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\u7a93\u53e3\u306f\u300c\u7530\u4e2d\u69d8\u3088\u308a\u3001203\u306e\u4e0a\u306e\u968e\u304c\u3046\u308b\u3055\u3044\u3068\u300d\u306e\u3088\u3046\u306b\u5185\u5bb9\u306e\u6b04\u3078\u66f8\u304d\u307e\u3059\u3002**\u5217\u3092\u6d88\u3059\u3060\u3051\u3067\u306f\u3001\u6c0f\u540d\u306f\u5916\u3078\u51fa\u307e\u3059\u3002**\n\n**5\u756a\u76ee\u3067\u6570\u5b57\u3092\u5148\u306b\u4f5c\u308b\u306e\u306f\u3001AI\u306b\u6570\u3048\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u4ef6\u6570\u3092\u6570\u3048\u9593\u9055\u3048\u305f\u5831\u544a\u306f\u3001\u6570\u5b57\u306e\u8868\u3068\u672c\u6587\u3067\u98df\u3044\u9055\u3044\u307e\u3059\u3002\u6570\u5b57\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u6570\u3048\u3001AI\u306f\u6587\u7ae0\u3060\u3051\u3092\u53d7\u3051\u6301\u3061\u307e\u3059\u3002\n\n**\u5165\u529b\u306e\u4e26\u3079\u65b9\u306f\u3001\u9577\u3044\u8cc7\u6599\u306e\u6271\u3044\u306b\u95a2\u3059\u308b\u516c\u5f0f\u306e\u6307\u91dd\u306b\u5408\u308f\u305b\u307e\u3059\u3002** \u9577\u3044\u8cc7\u6599\u306f\u6307\u793a\u3088\u308a\u524d\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u4e0a\u306e\u307b\u3046\u306b\u7f6e\u304d\u3001\u554f\u3044\uff08\u6307\u793a\uff09\u306f\u6700\u5f8c\u306b\u7f6e\u304f\u3068\u3001\u8907\u96d1\u306a\u8907\u6570\u306e\u8cc7\u6599\u3067\u5fdc\u7b54\u306e\u8cea\u304c\u6700\u592730\uff05\u4e0a\u304c\u3063\u305f\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8cc7\u6599\u306f `` \u30bf\u30b0\u3067\u5305\u307f\u3001`` \u306a\u3069\u306e\u60c5\u5831\u3092\u4ed8\u3051\u307e\u3059\u3002\u8a18\u9332\u306e\u591a\u3044\u7269\u4ef6\u307b\u3069\u52b9\u304d\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u30015\u3064\u306e\u6b04\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u8a18\u9332\u304b\u3089\u8a00\u3048\u308b\u3053\u3068\u3060\u3051\u3092\u77ed\u304f\u66f8\u304f\u3053\u3068\u3067\u3059\u3002**\n\n| \u6b04 | \u66f8\u304b\u305b\u308b\u3053\u3068 | \u66f8\u304b\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|:--|\n| \u5165\u5c45\u8005\u304b\u3089\u306e\u9023\u7d61 | \u5206\u985e\u3054\u3068\u306e\u50be\u5411\u3068\u3001\u5bfe\u5fdc\u306e\u7d50\u679c\u3002\u672a\u5b8c\u4e86\u306e\u3082\u306e | \u4ef6\u6570\uff08\u8868\u306b\u51fa\u308b\uff09\u3001\u8ab0\u304b\u3089\u306e\u9023\u7d61\u304b |\n| \u4fee\u7e55 | \u624b\u914d\u3057\u305f\u5185\u5bb9\u3068\u72b6\u6cc1\u3002\u627f\u8a8d\u5f85\u3061\u306e\u898b\u7a4d\u304c\u3042\u308b\u3053\u3068 | \u91d1\u984d\uff08\u8868\u306b\u51fa\u308b\uff09\u3001\u696d\u8005\u306e\u8a55\u4fa1 |\n| \u5165\u9000\u53bb\u30fb\u52df\u96c6 | \u9000\u53bb\u4e88\u5b9a\u3001\u5165\u5c45\u3001\u52df\u96c6\u306e\u72b6\u6cc1 | \u9000\u53bb\u306e\u7406\u7531\u306e\u3046\u3061\u500b\u4eba\u306e\u4e8b\u60c5 |\n| \u6ede\u7d0d | \u6ede\u7d0d\u304c\u3042\u308b\uff0f\u306a\u3044\u3053\u3068\u3001\u7763\u4fc3\u306e\u5bfe\u5fdc\u72b6\u6cc1 | \u91d1\u984d\u3001\u6ede\u7d0d\u3057\u3066\u3044\u308b\u4eba\u306e\u4e8b\u60c5 |\n| \u5224\u65ad\u3057\u3066\u307b\u3057\u3044\u3053\u3068 | \u627f\u8a8d\u5f85\u3061\u306e\u898b\u7a4d\u3001\u8a2d\u5099\u306e\u66f4\u65b0\u306e\u76f8\u8ac7\u306a\u3069\u3001\u30aa\u30fc\u30ca\u30fc\u304c\u6c7a\u3081\u308b\u4e8b\u9805 | \u7ba1\u7406\u4f1a\u793e\u3068\u3057\u3066\u306e\u63a8\u5968\u3092\u65ad\u5b9a\u3059\u308b\u3053\u3068 |\n\n**\u305d\u308c\u305e\u308c\u306e\u6587\u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u306e\u756a\u53f7\uff08`record_ids`\uff09\u3092\u4ed8\u3051\u3055\u305b\u307e\u3059\u3002** \u62c5\u5f53\u8005\u306f\u4e0b\u66f8\u304d\u3092\u8aad\u307f\u306a\u304c\u3089\u3001\u305d\u306e\u756a\u53f7\u306e\u8a18\u9332\u3060\u3051\u3092\u958b\u3051\u3070\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\u516c\u5f0f\u306e\u6307\u91dd\u3067\u3082\u3001\u9577\u3044\u8cc7\u6599\u3067\u306f\u5148\u306b\u95a2\u4fc2\u3059\u308b\u90e8\u5206\u3092\u5f15\u7528\u3055\u305b\u3066\u304b\u3089\u672c\u984c\u306b\u5165\u308b\u3068\u3001\u95a2\u4fc2\u306e\u306a\u3044\u90e8\u5206\u3092\u7121\u8996\u3057\u3084\u3059\u304f\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91d1\u984d\u30fb\u4ef6\u6570\u3092\u6587\u4e2d\u306b\u66f8\u304f | \u8868\u306e\u5024\u3068\u98df\u3044\u9055\u3046\u3002\u6570\u5b57\u306f\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5024\u3060\u3051\u306b\u3059\u308b |\n| \u5165\u5c45\u8005\u3092\u7279\u5b9a\u3067\u304d\u308b\u66f8\u304d\u65b9 | \u6c0f\u540d\u306f\u6e21\u3057\u3066\u3044\u306a\u3044\u304c\u3001\u4e8b\u60c5\u306e\u66f8\u304d\u65b9\u3067\u7279\u5b9a\u3067\u304d\u3066\u3057\u307e\u3046 |\n| \u8a18\u9332\u306b\u306a\u3044\u63a8\u6e2c\uff08\u300c\u304a\u305d\u3089\u304f\u300d\u300c\u8fd1\u304f\u9000\u53bb\u304b\u300d\uff09 | \u30aa\u30fc\u30ca\u30fc\u306e\u5224\u65ad\u3092\u8aa4\u3089\u305b\u308b |\n| \u4fee\u7e55\u306e\u8981\u5426\u3092\u5224\u65ad\u3059\u308b | \u8981\u5426\u306f\u73fe\u5730\u3092\u898b\u305f\u62c5\u5f53\u8005\u3068\u696d\u8005\u304c\u6c7a\u3081\u308b |\n| \u524d\u6708\u306e\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u3092\u9ed9\u3063\u3066\u6d88\u3059 | \u7247\u4ed8\u3044\u305f\u306a\u3089\u7247\u4ed8\u3044\u305f\u3068\u66f8\u304b\u305b\u308b |","prompt_example":"```\n\n \n \u5bfe\u5fdc\u5c65\u6b74\uff08{property_code}\uff0f{period}\uff09<\/source>\n {inquiries}<\/document_content>\n <\/document>\n \n \u4fee\u7e55<\/source>\n {repairs}<\/document_content>\n <\/document>\n \n \u5951\u7d04\uff08\u9000\u53bb\u4e88\u5b9a\u30fb\u5165\u5c45\u30fb\u52df\u96c6\uff09<\/source>\n {leases}<\/document_content>\n <\/document>\n \n \u6ede\u7d0d\u306e\u6709\u7121\uff08\u3042\u308a\uff0f\u306a\u3057\u306e\u307f\uff09<\/source>\n {arrears_flags}<\/document_content>\n <\/document>\n \n \u524d\u6708\u304b\u3089\u306e\u6301\u3061\u8d8a\u3057\u4e8b\u9805<\/source>\n {carry_over}<\/document_content>\n <\/document>\n<\/documents>\n\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u3068\u3057\u3066\u3001\u7269\u4ef6\u306e\u30aa\u30fc\u30ca\u30fc\u3078\u9001\u308b\u6708\u6b21\u5831\u544a\u306e\u6587\u7ae0\u3092\u66f8\u304d\u307e\u3059\u3002\n\u4e0a\u306e\u8a18\u9332\u3060\u3051\u3092\u6839\u62e0\u306b\u30015\u3064\u306e\u6b04\u306e\u6587\u7ae0\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6b04\u3011\n1. inquiries ...... \u5165\u5c45\u8005\u304b\u3089\u306e\u9023\u7d61\u306e\u50be\u5411\u3068\u5bfe\u5fdc\u306e\u7d50\u679c\u3001\u672a\u5b8c\u4e86\u306e\u3082\u306e\n2. repairs ........ \u4fee\u7e55\u306e\u624b\u914d\u306e\u5185\u5bb9\u3068\u72b6\u6cc1\u3001\u30aa\u30fc\u30ca\u30fc\u306e\u627f\u8a8d\u5f85\u3061\u306e\u898b\u7a4d\n3. leasing ........ \u9000\u53bb\u4e88\u5b9a\u3001\u5165\u5c45\u3001\u52df\u96c6\u306e\u72b6\u6cc1\n4. arrears ........ \u6ede\u7d0d\u304c\u3042\u308b\u304b\u306a\u3044\u304b\u3001\u7763\u4fc3\u306e\u5bfe\u5fdc\u72b6\u6cc1\n5. owner_decisions \u30aa\u30fc\u30ca\u30fc\u306b\u5224\u65ad\u3057\u3066\u307b\u3057\u3044\u4e8b\u9805\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u30fb\u4ef6\u6570\u30fb\u65e5\u6570\u306a\u3069\u306e\u6570\u5b57\u3092\u6587\u7ae0\u306b\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u6570\u5b57\u306f\u5225\u306e\u8868\u306b\u5165\u308a\u307e\u3059\u3002\u300c\u8907\u6570\u300d\u300c\u3044\u304f\u3064\u304b\u300d\u3068\u3082\u66f8\u304b\u305a\u3001\u4e8b\u5b9f\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u5c4b\u306f\u300c\u90e8\u5c4bR3\u300d\u306e\u3088\u3046\u306a\u4eee\u306e\u756a\u53f7\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n \u53f7\u5ba4\u306b\u76f4\u3057\u305f\u308a\u3001\u968e\u3084\u4f4d\u7f6e\u3092\u88dc\u3063\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5165\u5c45\u8005\u306e\u5bb6\u65cf\u69cb\u6210\u3001\u4f53\u8abf\u3001\u52e4\u3081\u5148\u3001\u8fd1\u96a3\u3068\u306e\u3082\u3081\u3054\u3068\u306e\u76f8\u624b\u306a\u3069\u3001\n \u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u4e8b\u60c5\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u5165\u5c45\u8005\u9593\u306e\u751f\u6d3b\u97f3\u300d\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002\n- \u8a18\u9332\u306b\u306a\u3044\u3053\u3068\u3092\u63a8\u6e2c\u3067\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u300c\u304a\u305d\u3089\u304f\u300d\u300c\u301c\u3068\u601d\u308f\u308c\u308b\u300d\u300c\u8fd1\u304f\u9000\u53bb\u306e\u53ef\u80fd\u6027\u300d\u306f\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u304c\u7121\u3044\u6b04\u306f\u300c\u4eca\u6708\u306e\u8a18\u9332\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u7a7a\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4fee\u7e55\u304c\u5fc5\u8981\u304b\u3069\u3046\u304b\u3001\u3069\u306e\u696d\u8005\u304c\u3088\u3044\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u524d\u6708\u304b\u3089\u306e\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u306f\u3001\u4eca\u6708\u306e\u8a18\u9332\u3067\u7247\u4ed8\u3044\u305f\u3082\u306e\u306f resolved\u3001\n \u7d9a\u3044\u3066\u3044\u308b\u3082\u306e\u306f open \u3068\u3057\u3066 carry_over_status \u306b\u5fc5\u305a\u5168\u4ef6\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5404\u6587\u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u306e\u756a\u53f7\u3092 record_ids \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n \u6839\u62e0\u306e\u756a\u53f7\u304c\u7121\u3044\u6587\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff08\u300c\u4eca\u6708\u306e\u8a18\u9332\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u3060\u3051\u306f\u7a7a\u3067\u53ef\uff09\u3002\n- 1\u3064\u306e\u6b04\u306f200\u5b57\u4ee5\u5185\u3001\u3067\u3059\u30fb\u307e\u3059\u8abf\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u6570\u5b57\u3092\u66f8\u304b\u306a\u3044\u300d\u306f\u3001\u300c\u8907\u6570\u3068\u3082\u66f8\u304b\u306a\u3044\u300d\u307e\u3067\u8a00\u308f\u306a\u3044\u3068\u5b88\u3089\u308c\u307e\u305b\u3093\u3002** \u6570\u5b57\u3092\u7981\u3058\u308b\u3068\u300c3\u4ef6\u300d\u306e\u4ee3\u308f\u308a\u306b\u300c\u8907\u6570\u4ef6\u300d\u3068\u66f8\u304d\u3001**\u8868\u306e\u4ef6\u6570\u304c1\u4ef6\u306e\u3068\u304d\u306b\u98df\u3044\u9055\u3044\u307e\u3059\u3002**\n\n**\u8a18\u9332\u3092\u5148\u306b\u3001\u6307\u793a\u3092\u5f8c\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u516c\u5f0f\u306e\u6307\u91dd\u306b\u5408\u308f\u305b\u305f\u3082\u306e\u3067\u3059\u3002** \u8a18\u9332\u306e\u591a\u3044\u7269\u4ef6\u3067\u306f\u3001\u6b04\u306e\u5b9a\u7fa9\u304c\u8a18\u9332\u306e\u5f8c\u308d\u306b\u3042\u308b\u307b\u3046\u304c\u3001\u3069\u306e\u6b04\u306b\u4f55\u3092\u66f8\u304f\u304b\u3092\u53d6\u308a\u9055\u3048\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002","output_data":"**\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n \"property_code\": \"P-0412\",\n \"sections\": {\n \"inquiries\": [{ \"text\": \"\", \"record_ids\": [\"\"] }],\n \"repairs\": [{ \"text\": \"\", \"record_ids\": [\"\"] }],\n \"leasing\": [{ \"text\": \"\", \"record_ids\": [\"\"] }],\n \"arrears\": [{ \"text\": \"\", \"record_ids\": [\"\"] }],\n \"owner_decisions\": [{ \"text\": \"\", \"record_ids\": [\"\"] }]\n },\n \"carry_over_status\": [\n { \"item_id\": \"\", \"status\": \"resolved | open\", \"note\": \"\" }\n ],\n \"needs_attention\": false,\n \"attention_reason\": \"\"\n}\n```\n\n\u30b9\u30ad\u30fc\u30de\u3067\u306f5\u3064\u306e\u6b04\u3068 `carry_over_status` \u3092\u3059\u3079\u3066 `required` \u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306f `additionalProperties: false` \u306b\u3057\u307e\u3059\u3002`status` \u306f `enum` \u3067 `resolved` \u3068 `open` \u306b\u9650\u308a\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u6b04\u304c\u629c\u3051\u306a\u3044\u3053\u3068\u3067\u3059\u3002** \u5fc5\u9808\u306e\u9805\u76ee\u3068\u578b\u304c\u5b88\u3089\u308c\u308b\u305f\u3081\u3001\u300c\u4fee\u7e55\u306e\u6b04\u3092\u66f8\u304d\u5fd8\u308c\u305f\u4e0b\u66f8\u304d\u300d\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002\u8a18\u9332\u304c\u7121\u3044\u6b04\u306b\u3082\u300c\u4eca\u6708\u306e\u8a18\u9332\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u304c\u5165\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u6587\u3068\u6839\u62e0\u30921\u5bfe1\u3067\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** `record_ids` \u304c\u3042\u308b\u306e\u3067\u3001\u62c5\u5f53\u8005\u306f\u4e0b\u66f8\u304d\u306e1\u6587\u3054\u3068\u306b\u5143\u306e\u8a18\u9332\u3078\u623b\u308c\u307e\u3059\u3002\u81ea\u7531\u6587\u3067\u53d7\u3051\u53d6\u308b\u3068\u3001\u3069\u306e\u8a18\u9332\u304b\u3089\u66f8\u3044\u305f\u306e\u304b\u3092\u63a2\u3057\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u691c\u67fb\u3057\u3084\u3059\u3044\u3053\u3068\u3067\u3059\u3002** \u5404\u6b04\u306e `text` \u3092\u53d6\u308a\u51fa\u3057\u3066\u3001\u6570\u5b57\u3001\u300c\u53f7\u5ba4\u300d\u3001\u7981\u6b62\u8a9e\u3092\u63a2\u305b\u307e\u3059\u3002**\u30b9\u30ad\u30fc\u30de\u3067\u5b88\u308c\u306a\u3044\u6587\u5b57\u6570\u3068\u6570\u5b57\u306e\u6df7\u5165\u306f\u3001\u3053\u3053\u3067\u691c\u67fb\u3057\u307e\u3059\u3002** \u306a\u304a\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u5fdc\u7b54\u306e\u62d2\u5426\u3084 `stop_reason` \u304c `max_tokens` \u306e\u5834\u5408\u306b\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u51fa\u529b\u306b\u306a\u308a\u3046\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001**`stop_reason` \u3082\u5fc5\u305a\u898b\u307e\u3059\u3002**\n\n**`needs_attention` \u306f\u3001AI\u304c\u300c\u3053\u306e\u7269\u4ef6\u306f\u62c5\u5f53\u8005\u304c\u3088\u304f\u8aad\u3080\u3079\u304d\u300d\u3068\u5224\u65ad\u3057\u305f\u3068\u304d\u306b\u7acb\u3066\u307e\u3059\u3002** \u8a18\u9332\u3069\u3046\u3057\u304c\u77db\u76fe\u3057\u3066\u3044\u308b\u3001\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u306e\u6271\u3044\u304c\u5206\u304b\u3089\u306a\u3044\u3001\u3068\u3044\u3063\u305f\u5834\u5408\u3067\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | CSV\u306e\u51fa\u529b\uff08\u4eba\uff09 | 4\u7a2e\u985e\u306e\u8a18\u9332\u3092\u51fa\u529b\u3059\u308b\u3002**\u66f8\u304d\u8fbc\u307f\u306f\u3057\u306a\u3044** |\n| Claude API | Message Batches API | 120\u7269\u4ef6\u5206\u30921\u56de\u3067\u6295\u5165\u3057\u3001\u7d50\u679c\u3092\u53d7\u3051\u53d6\u308b |\n| \u5831\u544a\u66f8\u306e\u3072\u306a\u5f62 | \u30b9\u30af\u30ea\u30d7\u30c8\u3067\u6d41\u3057\u8fbc\u307f | \u6587\u7ae0\u3068\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u6570\u5b57\u306e\u8868\u3092\u5408\u308f\u305b\u308b |\n| \u5171\u6709\u30d5\u30a9\u30eb\u30c0 | \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58 | \u7269\u4ef6\u3054\u3068\u306e\u4e0b\u66f8\u304d\u3092\u62c5\u5f53\u8005\u5225\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u7f6e\u304f |\n| \u30e1\u30fc\u30eb | \u62c5\u5f53\u8005\u304c\u9001\u308b | PDF\u306b\u3057\u3066\u9001\u4ed8\u3002**\u81ea\u52d5\u9001\u4fe1\u306f\u3057\u306a\u3044** |\n\n**\u30d0\u30c3\u30c1\u306e\u7d50\u679c\u306f\u3001\u6295\u5165\u3057\u305f\u9806\u306b\u8fd4\u3063\u3066\u304f\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002** \u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u3082\u3001\u7d50\u679c\u306f\u4f5c\u6210\u6642\u306e\u9806\u5e8f\u3068\u4e00\u81f4\u3057\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u3001`custom_id` \u3067\u7a81\u304d\u5408\u308f\u305b\u308b\u3088\u3046\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**`custom_id` \u306b\u306f\u7269\u4ef6\u30b3\u30fc\u30c9\u3092\u5165\u308c\u307e\u3059\u3002** \u4f7f\u3048\u308b\u306e\u306f\u82f1\u6570\u5b57\u3068\u30cf\u30a4\u30d5\u30f3\u3001\u30a2\u30f3\u30c0\u30fc\u30b9\u30b3\u30a2\u30671\u301c64\u6587\u5b57\u306a\u306e\u3067\u3001\u7269\u4ef6\u30b3\u30fc\u30c9\u306b\u65e5\u672c\u8a9e\u304c\u5165\u308b\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u5074\u3067\u5909\u63db\u8868\u3092\u6301\u3061\u307e\u3059\u3002\n\n**\u90e8\u5c4b\u306e\u4eee\u756a\u53f7\u306f\u3001\u3072\u306a\u5f62\u306b\u6d41\u3057\u8fbc\u3080\u3068\u304d\u306b\u623b\u3057\u307e\u3059\u3002** \u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u300c\u90e8\u5c4b\u756a\u53f7\u3092\u51fa\u3059\u300d\u3068\u3057\u3066\u3044\u308b\u7269\u4ef6\u3060\u3051\u3001R3\u3092203\u53f7\u5ba4\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**\u300c\u51fa\u3055\u306a\u3044\u300d\u7269\u4ef6\u3067\u306f\u3001\u4eee\u756a\u53f7\u306e\u8868\u8a18\u3092\u6d88\u3057\u3066\u6587\u3092\u6574\u3048\u307e\u3059\u3002**","human_review":"1. **`needs_attention` \u306e\u7269\u4ef6\u3068\u3001\u691c\u67fb\u3067\u6b62\u307e\u3063\u305f\u7269\u4ef6\u3092\u5148\u306b\u8aad\u3080** \u2026 \u3053\u3053\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\n2. **\u5224\u65ad\u3057\u3066\u307b\u3057\u3044\u3053\u3068\u306e\u6b04\u3092\u78ba\u304b\u3081\u308b** \u2026 \u898b\u7a4d\u306e\u627f\u8a8d\u5f85\u3061\u304c\u6f0f\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u4fee\u7e55\u306e\u753b\u9762\u306e\u300c\u627f\u8a8d\u304c\u8981\u308b\u300d\u6848\u4ef6\u3068\u898b\u6bd4\u3079\u307e\u3059\n3. **\u66f8\u304d\u3059\u304e\u3092\u6d88\u3059** \u2026 \u5165\u5c45\u8005\u3092\u7279\u5b9a\u3067\u304d\u308b\u66f8\u304d\u65b9\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u8aad\u307f\u307e\u3059\u3002**\u90e8\u5c4b\u756a\u53f7\u3092\u51fa\u3059\u7269\u4ef6\u3067\u306f\u7279\u306b**\n4. **\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u306e\u6271\u3044\u3092\u78ba\u304b\u3081\u308b** \u2026 `resolved` \u306b\u3055\u308c\u305f\u3082\u306e\u304c\u672c\u5f53\u306b\u7247\u4ed8\u3044\u305f\u304b\n5. **\u4e0a\u9577\u304c\u76ee\u3092\u901a\u3057\u3066\u9001\u308b** \u2026 \u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30aa\u30fc\u30ca\u30fc\u306b\u3068\u3063\u3066\u5831\u544a\u66f8\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u306e\u306f\u3001\u81ea\u5206\u304c\u4f55\u3092\u6c7a\u3081\u308c\u3070\u3088\u3044\u304b\u3067\u3059\u3002**\u627f\u8a8d\u5f85\u3061\u304c\u6f0f\u308c\u308b\u3068\u3001\u4fee\u7e55\u304c1\u304b\u6708\u9045\u308c\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f1\u7269\u4ef612\u5206\u3067\u3059\u3002** \u8a18\u9332\u3092\u8aad\u307f\u8fd4\u3059\u6642\u9593\u304c\u7121\u304f\u306a\u308a\u3001\u4e0b\u66f8\u304d\u3092\u8aad\u3093\u3067\u76f4\u3059\u6642\u9593\u3060\u3051\u304c\u6b8b\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| CSV\u306e\u671f\u9593\u304c\u524d\u6708\u3068\u9055\u3046 | \u5168\u4f53\u3092\u6b62\u3081\u308b\u3002**1\u4ef6\u3082\u6295\u5165\u3057\u306a\u3044** |\n| \u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a\u304c\u7121\u3044\u7269\u4ef6 | \u90e8\u5c4b\u756a\u53f7\u3092\u51fa\u3055\u306a\u3044\u5074\u3067\u4f5c\u308a\u3001\u62c5\u5f53\u8005\u3078\u77e5\u3089\u305b\u308b |\n| \u30d0\u30c3\u30c1\u306e\u7d50\u679c\u304c `errored` | \u305d\u306e\u7269\u4ef6\u3060\u3051\u3001\u901a\u5e38\u306eAPI\u547c\u3073\u51fa\u3057\u3067\u4f5c\u308a\u76f4\u3059 |\n| \u30d0\u30c3\u30c1\u304c24\u6642\u9593\u4ee5\u5185\u306b\u7d42\u308f\u3089\u305a `expired` | \u8ab2\u91d1\u306f\u3055\u308c\u306a\u3044\u3002\u6b8b\u308a\u3092\u901a\u5e38\u306eAPI\u547c\u3073\u51fa\u3057\u3067\u4f5c\u308b |\n| `stop_reason` \u304c `max_tokens` | \u8a18\u9332\u3092\u5206\u985e\u3054\u3068\u306b\u5206\u3051\u3066\u3001\u3082\u3046\u4e00\u5ea6\u6295\u5165\u3059\u308b |\n| \u6587\u7ae0\u306b\u6570\u5b57\u3084\u300c\u53f7\u5ba4\u300d\u304c\u6df7\u3056\u308b | \u305d\u306e\u6b04\u3092\u6d88\u3057\u3066 `needs_attention` \u306b\u3059\u308b |\n| \u8a18\u9332\u304c1\u4ef6\u3082\u7121\u3044\u7269\u4ef6 | AI\u306b\u6295\u3052\u305a\u3001\u300c\u4eca\u6708\u306e\u8a18\u9332\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u306e\u3072\u306a\u5f62\u3067\u4f5c\u308b |\n| \u6301\u3061\u8d8a\u3057\u4e8b\u9805\u304c `carry_over_status` \u306b\u7121\u3044 | \u4e0b\u66f8\u304d\u3092\u6b62\u3081\u3001\u62c5\u5f53\u8005\u304c\u66f8\u304f |\n| \u5185\u5bb9\u306e\u6b04\u306b\u6c0f\u540d\u304c\u6b8b\u3063\u3066\u3044\u305f | \u6295\u5165\u524d\u306e\u691c\u67fb\u3067\u6b62\u3081\u3001\u4f0f\u305b\u5b57\u306e\u898f\u5247\u3092\u8db3\u3059 |\n\n**\u30d0\u30c3\u30c1\u306b\u306f24\u6642\u9593\u306e\u671f\u9650\u304c\u3042\u308a\u307e\u3059\u3002** \u591a\u304f\u306f1\u6642\u9593\u4ee5\u5185\u306b\u7d42\u308f\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u9700\u8981\u306b\u3088\u3063\u3066\u306f\u9045\u308c\u300124\u6642\u9593\u3092\u904e\u304e\u305f\u5206\u306f `expired` \u306b\u306a\u308a\u307e\u3059\u3002**\u6708\u521d\u306e\u6570\u65e5\u3067\u5831\u544a\u3092\u51fa\u3059\u306a\u3089\u3001\u7de0\u3081\u306e\u5f53\u65e5\u306b\u6295\u5165\u3057\u307e\u3059\u3002**","log_storage":"- \u51fa\u529b\u3057\u305fCSV\u3068\u3001\u524d\u51e6\u7406\u306e\u5f8c\u306bAI\u3078\u6e21\u3057\u305f\u5165\u529b\uff08\u6c0f\u540d\u3092\u843d\u3068\u3057\u305f\u5f8c\u306e\u3082\u306e\uff09\n- \u90e8\u5c4b\u756a\u53f7\u3068\u4eee\u756a\u53f7\u306e\u5bfe\u5fdc\u8868\uff08**\u793e\u5185\u3060\u3051\u306b\u7f6e\u304f**\uff09\n- \u30d0\u30c3\u30c1\u306eID\u3068\u3001\u7269\u4ef6\u3054\u3068\u306e\u7d50\u679c\u306eJSON\u5168\u6587\n- \u691c\u67fb\u3067\u6b62\u307e\u3063\u305f\u7269\u4ef6\u3068\u3001\u305d\u306e\u7406\u7531\n- 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\u7fcc\u6708\u306e\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u306f\u3001\u3053\u306eJSON\u304b\u3089\u8aad\u307f\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u6307\u793a\u3092\u76f4\u3059\u6750\u6599\u3067\u3059\u3002** \u6bce\u6708\u540c\u3058\u6b04\u3067\u540c\u3058\u76f4\u3057\u304c\u5165\u308b\u306a\u3089\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b1\u884c\u8db3\u3057\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":120,"assumption_workdays":20,"volume_month":120,"before_minutes_per_case":40,"after_minutes_per_case":12,"hourly_cost":2800,"before_hours_month":80,"after_hours_month":24,"saved_hours_month":56,"reduction_rate":70,"saved_hours_year":672,"annual_cost_effect":1881600,"summary":"\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u6b8b\u3063\u305f1\u304b\u6708\u5206\u306e\u5165\u5c45\u8005\u5bfe\u5fdc\u30fb\u4fee\u7e55\u30fb\u5165\u9000\u53bb\u306e\u8a18\u9332\u3092\u7269\u4ef6\u3054\u3068\u306b\u8aad\u307f\u3001\u30aa\u30fc\u30ca\u30fc\u3078\u9001\u308b\u6708\u6b21\u5831\u544a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002\u62c5\u5f53\u8005\u306f\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9001\u308b\u3060\u3051\u306b\u306a\u308a\u3001\u5831\u544a\u306e\u66f8\u304d\u65b9\u3082\u7269\u4ef6\u3092\u307e\u305f\u3044\u3067\u305d\u308d\u3044\u307e\u3059\u3002","before_flow":"1. 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Word\u306e\u3072\u306a\u5f62\u306b\u8981\u7d04\u3092\u66f8\u304d\u3001\u6570\u5b57\u3092\u8868\u306b\u6253\u3061\u8fbc\u3080\n7. \u30aa\u30fc\u30ca\u30fc\u306b\u5224\u65ad\u3057\u3066\u307b\u3057\u3044\u3053\u3068\uff08\u898b\u7a4d\u306e\u627f\u8a8d\u3001\u5bb6\u8cc3\u306e\u898b\u76f4\u3057\u3001\u8a2d\u5099\u306e\u66f4\u65b0\uff09\u3092\u6587\u7ae0\u306b\u3059\u308b\n8. \u4e0a\u9577\u304c\u76ee\u3092\u901a\u3057\u3001PDF\u306b\u3057\u3066\u30e1\u30fc\u30eb\u3067\u9001\u308b\n\n**\uff08a\uff09\u8aad\u3080\u6642\u9593\u304c\u66f8\u304f\u6642\u9593\u3088\u308a\u9577\u3044\u3002** 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**\u3010\u4eba\u3011** \u6708\u521d\u306b\u5165\u51fa\u91d1\u306e\u7de0\u3081\u304c\u7d42\u308f\u3063\u305f\u3089\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u524d\u6708\u5206\u306e\u8a18\u9332\u3092CSV\u3067\u51fa\u529b\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304cCSV\u3092\u7269\u4ef6\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u5165\u5c45\u8005\u306e\u6c0f\u540d\u30fb\u9023\u7d61\u5148\u3092\u843d\u3068\u3057\u3001\u90e8\u5c4b\u756a\u53f7\u3092\u4eee\u306e\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a\uff08\u90e8\u5c4b\u756a\u53f7\u3092\u5831\u544a\u306b\u51fa\u3059\u304b\uff09\u3092\u8aad\u307f\u8fbc\u3080\n4. **\u3010\u81ea\u52d5\u3011** 120\u7269\u4ef6\u5206\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092 Message Batches API \u306b\u307e\u3068\u3081\u3066\u6295\u5165\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u7269\u4ef6\u3054\u3068\u306b5\u3064\u306e\u6b04\u306e\u6587\u7ae0\u3092JSON\u3067\u8fd4\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u7d50\u679c\u3092\u7269\u4ef6\u30b3\u30fc\u30c9\u3067\u7a81\u304d\u5408\u308f\u305b\u3001\u6587\u7ae0\u306b\u6570\u5b57\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u7981\u6b62\u8a9e\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u6570\u5b57\u306e\u8868\u3068\u6587\u7ae0\u3092\u3072\u306a\u5f62\u306b\u6d41\u3057\u8fbc\u307f\u3001\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u4e0b\u66f8\u304d\u3092\u8aad\u307f\u3001\u4e8b\u5b9f\u306e\u8aa4\u308a\u3068\u66f8\u304d\u3059\u304e\u3092\u76f4\u3059\n9. **\u3010\u4eba\u3011** \u4e0a\u9577\u304c\u76ee\u3092\u901a\u3057\u3001\u62c5\u5f53\u8005\u304cPDF\u306b\u3057\u3066\u9001\u308b\n\n**8\u756a\u76ee\u3092\u7701\u304f\u8a2d\u8a08\u306b\u306f\u3057\u307e\u305b\u3093\u3002** \u30aa\u30fc\u30ca\u30fc\u3078\u51fa\u308b\u6587\u66f8\u3067\u3001\u3057\u304b\u3082\u5165\u5c45\u8005\u306e\u3053\u3068\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002**\u6e1b\u3089\u3059\u306e\u306f\u300c\u8aad\u3093\u3067\u66f8\u304f\u300d\u6642\u9593\u3067\u3001\u300c\u8aad\u3093\u3067\u76f4\u3059\u300d\u6642\u9593\u306f\u6b8b\u3057\u307e\u3059\u3002**\n\n**2\u756a\u76ee\u3067\u6c0f\u540d\u3092\u843d\u3068\u3057\u3066\u304b\u3089\u5916\u3078\u51fa\u3059**\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002\u30aa\u30fc\u30ca\u30fc\u5831\u544a\u306b\u6c0f\u540d\u306f\u8981\u3089\u306a\u3044\u306e\u3067\u3001AI\u306b\u3082\u8981\u308a\u307e\u305b\u3093\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u6708\u521d\u306b\u5165\u51fa\u91d1\u306e\u7de0\u3081\u304c\u7d42\u308f\u3063\u305f\u3089\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u524d\u6708\u5206\u306e\u8a18\u9332\u3092CSV\u3067\u51fa\u529b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304cCSV\u3092\u7269\u4ef6\u3054\u3068\u306b\u307e\u3068\u3081\u3001\u5165\u5c45\u8005\u306e\u6c0f\u540d\u30fb\u9023\u7d61\u5148\u3092\u843d\u3068\u3057\u3001\u90e8\u5c4b\u756a\u53f7\u3092\u4eee\u306e\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a\uff08\u90e8\u5c4b\u756a\u53f7\u3092\u5831\u544a\u306b\u51fa\u3059\u304b\uff09\u3092\u8aad\u307f\u8fbc\u3080","**\u3010\u81ea\u52d5\u3011** 120\u7269\u4ef6\u5206\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092 Message Batches API \u306b\u307e\u3068\u3081\u3066\u6295\u5165\u3059\u308b","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u7269\u4ef6\u3054\u3068\u306b5\u3064\u306e\u6b04\u306e\u6587\u7ae0\u3092JSON\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u30b9\u30af\u30ea\u30d7\u30c8\u304c\u7d50\u679c\u3092\u7269\u4ef6\u30b3\u30fc\u30c9\u3067\u7a81\u304d\u5408\u308f\u305b\u3001\u6587\u7ae0\u306b\u6570\u5b57\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u7981\u6b62\u8a9e\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u6570\u5b57\u306e\u8868\u3068\u6587\u7ae0\u3092\u3072\u306a\u5f62\u306b\u6d41\u3057\u8fbc\u307f\u3001\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u4e0b\u66f8\u304d\u3092\u8aad\u307f\u3001\u4e8b\u5b9f\u306e\u8aa4\u308a\u3068\u66f8\u304d\u3059\u304e\u3092\u76f4\u3059","**\u3010\u4eba\u3011** \u4e0a\u9577\u304c\u76ee\u3092\u901a\u3057\u3001\u62c5\u5f53\u8005\u304cPDF\u306b\u3057\u3066\u9001\u308b"],"architecture":"```\n\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\n \u2502 \u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6708\u521d\u3001\u5165\u51fa\u91d1\u306e\u7de0\u3081\u306e\u5f8c\u306b\u62c5\u5f53\u8005\u304cCSV\u3092\u51fa\u529b\n \u2502 \u5bfe\u5fdc\u5c65\u6b74\uff0f\u4fee\u7e55\uff0f\u5951\u7d04\uff08\u5165\u9000\u53bb\u30fb\u52df\u96c6\uff09\uff0f\u5165\u51fa\u91d1\uff08\u6ede\u7d0d\uff09\n \u25bc\n\u6708\u6b21\u30b9\u30af\u30ea\u30d7\u30c8\uff08\u793e\u5185\u3067\u7528\u610f\uff09\n \u251c\u2500\u2500 \u7269\u4ef6\u3054\u3068\u306b\u307e\u3068\u3081\u308b\n \u251c\u2500\u2500 \u6c0f\u540d\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u3092\u843d\u3068\u3059\uff0f\u90e8\u5c4b\u756a\u53f7\u3092\u4eee\u756a\u53f7\u306b\u7f6e\u63db\n \u251c\u2500\u2500 \u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a\uff08\u90e8\u5c4b\u756a\u53f7\u3092\u51fa\u3059\u304b\uff09\u3092\u8aad\u3080\n \u25bc\nClaude API\uff08Message Batches API \u3067120\u7269\u4ef6\u3092\u307e\u3068\u3081\u3066\u6295\u5165\uff09\n \u2502 \u69cb\u9020\u5316\u51fa\u529b\uff08JSON\uff09\u30675\u3064\u306e\u6b04\u306e\u6587\u7ae0\u3060\u3051\u3092\u8fd4\u3059\n \u25bc\n\u6708\u6b21\u30b9\u30af\u30ea\u30d7\u30c8\n \u251c\u2500\u2500 custom_id\uff08\u7269\u4ef6\u30b3\u30fc\u30c9\uff09\u3067\u7d50\u679c\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\n \u251c\u2500\u2500 \u6587\u7ae0\u306b\u91d1\u984d\u30fb\u4ef6\u6570\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u691c\u67fb\n \u251c\u2500\u2500 \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u6570\u5b57\u306e\u8868\u3092\u5dee\u3057\u8fbc\u3080\n \u25bc\n\u5831\u544a\u66f8\u306e\u4e0b\u66f8\u304d\uff08\u3072\u306a\u5f62\uff09\n \u25bc\n\u3010\u4eba\u304c\u78ba\u8a8d\u30fb\u4fee\u6b63\u3011\u62c5\u5f53\u8005 \u2192 \u4e0a\u9577\n \u25bc\n\u30aa\u30fc\u30ca\u30fc\u3078\u9001\u4ed8\uff08\u30e1\u30fc\u30eb\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Claude API\uff08\u7269\u4ef6\u3054\u3068\u306e\u8a18\u9332\u306e\u8981\u7d04\u3068\u5831\u544a\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n\n**\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u30e1\u30fc\u30eb\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306fCSV\u3092\u51fa\u529b\u3059\u308b\u3060\u3051\u3067\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u66f8\u304d\u8fbc\u3080\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u6708\u6b21\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3001CSV\u3092\u8aad\u3093\u3067API\u3092\u547c\u3073\u3001\u7d50\u679c\u3092\u3072\u306a\u5f62\u306b\u6d41\u3057\u8fbc\u3080\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u3082\u306e\u3067\u3059\u3002** \u793e\u5185\u306e\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u62c5\u5f53\u304b\u5916\u90e8\u306e\u958b\u767a\u8005\u304c\u7528\u610f\u3057\u307e\u3059\u3002\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f\u3001Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3059\u3002** \u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u5fdc\u7b54\u3092\u6307\u5b9a\u3057\u305f\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u3001\u5f8c\u6bb5\u306e\u51e6\u7406\u3067\u305d\u306e\u307e\u307e\u8aad\u3081\u308b\u6709\u52b9\u306aJSON\u306b\u3059\u308b\u6a5f\u80fd\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\u3059\u308b\u5f62\u3067\u3001**\u5fc5\u9808\u306e\u9805\u76ee\u3068\u578b\u304c\u5b88\u3089\u308c\u308b**\u305f\u3081\u30015\u3064\u306e\u6b04\u306e\u3069\u308c\u304b\u304c\u629c\u3051\u305f\u4e0b\u66f8\u304d\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002\n\n**\u305f\u3060\u3057\u3001\u30b9\u30ad\u30fc\u30de\u3067\u7e1b\u308c\u306a\u3044\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002** \u6570\u5024\u306e\u6700\u5c0f\u5024\u30fb\u6700\u5927\u5024\uff08`minimum`\u3001`maximum`\uff09\u3084\u6587\u5b57\u5217\u306e\u9577\u3055\uff08`minLength`\u3001`maxLength`\uff09\u306f\u5bfe\u5fdc\u3057\u3066\u304a\u3089\u305a\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e `additionalProperties` \u306f `false` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\u300c1\u6b04200\u5b57\u307e\u3067\u300d\u306f\u30b9\u30ad\u30fc\u30de\u3067\u306f\u306a\u304f\u3001\u6307\u793a\u3068\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u691c\u67fb\u3067\u5b88\u308a\u307e\u3059\u3002**\n\n**\u6708\u306b1\u56de\u307e\u3068\u3081\u3066\u6d41\u3059\u306e\u3067\u3001Message Batches API \u3092\u4f7f\u3044\u307e\u3059\u3002** \u5927\u91cf\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u975e\u540c\u671f\u3067\u51e6\u7406\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3001**\u6599\u91d1\u306f\u901a\u5e38\u306e50\uff05**\u3001\u591a\u304f\u306e\u30d0\u30c3\u30c1\u306f1\u6642\u9593\u4ee5\u5185\u306b\u7d42\u308f\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6708\u521d\u306e\u5831\u544a\u306f\u5373\u6642\u306e\u5fdc\u7b54\u304c\u8981\u3089\u306a\u3044\u305f\u3081\u3001\u3053\u306e\u7528\u9014\u306b\u5408\u3044\u307e\u3059\u30021\u56de\u306e\u30d0\u30c3\u30c1\u306f10\u4e07\u4ef6\u307e\u305f\u306f256MB\u307e\u3067\u3067\u3001120\u7269\u4ef6\u306a\u3089\u4f59\u88d5\u304c\u3042\u308a\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u6708\u521d\u3001\u5165\u51fa\u91d1\u306e\u7de0\u3081\u304c\u7d42\u308f\u3063\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** 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\u671f\u9593\u3092\u53d6\u308a\u9055\u3048\u305fCSV\u3067120\u7269\u4ef6\u5206\u3092\u4f5c\u308b\u3068\u3001\u5168\u4ef6\u3092\u4f5c\u308a\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n\u5831\u544a\u3092\u51fa\u3055\u306a\u3044\u7269\u4ef6\uff08\u30aa\u30fc\u30ca\u30fc\u306e\u610f\u5411\u3067\u56db\u534a\u671f\u3054\u3068\u306b\u3057\u3066\u3044\u308b\u7269\u4ef6\u306a\u3069\uff09\u306f\u3001\u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u5916\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u5c65\u6b74 | \u53d7\u4ed8\u65e5\u6642\u3001\u90e8\u5c4b\u3001\u5206\u985e\uff08\u8a2d\u5099\uff0f\u9a12\u97f3\uff0f\u9375\uff0f\u3054\u307f\u7b49\uff09\u3001\u5185\u5bb9\u3001\u5bfe\u5fdc\u7d50\u679c\u3001\u672a\u5b8c\u4e86\u304b | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306eCSV |\n| \u4fee\u7e55 | \u6848\u4ef6\u3001\u90e8\u5c4b\u3001\u624b\u914d\u65e5\u3001\u696d\u8005\u3001\u72b6\u6cc1\u3001\u91d1\u984d\u3001**\u30aa\u30fc\u30ca\u30fc\u306e\u627f\u8a8d\u304c\u8981\u308b\u304b** | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306eCSV |\n| \u5951\u7d04 | \u9000\u53bb\u4e88\u5b9a\u3001\u65b0\u898f\u5165\u5c45\u3001\u52df\u96c6\u4e2d\u306e\u90e8\u5c4b\u3068\u52df\u96c6\u958b\u59cb\u65e5 | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306eCSV |\n| \u5165\u51fa\u91d1 | \u6ede\u7d0d\u306e\u6709\u7121\u3001\u6ede\u7d0d\u984d\u3001\u6ede\u7d0d\u6708\u6570 | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306eCSV |\n| \u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a | \u90e8\u5c4b\u756a\u53f7\u3092\u51fa\u3059\u304b\u3001\u5831\u544a\u306e\u5b9b\u540d\u3001\u5831\u544a\u3092\u51fa\u3059\u304b | \u8a2d\u5b9a\u306e\u4e00\u89a7\uff08\u8868\u8a08\u7b97\uff09 |\n| \u524d\u6708\u306e\u5831\u544a | \u524d\u6708\u306b\u300c\u69d8\u5b50\u3092\u898b\u308b\u300d\u300c\u6765\u6708\u5831\u544a\u300d\u3068\u3057\u305f\u4e8b\u9805 | \u524d\u6708\u5206\u306e\u51fa\u529bJSON |\n\n**\u3044\u3061\u3070\u3093\u4e0b\u306e\u300c\u524d\u6708\u306e\u5831\u544a\u300d\u304c\u3001\u7b2c3\u7ae0\u306e\uff08d\uff09\u3092\u9632\u304e\u307e\u3059\u3002** \u524d\u6708\u306b\u6301\u3061\u8d8a\u3057\u305f\u4e8b\u9805\u3092\u4eca\u6708\u306e\u5165\u529b\u306b\u5165\u308c\u3001**\u4eca\u6708\u306e\u8a18\u9332\u3067\u7247\u4ed8\u3044\u305f\u304b\u3001\u307e\u3060\u7d9a\u3044\u3066\u3044\u308b\u304b\u3092\u66f8\u304b\u305b\u307e\u3059\u3002** \u62c5\u5f53\u8005\u304c\u66ff\u308f\u3063\u3066\u3082\u3001\u6301\u3061\u8d8a\u3057\u306f\u6a5f\u68b0\u306e\u5074\u3067\u5f15\u304d\u7d99\u304c\u308c\u307e\u3059\u3002\n\n**\u5165\u51fa\u91d1\u306f\u3001AI\u306b\u6e21\u3057\u3066\u3082\u6587\u7ae0\u306b\u306f\u4f7f\u308f\u305b\u307e\u305b\u3093\u3002** \u6ede\u7d0d\u306e\u6709\u7121\u3092\u300c\u3042\u308a\uff0f\u306a\u3057\u300d\u3060\u3051\u6e21\u3057\u3001**\u91d1\u984d\u306f\u6570\u5b57\u306e\u8868\u306e\u5074\u306b\u3060\u3051\u5165\u308c\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u753b\u9762\u304b\u3089\u3001\u5bfe\u5fdc\u5c65\u6b74\u30fb\u4fee\u7e55\u30fb\u5951\u7d04\u30fb\u5165\u51fa\u91d1\u306e4\u7a2e\u985e\u3092CSV\u3067\u51fa\u529b\u3057\u307e\u3059\u3002**\u51fa\u529b\u306e\u9805\u76ee\u3068\u9806\u5e8f\u3092\u56fa\u5b9a\u3057\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u5074\u306b\u4fdd\u5b58\u3057\u3066\u304a\u304d\u307e\u3059\u3002** \u62c5\u5f53\u8005\u3054\u3068\u306b\u51fa\u529b\u306e\u8a2d\u5b9a\u304c\u9055\u3046\u3068\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u8aad\u3081\u307e\u305b\u3093\u3002\n\n| \u53d6\u308b\u3082\u306e | \u51fa\u529b\u306e\u5358\u4f4d | \u30b9\u30af\u30ea\u30d7\u30c8\u3067\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u5c65\u6b74 | 1\u9023\u7d611\u884c | \u7269\u4ef6\u30b3\u30fc\u30c9\u3067\u307e\u3068\u3081\u3001\u53d7\u4ed8\u65e5\u9806\u306b\u4e26\u3079\u308b |\n| \u4fee\u7e55 | 1\u6848\u4ef61\u884c | \u72b6\u6cc1\uff08\u624b\u914d\u4e2d\uff0f\u5b8c\u4e86\uff0f\u898b\u7a4d\u5f85\u3061\uff09\u3067\u5206\u3051\u308b |\n| \u5951\u7d04 | 1\u90e8\u5c4b1\u884c | \u9000\u53bb\u4e88\u5b9a\u30fb\u5165\u5c45\u30fb\u52df\u96c6\u4e2d\u306e3\u533a\u5206\u306b\u5206\u3051\u308b |\n| \u5165\u51fa\u91d1 | 1\u90e8\u5c4b1\u884c | \u6ede\u7d0d\u3042\u308a\u306e\u90e8\u5c4b\u3060\u3051\u3092\u6b8b\u3059 |\n\n\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306bAPI\u304c\u3042\u308b\u5834\u5408\u306f\u3001CSV\u306e\u4ee3\u308f\u308a\u306bAPI\u3067\u53d6\u308b\u69cb\u6210\u3082\u3067\u304d\u307e\u3059\u3002**\u305f\u3060\u3057\u3001\u305d\u306e\u53ef\u5426\u3068\u53d6\u308c\u308b\u9805\u76ee\u306f\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3054\u3068\u306b\u9055\u3046\u305f\u3081\u3001\u500b\u5225\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002** \u672c\u8a18\u4e8b\u3067\u306fCSV\u306e\u51fa\u529b\u3092\u524d\u63d0\u306b\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u671f\u9593\u306e\u78ba\u8a8d** \u2026 CSV\u306e\u53d7\u4ed8\u65e5\u304c\u524d\u6708\u306e\u7bc4\u56f2\u306b\u53ce\u307e\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\u3002\u5916\u308c\u305f\u884c\u304c\u3042\u308c\u3070\u6b62\u3081\u307e\u3059\n2. **\u7269\u4ef6\u3054\u3068\u306b\u307e\u3068\u3081\u308b** \u2026 \u7269\u4ef6\u30b3\u30fc\u30c9\u30674\u7a2e\u985e\u306eCSV\u30921\u3064\u306b\u307e\u3068\u3081\u307e\u3059\n3. **\u6c0f\u540d\u3068\u9023\u7d61\u5148\u3092\u843d\u3068\u3059** \u2026 \u5165\u5c45\u8005\u306e\u6c0f\u540d\u3001\u96fb\u8a71\u756a\u53f7\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306e\u5217\u3092\u524a\u9664\u3057\u307e\u3059\u3002**\u5185\u5bb9\u306e\u6b04\u306b\u66f8\u304d\u8fbc\u307e\u308c\u305f\u6c0f\u540d\u3084\u96fb\u8a71\u756a\u53f7\u3082\u3001\u30d1\u30bf\u30fc\u30f3\u3067\u63a2\u3057\u3066\u4f0f\u305b\u307e\u3059**\n4. **\u90e8\u5c4b\u756a\u53f7\u3092\u4eee\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u308b** \u2026 \u300c203\u53f7\u5ba4\u300d\u3092\u300c\u90e8\u5c4bR3\u300d\u306e\u3088\u3046\u306b\u7f6e\u304d\u63db\u3048\u3001\u5bfe\u5fdc\u8868\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u624b\u5143\u3060\u3051\u306b\u6301\u3061\u307e\u3059\n5. **\u5206\u985e\u3054\u3068\u306b\u4ef6\u6570\u3092\u6570\u3048\u308b** \u2026 \u9023\u7d61\u306e\u4ef6\u6570\u3001\u4fee\u7e55\u306e\u4ef6\u6570\u3068\u91d1\u984d\u3001\u7a7a\u5ba4\u6570\u306f\u3053\u3053\u3067\u6570\u3048\u3001**AI\u3078\u6e21\u3059\u524d\u306b\u6570\u5b57\u306e\u8868\u3092\u4f5c\u3063\u3066\u304a\u304d\u307e\u3059**\n6. **\u8a18\u9332\u304c\u591a\u3044\u7269\u4ef6\u3092\u78ba\u304b\u3081\u308b** \u2026 \u9023\u7d61\u304c\u6975\u7aef\u306b\u591a\u3044\u7269\u4ef6\u306f\u3001\u5206\u985e\u3054\u3068\u306b\u4e26\u3079\u76f4\u3057\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\n7. **\u524d\u6708\u306e\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u3092\u4ed8\u3051\u308b** \u2026 \u524d\u6708\u306e\u51fa\u529bJSON\u304b\u3089 `carry_over` \u3092\u8aad\u307f\u3001\u5165\u529b\u306b\u52a0\u3048\u307e\u3059\n\n**3\u756a\u76ee\u306e\u300c\u5185\u5bb9\u306e\u6b04\u300d\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** 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\u306a\u3069\u306e\u60c5\u5831\u3092\u4ed8\u3051\u307e\u3059\u3002\u8a18\u9332\u306e\u591a\u3044\u7269\u4ef6\u307b\u3069\u52b9\u304d\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u30015\u3064\u306e\u6b04\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u8a18\u9332\u304b\u3089\u8a00\u3048\u308b\u3053\u3068\u3060\u3051\u3092\u77ed\u304f\u66f8\u304f\u3053\u3068\u3067\u3059\u3002**\n\n| \u6b04 | \u66f8\u304b\u305b\u308b\u3053\u3068 | \u66f8\u304b\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|:--|\n| \u5165\u5c45\u8005\u304b\u3089\u306e\u9023\u7d61 | \u5206\u985e\u3054\u3068\u306e\u50be\u5411\u3068\u3001\u5bfe\u5fdc\u306e\u7d50\u679c\u3002\u672a\u5b8c\u4e86\u306e\u3082\u306e | \u4ef6\u6570\uff08\u8868\u306b\u51fa\u308b\uff09\u3001\u8ab0\u304b\u3089\u306e\u9023\u7d61\u304b |\n| \u4fee\u7e55 | \u624b\u914d\u3057\u305f\u5185\u5bb9\u3068\u72b6\u6cc1\u3002\u627f\u8a8d\u5f85\u3061\u306e\u898b\u7a4d\u304c\u3042\u308b\u3053\u3068 | \u91d1\u984d\uff08\u8868\u306b\u51fa\u308b\uff09\u3001\u696d\u8005\u306e\u8a55\u4fa1 |\n| \u5165\u9000\u53bb\u30fb\u52df\u96c6 | \u9000\u53bb\u4e88\u5b9a\u3001\u5165\u5c45\u3001\u52df\u96c6\u306e\u72b6\u6cc1 | \u9000\u53bb\u306e\u7406\u7531\u306e\u3046\u3061\u500b\u4eba\u306e\u4e8b\u60c5 |\n| \u6ede\u7d0d | \u6ede\u7d0d\u304c\u3042\u308b\uff0f\u306a\u3044\u3053\u3068\u3001\u7763\u4fc3\u306e\u5bfe\u5fdc\u72b6\u6cc1 | \u91d1\u984d\u3001\u6ede\u7d0d\u3057\u3066\u3044\u308b\u4eba\u306e\u4e8b\u60c5 |\n| \u5224\u65ad\u3057\u3066\u307b\u3057\u3044\u3053\u3068 | \u627f\u8a8d\u5f85\u3061\u306e\u898b\u7a4d\u3001\u8a2d\u5099\u306e\u66f4\u65b0\u306e\u76f8\u8ac7\u306a\u3069\u3001\u30aa\u30fc\u30ca\u30fc\u304c\u6c7a\u3081\u308b\u4e8b\u9805 | \u7ba1\u7406\u4f1a\u793e\u3068\u3057\u3066\u306e\u63a8\u5968\u3092\u65ad\u5b9a\u3059\u308b\u3053\u3068 |\n\n**\u305d\u308c\u305e\u308c\u306e\u6587\u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u306e\u756a\u53f7\uff08`record_ids`\uff09\u3092\u4ed8\u3051\u3055\u305b\u307e\u3059\u3002** \u62c5\u5f53\u8005\u306f\u4e0b\u66f8\u304d\u3092\u8aad\u307f\u306a\u304c\u3089\u3001\u305d\u306e\u756a\u53f7\u306e\u8a18\u9332\u3060\u3051\u3092\u958b\u3051\u3070\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\u516c\u5f0f\u306e\u6307\u91dd\u3067\u3082\u3001\u9577\u3044\u8cc7\u6599\u3067\u306f\u5148\u306b\u95a2\u4fc2\u3059\u308b\u90e8\u5206\u3092\u5f15\u7528\u3055\u305b\u3066\u304b\u3089\u672c\u984c\u306b\u5165\u308b\u3068\u3001\u95a2\u4fc2\u306e\u306a\u3044\u90e8\u5206\u3092\u7121\u8996\u3057\u3084\u3059\u304f\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u91d1\u984d\u30fb\u4ef6\u6570\u3092\u6587\u4e2d\u306b\u66f8\u304f | \u8868\u306e\u5024\u3068\u98df\u3044\u9055\u3046\u3002\u6570\u5b57\u306f\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5024\u3060\u3051\u306b\u3059\u308b |\n| \u5165\u5c45\u8005\u3092\u7279\u5b9a\u3067\u304d\u308b\u66f8\u304d\u65b9 | \u6c0f\u540d\u306f\u6e21\u3057\u3066\u3044\u306a\u3044\u304c\u3001\u4e8b\u60c5\u306e\u66f8\u304d\u65b9\u3067\u7279\u5b9a\u3067\u304d\u3066\u3057\u307e\u3046 |\n| \u8a18\u9332\u306b\u306a\u3044\u63a8\u6e2c\uff08\u300c\u304a\u305d\u3089\u304f\u300d\u300c\u8fd1\u304f\u9000\u53bb\u304b\u300d\uff09 | \u30aa\u30fc\u30ca\u30fc\u306e\u5224\u65ad\u3092\u8aa4\u3089\u305b\u308b |\n| \u4fee\u7e55\u306e\u8981\u5426\u3092\u5224\u65ad\u3059\u308b | \u8981\u5426\u306f\u73fe\u5730\u3092\u898b\u305f\u62c5\u5f53\u8005\u3068\u696d\u8005\u304c\u6c7a\u3081\u308b |\n| \u524d\u6708\u306e\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u3092\u9ed9\u3063\u3066\u6d88\u3059 | \u7247\u4ed8\u3044\u305f\u306a\u3089\u7247\u4ed8\u3044\u305f\u3068\u66f8\u304b\u305b\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\n \n \u5bfe\u5fdc\u5c65\u6b74\uff08{property_code}\uff0f{period}\uff09<\/source>\n {inquiries}<\/document_content>\n <\/document>\n \n \u4fee\u7e55<\/source>\n {repairs}<\/document_content>\n <\/document>\n \n \u5951\u7d04\uff08\u9000\u53bb\u4e88\u5b9a\u30fb\u5165\u5c45\u30fb\u52df\u96c6\uff09<\/source>\n {leases}<\/document_content>\n <\/document>\n \n \u6ede\u7d0d\u306e\u6709\u7121\uff08\u3042\u308a\uff0f\u306a\u3057\u306e\u307f\uff09<\/source>\n {arrears_flags}<\/document_content>\n <\/document>\n \n \u524d\u6708\u304b\u3089\u306e\u6301\u3061\u8d8a\u3057\u4e8b\u9805<\/source>\n {carry_over}<\/document_content>\n <\/document>\n<\/documents>\n\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u3068\u3057\u3066\u3001\u7269\u4ef6\u306e\u30aa\u30fc\u30ca\u30fc\u3078\u9001\u308b\u6708\u6b21\u5831\u544a\u306e\u6587\u7ae0\u3092\u66f8\u304d\u307e\u3059\u3002\n\u4e0a\u306e\u8a18\u9332\u3060\u3051\u3092\u6839\u62e0\u306b\u30015\u3064\u306e\u6b04\u306e\u6587\u7ae0\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6b04\u3011\n1. inquiries ...... \u5165\u5c45\u8005\u304b\u3089\u306e\u9023\u7d61\u306e\u50be\u5411\u3068\u5bfe\u5fdc\u306e\u7d50\u679c\u3001\u672a\u5b8c\u4e86\u306e\u3082\u306e\n2. repairs ........ \u4fee\u7e55\u306e\u624b\u914d\u306e\u5185\u5bb9\u3068\u72b6\u6cc1\u3001\u30aa\u30fc\u30ca\u30fc\u306e\u627f\u8a8d\u5f85\u3061\u306e\u898b\u7a4d\n3. leasing ........ \u9000\u53bb\u4e88\u5b9a\u3001\u5165\u5c45\u3001\u52df\u96c6\u306e\u72b6\u6cc1\n4. arrears ........ \u6ede\u7d0d\u304c\u3042\u308b\u304b\u306a\u3044\u304b\u3001\u7763\u4fc3\u306e\u5bfe\u5fdc\u72b6\u6cc1\n5. owner_decisions \u30aa\u30fc\u30ca\u30fc\u306b\u5224\u65ad\u3057\u3066\u307b\u3057\u3044\u4e8b\u9805\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u91d1\u984d\u30fb\u4ef6\u6570\u30fb\u65e5\u6570\u306a\u3069\u306e\u6570\u5b57\u3092\u6587\u7ae0\u306b\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u6570\u5b57\u306f\u5225\u306e\u8868\u306b\u5165\u308a\u307e\u3059\u3002\u300c\u8907\u6570\u300d\u300c\u3044\u304f\u3064\u304b\u300d\u3068\u3082\u66f8\u304b\u305a\u3001\u4e8b\u5b9f\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u5c4b\u306f\u300c\u90e8\u5c4bR3\u300d\u306e\u3088\u3046\u306a\u4eee\u306e\u756a\u53f7\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n \u53f7\u5ba4\u306b\u76f4\u3057\u305f\u308a\u3001\u968e\u3084\u4f4d\u7f6e\u3092\u88dc\u3063\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5165\u5c45\u8005\u306e\u5bb6\u65cf\u69cb\u6210\u3001\u4f53\u8abf\u3001\u52e4\u3081\u5148\u3001\u8fd1\u96a3\u3068\u306e\u3082\u3081\u3054\u3068\u306e\u76f8\u624b\u306a\u3069\u3001\n \u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u4e8b\u60c5\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u5165\u5c45\u8005\u9593\u306e\u751f\u6d3b\u97f3\u300d\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002\n- \u8a18\u9332\u306b\u306a\u3044\u3053\u3068\u3092\u63a8\u6e2c\u3067\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u300c\u304a\u305d\u3089\u304f\u300d\u300c\u301c\u3068\u601d\u308f\u308c\u308b\u300d\u300c\u8fd1\u304f\u9000\u53bb\u306e\u53ef\u80fd\u6027\u300d\u306f\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u304c\u7121\u3044\u6b04\u306f\u300c\u4eca\u6708\u306e\u8a18\u9332\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u7a7a\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4fee\u7e55\u304c\u5fc5\u8981\u304b\u3069\u3046\u304b\u3001\u3069\u306e\u696d\u8005\u304c\u3088\u3044\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u524d\u6708\u304b\u3089\u306e\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u306f\u3001\u4eca\u6708\u306e\u8a18\u9332\u3067\u7247\u4ed8\u3044\u305f\u3082\u306e\u306f resolved\u3001\n \u7d9a\u3044\u3066\u3044\u308b\u3082\u306e\u306f open \u3068\u3057\u3066 carry_over_status \u306b\u5fc5\u305a\u5168\u4ef6\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5404\u6587\u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u306e\u756a\u53f7\u3092 record_ids \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n \u6839\u62e0\u306e\u756a\u53f7\u304c\u7121\u3044\u6587\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff08\u300c\u4eca\u6708\u306e\u8a18\u9332\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u3060\u3051\u306f\u7a7a\u3067\u53ef\uff09\u3002\n- 1\u3064\u306e\u6b04\u306f200\u5b57\u4ee5\u5185\u3001\u3067\u3059\u30fb\u307e\u3059\u8abf\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u6570\u5b57\u3092\u66f8\u304b\u306a\u3044\u300d\u306f\u3001\u300c\u8907\u6570\u3068\u3082\u66f8\u304b\u306a\u3044\u300d\u307e\u3067\u8a00\u308f\u306a\u3044\u3068\u5b88\u3089\u308c\u307e\u305b\u3093\u3002** \u6570\u5b57\u3092\u7981\u3058\u308b\u3068\u300c3\u4ef6\u300d\u306e\u4ee3\u308f\u308a\u306b\u300c\u8907\u6570\u4ef6\u300d\u3068\u66f8\u304d\u3001**\u8868\u306e\u4ef6\u6570\u304c1\u4ef6\u306e\u3068\u304d\u306b\u98df\u3044\u9055\u3044\u307e\u3059\u3002**\n\n**\u8a18\u9332\u3092\u5148\u306b\u3001\u6307\u793a\u3092\u5f8c\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u306f\u3001\u516c\u5f0f\u306e\u6307\u91dd\u306b\u5408\u308f\u305b\u305f\u3082\u306e\u3067\u3059\u3002** \u8a18\u9332\u306e\u591a\u3044\u7269\u4ef6\u3067\u306f\u3001\u6b04\u306e\u5b9a\u7fa9\u304c\u8a18\u9332\u306e\u5f8c\u308d\u306b\u3042\u308b\u307b\u3046\u304c\u3001\u3069\u306e\u6b04\u306b\u4f55\u3092\u66f8\u304f\u304b\u3092\u53d6\u308a\u9055\u3048\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n \"property_code\": \"P-0412\",\n \"sections\": {\n \"inquiries\": [{ \"text\": \"\", \"record_ids\": [\"\"] }],\n \"repairs\": [{ \"text\": \"\", \"record_ids\": [\"\"] }],\n \"leasing\": [{ \"text\": \"\", \"record_ids\": [\"\"] }],\n \"arrears\": [{ \"text\": \"\", \"record_ids\": [\"\"] }],\n \"owner_decisions\": [{ \"text\": \"\", \"record_ids\": [\"\"] }]\n },\n \"carry_over_status\": [\n { \"item_id\": \"\", \"status\": \"resolved | open\", \"note\": \"\" }\n ],\n \"needs_attention\": false,\n \"attention_reason\": \"\"\n}\n```\n\n\u30b9\u30ad\u30fc\u30de\u3067\u306f5\u3064\u306e\u6b04\u3068 `carry_over_status` \u3092\u3059\u3079\u3066 `required` \u306b\u3057\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306f `additionalProperties: false` \u306b\u3057\u307e\u3059\u3002`status` \u306f `enum` \u3067 `resolved` \u3068 `open` \u306b\u9650\u308a\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u6b04\u304c\u629c\u3051\u306a\u3044\u3053\u3068\u3067\u3059\u3002** \u5fc5\u9808\u306e\u9805\u76ee\u3068\u578b\u304c\u5b88\u3089\u308c\u308b\u305f\u3081\u3001\u300c\u4fee\u7e55\u306e\u6b04\u3092\u66f8\u304d\u5fd8\u308c\u305f\u4e0b\u66f8\u304d\u300d\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002\u8a18\u9332\u304c\u7121\u3044\u6b04\u306b\u3082\u300c\u4eca\u6708\u306e\u8a18\u9332\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u304c\u5165\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u6587\u3068\u6839\u62e0\u30921\u5bfe1\u3067\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** `record_ids` \u304c\u3042\u308b\u306e\u3067\u3001\u62c5\u5f53\u8005\u306f\u4e0b\u66f8\u304d\u306e1\u6587\u3054\u3068\u306b\u5143\u306e\u8a18\u9332\u3078\u623b\u308c\u307e\u3059\u3002\u81ea\u7531\u6587\u3067\u53d7\u3051\u53d6\u308b\u3068\u3001\u3069\u306e\u8a18\u9332\u304b\u3089\u66f8\u3044\u305f\u306e\u304b\u3092\u63a2\u3057\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u691c\u67fb\u3057\u3084\u3059\u3044\u3053\u3068\u3067\u3059\u3002** \u5404\u6b04\u306e `text` \u3092\u53d6\u308a\u51fa\u3057\u3066\u3001\u6570\u5b57\u3001\u300c\u53f7\u5ba4\u300d\u3001\u7981\u6b62\u8a9e\u3092\u63a2\u305b\u307e\u3059\u3002**\u30b9\u30ad\u30fc\u30de\u3067\u5b88\u308c\u306a\u3044\u6587\u5b57\u6570\u3068\u6570\u5b57\u306e\u6df7\u5165\u306f\u3001\u3053\u3053\u3067\u691c\u67fb\u3057\u307e\u3059\u3002** \u306a\u304a\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u5fdc\u7b54\u306e\u62d2\u5426\u3084 `stop_reason` \u304c `max_tokens` \u306e\u5834\u5408\u306b\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u51fa\u529b\u306b\u306a\u308a\u3046\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001**`stop_reason` \u3082\u5fc5\u305a\u898b\u307e\u3059\u3002**\n\n**`needs_attention` \u306f\u3001AI\u304c\u300c\u3053\u306e\u7269\u4ef6\u306f\u62c5\u5f53\u8005\u304c\u3088\u304f\u8aad\u3080\u3079\u304d\u300d\u3068\u5224\u65ad\u3057\u305f\u3068\u304d\u306b\u7acb\u3066\u307e\u3059\u3002** \u8a18\u9332\u3069\u3046\u3057\u304c\u77db\u76fe\u3057\u3066\u3044\u308b\u3001\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u306e\u6271\u3044\u304c\u5206\u304b\u3089\u306a\u3044\u3001\u3068\u3044\u3063\u305f\u5834\u5408\u3067\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | CSV\u306e\u51fa\u529b\uff08\u4eba\uff09 | 4\u7a2e\u985e\u306e\u8a18\u9332\u3092\u51fa\u529b\u3059\u308b\u3002**\u66f8\u304d\u8fbc\u307f\u306f\u3057\u306a\u3044** |\n| Claude API | Message Batches API | 120\u7269\u4ef6\u5206\u30921\u56de\u3067\u6295\u5165\u3057\u3001\u7d50\u679c\u3092\u53d7\u3051\u53d6\u308b |\n| \u5831\u544a\u66f8\u306e\u3072\u306a\u5f62 | \u30b9\u30af\u30ea\u30d7\u30c8\u3067\u6d41\u3057\u8fbc\u307f | \u6587\u7ae0\u3068\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u6570\u5b57\u306e\u8868\u3092\u5408\u308f\u305b\u308b |\n| \u5171\u6709\u30d5\u30a9\u30eb\u30c0 | \u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58 | \u7269\u4ef6\u3054\u3068\u306e\u4e0b\u66f8\u304d\u3092\u62c5\u5f53\u8005\u5225\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u7f6e\u304f |\n| \u30e1\u30fc\u30eb | \u62c5\u5f53\u8005\u304c\u9001\u308b | PDF\u306b\u3057\u3066\u9001\u4ed8\u3002**\u81ea\u52d5\u9001\u4fe1\u306f\u3057\u306a\u3044** |\n\n**\u30d0\u30c3\u30c1\u306e\u7d50\u679c\u306f\u3001\u6295\u5165\u3057\u305f\u9806\u306b\u8fd4\u3063\u3066\u304f\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002** \u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u3082\u3001\u7d50\u679c\u306f\u4f5c\u6210\u6642\u306e\u9806\u5e8f\u3068\u4e00\u81f4\u3057\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u3001`custom_id` \u3067\u7a81\u304d\u5408\u308f\u305b\u308b\u3088\u3046\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**`custom_id` \u306b\u306f\u7269\u4ef6\u30b3\u30fc\u30c9\u3092\u5165\u308c\u307e\u3059\u3002** \u4f7f\u3048\u308b\u306e\u306f\u82f1\u6570\u5b57\u3068\u30cf\u30a4\u30d5\u30f3\u3001\u30a2\u30f3\u30c0\u30fc\u30b9\u30b3\u30a2\u30671\u301c64\u6587\u5b57\u306a\u306e\u3067\u3001\u7269\u4ef6\u30b3\u30fc\u30c9\u306b\u65e5\u672c\u8a9e\u304c\u5165\u308b\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u5074\u3067\u5909\u63db\u8868\u3092\u6301\u3061\u307e\u3059\u3002\n\n**\u90e8\u5c4b\u306e\u4eee\u756a\u53f7\u306f\u3001\u3072\u306a\u5f62\u306b\u6d41\u3057\u8fbc\u3080\u3068\u304d\u306b\u623b\u3057\u307e\u3059\u3002** \u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u300c\u90e8\u5c4b\u756a\u53f7\u3092\u51fa\u3059\u300d\u3068\u3057\u3066\u3044\u308b\u7269\u4ef6\u3060\u3051\u3001R3\u3092203\u53f7\u5ba4\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**\u300c\u51fa\u3055\u306a\u3044\u300d\u7269\u4ef6\u3067\u306f\u3001\u4eee\u756a\u53f7\u306e\u8868\u8a18\u3092\u6d88\u3057\u3066\u6587\u3092\u6574\u3048\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **`needs_attention` \u306e\u7269\u4ef6\u3068\u3001\u691c\u67fb\u3067\u6b62\u307e\u3063\u305f\u7269\u4ef6\u3092\u5148\u306b\u8aad\u3080** \u2026 \u3053\u3053\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\n2. **\u5224\u65ad\u3057\u3066\u307b\u3057\u3044\u3053\u3068\u306e\u6b04\u3092\u78ba\u304b\u3081\u308b** \u2026 \u898b\u7a4d\u306e\u627f\u8a8d\u5f85\u3061\u304c\u6f0f\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u4fee\u7e55\u306e\u753b\u9762\u306e\u300c\u627f\u8a8d\u304c\u8981\u308b\u300d\u6848\u4ef6\u3068\u898b\u6bd4\u3079\u307e\u3059\n3. **\u66f8\u304d\u3059\u304e\u3092\u6d88\u3059** \u2026 \u5165\u5c45\u8005\u3092\u7279\u5b9a\u3067\u304d\u308b\u66f8\u304d\u65b9\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u8aad\u307f\u307e\u3059\u3002**\u90e8\u5c4b\u756a\u53f7\u3092\u51fa\u3059\u7269\u4ef6\u3067\u306f\u7279\u306b**\n4. **\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u306e\u6271\u3044\u3092\u78ba\u304b\u3081\u308b** \u2026 `resolved` \u306b\u3055\u308c\u305f\u3082\u306e\u304c\u672c\u5f53\u306b\u7247\u4ed8\u3044\u305f\u304b\n5. **\u4e0a\u9577\u304c\u76ee\u3092\u901a\u3057\u3066\u9001\u308b** \u2026 \u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30aa\u30fc\u30ca\u30fc\u306b\u3068\u3063\u3066\u5831\u544a\u66f8\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u306e\u306f\u3001\u81ea\u5206\u304c\u4f55\u3092\u6c7a\u3081\u308c\u3070\u3088\u3044\u304b\u3067\u3059\u3002**\u627f\u8a8d\u5f85\u3061\u304c\u6f0f\u308c\u308b\u3068\u3001\u4fee\u7e55\u304c1\u304b\u6708\u9045\u308c\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f1\u7269\u4ef612\u5206\u3067\u3059\u3002** \u8a18\u9332\u3092\u8aad\u307f\u8fd4\u3059\u6642\u9593\u304c\u7121\u304f\u306a\u308a\u3001\u4e0b\u66f8\u304d\u3092\u8aad\u3093\u3067\u76f4\u3059\u6642\u9593\u3060\u3051\u304c\u6b8b\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| CSV\u306e\u671f\u9593\u304c\u524d\u6708\u3068\u9055\u3046 | \u5168\u4f53\u3092\u6b62\u3081\u308b\u3002**1\u4ef6\u3082\u6295\u5165\u3057\u306a\u3044** |\n| \u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a\u304c\u7121\u3044\u7269\u4ef6 | \u90e8\u5c4b\u756a\u53f7\u3092\u51fa\u3055\u306a\u3044\u5074\u3067\u4f5c\u308a\u3001\u62c5\u5f53\u8005\u3078\u77e5\u3089\u305b\u308b |\n| \u30d0\u30c3\u30c1\u306e\u7d50\u679c\u304c `errored` | \u305d\u306e\u7269\u4ef6\u3060\u3051\u3001\u901a\u5e38\u306eAPI\u547c\u3073\u51fa\u3057\u3067\u4f5c\u308a\u76f4\u3059 |\n| \u30d0\u30c3\u30c1\u304c24\u6642\u9593\u4ee5\u5185\u306b\u7d42\u308f\u3089\u305a `expired` | \u8ab2\u91d1\u306f\u3055\u308c\u306a\u3044\u3002\u6b8b\u308a\u3092\u901a\u5e38\u306eAPI\u547c\u3073\u51fa\u3057\u3067\u4f5c\u308b |\n| `stop_reason` \u304c `max_tokens` | \u8a18\u9332\u3092\u5206\u985e\u3054\u3068\u306b\u5206\u3051\u3066\u3001\u3082\u3046\u4e00\u5ea6\u6295\u5165\u3059\u308b |\n| \u6587\u7ae0\u306b\u6570\u5b57\u3084\u300c\u53f7\u5ba4\u300d\u304c\u6df7\u3056\u308b | \u305d\u306e\u6b04\u3092\u6d88\u3057\u3066 `needs_attention` \u306b\u3059\u308b |\n| \u8a18\u9332\u304c1\u4ef6\u3082\u7121\u3044\u7269\u4ef6 | AI\u306b\u6295\u3052\u305a\u3001\u300c\u4eca\u6708\u306e\u8a18\u9332\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u306e\u3072\u306a\u5f62\u3067\u4f5c\u308b |\n| \u6301\u3061\u8d8a\u3057\u4e8b\u9805\u304c `carry_over_status` \u306b\u7121\u3044 | \u4e0b\u66f8\u304d\u3092\u6b62\u3081\u3001\u62c5\u5f53\u8005\u304c\u66f8\u304f |\n| \u5185\u5bb9\u306e\u6b04\u306b\u6c0f\u540d\u304c\u6b8b\u3063\u3066\u3044\u305f | \u6295\u5165\u524d\u306e\u691c\u67fb\u3067\u6b62\u3081\u3001\u4f0f\u305b\u5b57\u306e\u898f\u5247\u3092\u8db3\u3059 |\n\n**\u30d0\u30c3\u30c1\u306b\u306f24\u6642\u9593\u306e\u671f\u9650\u304c\u3042\u308a\u307e\u3059\u3002** \u591a\u304f\u306f1\u6642\u9593\u4ee5\u5185\u306b\u7d42\u308f\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u9700\u8981\u306b\u3088\u3063\u3066\u306f\u9045\u308c\u300124\u6642\u9593\u3092\u904e\u304e\u305f\u5206\u306f `expired` \u306b\u306a\u308a\u307e\u3059\u3002**\u6708\u521d\u306e\u6570\u65e5\u3067\u5831\u544a\u3092\u51fa\u3059\u306a\u3089\u3001\u7de0\u3081\u306e\u5f53\u65e5\u306b\u6295\u5165\u3057\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u51fa\u529b\u3057\u305fCSV\u3068\u3001\u524d\u51e6\u7406\u306e\u5f8c\u306bAI\u3078\u6e21\u3057\u305f\u5165\u529b\uff08\u6c0f\u540d\u3092\u843d\u3068\u3057\u305f\u5f8c\u306e\u3082\u306e\uff09\n- \u90e8\u5c4b\u756a\u53f7\u3068\u4eee\u756a\u53f7\u306e\u5bfe\u5fdc\u8868\uff08**\u793e\u5185\u3060\u3051\u306b\u7f6e\u304f**\uff09\n- \u30d0\u30c3\u30c1\u306eID\u3068\u3001\u7269\u4ef6\u3054\u3068\u306e\u7d50\u679c\u306eJSON\u5168\u6587\n- \u691c\u67fb\u3067\u6b62\u307e\u3063\u305f\u7269\u4ef6\u3068\u3001\u305d\u306e\u7406\u7531\n- \u62c5\u5f53\u8005\u304c\u76f4\u3059\u524d\u306e\u4e0b\u66f8\u304d\u3068\u3001\u9001\u3063\u305f\u5831\u544a\u66f8\u306ePDF\n- **\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u7b87\u6240\u306e\u8a18\u9332** \u2026 \u3069\u306e\u6b04\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\n\n**\u30d0\u30c3\u30c1\u306e\u7d50\u679c\u306f\u4f5c\u6210\u304b\u308929\u65e5\u3067\u53d6\u308a\u51fa\u305b\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u3042\u308b\u3068\u304a\u308a\u3001\u30d0\u30c3\u30c1\u81ea\u4f53\u306f\u898b\u3089\u308c\u3066\u3082\u7d50\u679c\u306f\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u306a\u304f\u306a\u308b\u305f\u3081\u3001**\u7d50\u679c\u306eJSON\u306f\u53d7\u3051\u53d6\u3063\u305f\u6642\u70b9\u3067\u81ea\u793e\u306e\u4fdd\u5b58\u5148\u3078\u79fb\u3057\u307e\u3059\u3002** \u7fcc\u6708\u306e\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u306f\u3001\u3053\u306eJSON\u304b\u3089\u8aad\u307f\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u6307\u793a\u3092\u76f4\u3059\u6750\u6599\u3067\u3059\u3002** \u6bce\u6708\u540c\u3058\u6b04\u3067\u540c\u3058\u76f4\u3057\u304c\u5165\u308b\u306a\u3089\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b1\u884c\u8db3\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u5831\u544a\u3092\u51fa\u3057\u305f\u7269\u4ef6\u304b\u30895\u4ef6\u3092\u9078\u3076\uff08**\u9023\u7d61\u304c\u591a\u3044\u7269\u4ef6\u3068\u3001\u898b\u7a4d\u306e\u627f\u8a8d\u5f85\u3061\u304c\u3042\u3063\u305f\u7269\u4ef6\u3092\u5165\u308c\u308b**\uff09\n2. 5\u4ef6\u306e\u8a18\u9332\u3092\u51fa\u529b\u3057\u3001\u6c0f\u540d\u30fb\u9023\u7d61\u5148\u306e\u5217\u3092\u6d88\u3057\u3001\u90e8\u5c4b\u756a\u53f7\u3092\u4eee\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u308b\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b1\u7269\u4ef6\u305a\u3064\u8cbc\u308a\u3001\u7b2c7\u7ae0\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u3010\u53b3\u5b88\u4e8b\u9805\u3011\u3092\u4ed8\u3051\u3066\u4e0b\u66f8\u304d\u3092\u4f5c\u3089\u305b\u308b\n4. \u5b9f\u969b\u306b\u9001\u3063\u305f\u5831\u544a\u66f8\u3068\u4e26\u3079\u3001\u6f0f\u308c\u3068\u66f8\u304d\u3059\u304e\u3092\u6570\u3048\u308b\n\n**5\u4ef6\u306f\u5fc5\u305a\u624b\u3067\u4f0f\u305b\u5b57\u3092\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u8a66\u3059\u6bb5\u968e\u3067\u3082\u3001\u5165\u5c45\u8005\u306e\u6c0f\u540d\u3092\u5916\u90e8\u306e\u30b5\u30fc\u30d3\u30b9\u3078\u51fa\u3055\u306a\u3044\u3068\u3044\u3046\u7d04\u675f\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u9001\u3063\u305f\u5831\u544a\u66f8\u3068\u540c\u3058\u4e8b\u9805\u304c\u62fe\u3048\u305f | **\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u30d0\u30c3\u30c1\u306e\u69cb\u6210\u306b\u9032\u3080** |\n| \u6587\u4e2d\u306b\u6570\u5b57\u3084\u300c\u8907\u6570\u4ef6\u300d\u304c\u51fa\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u627f\u8a8d\u5f85\u3061\u306e\u898b\u7a4d\u304c\u62fe\u3048\u306a\u3044 | **\u4fee\u7e55\u306e\u8a18\u9332\u306b\u300c\u627f\u8a8d\u304c\u8981\u308b\u300d\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3002** \u8a18\u9332\u306e\u4ed8\u3051\u65b9\u304c\u5148 |\n\n**3\u884c\u76ee\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u62c5\u5f53\u8005\u304c\u982d\u306e\u4e2d\u3067\u899a\u3048\u3066\u3044\u308b\u300c\u3053\u306e\u898b\u7a4d\u306f\u30aa\u30fc\u30ca\u30fc\u5224\u65ad\u300d\u304c\u8a18\u9332\u306b\u7121\u3051\u308c\u3070\u3001AI\u306b\u306f\u62fe\u3048\u307e\u305b\u3093\u3002**\u305d\u306e\u5834\u5408\u306f\u3001\u4fee\u7e55\u306e\u8a18\u9332\u306e\u4ed8\u3051\u65b9\u3092\u5148\u306b\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002**","minimal_setup_short":"\u4f0f\u305b\u5b57\u3092\u3057\u305f\u8a18\u9332\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u30015\u3064\u306e\u6b04\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u3089\u305b\u308b \uff0f 1\u7269\u4ef6\u3054\u3068\u306e\u8981\u7d04","semi_auto_setup":"\u4e0a\u8a18\uff0b\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u4f0f\u305b\u5b57\u3068\u7269\u4ef6\u3054\u3068\u306e\u307e\u3068\u3081\u3092\u884c\u3044\u3001\u30d0\u30c3\u30c1\u3067\u4e00\u62ec\u6295\u5165\u3057\u3001\u3072\u306a\u5f62\u306b\u6d41\u3057\u8fbc\u3080 \uff0f \u524d\u51e6\u7406\u30fb\u8981\u7d04\u30fb\u6570\u5b57\u306e\u8868\u306e\u5dee\u3057\u8fbc\u307f","full_setup":"\u4e0a\u8a18\uff0b\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306eAPI\u3067\u8a18\u9332\u3092\u53d6\u308a\u3001\u4e0b\u66f8\u304d\u3092\u62c5\u5f53\u8005\u3078\u81ea\u52d5\u3067\u632f\u308a\u5206\u3051\u3001\u6301\u3061\u8d8a\u3057\u4e8b\u9805\u3092\u6bce\u6708\u5f15\u304d\u7d99\u3050 \uff0f CSV\u306e\u51fa\u529b\u304b\u3089\u4e0b\u66f8\u304d\u306e\u914d\u5e03\u307e\u3067","level_note":"**\u672c\u8a18\u4e8b\u304c\u60f3\u5b9a\u3059\u308b\u306e\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** CSV\u306e\u51fa\u529b\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u306f\u7de0\u3081\u3092\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u4e00\u624b\u9593\u3067\u3082\u3042\u308a\u307e\u3059\u3002**\u8a18\u9332\u3092\u63a2\u3057\u3066\u8aad\u307f\u3001\u66f8\u304d\u3001\u5199\u3057\u3066\u3044\u305f40\u5206\u304c\u3001\u4e0b\u66f8\u304d\u3092\u76f4\u305912\u5206\u306b\u306a\u308a\u307e\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u306f\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306eAPI\u304c\u4f7f\u3048\u308b\u5834\u5408\u306b\u9650\u308a\u307e\u3059\u3002** \u53d6\u308c\u308b\u9805\u76ee\u304c\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3054\u3068\u306b\u9055\u3046\u305f\u3081\u3001\u500b\u5225\u306e\u78ba\u8a8d\u304c\u8981\u308a\u307e\u3059\u3002**\u534a\u81ea\u52d5\u5316\u3092\u534a\u5e74\u56de\u3057\u3066\u3001\u76f4\u3057\u306e\u8a18\u9332\u304c\u6e1b\u3063\u3066\u304b\u3089\u8003\u3048\u308c\u3070\u8db3\u308a\u307e\u3059\u3002**","troubleshooting":"| \u3064\u307e\u305a\u304d\u3084\u3059\u3044\u70b9 | \u5bfe\u7b56 |\n|:--|:--|\n| \u6587\u7ae0\u306b\u4ef6\u6570\u3084\u91d1\u984d\u304c\u5165\u308a\u3001\u8868\u3068\u98df\u3044\u9055\u3046 | \u6307\u793a\u3067\u7981\u3058\u3001**\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u6570\u5b57\u3092\u691c\u67fb\u3059\u308b** |\n| \u300c\u8907\u6570\u4ef6\u300d\u3068\u66f8\u3044\u3066\u4ef6\u6570\u3092\u306b\u304a\u308f\u305b\u308b | \u300c\u8907\u6570\u300d\u300c\u3044\u304f\u3064\u304b\u300d\u3082\u7981\u3058\u308b |\n| \u5185\u5bb9\u306e\u6b04\u306b\u66f8\u304b\u308c\u305f\u6c0f\u540d\u304c\u5916\u3078\u51fa\u308b | \u5217\u3092\u6d88\u3059\u3060\u3051\u3067\u306a\u304f\u3001**\u5185\u5bb9\u306e\u6b04\u3092\u30d1\u30bf\u30fc\u30f3\u3067\u4f0f\u305b\u308b** |\n| \u4e8b\u60c5\u306e\u66f8\u304d\u65b9\u3067\u5165\u5c45\u8005\u304c\u7279\u5b9a\u3067\u304d\u308b | \u5206\u985e\u540d\u3067\u66f8\u304b\u305b\u308b\u3002**\u62c5\u5f53\u8005\u306e\u78ba\u8a8d\u9805\u76ee\u306b\u5165\u308c\u308b** |\n| \u7de0\u3081\u306e\u524d\u306b\u52d5\u304b\u3057\u3001\u6ede\u7d0d\u3092\u8aa4\u3063\u3066\u8f09\u305b\u308b | \u65e5\u4ed8\u3067\u81ea\u52d5\u8d77\u52d5\u3055\u305b\u305a\u3001**\u7de0\u3081\u306e\u5f8c\u306eCSV\u51fa\u529b\u3092\u8d77\u70b9\u306b\u3059\u308b** |\n| \u898b\u7a4d\u306e\u627f\u8a8d\u5f85\u3061\u304c\u62fe\u3048\u306a\u3044 | \u4fee\u7e55\u306e\u8a18\u9332\u306b\u300c\u627f\u8a8d\u304c\u8981\u308b\u300d\u306e\u9805\u76ee\u3092\u6301\u305f\u305b\u308b |\n| \u524d\u6708\u306e\u6301\u3061\u8d8a\u3057\u304c\u6d88\u3048\u308b | `carry_over_status` \u3092\u5fc5\u9808\u306b\u3057\u3001\u6b20\u3051\u305f\u3089\u6b62\u3081\u308b |\n| \u30d0\u30c3\u30c1\u306e\u7d50\u679c\u306e\u9806\u5e8f\u304c\u305a\u308c\u308b | **`custom_id` \u306e\u7269\u4ef6\u30b3\u30fc\u30c9\u3067\u7a81\u304d\u5408\u308f\u305b\u308b** |\n| \u7269\u4ef6\u30b3\u30fc\u30c9\u306b\u65e5\u672c\u8a9e\u304c\u5165\u308a `custom_id` \u306b\u3067\u304d\u306a\u3044 | \u82f1\u6570\u5b57\u306e\u5909\u63db\u8868\u3092\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u6301\u3064 |\n| \u7d50\u679c\u304c29\u65e5\u3067\u53d6\u308a\u51fa\u305b\u306a\u304f\u306a\u308b | \u53d7\u3051\u53d6\u3063\u305f\u6642\u70b9\u3067\u81ea\u793e\u306e\u4fdd\u5b58\u5148\u3078\u79fb\u3059 |\n| \u6587\u5b57\u6570\u306e\u4e0a\u9650\u3092\u30b9\u30ad\u30fc\u30de\u3067\u7e1b\u308d\u3046\u3068\u3059\u308b | \u6587\u5b57\u5217\u306e\u9577\u3055\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u3002**\u6307\u793a\u3068\u691c\u67fb\u3067\u5b88\u308b** |\n| \u4e0b\u66f8\u304d\u3092\u305d\u306e\u307e\u307e\u9001\u308b\u62c5\u5f53\u8005\u304c\u51fa\u308b | \u4e0a\u9577\u306e\u78ba\u8a8d\u3092\u6b8b\u3057\u3001**\u76f4\u3057\u305f\u7b87\u6240\u3092\u8a18\u9332\u3059\u308b** |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u300cAI\u306b\u6e21\u3059\u3082\u306e\u300d\u3068\u300cAI\u306b\u66f8\u304b\u305b\u308b\u3082\u306e\u300d\u306e\u5883\u76ee\u306e\u554f\u984c\u3067\u3001**\u6570\u5b57\u3068\u6c0f\u540d\u3092AI\u306e\u624b\u524d\u3067\u6b62\u3081\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5165\u5c45\u8005\u304b\u3089\u306e\u9023\u7d61\u306e\u5185\u5bb9\u3001\u4fee\u7e55\u306e\u72b6\u6cc1\u3001\u5165\u9000\u53bb\u306e\u4e88\u5b9a\u3001\u6ede\u7d0d\u306e\u6709\u7121\u3001\u305d\u3057\u3066\u8a18\u9332\u306e\u4e2d\u306b\u66f8\u304d\u8fbc\u307e\u308c\u305f**\u5165\u5c45\u8005\u306e\u751f\u6d3b\u306e\u4e8b\u60c5**\u3067\u3059\u3002\n\n1. **\u5165\u5c45\u8005\u306e\u6c0f\u540d\u30fb\u90e8\u5c4b\u756a\u53f7\u30fb\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u4e8b\u60c5\u3092\u30aa\u30fc\u30ca\u30fc\u5831\u544a\u306b\u51fa\u3055\u306a\u3044** \u2026 \u30aa\u30fc\u30ca\u30fc\u306f\u7269\u4ef6\u306e\u6301\u3061\u4e3b\u3067\u3059\u304c\u3001\u5165\u5c45\u8005\u306e\u751f\u6d3b\u306e\u4e8b\u60c5\u307e\u3067\u77e5\u308b\u7acb\u5834\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u3069\u3053\u307e\u3067\u51fa\u3059\u304b\u306f\u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a\u3067\u6c7a\u3081\u3001\u65e2\u5b9a\u306f\u300c\u90e8\u5c4b\u756a\u53f7\u3092\u51fa\u3055\u306a\u3044\u300d\u306b\u3057\u307e\u3059**\n2. **AI\u306b\u6c0f\u540d\u3092\u6e21\u3055\u306a\u3044** \u2026 \u5831\u544a\u306b\u8981\u3089\u306a\u3044\u60c5\u5831\u306f\u3001\u5916\u90e8\u306eAPI\u306b\u3082\u6e21\u3057\u307e\u305b\u3093\u3002**\u4f0f\u305b\u5b57\u306f\u5217\u306e\u524a\u9664\u3068\u5185\u5bb9\u306e\u6b04\u306e\u7f6e\u63db\u306e2\u6bb5\u3067\u884c\u3044\u307e\u3059**\n3. **\u90e8\u5c4b\u756a\u53f7\u3068\u4eee\u756a\u53f7\u306e\u5bfe\u5fdc\u8868\u3092\u793e\u5185\u304b\u3089\u51fa\u3055\u306a\u3044** \u2026 \u3053\u306e\u8868\u304c\u3042\u308c\u3070\u4eee\u756a\u53f7\u304b\u3089\u90e8\u5c4b\u304c\u5206\u304b\u308a\u307e\u3059\u3002\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u624b\u5143\u3060\u3051\u306b\u7f6e\u304d\u307e\u3059\n4. **\u6ede\u7d0d\u306e\u91d1\u984d\u3068\u4e8b\u60c5\u3092AI\u306b\u6e21\u3055\u306a\u3044** \u2026 \u6e21\u3059\u306e\u306f\u300c\u3042\u308a\uff0f\u306a\u3057\u300d\u3060\u3051\u3067\u3059\u3002**\u6ede\u7d0d\u3057\u3066\u3044\u308b\u4eba\u306e\u4e8b\u60c5\u306f\u3001\u5831\u544a\u66f8\u306b\u66f8\u304f\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093**\n5. **\u30aa\u30fc\u30ca\u30fc\u306e\u5224\u65ad\u3092AI\u306b\u4ee3\u308f\u3089\u305b\u306a\u3044** \u2026 \u898b\u7a4d\u3092\u627f\u8a8d\u3059\u308b\u304b\u3001\u5bb6\u8cc3\u3092\u898b\u76f4\u3059\u304b\u3001\u8a2d\u5099\u3092\u66f4\u65b0\u3059\u308b\u304b\u306f**\u30aa\u30fc\u30ca\u30fc\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002** AI\u306f\u5224\u65ad\u304c\u8981\u308b\u4e8b\u9805\u3092\u4e26\u3079\u308b\u3060\u3051\u3067\u3001\u63a8\u5968\u3092\u65ad\u5b9a\u3055\u305b\u307e\u305b\u3093\n6. **\u9001\u308b\u306e\u306f\u4eba\u304c\u884c\u3046** \u2026 \u4e0b\u66f8\u304d\u306e\u81ea\u52d5\u9001\u4fe1\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002**\u5165\u5c45\u8005\u306e\u3053\u3068\u304c\u66f8\u304b\u308c\u305f\u6587\u66f8\u304c\u3001\u78ba\u8a8d\u306a\u3057\u3067\u5916\u3078\u51fa\u308b\u7d4c\u8def\u3092\u306a\u304f\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5165\u5c45\u8005\u3092\u7279\u5b9a\u3067\u304d\u308b\u66f8\u304d\u65b9\u304c\u30aa\u30fc\u30ca\u30fc\u3078\u5c4a\u304f\u3053\u3068\u3068\u3001\u627f\u8a8d\u5f85\u3061\u306e\u898b\u7a4d\u304c\u6f0f\u308c\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u4f0f\u305b\u5b57\u3068\u62c5\u5f53\u8005\u306e\u78ba\u8a8d\u3067\u3001\u5f8c\u8005\u306f\u4fee\u7e55\u306e\u8a18\u9332\u306e\u9805\u76ee\u3068 `required` \u306e\u6b04\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u8cc3\u8cb8\u7ba1\u7406\u3092\u53d7\u8a17\u3057\u3001\u30aa\u30fc\u30ca\u30fc\u3054\u3068\u30fb\u7269\u4ef6\u3054\u3068\u306b\u6bce\u6708\u306e\u5831\u544a\u66f8\u3092\u51fa\u3057\u3066\u3044\u308b\u7ba1\u7406\u4f1a\u793e\u3002\u5831\u544a\u3092\u51fa\u3059\u7269\u4ef6\u304c\u6708\u306b100\u4ef6\u524d\u5f8c\u3042\u308a\u3001\u62c5\u5f53\u8005\u304c\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5bfe\u5fdc\u5c65\u6b74\u3092\u8aad\u307f\u8fd4\u3057\u3066\u6587\u7ae0\u306b\u307e\u3068\u3081\u3066\u3044\u308b\u5834\u5408\u3002\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u5831\u544a\u306e\u66f8\u304d\u65b9\u3084\u8f09\u305b\u308b\u7bc4\u56f2\u304c\u3070\u3089\u3070\u3089\u3067\u3001\u62c5\u5f53\u66ff\u3048\u306e\u305f\u3073\u306b\u30aa\u30fc\u30ca\u30fc\u304b\u3089\u300c\u524d\u306e\u4eba\u306e\u307b\u3046\u304c\u8a73\u3057\u304b\u3063\u305f\u300d\u3068\u8a00\u308f\u308c\u308b\u5834\u5408\u3002","not_recommended_for":"\u7ba1\u7406\u7269\u4ef6\u304c\u6570\u5341\u4ef6\u3067\u3001\u62c5\u5f53\u8005\u304c\u4e00\u4eba\u3072\u3068\u308a\u306e\u30aa\u30fc\u30ca\u30fc\u3068\u96fb\u8a71\u3067\u8a71\u3057\u3066\u6e08\u307e\u305b\u3066\u3044\u308b\u5834\u5408\u3002\u5165\u5c45\u8005\u5bfe\u5fdc\u306e\u8a18\u9332\u304c\u7d19\u306e\u53d7\u4ed8\u7c3f\u3084\u62c5\u5f53\u8005\u306e\u624b\u5e33\u306b\u3057\u304b\u306a\u304f\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u51fa\u529b\u3067\u304d\u306a\u3044\u5834\u5408\u3002\u5831\u544a\u306e\u6570\u5b57\uff08\u9001\u91d1\u984d\u30fb\u6ede\u7d0d\u984d\u30fb\u4fee\u7e55\u8cbb\uff09\u305d\u306e\u3082\u306e\u306e\u4f5c\u6210\u3092\u4efb\u305b\u305f\u3044\u5834\u5408\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u6271\u3044\u307e\u305b\u3093\u3002\u6570\u5b57\u306f\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5024\u3092\u4f7f\u3044\u307e\u3059\u3002","first_step":"**1\u9031\u76ee\uff1a\u7269\u4ef6\u3054\u3068\u306e\u8a2d\u5b9a\u306e\u4e00\u89a7\u3092\u4f5c\u308b**\n\n120\u7269\u4ef6\u306b\u3064\u3044\u3066\u3001**\u90e8\u5c4b\u756a\u53f7\u3092\u5831\u544a\u306b\u51fa\u3059\u304b\u3001\u5831\u544a\u3092\u6bce\u6708\u51fa\u3059\u304b**\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u6c7a\u307e\u3089\u306a\u3044\u7269\u4ef6\u306f\u300c\u51fa\u3055\u306a\u3044\u300d\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a5\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e5\u7269\u4ef6\u306e\u8a18\u9332\u3092\u4f0f\u305b\u5b57\u306b\u3057\u3066\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u4e0b\u66f8\u304d\u3092\u4f5c\u3089\u305b\u307e\u3059\u3002**\u9001\u3063\u305f\u5831\u544a\u66f8\u3068\u4e26\u3079\u3001\u627f\u8a8d\u5f85\u3061\u306e\u898b\u7a4d\u304c\u62fe\u3048\u3066\u3044\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u4fee\u7e55\u306e\u8a18\u9332\u306e\u4ed8\u3051\u65b9\u3092\u305d\u308d\u3048\u308b**\n\n\u898b\u7a4d\u306b\u300c\u30aa\u30fc\u30ca\u30fc\u306e\u627f\u8a8d\u304c\u8981\u308b\u300d\u306e\u9805\u76ee\u3092\u4ed8\u3051\u308b\u3053\u3068\u3092\u3001\u7a93\u53e3\u3068\u7ba1\u7406\u55b6\u696d\u3067\u6c7a\u3081\u307e\u3059\u3002**\u3053\u308c\u304c\u7121\u3044\u3068\u3001\u5224\u65ad\u3057\u3066\u307b\u3057\u3044\u3053\u3068\u306e\u6b04\u306f\u57cb\u307e\u308a\u307e\u305b\u3093\u3002**\n\n**4\u9031\u76ee\uff1a\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f5c\u308b**\n\nCSV\u306e\u307e\u3068\u3081\u3001\u4f0f\u305b\u5b57\u3001\u30d0\u30c3\u30c1\u306e\u6295\u5165\u3001\u7d50\u679c\u306e\u7a81\u304d\u5408\u308f\u305b\u3001\u6570\u5b57\u306e\u691c\u67fb\u3001\u3072\u306a\u5f62\u3078\u306e\u6d41\u3057\u8fbc\u307f\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u6700\u521d\u306e\u6708\u306f\u5168\u7269\u4ef6\u3092\u62c5\u5f53\u8005\u304c\u624b\u3067\u66f8\u3044\u305f\u5831\u544a\u3068\u4e26\u3079\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u4e0b\u66f8\u304d\u304b\u3089\u9001\u308b\u5f62\u306b\u5207\u308a\u66ff\u3048\u3001\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u7b87\u6240\u3092\u6bce\u6708\u6570\u3048\u307e\u3059\u3002**\u76f4\u3057\u304c\u6e1b\u308a\u30011\u7269\u4ef612\u5206\u306b\u8fd1\u3065\u3044\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0206","UC-0113","UC-0027","UC-0035"],"related_articles":[{"id":7351,"slug":"eigyo-ai-katsuyo-bamen","title":"\u55b6\u696d\u3067AI\u3092\u4f7f\u30465\u3064\u306e\u5834\u9762\uff5c\u4efb\u305b\u65b9\u3067\u6210\u679c\u304c\u5909\u308f\u308b"},{"id":5665,"slug":"eigyo-list-sakusei","title":"\u55b6\u696d\u30ea\u30b9\u30c8\u306f\u8cb7\u308f\u306a\u304f\u3066\u3082\u4f5c\u308c\u308b\uff5c\u516c\u958b\u60c5\u5831\u304b\u3089\u7d44\u3080"},{"id":7115,"slug":"ai-roleplay-eigyo-renshu","title":"\u55b6\u696d\u306e\u30ed\u30fc\u30d7\u30ec\u304c\u7d9a\u304b\u306a\u3044\u539f\u56e0\uff5cAI\u3092\u76f8\u624b\u306b\u56de\u3059\u8a2d\u8a08"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u5fdc\u7b54\u3092\u6307\u5b9a\u306e\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u6709\u52b9\u306aJSON\u306b\u3059\u308b\u3053\u3068\u3002`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3002`required` \u3068 `enum` \u306b\u5bfe\u5fdc\u3057\u3001`additionalProperties` \u306f `false` \u304c\u5fc5\u8981\u306a\u3053\u3068\u3002`minimum`\uff0f`maximum` \u3068 `minLength`\uff0f`maxLength` \u306f\u975e\u5bfe\u5fdc\u306a\u3053\u3068\u3002\u62d2\u5426\u3084 `max_tokens` \u3067\u505c\u6b62\u3057\u305f\u5834\u5408\u306f\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u51fa\u529b\u306b\u306a\u308a\u3046\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-09-28 |\n| Message Batches API \u304c\u975e\u540c\u671f\u306e\u4e00\u62ec\u51e6\u7406\u3067\u6599\u91d1\u304c\u901a\u5e38\u306e50\uff05\u3067\u3042\u308b\u3053\u3068\u3002\u591a\u304f\u306f1\u6642\u9593\u4ee5\u5185\u306b\u7d42\u308f\u308a\u300124\u6642\u9593\u3067\u671f\u9650\u5207\u308c\u306b\u306a\u308b\u3053\u3068\u30021\u30d0\u30c3\u30c110\u4e07\u4ef6\u307e\u305f\u306f256MB\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002\u7d50\u679c\u306f29\u65e5\u3067\u53d6\u308a\u51fa\u305b\u306a\u304f\u306a\u308b\u3053\u3068\u3002\u7d50\u679c\u306e\u9806\u5e8f\u306f\u4fdd\u8a3c\u3055\u308c\u305a `custom_id`\uff08\u82f1\u6570\u5b57\u30fb\u30cf\u30a4\u30d5\u30f3\u30fb\u30a2\u30f3\u30c0\u30fc\u30b9\u30b3\u30a2\u306e1\u301c64\u6587\u5b57\uff09\u3067\u7a81\u304d\u5408\u308f\u305b\u308b\u3053\u3068\u3002`errored`\uff0f`expired` \u306e\u5206\u306f\u8ab2\u91d1\u3055\u308c\u306a\u3044\u3053\u3068 | [Claude Docs: Batch processing](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/batch-processing) | 2026-09-28 |\n| \u9577\u3044\u8cc7\u6599\u306f\u6307\u793a\u3088\u308a\u524d\u306b\u7f6e\u304d\u3001\u554f\u3044\u3092\u6700\u5f8c\u306b\u7f6e\u304f\u3068\u8907\u96d1\u306a\u8907\u6570\u8cc7\u6599\u3067\u5fdc\u7b54\u306e\u8cea\u304c\u6700\u592730\uff05\u4e0a\u304c\u3063\u305f\u3053\u3068\u3002\u8cc7\u6599\u3092 ``\u30fb``\u30fb`` \u306e\u30bf\u30b0\u3067\u5305\u3080\u3053\u3068\u3002\u5148\u306b\u95a2\u4fc2\u3059\u308b\u90e8\u5206\u3092\u5f15\u7528\u3055\u305b\u3066\u304b\u3089\u672c\u984c\u306b\u5165\u308b\u3053\u3068 | [Claude Docs: Prompting best practices\uff08Long context prompting\uff09](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/prompt-engineering\/claude-prompting-best-practices) | 2026-09-28 |\n\n**\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306eCSV\u306e\u51fa\u529b\u9805\u76ee\u3068API\u306e\u6709\u7121\u306f\u3001\u5229\u7528\u3057\u3066\u3044\u308b\u88fd\u54c1\u3054\u3068\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Claude \u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\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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