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Document AI","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-06","trigger":"**\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u30b9\u30ad\u30e3\u30f3\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** 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Python \u306e\u5e38\u99d0\u306e\u51e6\u7406\u3067\u884c\u3044\u3001**\u4fdd\u5b58\u304b\u3089\u6570\u5206\u304a\u304d\u306b\u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u3092\u62fe\u3044\u307e\u3059\u3002** \u5f15\u7d99\u304e\u62c5\u5f53\u304c\u5f85\u3064\u5fc5\u8981\u306f\u7121\u3044\u306e\u3067\u3001\u5373\u6642\u3067\u306a\u304f\u3066\u69cb\u3044\u307e\u305b\u3093\u3002**\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3057\u3001\u79fb\u3059\u306e\u306f\u5168\u90e8\u5c4b\u306e\u51e6\u7406\u304c\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051**\u306b\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5951\u7d04\u66f8\u306e\u675f\u306e\u30b9\u30ad\u30e3\u30f3 | 1\u68df\u5206\u306ePDF\u3002\u4ed5\u5207\u308a\u7d19\u3067\u90e8\u5c4b\u3054\u3068\u306b\u5206\u304b\u308c\u308b | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| 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\u899a\u66f8\u306e\u91d1\u984d\u306e\u8868\u306e\u3088\u3046\u306b\u3001\u7d50\u5408\u3057\u305f\u30bb\u30eb\u306e\u7121\u3044\u8868\u3060\u3051\u3067\u3059\n\n| \u53d6\u308b\u3082\u306e | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|\n| \u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3068\u3001\u30da\u30fc\u30b8\u30fb\u4f4d\u7f6e | \u66f8\u985e\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u306e\u5224\u5b9a\u3001\u5024\u3068\u6839\u62e0\u306e\u6587\u5b57\u5217 |\n| \u6587\u5b57\u3054\u3068\u306e\u4fe1\u983c\u5ea6 | \u91d1\u984d\u3068\u65e5\u4ed8\u306e\u6570\u5b57\u304c\u5d29\u308c\u3066\u3044\u306a\u3044\u304b\u306e\u5370 |\n| \u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2 | 0.5\u3092\u4e0b\u56de\u308b\u3068\u7406\u7531\u304c\u8fd4\u308b\u3002\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059\u304b\u306e\u5224\u65ad |\n| Form Parser \u306e\u8868\uff08\u5358\u7d14\u306a\u8868\u306e\u307f\uff09 | \u899a\u66f8\u306e\u91d1\u984d\u306e\u884c\u3068\u5217 |\n\n**\u91d1\u984d\u306e\u6b04\u306e\u4fe1\u983c\u5ea6\u3092\u3001\u6587\u5b57\u3054\u3068\u306b\u898b\u308b\u306e\u304c\u5927\u4e8b\u3067\u3059\u3002** \u300c85,000\u300d\u306e\u300c8\u300d\u3060\u3051\u304c\u4f4e\u3044\u3068\u304d\u3001\u305d\u308c\u306f\u300c35,000\u300d\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002**\u91d1\u984d\u306e\u3069\u306e\u6841\u304c\u5d29\u308c\u3066\u3044\u308b\u304b\u304c\u5206\u304b\u308c\u3070\u3001\u539f\u672c\u306e\u3069\u3053\u3092\u898b\u308c\u3070\u3088\u3044\u304b\u304c\u3059\u3050\u5206\u304b\u308a\u307e\u3059\u3002**","preprocessing":"1. **\u4ed5\u5207\u308a\u7d19\u306e\u78ba\u8a8d** \u2026 2\u6b21\u5143\u30b3\u30fc\u30c9\u304c\u8aad\u3081\u306a\u3044\u4ed5\u5207\u308a\u7d19\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u524d\u5f8c\u306e\u90e8\u5c4b\u3092\u6b62\u3081\u3066\u4eba\u3078\u623b\u3057\u307e\u3059\n2. **\u753b\u50cf\u306e\u54c1\u8cea\u306e\u78ba\u8a8d** \u2026 \u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u3092\u4e0b\u56de\u308a\u3001`defect_faint` \u3084 `defect_dark` \u304c\u4ed8\u3044\u305f\u30da\u30fc\u30b8\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3057\u307e\u3059\u3002**\u53e4\u3044\u5951\u7d04\u66f8\u306e\u5199\u3057\u306f\u3001\u8584\u3044\u3053\u3068\u304c\u591a\u3044**\u3067\u3059\n3. **\u89e3\u50cf\u5ea6\u3068\u5727\u7e2e\u306e\u78ba\u8a8d** \u2026 \u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u3001300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u826f\u3044\u7d50\u679c\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30b9\u30ad\u30e3\u30ca\u3092300dpi\u306b\u56fa\u5b9a\u3057\u3001\u975e\u53ef\u9006\u306e\u9ad8\u5727\u7e2e\u3092\u4f7f\u3044\u307e\u305b\u3093**\n4. **\u30da\u30fc\u30b8\u306e\u5411\u304d\u3068\u767d\u7d19\u306e\u9664\u53bb** \u2026 \u88cf\u304c\u767d\u7d19\u306e\u30da\u30fc\u30b8\u3092\u9664\u304d\u3001\u5411\u304d\u3092\u305d\u308d\u3048\u307e\u3059\n5. **\u500b\u4eba\u60c5\u5831\u306e\u6b04\u3092\u5206\u3051\u308b** \u2026 \u501f\u4e3b\u30fb\u9023\u5e2f\u4fdd\u8a3c\u4eba\u306e\u6c0f\u540d\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u52e4\u52d9\u5148\u306e\u7bc4\u56f2\u306f\u3001\u751f\u6210AI\u306b\u9001\u308b\u6587\u5b57\u304b\u3089\u5916\u3057\u307e\u3059\u3002\u90e8\u5c4b\u756a\u53f7\u3067\u7d50\u3073\u76f4\u3057\u307e\u3059\n6. **\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3092\u90e8\u5c4b\u756a\u53f7\u3067\u5f15\u3051\u308b\u5f62\u306b\u3059\u308b** \u2026 \u90e8\u5c4b\u756a\u53f7\u306e\u8868\u8a18\uff08\u300c101\u300d\u300c1-01\u300d\u300c101\u53f7\u5ba4\u300d\uff09\u3092\u305d\u308d\u3048\u307e\u3059\n\n**5\u756a\u76ee\u306f\u3001\u5916\u90e8\u3078\u9001\u308b\u7bc4\u56f2\u3092\u6c7a\u3081\u308b\u4f5c\u696d\u3067\u3059\u3002** \u53f0\u5e33\u306e\u9805\u76ee\u306b\u501f\u4e3b\u306e\u6c0f\u540d\u306f\u8981\u308a\u307e\u3059\u304c\u3001\u305d\u308c\u306f\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3068\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u53d6\u308c\u307e\u3059\u3002**\u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u3001\u91d1\u984d\u30fb\u671f\u9593\u30fb\u7279\u7d04\u306e\u6587\u5b57\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f3\u3064\u3067\u3059\u3002** \u66f8\u985e\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u306e\u5224\u5b9a\u3001\u53f0\u5e33\u306e\u9805\u76ee\u3078\u306e\u5024\u3068\u6839\u62e0\u306e\u6587\u5b57\u5217\u306e\u305d\u308d\u3048\u3001\u7279\u7d04\u306e\u5206\u985e\u3067\u3059\u3002\n\n| \u9805\u76ee | \u3055\u305b\u308b\u3053\u3068 | \u3055\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|:--|\n| \u66f8\u985e\u306e\u7a2e\u985e | \u5951\u7d04\u66f8\uff0f\u66f4\u65b0\u5408\u610f\u66f8\uff0f\u899a\u66f8\uff0f\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\uff0f\u305d\u306e\u4ed6 | \u66f8\u985e\u306e\u6709\u52b9\u6027\u306e\u5224\u65ad |\n| \u66f8\u985e\u306e\u65e5\u4ed8 | \u5951\u7d04\u65e5\u30fb\u5408\u610f\u65e5\u3068\u3057\u3066\u66f8\u304b\u308c\u305f\u65e5\u4ed8 | \u65e5\u4ed8\u304c\u7121\u3044\u66f8\u985e\u306e\u65e5\u4ed8\u306e\u63a8\u5b9a |\n| \u8cc3\u6599\u30fb\u5171\u76ca\u8cbb\u30fb\u99d0\u8eca\u5834 | \u6708\u984d\u3068\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217 | \u7a0e\u8fbc\u30fb\u7a0e\u629c\u306e\u63db\u7b97\u3001\u65e5\u5272\u306e\u8a08\u7b97 |\n| \u6577\u91d1\u30fb\u4fdd\u8a3c\u91d1 | \u91d1\u984d\u307e\u305f\u306f\u300c\u8cc3\u6599\u306e\u4f55\u304b\u6708\u5206\u300d\u3068\u3001\u6839\u62e0 | \u4f55\u304b\u6708\u5206\u304b\u3089\u91d1\u984d\u3078\u306e\u8a08\u7b97 |\n| \u5951\u7d04\u671f\u9593 | \u59cb\u671f\u30fb\u7d42\u671f\u3068\u3001\u6839\u62e0 | \u66f4\u65b0\u5f8c\u306e\u671f\u9593\u306e\u63a8\u5b9a |\n| \u66f4\u65b0\u6599\u30fb\u66f4\u65b0\u4e8b\u52d9\u624b\u6570\u6599 | \u91d1\u984d\u307e\u305f\u306f\u300c\u65b0\u8cc3\u6599\u306e\u4f55\u304b\u6708\u5206\u300d\u3068\u3001\u6839\u62e0 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u66f4\u65b0\u6599\u306e\u88dc\u5b8c |\n| \u5951\u7d04\u306e\u5f62 | \u666e\u901a\u501f\u5bb6\u304b\u5b9a\u671f\u501f\u5bb6\u304b\u3001\u6839\u62e0 | \u5b9a\u671f\u501f\u5bb6\u3068\u3057\u3066\u6709\u52b9\u304b\u306e\u5224\u65ad |\n| \u9023\u5e2f\u4fdd\u8a3c | \u9023\u5e2f\u4fdd\u8a3c\u4eba\u306e\u6709\u7121\u3001\u6975\u5ea6\u984d\u306e\u8a18\u8f09\u306e\u6709\u7121\u3068\u91d1\u984d\u3001\u4fdd\u8a3c\u4f1a\u793e\u306e\u540d\u79f0 | \u4fdd\u8a3c\u306e\u6709\u52b9\u6027\u306e\u5224\u65ad |\n| \u7279\u7d04 | \u6587\u8a00\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\u5206\u985e\uff08\u539f\u72b6\u56de\u5fa9\uff0f\u30da\u30c3\u30c8\uff0f\u77ed\u671f\u89e3\u7d04\uff0f\u305d\u306e\u4ed6\uff09\u3092\u4ed8\u3051\u308b | \u7279\u7d04\u306e\u8981\u7d04\u3001\u6709\u52b9\u6027\u306e\u5224\u65ad |\n\n**\u300c\u8a08\u7b97\u3092\u3057\u306a\u3044\u300d\u3092\u5168\u90e8\u306e\u884c\u306b\u901a\u3057\u307e\u3059\u3002** \u6577\u91d1\u304c\u300c\u8cc3\u6599\u306e2\u304b\u6708\u5206\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304d\u3001\u91d1\u984d\u306b\u3059\u308b\u306e\u306f Python \u306e\u4ed5\u4e8b\u3067\u3059\u3002**\u751f\u6210AI\u306b\u8a08\u7b97\u3055\u305b\u308b\u3068\u3001\u3069\u306e\u8cc3\u6599\uff08\u5f53\u521d\u304b\u66f4\u65b0\u5f8c\u304b\uff09\u3092\u4f7f\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u56fd\u571f\u4ea4\u901a\u7701\u306e\u6a19\u6e96\u5951\u7d04\u66f8\u306e\u982d\u66f8\u306b\u306f\u3001\u8cc3\u6599\u30fb\u5171\u76ca\u8cbb\u30fb\u6577\u91d1\u30fb\u305d\u306e\u4ed6\u4e00\u6642\u91d1\u30fb\u9644\u5c5e\u65bd\u8a2d\u4f7f\u7528\u6599\u306e\u6b04\u304c\u3042\u308a\u3001\u66f4\u65b0\u6599\u306e\u6b04\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u66f4\u65b0\u6599\u306f\u672c\u6587\u306e\u6761\u6587\u304b\u3001\u7b2c19\u6761\u306e\u7279\u7d04\u6761\u9805\u306e\u6b04\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001**\u7279\u7d04\u306e\u4e2d\u304b\u3089\u91d1\u984d\u3092\u62fe\u3046\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u3067\u3001\u4ed6\u793e\u304b\u3089\u5f15\u304d\u7d99\u3044\u3060\u8cc3\u8cb8\u501f\u5951\u7d04\u306e\u66f8\u985e\u3092\u8aad\u307f\u3001\n\u7ba1\u7406\u53f0\u5e33\u306e\u9805\u76ee\u306b\u5024\u3092\u305d\u308d\u3048\u308b\u62c5\u5f53\u3067\u3059\u3002\u6cd5\u7684\u306a\u5224\u65ad\u306f\u4e00\u5207\u3057\u307e\u305b\u3093\u3002\n\n\u3010\u5165\u529b\u30111\u3064\u306e\u90e8\u5c4b\u306e\u66f8\u985e\u306e\u675f\u306eOCR\u7d50\u679c\uff08\u30da\u30fc\u30b8\u756a\u53f7\u4ed8\u304d\uff09\u3002\n\u501f\u4e3b\u7b49\u306e\u6c0f\u540d\u30fb\u4f4f\u6240\u30fb\u9023\u7d61\u5148\u306f\u9664\u3044\u3066\u3042\u308a\u307e\u3059\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u66f8\u985e\u3054\u3068\u306b\u3001\u7a2e\u985e\uff08contract \/ renewal \/ memorandum \/ explanation \/ other\uff09\u3068\u3001\n   \u5951\u7d04\u65e5\u30fb\u5408\u610f\u65e5\u3068\u3057\u3066\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u66f8\u985e\u3054\u3068\u306b\u3001\u53f0\u5e33\u306e\u9805\u76ee\u306e\u5024\u3068\u3001\u305d\u306e\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u7279\u7d04\u306f\u3001\u6587\u8a00\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\u5206\u985e\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- evidence \u306b\u306f\u3001OCR\u7d50\u679c\u306b\u5b9f\u969b\u306b\u3042\u308b\u6587\u5b57\u5217\u3092\u3001\u4e00\u5b57\u3082\u5909\u3048\u305a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u898b\u3064\u304b\u3089\u306a\u3044\u5024\u306f value \u3092\u7a7a\u306b\u3057\u3001status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u8cc3\u6599\u306e2\u304b\u6708\u5206\u300d\u306f\u3001\u305d\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\n  value_text \u306b\u5165\u308c\u3001value_yen \u306f\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7a0e\u8fbc\u30fb\u7a0e\u629c\u3001\u65e5\u5272\u3001\u7aef\u6570\u306e\u51e6\u7406\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u306b\u65e5\u4ed8\u304c\u7121\u3044\u5834\u5408\u3001\u65e5\u4ed8\u3092\u63a8\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002document_date \u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u524d\u306e\u66f8\u985e\u306e\u5024\u3067\u3001\u5f8c\u306e\u66f8\u985e\u306e\u7a7a\u6b04\u3092\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u985e\u3054\u3068\u306b\u3001\n  \u305d\u306e\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u624b\u66f8\u304d\u3067\u8a02\u6b63\u3055\u308c\u305f\u91d1\u984d\u306f\u3001\u8a02\u6b63\u5f8c\u306e\u6587\u5b57\u5217\u3092 value_text \u306b\u5165\u308c\u3001\n  corrected \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7279\u7d04\u3092\u8981\u7d04\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6709\u52b9\u304b\u7121\u52b9\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9805\u76ee\u306e\u547c\u3073\u65b9\u306f\u3010\u9805\u76ee\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3011\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u4e00\u89a7\u306b\u7121\u3044\u547c\u3073\u65b9\u306f\n  other \u306b\u5165\u308c\u3001\u539f\u6587\u306e\u9805\u76ee\u540d\u3092\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u9805\u76ee\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3011{field_aliases}\n\u3010OCR\u7d50\u679c\u3011{ocr_pages}\n```\n\n**\u300c\u524d\u306e\u66f8\u985e\u306e\u5024\u3067\u3001\u5f8c\u306e\u66f8\u985e\u306e\u7a7a\u6b04\u3092\u57cb\u3081\u306a\u3044\u300d\u304c\u8981\u3067\u3059\u3002** \u66f4\u65b0\u5408\u610f\u66f8\u306b\u306f\u5909\u308f\u3063\u305f\u9805\u76ee\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u3001\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u751f\u6210AI\u306f\u5951\u7d04\u66f8\u306e\u5024\u3067\u7a7a\u6b04\u3092\u57cb\u3081\u307e\u3059\u3002**\u57cb\u3081\u305f\u77ac\u9593\u3001\u305d\u306e\u9805\u76ee\u304c\u66f4\u65b0\u3067\u5909\u308f\u3063\u305f\u306e\u304b\u3001\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u91cd\u306d\u5408\u308f\u305b\u306f\u7b2c5\u7ae0\u306e7\u756a\u76ee\u306e\u3068\u304a\u308a\u3001Python \u304c\u66f8\u985e\u306e\u65e5\u4ed8\u3067\u884c\u3044\u307e\u3059\u3002","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"room_no\": \"\",\n  \"documents\": [\n    {\n      \"doc_type\": \"contract | renewal | memorandum | explanation | other\",\n      \"document_date\": \"\",\n      \"pages\": [0],\n      \"fields\": [\n        { \"item\": \"rent\", \"value_text\": \"\", \"value_yen\": \"\",\n          \"status\": \"found | missing | unreadable\",\n          \"corrected\": false, \"evidence\": \"\", \"page\": 0 }\n      ],\n      \"special_terms\": [\n        { \"category\": \"restoration | pet | early_termination | other\",\n          \"text\": \"\", \"page\": 0 }\n      ]\n    }\n  ]\n}\n```\n\n`item` \u306f `rent` \uff0f `common_fee` \uff0f `parking` \uff0f `deposit` \uff0f `lease_start` \uff0f `lease_end` \uff0f `renewal_fee` \uff0f `lease_type` \uff0f `guarantor` \uff0f `guarantee_limit` \uff0f `guarantee_company` \uff0f `notice_period` \u3067\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u66f8\u985e\u3054\u3068\u306b\u5024\u3092\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u4eca\u306e\u6761\u4ef6\u30921\u3064\u306b\u307e\u3068\u3081\u3066\u8fd4\u3055\u305b\u308b\u3068\u3001\u3069\u306e\u66f8\u985e\u306e\u3069\u306e\u5024\u3092\u63a1\u3063\u305f\u304b\u304c\u6d88\u3048\u307e\u3059\u3002**\u66f8\u985e\u3054\u3068\u306b\u8fd4\u3055\u305b\u3001\u91cd\u306d\u5408\u308f\u305b\u306f Python \u306e\u898f\u5247\u3067\u884c\u3046**\u306e\u3067\u3001\u5f8c\u304b\u3089\u6839\u62e0\u3092\u305f\u3069\u308c\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`evidence` \u3092\u6a5f\u68b0\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** Python \u306f\u3001`evidence` \u306e\u6587\u5b57\u5217\u304cOCR\u7d50\u679c\u306e\u305d\u306e\u30da\u30fc\u30b8\u306b\u672c\u5f53\u306b\u3042\u308b\u304b\u3092\u7167\u5408\u3057\u3001**\u7121\u3051\u308c\u3070 `unverified` \u306b\u3057\u307e\u3059\u3002** OpenAI API \u306e\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001`strict: true` \u3067\u30b9\u30ad\u30fc\u30de\u3078\u306e\u6e96\u62e0\u3092\u6307\u5b9a\u3067\u304d\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u4e26\u3079\u3001`additionalProperties: false` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u9805\u76ee\u304c\u6b20\u3051\u305fJSON\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044\u306e\u3067\u3001\u7167\u5408\u306e\u51e6\u7406\u304c\u5358\u7d14\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001\u62d2\u5426\u3092\u5206\u3051\u3066\u6271\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u5b89\u5168\u4e0a\u306e\u7406\u7531\u3067\u30e2\u30c7\u30eb\u304c\u5fdc\u3058\u306a\u3044\u5834\u5408\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u306a\u3044 `refusal` \u304c\u8fd4\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**`refusal` \u304c\u8fd4\u3063\u305f\u90e8\u5c4b\u306f\u51e6\u7406\u3092\u6b62\u3081\u3066\u4eba\u3078\u56de\u3057\u3001\u7a7a\u306eJSON\u3068\u3057\u3066\u6271\u3044\u307e\u305b\u3093\u3002**\n\nPython \u304c\u7d44\u307f\u7acb\u3066\u308b\u3001\u90e8\u5c4b\u3054\u3068\u306e\u4eca\u306e\u6761\u4ef6\u3068\u7a81\u304d\u5408\u308f\u305b\u306e\u7d50\u679c\u306f\u6b21\u306e\u8868\u306b\u306a\u308a\u307e\u3059\u3002\n\n| \u9805\u76ee | \u5951\u7d04\u66f8 | \u6700\u65b0\u306e\u66f8\u985e | \u4eca\u306e\u6761\u4ef6 | \u5f15\u7d99\u304e\u4e00\u89a7 | \u5224\u5b9a |\n|:--|--:|--:|--:|--:|:--|\n| \u8cc3\u6599 | 85,000 | 82,000\uff08\u66f4\u65b0\u5408\u610f\u66f8\uff09 | 82,000 | 85,000 | `mismatch` |\n| \u5171\u76ca\u8cbb | 3,000 | \uff0d | 3,000 | 3,000 | `ok` |\n| \u6577\u91d1 | \u8cc3\u6599\u306e2\u304b\u6708\u5206 | \uff0d | 170,000 | 85,000 | `mismatch` |\n\n**\u6577\u91d1\u306e\u884c\u306e\u3088\u3046\u306b\u3001\u8a08\u7b97\u3092 Python \u306b\u7f6e\u304f\u3068\u7406\u7531\u304c\u66f8\u3051\u307e\u3059\u3002** \u300c\u5f53\u521d\u306e\u8cc3\u659985,000\u5186\u306e2\u304b\u6708\u5206\u300d\u3068\u66f8\u3051\u3070\u3001**\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u304c1\u304b\u6708\u5206\u3067\u5165\u3063\u3066\u3044\u308b\u306e\u304b\u3001\u4e00\u90e8\u3092\u8fd4\u3057\u305f\u306e\u304b**\u3092\u554f\u3044\u5408\u308f\u305b\u308b\u6587\u9762\u306b\u306a\u308a\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 | Python \u306e\u76e3\u8996 | \u30b9\u30ad\u30e3\u30f3\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| Google Document AI | API\u547c\u3073\u51fa\u3057 | \u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3001\u4fe1\u983c\u5ea6\u3001\u54c1\u8cea\u30b9\u30b3\u30a2 |\n| OpenAI API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u66f8\u985e\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u3001\u9805\u76ee\u306e\u5024\u3001\u7279\u7d04\u306e\u5206\u985e |\n| \u78ba\u8a8d\u306e\u4e00\u89a7 | \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u8868 | \u90e8\u5c4b\u3054\u3068\u306e\u4eca\u306e\u6761\u4ef6\u3068\u5224\u5b9a |\n| \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb | \u78ba\u8a8d\u306e\u6e08\u3093\u3060\u90e8\u5c4b\u3060\u3051\u3092\u66f8\u304d\u51fa\u3059 |\n\n**\u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u51fa\u3059\u306e\u306f\u3001\u5f15\u7d99\u304e\u62c5\u5f53\u304c\u78ba\u8a8d\u3092\u6e08\u307e\u305b\u305f\u90e8\u5c4b\u3060\u3051\u3067\u3059\u3002** `mismatch` \u3084 `unverified` \u304c\u6b8b\u3063\u3066\u3044\u308b\u90e8\u5c4b\u306f\u66f8\u304d\u51fa\u3057\u307e\u305b\u3093\u3002**\u672a\u78ba\u8a8d\u306e\u5024\u304c\u53f0\u5e33\u306b\u5165\u308a\u3001\u6700\u521d\u306e\u8acb\u6c42\u306b\u4f7f\u308f\u308c\u308b\u3053\u3068\u3092\u9632\u304e\u307e\u3059\u3002**\n\n**\u78ba\u8a8d\u306e\u4e00\u89a7\u306f\u30011\u68df\u30921\u679a\u306e\u8868\u306b\u3057\u307e\u3059\u3002** \u884c\u304c\u90e8\u5c4b\u3001\u5217\u304c\u9805\u76ee\u3067\u3001\u5404\u30bb\u30eb\u306b\u4eca\u306e\u6761\u4ef6\u3068\u5224\u5b9a\u3092\u4e26\u3079\u307e\u3059\u3002`mismatch` \u306e\u30bb\u30eb\u306b\u306f\u300c\u5951\u7d04\u66f882,000\uff08\u66f4\u65b0\u5408\u610f\u66f8 p.3\uff09\uff0f\u4e00\u89a785,000\u300d\u306e\u3088\u3046\u306b**\u4e21\u65b9\u306e\u5024\u3068\u6839\u62e0\u306e\u30da\u30fc\u30b8**\u3092\u51fa\u3057\u307e\u3059\u3002\u5f15\u7d99\u304e\u62c5\u5f53\u306f\u3001\u539f\u672c\u306e\u3069\u306e\u30da\u30fc\u30b8\u3092\u958b\u3051\u3070\u3088\u3044\u304b\u3092\u8868\u304b\u3089\u76f4\u63a5\u305f\u3069\u308c\u307e\u3059\u3002**1\u68df\u306e\u3046\u3061\u5224\u5b9a\u304c\u6b8b\u3063\u3066\u3044\u308b\u90e8\u5c4b\u306e\u6570\u3092\u8868\u306e\u5148\u982d\u306b\u51fa\u3057\u30010\u306b\u306a\u3063\u305f\u68df\u304b\u3089\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**","human_review":"1. **`mismatch` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5951\u7d04\u66f8\u3068\u4e00\u89a7\u306e\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\u3069\u3061\u3089\u306b\u3082\u6839\u62e0\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059**\n2. **`unverified` \u3068 `unreadable` \u3092\u898b\u308b** \u2026 \u6839\u62e0\u306e\u6587\u5b57\u5217\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u5024\u3001\u8aad\u3081\u306a\u3044\u91d1\u984d\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **\u624b\u66f8\u304d\u306e\u8a02\u6b63\uff08`corrected`\uff09\u3092\u898b\u308b** \u2026 \u8a02\u6b63\u5370\u306e\u6709\u7121\u3068\u3001\u8a02\u6b63\u5f8c\u306e\u91d1\u984d\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u7279\u7d04\u306e\u5206\u985e\u3092\u898b\u308b** \u2026 \u5206\u985e\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u5199\u3057\u304c\u539f\u6587\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u6709\u52b9\u6027\u306e\u5224\u65ad\u306f\u3057\u307e\u305b\u3093**\n5. **\u78ba\u8a8d\u306e\u6e08\u3093\u3060\u90e8\u5c4b\u3092\u53d6\u308a\u8fbc\u3080** \u2026 \u5224\u5b9a\u306e\u6b8b\u3063\u3066\u3044\u306a\u3044\u90e8\u5c4b\u3060\u3051\u3092\u66f8\u304d\u51fa\u3057\u307e\u3059\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4e00\u89a7\u306e\u5024\u306b\u5408\u308f\u305b\u3066\u5951\u7d04\u66f8\u306e\u8aad\u307f\u53d6\u308a\u3092\u76f4\u3059\u306e\u306f\u7c21\u5358\u3067\u3059\u304c\u3001**\u4e00\u89a7\u306e\u307b\u3046\u304c\u8aa4\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3053\u306e\u696d\u52d9\u3067\u898b\u3064\u3051\u305f\u3044\u3053\u3068\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001240\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef65\u5206\u3067\u3059\u3002** \u4e00\u89a7\u3068\u4e00\u81f4\u3057\u3001\u6839\u62e0\u306e\u78ba\u304b\u3081\u3089\u308c\u305f\u90e8\u5c4b\u306f\u6d41\u3057\u898b\u3067\u6e08\u307f\u307e\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u304c\u8981\u308b\u90e8\u5c4b\u304c\u3001\u5e73\u5747\u3092\u5f15\u304d\u4e0a\u3052\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u4ed5\u5207\u308a\u7d19\u304c\u8aad\u3081\u306a\u3044\u30fb\u629c\u3051\u3066\u3044\u308b | \u524d\u5f8c\u306e\u90e8\u5c4b\u3092\u6b62\u3081\u3001\u675f\u3092\u5206\u3051\u76f4\u3057\u3066\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059 |\n| \u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u672a\u6e80 | \u7406\u7531\u3092\u4e00\u89a7\u306b\u51fa\u3057\u3001\u539f\u672c\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059 |\n| 1\u90e8\u5c4b\u306e\u66f8\u985e\u304c15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b | \u307e\u3068\u3081\u3066\u9001\u308b\u51e6\u7406\uff08500\u30da\u30fc\u30b8\u307e\u3067\uff09\u306b\u56de\u3059 |\n| \u66f8\u985e\u306b\u65e5\u4ed8\u304c\u7121\u3044 | \u91cd\u306d\u5408\u308f\u305b\u306e\u9806\u304c\u6c7a\u307e\u3089\u306a\u3044\u3002**\u4eba\u304c\u66f8\u985e\u306e\u9806\u3092\u6c7a\u3081\u308b** |\n| \u5951\u7d04\u66f8\u304c\u7121\u304f\u3001\u4e00\u89a7\u3060\u3051\u304c\u3042\u308b | \u53f0\u5e33\u306b\u306f\u4e00\u89a7\u306e\u5024\u3092\u5165\u308c\u3001**\u300c\u5951\u7d04\u66f8\u306a\u3057\u300d\u306e\u5370\u3092\u4ed8\u3051\u3066\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306b\u539f\u672c\u3092\u6c42\u3081\u308b** |\n| \u5b9a\u671f\u501f\u5bb6\u306e\u5951\u7d04 | \u66f4\u65b0\u3067\u306f\u306a\u304f\u518d\u5951\u7d04\u306b\u306a\u308b\u3002`lease_type` \u3067\u5206\u3051\u3001\u66f4\u65b0\u306e\u6848\u5185\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u6cd5\u4eba\u5951\u7d04\u30fb\u793e\u5b85\u4ee3\u884c | \u501f\u4e3b\u304c\u6cd5\u4eba\u306e\u5951\u7d04\u306f\u3001\u4e00\u89a7\u306e\u501f\u4e3b\u540d\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u5225\u306b\u5370\u3092\u4ed8\u3051\u308b |\n| \u624b\u66f8\u304d\u306e\u8a02\u6b63\u306b\u8a02\u6b63\u5370\u304c\u7121\u3044 | `corrected` \u3067\u51fa\u3057\u3001\u4eba\u304c\u539f\u672c\u3067\u78ba\u304b\u3081\u308b |\n| `refusal` \u304c\u8fd4\u3063\u305f | \u51e6\u7406\u3092\u6b62\u3081\u3066\u4eba\u3078\u56de\u3059\u3002\u7a7a\u306eJSON\u3068\u3057\u3066\u6271\u308f\u306a\u3044 |\n| Document AI \u3084 OpenAI API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u5168\u90e8\u5c4b\u306e\u6210\u529f\u6642\u3060\u3051** |\n\n**4\u884c\u76ee\u30685\u884c\u76ee\u306f\u3001\u53e4\u3044\u7269\u4ef6\u307b\u3069\u591a\u304f\u51fa\u307e\u3059\u3002** \u65e5\u4ed8\u306e\u7121\u3044\u899a\u66f8\u3084\u3001\u5165\u5c45\u8005\u304c\u4f55\u4ee3\u3082\u66ff\u308f\u3063\u3066\u5951\u7d04\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u90e8\u5c4b\u3067\u3059\u3002**\u3053\u306e2\u3064\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u5de5\u592b\u3067\u306f\u7247\u3065\u304d\u307e\u305b\u3093\u3002** \u5f15\u7d99\u304e\u306e\u6700\u521d\u306e\u6253\u3061\u5408\u308f\u305b\u3067\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306b\u66f8\u985e\u306e\u6b20\u3051\u3092\u4f1d\u3048\u308b\u6750\u6599\u306b\u3057\u307e\u3059\u3002","log_storage":"- \u5951\u7d04\u66f8\u306e\u675f\u306e\u30b9\u30ad\u30e3\u30f3\u306e\u539f\u672c\u3068\u3001\u4ed5\u5207\u308a\u7d19\u3067\u5206\u3051\u305f\u90e8\u5c4b\u3054\u3068\u306e\u30d5\u30a1\u30a4\u30eb\n- Document AI \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\n- OpenAI API \u306e\u51fa\u529b\u3068\u3001`evidence` \u306e\u7167\u5408\u306e\u7d50\u679c\n- \u90e8\u5c4b\u3054\u3068\u306e\u4eca\u306e\u6761\u4ef6\u306e\u7d44\u307f\u7acb\u3066\uff08\u3069\u306e\u66f8\u985e\u306e\u3069\u306e\u5024\u3092\u63a1\u3063\u305f\u304b\uff09\n- \u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\uff08\u53d7\u3051\u53d6\u3063\u305f\u307e\u307e\uff09\u3068\u3001\u5217\u3092\u76f4\u3057\u305f\u3082\u306e\n- **\u4eba\u304c\u76f4\u3057\u305f\u8a18\u9332\u3068\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u56de\u7b54**\n\n**4\u3064\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f15\u7d99\u304e\u306e\u5f8c\u306b\u6761\u4ef6\u3092\u805e\u304b\u308c\u305f\u3068\u304d\u7b54\u3048\u308b\u305f\u3081\u3067\u3059\u3002** \u501f\u4e3b\u304b\u3089\u300c\u8cc3\u6599\u306f\u3044\u3064\u304b\u308982,000\u5186\u304b\u300d\u3068\u805e\u304b\u308c\u305f\u3089\u3001**\u3069\u306e\u66f4\u65b0\u5408\u610f\u66f8\u304b\u3089\u63a1\u3063\u305f\u304b\u3092\u3059\u3050\u793a\u305b\u307e\u3059\u3002**\n\n**5\u3064\u76ee\u3067\u3001\u53d7\u3051\u53d6\u3063\u305f\u307e\u307e\u306e\u4e00\u89a7\u3092\u6b8b\u3059\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u98df\u3044\u9055\u3044\u304c\u3069\u3061\u3089\u306e\u8aa4\u308a\u3060\u3063\u305f\u304b\u3092\u3001\u5f8c\u304b\u3089\u8aac\u660e\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":240,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":15,"after_minutes_per_case":5,"hourly_cost":3000,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1440000,"summary":"\u4ed6\u793e\u304b\u3089\u7ba1\u7406\u3092\u5f15\u304d\u7d99\u3044\u3060\u7269\u4ef6\u306e\u8cc3\u8cb8\u501f\u5951\u7d04\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u8cc3\u6599\u30fb\u5171\u76ca\u8cbb\u30fb\u6577\u91d1\u30fb\u5951\u7d04\u671f\u9593\u30fb\u66f4\u65b0\u6599\u30fb\u7279\u7d04\u3092\u7ba1\u7406\u53f0\u5e33\u306e\u9805\u76ee\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u8aad\u3081\u306a\u3044\u7b87\u6240\u3068\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u5f15\u7d99\u304e\u4e00\u89a7\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u62fe\u3044\u307e\u3059\u3002","before_flow":"1. \u524d\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u5951\u7d04\u66f8\u306e\u675f\u3068\u3001\u5165\u5c45\u8005\u3054\u3068\u306e\u8cc3\u6599\u306e\u4e00\u89a7\u3092\u53d7\u3051\u53d6\u308b\n2. \u675f\u3092\u90e8\u5c4b\u3054\u3068\u306b\u5206\u3051\u3001\u5951\u7d04\u66f8\u30fb\u66f4\u65b0\u5408\u610f\u66f8\u30fb\u899a\u66f8\u30fb\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\u306e\u9806\u306b\u4e26\u3079\u308b\n3. \u5951\u7d04\u66f8\u306e\u982d\u66f8\u3084\u6761\u6587\u304b\u3089\u3001\u8cc3\u6599\u30fb\u5171\u76ca\u8cbb\u30fb\u6577\u91d1\u30fb\u5951\u7d04\u671f\u9593\u30fb\u66f4\u65b0\u6599\u30fb\u89e3\u7d04\u4e88\u544a\u306e\u671f\u9593\u3092\u63a2\u3059\n4. \u66f4\u65b0\u5408\u610f\u66f8\u3068\u899a\u66f8\u3092\u65b0\u3057\u3044\u9806\u306b\u898b\u3066\u3001\u5909\u308f\u3063\u305f\u6761\u4ef6\u3092\u4e0a\u66f8\u304d\u3059\u308b\n5. \u7279\u7d04\u306e\u6b04\u3092\u8aad\u307f\u3001\u539f\u72b6\u56de\u5fa9\u30fb\u30da\u30c3\u30c8\u30fb\u77ed\u671f\u89e3\u7d04\u306e\u9055\u7d04\u91d1\u306a\u3069\u3092\u30e1\u30e2\u3059\u308b\n6. \u7ba1\u7406\u53f0\u5e33\u3078\u6253\u3061\u8fbc\u307f\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3068\u91d1\u984d\u3092\u898b\u6bd4\u3079\u308b\n7. \u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u30aa\u30fc\u30ca\u30fc\u306b\u554f\u3044\u5408\u308f\u305b\u308b\n\n**\uff08a\uff09\u6700\u65b0\u306e\u6761\u4ef6\u304c\u66f8\u985e\u306e\u675f\u306e\u4e2d\u306b\u6563\u3089\u3070\u3063\u3066\u3044\u308b\u3002** 4\u756a\u76ee\u306e\u4f5c\u696d\u306f\u3001\u66f8\u985e\u306e\u65e5\u4ed8\u3092\u898b\u3066\u65b0\u3057\u3044\u9806\u306b\u4e26\u3079\u76f4\u3059\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002**\u66f4\u65b0\u5408\u610f\u66f8\u3067\u8cc3\u6599\u304c\u4e0b\u304c\u308a\u3001\u305d\u306e\u5f8c\u306e\u899a\u66f8\u3067\u99d0\u8eca\u5834\u304c\u8db3\u3055\u308c\u305f\u90e8\u5c4b\u3067\u306f\u30013\u679a\u3092\u8aad\u307e\u306a\u3044\u3068\u4eca\u306e\u6708\u984d\u304c\u51fa\u307e\u305b\u3093\u3002**\n\n**\uff08b\uff09\u4e00\u89a7\u3068\u5951\u7d04\u66f8\u306e\u98df\u3044\u9055\u3044\u304c\u3001\u898b\u6bd4\u3079\u306e\u6700\u5f8c\u306b\u56de\u308b\u3002** 6\u756a\u76ee\u306e\u898b\u6bd4\u3079\u306f\u3001\u6253\u3061\u8fbc\u307f\u304c\u7d42\u308f\u3063\u3066\u304b\u3089\u306e\u4f5c\u696d\u3067\u3059\u3002**\u671f\u9650\u304c\u8feb\u308b\u3068\u3001\u4e00\u89a7\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u53f0\u5e33\u306b\u5165\u308c\u3066\u3001\u898b\u6bd4\u3079\u3092\u5f8c\u56de\u3057\u306b\u3059\u308b**\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u307e\u307e\u6700\u521d\u306e\u8acb\u6c42\u304c\u51fa\u308b\u3068\u3001\u501f\u4e3b\u304b\u3089\u6307\u6458\u3055\u308c\u3066\u521d\u3081\u3066\u5206\u304b\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u7279\u7d04\u304c\u53f0\u5e33\u306b\u6b8b\u3089\u306a\u3044\u3002** 5\u756a\u76ee\u306e\u30e1\u30e2\u306f\u62c5\u5f53\u8005\u306e\u624b\u5143\u306b\u6b8b\u308a\u3001\u53f0\u5e33\u306e\u9805\u76ee\u306b\u306f\u306a\u308a\u307e\u305b\u3093\u3002**\u9000\u53bb\u306e\u3068\u304d\u306b\u300c\u3053\u306e\u90e8\u5c4b\u306e\u539f\u72b6\u56de\u5fa9\u306e\u7279\u7d04\u306f\u300d\u3068\u805e\u304b\u308c\u3066\u3001\u307e\u305f\u5951\u7d04\u66f8\u3092\u958b\u304d\u307e\u3059\u3002**\n\n**\uff08d\uff09\u9023\u5e2f\u4fdd\u8a3c\u306e\u6761\u4ef6\u304c\u8aad\u307f\u843d\u3068\u3055\u308c\u308b\u3002** \u56fd\u571f\u4ea4\u901a\u7701\u306e\u8cc7\u6599\u3067\u306f\u3001\u4ee4\u548c2\u5e744\u67081\u65e5\u65bd\u884c\u306e\u6539\u6b63\u6c11\u6cd5\u3067\u9023\u5e2f\u4fdd\u8a3c\u4eba\u306b\u3064\u3044\u3066\u6975\u5ea6\u984d\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5165\u5c45\u306e\u6642\u671f\u306b\u3088\u3063\u3066\u3001\u6975\u5ea6\u984d\u306e\u6b04\u304c\u3042\u308b\u5951\u7d04\u3068\u7121\u3044\u5951\u7d04\u304c\u6df7\u3056\u308a\u307e\u3059\u3002** \u53f0\u5e33\u306b\u5951\u7d04\u306e\u6642\u671f\u3068\u6975\u5ea6\u984d\u306e\u6709\u7121\u3092\u6301\u305f\u305b\u306a\u3044\u3068\u3001\u5f8c\u304b\u3089\u78ba\u304b\u3081\u308b\u624b\u304c\u304b\u308a\u304c\u3042\u308a\u307e\u305b\u3093\u3002","before_flow_steps":["\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u5951\u7d04\u66f8\u306e\u675f\u3068\u3001\u5165\u5c45\u8005\u3054\u3068\u306e\u8cc3\u6599\u306e\u4e00\u89a7\u3092\u53d7\u3051\u53d6\u308b","\u675f\u3092\u90e8\u5c4b\u3054\u3068\u306b\u5206\u3051\u3001\u5951\u7d04\u66f8\u30fb\u66f4\u65b0\u5408\u610f\u66f8\u30fb\u899a\u66f8\u30fb\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\u306e\u9806\u306b\u4e26\u3079\u308b","\u5951\u7d04\u66f8\u306e\u982d\u66f8\u3084\u6761\u6587\u304b\u3089\u3001\u8cc3\u6599\u30fb\u5171\u76ca\u8cbb\u30fb\u6577\u91d1\u30fb\u5951\u7d04\u671f\u9593\u30fb\u66f4\u65b0\u6599\u30fb\u89e3\u7d04\u4e88\u544a\u306e\u671f\u9593\u3092\u63a2\u3059","\u66f4\u65b0\u5408\u610f\u66f8\u3068\u899a\u66f8\u3092\u65b0\u3057\u3044\u9806\u306b\u898b\u3066\u3001\u5909\u308f\u3063\u305f\u6761\u4ef6\u3092\u4e0a\u66f8\u304d\u3059\u308b","\u7279\u7d04\u306e\u6b04\u3092\u8aad\u307f\u3001\u539f\u72b6\u56de\u5fa9\u30fb\u30da\u30c3\u30c8\u30fb\u77ed\u671f\u89e3\u7d04\u306e\u9055\u7d04\u91d1\u306a\u3069\u3092\u30e1\u30e2\u3059\u308b","\u7ba1\u7406\u53f0\u5e33\u3078\u6253\u3061\u8fbc\u307f\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3068\u91d1\u984d\u3092\u898b\u6bd4\u3079\u308b","\u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u30aa\u30fc\u30ca\u30fc\u306b\u554f\u3044\u5408\u308f\u305b\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u53d7\u3051\u53d6\u3063\u305f\u675f\u3092\u90e8\u5c4b\u3054\u3068\u306b\u5206\u3051\u3001\u90e8\u5c4b\u756a\u53f7\u306e\u4ed8\u3044\u305f\u4ed5\u5207\u308a\u7d19\u3092\u631f\u3093\u3067\u30b9\u30ad\u30e3\u30f3\u3059\u308b\n2. **\u3010\u4eba\u3011** \u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3092\u3001\u6c7a\u307e\u3063\u305f\u5217\u306e\u4e26\u3073\u306b\u76f4\u3057\u3066\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u3078\u7f6e\u304f\n3. **\u3010\u81ea\u52d5\u3011** \u30b9\u30ad\u30e3\u30f3\u306e\u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u4ed5\u5207\u308a\u7d19\u3067\u90e8\u5c4b\u3054\u3068\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u5206\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** Google Document AI \u304c\u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** OpenAI API \u304c\u66f8\u985e\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u3092\u5224\u5b9a\u3057\u3001\u7ba1\u7406\u53f0\u5e33\u306e\u9805\u76ee\u306b\u5024\u3068\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u5165\u308c\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u6839\u62e0\u306e\u6587\u5b57\u5217\u304c\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u672c\u5f53\u306b\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u7121\u3044\u3082\u306e\u3092 `unverified` \u306b\u3059\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u66f8\u985e\u306e\u65e5\u4ed8\u306e\u65b0\u3057\u3044\u9806\u306b\u6761\u4ef6\u3092\u91cd\u306d\u3001\u4eca\u306e\u6761\u4ef6\u3092\u7d44\u307f\u7acb\u3066\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u98df\u3044\u9055\u3044\u3092\u7406\u7531\u4ed8\u304d\u3067\u51fa\u3059\n9. **\u3010\u4eba\u3011** \u5f15\u7d99\u304e\u62c5\u5f53\u304c\u3001\u98df\u3044\u9055\u3044\u3068 `unverified` \u3068\u5224\u8aad\u4e0d\u80fd\u306e\u9805\u76ee\u3060\u3051\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u308b\n10. **\u3010\u4eba\u3011** \u78ba\u8a8d\u306e\u6e08\u3093\u3060\u90e8\u5c4b\u3092\u7ba1\u7406\u53f0\u5e33\u3078\u53d6\u308a\u8fbc\u307f\u3001\u98df\u3044\u9055\u3044\u3092\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u3078\u554f\u3044\u5408\u308f\u305b\u308b\n\n**6\u756a\u76ee\u304c\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** \u751f\u6210AI\u304c\u8fd4\u3057\u305f\u5024\u306f\u3001**\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u4e2d\u306b\u540c\u3058\u6587\u5b57\u5217\u304c\u3042\u308b\u3082\u306e\u3060\u3051\u3092\u63a1\u7528\u3057\u307e\u3059\u3002** \u5951\u7d04\u66f8\u306b\u7121\u3044\u6570\u5b57\u3092\u53f0\u5e33\u306b\u5165\u308c\u306a\u3044\u305f\u3081\u306e\u3001\u6a5f\u68b0\u306e\u5074\u306e\u6b6f\u6b62\u3081\u3067\u3059\u3002\n\n**7\u756a\u76ee\u306f\u3001\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002** \u3069\u306e\u66f8\u985e\u304c\u65b0\u3057\u3044\u304b\u306f\u66f8\u985e\u306e\u65e5\u4ed8\u3067\u6c7a\u307e\u308a\u3001\u751f\u6210AI\u306e\u5224\u65ad\u306b\u4efb\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u5909\u308f\u3063\u305f\u9805\u76ee\u3060\u3051\u3092\u4e0a\u66f8\u304d\u3057\u3001\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u53e4\u3044\u66f8\u985e\u306e\u5024\u3092\u6b8b\u3057\u307e\u3059\u3002**\n\n**9\u756a\u76ee\u3067\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u5168\u90e8\u306e\u9805\u76ee\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u4e00\u89a7\u3068\u4e00\u81f4\u3057\u3001\u6839\u62e0\u3082\u78ba\u304b\u3081\u3089\u308c\u305f\u9805\u76ee\u306f\u6d41\u3057\u898b\u3067\u6e08\u307e\u305b\u3001**\u98df\u3044\u9055\u3044\u3068\u6839\u62e0\u306e\u7121\u3044\u9805\u76ee\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u53d7\u3051\u53d6\u3063\u305f\u675f\u3092\u90e8\u5c4b\u3054\u3068\u306b\u5206\u3051\u3001\u90e8\u5c4b\u756a\u53f7\u306e\u4ed8\u3044\u305f\u4ed5\u5207\u308a\u7d19\u3092\u631f\u3093\u3067\u30b9\u30ad\u30e3\u30f3\u3059\u308b","**\u3010\u4eba\u3011** \u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3092\u3001\u6c7a\u307e\u3063\u305f\u5217\u306e\u4e26\u3073\u306b\u76f4\u3057\u3066\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u3078\u7f6e\u304f","**\u3010\u81ea\u52d5\u3011** \u30b9\u30ad\u30e3\u30f3\u306e\u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u4ed5\u5207\u308a\u7d19\u3067\u90e8\u5c4b\u3054\u3068\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** Google Document AI \u304c\u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** OpenAI API \u304c\u66f8\u985e\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u3092\u5224\u5b9a\u3057\u3001\u7ba1\u7406\u53f0\u5e33\u306e\u9805\u76ee\u306b\u5024\u3068\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u5165\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u6839\u62e0\u306e\u6587\u5b57\u5217\u304c\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u672c\u5f53\u306b\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u7121\u3044\u3082\u306e\u3092 `unverified` \u306b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u66f8\u985e\u306e\u65e5\u4ed8\u306e\u65b0\u3057\u3044\u9806\u306b\u6761\u4ef6\u3092\u91cd\u306d\u3001\u4eca\u306e\u6761\u4ef6\u3092\u7d44\u307f\u7acb\u3066\u308b","**\u3010\u81ea\u52d5\u3011** \u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u98df\u3044\u9055\u3044\u3092\u7406\u7531\u4ed8\u304d\u3067\u51fa\u3059","**\u3010\u4eba\u3011** \u5f15\u7d99\u304e\u62c5\u5f53\u304c\u3001\u98df\u3044\u9055\u3044\u3068 `unverified` \u3068\u5224\u8aad\u4e0d\u80fd\u306e\u9805\u76ee\u3060\u3051\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u78ba\u8a8d\u306e\u6e08\u3093\u3060\u90e8\u5c4b\u3092\u7ba1\u7406\u53f0\u5e33\u3078\u53d6\u308a\u8fbc\u307f\u3001\u98df\u3044\u9055\u3044\u3092\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u3078\u554f\u3044\u5408\u308f\u305b\u308b"],"architecture":"```\n\u5f15\u304d\u7d99\u3044\u3060\u5951\u7d04\u66f8\u306e\u675f\uff08\u7d19\u30fb\u30b9\u30ad\u30e3\u30f3PDF\uff09\uff0b\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\n   \u2502  \u90e8\u5c4b\u756a\u53f7\u306e\u4ed5\u5207\u308a\u7d19\u3092\u631f\u3093\u3067\u30b9\u30ad\u30e3\u30f3\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u306e\u4fdd\u5b58\nPython \u2500\u2500 \u4ed5\u5207\u308a\u7d19\u3067\u90e8\u5c4b\u3054\u3068\u306b\u5206\u3051\u308b\n   \u25bc\nGoogle Document AI\uff08Enterprise Document OCR\uff09\n   \u2502   \u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3001\u6587\u5b57\u3054\u3068\u306e\u4fe1\u983c\u5ea6\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\n   \u25bc\nOpenAI API \u2500\u2500 \u66f8\u985e\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u3001\u53f0\u5e33\u306e\u9805\u76ee\u306e\u5024\u3068\u6839\u62e0\u306e\u6587\u5b57\u5217\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u25bc\nPython \u2500\u2500 \u6839\u62e0\u306e\u7167\u5408\u3001\u65b0\u3057\u3044\u9806\u306e\u91cd\u306d\u5408\u308f\u305b\u3001\u4e00\u89a7\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\n   \u25bc\n\u5224\u5b9a\uff08ok \uff0f mismatch \uff0f unverified \uff0f unreadable\uff09\n   \u25bc\n\u3010\u4eba\u304c\u98df\u3044\u9055\u3044\u3068\u6839\u62e0\u306e\u7121\u3044\u9805\u76ee\u3060\u3051\u78ba\u8a8d\u3011\n   \u25bc\n\u7ba1\u7406\u53f0\u5e33\u3078\u53d6\u308a\u8fbc\u307f\uff0f\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u3078\u554f\u3044\u5408\u308f\u305b\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Google Document AI\uff08Enterprise Document OCR\u3001Form Parser\uff09 | Azure AI Document Intelligence |\n| \u751f\u6210AI | OpenAI API\uff08\u66f8\u985e\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u306e\u5224\u5b9a\u3001\u53f0\u5e33\u306e\u9805\u76ee\u3078\u306e\u5024\u306e\u305d\u308d\u3048\u3001\u7279\u7d04\u306e\u5206\u985e\uff09 | Claude API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u6839\u62e0\u306e\u6587\u5b57\u5217\u306e\u7167\u5408\u3001\u65b0\u3057\u3044\u9806\u306e\u91cd\u306d\u5408\u308f\u305b\u3001\u4e00\u89a7\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\uff09 | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u53d6\u308a\u8fbc\u307f\u6642\u306e\u78ba\u8a8d |\n| \u9023\u643a | Python\uff08\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306e\u76e3\u8996\u3001\u4ed5\u5207\u308a\u7d19\u3067\u306e\u5206\u5272\u3001\u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u66f8\u304d\u51fa\u3057\uff09 | \u65e2\u5b58\u306e\u9023\u643a\u306e\u4ed5\u7d44\u307f |\n| \u4fdd\u7ba1 | \u5171\u6709\u30c9\u30e9\u30a4\u30d6\uff08\u5951\u7d04\u66f8\u306e\u675f\u306e\u30b9\u30ad\u30e3\u30f3\uff09 | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u6587\u66f8\u306e\u6dfb\u4ed8 |\n\n**\u7ba1\u7406\u53f0\u5e33\u306e\u8cc3\u8cb8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u3044\u307e\u306e\u3082\u306e\u3092\u4f7f\u3044\u307e\u3059\u3002** \u591a\u304f\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u5165\u5c45\u8005\u3068\u5951\u7d04\u306e\u60c5\u5831\u3092\u6c7a\u307e\u3063\u305f\u5217\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u53d6\u308a\u8fbc\u3080\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u306f\u3001\u305d\u306e\u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308b\u3068\u3053\u308d\u307e\u3067\u3067\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u76f4\u63a5\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u53d6\u308a\u8fbc\u307f\u306e\u5f62\u5f0f\u306f\u88fd\u54c1\u3054\u3068\u306b\u9055\u3046\u305f\u3081\u3001**\u3053\u306e\u90e8\u5206\u306f\u4f7f\u3063\u3066\u3044\u308b\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u5408\u308f\u305b\u305f\u500b\u5225\u306e\u5bfe\u5fdc\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**OCR\u306b Google Document AI \u3092\u9078\u3076\u306e\u306f\u3001\u65e5\u672c\u8a9e\u306e\u5370\u5b57\u3068\u624b\u66f8\u304d\u3092\u540c\u3058\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u8aad\u3081\u308b\u304b\u3089\u3067\u3059\u3002** Enterprise Document OCR \u306f\u4e00\u822c\u63d0\u4f9b\uff08GA\uff09\u3067\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306e\u8868\u3067\u65e5\u672c\u8a9e\u306b\u624b\u66f8\u304d\u306e\u5bfe\u5fdc\u304c\u4ed8\u3044\u3066\u3044\u307e\u3059\u3002**\u8cc3\u6599\u306e\u6b04\u3060\u3051\u624b\u66f8\u304d\u3067\u66f8\u304d\u8fbc\u307e\u308c\u305f\u5951\u7d04\u66f8**\u304c\u591a\u3044\u306e\u3067\u3001\u624b\u66f8\u304d\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u524d\u63d0\u306b\u306a\u308a\u307e\u3059\u3002\n\n**Form Parser \u3092\u4e3b\u5f79\u306b\u3057\u306a\u3044\u306e\u306f\u3001\u5951\u7d04\u66f8\u306e\u982d\u66f8\u306e\u8868\u304c\u8907\u96d1\u3060\u304b\u3089\u3067\u3059\u3002** Form Parser \u306e\u8868\u306e\u8aad\u307f\u53d6\u308a\u306f\u3001**\u884c\u3084\u5217\u3092\u307e\u305f\u3050\u30bb\u30eb\u306e\u7121\u3044\u5358\u7d14\u306a\u8868**\u304c\u5bfe\u8c61\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6a19\u6e96\u5951\u7d04\u66f8\u306e\u982d\u66f8\u306f\u3001\u9805\u76ee\u540d\u306e\u30bb\u30eb\u304c\u7e26\u306b\u7d50\u5408\u3055\u308c\u305f\u8868\u3067\u3059\u3002**\u305d\u3053\u3067\u5168\u6587\u306e\u8aad\u307f\u53d6\u308a\u3092\u4e3b\u306b\u3057\u3001Form Parser \u306f\u5358\u7d14\u306a\u8868\u306e\u66f8\u985e\uff08\u899a\u66f8\u306e\u91d1\u984d\u306e\u8868\u306a\u3069\uff09\u306b\u3060\u3051\u4f7f\u3044\u307e\u3059\u3002**\n\n**\u751f\u6210AI\u306b OpenAI API \u3092\u9078\u3076\u306e\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u30b9\u30ad\u30fc\u30de\u3078\u306e\u6e96\u62e0\u3092\u6307\u5b9a\u3067\u304d\u308b\u304b\u3089\u3067\u3059\u3002** Responses API \u3067\u306f `text.format` \u306b `type: \"json_schema\"` \u3068 `strict: true` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u30b9\u30ad\u30e3\u30f3\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u7ba1\u7406\u66ff\u3048\u3067\u306f\u30011\u68df\u5206\u306e\u675f\u304c\u307e\u3068\u3081\u3066\u5c4a\u304f\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001**1\u68df\u30921\u56de\u306e\u30b9\u30ad\u30e3\u30f3\u3067\u8aad\u307f\u8fbc\u307f\u3001\u4ed5\u5207\u308a\u7d19\u3067\u90e8\u5c4b\u3054\u3068\u306b\u5206\u3051\u307e\u3059\u3002**\n\n\u4ed5\u5207\u308a\u7d19\u306f\u3001\u90e8\u5c4b\u756a\u53f7\u30682\u6b21\u5143\u30b3\u30fc\u30c9\u3092\u5370\u5237\u3057\u305fA4\u306e\u7d19\u3067\u3059\u3002\u5f15\u7d99\u304e\u62c5\u5f53\u304c\u675f\u3092\u90e8\u5c4b\u3054\u3068\u306b\u5206\u3051\u308b\u3068\u304d\u3001**\u90e8\u5c4b\u306e\u5148\u982d\u306b1\u679a\u631f\u3080\u3060\u3051**\u306b\u3057\u307e\u3059\u3002\u90e8\u5c4b\u3054\u3068\u306b\u30b9\u30ad\u30e3\u30f3\u3092\u5206\u3051\u308b\u3088\u308a\u30011\u68df\u307e\u3068\u3081\u3066\u8aad\u3080\u307b\u3046\u304c\u30b9\u30ad\u30e3\u30ca\u306e\u524d\u306b\u7acb\u3064\u6642\u9593\u304c\u77ed\u304f\u6e08\u307f\u307e\u3059\u3002\n\n\u76e3\u8996\u306f Python \u306e\u5e38\u99d0\u306e\u51e6\u7406\u3067\u884c\u3044\u3001**\u4fdd\u5b58\u304b\u3089\u6570\u5206\u304a\u304d\u306b\u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u3092\u62fe\u3044\u307e\u3059\u3002** \u5f15\u7d99\u304e\u62c5\u5f53\u304c\u5f85\u3064\u5fc5\u8981\u306f\u7121\u3044\u306e\u3067\u3001\u5373\u6642\u3067\u306a\u304f\u3066\u69cb\u3044\u307e\u305b\u3093\u3002**\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3057\u3001\u79fb\u3059\u306e\u306f\u5168\u90e8\u5c4b\u306e\u51e6\u7406\u304c\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051**\u306b\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5951\u7d04\u66f8\u306e\u675f\u306e\u30b9\u30ad\u30e3\u30f3 | 1\u68df\u5206\u306ePDF\u3002\u4ed5\u5207\u308a\u7d19\u3067\u90e8\u5c4b\u3054\u3068\u306b\u5206\u304b\u308c\u308b | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7 | \u90e8\u5c4b\u756a\u53f7\u3001\u501f\u4e3b\u540d\u3001\u8cc3\u6599\u3001\u5171\u76ca\u8cbb\u3001\u99d0\u8eca\u5834\u3001\u6577\u91d1\u306e\u9810\u304b\u308a\u984d\u3001\u5951\u7d04\u671f\u9593 | \u5171\u6709\u30c9\u30e9\u30a4\u30d6\uff08\u6c7a\u307e\u3063\u305f\u5217\u306b\u76f4\u3057\u305f\u3082\u306e\uff09 |\n| \u7269\u4ef6\u306e\u60c5\u5831 | \u7269\u4ef6\u540d\u3001\u90e8\u5c4b\u756a\u53f7\u306e\u4e00\u89a7\u3001\u7ba1\u7406\u306e\u958b\u59cb\u65e5 | \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u7269\u4ef6\u306e\u767b\u9332 |\n| \u9805\u76ee\u306e\u5b9a\u7fa9 | \u53f0\u5e33\u306e\u9805\u76ee\u3068\u3001\u5951\u7d04\u66f8\u3067\u306e\u547c\u3073\u65b9\u306e\u3086\u308c\uff08\u300c\u5bb6\u8cc3\u300d\u300c\u8cc3\u6599\u300d\u300c\u6708\u984d\u4f7f\u7528\u6599\u300d\u306a\u3069\uff09 | \u81ea\u793e\u3067\u4f5c\u308b\u4e00\u89a7 |\n\n**\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u306f\u3001\u5217\u306e\u4e26\u3073\u3092\u6c7a\u307e\u3063\u305f\u5f62\u306b\u76f4\u3057\u3066\u304b\u3089\u7f6e\u304d\u307e\u3059\u3002** \u4f1a\u793e\u3054\u3068\u306b\u5217\u306e\u540d\u524d\u304c\u9055\u3046\u306e\u3067\u3001**\u76f4\u3055\u305a\u306b\u6e21\u3059\u3068\u7a81\u304d\u5408\u308f\u305b\u306e\u5217\u3092\u53d6\u308a\u9055\u3048\u307e\u3059\u3002** \u76f4\u3059\u4f5c\u696d\u306f\u4eba\u304c\u884c\u3044\u30011\u793e\u306b\u3064\u304d1\u56de\u3067\u6e08\u307f\u307e\u3059\u3002\n\n**\u9805\u76ee\u306e\u547c\u3073\u65b9\u306e\u3086\u308c\u306e\u4e00\u89a7\u304c\u3001\u8aad\u307f\u53d6\u308a\u306e\u8cea\u3092\u6c7a\u3081\u307e\u3059\u3002** \u300c\u4fdd\u8a3c\u91d1\u300d\u3068\u300c\u6577\u91d1\u300d\u3001\u300c\u7ba1\u7406\u8cbb\u300d\u3068\u300c\u5171\u76ca\u8cbb\u300d\u3092\u540c\u3058\u3082\u306e\u3068\u3057\u3066\u6271\u3046\u304b\u3001\u5225\u306e\u3082\u306e\u3068\u3057\u3066\u6271\u3046\u304b\u306f\u3001\u81ea\u793e\u306e\u53f0\u5e33\u306e\u6c7a\u307e\u308a\u3067\u3059\u3002**\u751f\u6210AI\u306b\u4efb\u305b\u305a\u3001\u4e00\u89a7\u3067\u6c7a\u3081\u3066\u6e21\u3057\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n1. **\u4ed5\u5207\u308a\u7d19\u3067\u5206\u3051\u308b** \u2026 2\u6b21\u5143\u30b3\u30fc\u30c9\u3092\u8aad\u3093\u3060\u30da\u30fc\u30b8\u3067\u533a\u5207\u308a\u3001\u90e8\u5c4b\u756a\u53f7\u3092\u4ed8\u3051\u305f\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u307e\u3059\n2. **Enterprise Document OCR \u3092\u547c\u3076** \u2026 \u90e8\u5c4b\u3054\u3068\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u9001\u308a\u307e\u3059\u3002\u540c\u671f\u306e\u51e6\u7406\u306f15\u30da\u30fc\u30b8\u307e\u3067\u3001\u307e\u3068\u3081\u3066\u9001\u308b\u51e6\u7406\u306f500\u30da\u30fc\u30b8\u307e\u3067\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001**15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b\u90e8\u5c4b\u306f\u307e\u3068\u3081\u3066\u9001\u308b\u51e6\u7406**\u306b\u3057\u307e\u3059\n3. **\u6587\u5b57\u3054\u3068\u306e\u4fe1\u983c\u5ea6\u3068\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b** \u2026 `enableSymbol` \u3092\u6709\u52b9\u306b\u3057\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u3082\u6709\u52b9\u306b\u3057\u307e\u3059\n4. **\u5358\u7d14\u306a\u8868\u306e\u66f8\u985e\u3060\u3051 Form Parser \u306b\u304b\u3051\u308b** \u2026 \u899a\u66f8\u306e\u91d1\u984d\u306e\u8868\u306e\u3088\u3046\u306b\u3001\u7d50\u5408\u3057\u305f\u30bb\u30eb\u306e\u7121\u3044\u8868\u3060\u3051\u3067\u3059\n\n| \u53d6\u308b\u3082\u306e | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|\n| \u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3068\u3001\u30da\u30fc\u30b8\u30fb\u4f4d\u7f6e | \u66f8\u985e\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u306e\u5224\u5b9a\u3001\u5024\u3068\u6839\u62e0\u306e\u6587\u5b57\u5217 |\n| \u6587\u5b57\u3054\u3068\u306e\u4fe1\u983c\u5ea6 | \u91d1\u984d\u3068\u65e5\u4ed8\u306e\u6570\u5b57\u304c\u5d29\u308c\u3066\u3044\u306a\u3044\u304b\u306e\u5370 |\n| \u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2 | 0.5\u3092\u4e0b\u56de\u308b\u3068\u7406\u7531\u304c\u8fd4\u308b\u3002\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059\u304b\u306e\u5224\u65ad |\n| Form Parser \u306e\u8868\uff08\u5358\u7d14\u306a\u8868\u306e\u307f\uff09 | \u899a\u66f8\u306e\u91d1\u984d\u306e\u884c\u3068\u5217 |\n\n**\u91d1\u984d\u306e\u6b04\u306e\u4fe1\u983c\u5ea6\u3092\u3001\u6587\u5b57\u3054\u3068\u306b\u898b\u308b\u306e\u304c\u5927\u4e8b\u3067\u3059\u3002** \u300c85,000\u300d\u306e\u300c8\u300d\u3060\u3051\u304c\u4f4e\u3044\u3068\u304d\u3001\u305d\u308c\u306f\u300c35,000\u300d\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002**\u91d1\u984d\u306e\u3069\u306e\u6841\u304c\u5d29\u308c\u3066\u3044\u308b\u304b\u304c\u5206\u304b\u308c\u3070\u3001\u539f\u672c\u306e\u3069\u3053\u3092\u898b\u308c\u3070\u3088\u3044\u304b\u304c\u3059\u3050\u5206\u304b\u308a\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u4ed5\u5207\u308a\u7d19\u306e\u78ba\u8a8d** \u2026 2\u6b21\u5143\u30b3\u30fc\u30c9\u304c\u8aad\u3081\u306a\u3044\u4ed5\u5207\u308a\u7d19\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u524d\u5f8c\u306e\u90e8\u5c4b\u3092\u6b62\u3081\u3066\u4eba\u3078\u623b\u3057\u307e\u3059\n2. **\u753b\u50cf\u306e\u54c1\u8cea\u306e\u78ba\u8a8d** \u2026 \u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u3092\u4e0b\u56de\u308a\u3001`defect_faint` \u3084 `defect_dark` \u304c\u4ed8\u3044\u305f\u30da\u30fc\u30b8\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3057\u307e\u3059\u3002**\u53e4\u3044\u5951\u7d04\u66f8\u306e\u5199\u3057\u306f\u3001\u8584\u3044\u3053\u3068\u304c\u591a\u3044**\u3067\u3059\n3. **\u89e3\u50cf\u5ea6\u3068\u5727\u7e2e\u306e\u78ba\u8a8d** \u2026 \u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u3001300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u826f\u3044\u7d50\u679c\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30b9\u30ad\u30e3\u30ca\u3092300dpi\u306b\u56fa\u5b9a\u3057\u3001\u975e\u53ef\u9006\u306e\u9ad8\u5727\u7e2e\u3092\u4f7f\u3044\u307e\u305b\u3093**\n4. **\u30da\u30fc\u30b8\u306e\u5411\u304d\u3068\u767d\u7d19\u306e\u9664\u53bb** \u2026 \u88cf\u304c\u767d\u7d19\u306e\u30da\u30fc\u30b8\u3092\u9664\u304d\u3001\u5411\u304d\u3092\u305d\u308d\u3048\u307e\u3059\n5. **\u500b\u4eba\u60c5\u5831\u306e\u6b04\u3092\u5206\u3051\u308b** \u2026 \u501f\u4e3b\u30fb\u9023\u5e2f\u4fdd\u8a3c\u4eba\u306e\u6c0f\u540d\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u52e4\u52d9\u5148\u306e\u7bc4\u56f2\u306f\u3001\u751f\u6210AI\u306b\u9001\u308b\u6587\u5b57\u304b\u3089\u5916\u3057\u307e\u3059\u3002\u90e8\u5c4b\u756a\u53f7\u3067\u7d50\u3073\u76f4\u3057\u307e\u3059\n6. **\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3092\u90e8\u5c4b\u756a\u53f7\u3067\u5f15\u3051\u308b\u5f62\u306b\u3059\u308b** \u2026 \u90e8\u5c4b\u756a\u53f7\u306e\u8868\u8a18\uff08\u300c101\u300d\u300c1-01\u300d\u300c101\u53f7\u5ba4\u300d\uff09\u3092\u305d\u308d\u3048\u307e\u3059\n\n**5\u756a\u76ee\u306f\u3001\u5916\u90e8\u3078\u9001\u308b\u7bc4\u56f2\u3092\u6c7a\u3081\u308b\u4f5c\u696d\u3067\u3059\u3002** \u53f0\u5e33\u306e\u9805\u76ee\u306b\u501f\u4e3b\u306e\u6c0f\u540d\u306f\u8981\u308a\u307e\u3059\u304c\u3001\u305d\u308c\u306f\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3068\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u53d6\u308c\u307e\u3059\u3002**\u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u3001\u91d1\u984d\u30fb\u671f\u9593\u30fb\u7279\u7d04\u306e\u6587\u5b57\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f3\u3064\u3067\u3059\u3002** \u66f8\u985e\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u306e\u5224\u5b9a\u3001\u53f0\u5e33\u306e\u9805\u76ee\u3078\u306e\u5024\u3068\u6839\u62e0\u306e\u6587\u5b57\u5217\u306e\u305d\u308d\u3048\u3001\u7279\u7d04\u306e\u5206\u985e\u3067\u3059\u3002\n\n| \u9805\u76ee | \u3055\u305b\u308b\u3053\u3068 | \u3055\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|:--|\n| \u66f8\u985e\u306e\u7a2e\u985e | \u5951\u7d04\u66f8\uff0f\u66f4\u65b0\u5408\u610f\u66f8\uff0f\u899a\u66f8\uff0f\u91cd\u8981\u4e8b\u9805\u8aac\u660e\u66f8\uff0f\u305d\u306e\u4ed6 | \u66f8\u985e\u306e\u6709\u52b9\u6027\u306e\u5224\u65ad |\n| \u66f8\u985e\u306e\u65e5\u4ed8 | \u5951\u7d04\u65e5\u30fb\u5408\u610f\u65e5\u3068\u3057\u3066\u66f8\u304b\u308c\u305f\u65e5\u4ed8 | \u65e5\u4ed8\u304c\u7121\u3044\u66f8\u985e\u306e\u65e5\u4ed8\u306e\u63a8\u5b9a |\n| \u8cc3\u6599\u30fb\u5171\u76ca\u8cbb\u30fb\u99d0\u8eca\u5834 | \u6708\u984d\u3068\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217 | \u7a0e\u8fbc\u30fb\u7a0e\u629c\u306e\u63db\u7b97\u3001\u65e5\u5272\u306e\u8a08\u7b97 |\n| \u6577\u91d1\u30fb\u4fdd\u8a3c\u91d1 | \u91d1\u984d\u307e\u305f\u306f\u300c\u8cc3\u6599\u306e\u4f55\u304b\u6708\u5206\u300d\u3068\u3001\u6839\u62e0 | \u4f55\u304b\u6708\u5206\u304b\u3089\u91d1\u984d\u3078\u306e\u8a08\u7b97 |\n| \u5951\u7d04\u671f\u9593 | \u59cb\u671f\u30fb\u7d42\u671f\u3068\u3001\u6839\u62e0 | \u66f4\u65b0\u5f8c\u306e\u671f\u9593\u306e\u63a8\u5b9a |\n| \u66f4\u65b0\u6599\u30fb\u66f4\u65b0\u4e8b\u52d9\u624b\u6570\u6599 | \u91d1\u984d\u307e\u305f\u306f\u300c\u65b0\u8cc3\u6599\u306e\u4f55\u304b\u6708\u5206\u300d\u3068\u3001\u6839\u62e0 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u66f4\u65b0\u6599\u306e\u88dc\u5b8c |\n| \u5951\u7d04\u306e\u5f62 | \u666e\u901a\u501f\u5bb6\u304b\u5b9a\u671f\u501f\u5bb6\u304b\u3001\u6839\u62e0 | \u5b9a\u671f\u501f\u5bb6\u3068\u3057\u3066\u6709\u52b9\u304b\u306e\u5224\u65ad |\n| \u9023\u5e2f\u4fdd\u8a3c | \u9023\u5e2f\u4fdd\u8a3c\u4eba\u306e\u6709\u7121\u3001\u6975\u5ea6\u984d\u306e\u8a18\u8f09\u306e\u6709\u7121\u3068\u91d1\u984d\u3001\u4fdd\u8a3c\u4f1a\u793e\u306e\u540d\u79f0 | \u4fdd\u8a3c\u306e\u6709\u52b9\u6027\u306e\u5224\u65ad |\n| \u7279\u7d04 | \u6587\u8a00\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\u5206\u985e\uff08\u539f\u72b6\u56de\u5fa9\uff0f\u30da\u30c3\u30c8\uff0f\u77ed\u671f\u89e3\u7d04\uff0f\u305d\u306e\u4ed6\uff09\u3092\u4ed8\u3051\u308b | \u7279\u7d04\u306e\u8981\u7d04\u3001\u6709\u52b9\u6027\u306e\u5224\u65ad |\n\n**\u300c\u8a08\u7b97\u3092\u3057\u306a\u3044\u300d\u3092\u5168\u90e8\u306e\u884c\u306b\u901a\u3057\u307e\u3059\u3002** \u6577\u91d1\u304c\u300c\u8cc3\u6599\u306e2\u304b\u6708\u5206\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304d\u3001\u91d1\u984d\u306b\u3059\u308b\u306e\u306f Python \u306e\u4ed5\u4e8b\u3067\u3059\u3002**\u751f\u6210AI\u306b\u8a08\u7b97\u3055\u305b\u308b\u3068\u3001\u3069\u306e\u8cc3\u6599\uff08\u5f53\u521d\u304b\u66f4\u65b0\u5f8c\u304b\uff09\u3092\u4f7f\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u56fd\u571f\u4ea4\u901a\u7701\u306e\u6a19\u6e96\u5951\u7d04\u66f8\u306e\u982d\u66f8\u306b\u306f\u3001\u8cc3\u6599\u30fb\u5171\u76ca\u8cbb\u30fb\u6577\u91d1\u30fb\u305d\u306e\u4ed6\u4e00\u6642\u91d1\u30fb\u9644\u5c5e\u65bd\u8a2d\u4f7f\u7528\u6599\u306e\u6b04\u304c\u3042\u308a\u3001\u66f4\u65b0\u6599\u306e\u6b04\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u66f4\u65b0\u6599\u306f\u672c\u6587\u306e\u6761\u6587\u304b\u3001\u7b2c19\u6761\u306e\u7279\u7d04\u6761\u9805\u306e\u6b04\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001**\u7279\u7d04\u306e\u4e2d\u304b\u3089\u91d1\u984d\u3092\u62fe\u3046\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u3067\u3001\u4ed6\u793e\u304b\u3089\u5f15\u304d\u7d99\u3044\u3060\u8cc3\u8cb8\u501f\u5951\u7d04\u306e\u66f8\u985e\u3092\u8aad\u307f\u3001\n\u7ba1\u7406\u53f0\u5e33\u306e\u9805\u76ee\u306b\u5024\u3092\u305d\u308d\u3048\u308b\u62c5\u5f53\u3067\u3059\u3002\u6cd5\u7684\u306a\u5224\u65ad\u306f\u4e00\u5207\u3057\u307e\u305b\u3093\u3002\n\n\u3010\u5165\u529b\u30111\u3064\u306e\u90e8\u5c4b\u306e\u66f8\u985e\u306e\u675f\u306eOCR\u7d50\u679c\uff08\u30da\u30fc\u30b8\u756a\u53f7\u4ed8\u304d\uff09\u3002\n\u501f\u4e3b\u7b49\u306e\u6c0f\u540d\u30fb\u4f4f\u6240\u30fb\u9023\u7d61\u5148\u306f\u9664\u3044\u3066\u3042\u308a\u307e\u3059\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u66f8\u985e\u3054\u3068\u306b\u3001\u7a2e\u985e\uff08contract \/ renewal \/ memorandum \/ explanation \/ other\uff09\u3068\u3001\n   \u5951\u7d04\u65e5\u30fb\u5408\u610f\u65e5\u3068\u3057\u3066\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u66f8\u985e\u3054\u3068\u306b\u3001\u53f0\u5e33\u306e\u9805\u76ee\u306e\u5024\u3068\u3001\u305d\u306e\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u7279\u7d04\u306f\u3001\u6587\u8a00\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3001\u5206\u985e\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- evidence \u306b\u306f\u3001OCR\u7d50\u679c\u306b\u5b9f\u969b\u306b\u3042\u308b\u6587\u5b57\u5217\u3092\u3001\u4e00\u5b57\u3082\u5909\u3048\u305a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u898b\u3064\u304b\u3089\u306a\u3044\u5024\u306f value \u3092\u7a7a\u306b\u3057\u3001status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u8cc3\u6599\u306e2\u304b\u6708\u5206\u300d\u306f\u3001\u305d\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\n  value_text \u306b\u5165\u308c\u3001value_yen \u306f\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7a0e\u8fbc\u30fb\u7a0e\u629c\u3001\u65e5\u5272\u3001\u7aef\u6570\u306e\u51e6\u7406\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u306b\u65e5\u4ed8\u304c\u7121\u3044\u5834\u5408\u3001\u65e5\u4ed8\u3092\u63a8\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002document_date \u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u524d\u306e\u66f8\u985e\u306e\u5024\u3067\u3001\u5f8c\u306e\u66f8\u985e\u306e\u7a7a\u6b04\u3092\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u985e\u3054\u3068\u306b\u3001\n  \u305d\u306e\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u624b\u66f8\u304d\u3067\u8a02\u6b63\u3055\u308c\u305f\u91d1\u984d\u306f\u3001\u8a02\u6b63\u5f8c\u306e\u6587\u5b57\u5217\u3092 value_text \u306b\u5165\u308c\u3001\n  corrected \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7279\u7d04\u3092\u8981\u7d04\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6709\u52b9\u304b\u7121\u52b9\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9805\u76ee\u306e\u547c\u3073\u65b9\u306f\u3010\u9805\u76ee\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3011\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u4e00\u89a7\u306b\u7121\u3044\u547c\u3073\u65b9\u306f\n  other \u306b\u5165\u308c\u3001\u539f\u6587\u306e\u9805\u76ee\u540d\u3092\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u9805\u76ee\u306e\u547c\u3073\u65b9\u306e\u4e00\u89a7\u3011{field_aliases}\n\u3010OCR\u7d50\u679c\u3011{ocr_pages}\n```\n\n**\u300c\u524d\u306e\u66f8\u985e\u306e\u5024\u3067\u3001\u5f8c\u306e\u66f8\u985e\u306e\u7a7a\u6b04\u3092\u57cb\u3081\u306a\u3044\u300d\u304c\u8981\u3067\u3059\u3002** \u66f4\u65b0\u5408\u610f\u66f8\u306b\u306f\u5909\u308f\u3063\u305f\u9805\u76ee\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u3001\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u751f\u6210AI\u306f\u5951\u7d04\u66f8\u306e\u5024\u3067\u7a7a\u6b04\u3092\u57cb\u3081\u307e\u3059\u3002**\u57cb\u3081\u305f\u77ac\u9593\u3001\u305d\u306e\u9805\u76ee\u304c\u66f4\u65b0\u3067\u5909\u308f\u3063\u305f\u306e\u304b\u3001\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u91cd\u306d\u5408\u308f\u305b\u306f\u7b2c5\u7ae0\u306e7\u756a\u76ee\u306e\u3068\u304a\u308a\u3001Python \u304c\u66f8\u985e\u306e\u65e5\u4ed8\u3067\u884c\u3044\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"room_no\": \"\",\n  \"documents\": [\n    {\n      \"doc_type\": \"contract | renewal | memorandum | explanation | other\",\n      \"document_date\": \"\",\n      \"pages\": [0],\n      \"fields\": [\n        { \"item\": \"rent\", \"value_text\": \"\", \"value_yen\": \"\",\n          \"status\": \"found | missing | unreadable\",\n          \"corrected\": false, \"evidence\": \"\", \"page\": 0 }\n      ],\n      \"special_terms\": [\n        { \"category\": \"restoration | pet | early_termination | other\",\n          \"text\": \"\", \"page\": 0 }\n      ]\n    }\n  ]\n}\n```\n\n`item` \u306f `rent` \uff0f `common_fee` \uff0f `parking` \uff0f `deposit` \uff0f `lease_start` \uff0f `lease_end` \uff0f `renewal_fee` \uff0f `lease_type` \uff0f `guarantor` \uff0f `guarantee_limit` \uff0f `guarantee_company` \uff0f `notice_period` \u3067\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u66f8\u985e\u3054\u3068\u306b\u5024\u3092\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u4eca\u306e\u6761\u4ef6\u30921\u3064\u306b\u307e\u3068\u3081\u3066\u8fd4\u3055\u305b\u308b\u3068\u3001\u3069\u306e\u66f8\u985e\u306e\u3069\u306e\u5024\u3092\u63a1\u3063\u305f\u304b\u304c\u6d88\u3048\u307e\u3059\u3002**\u66f8\u985e\u3054\u3068\u306b\u8fd4\u3055\u305b\u3001\u91cd\u306d\u5408\u308f\u305b\u306f Python \u306e\u898f\u5247\u3067\u884c\u3046**\u306e\u3067\u3001\u5f8c\u304b\u3089\u6839\u62e0\u3092\u305f\u3069\u308c\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`evidence` \u3092\u6a5f\u68b0\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** Python \u306f\u3001`evidence` \u306e\u6587\u5b57\u5217\u304cOCR\u7d50\u679c\u306e\u305d\u306e\u30da\u30fc\u30b8\u306b\u672c\u5f53\u306b\u3042\u308b\u304b\u3092\u7167\u5408\u3057\u3001**\u7121\u3051\u308c\u3070 `unverified` \u306b\u3057\u307e\u3059\u3002** OpenAI API \u306e\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001`strict: true` \u3067\u30b9\u30ad\u30fc\u30de\u3078\u306e\u6e96\u62e0\u3092\u6307\u5b9a\u3067\u304d\u3001\u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u4e26\u3079\u3001`additionalProperties: false` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u9805\u76ee\u304c\u6b20\u3051\u305fJSON\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044\u306e\u3067\u3001\u7167\u5408\u306e\u51e6\u7406\u304c\u5358\u7d14\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001\u62d2\u5426\u3092\u5206\u3051\u3066\u6271\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u5b89\u5168\u4e0a\u306e\u7406\u7531\u3067\u30e2\u30c7\u30eb\u304c\u5fdc\u3058\u306a\u3044\u5834\u5408\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u306a\u3044 `refusal` \u304c\u8fd4\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**`refusal` \u304c\u8fd4\u3063\u305f\u90e8\u5c4b\u306f\u51e6\u7406\u3092\u6b62\u3081\u3066\u4eba\u3078\u56de\u3057\u3001\u7a7a\u306eJSON\u3068\u3057\u3066\u6271\u3044\u307e\u305b\u3093\u3002**\n\nPython \u304c\u7d44\u307f\u7acb\u3066\u308b\u3001\u90e8\u5c4b\u3054\u3068\u306e\u4eca\u306e\u6761\u4ef6\u3068\u7a81\u304d\u5408\u308f\u305b\u306e\u7d50\u679c\u306f\u6b21\u306e\u8868\u306b\u306a\u308a\u307e\u3059\u3002\n\n| \u9805\u76ee | \u5951\u7d04\u66f8 | \u6700\u65b0\u306e\u66f8\u985e | \u4eca\u306e\u6761\u4ef6 | \u5f15\u7d99\u304e\u4e00\u89a7 | \u5224\u5b9a |\n|:--|--:|--:|--:|--:|:--|\n| \u8cc3\u6599 | 85,000 | 82,000\uff08\u66f4\u65b0\u5408\u610f\u66f8\uff09 | 82,000 | 85,000 | `mismatch` |\n| \u5171\u76ca\u8cbb | 3,000 | \uff0d | 3,000 | 3,000 | `ok` |\n| \u6577\u91d1 | \u8cc3\u6599\u306e2\u304b\u6708\u5206 | \uff0d | 170,000 | 85,000 | `mismatch` |\n\n**\u6577\u91d1\u306e\u884c\u306e\u3088\u3046\u306b\u3001\u8a08\u7b97\u3092 Python \u306b\u7f6e\u304f\u3068\u7406\u7531\u304c\u66f8\u3051\u307e\u3059\u3002** \u300c\u5f53\u521d\u306e\u8cc3\u659985,000\u5186\u306e2\u304b\u6708\u5206\u300d\u3068\u66f8\u3051\u3070\u3001**\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u304c1\u304b\u6708\u5206\u3067\u5165\u3063\u3066\u3044\u308b\u306e\u304b\u3001\u4e00\u90e8\u3092\u8fd4\u3057\u305f\u306e\u304b**\u3092\u554f\u3044\u5408\u308f\u305b\u308b\u6587\u9762\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 | Python \u306e\u76e3\u8996 | \u30b9\u30ad\u30e3\u30f3\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| Google Document AI | API\u547c\u3073\u51fa\u3057 | \u5168\u30da\u30fc\u30b8\u306e\u6587\u5b57\u3001\u4fe1\u983c\u5ea6\u3001\u54c1\u8cea\u30b9\u30b3\u30a2 |\n| OpenAI API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u66f8\u985e\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u3001\u9805\u76ee\u306e\u5024\u3001\u7279\u7d04\u306e\u5206\u985e |\n| \u78ba\u8a8d\u306e\u4e00\u89a7 | \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u8868 | \u90e8\u5c4b\u3054\u3068\u306e\u4eca\u306e\u6761\u4ef6\u3068\u5224\u5b9a |\n| \u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb | \u78ba\u8a8d\u306e\u6e08\u3093\u3060\u90e8\u5c4b\u3060\u3051\u3092\u66f8\u304d\u51fa\u3059 |\n\n**\u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u51fa\u3059\u306e\u306f\u3001\u5f15\u7d99\u304e\u62c5\u5f53\u304c\u78ba\u8a8d\u3092\u6e08\u307e\u305b\u305f\u90e8\u5c4b\u3060\u3051\u3067\u3059\u3002** `mismatch` \u3084 `unverified` \u304c\u6b8b\u3063\u3066\u3044\u308b\u90e8\u5c4b\u306f\u66f8\u304d\u51fa\u3057\u307e\u305b\u3093\u3002**\u672a\u78ba\u8a8d\u306e\u5024\u304c\u53f0\u5e33\u306b\u5165\u308a\u3001\u6700\u521d\u306e\u8acb\u6c42\u306b\u4f7f\u308f\u308c\u308b\u3053\u3068\u3092\u9632\u304e\u307e\u3059\u3002**\n\n**\u78ba\u8a8d\u306e\u4e00\u89a7\u306f\u30011\u68df\u30921\u679a\u306e\u8868\u306b\u3057\u307e\u3059\u3002** \u884c\u304c\u90e8\u5c4b\u3001\u5217\u304c\u9805\u76ee\u3067\u3001\u5404\u30bb\u30eb\u306b\u4eca\u306e\u6761\u4ef6\u3068\u5224\u5b9a\u3092\u4e26\u3079\u307e\u3059\u3002`mismatch` \u306e\u30bb\u30eb\u306b\u306f\u300c\u5951\u7d04\u66f882,000\uff08\u66f4\u65b0\u5408\u610f\u66f8 p.3\uff09\uff0f\u4e00\u89a785,000\u300d\u306e\u3088\u3046\u306b**\u4e21\u65b9\u306e\u5024\u3068\u6839\u62e0\u306e\u30da\u30fc\u30b8**\u3092\u51fa\u3057\u307e\u3059\u3002\u5f15\u7d99\u304e\u62c5\u5f53\u306f\u3001\u539f\u672c\u306e\u3069\u306e\u30da\u30fc\u30b8\u3092\u958b\u3051\u3070\u3088\u3044\u304b\u3092\u8868\u304b\u3089\u76f4\u63a5\u305f\u3069\u308c\u307e\u3059\u3002**1\u68df\u306e\u3046\u3061\u5224\u5b9a\u304c\u6b8b\u3063\u3066\u3044\u308b\u90e8\u5c4b\u306e\u6570\u3092\u8868\u306e\u5148\u982d\u306b\u51fa\u3057\u30010\u306b\u306a\u3063\u305f\u68df\u304b\u3089\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **`mismatch` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5951\u7d04\u66f8\u3068\u4e00\u89a7\u306e\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\u3069\u3061\u3089\u306b\u3082\u6839\u62e0\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u307e\u3059**\n2. **`unverified` \u3068 `unreadable` \u3092\u898b\u308b** \u2026 \u6839\u62e0\u306e\u6587\u5b57\u5217\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u5024\u3001\u8aad\u3081\u306a\u3044\u91d1\u984d\u3092\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **\u624b\u66f8\u304d\u306e\u8a02\u6b63\uff08`corrected`\uff09\u3092\u898b\u308b** \u2026 \u8a02\u6b63\u5370\u306e\u6709\u7121\u3068\u3001\u8a02\u6b63\u5f8c\u306e\u91d1\u984d\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u7279\u7d04\u306e\u5206\u985e\u3092\u898b\u308b** \u2026 \u5206\u985e\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3001\u5199\u3057\u304c\u539f\u6587\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u6709\u52b9\u6027\u306e\u5224\u65ad\u306f\u3057\u307e\u305b\u3093**\n5. **\u78ba\u8a8d\u306e\u6e08\u3093\u3060\u90e8\u5c4b\u3092\u53d6\u308a\u8fbc\u3080** \u2026 \u5224\u5b9a\u306e\u6b8b\u3063\u3066\u3044\u306a\u3044\u90e8\u5c4b\u3060\u3051\u3092\u66f8\u304d\u51fa\u3057\u307e\u3059\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4e00\u89a7\u306e\u5024\u306b\u5408\u308f\u305b\u3066\u5951\u7d04\u66f8\u306e\u8aad\u307f\u53d6\u308a\u3092\u76f4\u3059\u306e\u306f\u7c21\u5358\u3067\u3059\u304c\u3001**\u4e00\u89a7\u306e\u307b\u3046\u304c\u8aa4\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3053\u306e\u696d\u52d9\u3067\u898b\u3064\u3051\u305f\u3044\u3053\u3068\u3067\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001240\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef65\u5206\u3067\u3059\u3002** \u4e00\u89a7\u3068\u4e00\u81f4\u3057\u3001\u6839\u62e0\u306e\u78ba\u304b\u3081\u3089\u308c\u305f\u90e8\u5c4b\u306f\u6d41\u3057\u898b\u3067\u6e08\u307f\u307e\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u304c\u8981\u308b\u90e8\u5c4b\u304c\u3001\u5e73\u5747\u3092\u5f15\u304d\u4e0a\u3052\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u4ed5\u5207\u308a\u7d19\u304c\u8aad\u3081\u306a\u3044\u30fb\u629c\u3051\u3066\u3044\u308b | \u524d\u5f8c\u306e\u90e8\u5c4b\u3092\u6b62\u3081\u3001\u675f\u3092\u5206\u3051\u76f4\u3057\u3066\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059 |\n| \u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u672a\u6e80 | \u7406\u7531\u3092\u4e00\u89a7\u306b\u51fa\u3057\u3001\u539f\u672c\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059 |\n| 1\u90e8\u5c4b\u306e\u66f8\u985e\u304c15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b | \u307e\u3068\u3081\u3066\u9001\u308b\u51e6\u7406\uff08500\u30da\u30fc\u30b8\u307e\u3067\uff09\u306b\u56de\u3059 |\n| \u66f8\u985e\u306b\u65e5\u4ed8\u304c\u7121\u3044 | \u91cd\u306d\u5408\u308f\u305b\u306e\u9806\u304c\u6c7a\u307e\u3089\u306a\u3044\u3002**\u4eba\u304c\u66f8\u985e\u306e\u9806\u3092\u6c7a\u3081\u308b** |\n| \u5951\u7d04\u66f8\u304c\u7121\u304f\u3001\u4e00\u89a7\u3060\u3051\u304c\u3042\u308b | \u53f0\u5e33\u306b\u306f\u4e00\u89a7\u306e\u5024\u3092\u5165\u308c\u3001**\u300c\u5951\u7d04\u66f8\u306a\u3057\u300d\u306e\u5370\u3092\u4ed8\u3051\u3066\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306b\u539f\u672c\u3092\u6c42\u3081\u308b** |\n| \u5b9a\u671f\u501f\u5bb6\u306e\u5951\u7d04 | \u66f4\u65b0\u3067\u306f\u306a\u304f\u518d\u5951\u7d04\u306b\u306a\u308b\u3002`lease_type` \u3067\u5206\u3051\u3001\u66f4\u65b0\u306e\u6848\u5185\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059 |\n| \u6cd5\u4eba\u5951\u7d04\u30fb\u793e\u5b85\u4ee3\u884c | \u501f\u4e3b\u304c\u6cd5\u4eba\u306e\u5951\u7d04\u306f\u3001\u4e00\u89a7\u306e\u501f\u4e3b\u540d\u3068\u7a81\u304d\u5408\u308f\u305b\u3066\u5225\u306b\u5370\u3092\u4ed8\u3051\u308b |\n| \u624b\u66f8\u304d\u306e\u8a02\u6b63\u306b\u8a02\u6b63\u5370\u304c\u7121\u3044 | `corrected` \u3067\u51fa\u3057\u3001\u4eba\u304c\u539f\u672c\u3067\u78ba\u304b\u3081\u308b |\n| `refusal` \u304c\u8fd4\u3063\u305f | \u51e6\u7406\u3092\u6b62\u3081\u3066\u4eba\u3078\u56de\u3059\u3002\u7a7a\u306eJSON\u3068\u3057\u3066\u6271\u308f\u306a\u3044 |\n| Document AI \u3084 OpenAI API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u5168\u90e8\u5c4b\u306e\u6210\u529f\u6642\u3060\u3051** |\n\n**4\u884c\u76ee\u30685\u884c\u76ee\u306f\u3001\u53e4\u3044\u7269\u4ef6\u307b\u3069\u591a\u304f\u51fa\u307e\u3059\u3002** \u65e5\u4ed8\u306e\u7121\u3044\u899a\u66f8\u3084\u3001\u5165\u5c45\u8005\u304c\u4f55\u4ee3\u3082\u66ff\u308f\u3063\u3066\u5951\u7d04\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u90e8\u5c4b\u3067\u3059\u3002**\u3053\u306e2\u3064\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u5de5\u592b\u3067\u306f\u7247\u3065\u304d\u307e\u305b\u3093\u3002** \u5f15\u7d99\u304e\u306e\u6700\u521d\u306e\u6253\u3061\u5408\u308f\u305b\u3067\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306b\u66f8\u985e\u306e\u6b20\u3051\u3092\u4f1d\u3048\u308b\u6750\u6599\u306b\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5951\u7d04\u66f8\u306e\u675f\u306e\u30b9\u30ad\u30e3\u30f3\u306e\u539f\u672c\u3068\u3001\u4ed5\u5207\u308a\u7d19\u3067\u5206\u3051\u305f\u90e8\u5c4b\u3054\u3068\u306e\u30d5\u30a1\u30a4\u30eb\n- Document AI \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\n- OpenAI API \u306e\u51fa\u529b\u3068\u3001`evidence` \u306e\u7167\u5408\u306e\u7d50\u679c\n- \u90e8\u5c4b\u3054\u3068\u306e\u4eca\u306e\u6761\u4ef6\u306e\u7d44\u307f\u7acb\u3066\uff08\u3069\u306e\u66f8\u985e\u306e\u3069\u306e\u5024\u3092\u63a1\u3063\u305f\u304b\uff09\n- \u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\uff08\u53d7\u3051\u53d6\u3063\u305f\u307e\u307e\uff09\u3068\u3001\u5217\u3092\u76f4\u3057\u305f\u3082\u306e\n- **\u4eba\u304c\u76f4\u3057\u305f\u8a18\u9332\u3068\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3068\u56de\u7b54**\n\n**4\u3064\u76ee\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f15\u7d99\u304e\u306e\u5f8c\u306b\u6761\u4ef6\u3092\u805e\u304b\u308c\u305f\u3068\u304d\u7b54\u3048\u308b\u305f\u3081\u3067\u3059\u3002** \u501f\u4e3b\u304b\u3089\u300c\u8cc3\u6599\u306f\u3044\u3064\u304b\u308982,000\u5186\u304b\u300d\u3068\u805e\u304b\u308c\u305f\u3089\u3001**\u3069\u306e\u66f4\u65b0\u5408\u610f\u66f8\u304b\u3089\u63a1\u3063\u305f\u304b\u3092\u3059\u3050\u793a\u305b\u307e\u3059\u3002**\n\n**5\u3064\u76ee\u3067\u3001\u53d7\u3051\u53d6\u3063\u305f\u307e\u307e\u306e\u4e00\u89a7\u3092\u6b8b\u3059\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u98df\u3044\u9055\u3044\u304c\u3069\u3061\u3089\u306e\u8aa4\u308a\u3060\u3063\u305f\u304b\u3092\u3001\u5f8c\u304b\u3089\u8aac\u660e\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5f15\u304d\u7d99\u3044\u3060\u7269\u4ef6\u304b\u308920\u90e8\u5c4b\u3092\u9078\u3076\uff08**\u66f4\u65b0\u5408\u610f\u66f8\u3084\u899a\u66f8\u3067\u6761\u4ef6\u304c\u5909\u308f\u3063\u305f\u90e8\u5c4b\u3092\u534a\u5206\u4ee5\u4e0a\u5165\u308c\u308b**\uff09\n2. \u501f\u4e3b\u30fb\u9023\u5e2f\u4fdd\u8a3c\u4eba\u306e\u6c0f\u540d\u3084\u4f4f\u6240\u306e\u90e8\u5206\u3092\u9ed2\u304f\u5857\u308a\u3064\u3076\u3057\u3066\u304b\u3089\u30b9\u30ad\u30e3\u30f3\u3059\u308b\n3. Document AI \u306e Enterprise Document OCR \u3092\u7ba1\u7406\u753b\u9762\u304b\u3089\u8a66\u3057\u3001\u624b\u66f8\u304d\u306e\u91d1\u984d\u304c\u3069\u3046\u8aad\u3081\u308b\u304b\u3092\u898b\u308b\n4. \u8aad\u307f\u53d6\u3063\u305f\u5168\u6587\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u300c\u66f8\u985e\u3054\u3068\u306b\u7a2e\u985e\u3068\u65e5\u4ed8\u3001\u8cc3\u6599\u30fb\u5171\u76ca\u8cbb\u30fb\u6577\u91d1\u30fb\u5951\u7d04\u671f\u9593\u30fb\u66f4\u65b0\u6599\u3092\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217\u4ed8\u304d\u3067\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3068\u88dc\u5b8c\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5024\u3092\u3001\u5f15\u7d99\u304e\u62c5\u5f53\u304c\u53f0\u5e33\u306b\u5165\u308c\u305f\u5024\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**1\u756a\u76ee\u306e\u300c\u534a\u5206\u4ee5\u4e0a\u300d\u304c\u5927\u4e8b\u3067\u3059\u3002** \u6761\u4ef6\u304c\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u90e8\u5c4b\u3070\u304b\u308a\u3067\u8a66\u3059\u3068\u3001**\u91cd\u306d\u5408\u308f\u305b\u306e\u96e3\u3057\u3055\u304c\u898b\u3048\u306a\u3044\u307e\u307e\u6b21\u3078\u9032\u3093\u3067\u3057\u307e\u3044\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u66f8\u985e\u3054\u3068\u306e\u5024\u3068\u6839\u62e0\u304c\u6b63\u3057\u304f\u51fa\u305f | **\u91cd\u306d\u5408\u308f\u305b\u3068\u7a81\u304d\u5408\u308f\u305b\u3092 Python \u3067\u7d44\u3080\u6bb5\u968e\u306b\u9032\u3080** |\n| \u66f4\u65b0\u5408\u610f\u66f8\u306e\u7a7a\u6b04\u3092\u5951\u7d04\u66f8\u306e\u5024\u3067\u57cb\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u6577\u91d1\u3092\u91d1\u984d\u306b\u8a08\u7b97\u3057\u305f | \u6307\u793a\u3067\u76f4\u308b\u3002**\u8a08\u7b97\u306f Python \u306b\u79fb\u3059** |\n| \u624b\u66f8\u304d\u306e\u91d1\u984d\u304c\u307b\u3068\u3093\u3069\u8aad\u3081\u306a\u3044 | **\u30b9\u30ad\u30e3\u30f3\u306e\u8a2d\u5b9a\u304c\u5148\u3002** 300dpi\u3068\u5727\u7e2e\u3092\u898b\u76f4\u3059 |\n\n**2\u884c\u76ee\u306f\u3001\u307b\u307c\u5fc5\u305a\u51fa\u307e\u3059\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u66f8\u985e\u3054\u3068\u306b\u8fd4\u3055\u305b\u308b\u8a2d\u8a08\u304c\u8981\u308b\u7406\u7531\u304c\u3001\u8a66\u3057\u306e\u6bb5\u968e\u3067\u898b\u3048\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"\u5857\u308a\u3064\u3076\u3057\u305f\u66f8\u985e\u3092\u624b\u3067\u8aad\u307f\u53d6\u308a\u306b\u304b\u3051\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u5024\u3092\u51fa\u3059 \uff0f 1\u90e8\u5c4b\u3054\u3068\u306e\u8aad\u307f\u53d6\u308a\u3068\u5024\u306e\u53d6\u308a\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0bAPI\u3067\u8aad\u307f\u53d6\u308a\u3068\u5024\u306e\u53d6\u308a\u51fa\u3057\u3092\u884c\u3044\u3001\u6839\u62e0\u3092\u7167\u5408\u3057\u3066\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3001\u5024\u306e\u53d6\u308a\u51fa\u3057\u3001\u6839\u62e0\u306e\u7167\u5408","full_setup":"\u4e0a\u8a18\uff0b\u4ed5\u5207\u308a\u7d19\u3067\u81ea\u52d5\u3067\u5206\u3051\u3001\u65b0\u3057\u3044\u9806\u306b\u91cd\u306d\u3001\u5f15\u7d99\u304e\u4e00\u89a7\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308b \uff0f \u675f\u306e\u53d7\u3051\u53d6\u308a\u304b\u3089\u53f0\u5e33\u306e\u53d6\u308a\u8fbc\u307f\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** 1\u90e8\u5c4b\u305a\u3064\u8cbc\u308b\u306e\u3067\u30011\u68df\u5206\u3067\u3082\u534a\u65e5\u304b\u304b\u308a\u307e\u3059\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef615\u5206\u304c9\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5024\u306e\u53d6\u308a\u51fa\u3057\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u65b0\u3057\u3044\u9806\u306e\u91cd\u306d\u5408\u308f\u305b\u3068\u4e00\u89a7\u3068\u306e\u898b\u6bd4\u3079\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30675\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**\u91cd\u306d\u5408\u308f\u305b\u3068\u7a81\u304d\u5408\u308f\u305b\u304c\u3001\u90e8\u5c4b\u3054\u3068\u306b\u66f8\u985e\u3092\u884c\u304d\u6765\u3059\u308b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u66f4\u65b0\u5408\u610f\u66f8\u306e\u7a7a\u6b04\u304c\u5951\u7d04\u66f8\u306e\u5024\u3067\u57cb\u307e\u308b | \u66f8\u985e\u3054\u3068\u306b\u8fd4\u3055\u305b\u3001\u91cd\u306d\u5408\u308f\u305b\u306f Python \u3067\u884c\u3046 |\n| \u5951\u7d04\u66f8\u306b\u7121\u3044\u91d1\u984d\u304c\u53f0\u5e33\u306b\u5165\u308b | `evidence` \u3092OCR\u7d50\u679c\u3068\u7167\u5408\u3057\u3001\u7121\u3051\u308c\u3070 `unverified` |\n| \u6577\u91d1\u306e\u300c\u4f55\u304b\u6708\u5206\u300d\u304c\u8aa4\u3063\u305f\u8cc3\u6599\u3067\u8a08\u7b97\u3055\u308c\u308b | \u8a08\u7b97\u3092 Python \u306b\u7f6e\u304d\u3001\u3069\u306e\u8cc3\u6599\u3092\u4f7f\u3063\u305f\u304b\u3092\u6b8b\u3059 |\n| \u982d\u66f8\u306e\u7d50\u5408\u3057\u305f\u8868\u304c\u5d29\u308c\u3066\u8aad\u307e\u308c\u308b | Form Parser \u306e\u8868\u306f\u5358\u7d14\u306a\u8868\u304c\u5bfe\u8c61\u3002**\u5168\u6587\u306e\u8aad\u307f\u53d6\u308a\u3092\u4e3b\u306b\u3059\u308b** |\n| \u624b\u66f8\u304d\u306e\u91d1\u984d\u306e1\u6841\u304c\u5d29\u308c\u308b | \u6587\u5b57\u3054\u3068\u306e\u4fe1\u983c\u5ea6\u3067\u5370\u3092\u4ed8\u3051\u3001\u539f\u672c\u3067\u78ba\u304b\u3081\u308b |\n| \u53e4\u3044\u5199\u3057\u304c\u8584\u304f\u3066\u8aad\u3081\u306a\u3044 | \u54c1\u8cea\u30b9\u30b3\u30a2\u306e\u7406\u7531\u3092\u898b\u3066\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059 |\n| \u4e00\u89a7\u306e\u5024\u306b\u5408\u308f\u305b\u3066\u8aad\u307f\u53d6\u308a\u3092\u76f4\u3057\u3066\u3057\u307e\u3046 | \u4e00\u89a7\u3082\u8aa4\u308a\u3046\u308b\u524d\u63d0\u3067\u3001\u3069\u3061\u3089\u306b\u3082\u6839\u62e0\u3092\u6c42\u3081\u308b |\n| \u4fdd\u8a3c\u91d1\u3068\u6577\u91d1\u3001\u7ba1\u7406\u8cbb\u3068\u5171\u76ca\u8cbb\u304c\u6df7\u3056\u308b | \u547c\u3073\u65b9\u306e\u3086\u308c\u306e\u4e00\u89a7\u3067\u3001\u81ea\u793e\u306e\u53f0\u5e33\u306e\u6c7a\u307e\u308a\u3092\u6e21\u3059 |\n| \u5b9a\u671f\u501f\u5bb6\u306b\u66f4\u65b0\u306e\u6848\u5185\u304c\u51fa\u308b | `lease_type` \u3067\u5206\u3051\u3001\u518d\u5951\u7d04\u3068\u3057\u3066\u6271\u3046 |\n| \u6975\u5ea6\u984d\u306e\u6b04\u306e\u6709\u7121\u304c\u898b\u843d\u3068\u3055\u308c\u308b | `guarantee_limit` \u3092\u9805\u76ee\u3068\u3057\u3066\u6301\u3061\u3001\u7a7a\u306a\u3089\u5370\u3092\u4ed8\u3051\u308b |\n| \u7279\u7d04\u306e\u6709\u52b9\u6027\u307e\u3067\u66f8\u3044\u3066\u3057\u307e\u3046 | \u5206\u985e\u3068\u5199\u3057\u307e\u3067\u306b\u3057\u3001\u5224\u65ad\u306f\u5b85\u5efa\u58eb\u30fb\u5f01\u8b77\u58eb\u306b\u56de\u3059 |\n| `refusal` \u3092\u7a7a\u306e\u7d50\u679c\u3068\u3057\u3066\u6271\u3046 | \u6b62\u3081\u3066\u4eba\u3078\u56de\u3059 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u5951\u7d04\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u304c\u53f0\u5e33\u306b\u5165\u308b\u300d\u3068\u3044\u3046\u540c\u3058\u7d50\u679c\u306b\u306a\u308a\u307e\u3059\u3002**\u6839\u62e0\u306e\u6587\u5b57\u5217\u3092\u6a5f\u68b0\u3067\u7167\u5408\u3057\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** \u501f\u4e3b\u3068\u9023\u5e2f\u4fdd\u8a3c\u4eba\u306e\u6c0f\u540d\u30fb\u4f4f\u6240\u30fb\u9023\u7d61\u5148\u30fb\u52e4\u52d9\u5148\u3001\u8cc3\u6599\u3068\u6577\u91d1\u306e\u984d\u3001\u5bb6\u8cc3\u50b5\u52d9\u4fdd\u8a3c\u4f1a\u793e\u306e\u540d\u79f0\u3001\u7279\u7d04\u306e\u6587\u8a00\u3001\u30aa\u30fc\u30ca\u30fc\u306e\u60c5\u5831\u3067\u3059\u3002\n\n1. **\u751f\u6210AI\u306b\u9001\u308b\u7bc4\u56f2\u3092\u3001\u91d1\u984d\u30fb\u671f\u9593\u30fb\u7279\u7d04\u306e\u6587\u5b57\u306b\u9650\u308b** \u2026 \u501f\u4e3b\u7b49\u306e\u6c0f\u540d\u30fb\u4f4f\u6240\u306e\u7bc4\u56f2\u306f\u524d\u51e6\u7406\u3067\u5916\u3057\u307e\u3059\u3002**\u53f0\u5e33\u306e\u6c0f\u540d\u306f\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3068\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u53d6\u308a\u307e\u3059**\n2. **API\u306e\u30c7\u30fc\u30bf\u306e\u6271\u3044\u3092\u78ba\u304b\u3081\u308b** \u2026 OpenAI API \u306b\u9001\u3063\u305f\u30c7\u30fc\u30bf\u306e\u4fdd\u6301\u3068\u5b66\u7fd2\u3078\u306e\u5229\u7528\u306e\u6761\u4ef6\u3092\u3001**\u81ea\u793e\u306e\u5951\u7d04\u3068\u8a2d\u5b9a\u3067\u4f7f\u3044\u59cb\u3081\u308b\u524d\u306b\u78ba\u304b\u3081\u307e\u3059**\n3. **\u7279\u7d04\u306e\u6709\u52b9\u6027\u3092\u5224\u65ad\u3055\u305b\u306a\u3044** \u2026 \u5206\u985e\u3068\u5199\u3057\u307e\u3067\u3067\u3059\u3002**\u501f\u4e3b\u3078\u306e\u8acb\u6c42\u306e\u53ef\u5426\u306f\u3001\u5b85\u5730\u5efa\u7269\u53d6\u5f15\u58eb\u3084\u5f01\u8b77\u58eb\u306e\u5224\u65ad\u3067\u3059**\n4. **\u53f0\u5e33\u3078\u672a\u78ba\u8a8d\u306e\u5024\u3092\u5165\u308c\u306a\u3044** \u2026 `mismatch` \u3068 `unverified` \u304c\u6b8b\u308b\u90e8\u5c4b\u306f\u53d6\u308a\u8fbc\u307f\u307e\u305b\u3093\u3002**\u6700\u521d\u306e\u8acb\u6c42\u306f\u53f0\u5e33\u306e\u5024\u3067\u51fa\u308b\u306e\u3067\u3001\u3053\u3053\u304c\u6700\u5f8c\u306e\u6b6f\u6b62\u3081\u3067\u3059**\n5. **\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u66f8\u985e\u306e\u6271\u3044\u3092\u6c7a\u3081\u308b** \u2026 \u539f\u672c\u3092\u53d7\u3051\u53d6\u308b\u306e\u304b\u5199\u3057\u306a\u306e\u304b\u3001\u30aa\u30fc\u30ca\u30fc\u3068\u306e\u7ba1\u7406\u59d4\u8a17\u5951\u7d04\u3067\u5f15\u7d99\u304e\u66f8\u985e\u306e\u6271\u3044\u3092\u78ba\u304b\u3081\u307e\u3059\n6. **\u30b9\u30ad\u30e3\u30f3\u306e\u4fdd\u5b58\u5148\u3092\u9650\u308b** \u2026 1\u68df\u5206\u306e\u501f\u4e3b\u306e\u60c5\u5831\u304c\u307e\u3068\u307e\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u3067\u3059\u3002**\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u6a29\u9650\u3092\u5f15\u7d99\u304e\u62c5\u5f53\u306b\u9650\u308a\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u8cc3\u6599\u3067\u8acb\u6c42\u3059\u308b\u3053\u3068\u3068\u3001\u6577\u91d1\u306e\u9810\u304b\u308a\u984d\u3092\u8aa4\u3063\u3066\u53f0\u5e33\u306b\u6b8b\u3059\u3053\u3068\u3067\u3059\u3002** \u524d\u8005\u306f\u501f\u4e3b\u3068\u306e\u4fe1\u983c\u3092\u3001\u5f8c\u8005\u306f\u9000\u53bb\u306e\u3068\u304d\u306e\u7cbe\u7b97\u3092\u640d\u306d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u6839\u62e0\u306e\u7167\u5408\u3068\u4e00\u89a7\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3092\u5168\u4ef6\u3067\u884c\u3046\u3053\u3068\u3067\u3001\u5f15\u7d99\u304e\u306e\u6708\u306e\u3046\u3061\u306b\u6b62\u3081\u307e\u3059\u3002**","recommended_for":"\u30aa\u30fc\u30ca\u30fc\u304b\u3089\u306e\u7ba1\u7406\u66ff\u3048\u3067\u3001\u4ed6\u793e\u304c\u7ba1\u7406\u3057\u3066\u3044\u305f\u7269\u4ef6\u3092\u6bce\u6708\u307e\u3068\u3081\u3066\u5f15\u304d\u7d99\u3044\u3067\u3044\u308b\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u3002\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u7d19\u306e\u5951\u7d04\u66f8\u306e\u675f\u3084\u30b9\u30ad\u30e3\u30f3\u306ePDF\u3068\u3001\u5165\u5c45\u8005\u3054\u3068\u306e\u8cc3\u6599\u306e\u4e00\u89a7\u3092\u53d7\u3051\u53d6\u308a\u3001\u7ba1\u7406\u53f0\u5e33\u3078\u624b\u3067\u6253\u3061\u76f4\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u5951\u7d04\u66f8\u306e\u66f8\u5f0f\u304c\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u3084\u30aa\u30fc\u30ca\u30fc\u3054\u3068\u306b\u9055\u3044\u3001\u66f4\u65b0\u5408\u610f\u66f8\u3084\u899a\u66f8\u3067\u6761\u4ef6\u304c\u5909\u308f\u3063\u3066\u3044\u308b\u5951\u7d04\u304c\u6df7\u3056\u308b\u5834\u5408\u3002","not_recommended_for":"\u5f15\u304d\u7d99\u3050\u7269\u4ef6\u304c\u5e74\u306b\u6570\u68df\u3067\u3001\u5951\u7d04\u66f8\u30921\u4ef6\u305a\u3064\u8aad\u3093\u3067\u3082\u8ca0\u62c5\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u304b\u3089\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u9805\u76ee\u3054\u3068\u306b\u53d7\u3051\u53d6\u308c\u3001\u5951\u7d04\u66f8\u306f\u539f\u672c\u306e\u4fdd\u7ba1\u3060\u3051\u3067\u3088\u3044\u5834\u5408\u3002\u7279\u7d04\u304c\u6709\u52b9\u304b\u3069\u3046\u304b\u3001\u501f\u4e3b\u306b\u8acb\u6c42\u3067\u304d\u308b\u304b\u3068\u3044\u3063\u305f\u6cd5\u7684\u306a\u5224\u65ad\u3092\u81ea\u52d5\u5316\u3057\u305f\u3044\u5834\u5408\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u9805\u76ee\u3068\u4e00\u89a7\u306e\u5f62\u3092\u6c7a\u3081\u308b**\n\n\u7ba1\u7406\u53f0\u5e33\u306e\u9805\u76ee\u306b\u3064\u3044\u3066\u3001\u5951\u7d04\u66f8\u3067\u306e\u547c\u3073\u65b9\u306e\u3086\u308c\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002**\u4fdd\u8a3c\u91d1\u3068\u6577\u91d1\u3001\u7ba1\u7406\u8cbb\u3068\u5171\u76ca\u8cbb\u3092\u540c\u3058\u306b\u6271\u3046\u304b\u3092\u3001\u3053\u3053\u3067\u6c7a\u3081\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3092\u76f4\u3059\u6c7a\u307e\u3063\u305f\u5217\u306e\u4e26\u3073\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u90e8\u5c4b\u3067\u8a66\u3059**\n\n\u6761\u4ef6\u304c\u5909\u308f\u3063\u305f\u90e8\u5c4b\u3092\u534a\u5206\u4ee5\u4e0a\u5165\u308c\u306620\u90e8\u5c4b\u3092\u9078\u3073\u3001\u6c0f\u540d\u306a\u3069\u3092\u5857\u308a\u3064\u3076\u3057\u3066\u304b\u3089\u8aad\u307f\u53d6\u308a\u3068\u5024\u306e\u53d6\u308a\u51fa\u3057\u3092\u8a66\u3057\u307e\u3059\u3002**\u66f4\u65b0\u5408\u610f\u66f8\u306e\u7a7a\u6b04\u304c\u57cb\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u4ed5\u5207\u308a\u7d19\u3092\u4f5c\u308a\u30011\u68df\u3067\u56de\u3059**\n\n\u90e8\u5c4b\u756a\u53f7\u30682\u6b21\u5143\u30b3\u30fc\u30c9\u3092\u5370\u5237\u3057\u305f\u4ed5\u5207\u308a\u7d19\u3092\u4f5c\u308a\u30011\u68df\u5206\u306e\u675f\u30921\u56de\u3067\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u90e8\u5c4b\u3054\u3068\u306b\u5206\u3051\u308b\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u6839\u62e0\u306e\u7167\u5408\u3068\u91cd\u306d\u5408\u308f\u305b\u3092\u7d44\u3080**\n\n`evidence` \u306e\u7167\u5408\u3068\u3001\u66f8\u985e\u306e\u65e5\u4ed8\u306b\u3088\u308b\u91cd\u306d\u5408\u308f\u305b\u3092 Python \u3067\u7d44\u307f\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u4e00\u89a7\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u306f\u305b\u305a\u3001\u4eca\u306e\u6761\u4ef6\u306e\u7d44\u307f\u7acb\u3066\u304c\u6b63\u3057\u3044\u304b\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3068\u3001\u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u66f8\u304d\u51fa\u3057\u3092\u8db3\u3057\u307e\u3059\u3002`mismatch` \u306e\u4ef6\u6570\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7d50\u679c\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 1\u4ef615\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u306e\u7d50\u679c\u3092\u898b\u3066\u3001\u3069\u306e\u524d\u306e\u7ba1\u7406\u4f1a\u793e\u306e\u4e00\u89a7\u306b\u8aa4\u308a\u304c\u591a\u3044\u304b\u304c\u5206\u304b\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0478","UC-0084","UC-0167","UC-0599"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":4379,"slug":"marketing-shisan-daicho","title":"\u30de\u30fc\u30b1\u306e\u8cc7\u7523\u53f0\u5e33\u3068\u306f\u4f55\u304b\uff1f\uff5c\u62c5\u5f53\u4ea4\u4ee3\u3067\u3082\u6b62\u3081\u306a\u3044\u904b\u7528"},{"id":8995,"slug":"kojin-data-shozai-daicho","title":"\u500b\u4eba\u30c7\u30fc\u30bf\u306e\u7f6e\u304d\u5834\u6240\u3092\u6d17\u3044\u51fa\u30595\u5de5\u7a0b\uff5cAI\u306b\u6e21\u3059\u524d\u306b\u4f5c\u308b\u53f0\u5e33"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Enterprise Document OCR \u3068 Form Parser \u304c\u4e00\u822c\u63d0\u4f9b\uff08GA\uff09\u3067\u3042\u308b\u3053\u3068\u3002Enterprise Document OCR \u306e\u5bfe\u5fdc\u8a00\u8a9e\u306e\u8868\u3067\u65e5\u672c\u8a9e\uff08ja\uff09\u306b\u624b\u66f8\u304d\u306e\u5bfe\u5fdc\u304c\u4ed8\u3044\u3066\u3044\u308b\u3053\u3068\u3002\u540c\u671f\u306e\u51e6\u7406\u306e\u4e0a\u9650\u304c15\u30da\u30fc\u30b8\u3001\u307e\u3068\u3081\u3066\u9001\u308b\u51e6\u7406\u306e\u4e0a\u9650\u304c Enterprise Document OCR \u3067500\u30da\u30fc\u30b8\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Processor list](https:\/\/docs.cloud.google.com\/document-ai\/docs\/processors-list) | 2026-10-06 |\n| `enableSymbol` \u30671\u6587\u5b57\u305a\u3064\u306e\u30c7\u30fc\u30bf\u304c\u8fd4\u308b\u3053\u3068\u3002\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u304c0\u304b\u30891\u3067\u8fd4\u308a\u30010.5\u3092\u4e0b\u56de\u308b\u30688\u7a2e\u985e\u306e\u7406\u7531\u304c\u8fd4\u308b\u3053\u3068 | [Google Cloud: Enterprise Document OCR](https:\/\/docs.cloud.google.com\/document-ai\/docs\/enterprise-document-ocr) | 2026-10-06 |\n| Form Parser \u304c\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3001\u8868\u3001\u9078\u629e\u30de\u30fc\u30af\u7b49\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u3002\u8868\u306f\u884c\u3084\u5217\u3092\u307e\u305f\u3050\u30bb\u30eb\u306e\u7121\u3044\u5358\u7d14\u306a\u8868\u304c\u5bfe\u8c61\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Form Parser](https:\/\/docs.cloud.google.com\/document-ai\/docs\/form-parser) | 2026-10-06 |\n| \u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u3001300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u826f\u3044\u7d50\u679c\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002\u975e\u53ef\u9006\u306e\u5f62\u5f0f\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u5c0f\u3055\u304f\u3059\u308b\u3068\u7cbe\u5ea6\u304c\u843d\u3061\u3046\u308b\u3053\u3068 | [Google Cloud: Supported files](https:\/\/docs.cloud.google.com\/document-ai\/docs\/file-types) | 2026-10-06 |\n| Responses API \u306e\u69cb\u9020\u5316\u51fa\u529b\u304c `text.format` \u306b `type: \"json_schema\"` \u3068 `strict: true` \u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3046\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u4e26\u3079\u3001`additionalProperties: false` \u3092\u4ed8\u3051\u308b\u3053\u3068\u3002\u5b89\u5168\u4e0a\u306e\u7406\u7531\u3067\u5fdc\u3058\u306a\u3044\u5834\u5408\u306b `refusal` \u304c\u8fd4\u308a\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u306a\u3044\u3053\u3068 | [OpenAI API: Structured Outputs](https:\/\/developers.openai.com\/api\/docs\/guides\/structured-outputs) | 2026-10-06 |\n| \u8cc3\u8cb8\u4f4f\u5b85\u6a19\u6e96\u5951\u7d04\u66f8\u304c\u8cc3\u8cb8\u501f\u5951\u7d04\u66f8\u306e\u3072\u306a\u5f62\uff08\u30e2\u30c7\u30eb\uff09\u3067\u3001\u4f7f\u7528\u304c\u6cd5\u4ee4\u3067\u7fa9\u52d9\u3065\u3051\u3089\u308c\u3066\u3044\u308b\u3082\u306e\u3067\u306f\u306a\u3044\u3053\u3068\u3002\u5e73\u621030\u5e743\u6708\u7248\u306b\u5bb6\u8cc3\u50b5\u52d9\u4fdd\u8a3c\u696d\u8005\u578b\u3068\u3001\u6975\u5ea6\u984d\u306e\u8a18\u8f09\u6b04\u3092\u8a2d\u3051\u305f\u9023\u5e2f\u4fdd\u8a3c\u4eba\u578b\u304c\u3042\u308b\u3053\u3068\u3002\u4ee4\u548c2\u5e744\u67081\u65e5\u65bd\u884c\u306e\u6539\u6b63\u6c11\u6cd5\u3067\u9023\u5e2f\u4fdd\u8a3c\u4eba\u306b\u3064\u3044\u3066\u6975\u5ea6\u984d\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [\u56fd\u571f\u4ea4\u901a\u7701: \u300e\u8cc3\u8cb8\u4f4f\u5b85\u6a19\u6e96\u5951\u7d04\u66f8\u300f\u306b\u3064\u3044\u3066](https:\/\/www.mlit.go.jp\/jutakukentiku\/house\/jutakukentiku_house_tk3_000023.html) | 2026-10-06 |\n| \u6a19\u6e96\u5951\u7d04\u66f8\uff08\u9023\u5e2f\u4fdd\u8a3c\u4eba\u578b\uff09\u306e\u982d\u66f8\u306b\u3001\u5951\u7d04\u671f\u9593\u306e\u59cb\u671f\u30fb\u7d42\u671f\u3001\u8cc3\u6599\u30fb\u5171\u76ca\u8cbb\u30fb\u6577\u91d1\u30fb\u305d\u306e\u4ed6\u4e00\u6642\u91d1\u30fb\u9644\u5c5e\u65bd\u8a2d\u4f7f\u7528\u6599\u3001\u7ba1\u7406\u696d\u8005\u306e\u8cc3\u8cb8\u4f4f\u5b85\u7ba1\u7406\u696d\u8005\u767b\u9332\u756a\u53f7\u3001\u9023\u5e2f\u4fdd\u8a3c\u4eba\u53ca\u3073\u6975\u5ea6\u984d\u306e\u6b04\u304c\u3042\u308b\u3053\u3068\u3002\u7b2c2\u6761\u3067\u5354\u8b70\u306e\u4e0a\u66f4\u65b0\u3067\u304d\u308b\u3068\u3055\u308c\u3001\u7b2c19\u6761\u304c\u7279\u7d04\u6761\u9805\u3067\u3042\u308b\u3053\u3068 | [\u56fd\u571f\u4ea4\u901a\u7701: \u8cc3\u8cb8\u4f4f\u5b85\u6a19\u6e96\u5951\u7d04\u66f8 \u5e73\u621030\u5e743\u6708\u7248\u30fb\u9023\u5e2f\u4fdd\u8a3c\u4eba\u578b\uff08PDF\uff09](https:\/\/www.mlit.go.jp\/common\/001479827.pdf) | 2026-10-06 |\n\n**\u7279\u7d04\u306e\u6709\u52b9\u6027\u3001\u6577\u91d1\u306e\u7cbe\u7b97\u3001\u501f\u4e3b\u3078\u306e\u8acb\u6c42\u306e\u53ef\u5426\u306f\u3001\u5b85\u5730\u5efa\u7269\u53d6\u5f15\u58eb\u30fb\u5f01\u8b77\u58eb\u3068\u30aa\u30fc\u30ca\u30fc\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Google Cloud\u3001OpenAI\u3001\u56fd\u571f\u4ea4\u901a\u7701\u306e\u30da\u30fc\u30b8\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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