{"id":15318,"date":"2026-10-14T11:38:15","date_gmt":"2026-10-14T02:38:15","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/railway-station-rules-qa\/"},"modified":"2026-10-14T11:38:15","modified_gmt":"2026-10-14T02:38:15","slug":"railway-station-rules-qa","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/railway-station-rules-qa\/","title":{"rendered":"\u9244\u9053\u306e\u99c5\u4fc2\u54e1\u304b\u3089\u51fa\u308b\u6255\u623b\u3057\u30fb\u632f\u66ff\u8f38\u9001\u30fb\u4e57\u8eca\u5238\u306e\u53d6\u6271\u3044\u306e\u8cea\u554f\u306b\u3001\u65c5\u5ba2\u55b6\u696d\u898f\u5247\u3068\u793e\u5185\u306e\u53d6\u6271\u7d30\u5247\u306e\u6761\u6587\u3092\u793a\u3057\u3066\u7b54\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u99c5\u4fc2\u54e1\u304b\u3089\u5bc4\u305b\u3089\u308c\u308b\u300c\u3053\u306e\u4e57\u8eca\u5238\u306f\u6255\u3044\u623b\u305b\u308b\u304b\u300d\u300c\u904b\u8ee2\u304c\u6b62\u307e\u3063\u305f\u3068\u304d\u306e\u4e57\u8eca\u5238\u306f\u3069\u3046\u6271\u3046\u304b\u300d\u300c\u632f\u66ff\u8f38\u9001\u306e\u5bfe\u8c61\u304b\u300d\u306e\u8cea\u554f\u306b\u3001\u65c5\u5ba2\u55b6\u696d\u898f\u5247\u30fb\u793e\u5185\u306e\u53d6\u6271\u7d30\u5247\u30fb\u901a\u9054\u304b\u3089\u53d6\u6271\u3044\u306e\u65e5\u306b\u52b9\u304f\u6761\u6587\u3092\u63a2\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3092\u8fd4\u3057\u307e\u3059\u3002\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u306f\u55b6\u696d\u8ab2\u3078\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1444","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-14","tech_verified_date":"2026-10-14","trigger":"**\u8d77\u70b9\u306f\u3001\u99c5\u4fc2\u54e1\u304c\u696d\u52d9\u7aef\u672b\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u9001\u4fe1\u3057\u305f\u3053\u3068\u3067\u3059\u3002** \u96fb\u8a71\u3067\u53d7\u3051\u3066\u3044\u305f\u554f\u3044\u5408\u308f\u305b\u3092\u753b\u9762\u306b\u5bc4\u305b\u307e\u3059\u3002**\u767a\u58f2\u65e5\u3068\u53d6\u6271\u3044\u306e\u65e5\u304c\u6b20\u3051\u308b\u3068\u3001\u3069\u306e\u7248\u306e\u6761\u6587\u3067\u7b54\u3048\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002** \u753b\u9762\u3067\u5fc5\u9808\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u805e\u304d\u8fd4\u3057\u304c\u6e1b\u308a\u307e\u3059\u3002\n\n| \u753b\u9762\u306e\u9805\u76ee | \u66f8\u304d\u65b9 | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| \u53d6\u6271\u3044\u306e\u7a2e\u985e | \u6255\u623b\u3057\uff0f\u904b\u884c\u4e0d\u80fd\u30fb\u9045\u5ef6\uff0f\u632f\u66ff\u8f38\u9001\uff0f\u4e57\u308a\u8d8a\u3057\u30fb\u533a\u9593\u5909\u66f4\uff0f\u7d1b\u5931\uff0f\u5b9a\u671f\u5238\uff0f\u305d\u306e\u4ed6 | \u632f\u308a\u5206\u3051\u306e\u898f\u5247 |\n| \u4e57\u8eca\u5238\u306e\u7a2e\u985e | \u666e\u901a\u4e57\u8eca\u5238\u3001\u56de\u6570\u5238\u3001\u5b9a\u671f\u5238\u3001\u7279\u6025\u5238\u3001\u9023\u7d61\u4e57\u8eca\u5238\u306a\u3069 | \u7d5e\u308a\u8fbc\u307f\u3001\u691c\u7d22\u306e\u8cea\u554f\u6587 |\n| \u533a\u9593 | \u767a\u99c5\u3068\u7740\u99c5\u3001\u904b\u8ee2\u304c\u6b62\u307e\u3063\u305f\u533a\u9593 | \u624b\u914d\u306e\u8a18\u9332\u3092\u5f15\u304f |\n| \u767a\u58f2\u65e5 | \u65e5\u4ed8 | \u6539\u6b63\u3092\u307e\u305f\u3050\u304b\u3092\u898b\u308b |\n| \u53d6\u6271\u3044\u306e\u65e5 | \u65e5\u4ed8\uff08\u65e2\u5b9a\u306f\u5f53\u65e5\uff09 | \u7248\u306e\u7d5e\u308a\u8fbc\u307f |\n| \u7533\u3057\u51fa\u306e\u5185\u5bb9 | \u81ea\u7531\u8a18\u8ff0 | \u691c\u7d22\u306e\u8cea\u554f\u6587 |\n\n**\u3082\u3046\u4e00\u3064\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u898f\u5247\u306e\u6539\u6b63\u3068\u901a\u9054\u306e\u767a\u51fa\u3067\u3059\u3002** \u6539\u6b63\u3084\u901a\u9054\u304c\u3042\u3063\u305f\u3089\u3001\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u6587\u66f8\u3092\u7f6e\u304d\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u52b9\u529b\u306e\u671f\u9593\u3092\u66f8\u304d\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306f\u6bce\u6669\u307e\u3068\u3081\u3066\u884c\u3044\u307e\u3059\u304c\u3001\u904b\u8ee2\u306e\u4e71\u308c\u306b\u4f34\u3046\u81e8\u6642\u306e\u901a\u9054\u306f\u3001\u51fa\u3057\u305f\u305d\u306e\u5834\u3067\u53d6\u308a\u8fbc\u307f\u3092\u59cb\u3081\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u753b\u9762\u306e6\u9805\u76ee\u3068\u3001\u99c5\u30fb\u4fc2\u54e1 | \u99c5\u306e\u696d\u52d9\u7aef\u672b |\n| \u65c5\u5ba2\u55b6\u696d\u898f\u5247 | \u904b\u8cc3\u30fb\u6599\u91d1\u3001\u4e57\u8eca\u5238\u306e\u52b9\u529b\u3001\u6255\u623b\u3057\u3001\u904b\u884c\u4e0d\u80fd\u30fb\u9045\u5ef6\u306e\u3068\u304d\u306e\u53d6\u6271\u3044 | \u793e\u5185\u306e\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08\u516c\u793a\u3057\u3066\u3044\u308b\u3082\u306e\uff09 |\n| \u53d6\u6271\u7d30\u5247 | \u7a93\u53e3\u306e\u624b\u7d9a\u304d\u3001\u8a3c\u660e\u306e\u51fa\u3057\u65b9\u3001\u5e33\u7968\u306e\u66f8\u304d\u65b9 | \u793e\u5185\u306e\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u901a\u9054 | \u671f\u9593\u3092\u9650\u3063\u305f\u7279\u4f8b\u3068\u3001\u305d\u306e\u671f\u9593 | \u55b6\u696d\u8ab2\u306e\u30e1\u30fc\u30eb\u3068\u63b2\u793a |\n| \u56de\u7b54\u96c6 | \u554f\u3044\u5408\u308f\u305b\u306e\u8981\u65e8\u3001\u56de\u7b54\u3001\u6839\u62e0\u306e\u6761\u6587\u3001\u7b54\u3048\u305f\u65e5 | \u55b6\u696d\u8ab2\u306e\u904e\u53bb\u306e\u56de\u7b54\u304b\u3089\u4f5c\u308b |\n| \u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332 | \u624b\u914d\u306e\u65e5\u6642\u3001\u533a\u9593\u3001\u76f8\u624b\u306e\u4e8b\u696d\u8005\u3001\u7d42\u4e86\u306e\u65e5\u6642 | \u6307\u4ee4\u306e\u8a18\u9332 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3059\u3079\u3066\u306e\u6587\u66f8\u306b\u4ed8\u3051\u308b\u300c\u7a2e\u985e\u300d\u3068\u300c\u52b9\u529b\u306e\u671f\u9593\u300d\u3067\u3059\u3002** \u901a\u9054\u306b\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u3044\u3066\u304a\u304b\u306a\u3044\u3068\u3001**\u671f\u9593\u304c\u904e\u304e\u305f\u7279\u4f8b\u304c\u3044\u3064\u307e\u3067\u3082\u5f15\u304b\u308c\u307e\u3059\u3002** \u898f\u5247\u3068\u7d30\u5247\u306f\u6539\u6b63\u306e\u305f\u3073\u306b\u7248\u3092\u8db3\u3057\u3001\u524d\u306e\u7248\u306b\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u304d\u307e\u3059\u3002\n\n**\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332\u306f\u3001\u691c\u7d22\u306b\u5165\u308c\u307e\u305b\u3093\u3002** \u6642\u3005\u523b\u3005\u3068\u5909\u308f\u308b\u3082\u306e\u3067\u3001\u6bce\u6669\u306e\u53d6\u308a\u8fbc\u307f\u3067\u306f\u9593\u306b\u5408\u308f\u306a\u3044\u3046\u3048\u3001**\u300c\u3044\u307e\u884c\u3063\u3066\u3044\u308b\u304b\u300d\u306f\u6587\u66f8\u306e\u691c\u7d22\u3067\u306f\u306a\u304f\u8a18\u9332\u306e\u7167\u4f1a\u3067\u7b54\u3048\u308b\u3079\u304d\u3053\u3068\u3060\u304b\u3089\u3067\u3059\u3002**","data_source":"\u898f\u5247\u30fb\u7d30\u5247\u306f\u7ae0\u3054\u3068\u306b\u3001\u901a\u9054\u3068\u56de\u7b54\u306f1\u4ef6\u305a\u3064\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u3066 Cloud Storage \u306b\u7f6e\u304d\u307e\u3059\u3002\u516c\u5f0f\u3067\u306f\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f TXT\u30fbJSON\u30fbMarkdown\u30fbPDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u306b\u5bfe\u5fdc\u3057\u30011\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u3067\u30011\u884c\u3054\u3068\u306b `id`\u3001`structData`\u3001`content`\uff08`mimeType` \u3068 `uri`\uff09\u3092\u66f8\u304d\u307e\u3059\u3002\n\n```\n{\"id\":\"notice-2026-118\",\"structData\":{\"doc_kind\":\"notice\",\n \"topic\":[\"refund\",\"suspension\"],\"ticket_kind\":[\"ordinary\",\"limited_express\"],\n \"effective_from\":\"2026-10-01T00:00:00Z\",\n \"effective_to\":\"2026-11-30T23:59:59Z\",\"date_basis\":\"use_date\"},\n \"content\":{\"mimeType\":\"text\/html\",\"uri\":\"gs:\/\/rail-rules\/notice-2026-118.html\"}}\n```\n\n| \u9805\u76ee | \u4e2d\u8eab | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `doc_kind` | \u898f\u5247\uff0f\u7d30\u5247\uff0f\u901a\u9054\uff0f\u56de\u7b54 | \u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3001\u8868\u793a |\n| `topic` | \u6255\u623b\u3057\u3001\u904b\u884c\u4e0d\u80fd\u3001\u632f\u66ff\u8f38\u9001\u3001\u4e57\u308a\u8d8a\u3057\u306a\u3069 | \u7d5e\u308a\u8fbc\u307f |\n| `ticket_kind` | \u5bfe\u8c61\u306e\u4e57\u8eca\u5238\u306e\u7a2e\u985e | \u7d5e\u308a\u8fbc\u307f |\n| `effective_from`\uff0f`effective_to` | \u52b9\u529b\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a | \u53d6\u6271\u3044\u306e\u65e5\u3067\u7248\u3092\u9078\u3076 |\n| `date_basis` | \u901a\u9054\u306e\u671f\u9593\u3092\u767a\u58f2\u65e5\u3067\u898b\u308b\u304b\u3001\u4e57\u8eca\u65e5\u3067\u898b\u308b\u304b | \u671f\u9593\u306e\u5f53\u3066\u306f\u3081 |\n\n**\u554f\u3044\u5408\u308f\u305b\u306e\u305f\u3073\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u69cb\u6587\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `ANY()` \u306b\u4e26\u3079\u305f\u5024\u306e\u3069\u308c\u304b\u3068\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u304b\u3092\u898b\u3089\u308c\u3001\u65e5\u6642\u306e\u9805\u76ee\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002\n\n```\ntopic: ANY(\"refund\",\"suspension\") AND ticket_kind: ANY(\"ordinary\")\nAND effective_from <= \"2026-10-20T00:00:00Z\"\nAND effective_to >= \"2026-10-20T00:00:00Z\"\n```\n\n**`date_basis` \u306f\u3001\u901a\u9054\u3054\u3068\u306b\u66f8\u304d\u307e\u3059\u3002** \u300c\u3053\u306e\u671f\u9593\u306b\u767a\u58f2\u3057\u305f\u4e57\u8eca\u5238\u300d\u3092\u5bfe\u8c61\u306b\u3059\u308b\u901a\u9054\u3068\u3001\u300c\u3053\u306e\u671f\u9593\u306b\u4e57\u8eca\u3059\u308b\u65c5\u5ba2\u300d\u3092\u5bfe\u8c61\u306b\u3059\u308b\u901a\u9054\u304c\u3042\u308a\u3001**\u540c\u3058\u554f\u3044\u5408\u308f\u305b\u3067\u3082\u3001\u3069\u3061\u3089\u306e\u65e5\u4ed8\u3067\u898b\u308b\u304b\u3067\u5f53\u3066\u306f\u307e\u308b\u304b\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001`date_basis` \u306b\u5fdc\u3058\u3066\u767a\u58f2\u65e5\u304b\u53d6\u6271\u3044\u306e\u65e5\u3092\u7d5e\u308a\u8fbc\u307f\u306b\u5165\u308c\u307e\u3059\u3002\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u307e\u305b\u3093\u3002","preprocessing":"1. **\u898f\u5247\u3068\u7d30\u5247\u3092\u7ae0\u3054\u3068\u306b\u5206\u3051\u308b** \u2026 \u6761\u756a\u53f7\u3068\u898b\u51fa\u3057\u304c\u5d29\u308c\u306a\u3044\u3088\u3046\u3001\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089HTML\u3067\u66f8\u304d\u51fa\u3057\u307e\u3059\n2. **\u7248\u3068\u52b9\u529b\u306e\u671f\u9593\u3092\u4ed8\u3051\u308b** \u2026 \u6539\u6b63\u306e\u5c65\u6b74\u304b\u3089\u3001\u7248\u3054\u3068\u306e\u65bd\u884c\u65e5\u3068\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u304d\u307e\u3059\n3. **\u901a\u9054\u306b\u671f\u9593\u3068\u65e5\u4ed8\u306e\u57fa\u6e96\u3092\u4ed8\u3051\u308b** \u2026 \u672c\u6587\u306e\u300c\u25cb\u6708\u25cb\u65e5\u304b\u3089\u25cb\u6708\u25cb\u65e5\u307e\u3067\u300d\u3068\u300c\u767a\u58f2\u300d\u300c\u4e57\u8eca\u300d\u306e\u8a9e\u304b\u3089\u3001`date_basis` \u3092\u62c5\u5f53\u304c\u6c7a\u3081\u3066\u66f8\u304d\u307e\u3059\n4. **\u56de\u7b54\u96c6\u3092\u6574\u3048\u308b** \u2026 \u904e\u53bb\u306e\u56de\u7b54\u3092\u3001\u6839\u62e0\u306e\u6761\u6587\u3092\u78ba\u304b\u3081\u30661\u4ef6\u305a\u3064\u6587\u66f8\u306b\u3057\u307e\u3059\u3002\u65c5\u5ba2\u306e\u500b\u4eba\u306e\u60c5\u5831\u306f\u5916\u3057\u307e\u3059\n5. **\u7533\u3057\u51fa\u306e\u5185\u5bb9\u304b\u3089\u500b\u4eba\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u65c5\u5ba2\u306e\u6c0f\u540d\u3084\u9023\u7d61\u5148\u304c\u66f8\u304b\u308c\u3066\u3044\u305f\u3089\u3001\u691c\u7d22\u306e\u8cea\u554f\u6587\u304b\u3089\u5916\u3057\u307e\u3059\n6. **\u904b\u8cc3\u8868\u3068\u624b\u6570\u6599\u306e\u984d\u306e\u8868\u306f\u53d6\u308a\u8fbc\u307e\u306a\u3044** \u2026 \u898f\u5247\u306e\u5225\u8868\u306e\u3046\u3061\u984d\u306e\u8868\u306f\u691c\u7d22\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u6761\u6587\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u306f\u6a5f\u68b0\u306b\u4efb\u305b\u307e\u305b\u3093\u3002** \u901a\u9054\u306e\u66f8\u304d\u65b9\u306f\u4e00\u5b9a\u3067\u306a\u304f\u3001**\u671f\u9593\u306e\u57fa\u6e96\u3092\u8aad\u307f\u9055\u3048\u308b\u3068\u3001\u7279\u4f8b\u3092\u5f53\u3066\u306f\u307e\u3089\u306a\u3044\u65c5\u5ba2\u306b\u307e\u3067\u5e83\u3052\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**6\u756a\u76ee\u3067\u984d\u306e\u8868\u3092\u5916\u3059\u306e\u306f\u3001AI\u306b\u984d\u3092\u66f8\u304f\u6750\u6599\u3092\u6e21\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u6307\u793a\u3067\u984d\u3092\u7981\u3058\u3066\u3082\u3001\u691c\u7d22\u306e\u7d50\u679c\u306b\u984d\u306e\u8868\u304c\u3042\u308c\u3070\u3001\u56de\u7b54\u306b\u6570\u5b57\u304c\u6df7\u3056\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002**\u984d\u3092\u51fa\u3059\u5834\u6240\u3092\u767a\u5238\u306e\u7aef\u672b\u3060\u3051\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u7a93\u53e3\u3067\u4f1d\u308f\u308b\u984d\u306f\u4e00\u3064\u306b\u6c7a\u307e\u308a\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u53d6\u6271\u3044\u306e\u65e5\u306b\u52b9\u304f\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u304b\u3089\u8a72\u5f53\u3059\u308b\u6761\u6587\u3092\u63a2\u3057\u3001\u5f15\u7528\u3057\u3066\u56de\u7b54\u6848\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8a72\u5f53\u3059\u308b\u6761\u6587\u3092\u63a2\u3059 | \u898f\u5247\u306e\u6761\u6587\u3001\u7d30\u5247\u306e\u624b\u7d9a\u304d\u3001\u5f53\u3066\u306f\u307e\u308b\u901a\u9054 |\n| \u6761\u6587\u3092\u5f15\u7528\u3059\u308b | \u898f\u5247\u30fb\u7d30\u5247\u306e\u540d\u524d\u3068\u6761\u756a\u53f7\u3001\u672c\u6587\u3092\u305d\u306e\u307e\u307e |\n| \u624b\u7d9a\u304d\u3092\u4e26\u3079\u308b | \u99c5\u4fc2\u54e1\u304c\u7a93\u53e3\u3067\u884c\u3046\u3053\u3068\uff08\u8a3c\u660e\u3001\u5e33\u7968\u3001\u78ba\u304b\u3081\u308b\u66f8\u985e\uff09\u3092\u7d30\u5247\u306e\u3068\u304a\u308a\u306b |\n| \u78ba\u304b\u3081\u308b\u4e8b\u5b9f\u3092\u6319\u3052\u308b | \u6761\u6587\u3092\u5f53\u3066\u306f\u3081\u308b\u305f\u3081\u306b\u65c5\u5ba2\u306b\u805e\u304f\u3053\u3068\uff08\u3069\u3053\u307e\u3067\u4e57\u3063\u305f\u304b\u3001\u3044\u3064\u8cb7\u3063\u305f\u304b\uff09 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6255\u623b\u3057\u306e\u984d\u30fb\u624b\u6570\u6599\u306e\u8a08\u7b97 | \u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u308b |\n| \u632f\u66ff\u8f38\u9001\u3092\u884c\u3063\u3066\u3044\u308b\u304b\u306e\u5224\u65ad | \u6307\u4ee4\u306e\u624b\u914d\u306e\u8a18\u9332\u3067\u898b\u308b |\n| \u898f\u5247\u306b\u7121\u3044\u6551\u6e08\u3092\u4e00\u822c\u8ad6\u3067\u88dc\u3046 | \u300c\u4e00\u822c\u306b\u9244\u9053\u3067\u306f\u300d\u3068\u66f8\u304f\u3068\u6839\u62e0\u306e\u7121\u3044\u53d6\u6271\u3044\u306b\u306a\u308b |\n| \u4ed6\u793e\u306e\u898f\u5247\u3067\u7b54\u3048\u308b | \u9023\u7d61\u306e\u4e57\u8eca\u5238\u3067\u3082\u3001\u4ed6\u793e\u306e\u533a\u9593\u306e\u53d6\u6271\u3044\u306f\u4ed6\u793e\u306e\u898f\u5247 |\n| \u6255\u3044\u623b\u305b\u306a\u3044\u3068\u65ad\u5b9a\u3059\u308b | \u65ad\u308b\u56de\u7b54\u306f\u55b6\u696d\u8ab2\u304c\u78ba\u304b\u3081\u308b |\n\n**4\u3064\u76ee\u306e\u300c\u78ba\u304b\u3081\u308b\u4e8b\u5b9f\u3092\u6319\u3052\u308b\u300d\u304c\u3001\u99c5\u306b\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u904b\u8ee2\u304c\u6b62\u307e\u3063\u305f\u3068\u304d\u306e\u53d6\u6271\u3044\u306f\u3001\u65c5\u5ba2\u304c\u3069\u3053\u307e\u3067\u4e57\u3063\u3066\u3044\u305f\u304b\u3001\u65c5\u884c\u3092\u3084\u3081\u308b\u306e\u304b\u7d9a\u3051\u308b\u306e\u304b\u3067\u5909\u308f\u308a\u307e\u3059\u3002**\u4f55\u3092\u805e\u3051\u3070\u3069\u306e\u6761\u6587\u304c\u5f53\u3066\u306f\u307e\u308b\u304b\u304c\u5206\u304b\u308c\u3070\u3001\u55b6\u696d\u8ab2\u306b2\u5ea6\u96fb\u8a71\u305b\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u6761\u6587\u306b\u51fa\u5178\u3092\u4ed8\u3051\u308b\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u6761\u6587\u3067\u7b54\u3048\u306a\u3044 |\n| `filter` | \u7a2e\u985e\u3001\u4e57\u8eca\u5238\u3001\u52b9\u529b\u306e\u671f\u9593 | \u53d6\u6271\u3044\u306e\u65e5\u306b\u52b9\u304f\u6587\u66f8\u3060\u3051\u3092\u5f15\u304f |\n| `includeGroundingSupports` | \u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b |\n| `session` | \u540c\u3058\u554f\u3044\u5408\u308f\u305b\u306e\u7d9a\u304d | \u7d9a\u3051\u3066\u306e\u8cea\u554f\u306b\u524d\u306e\u3084\u308a\u53d6\u308a\u3092\u4f7f\u3046 |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332\u3092\u5f15\u3044\u305f\u7d50\u679c\u3092\u691c\u7d22\u306e\u6587\u306e\u5148\u982d\u306b\u4ed8\u3051\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u9244\u9053\u4f1a\u793e\u306e\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u99c5\u4fc2\u54e1\u304b\u3089\u306e\u4e57\u8eca\u5238\u306e\n\u53d6\u6271\u3044\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u65c5\u5ba2\u55b6\u696d\u898f\u5247\u30fb\u53d6\u6271\u7d30\u5247\u30fb\u901a\u9054\u3092\u6839\u62e0\u306b\n\u56de\u7b54\u6848\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\u8aad\u3080\u306e\u306f\u7a93\u53e3\u306b\u3044\u308b\u99c5\u4fc2\u54e1\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u53d6\u6271\u3044\u306e\u7a2e\u985e\u3001\u4e57\u8eca\u5238\u306e\u7a2e\u985e\u3001\u533a\u9593\u3001\u767a\u58f2\u65e5\u3001\n\u53d6\u6271\u3044\u306e\u65e5\u3001\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u7167\u4f1a\u7d50\u679c\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u53d6\u6271\u3044\u306e\u65e5\u306b\u52b9\u529b\u306e\u3042\u308b\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u3068\u56de\u7b54\u96c6\u3060\u3051\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u95a2\u4fc2\u3059\u308b\u898f\u5247\u306e\u6761\u6587\u3092\u3001\u898f\u5247\u306e\u540d\u524d\u3068\u6761\u756a\u53f7\u3092\u4ed8\u3051\u3066\u672c\u6587\u306e\u307e\u307e\u5f15\u7528\u3059\u308b\n2. \u7a93\u53e3\u306e\u624b\u7d9a\u304d\u3092\u3001\u53d6\u6271\u7d30\u5247\u306e\u6761\u756a\u53f7\u3092\u4ed8\u3051\u3066\u9806\u306b\u4e26\u3079\u308b\n3. \u5f53\u3066\u306f\u307e\u308b\u901a\u9054\u304c\u3042\u308c\u3070\u3001\u901a\u9054\u306e\u756a\u53f7\u3068\u671f\u9593\u3092\u66f8\u3044\u3066\u5f15\u7528\u3059\u308b\n4. \u6761\u6587\u3092\u5f53\u3066\u306f\u3081\u308b\u305f\u3081\u306b\u65c5\u5ba2\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u7b87\u6761\u66f8\u304d\u306b\u3059\u308b\n5. \u6700\u5f8c\u306b\u3001\u6761\u6587\u304b\u3089\u8aad\u3081\u308b\u7bc4\u56f2\u3067\u56de\u7b54\u6848\u30922\u301c3\u6587\u3067\u66f8\u304f\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u6761\u6587\u3001\u4ed6\u793e\u306e\u898f\u5247\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6255\u623b\u3057\u306e\u984d\u30fb\u624b\u6570\u6599\u30fb\u5dee\u984d\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3082\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u984d\u306f\u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u632f\u66ff\u8f38\u9001\u3092\u884c\u3063\u3066\u3044\u308b\u304b\u306f\u3001\u7167\u4f1a\u7d50\u679c\u3060\u3051\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7167\u4f1a\u7d50\u679c\u306b\u624b\u914d\u304c\u7121\u3051\u308c\u3070\u300c\u624b\u914d\u306f\u767b\u9332\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\n  \u6307\u4ee4\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300c\u6255\u3044\u623b\u305b\u307e\u305b\u3093\u300d\u300c\u53d6\u308a\u6271\u3048\u307e\u305b\u3093\u300d\u3068\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6761\u6587\u306e\u66f8\u304d\u65b9\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u56de\u7b54\u96c6\u3060\u3051\u304c\u6839\u62e0\u306e\u3068\u304d\u306f\u3001\u305d\u306e\u3053\u3068\u3068\u7b54\u3048\u305f\u65e5\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e00\u822c\u7684\u306a\u9244\u9053\u306e\u6163\u884c\u3084\u4ed6\u793e\u306e\u4f8b\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u6761\u6587\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u8a72\u5f53\u3059\u308b\u6761\u6587\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u55b6\u696d\u8ab2\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\n  \u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u984d\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u6761\u6587\u306e\u624b\u6570\u6599\u3068\u904b\u8cc3\u304b\u3089\u984d\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002** \u533a\u9593\u306e\u904b\u8cc3\u3001\u624b\u6570\u6599\u3001\u65e2\u306b\u4e57\u3063\u305f\u533a\u9593\u306e\u5dee\u3057\u5f15\u304d\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u8a08\u7b97\u3067\u3001**\u4e00\u3064\u8aa4\u308c\u3070\u3001\u7a93\u53e3\u3067\u305d\u306e\u984d\u3092\u65c5\u5ba2\u306b\u4f1d\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u984d\u306f\u767a\u5238\u306e\u7aef\u672b\u306b\u3057\u304b\u306a\u3044\u6b63\u3057\u3044\u8a08\u7b97\u306b\u4efb\u305b\u307e\u3059\u3002","output_data":"**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8fd4\u308a\u5024\u3068\u624b\u914d\u306e\u7167\u4f1a\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_id\": \"\",\n  \"station\": \"\",\n  \"handling_type\": \"refund | suspension | transfer | excess | lost | pass | other\",\n  \"sale_date\": \"\",\n  \"handling_date\": \"\",\n  \"transfer_arrangement\": { \"found\": false, \"section\": \"\", \"carriers\": [], \"from\": \"\", \"to\": \"\" },\n  \"citations\": [\n    { \"doc_kind\": \"rule | detail | notice | answer\", \"title\": \"\", \"article\": \"\",\n      \"quote\": \"\", \"effective_from\": \"\", \"effective_to\": \"\", \"uri\": \"\" }\n  ],\n  \"procedure\": [],\n  \"facts_to_confirm\": [],\n  \"answer_text\": \"\",\n  \"route\": \"answer | refer\",\n  \"refer_reason\": []\n}\n```\n\n`citations` \u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e `references` \u304b\u3089\u53d6\u308a\u307e\u3059\u3002**\u5f15\u7528\u306e\u4f4d\u7f6e\uff08`startIndex`\uff0f`endIndex`\uff09\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570**\u306a\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u6587\u3092\u6587\u5b57\u6570\u3067\u5207\u308b\u3068\u305a\u308c\u307e\u3059\u3002`transfer_arrangement` \u306fAI\u306e\u8fd4\u308a\u5024\u3092\u4f7f\u308f\u305a\u3001\u624b\u914d\u306e\u8a18\u9332\u306e\u7167\u4f1a\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u307e\u3059\u3002\n\n**`route` \u306f\u6b21\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n| `refer_reason` | \u7acb\u3066\u308b\u6761\u4ef6 |\n|:--|:--|\n| `restrictive` | \u56de\u7b54\u6848\u306b\u300c\u6255\u3044\u623b\u305b\u306a\u3044\u300d\u300c\u53d6\u308a\u6271\u3048\u306a\u3044\u300d\u306a\u3069\u3001\u65ad\u308b\u65b9\u5411\u306e\u8a9e\u304c\u3042\u308b |\n| `answer_only` | `citations` \u306b\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u304c\u7121\u304f\u3001\u56de\u7b54\u96c6\u3060\u3051 |\n| `revision_between` | \u767a\u58f2\u65e5\u3068\u53d6\u6271\u3044\u306e\u65e5\u306e\u9593\u306b\u3001\u5f15\u3044\u305f\u898f\u5247\u30fb\u7d30\u5247\u306e\u6539\u6b63\u304c\u3042\u308b |\n| `amount` | \u56de\u7b54\u6848\u306b\u300c\u5186\u300d\u3068\u6570\u5b57\u306e\u4e26\u3073\u304c\u3042\u308b |\n| `no_citation` | \u8a72\u5f53\u3059\u308b\u6761\u6587\u304c\u7121\u3044\u3001\u307e\u305f\u306f `answerSkippedReasons` \u304c\u8fd4\u3063\u305f |\n| `weak_support` | \u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u4f4e\u3044\u6587\u304c\u3042\u308b |\n\n**\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u3060\u3051\u304c `answer` \u3067\u3059\u3002** `revision_between` \u306f\u3001\u6539\u6b63\u524d\u306b\u8cb7\u3063\u305f\u4e57\u8eca\u5238\u3092\u3069\u3061\u3089\u306e\u7248\u3067\u6271\u3046\u304b\u3092\u3001\u6539\u6b63\u306e\u9644\u5247\u3084\u7d30\u5247\u3067\u78ba\u304b\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002**\u3053\u306e\u5224\u65ad\u306fAI\u306b\u3082\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3082\u7f6e\u304b\u305a\u3001\u55b6\u696d\u8ab2\u306b\u7f6e\u304d\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u99c5\u306e\u696d\u52d9\u7aef\u672b | \u554f\u3044\u5408\u308f\u305b\u753b\u9762\u304b\u3089\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u547c\u3076 | 6\u9805\u76ee\u3092\u53d7\u3051\u53d6\u308a\u3001\u56de\u7b54\u3092\u8fd4\u3059 |\n| \u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332 | \u6307\u4ee4\u306e\u8a18\u9332\u306e\u8aad\u307f\u51fa\u3057 | \u65e5\u6642\u3068\u533a\u9593\u3067\u624b\u914d\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9 | \u6761\u6587\u306e\u5f15\u7528\u3068\u56de\u7b54\u6848 |\n| \u55b6\u696d\u8ab2\u306e\u5f85\u3061\u884c\u5217 | \u5171\u6709\u306e\u4e00\u89a7\u306b1\u884c\u8db3\u3059 | `refer` \u3092\u56de\u3059 |\n| \u56de\u7b54\u96c6 | \u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u5224\u65ad\u3092\u767b\u9332 | \u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u3080 |\n\n**\u5f85\u3061\u884c\u5217\u306e1\u884c\u306b\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\u3001\u5f15\u7528\u3055\u308c\u305f\u6761\u6587\u3001`refer_reason`\u3001\u624b\u914d\u306e\u7167\u4f1a\u7d50\u679c\u3092\u4ed8\u3051\u307e\u3059\u3002** \u62c5\u5f53\u306f\u3001\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u3067\u306f\u306a\u304f\u5224\u65ad\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u306e\u306f `refer` \u306e\u554f\u3044\u5408\u308f\u305b\u3067\u3059\u3002** `answer` \u306e\u56de\u7b54\u306f\u99c5\u306e\u7aef\u672b\u3078\u76f4\u63a5\u8fd4\u3057\u307e\u3059\u304c\u3001**\u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u30892\u304b\u6708\u306f\u3001\u5168\u4ef6\u3092\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u898b\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059\u3002**\n\n1. **`refer_reason` \u3092\u898b\u308b** \u2026 \u65ad\u308b\u65b9\u5411\u304b\u3001\u6539\u6b63\u3092\u307e\u305f\u3050\u304b\u3001\u984d\u304c\u66f8\u304b\u308c\u305f\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u6761\u6587\u3092\u5f53\u3066\u306f\u3081\u308b** \u2026 \u5f15\u7528\u3055\u308c\u305f\u6761\u6587\u3068\u3001\u99c5\u304c\u78ba\u304b\u3081\u305f\u4e8b\u5b9f\u304b\u3089\u53d6\u6271\u3044\u3092\u6c7a\u3081\u307e\u3059\n3. **\u99c5\u3078\u8fd4\u3057\u3001\u56de\u7b54\u96c6\u306b\u767b\u9332\u3059\u308b** \u2026 \u6839\u62e0\u306e\u6761\u6587\u3068\u5224\u65ad\u306e\u7406\u7531\u3092\u4ed8\u3051\u307e\u3059\n\n**\u99c5\u4fc2\u54e1\u306f\u3001`answer` \u306e\u56de\u7b54\u3067\u3082\u6761\u6587\u3092\u8aad\u3093\u3067\u304b\u3089\u53d6\u308a\u6271\u3044\u307e\u3059\u3002** \u984d\u306f\u5fc5\u305a\u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\u56de\u7b54\u306e\u753b\u9762\u306b\u306f\u300c\u5f79\u306b\u7acb\u305f\u306a\u304b\u3063\u305f\u300d\u306e\u5370\u3092\u4ed8\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u3001**\u5370\u306e\u4ed8\u3044\u305f\u56de\u7b54\u306f\u7fcc\u65e5\u306b\u55b6\u696d\u8ab2\u304c\u8aad\u307f\u3001\u56de\u7b54\u96c6\u304b\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3092\u76f4\u3057\u307e\u3059\u3002**\n\n**\u904b\u8ee2\u304c\u4e71\u308c\u305f\u65e5\u306f\u3001\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u306e\u3046\u30611\u540d\u3092\u5f85\u3061\u884c\u5217\u306e\u5c02\u4efb\u306b\u3057\u307e\u3059\u3002** \u540c\u3058\u533a\u9593\u30fb\u540c\u3058\u7a2e\u985e\u306e `refer` \u304c\u7d9a\u304f\u306e\u3067\u3001\u6700\u521d\u306e1\u4ef6\u3092\u5224\u65ad\u3057\u305f\u3089\u3001\u305d\u306e\u5224\u65ad\u3092\u56de\u7b54\u96c6\u306b\u6025\u304e\u3067\u767b\u9332\u3057\u3001**\u4ee5\u964d\u306e\u554f\u3044\u5408\u308f\u305b\u304c `answer` \u3067\u8fd4\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u306e\u5168\u4ef6\u78ba\u8a8d\u3067\u3001`answer` \u306e\u4e2d\u306b\u62c5\u5f53\u304c\u898b\u308c\u3070 `refer` \u306b\u3057\u305f\u3082\u306e\u304c1\u5272\u3092\u8d85\u3048\u308b\u306a\u3089\u3001`answer` \u306e\u76f4\u63a5\u306e\u8fd4\u4fe1\u3092\u59cb\u3081\u307e\u305b\u3093\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u753b\u9762\u306e\u5fc5\u9808\u9805\u76ee\u304c\u6b20\u3051\u3066\u3044\u308b | \u9001\u4fe1\u3067\u304d\u306a\u3044\u3088\u3046\u306b\u3059\u308b |\n| \u53d6\u6271\u3044\u306e\u65e5\u306b\u52b9\u304f\u7248\u304c\u7121\u3044 | `no_citation` \u3067\u55b6\u696d\u8ab2\u3078\u3002**\u7248\u306e\u767b\u9332\u6f0f\u308c\u3092\u7591\u3046** |\n| \u901a\u9054\u306e\u671f\u9593\u304c\u5207\u308c\u305f\u76f4\u5f8c\u306e\u554f\u3044\u5408\u308f\u305b | \u7d5e\u308a\u8fbc\u307f\u3067\u5916\u308c\u308b\u3002\u56de\u7b54\u306b\u300c\u671f\u9593\u3092\u904e\u304e\u305f\u901a\u9054\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u51fa\u3059 |\n| \u624b\u914d\u306e\u8a18\u9332\u304c\u5f15\u3051\u306a\u3044 | \u300c\u624b\u914d\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002\u6307\u4ee4\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8fd4\u3059 |\n| \u4ed6\u793e\u306e\u533a\u9593\u3092\u542b\u3080\u9023\u7d61\u306e\u4e57\u8eca\u5238 | \u81ea\u793e\u306e\u533a\u9593\u306e\u6761\u6587\u3060\u3051\u3092\u8fd4\u3057\u3001`refer` \u306b\u3059\u308b |\n| \u56de\u7b54\u306b\u984d\u304c\u66f8\u304b\u308c\u305f | \u984d\u3092\u6d88\u3057\u3001`amount` \u3067\u55b6\u696d\u8ab2\u3078 |\n| \u904b\u8ee2\u306e\u4e71\u308c\u3067\u554f\u3044\u5408\u308f\u305b\u304c\u96c6\u4e2d\u3059\u308b | \u540c\u3058\u533a\u9593\u30fb\u540c\u3058\u7a2e\u985e\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u307e\u3068\u3081\u3001\u55b6\u696d\u8ab2\u304c1\u4ef6\u5224\u65ad\u3057\u3066\u540c\u3058\u56de\u7b54\u3092\u8fd4\u3059 |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3057\u305f | \u300c\u53d7\u3051\u4ed8\u3051\u307e\u3057\u305f\u3002\u55b6\u696d\u8ab2\u304b\u3089\u8fd4\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u5f85\u3061\u884c\u5217\u3078 |\n\n**6\u884c\u76ee\u306e\u984d\u306e\u691c\u77e5\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u5225\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6587\u5b57\u5217\u306e\u7167\u5408\u3067\u884c\u3044\u307e\u3059\u3002** \u6700\u5f8c\u306e\u9580\u306f\u6a5f\u68b0\u306e\u7167\u5408\u306b\u7f6e\u304d\u307e\u3059\u3002","log_storage":"- \u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\uff086\u9805\u76ee\uff09\u3001\u99c5\u3001\u4fc2\u54e1\u3001\u65e5\u6642\n- answer \u30e1\u30bd\u30c3\u30c9\u3078\u306e\u8981\u6c42\uff08\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3001`preamble` \u306e\u7248\uff09\u3068\u8fd4\u308a\u5024\u306e\u5168\u6587\n- \u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u7167\u4f1a\u7d50\u679c\n- `route` \u3068 `refer_reason`\u3001\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u306e\u5224\u65ad\u3068\u7406\u7531\n- \u99c5\u3078\u8fd4\u3057\u305f\u56de\u7b54\u3068\u3001\u8fd4\u3057\u305f\u65e5\u6642\n\n**\u624b\u914d\u306e\u7167\u4f1a\u7d50\u679c\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u53d6\u6271\u3044\u3092\u554f\u308f\u308c\u305f\u3068\u304d\u306e\u305f\u3081\u3067\u3059\u3002** \u305d\u306e\u6642\u523b\u306b\u624b\u914d\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u305f\u304b\u3092\u793a\u305b\u306a\u3044\u3068\u3001\u99c5\u306e\u53d6\u6271\u3044\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":6,"assumption_frequency":360,"assumption_workdays":20,"volume_month":360,"before_minutes_per_case":12,"after_minutes_per_case":4,"hourly_cost":3500,"before_hours_month":72,"after_hours_month":24,"saved_hours_month":48,"reduction_rate":67,"saved_hours_year":576,"annual_cost_effect":2016000,"summary":"\u99c5\u4fc2\u54e1\u304b\u3089\u5bc4\u305b\u3089\u308c\u308b\u300c\u3053\u306e\u4e57\u8eca\u5238\u306f\u6255\u3044\u623b\u305b\u308b\u304b\u300d\u300c\u904b\u8ee2\u304c\u6b62\u307e\u3063\u305f\u3068\u304d\u306e\u4e57\u8eca\u5238\u306f\u3069\u3046\u6271\u3046\u304b\u300d\u300c\u632f\u66ff\u8f38\u9001\u306e\u5bfe\u8c61\u304b\u300d\u306e\u8cea\u554f\u306b\u3001\u65c5\u5ba2\u55b6\u696d\u898f\u5247\u30fb\u793e\u5185\u306e\u53d6\u6271\u7d30\u5247\u30fb\u901a\u9054\u304b\u3089\u53d6\u6271\u3044\u306e\u65e5\u306b\u52b9\u304f\u6761\u6587\u3092\u63a2\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3092\u8fd4\u3057\u307e\u3059\u3002\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u306f\u55b6\u696d\u8ab2\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u99c5\u4fc2\u54e1\u304c\u3001\u65c5\u5ba2\u306e\u7533\u3057\u51fa\u3067\u8ff7\u3063\u305f\u3053\u3068\u3092\u55b6\u696d\u8ab2\u306b\u96fb\u8a71\u3059\u308b\n2. \u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u3001\u65c5\u5ba2\u55b6\u696d\u898f\u5247\u306e\u8a72\u5f53\u3059\u308b\u7ae0\u3092\u958b\u304f\n3. \u53d6\u6271\u7d30\u5247\u3067\u624b\u7d9a\u304d\u3092\u78ba\u304b\u3081\u308b\n4. \u305d\u306e\u6642\u671f\u306b\u52b9\u3044\u3066\u3044\u308b\u901a\u9054\u304c\u306a\u3044\u304b\u3092\u3001\u30e1\u30fc\u30eb\u306e\u5c65\u6b74\u3067\u63a2\u3059\n5. \u904b\u8ee2\u306e\u4e71\u308c\u306b\u95a2\u308f\u308b\u3082\u306e\u306f\u3001\u6307\u4ee4\u306b\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u72b6\u6cc1\u3092\u96fb\u8a71\u3067\u78ba\u304b\u3081\u308b\n6. \u6761\u6587\u3068\u624b\u7d9a\u304d\u3092\u96fb\u8a71\u3067\u4f1d\u3048\u308b\u3002\u984d\u306f\u99c5\u306e\u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u3066\u3082\u3089\u3046\n\n**\uff08a\uff09\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u304c\u5206\u304b\u308c\u3001\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u898f\u5247\u306e\u6761\u6587\u3092\u898b\u3064\u3051\u3066\u3082\u3001\u624b\u7d9a\u304d\u306f\u7d30\u5247\u306e\u5225\u306e\u5834\u6240\u306b\u3042\u308a\u3001\u7279\u4f8b\u306f\u901a\u9054\u306b\u3042\u308a\u307e\u3059\u3002**3\u3064\u3092\u958b\u3044\u3066\u7a81\u304d\u5408\u308f\u305b\u308b\u306e\u306b\u30011\u4ef6\u306e\u6642\u9593\u306e\u5927\u534a\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002**\n\n**\uff08b\uff09\u7b54\u3048\u3089\u308c\u308b\u62c5\u5f53\u304c\u9650\u3089\u308c\u308b\u3002** \u300c\u4ed6\u793e\u7dda\u3068\u306e\u9023\u7d61\u306e\u4e57\u8eca\u5238\u306f\u3001\u81ea\u793e\u7dda\u306e\u533a\u9593\u3060\u3051\u3092\u6255\u3044\u623b\u3059\u6271\u3044\u300d\u300c\u3053\u306e\u901a\u9054\u306f\u4e57\u8eca\u5238\u306e\u767a\u58f2\u65e5\u3067\u306f\u306a\u304f\u4e57\u8eca\u65e5\u3067\u898b\u308b\u300d\u3002**\u3053\u3046\u3057\u305f\u6271\u3044\u3092\u5373\u7b54\u3067\u304d\u308b\u306e\u306f\u3001\u9577\u304f\u62c5\u5f53\u3057\u3066\u3044\u308b\u6570\u540d\u3067\u3059\u3002** \u591c\u9593\u3084\u65e9\u671d\u306f\u55b6\u696d\u8ab2\u306b\u4eba\u304c\u5c11\u306a\u304f\u3001\u99c5\u3067\u65c5\u5ba2\u3092\u5f85\u305f\u305b\u308b\u6642\u9593\u304c\u5ef6\u3073\u307e\u3059\u3002\n\n**\uff08c\uff09\u99c5\u306b\u3088\u3063\u3066\u53d6\u6271\u3044\u304c\u3076\u308c\u308b\u3002** \u96fb\u8a71\u3067\u805e\u3044\u305f\u7b54\u3048\u3092\u3001\u99c5\u3054\u3068\u306b\u30e1\u30e2\u3057\u3066\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002**\u901a\u9054\u304c\u5207\u308c\u305f\u5f8c\u3082\u3001\u305d\u306e\u30e1\u30e2\u3067\u53d6\u308a\u6271\u3063\u3066\u3044\u308b\u99c5\u304c\u3042\u308b\u3053\u3068\u304c\u3001\u65c5\u5ba2\u306e\u7533\u3057\u51fa\u3067\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u904b\u8ee2\u304c\u4e71\u308c\u305f\u65e5\u306b\u96fb\u8a71\u304c\u3075\u3055\u304c\u308b\u3002** \u6255\u623b\u3057\u3068\u632f\u66ff\u8f38\u9001\u306e\u8cea\u554f\u304c\u4e00\u5ea6\u306b\u6765\u308b\u3068\u3001\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u306f\u6307\u4ee4\u3078\u306e\u78ba\u8a8d\u3068\u99c5\u3078\u306e\u56de\u7b54\u3092\u540c\u6642\u306b\u53d7\u3051\u6301\u3064\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u540c\u3058\u8cea\u554f\u306b\u3001\u62c5\u5f53\u3054\u3068\u306b\u9055\u3046\u8a00\u3044\u65b9\u3067\u7b54\u3048\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**","before_flow_steps":["\u99c5\u4fc2\u54e1\u304c\u3001\u65c5\u5ba2\u306e\u7533\u3057\u51fa\u3067\u8ff7\u3063\u305f\u3053\u3068\u3092\u55b6\u696d\u8ab2\u306b\u96fb\u8a71\u3059\u308b","\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u3001\u65c5\u5ba2\u55b6\u696d\u898f\u5247\u306e\u8a72\u5f53\u3059\u308b\u7ae0\u3092\u958b\u304f","\u53d6\u6271\u7d30\u5247\u3067\u624b\u7d9a\u304d\u3092\u78ba\u304b\u3081\u308b","\u305d\u306e\u6642\u671f\u306b\u52b9\u3044\u3066\u3044\u308b\u901a\u9054\u304c\u306a\u3044\u304b\u3092\u3001\u30e1\u30fc\u30eb\u306e\u5c65\u6b74\u3067\u63a2\u3059","\u904b\u8ee2\u306e\u4e71\u308c\u306b\u95a2\u308f\u308b\u3082\u306e\u306f\u3001\u6307\u4ee4\u306b\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u72b6\u6cc1\u3092\u96fb\u8a71\u3067\u78ba\u304b\u3081\u308b","\u6761\u6587\u3068\u624b\u7d9a\u304d\u3092\u96fb\u8a71\u3067\u4f1d\u3048\u308b\u3002\u984d\u306f\u99c5\u306e\u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u3066\u3082\u3089\u3046"],"after_flow":"1. **\u3010\u4eba\u3011** \u99c5\u4fc2\u54e1\u304c\u3001\u99c5\u306e\u696d\u52d9\u7aef\u672b\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u3001\u53d6\u6271\u3044\u306e\u7a2e\u985e\u3001\u4e57\u8eca\u5238\u306e\u7a2e\u985e\u3001\u533a\u9593\u3001\u767a\u58f2\u65e5\u3001\u53d6\u6271\u3044\u306e\u65e5\u3001\u7533\u3057\u51fa\u306e\u5185\u5bb9\u3092\u5165\u308c\u3066\u9001\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u53d6\u6271\u3044\u306e\u65e5\u304b\u3089\u52b9\u304f\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u904b\u8ee2\u306e\u4e71\u308c\u306b\u95a2\u308f\u308b\u554f\u3044\u5408\u308f\u305b\u306a\u3089\u3001\u6307\u4ee4\u306e\u624b\u914d\u306e\u8a18\u9332\u304b\u3089\u3001\u305d\u306e\u65e5\u305d\u306e\u533a\u9593\u3067\u884c\u3063\u3066\u3044\u308b\u632f\u66ff\u8f38\u9001\u3092\u5f15\u304f\n4. **\u3010\u81ea\u52d5\u3011** Agent Search\uff08Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u304b\u3089\u8a72\u5f53\u3059\u308b\u6761\u6587\u3092\u63a2\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3092\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u56de\u7b54\u6848\u3092 `answer`\uff08\u6761\u6587\u3067\u7b54\u3048\u3089\u308c\u308b\uff09\uff0f`refer`\uff08\u55b6\u696d\u8ab2\u306e\u78ba\u8a8d\u304c\u8981\u308b\uff09\u306b\u5206\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** `answer` \u306f\u99c5\u306e\u7aef\u672b\u3078\u8fd4\u3059\u3002`refer` \u306f\u55b6\u696d\u8ab2\u306e\u5f85\u3061\u884c\u5217\u306b\u5165\u308c\u3001\u99c5\u306b\u306f\u300c\u55b6\u696d\u8ab2\u304b\u3089\u8fd4\u3057\u307e\u3059\u300d\u3068\u8fd4\u3059\n7. **\u3010\u4eba\u3011** \u99c5\u4fc2\u54e1\u304c\u6761\u6587\u3068\u624b\u7d9a\u304d\u3092\u78ba\u304b\u3081\u3066\u53d6\u308a\u6271\u3046\u3002\u984d\u306f\u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u308b\n8. **\u3010\u4eba\u3011** \u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c `refer` \u3092\u5224\u65ad\u3057\u3066\u99c5\u3078\u8fd4\u3057\u3001\u5224\u65ad\u3092\u56de\u7b54\u96c6\u306b\u767b\u9332\u3059\u308b\uff08\u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b\uff09\n\n**5\u756a\u76ee\u306e\u632f\u308a\u5206\u3051\u3092\u3001\u898f\u5247\u3067\u6c7a\u3081\u308b\u306e\u304c\u3053\u306e\u8a2d\u8a08\u306e\u8981\u3067\u3059\u3002** \u6255\u623b\u3057\u3092\u3057\u306a\u3044\u65b9\u5411\u306e\u56de\u7b54\u3001\u5f15\u7528\u304c\u56de\u7b54\u96c6\u3060\u3051\u3067\u898f\u5247\u30fb\u7d30\u5247\u306b\u7121\u3044\u56de\u7b54\u3001\u767a\u58f2\u65e5\u3068\u53d6\u6271\u3044\u306e\u65e5\u306e\u9593\u306b\u898f\u5247\u306e\u6539\u6b63\u3092\u307e\u305f\u3050\u554f\u3044\u5408\u308f\u305b\u306f\u3001**\u5fc5\u305a `refer` \u306b\u3057\u307e\u3059\u3002** \u65c5\u5ba2\u306b\u300c\u6255\u3044\u623b\u305b\u307e\u305b\u3093\u300d\u3068\u4f1d\u3048\u308b\u56de\u7b54\u306f\u3001\u4eba\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059\u3002\n\n**3\u756a\u76ee\u3067\u632f\u66ff\u8f38\u9001\u3092AI\u306e\u5916\u3067\u5f15\u304f\u306e\u306f\u3001\u898f\u5247\u306e\u6761\u6587\u304b\u3089\u306f\u300c\u3044\u307e\u884c\u3063\u3066\u3044\u308b\u304b\u300d\u304c\u5206\u304b\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u624b\u914d\u306e\u8a18\u9332\u306b\u7121\u3051\u308c\u3070\u3001\u56de\u7b54\u306f\u300c\u624b\u914d\u306f\u767b\u9332\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u6307\u4ee4\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u306b\u306a\u308a\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u99c5\u4fc2\u54e1\u304c\u3001\u99c5\u306e\u696d\u52d9\u7aef\u672b\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u3001\u53d6\u6271\u3044\u306e\u7a2e\u985e\u3001\u4e57\u8eca\u5238\u306e\u7a2e\u985e\u3001\u533a\u9593\u3001\u767a\u58f2\u65e5\u3001\u53d6\u6271\u3044\u306e\u65e5\u3001\u7533\u3057\u51fa\u306e\u5185\u5bb9\u3092\u5165\u308c\u3066\u9001\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u53d6\u6271\u3044\u306e\u65e5\u304b\u3089\u52b9\u304f\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u904b\u8ee2\u306e\u4e71\u308c\u306b\u95a2\u308f\u308b\u554f\u3044\u5408\u308f\u305b\u306a\u3089\u3001\u6307\u4ee4\u306e\u624b\u914d\u306e\u8a18\u9332\u304b\u3089\u3001\u305d\u306e\u65e5\u305d\u306e\u533a\u9593\u3067\u884c\u3063\u3066\u3044\u308b\u632f\u66ff\u8f38\u9001\u3092\u5f15\u304f","**\u3010\u81ea\u52d5\u3011** Agent Search\uff08Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u304b\u3089\u8a72\u5f53\u3059\u308b\u6761\u6587\u3092\u63a2\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u56de\u7b54\u6848\u3092 `answer`\uff08\u6761\u6587\u3067\u7b54\u3048\u3089\u308c\u308b\uff09\uff0f`refer`\uff08\u55b6\u696d\u8ab2\u306e\u78ba\u8a8d\u304c\u8981\u308b\uff09\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** `answer` \u306f\u99c5\u306e\u7aef\u672b\u3078\u8fd4\u3059\u3002`refer` \u306f\u55b6\u696d\u8ab2\u306e\u5f85\u3061\u884c\u5217\u306b\u5165\u308c\u3001\u99c5\u306b\u306f\u300c\u55b6\u696d\u8ab2\u304b\u3089\u8fd4\u3057\u307e\u3059\u300d\u3068\u8fd4\u3059","**\u3010\u4eba\u3011** \u99c5\u4fc2\u54e1\u304c\u6761\u6587\u3068\u624b\u7d9a\u304d\u3092\u78ba\u304b\u3081\u3066\u53d6\u308a\u6271\u3046\u3002\u984d\u306f\u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c `refer` \u3092\u5224\u65ad\u3057\u3066\u99c5\u3078\u8fd4\u3057\u3001\u5224\u65ad\u3092\u56de\u7b54\u96c6\u306b\u767b\u9332\u3059\u308b\uff08\u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b\uff09"],"architecture":"```\n\u65c5\u5ba2\u55b6\u696d\u898f\u5247  \u53d6\u6271\u7d30\u5247  \u901a\u9054\uff08\u671f\u9593\u3064\u304d\uff09  \u56de\u7b54\u96c6        \u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332\uff08\u6307\u4ee4\uff09\n   \u2502  \u7a2e\u985e\u30fb\u7248\u30fb\u52b9\u529b\u306e\u671f\u9593\u3092\u4ed8\u3051\u308b           \u2502  \u7b54\u3048\u305f\u65e5          \u2502  \u65e5\u6642\u30fb\u533a\u9593\u30fb\u76f8\u624b\u306e\u4e8b\u696d\u8005\n   \u25bc                                          \u25bc                    \u25bc\nCloud Storage \u2500\u2500 \u30e1\u30bf\u30c7\u30fc\u30bf\uff08JSON Lines\uff09                     \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u76f4\u63a5\u5f15\u304f\n   \u25bc\nAgent Search\uff08Vertex AI Search\uff09\u2500\u2500 \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u3001\u8868\u306e\u6ce8\u91c8\uff09\n   \u2502   doc_kind\uff0ftopic\uff0feffective_from\uff0feffective_to\n   \u25bc\n\u99c5\u306e\u696d\u52d9\u7aef\u672b \u2500\u2500\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u99c5\u4fc2\u54e1\u306e\u9001\u4fe1\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3001Cloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u53d6\u6271\u3044\u306e\u65e5\u3067\u7248\u3092\u7d5e\u308a\u8fbc\u307f\n   \u251c\u2500\u2500\u25b6 \u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332\u3092\u5f15\u304f\n   \u251c\u2500\u2500\u25b6 answer \u30e1\u30bd\u30c3\u30c9\uff1a\u6761\u6587\u306e\u5f15\u7528\u3068\u56de\u7b54\u6848\n   \u2514\u2500\u2500\u25b6 answer \uff0f refer \u306e\u632f\u308a\u5206\u3051\n   \u25bc\n\u99c5\u306e\u7aef\u672b\u3078\u8fd4\u4fe1  \uff0f  \u55b6\u696d\u8ab2\u306e\u5f85\u3061\u884c\u5217\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2500 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u99c5\u306e\u7aef\u672b\u30fb\u624b\u914d\u306e\u8a18\u9332\u30fb\u691c\u7d22\u30fb\u5f85\u3061\u884c\u5217\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u30fb\u56de\u7b54\u96c6\u306e\u5199\u3057\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u8a18\u9332\uff09 | \u2500 |\n\n**\u767a\u5238\u306e\u7aef\u672b\u3068\u904b\u884c\u7ba1\u7406\u306b\u306f\u3001\u4f55\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332\u306f\u8aad\u3080\u3060\u3051\u3067\u3001**\u6255\u623b\u3057\u306e\u984d\u306e\u8a08\u7b97\u3068\u6255\u623b\u3057\u306e\u51e6\u7406\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u767a\u5238\u306e\u7aef\u672b\u3067\u884c\u3044\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u8fd4\u3059\u306e\u306f\u3001\u6761\u6587\u3068\u624b\u7d9a\u304d\u3068\u56de\u7b54\u6848\u307e\u3067\u3067\u3059\u3002\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u5f15\u7528\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\uff08`includeCitations`\u3001\u65e2\u5b9a\u306f\u7121\u52b9\uff09\u3001\u95a2\u4fc2\u306e\u8584\u3044\u5185\u5bb9\u3067\u7b54\u3048\u306a\u3044\u8a2d\u5b9a\uff08`ignoreLowRelevantContent`\uff09\u3001\u56de\u7b54\u3092\u6c42\u3081\u3066\u3044\u306a\u3044\u66f8\u304d\u8fbc\u307f\u3084\u6575\u5bfe\u7684\u306a\u554f\u3044\u306b\u7b54\u3048\u306a\u3044\u8a2d\u5b9a\u3001\u56de\u7b54\u306e\u4f5c\u308a\u65b9\u3092\u6307\u793a\u3059\u308b `preamble`\u3001\u524d\u306e `session` \u3092\u6e21\u3057\u3066\u3084\u308a\u53d6\u308a\u3092\u7d9a\u3051\u308b\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002**\u99c5\u4fc2\u54e1\u304c\u300c\u305d\u306e\u5834\u5408\u3001\u7279\u6025\u5238\u306f\u300d\u3068\u7d9a\u3051\u3066\u805e\u3051\u308b\u306e\u306f\u3001\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u307e\u3059\u3002**\n\n**\u898f\u5247\u3068\u7d30\u5247\u306e\u53d6\u308a\u8fbc\u307f\u306b\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u307e\u3059\u3002** \u516c\u5f0f\u3067\u306f\u3001\u6bb5\u843d\u30fb\u8868\u30fb\u30ea\u30b9\u30c8\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001\u30c1\u30e3\u30f3\u30af\u306b\u4e0a\u4f4d\u306e\u898b\u51fa\u3057\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\uff08`includeAncestorHeadings`\uff09\u304c\u3042\u308a\u3001\u30c1\u30e3\u30f3\u30af\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3059\u3002**\u6761\u6587\u304c\u5358\u72ec\u3067\u5f15\u304b\u308c\u3066\u3082\u3001\u3069\u306e\u898f\u5247\u306e\u4f55\u7ae0\u4f55\u6761\u304b\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u898b\u51fa\u3057\u3092\u4ed8\u3051\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u99c5\u4fc2\u54e1\u304c\u696d\u52d9\u7aef\u672b\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u9001\u4fe1\u3057\u305f\u3053\u3068\u3067\u3059\u3002** \u96fb\u8a71\u3067\u53d7\u3051\u3066\u3044\u305f\u554f\u3044\u5408\u308f\u305b\u3092\u753b\u9762\u306b\u5bc4\u305b\u307e\u3059\u3002**\u767a\u58f2\u65e5\u3068\u53d6\u6271\u3044\u306e\u65e5\u304c\u6b20\u3051\u308b\u3068\u3001\u3069\u306e\u7248\u306e\u6761\u6587\u3067\u7b54\u3048\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002** \u753b\u9762\u3067\u5fc5\u9808\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u805e\u304d\u8fd4\u3057\u304c\u6e1b\u308a\u307e\u3059\u3002\n\n| \u753b\u9762\u306e\u9805\u76ee | \u66f8\u304d\u65b9 | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| \u53d6\u6271\u3044\u306e\u7a2e\u985e | \u6255\u623b\u3057\uff0f\u904b\u884c\u4e0d\u80fd\u30fb\u9045\u5ef6\uff0f\u632f\u66ff\u8f38\u9001\uff0f\u4e57\u308a\u8d8a\u3057\u30fb\u533a\u9593\u5909\u66f4\uff0f\u7d1b\u5931\uff0f\u5b9a\u671f\u5238\uff0f\u305d\u306e\u4ed6 | \u632f\u308a\u5206\u3051\u306e\u898f\u5247 |\n| \u4e57\u8eca\u5238\u306e\u7a2e\u985e | \u666e\u901a\u4e57\u8eca\u5238\u3001\u56de\u6570\u5238\u3001\u5b9a\u671f\u5238\u3001\u7279\u6025\u5238\u3001\u9023\u7d61\u4e57\u8eca\u5238\u306a\u3069 | \u7d5e\u308a\u8fbc\u307f\u3001\u691c\u7d22\u306e\u8cea\u554f\u6587 |\n| \u533a\u9593 | \u767a\u99c5\u3068\u7740\u99c5\u3001\u904b\u8ee2\u304c\u6b62\u307e\u3063\u305f\u533a\u9593 | \u624b\u914d\u306e\u8a18\u9332\u3092\u5f15\u304f |\n| \u767a\u58f2\u65e5 | \u65e5\u4ed8 | \u6539\u6b63\u3092\u307e\u305f\u3050\u304b\u3092\u898b\u308b |\n| \u53d6\u6271\u3044\u306e\u65e5 | \u65e5\u4ed8\uff08\u65e2\u5b9a\u306f\u5f53\u65e5\uff09 | \u7248\u306e\u7d5e\u308a\u8fbc\u307f |\n| \u7533\u3057\u51fa\u306e\u5185\u5bb9 | \u81ea\u7531\u8a18\u8ff0 | \u691c\u7d22\u306e\u8cea\u554f\u6587 |\n\n**\u3082\u3046\u4e00\u3064\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u898f\u5247\u306e\u6539\u6b63\u3068\u901a\u9054\u306e\u767a\u51fa\u3067\u3059\u3002** \u6539\u6b63\u3084\u901a\u9054\u304c\u3042\u3063\u305f\u3089\u3001\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u6587\u66f8\u3092\u7f6e\u304d\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u52b9\u529b\u306e\u671f\u9593\u3092\u66f8\u304d\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306f\u6bce\u6669\u307e\u3068\u3081\u3066\u884c\u3044\u307e\u3059\u304c\u3001\u904b\u8ee2\u306e\u4e71\u308c\u306b\u4f34\u3046\u81e8\u6642\u306e\u901a\u9054\u306f\u3001\u51fa\u3057\u305f\u305d\u306e\u5834\u3067\u53d6\u308a\u8fbc\u307f\u3092\u59cb\u3081\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u753b\u9762\u306e6\u9805\u76ee\u3068\u3001\u99c5\u30fb\u4fc2\u54e1 | \u99c5\u306e\u696d\u52d9\u7aef\u672b |\n| \u65c5\u5ba2\u55b6\u696d\u898f\u5247 | \u904b\u8cc3\u30fb\u6599\u91d1\u3001\u4e57\u8eca\u5238\u306e\u52b9\u529b\u3001\u6255\u623b\u3057\u3001\u904b\u884c\u4e0d\u80fd\u30fb\u9045\u5ef6\u306e\u3068\u304d\u306e\u53d6\u6271\u3044 | \u793e\u5185\u306e\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08\u516c\u793a\u3057\u3066\u3044\u308b\u3082\u306e\uff09 |\n| \u53d6\u6271\u7d30\u5247 | \u7a93\u53e3\u306e\u624b\u7d9a\u304d\u3001\u8a3c\u660e\u306e\u51fa\u3057\u65b9\u3001\u5e33\u7968\u306e\u66f8\u304d\u65b9 | \u793e\u5185\u306e\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u901a\u9054 | \u671f\u9593\u3092\u9650\u3063\u305f\u7279\u4f8b\u3068\u3001\u305d\u306e\u671f\u9593 | \u55b6\u696d\u8ab2\u306e\u30e1\u30fc\u30eb\u3068\u63b2\u793a |\n| \u56de\u7b54\u96c6 | \u554f\u3044\u5408\u308f\u305b\u306e\u8981\u65e8\u3001\u56de\u7b54\u3001\u6839\u62e0\u306e\u6761\u6587\u3001\u7b54\u3048\u305f\u65e5 | \u55b6\u696d\u8ab2\u306e\u904e\u53bb\u306e\u56de\u7b54\u304b\u3089\u4f5c\u308b |\n| \u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332 | \u624b\u914d\u306e\u65e5\u6642\u3001\u533a\u9593\u3001\u76f8\u624b\u306e\u4e8b\u696d\u8005\u3001\u7d42\u4e86\u306e\u65e5\u6642 | \u6307\u4ee4\u306e\u8a18\u9332 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3059\u3079\u3066\u306e\u6587\u66f8\u306b\u4ed8\u3051\u308b\u300c\u7a2e\u985e\u300d\u3068\u300c\u52b9\u529b\u306e\u671f\u9593\u300d\u3067\u3059\u3002** \u901a\u9054\u306b\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u3044\u3066\u304a\u304b\u306a\u3044\u3068\u3001**\u671f\u9593\u304c\u904e\u304e\u305f\u7279\u4f8b\u304c\u3044\u3064\u307e\u3067\u3082\u5f15\u304b\u308c\u307e\u3059\u3002** \u898f\u5247\u3068\u7d30\u5247\u306f\u6539\u6b63\u306e\u305f\u3073\u306b\u7248\u3092\u8db3\u3057\u3001\u524d\u306e\u7248\u306b\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u304d\u307e\u3059\u3002\n\n**\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332\u306f\u3001\u691c\u7d22\u306b\u5165\u308c\u307e\u305b\u3093\u3002** \u6642\u3005\u523b\u3005\u3068\u5909\u308f\u308b\u3082\u306e\u3067\u3001\u6bce\u6669\u306e\u53d6\u308a\u8fbc\u307f\u3067\u306f\u9593\u306b\u5408\u308f\u306a\u3044\u3046\u3048\u3001**\u300c\u3044\u307e\u884c\u3063\u3066\u3044\u308b\u304b\u300d\u306f\u6587\u66f8\u306e\u691c\u7d22\u3067\u306f\u306a\u304f\u8a18\u9332\u306e\u7167\u4f1a\u3067\u7b54\u3048\u308b\u3079\u304d\u3053\u3068\u3060\u304b\u3089\u3067\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u898f\u5247\u30fb\u7d30\u5247\u306f\u7ae0\u3054\u3068\u306b\u3001\u901a\u9054\u3068\u56de\u7b54\u306f1\u4ef6\u305a\u3064\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u3066 Cloud Storage \u306b\u7f6e\u304d\u307e\u3059\u3002\u516c\u5f0f\u3067\u306f\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f TXT\u30fbJSON\u30fbMarkdown\u30fbPDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u306b\u5bfe\u5fdc\u3057\u30011\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u3067\u30011\u884c\u3054\u3068\u306b `id`\u3001`structData`\u3001`content`\uff08`mimeType` \u3068 `uri`\uff09\u3092\u66f8\u304d\u307e\u3059\u3002\n\n```\n{\"id\":\"notice-2026-118\",\"structData\":{\"doc_kind\":\"notice\",\n \"topic\":[\"refund\",\"suspension\"],\"ticket_kind\":[\"ordinary\",\"limited_express\"],\n \"effective_from\":\"2026-10-01T00:00:00Z\",\n \"effective_to\":\"2026-11-30T23:59:59Z\",\"date_basis\":\"use_date\"},\n \"content\":{\"mimeType\":\"text\/html\",\"uri\":\"gs:\/\/rail-rules\/notice-2026-118.html\"}}\n```\n\n| \u9805\u76ee | \u4e2d\u8eab | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `doc_kind` | \u898f\u5247\uff0f\u7d30\u5247\uff0f\u901a\u9054\uff0f\u56de\u7b54 | \u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3001\u8868\u793a |\n| `topic` | \u6255\u623b\u3057\u3001\u904b\u884c\u4e0d\u80fd\u3001\u632f\u66ff\u8f38\u9001\u3001\u4e57\u308a\u8d8a\u3057\u306a\u3069 | \u7d5e\u308a\u8fbc\u307f |\n| `ticket_kind` | \u5bfe\u8c61\u306e\u4e57\u8eca\u5238\u306e\u7a2e\u985e | \u7d5e\u308a\u8fbc\u307f |\n| `effective_from`\uff0f`effective_to` | \u52b9\u529b\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a | \u53d6\u6271\u3044\u306e\u65e5\u3067\u7248\u3092\u9078\u3076 |\n| `date_basis` | \u901a\u9054\u306e\u671f\u9593\u3092\u767a\u58f2\u65e5\u3067\u898b\u308b\u304b\u3001\u4e57\u8eca\u65e5\u3067\u898b\u308b\u304b | \u671f\u9593\u306e\u5f53\u3066\u306f\u3081 |\n\n**\u554f\u3044\u5408\u308f\u305b\u306e\u305f\u3073\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u69cb\u6587\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `ANY()` \u306b\u4e26\u3079\u305f\u5024\u306e\u3069\u308c\u304b\u3068\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u304b\u3092\u898b\u3089\u308c\u3001\u65e5\u6642\u306e\u9805\u76ee\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002\n\n```\ntopic: ANY(\"refund\",\"suspension\") AND ticket_kind: ANY(\"ordinary\")\nAND effective_from <= \"2026-10-20T00:00:00Z\"\nAND effective_to >= \"2026-10-20T00:00:00Z\"\n```\n\n**`date_basis` \u306f\u3001\u901a\u9054\u3054\u3068\u306b\u66f8\u304d\u307e\u3059\u3002** \u300c\u3053\u306e\u671f\u9593\u306b\u767a\u58f2\u3057\u305f\u4e57\u8eca\u5238\u300d\u3092\u5bfe\u8c61\u306b\u3059\u308b\u901a\u9054\u3068\u3001\u300c\u3053\u306e\u671f\u9593\u306b\u4e57\u8eca\u3059\u308b\u65c5\u5ba2\u300d\u3092\u5bfe\u8c61\u306b\u3059\u308b\u901a\u9054\u304c\u3042\u308a\u3001**\u540c\u3058\u554f\u3044\u5408\u308f\u305b\u3067\u3082\u3001\u3069\u3061\u3089\u306e\u65e5\u4ed8\u3067\u898b\u308b\u304b\u3067\u5f53\u3066\u306f\u307e\u308b\u304b\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001`date_basis` \u306b\u5fdc\u3058\u3066\u767a\u58f2\u65e5\u304b\u53d6\u6271\u3044\u306e\u65e5\u3092\u7d5e\u308a\u8fbc\u307f\u306b\u5165\u308c\u307e\u3059\u3002\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u307e\u305b\u3093\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u898f\u5247\u3068\u7d30\u5247\u3092\u7ae0\u3054\u3068\u306b\u5206\u3051\u308b** \u2026 \u6761\u756a\u53f7\u3068\u898b\u51fa\u3057\u304c\u5d29\u308c\u306a\u3044\u3088\u3046\u3001\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089HTML\u3067\u66f8\u304d\u51fa\u3057\u307e\u3059\n2. **\u7248\u3068\u52b9\u529b\u306e\u671f\u9593\u3092\u4ed8\u3051\u308b** \u2026 \u6539\u6b63\u306e\u5c65\u6b74\u304b\u3089\u3001\u7248\u3054\u3068\u306e\u65bd\u884c\u65e5\u3068\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u304d\u307e\u3059\n3. **\u901a\u9054\u306b\u671f\u9593\u3068\u65e5\u4ed8\u306e\u57fa\u6e96\u3092\u4ed8\u3051\u308b** \u2026 \u672c\u6587\u306e\u300c\u25cb\u6708\u25cb\u65e5\u304b\u3089\u25cb\u6708\u25cb\u65e5\u307e\u3067\u300d\u3068\u300c\u767a\u58f2\u300d\u300c\u4e57\u8eca\u300d\u306e\u8a9e\u304b\u3089\u3001`date_basis` \u3092\u62c5\u5f53\u304c\u6c7a\u3081\u3066\u66f8\u304d\u307e\u3059\n4. **\u56de\u7b54\u96c6\u3092\u6574\u3048\u308b** \u2026 \u904e\u53bb\u306e\u56de\u7b54\u3092\u3001\u6839\u62e0\u306e\u6761\u6587\u3092\u78ba\u304b\u3081\u30661\u4ef6\u305a\u3064\u6587\u66f8\u306b\u3057\u307e\u3059\u3002\u65c5\u5ba2\u306e\u500b\u4eba\u306e\u60c5\u5831\u306f\u5916\u3057\u307e\u3059\n5. **\u7533\u3057\u51fa\u306e\u5185\u5bb9\u304b\u3089\u500b\u4eba\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u65c5\u5ba2\u306e\u6c0f\u540d\u3084\u9023\u7d61\u5148\u304c\u66f8\u304b\u308c\u3066\u3044\u305f\u3089\u3001\u691c\u7d22\u306e\u8cea\u554f\u6587\u304b\u3089\u5916\u3057\u307e\u3059\n6. **\u904b\u8cc3\u8868\u3068\u624b\u6570\u6599\u306e\u984d\u306e\u8868\u306f\u53d6\u308a\u8fbc\u307e\u306a\u3044** \u2026 \u898f\u5247\u306e\u5225\u8868\u306e\u3046\u3061\u984d\u306e\u8868\u306f\u691c\u7d22\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u6761\u6587\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u306f\u6a5f\u68b0\u306b\u4efb\u305b\u307e\u305b\u3093\u3002** \u901a\u9054\u306e\u66f8\u304d\u65b9\u306f\u4e00\u5b9a\u3067\u306a\u304f\u3001**\u671f\u9593\u306e\u57fa\u6e96\u3092\u8aad\u307f\u9055\u3048\u308b\u3068\u3001\u7279\u4f8b\u3092\u5f53\u3066\u306f\u307e\u3089\u306a\u3044\u65c5\u5ba2\u306b\u307e\u3067\u5e83\u3052\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**6\u756a\u76ee\u3067\u984d\u306e\u8868\u3092\u5916\u3059\u306e\u306f\u3001AI\u306b\u984d\u3092\u66f8\u304f\u6750\u6599\u3092\u6e21\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u6307\u793a\u3067\u984d\u3092\u7981\u3058\u3066\u3082\u3001\u691c\u7d22\u306e\u7d50\u679c\u306b\u984d\u306e\u8868\u304c\u3042\u308c\u3070\u3001\u56de\u7b54\u306b\u6570\u5b57\u304c\u6df7\u3056\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002**\u984d\u3092\u51fa\u3059\u5834\u6240\u3092\u767a\u5238\u306e\u7aef\u672b\u3060\u3051\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u7a93\u53e3\u3067\u4f1d\u308f\u308b\u984d\u306f\u4e00\u3064\u306b\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u53d6\u6271\u3044\u306e\u65e5\u306b\u52b9\u304f\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u304b\u3089\u8a72\u5f53\u3059\u308b\u6761\u6587\u3092\u63a2\u3057\u3001\u5f15\u7528\u3057\u3066\u56de\u7b54\u6848\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8a72\u5f53\u3059\u308b\u6761\u6587\u3092\u63a2\u3059 | \u898f\u5247\u306e\u6761\u6587\u3001\u7d30\u5247\u306e\u624b\u7d9a\u304d\u3001\u5f53\u3066\u306f\u307e\u308b\u901a\u9054 |\n| \u6761\u6587\u3092\u5f15\u7528\u3059\u308b | \u898f\u5247\u30fb\u7d30\u5247\u306e\u540d\u524d\u3068\u6761\u756a\u53f7\u3001\u672c\u6587\u3092\u305d\u306e\u307e\u307e |\n| \u624b\u7d9a\u304d\u3092\u4e26\u3079\u308b | \u99c5\u4fc2\u54e1\u304c\u7a93\u53e3\u3067\u884c\u3046\u3053\u3068\uff08\u8a3c\u660e\u3001\u5e33\u7968\u3001\u78ba\u304b\u3081\u308b\u66f8\u985e\uff09\u3092\u7d30\u5247\u306e\u3068\u304a\u308a\u306b |\n| \u78ba\u304b\u3081\u308b\u4e8b\u5b9f\u3092\u6319\u3052\u308b | \u6761\u6587\u3092\u5f53\u3066\u306f\u3081\u308b\u305f\u3081\u306b\u65c5\u5ba2\u306b\u805e\u304f\u3053\u3068\uff08\u3069\u3053\u307e\u3067\u4e57\u3063\u305f\u304b\u3001\u3044\u3064\u8cb7\u3063\u305f\u304b\uff09 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6255\u623b\u3057\u306e\u984d\u30fb\u624b\u6570\u6599\u306e\u8a08\u7b97 | \u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u308b |\n| \u632f\u66ff\u8f38\u9001\u3092\u884c\u3063\u3066\u3044\u308b\u304b\u306e\u5224\u65ad | \u6307\u4ee4\u306e\u624b\u914d\u306e\u8a18\u9332\u3067\u898b\u308b |\n| \u898f\u5247\u306b\u7121\u3044\u6551\u6e08\u3092\u4e00\u822c\u8ad6\u3067\u88dc\u3046 | \u300c\u4e00\u822c\u306b\u9244\u9053\u3067\u306f\u300d\u3068\u66f8\u304f\u3068\u6839\u62e0\u306e\u7121\u3044\u53d6\u6271\u3044\u306b\u306a\u308b |\n| \u4ed6\u793e\u306e\u898f\u5247\u3067\u7b54\u3048\u308b | \u9023\u7d61\u306e\u4e57\u8eca\u5238\u3067\u3082\u3001\u4ed6\u793e\u306e\u533a\u9593\u306e\u53d6\u6271\u3044\u306f\u4ed6\u793e\u306e\u898f\u5247 |\n| \u6255\u3044\u623b\u305b\u306a\u3044\u3068\u65ad\u5b9a\u3059\u308b | \u65ad\u308b\u56de\u7b54\u306f\u55b6\u696d\u8ab2\u304c\u78ba\u304b\u3081\u308b |\n\n**4\u3064\u76ee\u306e\u300c\u78ba\u304b\u3081\u308b\u4e8b\u5b9f\u3092\u6319\u3052\u308b\u300d\u304c\u3001\u99c5\u306b\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u904b\u8ee2\u304c\u6b62\u307e\u3063\u305f\u3068\u304d\u306e\u53d6\u6271\u3044\u306f\u3001\u65c5\u5ba2\u304c\u3069\u3053\u307e\u3067\u4e57\u3063\u3066\u3044\u305f\u304b\u3001\u65c5\u884c\u3092\u3084\u3081\u308b\u306e\u304b\u7d9a\u3051\u308b\u306e\u304b\u3067\u5909\u308f\u308a\u307e\u3059\u3002**\u4f55\u3092\u805e\u3051\u3070\u3069\u306e\u6761\u6587\u304c\u5f53\u3066\u306f\u307e\u308b\u304b\u304c\u5206\u304b\u308c\u3070\u3001\u55b6\u696d\u8ab2\u306b2\u5ea6\u96fb\u8a71\u305b\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u6761\u6587\u306b\u51fa\u5178\u3092\u4ed8\u3051\u308b\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u6761\u6587\u3067\u7b54\u3048\u306a\u3044 |\n| `filter` | \u7a2e\u985e\u3001\u4e57\u8eca\u5238\u3001\u52b9\u529b\u306e\u671f\u9593 | \u53d6\u6271\u3044\u306e\u65e5\u306b\u52b9\u304f\u6587\u66f8\u3060\u3051\u3092\u5f15\u304f |\n| `includeGroundingSupports` | \u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b |\n| `session` | \u540c\u3058\u554f\u3044\u5408\u308f\u305b\u306e\u7d9a\u304d | \u7d9a\u3051\u3066\u306e\u8cea\u554f\u306b\u524d\u306e\u3084\u308a\u53d6\u308a\u3092\u4f7f\u3046 |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332\u3092\u5f15\u3044\u305f\u7d50\u679c\u3092\u691c\u7d22\u306e\u6587\u306e\u5148\u982d\u306b\u4ed8\u3051\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u9244\u9053\u4f1a\u793e\u306e\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u99c5\u4fc2\u54e1\u304b\u3089\u306e\u4e57\u8eca\u5238\u306e\n\u53d6\u6271\u3044\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u65c5\u5ba2\u55b6\u696d\u898f\u5247\u30fb\u53d6\u6271\u7d30\u5247\u30fb\u901a\u9054\u3092\u6839\u62e0\u306b\n\u56de\u7b54\u6848\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\u8aad\u3080\u306e\u306f\u7a93\u53e3\u306b\u3044\u308b\u99c5\u4fc2\u54e1\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u53d6\u6271\u3044\u306e\u7a2e\u985e\u3001\u4e57\u8eca\u5238\u306e\u7a2e\u985e\u3001\u533a\u9593\u3001\u767a\u58f2\u65e5\u3001\n\u53d6\u6271\u3044\u306e\u65e5\u3001\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u7167\u4f1a\u7d50\u679c\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u53d6\u6271\u3044\u306e\u65e5\u306b\u52b9\u529b\u306e\u3042\u308b\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u3068\u56de\u7b54\u96c6\u3060\u3051\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u95a2\u4fc2\u3059\u308b\u898f\u5247\u306e\u6761\u6587\u3092\u3001\u898f\u5247\u306e\u540d\u524d\u3068\u6761\u756a\u53f7\u3092\u4ed8\u3051\u3066\u672c\u6587\u306e\u307e\u307e\u5f15\u7528\u3059\u308b\n2. \u7a93\u53e3\u306e\u624b\u7d9a\u304d\u3092\u3001\u53d6\u6271\u7d30\u5247\u306e\u6761\u756a\u53f7\u3092\u4ed8\u3051\u3066\u9806\u306b\u4e26\u3079\u308b\n3. \u5f53\u3066\u306f\u307e\u308b\u901a\u9054\u304c\u3042\u308c\u3070\u3001\u901a\u9054\u306e\u756a\u53f7\u3068\u671f\u9593\u3092\u66f8\u3044\u3066\u5f15\u7528\u3059\u308b\n4. \u6761\u6587\u3092\u5f53\u3066\u306f\u3081\u308b\u305f\u3081\u306b\u65c5\u5ba2\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u7b87\u6761\u66f8\u304d\u306b\u3059\u308b\n5. \u6700\u5f8c\u306b\u3001\u6761\u6587\u304b\u3089\u8aad\u3081\u308b\u7bc4\u56f2\u3067\u56de\u7b54\u6848\u30922\u301c3\u6587\u3067\u66f8\u304f\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u6761\u6587\u3001\u4ed6\u793e\u306e\u898f\u5247\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6255\u623b\u3057\u306e\u984d\u30fb\u624b\u6570\u6599\u30fb\u5dee\u984d\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3082\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u984d\u306f\u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u632f\u66ff\u8f38\u9001\u3092\u884c\u3063\u3066\u3044\u308b\u304b\u306f\u3001\u7167\u4f1a\u7d50\u679c\u3060\u3051\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u7167\u4f1a\u7d50\u679c\u306b\u624b\u914d\u304c\u7121\u3051\u308c\u3070\u300c\u624b\u914d\u306f\u767b\u9332\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\n  \u6307\u4ee4\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300c\u6255\u3044\u623b\u305b\u307e\u305b\u3093\u300d\u300c\u53d6\u308a\u6271\u3048\u307e\u305b\u3093\u300d\u3068\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6761\u6587\u306e\u66f8\u304d\u65b9\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u56de\u7b54\u96c6\u3060\u3051\u304c\u6839\u62e0\u306e\u3068\u304d\u306f\u3001\u305d\u306e\u3053\u3068\u3068\u7b54\u3048\u305f\u65e5\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e00\u822c\u7684\u306a\u9244\u9053\u306e\u6163\u884c\u3084\u4ed6\u793e\u306e\u4f8b\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u6761\u6587\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u8a72\u5f53\u3059\u308b\u6761\u6587\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u55b6\u696d\u8ab2\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\n  \u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u984d\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u6761\u6587\u306e\u624b\u6570\u6599\u3068\u904b\u8cc3\u304b\u3089\u984d\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002** \u533a\u9593\u306e\u904b\u8cc3\u3001\u624b\u6570\u6599\u3001\u65e2\u306b\u4e57\u3063\u305f\u533a\u9593\u306e\u5dee\u3057\u5f15\u304d\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u8a08\u7b97\u3067\u3001**\u4e00\u3064\u8aa4\u308c\u3070\u3001\u7a93\u53e3\u3067\u305d\u306e\u984d\u3092\u65c5\u5ba2\u306b\u4f1d\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u984d\u306f\u767a\u5238\u306e\u7aef\u672b\u306b\u3057\u304b\u306a\u3044\u6b63\u3057\u3044\u8a08\u7b97\u306b\u4efb\u305b\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8fd4\u308a\u5024\u3068\u624b\u914d\u306e\u7167\u4f1a\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_id\": \"\",\n  \"station\": \"\",\n  \"handling_type\": \"refund | suspension | transfer | excess | lost | pass | other\",\n  \"sale_date\": \"\",\n  \"handling_date\": \"\",\n  \"transfer_arrangement\": { \"found\": false, \"section\": \"\", \"carriers\": [], \"from\": \"\", \"to\": \"\" },\n  \"citations\": [\n    { \"doc_kind\": \"rule | detail | notice | answer\", \"title\": \"\", \"article\": \"\",\n      \"quote\": \"\", \"effective_from\": \"\", \"effective_to\": \"\", \"uri\": \"\" }\n  ],\n  \"procedure\": [],\n  \"facts_to_confirm\": [],\n  \"answer_text\": \"\",\n  \"route\": \"answer | refer\",\n  \"refer_reason\": []\n}\n```\n\n`citations` \u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e `references` \u304b\u3089\u53d6\u308a\u307e\u3059\u3002**\u5f15\u7528\u306e\u4f4d\u7f6e\uff08`startIndex`\uff0f`endIndex`\uff09\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570**\u306a\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u6587\u3092\u6587\u5b57\u6570\u3067\u5207\u308b\u3068\u305a\u308c\u307e\u3059\u3002`transfer_arrangement` \u306fAI\u306e\u8fd4\u308a\u5024\u3092\u4f7f\u308f\u305a\u3001\u624b\u914d\u306e\u8a18\u9332\u306e\u7167\u4f1a\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u307e\u3059\u3002\n\n**`route` \u306f\u6b21\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n| `refer_reason` | \u7acb\u3066\u308b\u6761\u4ef6 |\n|:--|:--|\n| `restrictive` | \u56de\u7b54\u6848\u306b\u300c\u6255\u3044\u623b\u305b\u306a\u3044\u300d\u300c\u53d6\u308a\u6271\u3048\u306a\u3044\u300d\u306a\u3069\u3001\u65ad\u308b\u65b9\u5411\u306e\u8a9e\u304c\u3042\u308b |\n| `answer_only` | `citations` \u306b\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u304c\u7121\u304f\u3001\u56de\u7b54\u96c6\u3060\u3051 |\n| `revision_between` | \u767a\u58f2\u65e5\u3068\u53d6\u6271\u3044\u306e\u65e5\u306e\u9593\u306b\u3001\u5f15\u3044\u305f\u898f\u5247\u30fb\u7d30\u5247\u306e\u6539\u6b63\u304c\u3042\u308b |\n| `amount` | \u56de\u7b54\u6848\u306b\u300c\u5186\u300d\u3068\u6570\u5b57\u306e\u4e26\u3073\u304c\u3042\u308b |\n| `no_citation` | \u8a72\u5f53\u3059\u308b\u6761\u6587\u304c\u7121\u3044\u3001\u307e\u305f\u306f `answerSkippedReasons` \u304c\u8fd4\u3063\u305f |\n| `weak_support` | \u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u4f4e\u3044\u6587\u304c\u3042\u308b |\n\n**\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u3060\u3051\u304c `answer` \u3067\u3059\u3002** `revision_between` \u306f\u3001\u6539\u6b63\u524d\u306b\u8cb7\u3063\u305f\u4e57\u8eca\u5238\u3092\u3069\u3061\u3089\u306e\u7248\u3067\u6271\u3046\u304b\u3092\u3001\u6539\u6b63\u306e\u9644\u5247\u3084\u7d30\u5247\u3067\u78ba\u304b\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002**\u3053\u306e\u5224\u65ad\u306fAI\u306b\u3082\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u3082\u7f6e\u304b\u305a\u3001\u55b6\u696d\u8ab2\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u99c5\u306e\u696d\u52d9\u7aef\u672b | \u554f\u3044\u5408\u308f\u305b\u753b\u9762\u304b\u3089\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u547c\u3076 | 6\u9805\u76ee\u3092\u53d7\u3051\u53d6\u308a\u3001\u56de\u7b54\u3092\u8fd4\u3059 |\n| \u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332 | \u6307\u4ee4\u306e\u8a18\u9332\u306e\u8aad\u307f\u51fa\u3057 | \u65e5\u6642\u3068\u533a\u9593\u3067\u624b\u914d\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9 | \u6761\u6587\u306e\u5f15\u7528\u3068\u56de\u7b54\u6848 |\n| \u55b6\u696d\u8ab2\u306e\u5f85\u3061\u884c\u5217 | \u5171\u6709\u306e\u4e00\u89a7\u306b1\u884c\u8db3\u3059 | `refer` \u3092\u56de\u3059 |\n| \u56de\u7b54\u96c6 | \u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u5224\u65ad\u3092\u767b\u9332 | \u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u3080 |\n\n**\u5f85\u3061\u884c\u5217\u306e1\u884c\u306b\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\u3001\u5f15\u7528\u3055\u308c\u305f\u6761\u6587\u3001`refer_reason`\u3001\u624b\u914d\u306e\u7167\u4f1a\u7d50\u679c\u3092\u4ed8\u3051\u307e\u3059\u3002** \u62c5\u5f53\u306f\u3001\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u3067\u306f\u306a\u304f\u5224\u65ad\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u306e\u306f `refer` \u306e\u554f\u3044\u5408\u308f\u305b\u3067\u3059\u3002** `answer` \u306e\u56de\u7b54\u306f\u99c5\u306e\u7aef\u672b\u3078\u76f4\u63a5\u8fd4\u3057\u307e\u3059\u304c\u3001**\u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u30892\u304b\u6708\u306f\u3001\u5168\u4ef6\u3092\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u898b\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059\u3002**\n\n1. **`refer_reason` \u3092\u898b\u308b** \u2026 \u65ad\u308b\u65b9\u5411\u304b\u3001\u6539\u6b63\u3092\u307e\u305f\u3050\u304b\u3001\u984d\u304c\u66f8\u304b\u308c\u305f\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u6761\u6587\u3092\u5f53\u3066\u306f\u3081\u308b** \u2026 \u5f15\u7528\u3055\u308c\u305f\u6761\u6587\u3068\u3001\u99c5\u304c\u78ba\u304b\u3081\u305f\u4e8b\u5b9f\u304b\u3089\u53d6\u6271\u3044\u3092\u6c7a\u3081\u307e\u3059\n3. **\u99c5\u3078\u8fd4\u3057\u3001\u56de\u7b54\u96c6\u306b\u767b\u9332\u3059\u308b** \u2026 \u6839\u62e0\u306e\u6761\u6587\u3068\u5224\u65ad\u306e\u7406\u7531\u3092\u4ed8\u3051\u307e\u3059\n\n**\u99c5\u4fc2\u54e1\u306f\u3001`answer` \u306e\u56de\u7b54\u3067\u3082\u6761\u6587\u3092\u8aad\u3093\u3067\u304b\u3089\u53d6\u308a\u6271\u3044\u307e\u3059\u3002** \u984d\u306f\u5fc5\u305a\u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\u56de\u7b54\u306e\u753b\u9762\u306b\u306f\u300c\u5f79\u306b\u7acb\u305f\u306a\u304b\u3063\u305f\u300d\u306e\u5370\u3092\u4ed8\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u3001**\u5370\u306e\u4ed8\u3044\u305f\u56de\u7b54\u306f\u7fcc\u65e5\u306b\u55b6\u696d\u8ab2\u304c\u8aad\u307f\u3001\u56de\u7b54\u96c6\u304b\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3092\u76f4\u3057\u307e\u3059\u3002**\n\n**\u904b\u8ee2\u304c\u4e71\u308c\u305f\u65e5\u306f\u3001\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u306e\u3046\u30611\u540d\u3092\u5f85\u3061\u884c\u5217\u306e\u5c02\u4efb\u306b\u3057\u307e\u3059\u3002** \u540c\u3058\u533a\u9593\u30fb\u540c\u3058\u7a2e\u985e\u306e `refer` \u304c\u7d9a\u304f\u306e\u3067\u3001\u6700\u521d\u306e1\u4ef6\u3092\u5224\u65ad\u3057\u305f\u3089\u3001\u305d\u306e\u5224\u65ad\u3092\u56de\u7b54\u96c6\u306b\u6025\u304e\u3067\u767b\u9332\u3057\u3001**\u4ee5\u964d\u306e\u554f\u3044\u5408\u308f\u305b\u304c `answer` \u3067\u8fd4\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u306e\u5168\u4ef6\u78ba\u8a8d\u3067\u3001`answer` \u306e\u4e2d\u306b\u62c5\u5f53\u304c\u898b\u308c\u3070 `refer` \u306b\u3057\u305f\u3082\u306e\u304c1\u5272\u3092\u8d85\u3048\u308b\u306a\u3089\u3001`answer` \u306e\u76f4\u63a5\u306e\u8fd4\u4fe1\u3092\u59cb\u3081\u307e\u305b\u3093\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u753b\u9762\u306e\u5fc5\u9808\u9805\u76ee\u304c\u6b20\u3051\u3066\u3044\u308b | \u9001\u4fe1\u3067\u304d\u306a\u3044\u3088\u3046\u306b\u3059\u308b |\n| \u53d6\u6271\u3044\u306e\u65e5\u306b\u52b9\u304f\u7248\u304c\u7121\u3044 | `no_citation` \u3067\u55b6\u696d\u8ab2\u3078\u3002**\u7248\u306e\u767b\u9332\u6f0f\u308c\u3092\u7591\u3046** |\n| \u901a\u9054\u306e\u671f\u9593\u304c\u5207\u308c\u305f\u76f4\u5f8c\u306e\u554f\u3044\u5408\u308f\u305b | \u7d5e\u308a\u8fbc\u307f\u3067\u5916\u308c\u308b\u3002\u56de\u7b54\u306b\u300c\u671f\u9593\u3092\u904e\u304e\u305f\u901a\u9054\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u51fa\u3059 |\n| \u624b\u914d\u306e\u8a18\u9332\u304c\u5f15\u3051\u306a\u3044 | \u300c\u624b\u914d\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002\u6307\u4ee4\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8fd4\u3059 |\n| \u4ed6\u793e\u306e\u533a\u9593\u3092\u542b\u3080\u9023\u7d61\u306e\u4e57\u8eca\u5238 | \u81ea\u793e\u306e\u533a\u9593\u306e\u6761\u6587\u3060\u3051\u3092\u8fd4\u3057\u3001`refer` \u306b\u3059\u308b |\n| \u56de\u7b54\u306b\u984d\u304c\u66f8\u304b\u308c\u305f | \u984d\u3092\u6d88\u3057\u3001`amount` \u3067\u55b6\u696d\u8ab2\u3078 |\n| \u904b\u8ee2\u306e\u4e71\u308c\u3067\u554f\u3044\u5408\u308f\u305b\u304c\u96c6\u4e2d\u3059\u308b | \u540c\u3058\u533a\u9593\u30fb\u540c\u3058\u7a2e\u985e\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u307e\u3068\u3081\u3001\u55b6\u696d\u8ab2\u304c1\u4ef6\u5224\u65ad\u3057\u3066\u540c\u3058\u56de\u7b54\u3092\u8fd4\u3059 |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3057\u305f | \u300c\u53d7\u3051\u4ed8\u3051\u307e\u3057\u305f\u3002\u55b6\u696d\u8ab2\u304b\u3089\u8fd4\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u5f85\u3061\u884c\u5217\u3078 |\n\n**6\u884c\u76ee\u306e\u984d\u306e\u691c\u77e5\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u306f\u5225\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6587\u5b57\u5217\u306e\u7167\u5408\u3067\u884c\u3044\u307e\u3059\u3002** \u6700\u5f8c\u306e\u9580\u306f\u6a5f\u68b0\u306e\u7167\u5408\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\uff086\u9805\u76ee\uff09\u3001\u99c5\u3001\u4fc2\u54e1\u3001\u65e5\u6642\n- answer \u30e1\u30bd\u30c3\u30c9\u3078\u306e\u8981\u6c42\uff08\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3001`preamble` \u306e\u7248\uff09\u3068\u8fd4\u308a\u5024\u306e\u5168\u6587\n- \u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u7167\u4f1a\u7d50\u679c\n- `route` \u3068 `refer_reason`\u3001\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u306e\u5224\u65ad\u3068\u7406\u7531\n- \u99c5\u3078\u8fd4\u3057\u305f\u56de\u7b54\u3068\u3001\u8fd4\u3057\u305f\u65e5\u6642\n\n**\u624b\u914d\u306e\u7167\u4f1a\u7d50\u679c\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u53d6\u6271\u3044\u3092\u554f\u308f\u308c\u305f\u3068\u304d\u306e\u305f\u3081\u3067\u3059\u3002** \u305d\u306e\u6642\u523b\u306b\u624b\u914d\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u305f\u304b\u3092\u793a\u305b\u306a\u3044\u3068\u3001\u99c5\u306e\u53d6\u6271\u3044\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002","minimal_setup":"1. \u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u53d6\u6271\u3044\uff08\u6255\u623b\u3057\u3001\u904b\u884c\u4e0d\u80fd\u306e\u3068\u304d\uff09\u306b\u3064\u3044\u3066\u3001\u898f\u5247\u306e\u7ae0\u3068\u7d30\u5247\u3001\u3044\u307e\u52b9\u3044\u3066\u3044\u308b\u901a\u9054\u3092\u66f8\u304d\u51fa\u3059\n2. \u904e\u53bb3\u304b\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u56de\u7b54\u3092\u3001\u55b6\u696d\u8ab2\u306e\u30e1\u30e2\u304b\u308920\u4ef6\u62fe\u3046\uff08**\u904b\u8ee2\u306e\u4e71\u308c\u305f\u65e5\u306e\u3082\u306e\u3001\u6539\u6b63\u3092\u307e\u305f\u3050\u3082\u306e\u3092\u6570\u4ef6\u5165\u308c\u308b**\uff09\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u3092\u8cbc\u308a\u3001\u554f\u3044\u5408\u308f\u305b\u30921\u4ef6\u305a\u3064\u5165\u308c\u308b\n4. \u7b2c7\u7ae0\u306e\u6307\u793a\u3092\u8cbc\u308a\u3001\u300c\u6761\u6587\u3092\u5f15\u7528\u3057\u3001\u984d\u3092\u66f8\u304b\u305a\u3001\u65ad\u5b9a\u3057\u306a\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u56de\u7b54\u6848\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u306e\u56de\u7b54\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u62c5\u5f53\u3068\u540c\u3058\u6761\u6587\u3068\u624b\u7d9a\u304d\u3092\u5f15\u7528\u3057\u305f | **\u691c\u7d22\u57fa\u76e4\u3078\u306e\u53d6\u308a\u8fbc\u307f\u306b\u9032\u3080** |\n| \u984d\u3092\u8a08\u7b97\u3057\u305f\u3001\u300c\u6255\u3044\u623b\u305b\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u305f | \u6307\u793a\u3067\u76f4\u308b\u304b\u8a66\u3059\u3002**\u76f4\u3089\u306a\u3051\u308c\u3070\u7981\u6b62\u306e\u8a9e\u3068\u984d\u306e\u7167\u5408\u3092\u6700\u521d\u304b\u3089\u4f5c\u308b** |\n| \u7d30\u5247\u3084\u901a\u9054\u306b\u7121\u3044\u6271\u3044\u3067\u7b54\u3048\u305f | \u56de\u7b54\u96c6\u3092\u8cbc\u308a\u8db3\u3059\u3002**\u6271\u3044\u304c\u6587\u66f8\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u306a\u3089\u3001\u6587\u66f8\u306b\u3059\u308b\u306e\u304c\u5148** |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u55b6\u696d\u8ab2\u304c\u53e3\u982d\u3067\u4f1d\u3048\u3066\u304d\u305f\u6271\u3044\u306e\u3046\u3061\u3001\u3069\u308c\u304c\u6587\u66f8\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002","minimal_setup_short":"\u898f\u5247\u306e\u7ae0\u3068\u7d30\u5247\u30fb\u901a\u9054\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u554f\u3044\u5408\u308f\u305b\u30921\u4ef6\u305a\u3064\u5165\u308c\u308b \uff0f \u6761\u6587\u3092\u63a2\u3057\u3066\u5f15\u7528\u3059\u308b","semi_auto_setup":"\u4e0a\u8a18\uff0b\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u30fb\u56de\u7b54\u96c6\u3092\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u3001\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u691c\u7d22\u753b\u9762\u3067\u554f\u3044\u5408\u308f\u305b\u3092\u5165\u308c\u308b \uff0f \u53d6\u6271\u3044\u306e\u65e5\u3067\u7d5e\u3063\u305f\u6761\u6587\u306e\u691c\u7d22\u3068\u56de\u7b54\u6848\u3002\u99c5\u3078\u306e\u56de\u7b54\u306f\u4eba","full_setup":"\u4e0a\u8a18\uff0b\u99c5\u306e\u7aef\u672b\u304b\u3089\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u691c\u7d22\u3057\u3001\u624b\u914d\u306e\u8a18\u9332\u3092\u5f15\u304d\u3001`answer` \u306f\u99c5\u3078\u76f4\u63a5\u8fd4\u3059 \uff0f \u554f\u3044\u5408\u308f\u305b\u306e\u53d7\u4ed8\u304b\u3089\u56de\u7b54\u3001\u55b6\u696d\u8ab2\u3078\u306e\u5207\u308a\u5206\u3051\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u904b\u8ee2\u304c\u4e71\u308c\u305f\u65e5\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u5c71\u306b\u306f\u4f7f\u3048\u306a\u3044\u306e\u3067\u3001**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u300112\u5206\u304c7\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u63a2\u3059\u6642\u9593\u306f\u6e1b\u308a\u307e\u3059\u304c\u3001\u62c5\u5f53\u304c\u5168\u4ef6\u3092\u8aad\u3093\u3067\u96fb\u8a71\u3067\u8fd4\u3059\u4f5c\u696d\u3068\u3001\u6307\u4ee4\u3078\u306e\u78ba\u8a8d\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** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001`answer` \u306e\u554f\u3044\u5408\u308f\u305b\u306b\u62c5\u5f53\u306e\u624b\u304c\u304b\u304b\u3089\u306a\u304f\u306a\u308b\u3053\u3068\u3068\u3001\u624b\u914d\u306e\u78ba\u8a8d\u304c\u7167\u4f1a\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u671f\u9593\u306e\u5207\u308c\u305f\u901a\u9054\u3067\u7b54\u3048\u308b | \u901a\u9054\u306b\u7d42\u308f\u308a\u306e\u65e5\u3092\u5fc5\u305a\u66f8\u304d\u3001\u53d6\u6271\u3044\u306e\u65e5\u3067\u7d5e\u308b |\n| \u901a\u9054\u306e\u671f\u9593\u3092\u767a\u58f2\u65e5\u3068\u4e57\u8eca\u65e5\u3067\u53d6\u308a\u9055\u3048\u308b | `date_basis` \u3092\u901a\u9054\u3054\u3068\u306b\u4eba\u304c\u66f8\u304f |\n| AI\u304c\u6255\u623b\u3057\u306e\u984d\u3092\u8a08\u7b97\u3059\u308b | \u984d\u3092\u7981\u3058\u3001**\u6587\u5b57\u5217\u306e\u7167\u5408\u3067\u6d88\u3057\u3066 `refer`** |\n| \u632f\u66ff\u8f38\u9001\u3092\u3057\u3066\u3044\u308b\u3068\u7b54\u3048\u308b | \u624b\u914d\u306e\u8a18\u9332\u306e\u7167\u4f1a\u7d50\u679c\u3060\u3051\u3067\u66f8\u304b\u305b\u308b |\n| \u300c\u6255\u3044\u623b\u305b\u307e\u305b\u3093\u300d\u304c\u99c5\u3067\u8aad\u307f\u4e0a\u3052\u3089\u308c\u308b | \u65ad\u308b\u65b9\u5411\u306f\u5fc5\u305a `refer` |\n| \u6539\u6b63\u3092\u307e\u305f\u3050\u4e57\u8eca\u5238\u3092\u65b0\u3057\u3044\u7248\u3067\u6271\u3046 | `revision_between` \u3067\u55b6\u696d\u8ab2\u3078 |\n| \u4ed6\u793e\u306e\u533a\u9593\u307e\u3067\u81ea\u793e\u306e\u898f\u5247\u3067\u7b54\u3048\u308b | \u9023\u7d61\u306e\u4e57\u8eca\u5238\u306f `refer` |\n| \u5f15\u7528\u306e\u4f4d\u7f6e\u304c\u305a\u308c\u308b | \u4f4d\u7f6e\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u3002\u6587\u5b57\u6570\u3067\u5207\u3089\u306a\u3044 |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001\u7a93\u53e3\u3067\u65c5\u5ba2\u306b\u8aa4\u3063\u305f\u53d6\u6271\u3044\u3084\u984d\u3092\u4f1d\u3048\u308b\u8aa4\u308a\u3067\u3059\u3002**\u671f\u9593\u306e\u5f53\u3066\u306f\u3081\u3068\u984d\u306e\u6271\u3044\u3092\u3001AI\u306e\u5916\u306e\u898f\u5247\u3067\u5b88\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u65c5\u5ba2\u55b6\u696d\u898f\u5247\uff08\u516c\u793a\u3057\u3066\u3044\u308b\u3082\u306e\uff09\u3001\u53d6\u6271\u7d30\u5247\u3068\u901a\u9054\uff08\u793e\u5185\u306e\u6587\u66f8\uff09\u3001\u56de\u7b54\u96c6\u3001\u99c5\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\uff08\u65c5\u5ba2\u306e\u7533\u3057\u51fa\u306e\u5185\u5bb9\u3092\u542b\u307f\u3046\u308b\uff09\u3001\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332\u3067\u3059\u3002\n\n1. **\u6255\u623b\u3057\u306e\u984d\u3092AI\u306e\u56de\u7b54\u3067\u4f1d\u3048\u306a\u3044** \u2026 \u984d\u306f\u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\u7a93\u53e3\u3067\u4f1d\u3048\u305f\u984d\u306f\u3001\u65c5\u5ba2\u306b\u3068\u3063\u3066\u305d\u306e\u4f1a\u793e\u306e\u7d04\u675f\u306b\u306a\u308a\u307e\u3059**\n2. **\u65ad\u308b\u56de\u7b54\u3092\u81ea\u52d5\u3067\u8fd4\u3055\u306a\u3044** \u2026 \u9244\u9053\u904b\u8f38\u898f\u7a0b\u306f\u3001\u65c5\u5ba2\u306e\u53d6\u6271\u3044\u306b\u3064\u3044\u3066\u306e\u9244\u9053\u306e\u51e6\u7f6e\u3092\u4e0d\u5f53\u3068\u3059\u308b\u7533\u544a\u306b\u9045\u6ede\u306a\u304f\u5f01\u660e\u3059\u308b\u3053\u3068\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**\u65ad\u308b\u65b9\u5411\u306e\u56de\u7b54\u306f\u3001\u55b6\u696d\u8ab2\u304c\u6761\u6587\u3092\u5f53\u3066\u306f\u3081\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059**\n3. **\u904b\u8ee2\u304c\u6b62\u307e\u3063\u305f\u3068\u304d\u306e\u53d6\u6271\u3044\u306f\u3001\u898f\u5247\u3068\u8a18\u9332\u3067\u7b54\u3048\u308b** \u2026 \u9244\u9053\u904b\u8f38\u898f\u7a0b\u306f\u3001\u904b\u8ee2\u3092\u4e2d\u65ad\u3057\u305f\u3068\u304d\u306b\u65c5\u5ba2\u306e\u4fdd\u8b77\u3068\u3001\u8acb\u6c42\u304c\u3042\u308c\u3070\u51fa\u767a\u306e\u505c\u8eca\u5834\u307e\u3067\u306e\u7121\u8cc3\u306e\u9001\u9084\u3068\u6b8b\u984d\u306e\u6255\u623b\u3057\u3092\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002**\u81ea\u793e\u306e\u898f\u5247\u3068\u7d30\u5247\u304c\u305d\u308c\u3092\u3069\u3046\u5177\u4f53\u5316\u3057\u3066\u3044\u308b\u304b\u3092\u3001\u6761\u6587\u3067\u793a\u3057\u307e\u3059**\n4. **\u65c5\u5ba2\u306e\u500b\u4eba\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u5165\u308c\u306a\u3044** \u2026 \u7533\u3057\u51fa\u306e\u5185\u5bb9\u304b\u3089\u6c0f\u540d\u3084\u9023\u7d61\u5148\u3092\u5916\u3057\u3001\u56de\u7b54\u96c6\u306b\u3082\u6b8b\u3057\u307e\u305b\u3093\n5. **\u30c7\u30fc\u30bf\u306e\u7f6e\u304d\u5834\u6240\u3092\u78ba\u304b\u3081\u308b** \u2026 \u554f\u3044\u5408\u308f\u305b\u306e\u8a18\u9332\u3092\u5916\u90e8\u306e\u30af\u30e9\u30a6\u30c9\u306b\u7f6e\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u516c\u55b6\u306e\u4e8b\u696d\u8005\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3068\u81ea\u6cbb\u4f53\u306e\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u898f\u7a0b\u3092\u5408\u308f\u305b\u3066\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u984d\u3084\u53d6\u6271\u3044\u3092\u65c5\u5ba2\u306b\u4f1d\u3048\u308b\u3053\u3068\u3068\u3001\u6839\u62e0\u3092\u78ba\u304b\u3081\u306a\u3044\u307e\u307e\u65ad\u308b\u3053\u3068\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u7a93\u53e3\u3067\u65c5\u5ba2\u306b\u76f4\u63a5\u5c4a\u304f\u306e\u3067\u3001\u984d\u3068\u632f\u66ff\u8f38\u9001\u306e\u5b9f\u65bd\u3068\u65ad\u308b\u5224\u65ad\u3092\u3001AI\u306e\u5916\u306b\u7f6e\u304d\u307e\u3059\u3002","recommended_for":"\u6570\u5341\u306e\u99c5\u3092\u6301\u3064\u6c11\u55b6\u9244\u9053\u30fb\u516c\u55b6\u306e\u4ea4\u901a\u4e8b\u696d\u8005\u3067\u3001\u99c5\u4fc2\u54e1\u304b\u3089\u55b6\u696d\u8ab2\uff08\u65c5\u5ba2\u8ab2\uff09\u3078\u306e\u53d6\u6271\u3044\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u6bce\u6708\u6570\u767e\u4ef6\u3042\u308a\u3001\u7b54\u3048\u3089\u308c\u308b\u62c5\u5f53\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u3002\u65c5\u5ba2\u55b6\u696d\u898f\u5247\u306b\u52a0\u3048\u3066\u793e\u5185\u306e\u53d6\u6271\u7d30\u5247\u3068\u671f\u9593\u3092\u9650\u3063\u305f\u901a\u9054\u304c\u3042\u308a\u3001\u3069\u308c\u304c\u3044\u307e\u52b9\u3044\u3066\u3044\u308b\u304b\u3092\u99c5\u3067\u78ba\u304b\u3081\u306b\u304f\u3044\u5834\u5408\u3002\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u3092\u6307\u4ee4\u304c\u8a18\u9332\u3068\u3057\u3066\u6b8b\u3057\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u99c5\u304c\u6570\u99c5\u3067\u3001\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u898f\u5247\u3092\u899a\u3048\u3066\u3044\u3089\u308c\u308b\u5834\u5408\u3002\u6255\u623b\u3057\u306e\u984d\u3084\u632f\u66ff\u8f38\u9001\u306e\u5b9f\u65bd\u3092AI\u306e\u56de\u7b54\u3060\u3051\u3067\u6c7a\u3081\u305f\u3044\u5834\u5408\uff08\u984d\u306f\u767a\u5238\u306e\u7aef\u672b\u3067\u78ba\u304b\u3081\u3001\u632f\u66ff\u8f38\u9001\u3092\u884c\u3046\u304b\u306f\u6307\u4ee4\u3068\u55b6\u696d\u8ab2\u304c\u6c7a\u3081\u307e\u3059\uff09\u3002\u793e\u5185\u306e\u53d6\u6271\u7d30\u5247\u3084\u901a\u9054\u304c\u6587\u66f8\u306b\u306a\u3063\u3066\u304a\u3089\u305a\u3001\u53e3\u982d\u3067\u4f1d\u3048\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a\u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u53d6\u6271\u3044\u3092\u6c7a\u3081\u3001\u6587\u66f8\u306b\u671f\u9593\u3092\u4ed8\u3051\u308b**\n\n\u904e\u53bb3\u304b\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u6570\u3048\u3001\u591a\u3044\u53d6\u6271\u3044\uff08\u6255\u623b\u3057\u3001\u904b\u884c\u4e0d\u80fd\u306e\u3068\u304d\uff09\u3092\u9078\u3073\u307e\u3059\u3002\u305d\u306e\u7ae0\u306e\u898f\u5247\u3068\u7d30\u5247\u3001\u3044\u307e\u52b9\u3044\u3066\u3044\u308b\u901a\u9054\u306b\u3001**\u52b9\u529b\u306e\u671f\u9593\u3068\u65e5\u4ed8\u306e\u57fa\u6e96\u3092\u4ed8\u3051\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a20\u4ef6\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u8a66\u3059**\n\n\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u3092\u8cbc\u308a\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b20\u4ef6\u3092\u5165\u308c\u307e\u3059\u3002**\u984d\u3092\u8a08\u7b97\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u300c\u6255\u3044\u623b\u305b\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u56de\u7b54\u96c6\u3092\u6574\u3048\u3001\u624b\u914d\u306e\u8a18\u9332\u3092\u78ba\u304b\u3081\u308b**\n\n\u904e\u53bb\u306e\u56de\u7b54\u3092\u6839\u62e0\u306e\u6761\u6587\u4ed8\u304d\u306720\u4ef6\u307b\u3069\u6587\u66f8\u306b\u3057\u307e\u3059\u3002\u6307\u4ee4\u306e\u632f\u66ff\u8f38\u9001\u306e\u624b\u914d\u306e\u8a18\u9332\u304c\u3001\u65e5\u6642\u3068\u533a\u9593\u3067\u5f15\u3051\u308b\u5f62\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u55b6\u696d\u8ab2\u3067\u4f7f\u3046**\n\n\u898f\u5247\u30fb\u7d30\u5247\u30fb\u901a\u9054\u30fb\u56de\u7b54\u96c6\u3092\u53d6\u308a\u8fbc\u307f\u3001\u55b6\u696d\u8ab2\u306e\u62c5\u5f53\u304c\u691c\u7d22\u753b\u9762\u3067\u554f\u3044\u5408\u308f\u305b\u3092\u5165\u308c\u3066\u56de\u7b54\u6848\u3092\u898b\u308b\u904b\u7528\u3092\u59cb\u3081\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u99c5\u306e\u7aef\u672b\u306e\u753b\u9762\u3001\u624b\u914d\u306e\u8a18\u9332\u306e\u7167\u4f1a\u3001\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3092\u4f5c\u308a\u3001\u5168\u4ef6\u3092\u62c5\u5f53\u304c\u898b\u3066\u304b\u3089\u99c5\u3078\u8fd4\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** `answer` \u306e\u4e2d\u306b\u62c5\u5f53\u304c `refer` \u306b\u3057\u305f\u3082\u306e\u304c1\u5272\u672a\u6e80\u306b\u306a\u3063\u305f\u3089\u3001`answer` \u306e\u76f4\u63a5\u306e\u8fd4\u4fe1\u3092\u59cb\u3081\u3001\u53d6\u6271\u3044\u306e\u7a2e\u985e\u3092\u5e83\u3052\u307e\u3059\u3002**\u3059\u3079\u3066\u306e\u901a\u9054\u306b\u671f\u9593\u3068\u65e5\u4ed8\u306e\u57fa\u6e96\u304c\u4ed8\u304d\u3001\u624b\u914d\u306e\u8a18\u9332\u304c\u7167\u4f1a\u3067\u304d\u308b\u306e\u304c\u5f53\u305f\u308a\u524d\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0272","UC-0962","UC-1079","UC-1504"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"},{"id":5349,"slug":"kokoku-link-zokusei","title":"\u5e83\u544a\u306e\u30ea\u30f3\u30af\u306b\u4ed8\u3051\u308b\u6307\u5b9a\u3068\u306f\uff1f\uff5c\u691c\u7d22\u306e\u8a55\u4fa1\u3092\u5b88\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u306e `includeCitations`\uff08\u65e2\u5b9a\u306f false\uff09\u3001`ignoreAdversarialQuery`\u30fb`ignoreNonAnswerSeekingQuery`\u30fb`ignoreLowRelevantContent`\u3001`preamble`\u3001\u691c\u7d22\u306e\u6307\u5b9a\u306e `filter`\u3001`session` \u3067\u524d\u306e\u3084\u308a\u53d6\u308a\u3092\u7d9a\u3051\u3089\u308c\u308b\u3053\u3068\u3002`includeGroundingSupports` \u3067\u6587\u3054\u3068\u306b 0\u301c1 \u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u8fd4\u308b\u3053\u3068\u3002`answerSkippedReasons`\u3002\u5f15\u7528\u306e `startIndex`\uff0f`endIndex` \u304c UTF-8 \u306e\u30d0\u30a4\u30c8\u5358\u4f4d\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-14 |\n| \u7d5e\u308a\u8fbc\u307f\u306e `ANY()` \u304c\u5217\u6319\u3057\u305f\u5024\u3068\u306e\u5b8c\u5168\u4e00\u81f4\u3092\u898b\u308b\u3053\u3068\u3001`AND`\uff0f`OR`\u3001\u65e5\u6642\u306e\u9805\u76ee\u3092 ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u3079\u3089\u308c\u308b\u3053\u3068\u3001\u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [Google Cloud: Filter custom search for structured or unstructured data](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-14 |\n| \u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u5bfe\u5fdc\u5f62\u5f0f\u3068\u30011\u30d5\u30a1\u30a4\u30eb200MB\u306e\u4e0a\u9650\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u3092 JSON Lines \u3067 `id`\u30fb`structData`\u30fb`content`\uff08`mimeType`\u30fb`uri`\uff09\u3068\u3057\u3066\u66f8\u304f\u3053\u3068 | [Google Cloud: Prepare data for ingesting](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/prepare-data) | 2026-10-14 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u304c\u6bb5\u843d\u30fb\u8868\u30fb\u30ea\u30b9\u30c8\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u3002\u30c1\u30e3\u30f3\u30af\u306e\u5927\u304d\u3055\u304c100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3001`includeAncestorHeadings` \u3067\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3089\u308c\u308b\u3053\u3068 | [Google Cloud: Parse and chunk documents](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-14 |\n| \u9244\u9053\u904b\u8f38\u898f\u7a0b\u7b2c3\u6761\uff08\u9244\u9053\u306e\u51e6\u7f6e\u3092\u4e0d\u5f53\u3068\u3059\u308b\u7533\u544a\u3078\u306e\u9045\u6ede\u306e\u306a\u3044\u5f01\u660e\uff09\u3001\u7b2c4\u6761\uff08\u505c\u8eca\u5834\u306b\u904b\u8cc3\u8868\u30fb\u6599\u91d1\u8868\u30fb\u898f\u5247\u7b49\u3092\u5099\u3048\u4ed8\u3051\u308b\u3053\u3068\uff09\u3001\u7b2c14\u6761\uff08\u6539\u672d\u524d\u306b\u65c5\u884c\u3092\u3084\u3081\u305f\u5834\u5408\u306e\u767a\u884c\u5f53\u65e5\u306e\u6255\u623b\u3057\u3068\u624b\u6570\u6599\uff09\u3001\u7b2c17\u6761\uff08\u904b\u8ee2\u3092\u4e2d\u65ad\u3057\u305f\u3068\u304d\u306e\u65c5\u5ba2\u306e\u4fdd\u8b77\u3001\u8acb\u6c42\u306b\u3088\u308b\u51fa\u767a\u505c\u8eca\u5834\u307e\u3067\u306e\u7121\u8cc3\u9001\u9084\u3068\u6b8b\u984d\u306e\u6255\u623b\u3057\uff09 | [e-Gov \u6cd5\u4ee4API: \u9244\u9053\u904b\u8f38\u898f\u7a0b](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/317M10000800003) | 2026-10-14 |\n\n**\u4e57\u8eca\u5238\u306e\u53d6\u6271\u3044\u3001\u6255\u623b\u3057\u306e\u984d\u3001\u632f\u66ff\u8f38\u9001\u306e\u5b9f\u65bd\u306f\u3001\u5404\u4e8b\u696d\u8005\u306e\u65c5\u5ba2\u55b6\u696d\u898f\u5247\u30fb\u53d6\u6271\u7d30\u5247\u3068\u55b6\u696d\u8ab2\u30fb\u6307\u4ee4\u306e\u5224\u65ad\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Google Cloud \u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068 e-Gov \u306e\u6cd5\u4ee4\u30c7\u30fc\u30bf\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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