u3088\u3046\u306a\u4e00\u89a7\u304b\u3089\u9078\u3073\u307e\u3059\u3002**\u81ea\u7531\u306b\u66f8\u3044\u305f\u6587\u3060\u3051\u3067\u691c\u7d22\u3059\u308b\u3068\u3001\u304a\u5ba2\u69d8\u306e\u8a00\u8449\u306b\u5f15\u3063\u3071\u3089\u308c\u3066\u3001\u5225\u306e\u7de8\u306e\u6761\u304c\u5f53\u305f\u308b\u304b\u3089\u3067\u3059\u3002**\n\n**\u4e8b\u60c5\u3092\u8db3\u3057\u3066\u554f\u3044\u76f4\u3059\u3068\u304d\u306f\u3001\u540c\u3058\u4f1a\u8a71\u3068\u3057\u3066\u7d9a\u3051\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u524d\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306e ID \u3092\u6e21\u3059\u3068\u7d9a\u304d\u3068\u3057\u3066\u554f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u300c\u907a\u8a00\u66f8\u304c\u3042\u308b\u300d\u300c\u4ee3\u7406\u4eba\u306f\u540c\u5c45\u306e\u5bb6\u65cf\u300d\u3068\u8db3\u3059\u3068\u3001**\u6761\u4ef6\u306b\u5408\u3046\u6761\u306b\u7d5e\u3063\u305f\u7b54\u3048\u304c\u51fa\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7a93\u53e3\u306e\u7533\u3057\u51fa | \u624b\u7d9a\u306e\u7a2e\u985e\u3001\u4e8b\u60c5\u306e\u6587\uff08\u540d\u524d\u30fb\u53e3\u5ea7\u756a\u53f7\u3092\u5165\u308c\u306a\u3044\uff09\u3001\u5e97\u306e\u756a\u53f7\u3001\u8077\u54e1\u306e\u5f79\u8077 | \u7a93\u53e3\u306e\u753b\u9762 |\n| \u4e8b\u52d9\u53d6\u6271\u8981\u9818 | \u7de8\u30fb\u7ae0\u30fb\u6761\u3054\u3068\u306e\u6587\u3001\u6761\u306e\u7248\u3001\u65bd\u884c\u65e5\u3001\u5ec3\u6b62\u65e5 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2 |\n| \u4e8b\u52d9\u9023\u7d61 | \u6539\u5b9a\u3057\u305f\u6761\u3001\u65b0\u3057\u3044\u7248\u3001\u65bd\u884c\u65e5 | \u672c\u90e8\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0 |\n| \u7167\u4f1a\u306e\u8a18\u9332 | \u624b\u7d9a\u306e\u7a2e\u985e\u3001\u8cea\u554f\u3001\u672c\u90e8\u306e\u56de\u7b54\u3001\u56de\u7b54\u3057\u305f\u65e5\u3001**\u6839\u62e0\u306b\u3057\u305f\u6761\u3068\u7248**\u3001**\u500b\u5225\u306e\u5224\u65ad\u304b\u3069\u3046\u304b** | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306e\u300c\u6839\u62e0\u306b\u3057\u305f\u6761\u3068\u7248\u300d\u3068\u300c\u500b\u5225\u306e\u5224\u65ad\u304b\u3069\u3046\u304b\u300d\u306e2\u3064\u3067\u3059\u3002** \u4eca\u5f8c\u306e\u56de\u7b54\u306f\u3001\u4e8b\u52d9\u90e8\u304c\u56de\u7b54\u3092\u767b\u9332\u3059\u308b\u3068\u304d\u306b\u5fc5\u305a\u5165\u308c\u307e\u3059\u3002**8\u5e74\u5206\u306e\u904e\u53bb\u306e\u8a18\u9332\u306f\u3001\u65b0\u3057\u3044\u3082\u306e\u304b\u3089\u9806\u306b\u3001\u4e8b\u52d9\u90e8\u306e\u7d4c\u9a13\u8005\u304c\u4ed8\u3051\u76f4\u3057\u307e\u3059\u3002** \u4ed8\u3051\u76f4\u3057\u3066\u3044\u306a\u3044\u8a18\u9332\u306f\u300c\u6839\u62e0\u4e0d\u660e\u300d\u3068\u3057\u3066\u6271\u3044\u3001\u7b54\u3048\u306e\u6839\u62e0\u306b\u3082\u3001\u4e00\u89a7\u306e\u4e0a\u306e\u65b9\u306b\u3082\u51fa\u3057\u307e\u305b\u3093\u3002\n\n**\u7167\u4f1a\u306e\u8a18\u9332\u304b\u3089\u306f\u3001\u304a\u5ba2\u69d8\u306e\u540d\u524d\u3001\u53e3\u5ea7\u756a\u53f7\u3001\u5e97\u306e\u62c5\u5f53\u8005\u306e\u540d\u524d\u3092\u5916\u3057\u3066\u5165\u308c\u307e\u3059\u3002** \u691c\u7d22\u306b\u8981\u308b\u306e\u306f\u624b\u7d9a\u306e\u7a2e\u985e\u3068\u4e8b\u60c5\u3068\u56de\u7b54\u3067\u3001**\u3069\u306e\u304a\u5ba2\u69d8\u306e\u4ef6\u3060\u3063\u305f\u304b\u306f\u8981\u308a\u307e\u305b\u3093\u3002**","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8981\u9818 | \u7de8\u306e PDF \u3092\u3001\u6761\u3054\u3068\u306e\u6587\u66f8\u306b\u5206\u3051\u3066 Cloud Storage \u3078\u5199\u3059 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4e2d\u8eab |\n| \u7167\u4f1a\u306e\u8a18\u9332 | \u4e8b\u52d9\u90e8\u306e\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u66f8\u304d\u51fa\u3057\u30021\u4ef6\u30921\u3064\u306e\u6587\u66f8\u306b | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4e2d\u8eab |\n| \u4e8b\u52d9\u9023\u7d61 | \u6539\u5b9a\u3057\u305f\u6761\u3068\u7248\u306e\u4e00\u89a7 | \u73fe\u884c\u306e\u7248\u306e\u5224\u5b9a\u3068\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306e\u5370 |\n| \u7b54\u3048\u3068\u4e00\u89a7 | answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54 | \u7a93\u53e3\u306e\u753b\u9762 |\n\n**\u8981\u9818\u306f\u3001\u6761\u3054\u3068\u306b1\u3064\u306e\u6587\u66f8\u306b\u5206\u3051\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u7de8\u30fb\u6761\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u5ec3\u6b62\u65e5\u3092\u6301\u305f\u305b\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u975e\u69cb\u9020\u306e\u30c7\u30fc\u30bf\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines\uff08NDJSON\uff09\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u3001\u5404\u884c\u306b `id`\u3001`structData`\uff08\u307e\u305f\u306f `jsonData`\uff09\u3001Cloud Storage \u306e\u6587\u66f8\u3092\u6307\u3059 `content` \u306e `mimeType` \u3068 `uri` \u3092\u6301\u305f\u305b\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u30021\u3064\u306e\u6761\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e1\u884c\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\"id\": \"yoryo-12-034-v7\",\n \"structData\": {\"doc_kind\": \"rule\", \"procedure\": \"inherit\",\n                \"volume\": \"12 \u76f8\u7d9a\", \"clause\": \"12-34\", \"rule_ver\": \"v7\",\n                \"effective_from\": \"2026-04-01\", \"effective_to\": \"9999-12-31\",\n                \"audience\": \"teller\"},\n \"content\": {\"mimeType\": \"application\/pdf\", \"uri\": \"gs:\/\/<bucket>\/rule\/12\/12-34_v7.pdf\"}}\n```\n\n**\u7167\u4f1a\u306e\u8a18\u9332\u306f `doc_kind` \u3092 `inquiry` \u306b\u3057\u3001\u6839\u62e0\u306e\u6761\uff08`basis_clause`\uff09\u3068\u7248\uff08`basis_ver`\uff09\u3001\u56de\u7b54\u306e\u72b6\u614b\uff08`answer_state`\uff09\u3092\u6301\u305f\u305b\u307e\u3059\u3002** `answer_state` \u306f `current`\uff08\u6839\u62e0\u306e\u6761\u304c\u73fe\u884c\u306e\u307e\u307e\uff09\u3001`superseded`\uff08\u56de\u7b54\u306e\u5f8c\u306b\u6839\u62e0\u306e\u6761\u304c\u6539\u5b9a\u3055\u308c\u305f\uff09\u3001`exception`\uff08\u500b\u5225\u306e\u5224\u65ad\uff09\u3001`unknown`\uff08\u6839\u62e0\u4e0d\u660e\uff09\u306e4\u3064\u3067\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u53d6\u308a\u8fbc\u3081\u308b\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u3001\u4e00\u5ea6\u306b100,000\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u53d6\u308a\u8fbc\u3081\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u8981\u9818\u306e PDF \u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u6587\u66f8\u306e\u5206\u5272\u3068\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u89e3\u6790\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u89e3\u6790\u306f PDF \u306e\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5fc5\u8981\u66f8\u985e\u306f\u8868\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001**\u8868\u306e\u8aac\u660e\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\u3082\u6709\u52b9\u306b\u3057\u307e\u3059\u3002** \u5206\u5272\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u3042\u3068\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u305a\u3001**\u898b\u51fa\u3057\u3092\u5404\u30c1\u30e3\u30f3\u30af\u306b\u4ed8\u3051\u308b `includeAncestorHeadings` \u306f\u65e2\u5b9a\u3067\u7121\u52b9**\u3067\u3059\u3002\u6761\u306e\u898b\u51fa\u3057\u304c\u672c\u6587\u304b\u3089\u96e2\u308c\u306a\u3044\u3088\u3046\u3001\u4f5c\u308b\u3068\u304d\u306b\u6709\u52b9\u306b\u3057\u307e\u3059\u3002","preprocessing":"1. **\u6570\u5b57\u306e\u4e26\u3073\u3092\u4f0f\u305b\u308b** \u2026 \u4e8b\u60c5\u306e\u6587\u304b\u3089\u30017\u6841\u4ee5\u4e0a\u306e\u6570\u5b57\u306e\u4e26\u3073\uff08\u53e3\u5ea7\u756a\u53f7\u30fb\u96fb\u8a71\u756a\u53f7\uff09\u3092 `\uff0a` \u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n2. **\u540d\u524d\u306e\u5165\u529b\u3092\u6b62\u3081\u308b** \u2026 \u753b\u9762\u306b\u300c\u540d\u524d\u306f\u5165\u308c\u306a\u3044\u300d\u3068\u51fa\u3057\u3001\u656c\u79f0\u306e\u4ed8\u3044\u305f\u8a9e\u304c\u3042\u308c\u3070\u9001\u4fe1\u306e\u524d\u306b\u8077\u54e1\u306b\u78ba\u304b\u3081\u307e\u3059\n3. **\u7de8\u306e\u7279\u5b9a** \u2026 \u624b\u7d9a\u306e\u7a2e\u985e\u304b\u3089\u3001\u691c\u7d22\u3059\u308b\u7de8\u306e\u5019\u88dc\u3092\u6c7a\u3081\u307e\u3059\uff08\u300c\u6255\u623b\u3057\uff08\u4ee3\u7406\u4eba\uff09\u300d\u306a\u3089\u6255\u623b\u3057\u30fb\u53d6\u5f15\u6642\u78ba\u8a8d\u30fb\u4ee3\u7406\u4eba\u306e\u5c4a\u51fa\u306e\u7de8\uff09\n4. **\u73fe\u884c\u306e\u7248\u306e\u6761\u4ef6** \u2026 \u4eca\u65e5\u306e\u65e5\u4ed8\u3067\u3001\u65bd\u884c\u65e5\u304c\u4eca\u65e5\u4ee5\u524d\u3067\u5ec3\u6b62\u65e5\u304c\u4eca\u65e5\u3088\u308a\u5f8c\u306e\u6761\u306b\u7d5e\u308b\u6761\u4ef6\u3092\u7d44\u307f\u7acb\u3066\u307e\u3059\n5. **\u7167\u4f1a\u306e\u8a18\u9332\u306e\u6761\u4ef6** \u2026 \u540c\u3058\u624b\u7d9a\u306e\u7a2e\u985e\u3067\u3001`answer_state` \u304c `unknown` \u4ee5\u5916\u306e\u8a18\u9332\u306b\u7d5e\u308a\u307e\u3059\n\n**4\u756a\u76ee\u306e\u5ec3\u6b62\u65e5\u306f\u3001\u7a7a\u306b\u305b\u305a `9999-12-31` \u3092\u5165\u308c\u3066\u304a\u304d\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u65e5\u4ed8\u306e\u9805\u76ee\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3067\u3001`<=` \u3084 `>=` \u3067\u6bd4\u3079\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7a7a\u306e\u9805\u76ee\u306f\u6bd4\u3079\u3089\u308c\u306a\u3044\u306e\u3067\u3001**\u300c\u307e\u3060\u5ec3\u6b62\u3055\u308c\u3066\u3044\u306a\u3044\u300d\u3092\u9060\u3044\u65e5\u4ed8\u3067\u8868\u3057\u307e\u3059\u3002**\n\n\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff08\u516c\u5f0f\u30da\u30fc\u30b8\u306e\u66f8\u304d\u65b9\u306b\u3088\u308b\uff09\u3002\n\n```\nfilter\uff08\u6848\u5185\u3059\u308b\u6271\u3044\uff09:\n  doc_kind: ANY(\"rule\")\n  AND procedure: ANY(\"proxy_withdraw\", \"kyc\", \"proxy_notice\")\n  AND effective_from <= \"2026-10-28\" AND effective_to > \"2026-10-28\"\nfilter\uff08\u904e\u53bb\u306e\u7167\u4f1a\u306e\u4e00\u89a7\uff09:\n  doc_kind: ANY(\"inquiry\")\n  AND procedure: ANY(\"proxy_withdraw\")\n  AND answer_state: ANY(\"current\", \"superseded\", \"exception\")\n```\n\n\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`ANY` \u306f\u6307\u5b9a\u3057\u305f\u5024\u306e\u3069\u308c\u304b\u306b\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u3068\u304d\u306b\u771f\u306b\u306a\u308a\u3001`AND`\u30fb`OR` \u3067\u3064\u306a\u3052\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306e\u753b\u9762\u3067\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u306b\u3057\u3066\u304a\u304f**\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u4e00\u89a7\u306e\u5074\u306f\u3001\u65b0\u3057\u3044\u56de\u7b54\u3092\u4e0a\u306b\u51fa\u3057\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u65e5\u4ed8\u306e\u9805\u76ee\u306b `FRESHNESS` \u306e\u578b\u306e\u4e0a\u3052\u4e0b\u3052\u3092\u639b\u3051\u3089\u308c\u3001`7D` \u3084 `30D` \u306e\u3088\u3046\u306a\u671f\u9593\u306e\u533a\u5207\u308a\u3067\u91cd\u307f\u3092\u5909\u3048\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u56de\u7b54\u3057\u305f\u65e5\uff08`answered_at`\uff09\u306b\u639b\u3051\u3001**8\u5e74\u524d\u306e\u56de\u7b54\u304c\u5148\u6708\u306e\u56de\u7b54\u3088\u308a\u4e0a\u306b\u6765\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u305d\u306e\u3046\u3048\u3067\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c `answer_state` \u306e\u9806\uff08`current` \u2192 `exception` \u2192 `superseded`\uff09\u306b\u4e26\u3079\u76f4\u3057\u307e\u3059\u3002","ai_processing":"**answer \u30e1\u30bd\u30c3\u30c9\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u73fe\u884c\u306e\u8981\u9818\u306e\u6761\u304b\u3089\u3001\u305d\u306e\u624b\u7d9a\u306e\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u3092\u3001\u8981\u9818\u306e\u8a00\u8449\u3068\u9806\u756a\u306e\u307e\u307e\u5f15\u7528\u4ed8\u304d\u3067\u77ed\u304f\u307e\u3068\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u304a\u5ba2\u69d8\u306e\u4e8b\u60c5\u306b\u5f53\u3066\u306f\u3081\u305f\u7d50\u8ad6\u306f\u51fa\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u8fd4\u3055\u305b\u308b\u3082\u306e | \u4e2d\u8eab | \u8fd4\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u6271\u3044 | \u53d7\u3051\u4ed8\u3051\u3066\u3088\u3044\u624b\u7d9a\u306e\u7bc4\u56f2\u3001\u53d7\u4ed8\u306e\u9806\u5e8f | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u8981\u9818\u306b\u8a18\u8f09\u306a\u3057\u300d |\n| \u5fc5\u8981\u66f8\u985e | \u66f8\u985e\u306e\u540d\u524d\u3001\u539f\u672c\u304b\u5199\u3057\u304b\u3001\u6709\u52b9\u671f\u9650\u306e\u5b9a\u3081 | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u5fc5\u8981\u66f8\u985e\u306e\u8a18\u8f09\u306a\u3057\u300d |\n| \u5f79\u5e2d\u8005\u306e\u78ba\u8a8d\u304c\u8981\u308b\u65e8 | \u300c\u5f79\u5e2d\u8005\u306e\u627f\u8a8d\u3092\u5f97\u308b\u300d\u306a\u3069\u306e\u8a18\u8f09 | \u539f\u6587\u306e\u307e\u307e\u5f15\u7528\u3059\u308b |\n| \u672c\u90e8\u3078\u306e\u7167\u4f1a\u3092\u6c42\u3081\u308b\u8a18\u8f09 | \u300c\u4e8b\u52d9\u90e8\u306b\u7167\u4f1a\u3059\u308b\u300d\u306a\u3069\u306e\u8a18\u8f09 | \u539f\u6587\u306e\u307e\u307e\u5f15\u7528\u3059\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u304a\u5ba2\u69d8\u306e\u4e8b\u60c5\u306b\u5f53\u3066\u306f\u3081\u3066\u300c\u53d7\u3051\u4ed8\u3051\u3089\u308c\u307e\u3059\u300d\u3068\u66f8\u304f | \u5224\u65ad\u306f\u8077\u54e1\u3068\u5f79\u5e2d\u8005\u304c\u884c\u3046 |\n| \u904e\u53bb\u306e\u7167\u4f1a\u306e\u56de\u7b54\u3092\u3001\u6271\u3044\u3068\u3057\u3066\u66f8\u304f | \u56de\u7b54\u306f\u7248\u304c\u53e4\u3044\u304b\u3001\u500b\u5225\u306e\u5224\u65ad\u306e\u3053\u3068\u304c\u3042\u308b |\n| \u53d6\u5f15\u6642\u78ba\u8a8d\u304c\u6e08\u3093\u3060\u304b\u3092\u66f8\u304f | \u78ba\u8a8d\u306e\u65b9\u6cd5\u3068\u7d50\u679c\u306f\u7a93\u53e3\u3068\u5f79\u5e2d\u8005\u304c\u898b\u308b |\n| \u8981\u9818\u306b\u7121\u3044\u66f8\u985e\u3092\u8db3\u3059 | \u8db3\u3057\u305f\u66f8\u985e\u3092\u304a\u5ba2\u69d8\u304c\u7528\u610f\u3057\u3066\u304f\u308b\u3053\u3068\u306b\u306a\u308b |\n| \u66f8\u985e\u306e\u6709\u52b9\u671f\u9650\u3092\u8a08\u7b97\u3059\u308b | \u671f\u9650\u306e\u6570\u3048\u65b9\u306f\u8981\u9818\u306e\u539f\u6587\u3067\u78ba\u304b\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u300c\u3053\u306e\u5834\u5408\u306f\u53d7\u3051\u4ed8\u3051\u3089\u308c\u307e\u3059\u304b\u300d\u306f\u3001\u7a93\u53e3\u3067\u3044\u3061\u3070\u3093\u591a\u304f\u8abf\u3079\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002**\u7b54\u3048\u304c\u300c\u53d7\u3051\u4ed8\u3051\u3089\u308c\u307e\u3059\u300d\u3068\u66f8\u304f\u3068\u3001\u8077\u54e1\u304c\u305d\u306e\u307e\u307e\u304a\u5ba2\u69d8\u306b\u4f1d\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u7b54\u3048\u306f\u8981\u9818\u306e\u8a18\u8f09\u3092\u5f15\u7528\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u306b\u3057\u3001\u53d7\u3051\u4ed8\u3051\u308b\u304b\u306f\u8077\u54e1\u3068\u5f79\u5e2d\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u3067\u306f\u3001\u56de\u7b54\u306e\u53e3\u8abf\u3084\u8a73\u3057\u3055\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u524d\u7f6e\u304d\uff08preamble\uff09\u3067\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u524d\u7f6e\u304d\u306f\u56de\u7b54\u306e\u8cea\u306b\u5927\u304d\u304f\u5f71\u97ff\u3057\u3046\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u524d\u7f6e\u304d\u3092\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n```\n\u3042\u306a\u305f\u306f\u4fe1\u7528\u91d1\u5eab\u306e\u55b6\u696d\u5e97\u306e\u7a93\u53e3\u306e\u8077\u54e1\u306e\u305f\u3081\u306e\u3001\u4e8b\u52d9\u53d6\u6271\u8981\u9818\u306e\u8cc7\u6599\u4fc2\u3067\u3059\u3002\n\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u4e8b\u52d9\u53d6\u6271\u8981\u9818\u306e\u6761\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u6b21\u306e\u9806\u3067\u77ed\u304f\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n1. \u6271\u3044\uff08\u53d7\u3051\u4ed8\u3051\u3066\u3088\u3044\u624b\u7d9a\u306e\u7bc4\u56f2\u3068\u3001\u53d7\u4ed8\u306e\u9806\u5e8f\uff09\n2. \u5fc5\u8981\u66f8\u985e\uff08\u66f8\u985e\u306e\u540d\u524d\u3001\u539f\u672c\u304b\u5199\u3057\u304b\u3001\u6709\u52b9\u671f\u9650\u306e\u5b9a\u3081\uff09\n3. \u5f79\u5e2d\u8005\u306e\u78ba\u8a8d\u304c\u8981\u308b\u65e8\u306e\u8a18\u8f09\n4. \u672c\u90e8\u3078\u306e\u7167\u4f1a\u3092\u6c42\u3081\u308b\u8a18\u8f09\n\n\u5b88\u308b\u3053\u3068\uff1a\n- \u8981\u9818\u306e\u8a00\u8449\u3068\u9806\u756a\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u8a00\u3044\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u304a\u5ba2\u69d8\u306e\u4e8b\u60c5\u306b\u5f53\u3066\u306f\u3081\u3066\u3001\u53d7\u3051\u4ed8\u3051\u3089\u308c\u308b\u30fb\u53d7\u3051\u4ed8\u3051\u3089\u308c\u306a\u3044\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8981\u9818\u306b\u7121\u3044\u66f8\u985e\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u5ff5\u306e\u305f\u3081\u300d\u306e\u66f8\u985e\u3082\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u306e\u6709\u52b9\u671f\u9650\u306f\u3001\u539f\u6587\u306e\u66f8\u304d\u65b9\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u65e5\u4ed8\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53d6\u5f15\u6642\u78ba\u8a8d\u304c\u6e08\u3093\u3060\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u898b\u3064\u304b\u3089\u306a\u3044\u9805\u76ee\u306f\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6761\u306e\u756a\u53f7\u3068\u7248\u3092\u3001\u5404\u9805\u76ee\u306e\u672b\u5c3e\u306b\u62ec\u5f27\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u3053\u3068\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u6761\u306e\u756a\u53f7\u3068\u7248\u3092\u672b\u5c3e\u306b\u66f8\u304f\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u8077\u54e1\u304c\u6848\u5185\u306e\u524d\u306b\u539f\u6587\u3092\u958b\u304f\u304b\u3089\u3067\u3059\u3002** \u756a\u53f7\u304c\u898b\u3048\u308c\u3070\u3001\u673a\u306e\u4e0a\u306e\u5370\u5237\u306e\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u306b\u3082\u6c17\u3065\u3051\u307e\u3059\u3002\n\n**\u3042\u308f\u305b\u3066\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u3092\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| \u5f15\u7528\uff08`includeCitations`\uff09 | \u6709\u52b9 | \u6587\u3054\u3068\u306b\u51fa\u5178\u3092\u793a\u3055\u305b\u308b\u3002\u65e2\u5b9a\u306f\u7121\u52b9 |\n| \u95a2\u9023\u6027\u306e\u4f4e\u3044\u5185\u5bb9\u306e\u7121\u8996\uff08`ignoreLowRelevantContent`\uff09 | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u6761\u304b\u3089\u7121\u7406\u306b\u7b54\u3048\u3055\u305b\u306a\u3044 |\n| \u6839\u62e0\u306e\u652f\u6301\u306b\u3088\u308b\u7d5e\u308a\u8fbc\u307f\uff08`groundingSpec` \u306e `filteringLevel`\uff09 | `FILTERING_LEVEL_HIGH` \u304b\u3089\u8a66\u3059 | \u652f\u3048\u306e\u5f31\u3044\u7b54\u3048\u3092\u5916\u3059\u3002\u672a\u8a2d\u5b9a\u3060\u3068\u7d5e\u308a\u8fbc\u307f\u304c\u639b\u304b\u3089\u306a\u3044 |\n| \u56de\u7b54\u306e\u8a00\u8a9e\uff08`answerLanguageCode`\uff09 | `ja` | \u65e5\u672c\u8a9e\u3067\u7b54\u3048\u3055\u305b\u308b |\n| \u7d5e\u308a\u8fbc\u307f\uff08`filter`\uff09 | \u524d\u51e6\u7406\u3067\u7d44\u307f\u7acb\u3066\u305f\u6848\u5185\u3059\u308b\u6271\u3044\u306e\u6761\u4ef6 | \u73fe\u884c\u306e\u7248\u306e\u8981\u9818\u306e\u6761\u3060\u3051 |\n\n\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u652f\u6301\u304c\u57fa\u6e96\u306b\u5c4a\u304b\u306a\u3044\u7b54\u3048\u306f\u8fd4\u3055\u308c\u305a\u3001\u7406\u7531\u3068\u3057\u3066 `LOW_GROUNDED_CONTENT` \u304c\u8fd4\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5f15\u7528\u306e\u4f4d\u7f6e\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u5358\u4f4d**\u306a\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u7b54\u3048\u306b\u6761\u306e\u756a\u53f7\u3092\u5dee\u3057\u8fbc\u3080\u3068\u304d\u306f\u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u76f4\u3057\u307e\u3059\u3002","output_data":"**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u30012\u3064\u306e\u547c\u3073\u51fa\u3057\u306e\u5fdc\u7b54\u3092\u6b21\u306e\u5f62\u306b\u305d\u308d\u3048\u3066\u7a93\u53e3\u306e\u753b\u9762\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"lookup_id\": \"\",\n  \"branch_code\": \"\",\n  \"procedure\": \"\",\n  \"situation_text\": \"\",\n  \"answer_for_counter\": \"\",\n  \"skipped_reason\": \"\",\n  \"citations\": [\n    { \"sentence\": \"\", \"doc_id\": \"\", \"clause\": \"\", \"rule_ver\": \"\", \"quote\": \"\" }\n  ],\n  \"needs_officer\": false,\n  \"past_inquiries\": [\n    { \"inquiry_id\": \"\", \"answered_at\": \"\", \"question\": \"\", \"answer\": \"\",\n      \"basis_clause\": \"\", \"basis_ver\": \"\",\n      \"answer_state\": \"current | superseded | exception\" }\n  ],\n  \"inquiry_draft\": \"\",\n  \"session_id\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`answer_for_counter` \u3068 `past_inquiries` \u3092\u5206\u3051\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u304a\u5ba2\u69d8\u306b\u6848\u5185\u3059\u308b\u6271\u3044\u3068\u3001\u904e\u53bb\u306e\u7167\u4f1a\u306e\u56de\u7b54\u304c\u3001**\u753b\u9762\u306e\u5225\u306e\u67a0\u306b\u51fa\u307e\u3059\u3002** \u8077\u54e1\u304c\u904e\u53bb\u306e\u56de\u7b54\u3092\u3044\u307e\u306e\u6271\u3044\u3068\u3057\u3066\u8aad\u307f\u4e0a\u3052\u308b\u53d6\u308a\u9055\u3048\u3092\u3001\u753b\u9762\u306e\u4f5c\u308a\u3067\u9632\u304e\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`answer_state` \u3067\u56de\u7b54\u306e\u5370\u3092\u51fa\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `superseded` \u306f\u7070\u8272\u306b\u3057\u3066\u300c\u56de\u7b54\u306e\u5f8c\u306b\u7b2c12-34\u6761\u304c v6 \u304b\u3089 v7 \u306b\u6539\u5b9a\u300d\u3068\u51fa\u3057\u3001`exception` \u306f\u300c\u500b\u5225\u306e\u5224\u65ad\u3002\u524d\u4f8b\u306b\u3057\u306a\u3044\u300d\u3068\u51fa\u3057\u307e\u3059\u3002**\u6d88\u3055\u305a\u306b\u898b\u305b\u308b\u306e\u306f\u3001\u672c\u90e8\u3078\u306e\u7167\u4f1a\u306b\u524d\u306e\u56de\u7b54\u3092\u6dfb\u3048\u308b\u305f\u3081\u3067\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`needs_officer` \u3092\u7b54\u3048\u3068\u5225\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u5f15\u7528\u3057\u305f\u6761\u306b\u300c\u5f79\u5e2d\u8005\u306e\u627f\u8a8d\u300d\u306e\u8a18\u8f09\u304c\u3042\u308b\u304b\u3001\u624b\u7d9a\u304c\u76f8\u7d9a\u30fb\u5f8c\u898b\u30fb\u53d6\u5f15\u6642\u78ba\u8a8d\u306a\u3089\u771f\u306b\u3057\u3001**\u753b\u9762\u306e\u4e0a\u306b\u300c\u5f79\u5e2d\u8005\u306b\u56de\u3059\u300d\u3092\u51fa\u3057\u307e\u3059\u3002**\n\n**`inquiry_draft` \u306f\u3001\u7b54\u3048\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u3084\u3001\u5370\u306e\u4ed8\u3044\u305f\u56de\u7b54\u3057\u304b\u7121\u3044\u3068\u304d\u306b\u57cb\u3081\u307e\u3059\u3002** \u624b\u7d9a\u306e\u7a2e\u985e\u3001\u4e8b\u60c5\u3001\u8abf\u3079\u305f\u6761\u306e\u756a\u53f7\u3001\u898b\u3064\u304b\u3063\u305f\u904e\u53bb\u306e\u56de\u7b54\u306e\u756a\u53f7\u3092\u4e26\u3079\u305f\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3067\u3059\u3002**\u4e8b\u52d9\u90e8\u306f\u3001\u5e97\u304c\u3069\u3053\u307e\u3067\u8abf\u3079\u305f\u304b\u3092\u8aad\u3093\u3067\u7b54\u3048\u3089\u308c\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7a93\u53e3\u306e\u753b\u9762 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e API | \u7533\u3057\u51fa\u306e\u53d7\u3051\u53d6\u308a\u3068\u7d50\u679c\u306e\u8868\u793a |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9\u306e API | \u7b54\u3048\u3001\u5f15\u7528\u3001\u904e\u53bb\u306e\u7167\u4f1a\u306e\u4e00\u89a7 |\n| Cloud Storage | \u8981\u9818\u306e\u6761\u3068\u7167\u4f1a\u306e\u8a18\u9332\u306e\u5199\u3057 | \u5f15\u7528\u3057\u305f\u7b87\u6240\u306e\u539f\u6587\u306e\u8868\u793a |\n| \u7167\u4f1a\u306e\u8a18\u9332 | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057 | \u65b0\u3057\u3044\u56de\u7b54\u306e\u8ffd\u52a0\u3068\u3001\u5370\u306e\u4ed8\u3051\u76f4\u3057 |\n| \u4e8b\u52d9\u9023\u7d61 | \u6539\u5b9a\u306e\u4e00\u89a7\u306e\u767b\u9332 | \u73fe\u884c\u306e\u7248\u3068\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306e\u5370 |\n\n**\u7167\u4f1a\u7968\u306f\u3001\u3044\u307e\u3069\u304a\u308a\u4e8b\u52d9\u90e8\u306e\u53d7\u4ed8\u306b\u9001\u308a\u307e\u3059\u3002** \u753b\u9762\u306e\u4e0b\u66f8\u304d\u3092\u8077\u54e1\u304c\u76f4\u3057\u3066\u9001\u308b\u5f62\u306b\u3057\u3001**\u9001\u308b\u304b\u3069\u3046\u304b\u306f\u8077\u54e1\u304c\u6c7a\u3081\u307e\u3059\u3002** \u4e8b\u52d9\u90e8\u306f\u56de\u7b54\u3092\u7167\u4f1a\u306e\u8a18\u9332\u306b\u767b\u9332\u3059\u308b\u3068\u304d\u306b\u3001\u6839\u62e0\u306e\u6761\u3068\u7248\u3001\u500b\u5225\u306e\u5224\u65ad\u304b\u3069\u3046\u304b\u3092\u5165\u308c\u307e\u3059\u3002**\u3053\u306e\u5165\u529b\u304c\u3001\u6b21\u306e\u5e97\u306e\u691c\u7d22\u306e\u8cea\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u591c\u9593\u306e\u51e6\u7406\u306f\u3001\u4e8b\u52d9\u9023\u7d61\u306e\u6539\u5b9a\u306e\u4e00\u89a7\u3092\u8aad\u307f\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306e `basis_clause` \u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002** \u6839\u62e0\u306e\u6761\u306e\u73fe\u884c\u306e\u7248\u304c `basis_ver` \u3088\u308a\u65b0\u3057\u304f\u3001\u6539\u5b9a\u306e\u65bd\u884c\u65e5\u304c\u56de\u7b54\u3057\u305f\u65e5\u3088\u308a\u5f8c\u306a\u3089\u3001`answer_state` \u3092 `superseded` \u306b\u66f8\u304d\u63db\u3048\u3001**\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5dee\u3057\u66ff\u3048\u3066\u53d6\u308a\u8fbc\u307f\u76f4\u3057\u307e\u3059\u3002**","human_review":"1. **\u6761\u306e\u756a\u53f7\u3068\u7248\u3092\u898b\u308b** \u2026 \u753b\u9762\u306b\u51fa\u305f\u6761\u306e\u756a\u53f7\u3068\u7248\u304c\u3001\u624b\u7d9a\u306e\u7a2e\u985e\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n2. **\u5f79\u5e2d\u8005\u306e\u5370\u3092\u898b\u308b** \u2026 \u5370\u304c\u3042\u308c\u3070\u3001\u6848\u5185\u3059\u308b\u524d\u306b\u5f79\u5e2d\u8005\u306b\u56de\u3057\u307e\u3059\n3. **\u5f15\u7528\u306e\u539f\u6587\u3092\u898b\u3066\u6848\u5185\u3059\u308b** \u2026 \u5fc5\u8981\u66f8\u985e\u306f\u3001\u8981\u9818\u306e\u8a00\u8449\u306e\u307e\u307e\u6848\u5185\u3057\u307e\u3059\n4. **\u904e\u53bb\u306e\u56de\u7b54\u306e\u5370\u3092\u898b\u308b** \u2026 `superseded` \u3068 `exception` \u306e\u56de\u7b54\u3092\u3001\u3044\u307e\u306e\u6271\u3044\u3068\u3057\u3066\u4f1d\u3048\u307e\u305b\u3093\n5. **\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7167\u4f1a\u3059\u308b** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u672c\u90e8\u306b\u7167\u4f1a\u3057\u3001\u304a\u5ba2\u69d8\u306b\u6298\u308a\u8fd4\u3057\u306e\u6642\u671f\u3092\u4f1d\u3048\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u76f8\u7d9a\u30fb\u5f8c\u898b\u30fb\u4ee3\u7406\u4eba\u306e\u6255\u623b\u3057\u306f\u3001**\u8ab0\u306b\u6255\u3044\u623b\u3059\u304b\u3092\u8aa4\u308b\u3068\u53d6\u308a\u623b\u305b\u306a\u3044\u624b\u7d9a\u3067\u3059\u3002** \u5f15\u7528\u304c\u6b63\u3057\u304f\u3066\u3082\u3001\u53d7\u3051\u4ed8\u3051\u308b\u304b\u306f\u5f79\u5e2d\u8005\u304c\u4e8b\u60c5\u3092\u805e\u3044\u3066\u6c7a\u3081\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u30011,200\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef64\u5206\u3067\u3059\u3002** \u6761\u306e\u756a\u53f7\u3092\u898b\u3066\u3001\u539f\u6587\u3092\u958b\u3044\u3066\u3001\u6848\u5185\u306e\u30e1\u30e2\u3092\u4f5c\u308b\u6642\u9593\u3067\u3059\u3002**\u304a\u5ba2\u69d8\u3092\u5f85\u305f\u305b\u308b\u6642\u9593\u304c\u3001\u8981\u9818\u3092\u63a2\u3059\u6642\u9593\u304b\u3089\u3001\u539f\u6587\u3092\u78ba\u304b\u3081\u308b\u6642\u9593\u306b\u5909\u308f\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u624b\u7d9a\u306e\u7a2e\u985e\u304c\u4e00\u89a7\u306b\u7121\u3044 | \u300c\u305d\u306e\u4ed6\u300d\u3067\u9001\u308a\u3001\u5168\u90e8\u306e\u7de8\u304b\u3089\u63a2\u3059\u3002\u7d50\u679c\u306b\u95a2\u4fc2\u306a\u304f\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3092\u51fa\u3059 |\n| \u7b54\u3048\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\uff08\u652f\u6301\u304c\u4f4e\u3044\uff09 | \u7b54\u3048\u3092\u51fa\u3055\u305a\u3001\u904e\u53bb\u306e\u7167\u4f1a\u306e\u4e00\u89a7\u3068\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3060\u3051\u3092\u51fa\u3059 |\n| \u73fe\u884c\u306e\u7248\u306e\u6761\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u300c\u8981\u9818\u306b\u8a18\u8f09\u306a\u3057\u300d\u3068\u51fa\u3057\u3001\u672c\u90e8\u3078\u306e\u7167\u4f1a\u3092\u4fc3\u3059 |\n| \u904e\u53bb\u306e\u56de\u7b54\u304c `superseded` \u3068 `exception` \u3060\u3051 | \u4e00\u89a7\u306b\u306f\u51fa\u3059\u304c\u3001\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3092\u51fa\u3059 |\n| \u4e8b\u60c5\u306e\u6587\u306b\u540d\u524d\u304c\u6b8b\u3063\u3066\u3044\u308b | \u9001\u4fe1\u306e\u524d\u306b\u6b62\u3081\u3001\u540d\u524d\u3092\u6d88\u3057\u3066\u3082\u3089\u3046 |\n| \u6539\u5b9a\u306e\u65bd\u884c\u65e5\u306e\u524d\u5f8c\u3067\u6271\u3044\u304c\u5206\u304b\u308c\u308b | \u65bd\u884c\u65e5\u304c\u4eca\u65e5\u4ee5\u524d\u306e\u7248\u3060\u3051\u3067\u7b54\u3048\u3001**\u7fcc\u65e5\u4ee5\u964d\u306b\u65bd\u884c\u306e\u7248\u304c\u3042\u308c\u3070\u753b\u9762\u306b\u51fa\u3059** |\n| \u53d6\u5f15\u6642\u78ba\u8a8d\u306b\u95a2\u308f\u308b\u4e0d\u5be9\u306a\u70b9\u304c\u3042\u308b | **\u691c\u7d22\u3092\u5f85\u305f\u305a\u3001\u5f79\u5e2d\u8005\u306b\u77e5\u3089\u305b\u308b\u3002** \u753b\u9762\u306b\u306f\u7406\u7531\u3092\u66f8\u304b\u306a\u3044 |\n| \u691c\u7d22\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u3044\u307e\u3069\u304a\u308a\u8981\u9818\u306e PDF \u3092\u958b\u304d\u3001\u5f79\u5e2d\u8005\u304b\u672c\u90e8\u306b\u805e\u304f |\n\n**6\u884c\u76ee\u306f\u3001\u4e8b\u52d9\u9023\u7d61\u304c\u65bd\u884c\u65e5\u3088\u308a\u524d\u306b\u914d\u3089\u308c\u308b\u305f\u3081\u306b\u8d77\u304d\u307e\u3059\u3002** \u65bd\u884c\u3092\u5f85\u3064\u7248\u304c\u3042\u308b\u6761\u306f\u753b\u9762\u306b\u300c\u3007\u6708\u3007\u65e5\u304b\u3089\u6539\u5b9a\u300d\u3068\u51fa\u3057\u3001**\u6765\u6708\u306b\u624b\u7d9a\u3092\u9032\u3081\u308b\u304a\u5ba2\u69d8\u306b\u4f1d\u3048\u308b\u304b\u3092\u8077\u54e1\u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n**7\u884c\u76ee\u306e\u300c\u753b\u9762\u306b\u7406\u7531\u3092\u66f8\u304b\u306a\u3044\u300d\u306f\u3001\u7a93\u53e3\u306e\u753b\u9762\u304c\u304a\u5ba2\u69d8\u304b\u3089\u898b\u3048\u308b\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u7591\u308f\u3057\u3044\u53d6\u5f15\u306e\u5c4a\u51fa\u306b\u95a2\u308f\u308b\u3053\u3068\u306f\u3001\u7a93\u53e3\u306e\u753b\u9762\u306b\u3082\u691c\u7d22\u306e\u8a18\u9332\u306b\u3082\u66f8\u304b\u305a\u3001**\u3044\u307e\u3069\u304a\u308a\u5f79\u5e2d\u8005\u306b\u53e3\u982d\u3067\u77e5\u3089\u305b\u308b\u6d41\u308c\u306b\u4efb\u305b\u307e\u3059\u3002**","log_storage":"- \u7533\u3057\u51fa\uff08\u624b\u7d9a\u306e\u7a2e\u985e\u3001\u4e8b\u60c5\u306e\u6587\u3001\u5e97\u306e\u756a\u53f7\u3001\u8077\u54e1\u3001\u65e5\u6642\uff09\n- \u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3001answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\u3001\u5f15\u7528\u3057\u305f\u6761\u3068\u7248\n- \u6848\u5185\u3057\u305f\u3053\u3068\u3068\u3001\u5f79\u5e2d\u8005\u306b\u56de\u3057\u305f\u304b\u3069\u3046\u304b\n- \u9001\u3063\u305f\u7167\u4f1a\u7968\u3068\u3001\u672c\u90e8\u306e\u56de\u7b54\u306e\u7167\u4f1a\u306e\u8a18\u9332\u306e\u756a\u53f7\n- \u591c\u9593\u306e\u51e6\u7406\u3067 `superseded` \u306b\u66f8\u304d\u63db\u3048\u305f\u7167\u4f1a\u306e\u8a18\u9332\u3068\u3001\u305d\u306e\u7406\u7531\u306b\u306a\u3063\u305f\u6539\u5b9a\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3044\u307e\u306f\u6b8b\u3063\u3066\u3044\u306a\u3044\u8a18\u9332\u3067\u3059\u3002** \u3069\u306e\u6539\u5b9a\u3067\u3069\u306e\u56de\u7b54\u304c\u53e4\u304f\u306a\u3063\u305f\u304b\u3092\u3001\u4e8b\u52d9\u90e8\u304c\u8ffd\u3048\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":60,"assumption_frequency":1200,"assumption_workdays":20,"volume_month":1200,"before_minutes_per_case":10,"after_minutes_per_case":4,"hourly_cost":3000,"before_hours_month":200,"after_hours_month":80,"saved_hours_month":120,"reduction_rate":60,"saved_hours_year":1440,"annual_cost_effect":4320000,"summary":"\u7a93\u53e3\u3067\u3075\u3060\u3093\u6271\u308f\u306a\u3044\u624b\u7d9a\u3092\u53d7\u3051\u305f\u3068\u304d\u3001\u4e8b\u52d9\u53d6\u6271\u8981\u9818\u3068\u904e\u53bb\u306e\u672c\u90e8\u3078\u306e\u7167\u4f1a\u306e\u8a18\u9332\u3092\u691c\u7d22\u3057\u3001\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u3092\u5f15\u7528\u4ed8\u304d\u3067\u305d\u308d\u3048\u307e\u3059\u3002\u7167\u4f1a\u306e\u56de\u7b54\u306f\u3001\u6839\u62e0\u306e\u6761\u304c\u305d\u306e\u5f8c\u306b\u6539\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u51fa\u3057\u307e\u3059\u3002","before_flow":"1. \u7a93\u53e3\u3067\u304a\u5ba2\u69d8\u304b\u3089\u624b\u7d9a\u306e\u7533\u3057\u51fa\u3092\u53d7\u3051\u3001\u4e8b\u60c5\u3092\u805e\u304f\n2. \u8981\u9818\u306e\u76ee\u6b21\u304b\u3089\u624b\u7d9a\u306b\u5f53\u305f\u308a\u305d\u3046\u306a\u7de8\u3092\u63a2\u3057\u3001PDF \u3092\u958b\u3044\u3066\u6761\u3092\u8aad\u3080\n3. \u4e8b\u52d9\u9023\u7d61\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u305d\u306e\u6761\u304c\u6700\u8fd1\u6539\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n4. \u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u5f79\u5e2d\u8005\u3084\u5148\u8f29\u306b\u805e\u304f\u3002\u305d\u308c\u3067\u3082\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u672c\u90e8\u306e\u4e8b\u52d9\u90e8\u306b\u96fb\u8a71\u3067\u7167\u4f1a\u3059\u308b\n5. \u672c\u90e8\u306e\u6298\u308a\u8fd4\u3057\u3092\u5f85\u3064\u3042\u3044\u3060\u3001\u304a\u5ba2\u69d8\u306b\u5f85\u3063\u3066\u3082\u3089\u3046\u304b\u3001\u5f8c\u65e5\u306e\u6765\u5e97\u3092\u983c\u3080\n6. \u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u304c\u5206\u304b\u3063\u305f\u3089\u3001\u304a\u5ba2\u69d8\u306b\u6848\u5185\u3057\u3001\u624b\u7d9a\u3092\u9032\u3081\u308b\u3002\u66f8\u985e\u304c\u8db3\u308a\u306a\u3051\u308c\u3070\u3001\u305d\u308d\u3048\u3066\u518d\u6765\u5e97\u3057\u3066\u3082\u3089\u3046\n7. \u672c\u90e8\u306b\u7167\u4f1a\u3057\u305f\u3082\u306e\u306f\u3001\u7167\u4f1a\u7968\u3092\u66f8\u3044\u3066\u4e8b\u52d9\u90e8\u306b\u9001\u308b\n\n**\uff08a\uff09\u8981\u9818\u306e\u3069\u306e\u6761\u306b\u66f8\u3044\u3066\u3042\u308b\u304b\u304c\u63a2\u305b\u306a\u3044\u3002** 2\u756a\u3067\u3001\u300c\u4ee3\u7406\u4eba\u306e\u6255\u623b\u3057\u300d\u306f\u6255\u623b\u3057\u306e\u7de8\u3001\u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u7de8\u3001\u4ee3\u7406\u4eba\u306e\u5c4a\u51fa\u306e\u7de8\u306b\u307e\u305f\u304c\u308a\u307e\u3059\u3002**\u76ee\u6b21\u306e\u8a00\u8449\u3068\u304a\u5ba2\u69d8\u306e\u8a00\u8449\u304c\u9055\u3046\u306e\u3067\u3001PDF \u306e\u4e2d\u3092\u8a00\u8449\u3067\u63a2\u3057\u3066\u3082\u5f53\u305f\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08b\uff09\u904e\u53bb\u306e\u7167\u4f1a\u306e\u56de\u7b54\u304c\u5e97\u306b\u5c4a\u3044\u3066\u3044\u306a\u3044\u3002** 4\u756a\u3067\u3001\u540c\u3058\u8cea\u554f\u3092\u5225\u306e\u5e97\u304c\u5148\u6708\u672c\u90e8\u306b\u3057\u3066\u3044\u3066\u3082\u3001**\u305d\u306e\u56de\u7b54\u306f\u4e8b\u52d9\u90e8\u306e\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u3042\u308a\u3001\u5e97\u304b\u3089\u306f\u898b\u3048\u307e\u305b\u3093\u3002** \u672c\u90e8\u306e\u4e8b\u52d9\u90e8\u306f\u3001\u540c\u3058\u8cea\u554f\u306b\u6708\u306b\u4f55\u5ea6\u3082\u7b54\u3048\u3066\u3044\u307e\u3059\u3002\n\n**\uff08c\uff09\u6539\u5b9a\u306e\u524d\u306e\u6271\u3044\u3067\u6848\u5185\u3057\u3066\u3057\u307e\u3046\u3002** 3\u756a\u3092\u7701\u304f\u3068\u3001\u5dee\u3057\u66ff\u3048\u308b\u524d\u306e\u5370\u5237\u3084\u3001\u5148\u8f29\u304c\u899a\u3048\u3066\u3044\u308b\u524d\u306e\u6271\u3044\u3067\u6848\u5185\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u5fc5\u8981\u66f8\u985e\u304c\u9055\u3048\u3070\u3001\u304a\u5ba2\u69d8\u306b\u3082\u3046\u4e00\u5ea6\u6765\u3066\u3082\u3089\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u500b\u5225\u306e\u5224\u65ad\u304c\u524d\u4f8b\u3068\u3057\u3066\u5e83\u307e\u308b\u3002** \u5148\u8f29\u304c\u300c\u524d\u306b\u672c\u90e8\u304c\u3044\u3044\u3068\u8a00\u3063\u305f\u300d\u3068\u899a\u3048\u3066\u3044\u308b\u306e\u306f\u3001**\u4e8b\u60c5\u304c\u3042\u3063\u3066\u672c\u90e8\u304c\u305d\u306e\u4ef6\u306b\u9650\u308a\u8a8d\u3081\u305f\u6271\u3044\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u5225\u306e\u304a\u5ba2\u69d8\u306b\u540c\u3058\u6271\u3044\u3092\u7d04\u675f\u3059\u308b\u3068\u3001\u672c\u90e8\u304c\u5f8c\u304b\u3089\u65ad\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002","before_flow_steps":["\u7a93\u53e3\u3067\u304a\u5ba2\u69d8\u304b\u3089\u624b\u7d9a\u306e\u7533\u3057\u51fa\u3092\u53d7\u3051\u3001\u4e8b\u60c5\u3092\u805e\u304f","\u8981\u9818\u306e\u76ee\u6b21\u304b\u3089\u624b\u7d9a\u306b\u5f53\u305f\u308a\u305d\u3046\u306a\u7de8\u3092\u63a2\u3057\u3001PDF \u3092\u958b\u3044\u3066\u6761\u3092\u8aad\u3080","\u4e8b\u52d9\u9023\u7d61\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u305d\u306e\u6761\u304c\u6700\u8fd1\u6539\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u5f79\u5e2d\u8005\u3084\u5148\u8f29\u306b\u805e\u304f\u3002\u305d\u308c\u3067\u3082\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u672c\u90e8\u306e\u4e8b\u52d9\u90e8\u306b\u96fb\u8a71\u3067\u7167\u4f1a\u3059\u308b","\u672c\u90e8\u306e\u6298\u308a\u8fd4\u3057\u3092\u5f85\u3064\u3042\u3044\u3060\u3001\u304a\u5ba2\u69d8\u306b\u5f85\u3063\u3066\u3082\u3089\u3046\u304b\u3001\u5f8c\u65e5\u306e\u6765\u5e97\u3092\u983c\u3080","\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u304c\u5206\u304b\u3063\u305f\u3089\u3001\u304a\u5ba2\u69d8\u306b\u6848\u5185\u3057\u3001\u624b\u7d9a\u3092\u9032\u3081\u308b\u3002\u66f8\u985e\u304c\u8db3\u308a\u306a\u3051\u308c\u3070\u3001\u305d\u308d\u3048\u3066\u518d\u6765\u5e97\u3057\u3066\u3082\u3089\u3046","\u672c\u90e8\u306b\u7167\u4f1a\u3057\u305f\u3082\u306e\u306f\u3001\u7167\u4f1a\u7968\u3092\u66f8\u3044\u3066\u4e8b\u52d9\u90e8\u306b\u9001\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u7a93\u53e3\u306e\u8077\u54e1\u304c\u3001\u7a93\u53e3\u306e\u753b\u9762\u3067\u624b\u7d9a\u306e\u7a2e\u985e\u3092\u9078\u3073\u3001\u4e8b\u60c5\u3092\u77ed\u304f\u5165\u308c\u308b\u3002\u304a\u5ba2\u69d8\u306e\u540d\u524d\u3068\u53e3\u5ea7\u756a\u53f7\u306f\u5165\u308c\u306a\u3044\n2. **\u3010\u81ea\u52d5\u3011** \u5165\u529b\u304b\u3089\u6570\u5b57\u306e\u4e26\u3073\u3092\u4f0f\u305b\u3001\u624b\u7d9a\u306e\u7a2e\u985e\u304b\u3089\u691c\u7d22\u3059\u308b\u8981\u9818\u306e\u7de8\u3092\u6c7a\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3001**\u73fe\u884c\u306e\u7248\u306e\u8981\u9818\u306e\u6761\u3060\u3051**\u304b\u3089\u3001\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u3092\u5f15\u7528\u4ed8\u304d\u3067\u307e\u3068\u3081\u3055\u305b\u308b\n4. **\u3010\u81ea\u52d5\u3011** search \u30e1\u30bd\u30c3\u30c9\u3067\u3001\u540c\u3058\u624b\u7d9a\u306e\u904e\u53bb\u306e\u7167\u4f1a\u3068\u672c\u90e8\u306e\u56de\u7b54\u3092\u4e00\u89a7\u306b\u3059\u308b\u3002\u65b0\u3057\u3044\u56de\u7b54\u3092\u4e0a\u306b\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u7167\u4f1a\u306e\u56de\u7b54\u3054\u3068\u306b\u3001\u6839\u62e0\u306e\u6761\u304c\u56de\u7b54\u306e\u5f8c\u306b\u6539\u5b9a\u3055\u308c\u3066\u3044\u308c\u3070\u300c\u6539\u5b9a\u524d\u306e\u56de\u7b54\u300d\u3001\u672c\u90e8\u306e\u500b\u5225\u306e\u5224\u65ad\u306a\u3089\u300c\u500b\u5225\u306e\u5224\u65ad\u300d\u3068\u5370\u3092\u4ed8\u3051\u308b\n6. **\u3010\u4eba\u3011** \u7a93\u53e3\u306e\u8077\u54e1\u304c\u5f15\u7528\u306e\u539f\u6587\u3092\u898b\u3066\u3001\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u3092\u6848\u5185\u3059\u308b\u3002\u53d6\u5f15\u6642\u78ba\u8a8d\u3084\u6255\u3044\u623b\u3059\u76f8\u624b\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u306f\u5f79\u5e2d\u8005\u306b\u56de\u3059\n7. **\u3010\u4eba\u3011** \u898b\u3064\u304b\u3089\u306a\u3044\u3001\u307e\u305f\u306f\u5370\u306e\u4ed8\u3044\u305f\u56de\u7b54\u3057\u304b\u7121\u3044\u3068\u304d\u306f\u3001\u753b\u9762\u306e\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u672c\u90e8\u306b\u7167\u4f1a\u3059\u308b\n8. **\u3010\u81ea\u52d5\uff0f\u4eba\u3011** \u8abf\u3079\u305f\u624b\u7d9a\u3001\u5f15\u7528\u3057\u305f\u6761\u3001\u6848\u5185\u3057\u305f\u3053\u3068\u3001\u672c\u90e8\u3078\u306e\u7167\u4f1a\u3092\u8a18\u9332\u306b\u6b8b\u3059\u3002\u672c\u90e8\u306e\u56de\u7b54\u304c\u6765\u305f\u3089\u3001\u4e8b\u52d9\u90e8\u304c\u6839\u62e0\u306e\u6761\u3068\u7248\u3092\u4ed8\u3051\u3066\u7167\u4f1a\u306e\u8a18\u9332\u306b\u767b\u9332\u3059\u308b\n\n**3\u756a\u76ee\u30684\u756a\u76ee\u3092\u5206\u3051\u3066\u3044\u308b\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u8981\u3067\u3059\u3002** \u304a\u5ba2\u69d8\u306b\u6848\u5185\u3059\u308b\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u306f\u3001**\u73fe\u884c\u306e\u8981\u9818\u306e\u6761\u3060\u3051**\u304b\u3089\u4f5c\u308a\u307e\u3059\u3002\u904e\u53bb\u306e\u7167\u4f1a\u306e\u56de\u7b54\u306f\u3001\u8077\u54e1\u304c\u72b6\u6cc1\u3092\u898b\u6bd4\u3079\u308b\u6750\u6599\u3068\u3057\u3066\u4e00\u89a7\u3067\u898b\u308b\u3060\u3051\u306b\u3057\u3001**\u7b54\u3048\u306e\u6587\u306b\u306f\u5165\u308c\u307e\u305b\u3093\u3002**\n\n**5\u756a\u76ee\u306e\u5370\u306f\u3001\u6bce\u6669\u306e\u51e6\u7406\u3067\u4ed8\u3051\u3066\u304a\u304d\u307e\u3059\u3002** \u691c\u7d22\u306e\u305f\u3073\u306b\u6bd4\u3079\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u4e8b\u52d9\u9023\u7d61\u3067\u6539\u5b9a\u3055\u308c\u305f\u6761\u306e\u4e00\u89a7\u3068\u7167\u4f1a\u306e\u8a18\u9332\u306e\u6839\u62e0\u306e\u6761\u3092\u7a81\u304d\u5408\u308f\u305b\u3001**\u7167\u4f1a\u306e\u8a18\u9332\u306e\u5074\u306e\u9805\u76ee\u3092\u66f8\u304d\u63db\u3048\u3066\u304a\u304d\u307e\u3059\u3002** \u691c\u7d22\u306e\u3068\u304d\u306f\u3001\u305d\u306e\u9805\u76ee\u3067\u4e26\u3079\u5206\u3051\u308b\u3060\u3051\u3067\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u7a93\u53e3\u306e\u8077\u54e1\u304c\u3001\u7a93\u53e3\u306e\u753b\u9762\u3067\u624b\u7d9a\u306e\u7a2e\u985e\u3092\u9078\u3073\u3001\u4e8b\u60c5\u3092\u77ed\u304f\u5165\u308c\u308b\u3002\u304a\u5ba2\u69d8\u306e\u540d\u524d\u3068\u53e3\u5ea7\u756a\u53f7\u306f\u5165\u308c\u306a\u3044","**\u3010\u81ea\u52d5\u3011** \u5165\u529b\u304b\u3089\u6570\u5b57\u306e\u4e26\u3073\u3092\u4f0f\u305b\u3001\u624b\u7d9a\u306e\u7a2e\u985e\u304b\u3089\u691c\u7d22\u3059\u308b\u8981\u9818\u306e\u7de8\u3092\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3001**\u73fe\u884c\u306e\u7248\u306e\u8981\u9818\u306e\u6761\u3060\u3051**\u304b\u3089\u3001\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u3092\u5f15\u7528\u4ed8\u304d\u3067\u307e\u3068\u3081\u3055\u305b\u308b","**\u3010\u81ea\u52d5\u3011** search \u30e1\u30bd\u30c3\u30c9\u3067\u3001\u540c\u3058\u624b\u7d9a\u306e\u904e\u53bb\u306e\u7167\u4f1a\u3068\u672c\u90e8\u306e\u56de\u7b54\u3092\u4e00\u89a7\u306b\u3059\u308b\u3002\u65b0\u3057\u3044\u56de\u7b54\u3092\u4e0a\u306b\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u7167\u4f1a\u306e\u56de\u7b54\u3054\u3068\u306b\u3001\u6839\u62e0\u306e\u6761\u304c\u56de\u7b54\u306e\u5f8c\u306b\u6539\u5b9a\u3055\u308c\u3066\u3044\u308c\u3070\u300c\u6539\u5b9a\u524d\u306e\u56de\u7b54\u300d\u3001\u672c\u90e8\u306e\u500b\u5225\u306e\u5224\u65ad\u306a\u3089\u300c\u500b\u5225\u306e\u5224\u65ad\u300d\u3068\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u7a93\u53e3\u306e\u8077\u54e1\u304c\u5f15\u7528\u306e\u539f\u6587\u3092\u898b\u3066\u3001\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u3092\u6848\u5185\u3059\u308b\u3002\u53d6\u5f15\u6642\u78ba\u8a8d\u3084\u6255\u3044\u623b\u3059\u76f8\u624b\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u306f\u5f79\u5e2d\u8005\u306b\u56de\u3059","**\u3010\u4eba\u3011** \u898b\u3064\u304b\u3089\u306a\u3044\u3001\u307e\u305f\u306f\u5370\u306e\u4ed8\u3044\u305f\u56de\u7b54\u3057\u304b\u7121\u3044\u3068\u304d\u306f\u3001\u753b\u9762\u306e\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u672c\u90e8\u306b\u7167\u4f1a\u3059\u308b","**\u3010\u81ea\u52d5\uff0f\u4eba\u3011** \u8abf\u3079\u305f\u624b\u7d9a\u3001\u5f15\u7528\u3057\u305f\u6761\u3001\u6848\u5185\u3057\u305f\u3053\u3068\u3001\u672c\u90e8\u3078\u306e\u7167\u4f1a\u3092\u8a18\u9332\u306b\u6b8b\u3059\u3002\u672c\u90e8\u306e\u56de\u7b54\u304c\u6765\u305f\u3089\u3001\u4e8b\u52d9\u90e8\u304c\u6839\u62e0\u306e\u6761\u3068\u7248\u3092\u4ed8\u3051\u3066\u7167\u4f1a\u306e\u8a18\u9332\u306b\u767b\u9332\u3059\u308b"],"architecture":"```\n\u7a93\u53e3\u306e\u7533\u3057\u51fa\uff08\u624b\u7d9a\u306e\u7a2e\u985e\u30fb\u4e8b\u60c5\u3002\u540d\u524d\u3068\u53e3\u5ea7\u756a\u53f7\u306f\u5165\u308c\u306a\u3044\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u7a93\u53e3\u306e\u753b\u9762\u3067\u9001\u4fe1\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run\uff09\n   \u2502   \u6570\u5b57\u306e\u4e26\u3073\u3092\u4f0f\u305b\u308b\n   \u2502   \u624b\u7d9a\u306e\u7a2e\u985e\u304b\u3089\u7de8\u3068\u3001\u73fe\u884c\u306e\u7248\u306e\u6761\u4ef6\u3092\u7d44\u307f\u7acb\u3066\u308b\n   \u25bc\nVertex AI Search\uff08Agent Search\uff09\n   \u251c\u2500\u2500 answer \u30e1\u30bd\u30c3\u30c9 \u2500\u2500 \u73fe\u884c\u306e\u8981\u9818\u306e\u6761\u304b\u3089\u3001\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\uff08\u5f15\u7528\u3064\u304d\uff09\n   \u2514\u2500\u2500 search \u30e1\u30bd\u30c3\u30c9 \u2500\u2500 \u540c\u3058\u624b\u7d9a\u306e\u904e\u53bb\u306e\u7167\u4f1a\u3068\u672c\u90e8\u306e\u56de\u7b54\u306e\u4e00\u89a7\n   \u2502   \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff1a\u4e8b\u52d9\u53d6\u6271\u8981\u9818\uff08\u6761\u3054\u3068\uff09\u3001\u7167\u4f1a\u306e\u8a18\u9332\uff081\u4ef61\u6587\u66f8\uff09\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u5f15\u7528\u306e\u7121\u3044\u6587\u3092\u5916\u3059\u3002\u7167\u4f1a\u306e\u56de\u7b54\u306e\u5370\u3092\u8868\u793a\n   \u25bc\n\u7a93\u53e3\u306e\u753b\u9762\uff08\u6848\u5185\u3059\u308b\u6271\u3044\uff0f\u5f15\u7528\u3057\u305f\u539f\u6587\uff0f\u904e\u53bb\u306e\u7167\u4f1a\u306e\u4e00\u89a7\uff0f\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\uff09\n   \u25bc\n\u3010\u7a93\u53e3\u306e\u8077\u54e1\u304c\u6848\u5185\u3057\u3001\u5224\u65ad\u306e\u8981\u308b\u3082\u306e\u3092\u5f79\u5e2d\u8005\u3078\u3011\n\n\u591c\u9593\u306e\u51e6\u7406\uff1a\u4e8b\u52d9\u9023\u7d61\u306e\u6539\u5b9a\u306e\u4e00\u89a7 \u00d7 \u7167\u4f1a\u306e\u8a18\u9332\u306e\u6839\u62e0\u306e\u6761 \u2192 \u300c\u6539\u5b9a\u524d\u306e\u56de\u7b54\u300d\u306e\u5370\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2015 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u7a93\u53e3\u306e\u753b\u9762\u3068\u691c\u7d22\u3001\u591c\u9593\u306e\u5370\u4ed8\u3051\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u8981\u9818\u306e\u6761\u3054\u3068\u306e\u5199\u3057\u3001\u7167\u4f1a\u306e\u8a18\u9332\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u8abf\u3079\u305f\u8a18\u9332\uff09 | \u2015 |\n\n**\u52d8\u5b9a\u7cfb\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u8aad\u307f\u306b\u3082\u66f8\u304d\u306b\u3082\u3044\u304d\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u6271\u3046\u306e\u306f\u4e8b\u52d9\u306e\u898f\u7a0b\u3068\u7167\u4f1a\u306e\u8a18\u9332\u3060\u3051\u3067\u3001**\u304a\u5ba2\u69d8\u306e\u53e3\u5ea7\u3084\u53d6\u5f15\u306e\u60c5\u5831\u306f\u691c\u7d22\u306b\u5165\u308c\u307e\u305b\u3093\u3002** \u624b\u7d9a\u305d\u306e\u3082\u306e\u306f\u3001\u3044\u307e\u3069\u304a\u308a\u7a93\u53e3\u306e\u7aef\u672b\u3067\u884c\u3044\u307e\u3059\u3002\n\n**\u571f\u53f0\u306f\u3001Vertex AI Search \u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306f\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001**\u56de\u7b54\u306e\u6587\u3054\u3068\u306b\u51fa\u5178\u3092\u793a\u3059\u5f15\u7528**\u3092\u4ed8\u3051\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7d50\u679c\u3092\u7b54\u3048\u3088\u308a\u5148\u306b\u898b\u305b\u305f\u3044\u3068\u304d\u306a\u3069\u306f\u3001search \u30e1\u30bd\u30c3\u30c9\u3068\u4e00\u7dd2\u306b\u4f7f\u3046\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u306b\u306f\u3001Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u65e8\u306e\u8a18\u8f09\u304c\u3042\u308a\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u7a93\u53e3\u306e\u8077\u54e1\u304c\u3001\u7a93\u53e3\u306e\u753b\u9762\u3067\u624b\u7d9a\u306e\u7a2e\u985e\u3092\u9078\u3073\u3001\u4e8b\u60c5\u3092\u5165\u308c\u3066\u9001\u4fe1\u3057\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u624b\u7d9a\u306e\u7a2e\u985e\u306f\u300c\u6255\u623b\u3057\uff08\u4ee3\u7406\u4eba\uff09\u300d\u300c\u76f8\u7d9a\u306e\u5c4a\u51fa\u300d\u300c\u6210\u5e74\u5f8c\u898b\u306e\u5c4a\u51fa\u300d\u300c\u6c0f\u540d\u30fb\u4f4f\u6240\u306e\u5909\u66f4\u300d\u300c\u53e3\u5ea7\u306e\u958b\u8a2d\uff08\u5916\u56fd\u7c4d\uff09\u300d\u306e\u3088\u3046\u306a\u4e00\u89a7\u304b\u3089\u9078\u3073\u307e\u3059\u3002**\u81ea\u7531\u306b\u66f8\u3044\u305f\u6587\u3060\u3051\u3067\u691c\u7d22\u3059\u308b\u3068\u3001\u304a\u5ba2\u69d8\u306e\u8a00\u8449\u306b\u5f15\u3063\u3071\u3089\u308c\u3066\u3001\u5225\u306e\u7de8\u306e\u6761\u304c\u5f53\u305f\u308b\u304b\u3089\u3067\u3059\u3002**\n\n**\u4e8b\u60c5\u3092\u8db3\u3057\u3066\u554f\u3044\u76f4\u3059\u3068\u304d\u306f\u3001\u540c\u3058\u4f1a\u8a71\u3068\u3057\u3066\u7d9a\u3051\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u524d\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306e ID \u3092\u6e21\u3059\u3068\u7d9a\u304d\u3068\u3057\u3066\u554f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u300c\u907a\u8a00\u66f8\u304c\u3042\u308b\u300d\u300c\u4ee3\u7406\u4eba\u306f\u540c\u5c45\u306e\u5bb6\u65cf\u300d\u3068\u8db3\u3059\u3068\u3001**\u6761\u4ef6\u306b\u5408\u3046\u6761\u306b\u7d5e\u3063\u305f\u7b54\u3048\u304c\u51fa\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7a93\u53e3\u306e\u7533\u3057\u51fa | \u624b\u7d9a\u306e\u7a2e\u985e\u3001\u4e8b\u60c5\u306e\u6587\uff08\u540d\u524d\u30fb\u53e3\u5ea7\u756a\u53f7\u3092\u5165\u308c\u306a\u3044\uff09\u3001\u5e97\u306e\u756a\u53f7\u3001\u8077\u54e1\u306e\u5f79\u8077 | \u7a93\u53e3\u306e\u753b\u9762 |\n| \u4e8b\u52d9\u53d6\u6271\u8981\u9818 | \u7de8\u30fb\u7ae0\u30fb\u6761\u3054\u3068\u306e\u6587\u3001\u6761\u306e\u7248\u3001\u65bd\u884c\u65e5\u3001\u5ec3\u6b62\u65e5 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2 |\n| \u4e8b\u52d9\u9023\u7d61 | \u6539\u5b9a\u3057\u305f\u6761\u3001\u65b0\u3057\u3044\u7248\u3001\u65bd\u884c\u65e5 | \u672c\u90e8\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0 |\n| \u7167\u4f1a\u306e\u8a18\u9332 | \u624b\u7d9a\u306e\u7a2e\u985e\u3001\u8cea\u554f\u3001\u672c\u90e8\u306e\u56de\u7b54\u3001\u56de\u7b54\u3057\u305f\u65e5\u3001**\u6839\u62e0\u306b\u3057\u305f\u6761\u3068\u7248**\u3001**\u500b\u5225\u306e\u5224\u65ad\u304b\u3069\u3046\u304b** | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306e\u300c\u6839\u62e0\u306b\u3057\u305f\u6761\u3068\u7248\u300d\u3068\u300c\u500b\u5225\u306e\u5224\u65ad\u304b\u3069\u3046\u304b\u300d\u306e2\u3064\u3067\u3059\u3002** \u4eca\u5f8c\u306e\u56de\u7b54\u306f\u3001\u4e8b\u52d9\u90e8\u304c\u56de\u7b54\u3092\u767b\u9332\u3059\u308b\u3068\u304d\u306b\u5fc5\u305a\u5165\u308c\u307e\u3059\u3002**8\u5e74\u5206\u306e\u904e\u53bb\u306e\u8a18\u9332\u306f\u3001\u65b0\u3057\u3044\u3082\u306e\u304b\u3089\u9806\u306b\u3001\u4e8b\u52d9\u90e8\u306e\u7d4c\u9a13\u8005\u304c\u4ed8\u3051\u76f4\u3057\u307e\u3059\u3002** \u4ed8\u3051\u76f4\u3057\u3066\u3044\u306a\u3044\u8a18\u9332\u306f\u300c\u6839\u62e0\u4e0d\u660e\u300d\u3068\u3057\u3066\u6271\u3044\u3001\u7b54\u3048\u306e\u6839\u62e0\u306b\u3082\u3001\u4e00\u89a7\u306e\u4e0a\u306e\u65b9\u306b\u3082\u51fa\u3057\u307e\u305b\u3093\u3002\n\n**\u7167\u4f1a\u306e\u8a18\u9332\u304b\u3089\u306f\u3001\u304a\u5ba2\u69d8\u306e\u540d\u524d\u3001\u53e3\u5ea7\u756a\u53f7\u3001\u5e97\u306e\u62c5\u5f53\u8005\u306e\u540d\u524d\u3092\u5916\u3057\u3066\u5165\u308c\u307e\u3059\u3002** \u691c\u7d22\u306b\u8981\u308b\u306e\u306f\u624b\u7d9a\u306e\u7a2e\u985e\u3068\u4e8b\u60c5\u3068\u56de\u7b54\u3067\u3001**\u3069\u306e\u304a\u5ba2\u69d8\u306e\u4ef6\u3060\u3063\u305f\u304b\u306f\u8981\u308a\u307e\u305b\u3093\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8981\u9818 | \u7de8\u306e PDF \u3092\u3001\u6761\u3054\u3068\u306e\u6587\u66f8\u306b\u5206\u3051\u3066 Cloud Storage \u3078\u5199\u3059 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4e2d\u8eab |\n| \u7167\u4f1a\u306e\u8a18\u9332 | \u4e8b\u52d9\u90e8\u306e\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u66f8\u304d\u51fa\u3057\u30021\u4ef6\u30921\u3064\u306e\u6587\u66f8\u306b | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4e2d\u8eab |\n| \u4e8b\u52d9\u9023\u7d61 | \u6539\u5b9a\u3057\u305f\u6761\u3068\u7248\u306e\u4e00\u89a7 | \u73fe\u884c\u306e\u7248\u306e\u5224\u5b9a\u3068\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306e\u5370 |\n| \u7b54\u3048\u3068\u4e00\u89a7 | answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54 | \u7a93\u53e3\u306e\u753b\u9762 |\n\n**\u8981\u9818\u306f\u3001\u6761\u3054\u3068\u306b1\u3064\u306e\u6587\u66f8\u306b\u5206\u3051\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u7de8\u30fb\u6761\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u5ec3\u6b62\u65e5\u3092\u6301\u305f\u305b\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u975e\u69cb\u9020\u306e\u30c7\u30fc\u30bf\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines\uff08NDJSON\uff09\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u3001\u5404\u884c\u306b `id`\u3001`structData`\uff08\u307e\u305f\u306f `jsonData`\uff09\u3001Cloud Storage \u306e\u6587\u66f8\u3092\u6307\u3059 `content` \u306e `mimeType` \u3068 `uri` \u3092\u6301\u305f\u305b\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u30021\u3064\u306e\u6761\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e1\u884c\u306b\u3057\u307e\u3059\u3002\n\n```json\n{\"id\": \"yoryo-12-034-v7\",\n \"structData\": {\"doc_kind\": \"rule\", \"procedure\": \"inherit\",\n                \"volume\": \"12 \u76f8\u7d9a\", \"clause\": \"12-34\", \"rule_ver\": \"v7\",\n                \"effective_from\": \"2026-04-01\", \"effective_to\": \"9999-12-31\",\n                \"audience\": \"teller\"},\n \"content\": {\"mimeType\": \"application\/pdf\", \"uri\": \"gs:\/\/<bucket>\/rule\/12\/12-34_v7.pdf\"}}\n```\n\n**\u7167\u4f1a\u306e\u8a18\u9332\u306f `doc_kind` \u3092 `inquiry` \u306b\u3057\u3001\u6839\u62e0\u306e\u6761\uff08`basis_clause`\uff09\u3068\u7248\uff08`basis_ver`\uff09\u3001\u56de\u7b54\u306e\u72b6\u614b\uff08`answer_state`\uff09\u3092\u6301\u305f\u305b\u307e\u3059\u3002** `answer_state` \u306f `current`\uff08\u6839\u62e0\u306e\u6761\u304c\u73fe\u884c\u306e\u307e\u307e\uff09\u3001`superseded`\uff08\u56de\u7b54\u306e\u5f8c\u306b\u6839\u62e0\u306e\u6761\u304c\u6539\u5b9a\u3055\u308c\u305f\uff09\u3001`exception`\uff08\u500b\u5225\u306e\u5224\u65ad\uff09\u3001`unknown`\uff08\u6839\u62e0\u4e0d\u660e\uff09\u306e4\u3064\u3067\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u53d6\u308a\u8fbc\u3081\u308b\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u3001\u4e00\u5ea6\u306b100,000\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u53d6\u308a\u8fbc\u3081\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u8981\u9818\u306e PDF \u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u6587\u66f8\u306e\u5206\u5272\u3068\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u89e3\u6790\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u89e3\u6790\u306f PDF \u306e\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5fc5\u8981\u66f8\u985e\u306f\u8868\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001**\u8868\u306e\u8aac\u660e\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\u3082\u6709\u52b9\u306b\u3057\u307e\u3059\u3002** \u5206\u5272\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u3042\u3068\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u305a\u3001**\u898b\u51fa\u3057\u3092\u5404\u30c1\u30e3\u30f3\u30af\u306b\u4ed8\u3051\u308b `includeAncestorHeadings` \u306f\u65e2\u5b9a\u3067\u7121\u52b9**\u3067\u3059\u3002\u6761\u306e\u898b\u51fa\u3057\u304c\u672c\u6587\u304b\u3089\u96e2\u308c\u306a\u3044\u3088\u3046\u3001\u4f5c\u308b\u3068\u304d\u306b\u6709\u52b9\u306b\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u6570\u5b57\u306e\u4e26\u3073\u3092\u4f0f\u305b\u308b** \u2026 \u4e8b\u60c5\u306e\u6587\u304b\u3089\u30017\u6841\u4ee5\u4e0a\u306e\u6570\u5b57\u306e\u4e26\u3073\uff08\u53e3\u5ea7\u756a\u53f7\u30fb\u96fb\u8a71\u756a\u53f7\uff09\u3092 `\uff0a` \u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n2. **\u540d\u524d\u306e\u5165\u529b\u3092\u6b62\u3081\u308b** \u2026 \u753b\u9762\u306b\u300c\u540d\u524d\u306f\u5165\u308c\u306a\u3044\u300d\u3068\u51fa\u3057\u3001\u656c\u79f0\u306e\u4ed8\u3044\u305f\u8a9e\u304c\u3042\u308c\u3070\u9001\u4fe1\u306e\u524d\u306b\u8077\u54e1\u306b\u78ba\u304b\u3081\u307e\u3059\n3. **\u7de8\u306e\u7279\u5b9a** \u2026 \u624b\u7d9a\u306e\u7a2e\u985e\u304b\u3089\u3001\u691c\u7d22\u3059\u308b\u7de8\u306e\u5019\u88dc\u3092\u6c7a\u3081\u307e\u3059\uff08\u300c\u6255\u623b\u3057\uff08\u4ee3\u7406\u4eba\uff09\u300d\u306a\u3089\u6255\u623b\u3057\u30fb\u53d6\u5f15\u6642\u78ba\u8a8d\u30fb\u4ee3\u7406\u4eba\u306e\u5c4a\u51fa\u306e\u7de8\uff09\n4. **\u73fe\u884c\u306e\u7248\u306e\u6761\u4ef6** \u2026 \u4eca\u65e5\u306e\u65e5\u4ed8\u3067\u3001\u65bd\u884c\u65e5\u304c\u4eca\u65e5\u4ee5\u524d\u3067\u5ec3\u6b62\u65e5\u304c\u4eca\u65e5\u3088\u308a\u5f8c\u306e\u6761\u306b\u7d5e\u308b\u6761\u4ef6\u3092\u7d44\u307f\u7acb\u3066\u307e\u3059\n5. **\u7167\u4f1a\u306e\u8a18\u9332\u306e\u6761\u4ef6** \u2026 \u540c\u3058\u624b\u7d9a\u306e\u7a2e\u985e\u3067\u3001`answer_state` \u304c `unknown` \u4ee5\u5916\u306e\u8a18\u9332\u306b\u7d5e\u308a\u307e\u3059\n\n**4\u756a\u76ee\u306e\u5ec3\u6b62\u65e5\u306f\u3001\u7a7a\u306b\u305b\u305a `9999-12-31` \u3092\u5165\u308c\u3066\u304a\u304d\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u65e5\u4ed8\u306e\u9805\u76ee\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3067\u3001`<=` \u3084 `>=` \u3067\u6bd4\u3079\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7a7a\u306e\u9805\u76ee\u306f\u6bd4\u3079\u3089\u308c\u306a\u3044\u306e\u3067\u3001**\u300c\u307e\u3060\u5ec3\u6b62\u3055\u308c\u3066\u3044\u306a\u3044\u300d\u3092\u9060\u3044\u65e5\u4ed8\u3067\u8868\u3057\u307e\u3059\u3002**\n\n\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff08\u516c\u5f0f\u30da\u30fc\u30b8\u306e\u66f8\u304d\u65b9\u306b\u3088\u308b\uff09\u3002\n\n```\nfilter\uff08\u6848\u5185\u3059\u308b\u6271\u3044\uff09:\n  doc_kind: ANY(\"rule\")\n  AND procedure: ANY(\"proxy_withdraw\", \"kyc\", \"proxy_notice\")\n  AND effective_from <= \"2026-10-28\" AND effective_to > \"2026-10-28\"\nfilter\uff08\u904e\u53bb\u306e\u7167\u4f1a\u306e\u4e00\u89a7\uff09:\n  doc_kind: ANY(\"inquiry\")\n  AND procedure: ANY(\"proxy_withdraw\")\n  AND answer_state: ANY(\"current\", \"superseded\", \"exception\")\n```\n\n\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`ANY` \u306f\u6307\u5b9a\u3057\u305f\u5024\u306e\u3069\u308c\u304b\u306b\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u3068\u304d\u306b\u771f\u306b\u306a\u308a\u3001`AND`\u30fb`OR` \u3067\u3064\u306a\u3052\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306e\u753b\u9762\u3067\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u306b\u3057\u3066\u304a\u304f**\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u4e00\u89a7\u306e\u5074\u306f\u3001\u65b0\u3057\u3044\u56de\u7b54\u3092\u4e0a\u306b\u51fa\u3057\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u65e5\u4ed8\u306e\u9805\u76ee\u306b `FRESHNESS` \u306e\u578b\u306e\u4e0a\u3052\u4e0b\u3052\u3092\u639b\u3051\u3089\u308c\u3001`7D` \u3084 `30D` \u306e\u3088\u3046\u306a\u671f\u9593\u306e\u533a\u5207\u308a\u3067\u91cd\u307f\u3092\u5909\u3048\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u56de\u7b54\u3057\u305f\u65e5\uff08`answered_at`\uff09\u306b\u639b\u3051\u3001**8\u5e74\u524d\u306e\u56de\u7b54\u304c\u5148\u6708\u306e\u56de\u7b54\u3088\u308a\u4e0a\u306b\u6765\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u305d\u306e\u3046\u3048\u3067\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c `answer_state` \u306e\u9806\uff08`current` \u2192 `exception` \u2192 `superseded`\uff09\u306b\u4e26\u3079\u76f4\u3057\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u73fe\u884c\u306e\u8981\u9818\u306e\u6761\u304b\u3089\u3001\u305d\u306e\u624b\u7d9a\u306e\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u3092\u3001\u8981\u9818\u306e\u8a00\u8449\u3068\u9806\u756a\u306e\u307e\u307e\u5f15\u7528\u4ed8\u304d\u3067\u77ed\u304f\u307e\u3068\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u304a\u5ba2\u69d8\u306e\u4e8b\u60c5\u306b\u5f53\u3066\u306f\u3081\u305f\u7d50\u8ad6\u306f\u51fa\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u8fd4\u3055\u305b\u308b\u3082\u306e | \u4e2d\u8eab | \u8fd4\u305b\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u6271\u3044 | \u53d7\u3051\u4ed8\u3051\u3066\u3088\u3044\u624b\u7d9a\u306e\u7bc4\u56f2\u3001\u53d7\u4ed8\u306e\u9806\u5e8f | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u8981\u9818\u306b\u8a18\u8f09\u306a\u3057\u300d |\n| \u5fc5\u8981\u66f8\u985e | \u66f8\u985e\u306e\u540d\u524d\u3001\u539f\u672c\u304b\u5199\u3057\u304b\u3001\u6709\u52b9\u671f\u9650\u306e\u5b9a\u3081 | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u5fc5\u8981\u66f8\u985e\u306e\u8a18\u8f09\u306a\u3057\u300d |\n| \u5f79\u5e2d\u8005\u306e\u78ba\u8a8d\u304c\u8981\u308b\u65e8 | \u300c\u5f79\u5e2d\u8005\u306e\u627f\u8a8d\u3092\u5f97\u308b\u300d\u306a\u3069\u306e\u8a18\u8f09 | \u539f\u6587\u306e\u307e\u307e\u5f15\u7528\u3059\u308b |\n| \u672c\u90e8\u3078\u306e\u7167\u4f1a\u3092\u6c42\u3081\u308b\u8a18\u8f09 | \u300c\u4e8b\u52d9\u90e8\u306b\u7167\u4f1a\u3059\u308b\u300d\u306a\u3069\u306e\u8a18\u8f09 | \u539f\u6587\u306e\u307e\u307e\u5f15\u7528\u3059\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u304a\u5ba2\u69d8\u306e\u4e8b\u60c5\u306b\u5f53\u3066\u306f\u3081\u3066\u300c\u53d7\u3051\u4ed8\u3051\u3089\u308c\u307e\u3059\u300d\u3068\u66f8\u304f | \u5224\u65ad\u306f\u8077\u54e1\u3068\u5f79\u5e2d\u8005\u304c\u884c\u3046 |\n| \u904e\u53bb\u306e\u7167\u4f1a\u306e\u56de\u7b54\u3092\u3001\u6271\u3044\u3068\u3057\u3066\u66f8\u304f | \u56de\u7b54\u306f\u7248\u304c\u53e4\u3044\u304b\u3001\u500b\u5225\u306e\u5224\u65ad\u306e\u3053\u3068\u304c\u3042\u308b |\n| \u53d6\u5f15\u6642\u78ba\u8a8d\u304c\u6e08\u3093\u3060\u304b\u3092\u66f8\u304f | \u78ba\u8a8d\u306e\u65b9\u6cd5\u3068\u7d50\u679c\u306f\u7a93\u53e3\u3068\u5f79\u5e2d\u8005\u304c\u898b\u308b |\n| \u8981\u9818\u306b\u7121\u3044\u66f8\u985e\u3092\u8db3\u3059 | \u8db3\u3057\u305f\u66f8\u985e\u3092\u304a\u5ba2\u69d8\u304c\u7528\u610f\u3057\u3066\u304f\u308b\u3053\u3068\u306b\u306a\u308b |\n| \u66f8\u985e\u306e\u6709\u52b9\u671f\u9650\u3092\u8a08\u7b97\u3059\u308b | \u671f\u9650\u306e\u6570\u3048\u65b9\u306f\u8981\u9818\u306e\u539f\u6587\u3067\u78ba\u304b\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u300c\u3053\u306e\u5834\u5408\u306f\u53d7\u3051\u4ed8\u3051\u3089\u308c\u307e\u3059\u304b\u300d\u306f\u3001\u7a93\u53e3\u3067\u3044\u3061\u3070\u3093\u591a\u304f\u8abf\u3079\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002**\u7b54\u3048\u304c\u300c\u53d7\u3051\u4ed8\u3051\u3089\u308c\u307e\u3059\u300d\u3068\u66f8\u304f\u3068\u3001\u8077\u54e1\u304c\u305d\u306e\u307e\u307e\u304a\u5ba2\u69d8\u306b\u4f1d\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u7b54\u3048\u306f\u8981\u9818\u306e\u8a18\u8f09\u3092\u5f15\u7528\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u306b\u3057\u3001\u53d7\u3051\u4ed8\u3051\u308b\u304b\u306f\u8077\u54e1\u3068\u5f79\u5e2d\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u3067\u306f\u3001\u56de\u7b54\u306e\u53e3\u8abf\u3084\u8a73\u3057\u3055\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u524d\u7f6e\u304d\uff08preamble\uff09\u3067\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u524d\u7f6e\u304d\u306f\u56de\u7b54\u306e\u8cea\u306b\u5927\u304d\u304f\u5f71\u97ff\u3057\u3046\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u524d\u7f6e\u304d\u3092\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n```\n\u3042\u306a\u305f\u306f\u4fe1\u7528\u91d1\u5eab\u306e\u55b6\u696d\u5e97\u306e\u7a93\u53e3\u306e\u8077\u54e1\u306e\u305f\u3081\u306e\u3001\u4e8b\u52d9\u53d6\u6271\u8981\u9818\u306e\u8cc7\u6599\u4fc2\u3067\u3059\u3002\n\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u4e8b\u52d9\u53d6\u6271\u8981\u9818\u306e\u6761\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u6b21\u306e\u9806\u3067\u77ed\u304f\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n1. \u6271\u3044\uff08\u53d7\u3051\u4ed8\u3051\u3066\u3088\u3044\u624b\u7d9a\u306e\u7bc4\u56f2\u3068\u3001\u53d7\u4ed8\u306e\u9806\u5e8f\uff09\n2. \u5fc5\u8981\u66f8\u985e\uff08\u66f8\u985e\u306e\u540d\u524d\u3001\u539f\u672c\u304b\u5199\u3057\u304b\u3001\u6709\u52b9\u671f\u9650\u306e\u5b9a\u3081\uff09\n3. \u5f79\u5e2d\u8005\u306e\u78ba\u8a8d\u304c\u8981\u308b\u65e8\u306e\u8a18\u8f09\n4. \u672c\u90e8\u3078\u306e\u7167\u4f1a\u3092\u6c42\u3081\u308b\u8a18\u8f09\n\n\u5b88\u308b\u3053\u3068\uff1a\n- \u8981\u9818\u306e\u8a00\u8449\u3068\u9806\u756a\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u8a00\u3044\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u304a\u5ba2\u69d8\u306e\u4e8b\u60c5\u306b\u5f53\u3066\u306f\u3081\u3066\u3001\u53d7\u3051\u4ed8\u3051\u3089\u308c\u308b\u30fb\u53d7\u3051\u4ed8\u3051\u3089\u308c\u306a\u3044\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8981\u9818\u306b\u7121\u3044\u66f8\u985e\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u5ff5\u306e\u305f\u3081\u300d\u306e\u66f8\u985e\u3082\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u306e\u6709\u52b9\u671f\u9650\u306f\u3001\u539f\u6587\u306e\u66f8\u304d\u65b9\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u65e5\u4ed8\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u53d6\u5f15\u6642\u78ba\u8a8d\u304c\u6e08\u3093\u3060\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u898b\u3064\u304b\u3089\u306a\u3044\u9805\u76ee\u306f\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6761\u306e\u756a\u53f7\u3068\u7248\u3092\u3001\u5404\u9805\u76ee\u306e\u672b\u5c3e\u306b\u62ec\u5f27\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u3053\u3068\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u6761\u306e\u756a\u53f7\u3068\u7248\u3092\u672b\u5c3e\u306b\u66f8\u304f\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u8077\u54e1\u304c\u6848\u5185\u306e\u524d\u306b\u539f\u6587\u3092\u958b\u304f\u304b\u3089\u3067\u3059\u3002** \u756a\u53f7\u304c\u898b\u3048\u308c\u3070\u3001\u673a\u306e\u4e0a\u306e\u5370\u5237\u306e\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u306b\u3082\u6c17\u3065\u3051\u307e\u3059\u3002\n\n**\u3042\u308f\u305b\u3066\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u3092\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| \u5f15\u7528\uff08`includeCitations`\uff09 | \u6709\u52b9 | \u6587\u3054\u3068\u306b\u51fa\u5178\u3092\u793a\u3055\u305b\u308b\u3002\u65e2\u5b9a\u306f\u7121\u52b9 |\n| \u95a2\u9023\u6027\u306e\u4f4e\u3044\u5185\u5bb9\u306e\u7121\u8996\uff08`ignoreLowRelevantContent`\uff09 | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u6761\u304b\u3089\u7121\u7406\u306b\u7b54\u3048\u3055\u305b\u306a\u3044 |\n| \u6839\u62e0\u306e\u652f\u6301\u306b\u3088\u308b\u7d5e\u308a\u8fbc\u307f\uff08`groundingSpec` \u306e `filteringLevel`\uff09 | `FILTERING_LEVEL_HIGH` \u304b\u3089\u8a66\u3059 | \u652f\u3048\u306e\u5f31\u3044\u7b54\u3048\u3092\u5916\u3059\u3002\u672a\u8a2d\u5b9a\u3060\u3068\u7d5e\u308a\u8fbc\u307f\u304c\u639b\u304b\u3089\u306a\u3044 |\n| \u56de\u7b54\u306e\u8a00\u8a9e\uff08`answerLanguageCode`\uff09 | `ja` | \u65e5\u672c\u8a9e\u3067\u7b54\u3048\u3055\u305b\u308b |\n| \u7d5e\u308a\u8fbc\u307f\uff08`filter`\uff09 | \u524d\u51e6\u7406\u3067\u7d44\u307f\u7acb\u3066\u305f\u6848\u5185\u3059\u308b\u6271\u3044\u306e\u6761\u4ef6 | \u73fe\u884c\u306e\u7248\u306e\u8981\u9818\u306e\u6761\u3060\u3051 |\n\n\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u652f\u6301\u304c\u57fa\u6e96\u306b\u5c4a\u304b\u306a\u3044\u7b54\u3048\u306f\u8fd4\u3055\u308c\u305a\u3001\u7406\u7531\u3068\u3057\u3066 `LOW_GROUNDED_CONTENT` \u304c\u8fd4\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5f15\u7528\u306e\u4f4d\u7f6e\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u5358\u4f4d**\u306a\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u7b54\u3048\u306b\u6761\u306e\u756a\u53f7\u3092\u5dee\u3057\u8fbc\u3080\u3068\u304d\u306f\u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u76f4\u3057\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u30012\u3064\u306e\u547c\u3073\u51fa\u3057\u306e\u5fdc\u7b54\u3092\u6b21\u306e\u5f62\u306b\u305d\u308d\u3048\u3066\u7a93\u53e3\u306e\u753b\u9762\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"lookup_id\": \"\",\n  \"branch_code\": \"\",\n  \"procedure\": \"\",\n  \"situation_text\": \"\",\n  \"answer_for_counter\": \"\",\n  \"skipped_reason\": \"\",\n  \"citations\": [\n    { \"sentence\": \"\", \"doc_id\": \"\", \"clause\": \"\", \"rule_ver\": \"\", \"quote\": \"\" }\n  ],\n  \"needs_officer\": false,\n  \"past_inquiries\": [\n    { \"inquiry_id\": \"\", \"answered_at\": \"\", \"question\": \"\", \"answer\": \"\",\n      \"basis_clause\": \"\", \"basis_ver\": \"\",\n      \"answer_state\": \"current | superseded | exception\" }\n  ],\n  \"inquiry_draft\": \"\",\n  \"session_id\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`answer_for_counter` \u3068 `past_inquiries` \u3092\u5206\u3051\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u304a\u5ba2\u69d8\u306b\u6848\u5185\u3059\u308b\u6271\u3044\u3068\u3001\u904e\u53bb\u306e\u7167\u4f1a\u306e\u56de\u7b54\u304c\u3001**\u753b\u9762\u306e\u5225\u306e\u67a0\u306b\u51fa\u307e\u3059\u3002** \u8077\u54e1\u304c\u904e\u53bb\u306e\u56de\u7b54\u3092\u3044\u307e\u306e\u6271\u3044\u3068\u3057\u3066\u8aad\u307f\u4e0a\u3052\u308b\u53d6\u308a\u9055\u3048\u3092\u3001\u753b\u9762\u306e\u4f5c\u308a\u3067\u9632\u304e\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`answer_state` \u3067\u56de\u7b54\u306e\u5370\u3092\u51fa\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `superseded` \u306f\u7070\u8272\u306b\u3057\u3066\u300c\u56de\u7b54\u306e\u5f8c\u306b\u7b2c12-34\u6761\u304c v6 \u304b\u3089 v7 \u306b\u6539\u5b9a\u300d\u3068\u51fa\u3057\u3001`exception` \u306f\u300c\u500b\u5225\u306e\u5224\u65ad\u3002\u524d\u4f8b\u306b\u3057\u306a\u3044\u300d\u3068\u51fa\u3057\u307e\u3059\u3002**\u6d88\u3055\u305a\u306b\u898b\u305b\u308b\u306e\u306f\u3001\u672c\u90e8\u3078\u306e\u7167\u4f1a\u306b\u524d\u306e\u56de\u7b54\u3092\u6dfb\u3048\u308b\u305f\u3081\u3067\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`needs_officer` \u3092\u7b54\u3048\u3068\u5225\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u5f15\u7528\u3057\u305f\u6761\u306b\u300c\u5f79\u5e2d\u8005\u306e\u627f\u8a8d\u300d\u306e\u8a18\u8f09\u304c\u3042\u308b\u304b\u3001\u624b\u7d9a\u304c\u76f8\u7d9a\u30fb\u5f8c\u898b\u30fb\u53d6\u5f15\u6642\u78ba\u8a8d\u306a\u3089\u771f\u306b\u3057\u3001**\u753b\u9762\u306e\u4e0a\u306b\u300c\u5f79\u5e2d\u8005\u306b\u56de\u3059\u300d\u3092\u51fa\u3057\u307e\u3059\u3002**\n\n**`inquiry_draft` \u306f\u3001\u7b54\u3048\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u3084\u3001\u5370\u306e\u4ed8\u3044\u305f\u56de\u7b54\u3057\u304b\u7121\u3044\u3068\u304d\u306b\u57cb\u3081\u307e\u3059\u3002** \u624b\u7d9a\u306e\u7a2e\u985e\u3001\u4e8b\u60c5\u3001\u8abf\u3079\u305f\u6761\u306e\u756a\u53f7\u3001\u898b\u3064\u304b\u3063\u305f\u904e\u53bb\u306e\u56de\u7b54\u306e\u756a\u53f7\u3092\u4e26\u3079\u305f\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3067\u3059\u3002**\u4e8b\u52d9\u90e8\u306f\u3001\u5e97\u304c\u3069\u3053\u307e\u3067\u8abf\u3079\u305f\u304b\u3092\u8aad\u3093\u3067\u7b54\u3048\u3089\u308c\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7a93\u53e3\u306e\u753b\u9762 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e API | \u7533\u3057\u51fa\u306e\u53d7\u3051\u53d6\u308a\u3068\u7d50\u679c\u306e\u8868\u793a |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9\u306e API | \u7b54\u3048\u3001\u5f15\u7528\u3001\u904e\u53bb\u306e\u7167\u4f1a\u306e\u4e00\u89a7 |\n| Cloud Storage | \u8981\u9818\u306e\u6761\u3068\u7167\u4f1a\u306e\u8a18\u9332\u306e\u5199\u3057 | \u5f15\u7528\u3057\u305f\u7b87\u6240\u306e\u539f\u6587\u306e\u8868\u793a |\n| \u7167\u4f1a\u306e\u8a18\u9332 | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057 | \u65b0\u3057\u3044\u56de\u7b54\u306e\u8ffd\u52a0\u3068\u3001\u5370\u306e\u4ed8\u3051\u76f4\u3057 |\n| \u4e8b\u52d9\u9023\u7d61 | \u6539\u5b9a\u306e\u4e00\u89a7\u306e\u767b\u9332 | \u73fe\u884c\u306e\u7248\u3068\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306e\u5370 |\n\n**\u7167\u4f1a\u7968\u306f\u3001\u3044\u307e\u3069\u304a\u308a\u4e8b\u52d9\u90e8\u306e\u53d7\u4ed8\u306b\u9001\u308a\u307e\u3059\u3002** \u753b\u9762\u306e\u4e0b\u66f8\u304d\u3092\u8077\u54e1\u304c\u76f4\u3057\u3066\u9001\u308b\u5f62\u306b\u3057\u3001**\u9001\u308b\u304b\u3069\u3046\u304b\u306f\u8077\u54e1\u304c\u6c7a\u3081\u307e\u3059\u3002** \u4e8b\u52d9\u90e8\u306f\u56de\u7b54\u3092\u7167\u4f1a\u306e\u8a18\u9332\u306b\u767b\u9332\u3059\u308b\u3068\u304d\u306b\u3001\u6839\u62e0\u306e\u6761\u3068\u7248\u3001\u500b\u5225\u306e\u5224\u65ad\u304b\u3069\u3046\u304b\u3092\u5165\u308c\u307e\u3059\u3002**\u3053\u306e\u5165\u529b\u304c\u3001\u6b21\u306e\u5e97\u306e\u691c\u7d22\u306e\u8cea\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u591c\u9593\u306e\u51e6\u7406\u306f\u3001\u4e8b\u52d9\u9023\u7d61\u306e\u6539\u5b9a\u306e\u4e00\u89a7\u3092\u8aad\u307f\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306e `basis_clause` \u3068\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\u3002** \u6839\u62e0\u306e\u6761\u306e\u73fe\u884c\u306e\u7248\u304c `basis_ver` \u3088\u308a\u65b0\u3057\u304f\u3001\u6539\u5b9a\u306e\u65bd\u884c\u65e5\u304c\u56de\u7b54\u3057\u305f\u65e5\u3088\u308a\u5f8c\u306a\u3089\u3001`answer_state` \u3092 `superseded` \u306b\u66f8\u304d\u63db\u3048\u3001**\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5dee\u3057\u66ff\u3048\u3066\u53d6\u308a\u8fbc\u307f\u76f4\u3057\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u6761\u306e\u756a\u53f7\u3068\u7248\u3092\u898b\u308b** \u2026 \u753b\u9762\u306b\u51fa\u305f\u6761\u306e\u756a\u53f7\u3068\u7248\u304c\u3001\u624b\u7d9a\u306e\u7a2e\u985e\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n2. **\u5f79\u5e2d\u8005\u306e\u5370\u3092\u898b\u308b** \u2026 \u5370\u304c\u3042\u308c\u3070\u3001\u6848\u5185\u3059\u308b\u524d\u306b\u5f79\u5e2d\u8005\u306b\u56de\u3057\u307e\u3059\n3. **\u5f15\u7528\u306e\u539f\u6587\u3092\u898b\u3066\u6848\u5185\u3059\u308b** \u2026 \u5fc5\u8981\u66f8\u985e\u306f\u3001\u8981\u9818\u306e\u8a00\u8449\u306e\u307e\u307e\u6848\u5185\u3057\u307e\u3059\n4. **\u904e\u53bb\u306e\u56de\u7b54\u306e\u5370\u3092\u898b\u308b** \u2026 `superseded` \u3068 `exception` \u306e\u56de\u7b54\u3092\u3001\u3044\u307e\u306e\u6271\u3044\u3068\u3057\u3066\u4f1d\u3048\u307e\u305b\u3093\n5. **\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7167\u4f1a\u3059\u308b** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u672c\u90e8\u306b\u7167\u4f1a\u3057\u3001\u304a\u5ba2\u69d8\u306b\u6298\u308a\u8fd4\u3057\u306e\u6642\u671f\u3092\u4f1d\u3048\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u76f8\u7d9a\u30fb\u5f8c\u898b\u30fb\u4ee3\u7406\u4eba\u306e\u6255\u623b\u3057\u306f\u3001**\u8ab0\u306b\u6255\u3044\u623b\u3059\u304b\u3092\u8aa4\u308b\u3068\u53d6\u308a\u623b\u305b\u306a\u3044\u624b\u7d9a\u3067\u3059\u3002** \u5f15\u7528\u304c\u6b63\u3057\u304f\u3066\u3082\u3001\u53d7\u3051\u4ed8\u3051\u308b\u304b\u306f\u5f79\u5e2d\u8005\u304c\u4e8b\u60c5\u3092\u805e\u3044\u3066\u6c7a\u3081\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u30011,200\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef64\u5206\u3067\u3059\u3002** \u6761\u306e\u756a\u53f7\u3092\u898b\u3066\u3001\u539f\u6587\u3092\u958b\u3044\u3066\u3001\u6848\u5185\u306e\u30e1\u30e2\u3092\u4f5c\u308b\u6642\u9593\u3067\u3059\u3002**\u304a\u5ba2\u69d8\u3092\u5f85\u305f\u305b\u308b\u6642\u9593\u304c\u3001\u8981\u9818\u3092\u63a2\u3059\u6642\u9593\u304b\u3089\u3001\u539f\u6587\u3092\u78ba\u304b\u3081\u308b\u6642\u9593\u306b\u5909\u308f\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u624b\u7d9a\u306e\u7a2e\u985e\u304c\u4e00\u89a7\u306b\u7121\u3044 | \u300c\u305d\u306e\u4ed6\u300d\u3067\u9001\u308a\u3001\u5168\u90e8\u306e\u7de8\u304b\u3089\u63a2\u3059\u3002\u7d50\u679c\u306b\u95a2\u4fc2\u306a\u304f\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3092\u51fa\u3059 |\n| \u7b54\u3048\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\uff08\u652f\u6301\u304c\u4f4e\u3044\uff09 | \u7b54\u3048\u3092\u51fa\u3055\u305a\u3001\u904e\u53bb\u306e\u7167\u4f1a\u306e\u4e00\u89a7\u3068\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3060\u3051\u3092\u51fa\u3059 |\n| \u73fe\u884c\u306e\u7248\u306e\u6761\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u300c\u8981\u9818\u306b\u8a18\u8f09\u306a\u3057\u300d\u3068\u51fa\u3057\u3001\u672c\u90e8\u3078\u306e\u7167\u4f1a\u3092\u4fc3\u3059 |\n| \u904e\u53bb\u306e\u56de\u7b54\u304c `superseded` \u3068 `exception` \u3060\u3051 | \u4e00\u89a7\u306b\u306f\u51fa\u3059\u304c\u3001\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3092\u51fa\u3059 |\n| \u4e8b\u60c5\u306e\u6587\u306b\u540d\u524d\u304c\u6b8b\u3063\u3066\u3044\u308b | \u9001\u4fe1\u306e\u524d\u306b\u6b62\u3081\u3001\u540d\u524d\u3092\u6d88\u3057\u3066\u3082\u3089\u3046 |\n| \u6539\u5b9a\u306e\u65bd\u884c\u65e5\u306e\u524d\u5f8c\u3067\u6271\u3044\u304c\u5206\u304b\u308c\u308b | \u65bd\u884c\u65e5\u304c\u4eca\u65e5\u4ee5\u524d\u306e\u7248\u3060\u3051\u3067\u7b54\u3048\u3001**\u7fcc\u65e5\u4ee5\u964d\u306b\u65bd\u884c\u306e\u7248\u304c\u3042\u308c\u3070\u753b\u9762\u306b\u51fa\u3059** |\n| \u53d6\u5f15\u6642\u78ba\u8a8d\u306b\u95a2\u308f\u308b\u4e0d\u5be9\u306a\u70b9\u304c\u3042\u308b | **\u691c\u7d22\u3092\u5f85\u305f\u305a\u3001\u5f79\u5e2d\u8005\u306b\u77e5\u3089\u305b\u308b\u3002** \u753b\u9762\u306b\u306f\u7406\u7531\u3092\u66f8\u304b\u306a\u3044 |\n| \u691c\u7d22\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u3044\u307e\u3069\u304a\u308a\u8981\u9818\u306e PDF \u3092\u958b\u304d\u3001\u5f79\u5e2d\u8005\u304b\u672c\u90e8\u306b\u805e\u304f |\n\n**6\u884c\u76ee\u306f\u3001\u4e8b\u52d9\u9023\u7d61\u304c\u65bd\u884c\u65e5\u3088\u308a\u524d\u306b\u914d\u3089\u308c\u308b\u305f\u3081\u306b\u8d77\u304d\u307e\u3059\u3002** \u65bd\u884c\u3092\u5f85\u3064\u7248\u304c\u3042\u308b\u6761\u306f\u753b\u9762\u306b\u300c\u3007\u6708\u3007\u65e5\u304b\u3089\u6539\u5b9a\u300d\u3068\u51fa\u3057\u3001**\u6765\u6708\u306b\u624b\u7d9a\u3092\u9032\u3081\u308b\u304a\u5ba2\u69d8\u306b\u4f1d\u3048\u308b\u304b\u3092\u8077\u54e1\u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n**7\u884c\u76ee\u306e\u300c\u753b\u9762\u306b\u7406\u7531\u3092\u66f8\u304b\u306a\u3044\u300d\u306f\u3001\u7a93\u53e3\u306e\u753b\u9762\u304c\u304a\u5ba2\u69d8\u304b\u3089\u898b\u3048\u308b\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u7591\u308f\u3057\u3044\u53d6\u5f15\u306e\u5c4a\u51fa\u306b\u95a2\u308f\u308b\u3053\u3068\u306f\u3001\u7a93\u53e3\u306e\u753b\u9762\u306b\u3082\u691c\u7d22\u306e\u8a18\u9332\u306b\u3082\u66f8\u304b\u305a\u3001**\u3044\u307e\u3069\u304a\u308a\u5f79\u5e2d\u8005\u306b\u53e3\u982d\u3067\u77e5\u3089\u305b\u308b\u6d41\u308c\u306b\u4efb\u305b\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u7533\u3057\u51fa\uff08\u624b\u7d9a\u306e\u7a2e\u985e\u3001\u4e8b\u60c5\u306e\u6587\u3001\u5e97\u306e\u756a\u53f7\u3001\u8077\u54e1\u3001\u65e5\u6642\uff09\n- \u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3001answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\u3001\u5f15\u7528\u3057\u305f\u6761\u3068\u7248\n- \u6848\u5185\u3057\u305f\u3053\u3068\u3068\u3001\u5f79\u5e2d\u8005\u306b\u56de\u3057\u305f\u304b\u3069\u3046\u304b\n- \u9001\u3063\u305f\u7167\u4f1a\u7968\u3068\u3001\u672c\u90e8\u306e\u56de\u7b54\u306e\u7167\u4f1a\u306e\u8a18\u9332\u306e\u756a\u53f7\n- \u591c\u9593\u306e\u51e6\u7406\u3067 `superseded` \u306b\u66f8\u304d\u63db\u3048\u305f\u7167\u4f1a\u306e\u8a18\u9332\u3068\u3001\u305d\u306e\u7406\u7531\u306b\u306a\u3063\u305f\u6539\u5b9a\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3044\u307e\u306f\u6b8b\u3063\u3066\u3044\u306a\u3044\u8a18\u9332\u3067\u3059\u3002** \u3069\u306e\u6539\u5b9a\u3067\u3069\u306e\u56de\u7b54\u304c\u53e4\u304f\u306a\u3063\u305f\u304b\u3092\u3001\u4e8b\u52d9\u90e8\u304c\u8ffd\u3048\u307e\u3059\u3002","minimal_setup":"1. \u904e\u53bb3\u304b\u6708\u306e\u7167\u4f1a\u306e\u8a18\u9332\u304b\u3089\u3001\u3088\u304f\u6765\u308b\u624b\u7d9a\u30925\u7a2e\u985e\u9078\u3076\uff08\u76f8\u7d9a\u3001\u4ee3\u7406\u4eba\u306e\u6255\u623b\u3057\u3001\u6210\u5e74\u5f8c\u898b\u3001\u6c0f\u540d\u306e\u5909\u66f4\u3001\u5916\u56fd\u7c4d\u306e\u53e3\u5ea7\u306e\u958b\u8a2d\u306a\u3069\uff09\n2. \u305d\u306e5\u7a2e\u985e\u306e\u8981\u9818\u306e\u7de8\u3092\u6761\u3054\u3068\u306b\u5206\u3051\u3001\u7248\u3068\u65bd\u884c\u65e5\u3092\u4ed8\u3051\u3066\u3001Vertex AI Search \u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\n3. \u540c\u30585\u7a2e\u985e\u306e\u904e\u53bb\u306e\u7167\u4f1a\u306e\u8a18\u9332\u304b\u308940\u4ef6\u3092\u9078\u3073\u3001\u6839\u62e0\u306e\u6761\u3068\u7248\u3001\u500b\u5225\u306e\u5224\u65ad\u304b\u3069\u3046\u304b\u3092\u4e8b\u52d9\u90e8\u306e\u7d4c\u9a13\u8005\u304c\u4ed8\u3051\u3066\u53d6\u308a\u8fbc\u3080\uff08**\u6539\u5b9a\u306e\u524d\u306e\u56de\u7b54\u3068\u3001\u500b\u5225\u306e\u5224\u65ad\u3092\u5fc5\u305a\u6df7\u305c\u308b**\uff09\n4. 40\u4ef6\u306e\u8cea\u554f\u3092\u554f\u3044\u5408\u308f\u305b\u6587\u306b\u3057\u3001answer \u30e1\u30bd\u30c3\u30c9\u3092\u77ed\u3044\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u547c\u3093\u3067\u3001\u7b54\u3048\u3068\u5f15\u7528\u3092\u898b\u308b\n5. \u7b54\u3048\u306e\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u304c\u3001\u3044\u307e\u306e\u8981\u9818\u3068\u5408\u3046\u304b\u3092\u4e8b\u52d9\u90e8\u304c\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**40\u4ef6\u306e\u3046\u3061\u3001\u6539\u5b9a\u306e\u524d\u306e\u56de\u7b54\u306e\u4e2d\u8eab\u304c\u7b54\u3048\u306b\u51fa\u305f\u4ef6\u6570\u3092\u6700\u521d\u306b\u6570\u3048\u307e\u3059\u3002** 1\u4ef6\u3067\u3082\u3042\u308c\u3070\u3001\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3068 `answer_state` \u306e\u4ed8\u3051\u65b9\u3092\u76f4\u3057\u3066\u304b\u3089\u5148\u3078\u9032\u307f\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u3044\u307e\u306e\u8981\u9818\u3069\u304a\u308a\u306e\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u304c\u3001\u6761\u306e\u756a\u53f7\u4ed8\u304d\u3067\u51fa\u305f | **\u7a93\u53e3\u306e\u753b\u9762\u3068\u591c\u9593\u306e\u5370\u4ed8\u3051\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u6539\u5b9a\u306e\u524d\u306e\u6271\u3044\u3084\u3001\u500b\u5225\u306e\u5224\u65ad\u304c\u7b54\u3048\u306b\u51fa\u305f | \u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3068\u5370\u306e\u4ed8\u3051\u65b9\u3092\u76f4\u3059 |\n| \u5fc5\u8981\u66f8\u985e\u304c\u8868\u304b\u3089\u62fe\u3048\u306a\u3044 | \u8868\u306e\u8aac\u660e\u306e\u8a2d\u5b9a\u3068\u3001\u6761\u306e\u5206\u3051\u65b9\u3092\u898b\u76f4\u3059 |","minimal_setup_short":"5\u7a2e\u985e\u306e\u624b\u7d9a\u306e\u7de8\u306840\u4ef6\u306e\u7167\u4f1a\u306e\u8a18\u9332\u3060\u3051\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u77ed\u3044\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u554f\u3044\u5408\u308f\u305b\u308b \uff0f \u3088\u304f\u6765\u308b\u624b\u7d9a\u306e\u6271\u3044\u3068\u5fc5\u8981\u66f8\u985e\u306e\u691c\u7d22","semi_auto_setup":"\u4e0a\u8a18\uff0b\u8981\u9818\u306e\u5168\u7de8\u3092\u53d6\u308a\u8fbc\u307f\u3001\u7a93\u53e3\u306e\u753b\u9762\u3067\u624b\u7d9a\u306e\u7a2e\u985e\u3092\u9078\u3093\u3067\u554f\u3044\u5408\u308f\u305b\u308b \uff0f \u8981\u9818\u306e\u5168\u4f53\u306e\u691c\u7d22","full_setup":"\u4e0a\u8a18\uff0b\u904e\u53bb\u306e\u7167\u4f1a\u306e\u8a18\u9332\u306e\u4e00\u89a7\u3001\u591c\u9593\u306e\u5370\u4ed8\u3051\u3001\u5f79\u5e2d\u8005\u306e\u5370\u3001\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3064\u306a\u3050 \uff0f \u7533\u3057\u51fa\u304b\u3089\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef610\u5206\u304c7\u5206\u307b\u3069\u306b\u306a\u308a\u307e\u3059\u3002** \u8981\u9818\u3092\u63a2\u3059\u6642\u9593\u306f\u6e1b\u308a\u307e\u3059\u304c\u3001\u4e8b\u52d9\u9023\u7d61\u3067\u6539\u5b9a\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u3068\u3001\u904e\u53bb\u306e\u7167\u4f1a\u3092\u5f79\u5e2d\u8005\u306b\u805e\u304f\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30674\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u9032\u3081\u308b\u524d\u306b\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306e\u6839\u62e0\u306e\u6761\u3068\u7248\u306e\u4ed8\u3051\u65b9\u3092\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u3068\u3001**\u4ed8\u3051\u308b\u4eba\u3054\u3068\u306b\u300c\u500b\u5225\u306e\u5224\u65ad\u300d\u306e\u7dda\u5f15\u304d\u304c\u3070\u3089\u3064\u304d\u3001\u524d\u4f8b\u3068\u3057\u3066\u51fa\u3066\u306f\u3044\u3051\u306a\u3044\u56de\u7b54\u304c\u4e00\u89a7\u306e\u4e0a\u306b\u6765\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u6539\u5b9a\u306e\u524d\u306e\u56de\u7b54\u3092\u3044\u307e\u306e\u6271\u3044\u3068\u3057\u3066\u6848\u5185\u3059\u308b | **\u6839\u62e0\u306e\u6761\u3068\u7248\u3092\u7167\u4f1a\u306e\u8a18\u9332\u306b\u6301\u305f\u305b\u3001\u591c\u3054\u3068\u306b\u5370\u3092\u4ed8\u3051\u76f4\u3059** |\n| \u500b\u5225\u306e\u5224\u65ad\u304c\u524d\u4f8b\u3068\u3057\u3066\u5e83\u307e\u308b | `exception` \u306e\u5370\u3092\u4ed8\u3051\u3001\u7b54\u3048\u306e\u6839\u62e0\u306b\u4f7f\u308f\u306a\u3044 |\n| \u300c\u53d7\u3051\u4ed8\u3051\u3089\u308c\u307e\u3059\u300d\u3068\u7b54\u3048\u306b\u66f8\u304b\u308c\u308b | \u524d\u7f6e\u304d\u3067\u7981\u3058\u3001\u5f79\u5e2d\u8005\u306e\u5370\u3092\u5225\u306b\u51fa\u3059 |\n| \u8981\u9818\u306b\u7121\u3044\u66f8\u985e\u304c\u7b54\u3048\u306b\u8db3\u3055\u308c\u308b | \u524d\u7f6e\u304d\u3067\u7981\u3058\u3001\u5f15\u7528\u306e\u7121\u3044\u6587\u3092\u5916\u3059 |\n| \u5ec3\u6b62\u65e5\u306e\u7121\u3044\u6761\u304c\u7d5e\u308a\u8fbc\u307f\u304b\u3089\u843d\u3061\u308b | \u5ec3\u6b62\u65e5\u3092\u7a7a\u306b\u305b\u305a `9999-12-31` \u3092\u5165\u308c\u308b |\n| 8\u5e74\u524d\u306e\u56de\u7b54\u304c\u4e00\u89a7\u306e\u4e0a\u306b\u6765\u308b | \u56de\u7b54\u3057\u305f\u65e5\u306b\u65b0\u3057\u3055\u306e\u4e0a\u3052\u4e0b\u3052\u3092\u639b\u3051\u3001\u72b6\u614b\u306e\u9806\u3067\u4e26\u3079\u76f4\u3059 |\n| \u5fc5\u8981\u66f8\u985e\u306e\u8868\u304c\u691c\u7d22\u306b\u5f53\u305f\u3089\u306a\u3044 | \u8868\u306e\u8aac\u660e\u306e\u8a2d\u5b9a\u3092\u6709\u52b9\u306b\u3057\u3001\u6761\u3054\u3068\u306b\u5206\u3051\u308b |\n| \u304a\u5ba2\u69d8\u306e\u540d\u524d\u304c\u691c\u7d22\u306b\u5165\u308b | \u753b\u9762\u3067\u6b62\u3081\u3001\u6570\u5b57\u306e\u4e26\u3073\u3092\u4f0f\u305b\u308b |\n| \u6765\u6708\u65bd\u884c\u306e\u6539\u5b9a\u3092\u6848\u5185\u3057\u640d\u306d\u308b | \u65bd\u884c\u3092\u5f85\u3064\u7248\u3092\u753b\u9762\u306b\u51fa\u3059 |\n| \u6839\u62e0\u4e0d\u660e\u306e\u8a18\u9332\u304c\u591a\u304f\u3066\u4e00\u89a7\u304c\u7a7a\u306b\u306a\u308b | \u76f4\u8fd12\u5e74\u5206\u3068\u3088\u304f\u6765\u308b\u624b\u7d9a\u304b\u3089\u4ed8\u3051\u76f4\u3059 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u4e8b\u52d9\u53d6\u6271\u8981\u9818\u3001\u4e8b\u52d9\u9023\u7d61\u3001\u7167\u4f1a\u306e\u8a18\u9332\uff08\u304a\u5ba2\u69d8\u306e\u4e8b\u60c5\u3092\u542b\u3080\uff09\u3001\u7a93\u53e3\u306e\u8077\u54e1\u304c\u5165\u308c\u305f\u4e8b\u60c5\u306e\u6587\u3067\u3059\u3002**\u76f8\u7d9a\u30fb\u5f8c\u898b\u30fb\u4ee3\u7406\u4eba\u306e\u4e8b\u60c5\u306f\u3001\u304a\u5ba2\u69d8\u306e\u5bb6\u65cf\u306e\u72b6\u6cc1\u304c\u5206\u304b\u308b\u60c5\u5831\u306b\u306a\u308a\u307e\u3059\u3002**\n\n1. **\u53d6\u5f15\u6642\u78ba\u8a8d\u306e\u5224\u65ad\u3092\u4eba\u306b\u6b8b\u3059** \u2026 \u72af\u7f6a\u306b\u3088\u308b\u53ce\u76ca\u306e\u79fb\u8ee2\u9632\u6b62\u306b\u95a2\u3059\u308b\u6cd5\u5f8b\u306e\u7b2c4\u6761\u306f\u3001\u7279\u5b9a\u4e8b\u696d\u8005\u304c\u7279\u5b9a\u53d6\u5f15\u3092\u884c\u3046\u306b\u969b\u3057\u3066\u3001\u672c\u4eba\u7279\u5b9a\u4e8b\u9805\u3001\u53d6\u5f15\u3092\u884c\u3046\u76ee\u7684\u3001\u8077\u696d\u3084\u4e8b\u696d\u306e\u5185\u5bb9\u306a\u3069\u306e\u78ba\u8a8d\u3092\u4e3b\u52d9\u7701\u4ee4\u3067\u5b9a\u3081\u308b\u65b9\u6cd5\u3067\u884c\u3046\u3053\u3068\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**\u7b54\u3048\u306f\u8981\u9818\u306e\u8a18\u8f09\u306e\u5f15\u7528\u306b\u3068\u3069\u3081\u3001\u78ba\u8a8d\u304c\u6e08\u3093\u3060\u304b\u306f\u7a93\u53e3\u306e\u8077\u54e1\u3068\u5f79\u5e2d\u8005\u304c\u66f8\u985e\u3092\u898b\u3066\u6c7a\u3081\u307e\u3059**\n2. **\u7591\u308f\u3057\u3044\u53d6\u5f15\u306b\u95a2\u308f\u308b\u3053\u3068\u3092\u753b\u9762\u3068\u8a18\u9332\u306b\u51fa\u3055\u306a\u3044** \u2026 \u540c\u3058\u6cd5\u5f8b\u306e\u7b2c8\u6761\u7b2c4\u9805\u306f\u3001\u7591\u308f\u3057\u3044\u53d6\u5f15\u306e\u5c4a\u51fa\u3092\u884c\u304a\u3046\u3068\u3059\u308b\u3053\u3068\u53c8\u306f\u884c\u3063\u305f\u3053\u3068\u3092\u3001\u9867\u5ba2\u7b49\u3084\u305d\u306e\u95a2\u4fc2\u8005\u306b\u6f0f\u3089\u3057\u3066\u306f\u306a\u3089\u306a\u3044\u3068\u3057\u3066\u3044\u307e\u3059\u3002**\u5c4a\u51fa\u306e\u624b\u9806\u306b\u95a2\u308f\u308b\u8981\u9818\u306e\u7de8\u306f\u3001\u7a93\u53e3\u306e\u753b\u9762\u306e\u691c\u7d22\u306e\u5bfe\u8c61\u306b\u5165\u308c\u305a\u3001\u5225\u306e\u5834\u6240\u3067\u5f79\u5e2d\u8005\u3060\u3051\u304c\u898b\u307e\u3059**\n3. **\u540d\u524d\u3068\u53e3\u5ea7\u756a\u53f7\u3092\u5165\u308c\u306a\u3044** \u2026 \u753b\u9762\u3067\u6b62\u3081\u3001\u7167\u4f1a\u306e\u8a18\u9332\u304b\u3089\u3082\u66f8\u304d\u51fa\u3057\u306e\u6bb5\u3067\u6d88\u3057\u307e\u3059\n4. **\u30c7\u30fc\u30bf\u306e\u7f6e\u304d\u5834\u6240\u3092\u78ba\u304b\u3081\u308b** \u2026 \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u5834\u6240\u306f `global` \u306e\u307b\u304b `us`\u3001`eu` \u306e\u30de\u30eb\u30c1\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u3001**\u65e5\u672c\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306f\u8f09\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u5185\u90e8\u306e\u898f\u7a0b\u3068\u5916\u90e8\u59d4\u8a17\u306e\u7ba1\u7406\u306e\u6c7a\u307e\u308a\u306b\u7167\u3089\u3057\u3066\u6c7a\u3081\u307e\u3059\n5. **\u898b\u305b\u308b\u7bc4\u56f2\u3092\u6587\u66f8\u3067\u5206\u3051\u308b** \u2026 \u5f79\u5e2d\u8005\u3060\u3051\u306b\u898b\u305b\u308b\u7de8\u306f\u3001\u7a93\u53e3\u306e\u753b\u9762\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u5165\u308c\u307e\u305b\u3093\u3002\u6587\u66f8\u3054\u3068\u306e\u95b2\u89a7\u306e\u5236\u5fa1\u3092\u4f7f\u3046\u306a\u3089\u3001\u516c\u5f0f\u306e\u624b\u9806\u3067\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\n6. **\u7b54\u3048\u3092\u304a\u5ba2\u69d8\u306b\u898b\u305b\u306a\u3044** \u2026 \u7a93\u53e3\u306e\u753b\u9762\u306f\u8077\u54e1\u304c\u898b\u308b\u3082\u306e\u3067\u3001\u753b\u9762\u3092\u304a\u5ba2\u69d8\u306b\u5411\u3051\u305f\u308a\u3001\u7b54\u3048\u3092\u5370\u5237\u3057\u3066\u6e21\u3057\u305f\u308a\u3057\u307e\u305b\u3093\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u6539\u5b9a\u306e\u524d\u306e\u66f8\u985e\u3092\u6848\u5185\u3057\u3066\u304a\u5ba2\u69d8\u306b\u518d\u6765\u5e97\u3092\u983c\u3080\u3053\u3068\u3068\u3001\u6255\u3044\u623b\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u76f8\u624b\u306b\u6255\u3044\u623b\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u3068\u7167\u4f1a\u306e\u8a18\u9332\u306e\u5370\u3067\u3001\u5f8c\u8005\u306f\u524d\u7f6e\u304d\u306e\u7981\u6b62\u3068\u5f79\u5e2d\u8005\u306e\u5370\u3001\u5f79\u5e2d\u8005\u306e\u5224\u65ad\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u55b6\u696d\u5e97\u304c20\u301c40\u5e97\u307b\u3069\u3042\u308a\u3001\u7a93\u53e3\u3067\u3075\u3060\u3093\u6271\u308f\u306a\u3044\u624b\u7d9a\u3092\u53d7\u3051\u308b\u305f\u3073\u306b\u3001\u4e8b\u52d9\u53d6\u6271\u8981\u9818\u306e\u518a\u5b50\u3084 PDF \u3092\u3081\u304f\u308a\u3001\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u5f79\u5e2d\u8005\u3084\u672c\u90e8\u306e\u4e8b\u52d9\u90e8\u3078\u96fb\u8a71\u3067\u805e\u3044\u3066\u3044\u308b\u4fe1\u7528\u91d1\u5eab\u30fb\u4fe1\u7528\u7d44\u5408\u30fb\u52b4\u50cd\u91d1\u5eab\u30fb\u8fb2\u5354\u306e\u4fe1\u7528\u4e8b\u696d\u3002\u672c\u90e8\u3078\u306e\u7167\u4f1a\u3068\u56de\u7b54\u304c\u7167\u4f1a\u7968\u3084\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u6570\u5e74\u5206\u6b8b\u3063\u3066\u3044\u3066\u3001\u540c\u3058\u8cea\u554f\u304c\u5225\u306e\u5e97\u304b\u3089\u4f55\u5ea6\u3082\u6765\u3066\u3044\u308b\u5834\u5408\u3002\u8981\u9818\u306e\u6539\u5b9a\u3092\u4e8b\u52d9\u9023\u7d61\u3067\u77e5\u3089\u305b\u3066\u304a\u308a\u3001\u6539\u5b9a\u306e\u524d\u306e\u56de\u7b54\u304c\u5e97\u306b\u6b8b\u3063\u3066\u3057\u307e\u3046\u5834\u5408\u3002Google Cloud \u3092\u4f7f\u3063\u3066\u3044\u308b\u3001\u307e\u305f\u306f\u4f7f\u3044\u59cb\u3081\u3089\u308c\u308b\u5834\u5408\u3002","not_recommended_for":"\u55b6\u696d\u5e97\u304c\u6570\u5e97\u3067\u3001\u7a93\u53e3\u306e\u8077\u54e1\u304c\u5168\u54e1\u30d9\u30c6\u30e9\u30f3\u306e\u5834\u5408\u3002\u672c\u90e8\u3078\u306e\u7167\u4f1a\u306e\u8a18\u9332\u304c\u6b8b\u3063\u3066\u304a\u3089\u305a\u3001\u8981\u9818\u3082\u7d19\u306e\u518a\u5b50\u3060\u3051\u3067\u7248\u304c\u5206\u304b\u3089\u306a\u3044\u5834\u5408\u3002\u5185\u90e8\u306e\u898f\u7a0b\u3067\u3001\u4e8b\u52d9\u306e\u898f\u7a0b\u3084\u7167\u4f1a\u306e\u8a18\u9332\u3092\u5916\u90e8\u306e\u30af\u30e9\u30a6\u30c9\u306b\u7f6e\u3051\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u53d6\u5f15\u6642\u78ba\u8a8d\u304c\u6e08\u3093\u3060\u304b\u306e\u5224\u65ad\u3001\u7591\u308f\u3057\u3044\u53d6\u5f15\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad\u3001\u76f8\u7d9a\u3084\u5f8c\u898b\u3067\u8ab0\u306b\u6255\u3044\u623b\u3059\u304b\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u5f79\u5e2d\u8005\u306b\u56de\u3059\u624b\u7d9a\u3068\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306b\u4ed8\u3051\u308b\u9805\u76ee\u3092\u6c7a\u3081\u308b**\n\n\u4e8b\u52d9\u90e8\u3068\u55b6\u696d\u5e97\u306e\u5f79\u5e2d\u8005\u3067\u3001**\u7a93\u53e3\u3067\u6848\u5185\u3057\u3066\u3088\u3044\u7bc4\u56f2\u3068\u3001\u5fc5\u305a\u5f79\u5e2d\u8005\u306b\u56de\u3059\u624b\u7d9a**\u3092\u6c7a\u3081\u3001\u6587\u66f8\u306b\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u7167\u4f1a\u306e\u8a18\u9332\u306b\u4ed8\u3051\u308b\u6839\u62e0\u306e\u6761\u30fb\u7248\u30fb\u500b\u5225\u306e\u5224\u65ad\u304b\u3069\u3046\u304b\u306e\u66f8\u304d\u65b9\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a\u3088\u304f\u6765\u308b5\u7a2e\u985e\u306e\u624b\u7d9a\u306e\u7de8\u3092\u6761\u3054\u3068\u306b\u5206\u3051\u308b**\n\n\u8981\u9818\u306e5\u3064\u306e\u7de8\u3092\u6761\u3054\u3068\u306e PDF \u306b\u5206\u3051\u3001\u7248\u3068\u65bd\u884c\u65e5\u3068\u5ec3\u6b62\u65e5\u3092\u4ed8\u3051\u307e\u3059\u3002**\u5ec3\u6b62\u65e5\u306e\u7121\u3044\u6761\u306b\u306f `9999-12-31` \u3092\u5165\u308c\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a40\u4ef6\u3067\u8a66\u3059**\n\n\u7b2c8\u7ae0\u306e\u624b\u9806\u3067\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u300140\u4ef6\u306e\u8cea\u554f\u3067\u7b54\u3048\u3068\u5f15\u7528\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u6539\u5b9a\u306e\u524d\u306e\u56de\u7b54\u3068\u500b\u5225\u306e\u5224\u65ad\u304c\u7b54\u3048\u306b\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u7167\u4f1a\u306e\u8a18\u9332\u306e\u4ed8\u3051\u76f4\u3057\u3092\u59cb\u3081\u308b**\n\n\u4e8b\u52d9\u90e8\u306e\u7d4c\u9a13\u8005\u304c\u3001\u76f4\u8fd12\u5e74\u5206\u306e\u7167\u4f1a\u306e\u8a18\u9332\u306b\u6839\u62e0\u306e\u6761\u3068\u7248\u3092\u4ed8\u3051\u59cb\u3081\u307e\u3059\u3002\u4eca\u65e5\u304b\u3089\u306e\u65b0\u3057\u3044\u56de\u7b54\u306b\u306f\u3001\u767b\u9332\u306e\u3068\u304d\u306b\u5fc5\u305a\u4ed8\u3051\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u8981\u9818\u306e\u5168\u7de8\u3092\u53d6\u308a\u8fbc\u307f\u3001\u7a93\u53e3\u306e\u753b\u9762\u3067\u4f7f\u3044\u59cb\u3081\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u904e\u53bb\u306e\u7167\u4f1a\u306e\u4e00\u89a7\u3001\u591c\u9593\u306e\u5370\u4ed8\u3051\u3001\u7167\u4f1a\u7968\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef610\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u7570\u52d5\u3057\u3066\u304d\u305f\u3070\u304b\u308a\u306e\u8077\u54e1\u304c\u3001\u8981\u9818\u306e\u8a00\u8449\u306e\u307e\u307e\u5fc5\u8981\u66f8\u985e\u3092\u6848\u5185\u3067\u304d\u3001\u53e4\u3044\u56de\u7b54\u3068\u500b\u5225\u306e\u5224\u65ad\u3092\u524d\u4f8b\u306b\u305b\u305a\u306b\u672c\u90e8\u3078\u7167\u4f1a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0144","UC-0200","UC-0237","UC-0881"],"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| answer \u30e1\u30bd\u30c3\u30c9\u304c\u691c\u7d22\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001\u6587\u3054\u3068\u306e\u5f15\u7528\u3092\u4ed8\u3051\u3089\u308c\u308b\u3053\u3068\uff08`includeCitations` \u306e\u65e2\u5b9a\u306f\u7121\u52b9\uff09\u3002\u30bb\u30c3\u30b7\u30e7\u30f3\u306e ID \u3092\u6e21\u3057\u3066\u7d9a\u3051\u3066\u554f\u3048\u308b\u3053\u3068\u3002\u7d50\u679c\u3092\u5148\u306b\u898b\u305b\u305f\u3044\u3068\u304d\u306a\u3069\u306f search \u30e1\u30bd\u30c3\u30c9\u3068\u4e00\u7dd2\u306b\u4f7f\u3046\u3053\u3068\u3002`searchParams` \u306b `filter` \u3068 `boostSpec` \u3092\u6e21\u305b\u308b\u3053\u3068\u3002`filteringLevel` \u306e\u5024\u3068\u3001\u5c4a\u304b\u306a\u3044\u7b54\u3048\u304c `LOW_GROUNDED_CONTENT` \u3067\u8fd4\u3055\u308c\u306a\u3044\u3053\u3068\u3002\u5f15\u7528\u306e\u4f4d\u7f6e\u304c UTF-8 \u306e\u30d0\u30a4\u30c8\u5358\u4f4d\u3067\u3042\u308b\u3053\u3068\u3002\u524d\u7f6e\u304d\uff08preamble\uff09\u304c\u56de\u7b54\u306e\u8cea\u306b\u5927\u304d\u304f\u5f71\u97ff\u3057\u3046\u308b\u3053\u3068\u3002Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-28 |\n| \u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u3092\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3002`ANY` \u304c\u5b8c\u5168\u4e00\u81f4\u3067\u3042\u308b\u3053\u3068\u3002`AND`\u30fb`OR` \u3067\u3064\u306a\u3052\u308b\u3053\u3068\u3002\u65e5\u4ed8\u306e\u9805\u76ee\u3092 ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3067\u6bd4\u3079\u3089\u308c\u308b\u3053\u3068 | [Google Cloud: Filter search for structured or unstructured data](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-28 |\n| \u65e5\u4ed8\u306e\u9805\u76ee\u306b `FRESHNESS` \u306e\u578b\u306e\u4e0a\u3052\u4e0b\u3052\u3092\u639b\u3051\u3001`7D`\u30fb`30D` \u306e\u3088\u3046\u306a\u671f\u9593\u3067\u91cd\u307f\u3092\u5909\u3048\u3089\u308c\u308b\u3053\u3068\u3002\u4e0a\u3052\u4e0b\u3052\u306e\u5024\u304c -1\u301c1 \u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Boost search results](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/boost-search-results) | 2026-10-28 |\n| \u975e\u69cb\u9020\u306e\u30c7\u30fc\u30bf\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304c JSON Lines\uff08NDJSON\uff09\u3067\u3001\u5404\u884c\u306b `id`\u30fb`structData` \u307e\u305f\u306f `jsonData`\u30fb`content` \u306e `mimeType` \u3068 `uri` \u3092\u6301\u3064\u3053\u3068\u3002\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u304c200MB\u3001\u4e00\u5ea6\u306b100,000\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u53d6\u308a\u8fbc\u3081\u308b\u3053\u3068 | [Google Cloud: Prepare data for ingesting](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/prepare-data) | 2026-10-28 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u89e3\u6790\u304c PDF \u306e\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001\u8868\u306b\u8aac\u660e\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\u304c\u3042\u308b\u3053\u3068\u3002\u6587\u66f8\u306e\u5206\u5272\u3092\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u306a\u3044\u3053\u3068\u3002`includeAncestorHeadings` \u306e\u65e2\u5b9a\u304c\u7121\u52b9\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Parse and chunk documents](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-28 |\n| \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u5834\u6240\u304c `global` \u3068\u3001`us`\u30fb`eu` \u306e\u30de\u30eb\u30c1\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u3001\u65e5\u672c\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306e\u8a18\u8f09\u304c\u7121\u3044\u3053\u3068 | [Google Cloud: Agent Search locations](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/locations) | 2026-10-28 |\n| \u7279\u5b9a\u4e8b\u696d\u8005\u304c\u7279\u5b9a\u53d6\u5f15\u306b\u969b\u3057\u3066\u672c\u4eba\u7279\u5b9a\u4e8b\u9805\u30fb\u53d6\u5f15\u3092\u884c\u3046\u76ee\u7684\u30fb\u8077\u696d\u3084\u4e8b\u696d\u306e\u5185\u5bb9\u306a\u3069\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\uff08\u7b2c4\u6761\u7b2c1\u9805\uff09\u3002\u7591\u308f\u3057\u3044\u53d6\u5f15\u306e\u5c4a\u51fa\u3092\u884c\u304a\u3046\u3068\u3059\u308b\u3053\u3068\u53c8\u306f\u884c\u3063\u305f\u3053\u3068\u3092\u9867\u5ba2\u7b49\u3084\u305d\u306e\u95a2\u4fc2\u8005\u306b\u6f0f\u3089\u3057\u3066\u306f\u306a\u3089\u306a\u3044\u3053\u3068\uff08\u7b2c8\u6761\u7b2c4\u9805\uff09 | [e-Gov \u6cd5\u4ee4API: \u72af\u7f6a\u306b\u3088\u308b\u53ce\u76ca\u306e\u79fb\u8ee2\u9632\u6b62\u306b\u95a2\u3059\u308b\u6cd5\u5f8b](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/419AC0000000022) | 2026-10-28 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