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**\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u501f\u5165\u756a\u53f7\u30fb\u8fd4\u6e08\u65e5\u30fb\u66f8\u985e\u306e\u7a2e\u985e\u306e\u3082\u306e\u304c\u76f4\u8fd1\u306b\u3042\u308c\u3070\u3001\u65e2\u51e6\u7406\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4e88\u544a\u3068\u78ba\u5b9a\u304c1\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u3042\u308b\u3068\u30012\u3064\u306e\u6570\u5b57\u304c\u6df7\u3056\u308a\u307e\u3059\u3002**\u8fd4\u6e08\u65e5\u304c\u305a\u308c\u308b\u3068\u4e88\u544a\u3068\u78ba\u5b9a\u306e\u5229\u606f\u306f\u9055\u3046\u984d\u306b\u306a\u308b**\u306e\u3067\u3001\u6df7\u3056\u308b\u3068\u7406\u7531\u304c\u4ed8\u3051\u3089\u308c\u307e\u305b\u3093\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u3001\u66f8\u304b\u308c\u305f\u6570\u5b57\u3092\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306b\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u8a08\u7b97\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u5199\u3059\u9805\u76ee | \u5f53\u305f\u308b\u3082\u306e\u306e\u4f8b | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u66f8\u985e\u306e\u7a2e\u985e | \u8fd4\u6e08\u524d\u306e\u300c\u3054\u8fd4\u6e08\u306e\u304a\u77e5\u3089\u305b\u300d\u3001\u8fd4\u6e08\u5f8c\u306e\u300c\u5229\u606f\u8a08\u7b97\u66f8\u300d\u3001\u8fd4\u6e08\u4e88\u5b9a\u8868\u3001\u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b | \u4e88\u544a\u304b\u78ba\u5b9a\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `unknown` |\n| \u501f\u5165\u756a\u53f7 | \u300c\u304a\u501f\u5165\u756a\u53f7\u300d\u300c\u53e3\u5ea7\u756a\u53f7\u300d\u300c\u878d\u8cc7\u756a\u53f7\u300d | \u8aad\u3081\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3066 `needs_review` |\n| \u8fd4\u6e08\u65e5 | \u300c\u3054\u8fd4\u6e08\u65e5\u300d\u300c\u7d04\u5b9a\u65e5\u300d\u300c\u304a\u53d6\u5f15\u65e5\u300d | \u8907\u6570\u306e\u65e5\u4ed8\u304c\u3042\u308a\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070\u7a7a |\n| \u5143\u91d1\u30fb\u5229\u606f\u30fb\u5408\u8a08 | \u300c\u3054\u8fd4\u6e08\u5143\u91d1\u300d\u300c\u304a\u5229\u606f\u300d\u300c\u3054\u8fd4\u6e08\u984d\u5408\u8a08\u300d | \u5408\u8a08\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u5143\u91d1\u3068\u5229\u606f\u306f\u7a7a |\n| \u9069\u7528\u91d1\u5229 | \u300c\u9069\u7528\u5229\u7387\u300d\u300c\u3054\u878d\u8cc7\u5229\u7387\u300d\u3002\u57fa\u6e96\u91d1\u5229\u3068\u30b9\u30d7\u30ec\u30c3\u30c9\u304c\u5206\u3051\u3066\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u4e21\u65b9 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u3002**\u53f0\u5e33\u306e\u91d1\u5229\u3067\u57cb\u3081\u306a\u3044** |\n| \u5229\u606f\u306e\u671f\u9593\u3068\u65e5\u6570 | \u300c\u5229\u606f\u8a08\u7b97\u671f\u9593 4\u670825\u65e5\u301c5\u670826\u65e5\uff0831\u65e5\uff09\u300d | \u671f\u9593\u3060\u3051\u3067\u65e5\u6570\u304c\u7121\u3051\u308c\u3070\u65e5\u6570\u306f\u7a7a |\n| \u6b8b\u9ad8 | \u300c\u8fd4\u6e08\u5f8c\u6b8b\u9ad8\u300d\u300c\u304a\u501f\u5165\u6b8b\u9ad8\u300d | \u8fd4\u6e08\u524d\u304b\u8fd4\u6e08\u5f8c\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `balance_basis` \u3092 `unknown` |\n\n**\u53f3\u7aef\u306e\u5217\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u3092\u3001\u53f0\u5e33\u306e\u5024\u3084\u8a08\u7b97\u3067\u57cb\u3081\u3055\u305b\u307e\u305b\u3093\u3002**\u7279\u306b\u9069\u7528\u91d1\u5229\u3068\u65e5\u6570\u306f\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u306b\u3057\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5229\u606f\u306e\u8a08\u7b97\u30fb\u691c\u7b97 | \u639b\u3051\u7b97\u3068\u5272\u308a\u7b97\u3067\u6c7a\u307e\u308b\u3002Apps Script \u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3067\u884c\u3046 |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u91d1\u5229\u3084\u65e5\u6570\u306e\u88dc\u5b8c | \u53f0\u5e33\u306e\u5024\u3067\u57cb\u3081\u308b\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u5fc5\u305a\u300c\u4e00\u81f4\u300d\u306b\u306a\u308b |\n| \u4e88\u544a\u306e\u984d\u3092\u78ba\u5b9a\u306e\u984d\u3068\u3057\u3066\u6271\u3046\u3053\u3068 | \u8fd4\u6e08\u65e5\u306e\u305a\u308c\u3067\u984d\u304c\u5909\u308f\u308b\u3002\u7a2e\u985e\u306f\u66f8\u304b\u308c\u305f\u8a9e\u3067\u6c7a\u3081\u308b |\n| \u501f\u5165\u756a\u53f7\u306e\u88dc\u5b8c | \u4f3c\u305f\u756a\u53f7\u306b\u5bc4\u305b\u308b\u3068\u3001\u5225\u306e\u501f\u5165\u306e\u53f0\u5e33\u3068\u7167\u5408\u3055\u308c\u308b |\n| \u98df\u3044\u9055\u3044\u306e\u539f\u56e0\u306e\u63a8\u6e2c | \u7406\u7531\u306e\u533a\u5206\u306f Apps Script \u304c\u8981\u7d20\u3054\u3068\u306e\u5dee\u304b\u3089\u4ed8\u3051\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u9069\u7528\u91d1\u5229\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u8a08\u7b97\u66f8\u3092\u6e21\u3059\u3068\u3001AI\u306f\u5229\u606f\u3068\u6b8b\u9ad8\u304b\u3089\u91d1\u5229\u3092\u9006\u7b97\u3057\u3066\u57cb\u3081\u307e\u3059\u3002**\u305d\u306e\u77ac\u9593\u3001\u91d1\u5229\u306e\u898b\u76f4\u3057\u306e\u898b\u843d\u3068\u3057\u304c\u300c\u4e00\u81f4\u300d\u306b\u3059\u308a\u66ff\u308f\u308a\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u8ca1\u52d9\u90e8\u9580\u3067\u3001\u53d6\u5f15\u9280\u884c\u304b\u3089\u5c4a\u3044\u305f\u501f\u5165\u91d1\u306e\u66f8\u985e\u3092\u8aad\u307f\u3001\n\u501f\u5165\u91d1\u306e\u53f0\u5e33\u3068\u7167\u5408\u3059\u308b\u305f\u3081\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u66f8\u985e\u306e\u7a2e\u985e\u3092\u6b21\u304b\u30891\u3064\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n   - notice ...... \u8fd4\u6e08\u65e5\u3088\u308a\u524d\u306b\u5c4a\u304f\u4e88\u544a\uff08\u300c\u3054\u8fd4\u6e08\u306e\u304a\u77e5\u3089\u305b\u300d\u300c\u3054\u8fd4\u6e08\u4e88\u5b9a\u984d\u300d\u306a\u3069\uff09\n   - statement ... \u8fd4\u6e08\u5f8c\u306e\u78ba\u5b9a\uff08\u300c\u5229\u606f\u8a08\u7b97\u66f8\u300d\u300c\u3054\u8fd4\u6e08\u660e\u7d30\u300d\u300c\u304a\u53d6\u5f15\u660e\u7d30\u300d\u306a\u3069\uff09\n   - schedule .... \u8fd4\u6e08\u4e88\u5b9a\u8868\uff08\u8907\u6570\u56de\u5206\u306e\u8fd4\u6e08\u65e5\u30fb\u5143\u91d1\u30fb\u5229\u606f\u30fb\u6b8b\u9ad8\u306e\u8868\uff09\n   - rate_change . \u9069\u7528\u91d1\u5229\u306e\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\n   - unknown ..... \u4e0a\u306e\u3069\u308c\u304b\u6c7a\u3081\u3089\u308c\u306a\u3044\n2. \u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6570\u5b57\u3092\u3001\u6307\u5b9a\u306e\u9805\u76ee\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   \u8fd4\u6e08\u4e88\u5b9a\u8868\u306e\u3068\u304d\u306f\u3001\u8868\u306e\u5404\u56de\u30921\u884c\u305a\u3064 installments \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6570\u5b57\u306f\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u3082\u306e\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6841\u533a\u5207\u308a\u3084\u300c\u5186\u300d\u300c\uff05\u300d\u306f\u5916\u3057\u3066\u304b\u307e\u3044\u307e\u305b\u3093\u304c\u3001\u5024\u306f\u5909\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u9069\u7528\u91d1\u5229\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306b\u3001\n  \u5229\u606f\u3068\u6b8b\u9ad8\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u307e\u3059\u3002\n- \u5229\u606f\u306e\u65e5\u6570\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306b\u3001\u671f\u9593\u304b\u3089\u6570\u3048\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5143\u91d1\u3068\u5229\u606f\u306e\u5408\u8a08\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306b\u3001\u5143\u91d1\u3068\u5229\u606f\u306b\u5206\u3051\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u501f\u5165\u756a\u53f7\u306f\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e loan_ref \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6841\u3092\u88dc\u3046\u3001\u4f3c\u305f\u756a\u53f7\u306b\u76f4\u3059\u3053\u3068\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u307e\u3059\u3002\n- \u300c\u4e88\u5b9a\u300d\u300c\u304a\u77e5\u3089\u305b\u300d\u3068\u66f8\u304b\u308c\u305f\u984d\u3092\u3001\u78ba\u5b9a\u3057\u305f\u984d\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e88\u544a\u304b\u78ba\u5b9a\u304b\u306f\u3001\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u8a9e\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6b8b\u9ad8\u304c\u8fd4\u6e08\u524d\u306e\u6b8b\u9ad8\u304b\u8fd4\u6e08\u5f8c\u306e\u6b8b\u9ad8\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\n  balance_basis \u3092 unknown \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u98df\u3044\u9055\u3044\u306e\u539f\u56e0\u3084\u3001\u53f0\u5e33\u3068\u306e\u6bd4\u8f03\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u5404\u5024\u306e\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u501f\u5165\u306e\u66f8\u985e\u3067\u306a\u3044\u3082\u306e\uff08\u9810\u91d1\u306e\u660e\u7d30\u3001\u624b\u6570\u6599\u306e\u6848\u5185\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n  \u5199\u3055\u305a\u306b document_type \u3092 other \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{ocr_result}\n\u3010\u3053\u306e\u9280\u884c\u306e\u66f8\u5f0f\u30e1\u30e2\u3011{bank_note}\n```\n\n**\u300c\u9006\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u300d\u3068\u300c\u671f\u9593\u304b\u3089\u6570\u3048\u3066\u57cb\u3081\u306a\u3044\u300d\u3092\u5206\u3051\u3066\u66f8\u304f\u306e\u306f\u3001\u7247\u65b9\u3060\u3051\u3067\u306f\u6b62\u307e\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u91d1\u5229\u306e\u9006\u7b97\u3060\u3051\u3092\u7981\u3058\u308b\u3068\u65e5\u6570\u3092\u6570\u3048\u3066\u57cb\u3081\u3001**\u9280\u884c\u304c\u7247\u7aef\u3068\u4e21\u7aef\u306e\u3069\u3061\u3089\u3067\u6570\u3048\u305f\u304b\u3068\u3044\u3046\u60c5\u5831\u304c\u6d88\u3048\u307e\u3059\u3002**","output_data":"**Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u306b\u56fa\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046\u5fdc\u7b54\u3092\u751f\u6210\u3055\u305b\u3089\u308c\u308b\u3068\u3055\u308c\u3001`enum` \u3067\u5024\u306e\u5019\u88dc\u3092\u9650\u308a\u3001`required` \u3067\u5fc5\u9808\u306e\u9805\u76ee\u3092\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002\n\n```json\n{\n  \"document_type\": \"notice | statement | schedule | rate_change | unknown | other\",\n  \"bank_name\": \"\",\n  \"loan_ref\": \"\",\n  \"payment_date\": \"\",\n  \"principal\": null,\n  \"interest\": null,\n  \"total_payment\": null,\n  \"rate\": { \"applied\": null, \"base\": null, \"spread\": null, \"effective_from\": \"\" },\n  \"interest_period\": { \"from\": \"\", \"to\": \"\", \"days\": null },\n  \"balance\": null,\n  \"balance_basis\": \"after | before | unknown\",\n  \"installments\": [],\n  \"evidence\": [{ \"field\": \"\", \"text\": \"\", \"confidence\": 0 }]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001AI\u306e\u4ed5\u4e8b\u3068\u8a08\u7b97\u306e\u4ed5\u4e8b\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** JSON\u306fAI\u304c\u57cb\u3081\u3001\u691c\u7b97\u3068\u5224\u5b9a\u306f Apps Script \u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u72b6\u614b | \u4ed8\u3051\u308b\u6761\u4ef6\uff08Apps Script \u304c\u6c7a\u3081\u308b\uff09 |\n|:--|:--|\n| `match` | \u5143\u91d1\u30fb\u6b8b\u9ad8\u304c\u53f0\u5e33\u3068\u4e00\u81f4\u3057\u3001\u5229\u606f\u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3067\u691c\u7b97\u3057\u305f\u984d\u3068\u7aef\u6570\u306e\u7bc4\u56f2\u3067\u4e00\u81f4\u3057\u3001\u9069\u7528\u91d1\u5229\u304c\u53f0\u5e33\u3068\u4e00\u81f4 |\n| `principal_diff` | \u5143\u91d1\u307e\u305f\u306f\u6b8b\u9ad8\u304c\u53f0\u5e33\u306e\u4e88\u5b9a\u3068\u9055\u3046 |\n| `interest_diff` | \u5143\u91d1\u306f\u5408\u3046\u304c\u3001\u5229\u606f\u304c\u691c\u7b97\u306e\u984d\u3068\u9055\u3046 |\n| `rate_diff` | \u66f8\u985e\u306e\u9069\u7528\u91d1\u5229\u304c\u53f0\u5e33\u306e\u91d1\u5229\u3068\u9055\u3046 |\n| `unmatched` | \u501f\u5165\u756a\u53f7\u3067\u53f0\u5e33\u306e\u884c\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u307e\u305f\u306f\u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u3042\u308b |\n| `needs_review` | \u91d1\u984d\u30fb\u91d1\u5229\u30fb\u65e5\u4ed8\u306e\u4fe1\u983c\u5ea6\u304c\u57fa\u6e96\u3092\u4e0b\u56de\u308b\u3001\u307e\u305f\u306f\u7a2e\u985e\u304c `unknown` |\n\n**`interest_diff` \u306b\u306f\u3001\u8981\u7d20\u3054\u3068\u306e\u7406\u7531\u3092\u4ed8\u3051\u307e\u3059\u3002** Apps Script \u306f\u3001\u66f8\u985e\u306e\u65e5\u6570\u3068\u53f0\u5e33\u306e\u65e5\u6570\u3001\u66f8\u985e\u306e\u91d1\u5229\u3068\u53f0\u5e33\u306e\u91d1\u5229\u3092\u5225\u3005\u306b\u6bd4\u3079\u3001**\u3069\u308c\u304c\u9055\u3046\u306e\u304b\u3092 `reason` \u306b\u5165\u308c\u307e\u3059\u3002**\n\n| `reason` | \u610f\u5473 |\n|:--|:--|\n| `days_holiday_shift` | \u8fd4\u6e08\u65e5\u304c\u4f11\u65e5\u3067\u7fcc\u55b6\u696d\u65e5\u306b\u305a\u308c\u3001\u65e5\u6570\u304c\u4f38\u3073\u305f\u3002\u55b6\u696d\u65e5\u30ab\u30ec\u30f3\u30c0\u30fc\u3067\u8aac\u660e\u304c\u3064\u304f |\n| `days_count_method` | \u65e5\u6570\u306e\u6570\u3048\u65b9\uff08\u7247\u7aef\u30fb\u4e21\u7aef\uff09\u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u9055\u3046 |\n| `rate_not_updated` | \u66f8\u985e\u306e\u91d1\u5229\u304c\u53f0\u5e33\u3068\u9055\u3046\u3002\u53f0\u5e33\u306e\u91d1\u5229\u306e\u66f4\u65b0\u6f0f\u308c\u304c\u7591\u308f\u308c\u308b |\n| `rounding` | \u5dee\u304c\u7aef\u6570\u306e\u7bc4\u56f2\u3002\u53f0\u5e33\u306e\u7aef\u6570\u306e\u6271\u3044\u3068\u9055\u3046 |\n| `unexplained` | \u4e0a\u306e\u3069\u308c\u3067\u3082\u8aac\u660e\u3067\u304d\u306a\u3044 |\n\n**2\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3063\u3066\u3044\u3066\u3082\u5024\u304c\u6b63\u3057\u3044\u3068\u306f\u9650\u3089\u306a\u3044\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306b\u3082\u3001**\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5074\u3067\u691c\u8a3c\u3059\u308b**\u3088\u3046\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u5143\u91d1\u3068\u5229\u606f\u306e\u548c\u304c `total_payment` \u3068\u5408\u308f\u306a\u3051\u308c\u3070 `needs_review` \u306b\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`evidence` \u3067\u78ba\u8a8d\u304c\u901f\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002** \u5229\u606f\u306e\u671f\u9593\u306e\u539f\u6587\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u753b\u50cf\u3092\u958b\u304f\u524d\u306b\u9280\u884c\u306e\u6570\u3048\u65b9\u304c\u5206\u304b\u308a\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0 | Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc | \u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u3092\u62fe\u3046 |\n| Document AI | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u540d\u3068\u5024\u306e\u7d44\u30fb\u8868\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Gemini API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u9805\u76ee\u3078\u306e\u5bfe\u5fdc\u4ed8\u3051 |\n| \u501f\u5165\u91d1\u306e\u53f0\u5e33 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u4e88\u5b9a\u306e\u5143\u91d1\u30fb\u6b8b\u9ad8\u30fb\u91d1\u5229\u3068\u3001\u501f\u5165\u3054\u3068\u306e\u6761\u4ef6 |\n| \u7167\u5408\u7d50\u679c\u306e\u30b7\u30fc\u30c8 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u8981\u7d20\u3054\u3068\u306e\u5dee\u3001\u72b6\u614b\u3001\u7406\u7531\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217 |\n| \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u66f8\u304d\u8fbc\u307e\u306a\u3044 | \u4ed5\u8a33\u306f\u65e2\u5b58\u306e\u624b\u9806\u3067\u884c\u3046 |\n\n**\u501f\u5165\u91d1\u306e\u53f0\u5e33\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u66f8\u304d\u8fbc\u3080\u306e\u306f\u5225\u30b7\u30fc\u30c8\u306e\u7167\u5408\u7d50\u679c\u3060\u3051\u3067\u3059\u3002**\u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\u3092\u8aad\u3093\u3060\u3068\u304d\u3082\u3001\u53f0\u5e33\u306e\u91d1\u5229\u306f\u76f4\u3057\u307e\u305b\u3093\u3002** \u7167\u5408\u7d50\u679c\u306b\u300c`rate_change` \u3092\u53d7\u3051\u53d6\u3063\u305f\u3002\u53f0\u5e33\u306e\u91d1\u5229\u306f\u672a\u66f4\u65b0\u300d\u3068\u51fa\u3057\u3001\u4eba\u304c\u76f4\u3057\u307e\u3059\u3002\n\n**\u9280\u884c\u3078\u306e\u7167\u4f1a\u30e1\u30e2\u306e\u4e0b\u66f8\u304d\u306f\u3001`unexplained` \u3068 `rate_diff` \u306b\u3060\u3051\u4f5c\u308a\u307e\u3059\u3002** \u5b9b\u5148\u306f\u9280\u884c\u306e\u62c5\u5f53\u8005\u3067\u3059\u304c\u3001**\u9001\u308b\u306e\u306f\u8ca1\u52d9\u62c5\u5f53\u3067\u3059\u3002** \u4e0b\u66f8\u304d\u306b\u306f\u501f\u5165\u756a\u53f7\u3001\u8fd4\u6e08\u65e5\u3001\u66f8\u985e\u306e\u5024\u3001\u81ea\u793e\u306e\u691c\u7b97\u306e\u5024\u3001\u3069\u306e\u8981\u7d20\u304c\u9055\u3046\u304b\u3092\u4e26\u3079\u3001\u9280\u884c\u306e\u62c5\u5f53\u8005\u304c\u81ea\u5206\u306e\u8a08\u7b97\u3068\u6bd4\u3079\u3084\u3059\u3044\u5f62\u306b\u3057\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `match` \u4ee5\u5916\u306e\u884c\u3060\u3051\u3067\u3059\u3002** `match` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u4ef6\u6570\u3068\u9280\u884c\u3092\u6d41\u3057\u898b\u307e\u3059\u3002\u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e9.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_review` \u3092\u5148\u306b\u898b\u308b** \u2026 \u91d1\u984d\u30fb\u91d1\u5229\u30fb\u65e5\u4ed8\u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u3066\u76f4\u3057\u307e\u3059\n2. **`rate_diff` \u3092\u898b\u308b** \u2026 \u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u304b\u3001\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3068\u7167\u5408\u7d50\u679c\u3092\u63a2\u3057\u307e\u3059\u3002**\u5c4a\u3044\u3066\u3044\u308c\u3070\u53f0\u5e33\u3092\u76f4\u3057\u3001\u5c4a\u3044\u3066\u3044\u306a\u3051\u308c\u3070\u9280\u884c\u306b\u78ba\u304b\u3081\u307e\u3059**\n3. **`interest_diff` \u306e `reason` \u3092\u8aad\u3080** \u2026 `days_holiday_shift` \u3068 `rounding` \u306f\u8aac\u660e\u304c\u3064\u304f\u3082\u306e\u3068\u3057\u3066\u6d41\u3057\u3001`days_count_method` \u306f\u5951\u7d04\u66f8\u3067\u78ba\u304b\u3081\u307e\u3059\n4. **`unexplained` \u3068 `principal_diff` \u3092\u7167\u4f1a\u306b\u56de\u3059** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9280\u884c\u3078\u9001\u308a\u307e\u3059\n5. **\u5224\u65ad\u3092\u8a18\u9332\u3059\u308b** \u2026 \u53f0\u5e33\u3092\u76f4\u3057\u305f\u304b\u3001\u9280\u884c\u306e\u8aa4\u308a\u304b\u3001\u7167\u4f1a\u4e2d\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u9069\u7528\u91d1\u5229\u306e\u98df\u3044\u9055\u3044\u306f\u3001**\u653e\u3063\u3066\u304a\u304f\u3068\u7fcc\u6708\u4ee5\u964d\u306e\u5168\u90e8\u306e\u4e88\u5b9a\u306b\u4e57\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u300190\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u958b\u304f\u306e\u306f3\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u53f0\u5e33\u306e\u6761\u4ef6\u306e\u5217\u304c\u57cb\u307e\u3063\u3066\u3044\u306a\u3044\u501f\u5165\u304c\u3042\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8fd4\u6e08\u4e88\u5b9a\u8868\u304c15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b | \u540c\u671f\u51e6\u7406\u306e\u4e0a\u9650\u3002\u30d0\u30c3\u30c1\u51e6\u7406\uff08100\u30da\u30fc\u30b8\u307e\u3067\uff09\u306b\u56de\u3059 |\n| \u8868\u304c2\u6bb5\u306e\u898b\u51fa\u3057\u3067\u53d6\u308c\u306a\u3044 | \u5358\u7d14\u306a\u8868\u304c\u5bfe\u8c61\u3002**\u5168\u6587\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u884c\u3092\u62fe\u3044\u76f4\u3057\u3001`needs_review` \u3092\u4ed8\u3051\u308b** |\n| \u4e88\u544a\u3068\u78ba\u5b9a\u304c1\u30d5\u30a1\u30a4\u30eb\u306b\u5165\u3063\u3066\u3044\u308b | \u30da\u30fc\u30b8\u3067\u5206\u5272\u3057\u3066\u518d\u6295\u5165\u3002\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070 `needs_review` |\n| \u7e70\u4e0a\u8fd4\u6e08\u30fb\u6761\u4ef6\u5909\u66f4\u306e\u76f4\u5f8c | \u53f0\u5e33\u306e\u4e88\u5b9a\u304c\u53e4\u3044\u3002**\u65b0\u3057\u3044\u8fd4\u6e08\u4e88\u5b9a\u8868\u304c\u5c4a\u304f\u307e\u3067\u3001\u305d\u306e\u501f\u5165\u306f `needs_review`** |\n| \u66f8\u985e\u306b\u9069\u7528\u91d1\u5229\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u91d1\u5229\u306e\u7167\u5408\u306f\u300c\u66f8\u985e\u304b\u3089\u306f\u78ba\u304b\u3081\u3089\u308c\u306a\u3044\u300d\u3068\u3057\u3066\u3001\u5229\u606f\u306e\u691c\u7b97\u3060\u3051\u884c\u3046 |\n| \u501f\u5165\u756a\u53f7\u304c\u8aad\u3081\u306a\u3044 | \u9280\u884c\u30fb\u8fd4\u6e08\u65e5\u30fb\u5143\u91d1\u3067\u5019\u88dc\u3092\u51fa\u3057\u3001**1\u3064\u306b\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u9078\u3070\u306a\u3044** |\n| \u501f\u5165\u306e\u66f8\u985e\u3067\u306a\u3044\u3082\u306e\u304c\u6df7\u3056\u308b | `document_type` \u304c `other`\u3002\u7167\u5408\u305b\u305a\u62c5\u5f53\u8005\u3078\u623b\u3059 |\n| \u5143\u91d1\u3068\u5229\u606f\u306e\u548c\u304c\u5408\u8a08\u3068\u5408\u308f\u306a\u3044 | `needs_review` \u306b\u3059\u308b |\n| API\u304c\u5fdc\u7b54\u3057\u306a\u3044\u30016\u5206\u3092\u8d85\u3048\u308b | \u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u66f8\u304d\u8fbc\u307f\u6210\u529f\u6642\u3060\u3051** |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u624b\u9593\u306e\u304b\u304b\u308b\u4f8b\u5916\u3067\u3059\u3002** \u4f5c\u308a\u76f4\u3057\u305f\u8fd4\u6e08\u4e88\u5b9a\u8868\u304c\u5c4a\u304f\u307e\u3067\u306e\u66f8\u985e\u306f\u3001\u53e4\u3044\u4e88\u5b9a\u3068\u6bd4\u3079\u308b\u3068\u5168\u90e8\u98df\u3044\u9055\u3044\u306b\u306a\u308a\u307e\u3059\u3002**\u7e70\u4e0a\u8fd4\u6e08\u3092\u5b9f\u884c\u3057\u305f\u3089\u3001\u305d\u306e\u501f\u5165\u306b\u300c\u4e88\u5b9a\u8868\u5f85\u3061\u300d\u306e\u5370\u3092\u4ed8\u3051\u3066\u304a\u304d\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u66f8\u985e\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\uff08\u90f5\u9001\uff0f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\uff09\n- Document AI \u304c\u8fd4\u3057\u305f `Document` \u306eJSON\u306e\u5168\u6587\n- Gemini API \u306b\u6e21\u3057\u305f\u66f8\u5f0f\u30e1\u30e2\u306e\u7248\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\n- Apps Script 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**\u5408\u3063\u305f\u3082\u306e\u307e\u3067\u540c\u3058\u624b\u9593\u3067\u898b\u3066\u3044\u308b**\u306e\u3067\u3001\u672c\u5f53\u306b\u898b\u308b\u3079\u304d\u98df\u3044\u9055\u3044\u306b\u6642\u9593\u304c\u6b8b\u308a\u307e\u305b\u3093\u3002","before_flow_steps":["\u90f5\u9001\u306e\u66f8\u985e\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001PDF\u3067\u5c4a\u3044\u305f\u3082\u306e\u3068\u3042\u308f\u305b\u3066\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","1\u901a\u305a\u3064\u958b\u304d\u3001\u3069\u306e\u501f\u5165\u306e\u66f8\u985e\u304b\u3092\u501f\u5165\u756a\u53f7\uff08\u53e3\u5ea7\u756a\u53f7\uff09\u3068\u91d1\u984d\u304b\u3089\u7279\u5b9a\u3059\u308b","\u8fd4\u6e08\u65e5\u30fb\u5143\u91d1\u30fb\u5229\u606f\u30fb\u9069\u7528\u91d1\u5229\u30fb\u6b8b\u9ad8\u3092\u3001\u53f0\u5e33\u306e\u8a72\u5f53\u6708\u306e\u884c\u306e\u6a2a\u306b\u66f8\u304d\u5199\u3059","\u53f0\u5e33\u306e\u4e88\u5b9a\u984d\u3068\u6bd4\u3079\u3001\u5229\u606f\u306f\u6b8b\u9ad8\u00d7\u91d1\u5229\u00d7\u65e5\u6570\u00f7\u5e74\u65e5\u6570\u3092\u96fb\u5353\u3067\u691c\u7b97\u3059\u308b","\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u3001\u91d1\u5229\u306e\u898b\u76f4\u3057\u3092\u898b\u843d\u3068\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u65e5\u6570\u306e\u6570\u3048\u65b9\u304c\u9055\u308f\u306a\u3044\u304b\u3092\u5951\u7d04\u66f8\u3067\u78ba\u304b\u3081\u308b","\u7406\u7531\u304c\u5206\u304b\u3089\u306a\u3044\u3082\u306e\u306f\u3001\u30e1\u30e2\u3092\u4ed8\u3051\u3066\u9280\u884c\u306e\u62c5\u5f53\u8005\u306b\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u3067\u805e\u304f","\u5408\u3063\u305f\u3082\u306e\u306f\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u652f\u6255\u5229\u606f\u3068\u501f\u5165\u91d1\u306e\u4ed5\u8a33\u306b\u56de\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u90f5\u9001\u306e\u66f8\u985e\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u306ePDF\u3068\u3042\u308f\u305b\u3066\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** Apps Script \u304c\u6570\u5206\u304a\u304d\u306b\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u3066\u3001\u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u3092\u62fe\u3046\n3. **\u3010\u81ea\u52d5\u3011** Document AI \u304c\u66f8\u985e\u3092\u8aad\u307f\u3001\u9805\u76ee\u540d\u3068\u5024\u306e\u7d44\u30fb\u8868\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** Gemini API \u304c\u66f8\u985e\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u3001\u501f\u5165\u756a\u53f7\u30fb\u8fd4\u6e08\u65e5\u30fb\u5143\u91d1\u30fb\u5229\u606f\u30fb\u9069\u7528\u91d1\u5229\u30fb\u5229\u606f\u306e\u671f\u9593\u30fb\u6b8b\u9ad8\u3092\u6c7a\u307e\u3063\u305f\u5f62\u306b\u305d\u308d\u3048\u308b\n5. **\u3010\u81ea\u52d5\u3011** Apps Script \u304c\u501f\u5165\u756a\u53f7\u3067\u53f0\u5e33\u306e\u884c\u3092\u5f15\u304d\u3001\u501f\u5165\u3054\u3068\u306e\u6761\u4ef6\uff08\u65e5\u6570\u306e\u6570\u3048\u65b9\u3001\u5e74\u65e5\u6570\u3001\u7aef\u6570\u306e\u6271\u3044\uff09\u3092\u8aad\u3080\n6. **\u3010\u81ea\u52d5\u3011** Apps Script \u304c\u5143\u91d1\u3068\u6b8b\u9ad8\u3092\u6bd4\u3079\u3001\u5229\u606f\u3092\u53f0\u5e33\u306e\u6761\u4ef6\u3067\u691c\u7b97\u3057\u3001\u9069\u7528\u91d1\u5229\u3092\u53f0\u5e33\u306e\u91d1\u5229\u3068\u6bd4\u3079\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u98df\u3044\u9055\u3044\u306e\u8981\u7d20\u3054\u3068\u306b\u7406\u7531\u306e\u533a\u5206\u3092\u4ed8\u3051\u3001\u7167\u5408\u7d50\u679c\u306e\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u8fbc\u3080\n8. **\u3010\u4eba\u3011** \u8ca1\u52d9\u62c5\u5f53\u304c `match` \u4ee5\u5916\u306e\u884c\u3060\u3051\u3092\u958b\u304d\u3001\u7167\u4f1a\u3059\u308b\u304b\u53f0\u5e33\u3092\u76f4\u3059\u304b\u3092\u6c7a\u3081\u308b\n9. **\u3010\u4eba\u3011** \u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\u306f\u3001\u5185\u5bb9\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u53f0\u5e33\u306e\u91d1\u5229\u3092\u76f4\u3059\n10. **\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u5408\u3063\u305f\u3082\u306e\u306f\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u4ed5\u8a33\u306b\u56de\u3059\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002\u4eba\u304c\u898b\u308b\u306e\u306f\u5168\u4ef6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5408\u3063\u305f\u3082\u306e\u306f\u4e00\u89a7\u3067\u4ef6\u6570\u3092\u6d41\u3057\u898b\u3066\u7d42\u308f\u308a\u306b\u3057\u3001**\u98df\u3044\u9055\u3044\u3068\u51fa\u305f\u3082\u306e\u3068\u3001\u8aad\u307f\u53d6\u308a\u306b\u81ea\u4fe1\u306e\u306a\u3044\u3082\u306e\u3060\u3051\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002**\n\n**9\u756a\u76ee\u3067\u53f0\u5e33\u3092\u81ea\u52d5\u3067\u76f4\u3055\u306a\u3044\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u8aad\u307f\u9055\u3048\u3066\u66f8\u304d\u63db\u3048\u308b\u3068\u3001**\u4ee5\u5f8c\u306e\u3059\u3079\u3066\u306e\u7167\u5408\u304c\u8aa4\u3063\u305f\u91d1\u5229\u3092\u57fa\u6e96\u306b\u52d5\u304d\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u90f5\u9001\u306e\u66f8\u985e\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u306ePDF\u3068\u3042\u308f\u305b\u3066\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** Apps Script \u304c\u6570\u5206\u304a\u304d\u306b\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u3066\u3001\u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u3092\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** Document AI \u304c\u66f8\u985e\u3092\u8aad\u307f\u3001\u9805\u76ee\u540d\u3068\u5024\u306e\u7d44\u30fb\u8868\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** Gemini API \u304c\u66f8\u985e\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u3001\u501f\u5165\u756a\u53f7\u30fb\u8fd4\u6e08\u65e5\u30fb\u5143\u91d1\u30fb\u5229\u606f\u30fb\u9069\u7528\u91d1\u5229\u30fb\u5229\u606f\u306e\u671f\u9593\u30fb\u6b8b\u9ad8\u3092\u6c7a\u307e\u3063\u305f\u5f62\u306b\u305d\u308d\u3048\u308b","**\u3010\u81ea\u52d5\u3011** Apps Script \u304c\u501f\u5165\u756a\u53f7\u3067\u53f0\u5e33\u306e\u884c\u3092\u5f15\u304d\u3001\u501f\u5165\u3054\u3068\u306e\u6761\u4ef6\uff08\u65e5\u6570\u306e\u6570\u3048\u65b9\u3001\u5e74\u65e5\u6570\u3001\u7aef\u6570\u306e\u6271\u3044\uff09\u3092\u8aad\u3080","**\u3010\u81ea\u52d5\u3011** Apps Script \u304c\u5143\u91d1\u3068\u6b8b\u9ad8\u3092\u6bd4\u3079\u3001\u5229\u606f\u3092\u53f0\u5e33\u306e\u6761\u4ef6\u3067\u691c\u7b97\u3057\u3001\u9069\u7528\u91d1\u5229\u3092\u53f0\u5e33\u306e\u91d1\u5229\u3068\u6bd4\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u98df\u3044\u9055\u3044\u306e\u8981\u7d20\u3054\u3068\u306b\u7406\u7531\u306e\u533a\u5206\u3092\u4ed8\u3051\u3001\u7167\u5408\u7d50\u679c\u306e\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u8fbc\u3080","**\u3010\u4eba\u3011** \u8ca1\u52d9\u62c5\u5f53\u304c `match` \u4ee5\u5916\u306e\u884c\u3060\u3051\u3092\u958b\u304d\u3001\u7167\u4f1a\u3059\u308b\u304b\u53f0\u5e33\u3092\u76f4\u3059\u304b\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\u306f\u3001\u5185\u5bb9\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u53f0\u5e33\u306e\u91d1\u5229\u3092\u76f4\u3059","**\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u5408\u3063\u305f\u3082\u306e\u306f\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u4ed5\u8a33\u306b\u56de\u3059"],"architecture":"```\n\u8fd4\u6e08\u306e\u304a\u77e5\u3089\u305b\u30fb\u5229\u606f\u306e\u8a08\u7b97\u66f8\u30fb\u8fd4\u6e08\u4e88\u5b9a\u8868\u30fb\u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\uff08\u7d19\u30fbPDF\uff09\n   \u2502  \u7d19\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3078\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Google Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\uff08\u6570\u5206\u304a\u304d\uff09\nGoogle Apps Script \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d\u3001\u9280\u884c\u306e\u63a8\u5b9a\n   \u25bc\nGoogle Document AI\uff08Form Parser\uff09\n   \u2502   \u9805\u76ee\u540d\u3068\u5024\u306e\u7d44\u30fb\u8868\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n   \u25bc\nGemini API \u2500\u2500 \u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u9805\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051\n   \u2502   notice\uff08\u8fd4\u6e08\u524d\u306e\u4e88\u544a\uff09\uff0fstatement\uff08\u8fd4\u6e08\u5f8c\u306e\u78ba\u5b9a\uff09\uff0fschedule\uff0frate_change\n   \u25bc\nGoogle Apps Script \u2500\u2500 \u53f0\u5e33\u306e\u884c\u3092\u5f15\u304d\u3001\u5143\u91d1\u30fb\u5229\u606f\u30fb\u9069\u7528\u91d1\u5229\u3092\u691c\u7b97\n   \u2502   match\uff0fprincipal_diff\uff0finterest_diff\uff0frate_diff\uff0funmatched\uff0fneeds_review\n   \u251c\u2500\u2500\u25b6 \u7167\u5408\u7d50\u679c\u306e\u30b7\u30fc\u30c8\u3078\u3001\u8981\u7d20\u3054\u3068\u306e\u5dee\u3068\u7406\u7531\n   \u2514\u2500\u2500\u25b6 \u9280\u884c\u3078\u306e\u7167\u4f1a\u30e1\u30e2\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u3010\u4eba\u304c match \u4ee5\u5916\u3060\u3051\u78ba\u8a8d\u3011\u2500\u2500\u25b6 \u53f0\u5e33\u306e\u4fee\u6b63\u30fb\u4ed5\u8a33\u3078\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Google Document AI\uff08Form Parser\uff09 | Azure AI Document Intelligence |\n| \u751f\u6210AI | Gemini API\uff08\u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u53f0\u5e33\u306e\u9805\u76ee\u3078\u306e\u5bfe\u5fdc\u4ed8\u3051\uff09 | Claude API\u3001OpenAI API |\n| \u5dee\u7570\u8a08\u7b97 | Google Apps Script\uff08\u5229\u606f\u306e\u691c\u7b97\u3001\u5143\u91d1\u30fb\u6b8b\u9ad8\u30fb\u9069\u7528\u91d1\u5229\u306e\u7a81\u304d\u5408\u308f\u305b\uff09 | Python |\n| \u9023\u643a | Google Apps Script\uff08\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306e\u76e3\u8996\u3001\u53f0\u5e33\u306e\u8aad\u307f\u53d6\u308a\u3001\u7d50\u679c\u306e\u66f8\u304d\u8fbc\u307f\uff09 | Python |\n| \u4fdd\u7ba1 | Google \u30c9\u30e9\u30a4\u30d6\u3001Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | \u65e2\u5b58\u306e\u8cc7\u91d1\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u65b0\u3057\u304f\u4f5c\u308b\u306e\u306f\u3001\u53f0\u5e33\u306b\u8db3\u3059\u501f\u5165\u3054\u3068\u306e\u6761\u4ef6\u306e\u5217\u3067\u3059\u3002** \u65e5\u6570\u306e\u6570\u3048\u65b9\uff08\u7247\u7aef\u304b\u4e21\u7aef\u304b\uff09\u3001\u5e74\u65e5\u6570\u3001\u5229\u606f\u306e\u7aef\u6570\u306e\u6271\u3044\u3001\u8fd4\u6e08\u65e5\u304c\u4f11\u65e5\u306e\u3068\u304d\u306e\u6271\u3044\u3002**\u3069\u308c\u3082\u5951\u7d04\u66f8\u306b\u3042\u308a\u3001\u62c5\u5f53\u8005\u306e\u982d\u306e\u4e2d\u306b\u3057\u304b\u7121\u304b\u3063\u305f\u3082\u306e\u3067\u3059\u3002**\n\n**\u571f\u53f0\u306f Document AI \u306e Form Parser \u3067\u3059\u3002** \u516c\u5f0f\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u4e00\u89a7\u3067\u306f\u3001OCR\u306e\u30c6\u30ad\u30b9\u30c8\u306b\u52a0\u3048\u3066\u3001**\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\uff08\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\uff09\u3001\u8868\u3001\u4e00\u822c\u7684\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u62bd\u51fa\u3059\u308b**\u3068\u3055\u308c\u3001200\u3092\u8d85\u3048\u308b\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002\u8a00\u8a9e\u306e\u4e00\u89a7\u306b\u306f\u65e5\u672c\u8a9e\uff08`ja`\uff09\u304c\u3042\u308a\u307e\u3059\u3002\u30da\u30fc\u30b8\u306e\u4e0a\u9650\u306f\u540c\u671f\u51e6\u7406\u306715\u30da\u30fc\u30b8\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3067100\u30da\u30fc\u30b8\u3067\u3059\u3002\n\n**Form Parser \u306f\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u3067\u3001\u8ffd\u52a0\u3067\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u9280\u884c\u3054\u3068\u306b\u5b66\u7fd2\u3055\u305b\u306a\u3044\u4ee3\u308f\u308a\u306b\u3001**\u3069\u306e\u66f8\u5f0f\u3067\u3082\u9805\u76ee\u540d\u3068\u5024\u306e\u7d44\u3092\u8fd4\u3057\u307e\u3059\u3002** \u8fd4\u3063\u3066\u304f\u308b\u9805\u76ee\u540d\u306f\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u5b57\u305d\u306e\u3082\u306e\u3067\u3001\u300c\u7d04\u5b9a\u8fd4\u6e08\u5143\u91d1\u300d\u300c\u3054\u8fd4\u6e08\u5143\u91d1\u300d\u300c\u5143\u91d1\u300d\u306f\u5225\u306e\u30ad\u30fc\u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002**\u305d\u308d\u3048\u308b\u306e\u306f\u5f8c\u6bb5\u306e Gemini API \u306e\u4ed5\u4e8b\u3067\u3059\u3002**\n\n**\u4e00\u89a7\u306b\u306f\u9280\u884c\u306e\u53d6\u5f15\u660e\u7d30\u66f8\u5411\u3051\u306e Bank Statement Parser \u3082\u3042\u308a\u307e\u3059\u304c\u3001\u4f7f\u3044\u307e\u305b\u3093\u3002** \u540d\u7fa9\u30fb\u53e3\u5ea7\u30fb\u53d6\u5f15\u306a\u3069\u3092\u62bd\u51fa\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001**\u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3060\u3051**\u3067\u3059\u3002\u65e5\u672c\u306e\u9280\u884c\u306e\u66f8\u985e\u306f\u3001\u6c4e\u7528\u306e Form Parser \u3067\u8aad\u307f\u307e\u3059\u3002\n\n**\u8868\u306e\u8aad\u307f\u53d6\u308a\u306b\u306f\u9650\u308a\u304c\u3042\u308a\u307e\u3059\u3002** Form Parser \u306e\u8868\u306e\u62bd\u51fa\u306f\u3001**\u884c\u3084\u5217\u3092\u307e\u305f\u3050\u30bb\u30eb\u306e\u306a\u3044\u5358\u7d14\u306a\u8868**\u304c\u5bfe\u8c61\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u898b\u51fa\u3057\u304c2\u6bb5\u306e\u8fd4\u6e08\u4e88\u5b9a\u8868\u306f\u3001**\u5168\u6587\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u884c\u3092\u62fe\u3044\u76f4\u3057\u307e\u3059**\uff08\u7b2c7\u7ae0\uff09\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**Google Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u3067\u3001\u6570\u5206\u304a\u304d\u306b\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u307e\u3059\u3002** \u6642\u9593\u4e3b\u5c0e\u578b\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u6bce\u5206\u304b\u3089\u67081\u56de\u307e\u3067\u306e\u9593\u9694\u3067\u52d5\u304b\u305b\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8fd4\u6e08\u65e5\u306f\u9280\u884c\u3068\u501f\u5165\u3054\u3068\u306b\u6563\u3089\u3070\u3063\u3066\u3044\u308b\u305f\u3081\u3001**\u6708\u672b\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3057\u307e\u305b\u3093\u3002** \u8fd4\u6e08\u306e\u524d\u306b\u5c4a\u304f\u304a\u77e5\u3089\u305b\u306e\u6bb5\u968e\u3067\u98df\u3044\u9055\u3044\u3092\u898b\u3064\u3051\u308c\u3070\u3001\u5f15\u304d\u843d\u3068\u3057\u306e\u524d\u306b\u9280\u884c\u306b\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n\u5165\u308b\u7d4c\u8def\u306f2\u3064\u3067\u3059\u3002**\u90f5\u9001\u306e\u7d19\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u3082\u306e\u3068\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305fPDF**\u3067\u3059\u3002\u3069\u3061\u3089\u3082\u540c\u3058\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u3001\u305d\u3053\u304b\u3089\u5148\u306f\u533a\u5225\u3057\u307e\u305b\u3093\u3002**\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306f\u4eba\u304c\u884c\u3044\u307e\u3059**\uff08\u7b2c13\u7ae0\uff09\u3002\n\n**1\u56de\u306e\u5b9f\u884c\u3067\u51e6\u7406\u3059\u308b\u4ef6\u6570\u306b\u4e0a\u9650\u3092\u7f6e\u304d\u307e\u3059\u3002** Apps Script \u306e1\u56de\u306e\u5b9f\u884c\u306f6\u5206\u307e\u3067\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**1\u56de\u306b5\u4ef6\u307e\u3067\u3068\u3057\u3001\u6b8b\u308a\u306f\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3057\u307e\u3059\u3002** \u51e6\u7406\u6e08\u307f\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3059\u306e\u306f\u3001**\u7167\u5408\u7d50\u679c\u306e\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f\u307e\u3067\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| \u9280\u884c\u306e\u66f8\u985e | PDF\u307e\u305f\u306f\u753b\u50cf\u3002\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3068\u7d4c\u8def | \u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u9805\u76ee\u540d\u3068\u5024\u306e\u7d44\u3001\u8868\u306e\u30bb\u30eb\u3001\u5168\u6587\u306e\u30c6\u30ad\u30b9\u30c8\u3001**\u9805\u76ee\u3054\u3068\u306e\u4fe1\u983c\u5ea6** | Document AI\uff08Form Parser\uff09 |\n| \u501f\u5165\u91d1\u306e\u53f0\u5e33 | \u501f\u5165\u756a\u53f7\u3001\u9280\u884c\u3001\u8fd4\u6e08\u65e5\u3001\u7d04\u5b9a\u306e\u5143\u91d1\u3001\u4e88\u5b9a\u306e\u6b8b\u9ad8\u3001\u9069\u7528\u91d1\u5229 | Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u501f\u5165\u3054\u3068\u306e\u6761\u4ef6 | **\u65e5\u6570\u306e\u6570\u3048\u65b9\u3001\u5e74\u65e5\u6570\u3001\u5229\u606f\u306e\u7aef\u6570\u306e\u6271\u3044\u3001\u4f11\u65e5\u306e\u6271\u3044**\u3001\u91d1\u5229\u306e\u7a2e\u5225\u3068\u898b\u76f4\u3057\u65e5 | \u53f0\u5e33\u306b\u8db3\u3059\u5217 |\n| \u9280\u884c\u306e\u66f8\u5f0f\u30e1\u30e2 | \u501f\u5165\u756a\u53f7\u304c\u66f8\u304b\u308c\u308b\u6b04\u306e\u540d\u524d\u3001\u4e88\u544a\u3068\u78ba\u5b9a\u306e\u898b\u5206\u3051\u65b9\u3001\u5229\u606f\u306e\u671f\u9593\u306e\u66f8\u304d\u65b9 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u55b6\u696d\u65e5\u30ab\u30ec\u30f3\u30c0\u30fc | \u571f\u65e5\u30fb\u795d\u65e5\u30fb\u5e74\u672b\u5e74\u59cb\u306e\u9280\u884c\u4f11\u696d\u65e5 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u501f\u5165\u3054\u3068\u306e\u6761\u4ef6\u306e\u5217\u3067\u3059\u3002** **\u7247\u7aef\u3068\u4e21\u7aef\u306e\u9055\u3044\u3060\u3051\u30671\u65e5\u5206\u306e\u5229\u606f\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u5dee\u304c\u9280\u884c\u306e\u8aa4\u308a\u304b\u81ea\u793e\u306e\u6570\u3048\u65b9\u306e\u8aa4\u308a\u304b\u3092\u5206\u3051\u308b\u306b\u306f\u3001\u6761\u4ef6\u3092\u53f0\u5e33\u306b\u66f8\u3044\u3066\u304a\u304f\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u55b6\u696d\u65e5\u30ab\u30ec\u30f3\u30c0\u30fc\u306f\u3001\u8fd4\u6e08\u65e5\u306e\u305a\u308c\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306b\u6301\u3061\u307e\u3059\u3002** \u8fd4\u6e08\u65e5\u304c\u4f11\u65e5\u3067\u7fcc\u55b6\u696d\u65e5\u306b\u305a\u308c\u308b\u3068\u3001\u5229\u606f\u306e\u65e5\u6570\u304c\u4f38\u3073\u307e\u3059\u3002**\u7406\u7531\u3068\u3057\u3066\u4ed8\u3051\u3089\u308c\u306a\u3044\u3068\u3001\u6bce\u6708\u540c\u3058\u98df\u3044\u9055\u3044\u304c\u4eba\u306b\u56de\u3063\u3066\u304d\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f\u3001Apps Script \u304b\u3089 Document AI \u306e\u51e6\u7406\u306eAPI\u3092\u547c\u3076\u3060\u3051\u3067\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u3092\u6e21\u3059\u3068\u3001`Document` \u3068\u3044\u3046\u5f62\u306e\u5fdc\u7b54\u304c\u8fd4\u308a\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u5fdc\u7b54\u306e\u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u9805\u76ee\u540d\u3068\u5024\u306e\u7d44 | `pages[].formFields[]` \u306e `fieldName` \u3068 `fieldValue` | \u501f\u5165\u756a\u53f7\u3001\u8fd4\u6e08\u65e5\u3001\u5143\u91d1\u3001\u5229\u606f\u3001\u9069\u7528\u91d1\u5229\u3001\u6b8b\u9ad8 |\n| \u8868 | `pages[].tables[]` \u306e `headerRows` \u3068 `bodyRows` | \u8fd4\u6e08\u4e88\u5b9a\u8868\u306e\u5404\u56de\u306e\u884c |\n| \u5168\u6587\u306e\u30c6\u30ad\u30b9\u30c8 | `text` \u3068\u3001\u5404\u8981\u7d20\u306e `textAnchor` | \u8868\u3068\u3057\u3066\u53d6\u308c\u306a\u304b\u3063\u305f\u884c\u3001\u5229\u606f\u306e\u671f\u9593\u306e\u8a18\u8f09\u3092\u62fe\u3044\u76f4\u3059 |\n| \u4fe1\u983c\u5ea6 | \u5404\u8981\u7d20\u306e `layout` \u306e `confidence` | \u91d1\u984d\u30fb\u91d1\u5229\u30fb\u65e5\u4ed8\u306e\u8aad\u307f\u53d6\u308a\u304c\u78ba\u304b\u304b\u306e\u5224\u5b9a |\n\n**\u91d1\u5229\u306f\u3001\u4fe1\u983c\u5ea6\u3068\u3042\u308f\u305b\u3066\u53d6\u308a\u307e\u3059\u3002** \u300c1.875\uff05\u300d\u3068\u300c1.375\uff05\u300d\u306e\u9055\u3044\u306f\u3001\u5229\u606f\u306e\u984d\u3092\u307e\u308b\u3054\u3068\u5909\u3048\u307e\u3059\u3002**\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u91d1\u5229\u3084\u91d1\u984d\u306f\u3001\u305d\u306e\u66f8\u985e\u3092 `needs_review` \u306b\u3057\u3066\u4eba\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**\u53f0\u5e33\u306f\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3092\u8aad\u3080\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002** \u5f15\u304f\u9806\u306f**\u501f\u5165\u756a\u53f7\u304c\u5148**\u3067\u3001\u756a\u53f7\u304c\u7121\u3044\u66f8\u985e\u306b\u9650\u308a\u9280\u884c\u30fb\u8fd4\u6e08\u65e5\u30fb\u5143\u91d1\u306e\u7d44\u3067\u5019\u88dc\u3092\u51fa\u3057\u307e\u3059\u3002**\u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u3042\u308c\u3070\u9078\u3070\u305a\u3001`unmatched` \u306b\u3057\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 Form Parser \u306e\u5bfe\u8c61\u306f PDF\u3001GIF\u3001TIFF\u3001JPEG\u3001PNG\u3001BMP\u3001WebP \u3067\u3059\u3002\u305d\u308c\u4ee5\u5916\u306f PDF \u306b\u3057\u307e\u3059\n2. **\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u540c\u671f\u51e6\u7406\u306f15\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\u3002\u671f\u9593\u306e\u9577\u3044\u8fd4\u6e08\u4e88\u5b9a\u8868\u306715\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b\u3082\u306e\u306f\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u56de\u3057\u307e\u3059\n3. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u516c\u5f0f\u306b\u306f\u3001OCR\u306e\u7cbe\u5ea6\u306e\u305f\u3081\u306b\u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u304c\u671b\u307e\u3057\u3044\u3068\u3055\u308c\u3001300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u3088\u3044\u7d50\u679c\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8907\u5408\u6a5f\u306e\u65e2\u5b9a\u306e\u8a2d\u5b9a\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u5727\u7e2e\u306e\u78ba\u8a8d** \u2026 JPEG \u306e\u3088\u3046\u306a\u975e\u53ef\u9006\u306e\u5f62\u5f0f\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u3092\u5c0f\u3055\u304f\u3059\u308b\u3068\u7cbe\u5ea6\u304c\u843d\u3061\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4fdd\u5b58\u5f62\u5f0f\u306f PDF \u306b\u3057\u307e\u3059\n5. **\u9280\u884c\u306e\u63a8\u5b9a** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u30011\u30da\u30fc\u30b8\u76ee\u306e\u9280\u884c\u540d\u3068\u30ed\u30b4\u306e\u8fd1\u304f\u306e\u6587\u5b57\u304b\u3089\u9280\u884c\u3092\u63a8\u5b9a\u3057\u3001\u66f8\u5f0f\u30e1\u30e2\u3092\u5f15\u304d\u307e\u3059\n6. **1\u30d5\u30a1\u30a4\u30eb\u306b\u8907\u6570\u306e\u66f8\u985e\u304c\u306a\u3044\u304b\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u5c01\u7b52\u306e\u300c\u304a\u77e5\u3089\u305b\u300d\u3068\u300c\u8a08\u7b97\u66f8\u300d\u3092\u307e\u3068\u3081\u3066\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u3082\u306e\u306f\u3001\u30da\u30fc\u30b8\u3067\u5206\u3051\u307e\u3059\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u501f\u5165\u756a\u53f7\u30fb\u8fd4\u6e08\u65e5\u30fb\u66f8\u985e\u306e\u7a2e\u985e\u306e\u3082\u306e\u304c\u76f4\u8fd1\u306b\u3042\u308c\u3070\u3001\u65e2\u51e6\u7406\u3068\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4e88\u544a\u3068\u78ba\u5b9a\u304c1\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u3042\u308b\u3068\u30012\u3064\u306e\u6570\u5b57\u304c\u6df7\u3056\u308a\u307e\u3059\u3002**\u8fd4\u6e08\u65e5\u304c\u305a\u308c\u308b\u3068\u4e88\u544a\u3068\u78ba\u5b9a\u306e\u5229\u606f\u306f\u9055\u3046\u984d\u306b\u306a\u308b**\u306e\u3067\u3001\u6df7\u3056\u308b\u3068\u7406\u7531\u304c\u4ed8\u3051\u3089\u308c\u307e\u305b\u3093\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3092\u898b\u5206\u3051\u3001\u66f8\u304b\u308c\u305f\u6570\u5b57\u3092\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306b\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u8a08\u7b97\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u5199\u3059\u9805\u76ee | \u5f53\u305f\u308b\u3082\u306e\u306e\u4f8b | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u66f8\u985e\u306e\u7a2e\u985e | \u8fd4\u6e08\u524d\u306e\u300c\u3054\u8fd4\u6e08\u306e\u304a\u77e5\u3089\u305b\u300d\u3001\u8fd4\u6e08\u5f8c\u306e\u300c\u5229\u606f\u8a08\u7b97\u66f8\u300d\u3001\u8fd4\u6e08\u4e88\u5b9a\u8868\u3001\u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b | \u4e88\u544a\u304b\u78ba\u5b9a\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `unknown` |\n| \u501f\u5165\u756a\u53f7 | \u300c\u304a\u501f\u5165\u756a\u53f7\u300d\u300c\u53e3\u5ea7\u756a\u53f7\u300d\u300c\u878d\u8cc7\u756a\u53f7\u300d | \u8aad\u3081\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3066 `needs_review` |\n| \u8fd4\u6e08\u65e5 | \u300c\u3054\u8fd4\u6e08\u65e5\u300d\u300c\u7d04\u5b9a\u65e5\u300d\u300c\u304a\u53d6\u5f15\u65e5\u300d | \u8907\u6570\u306e\u65e5\u4ed8\u304c\u3042\u308a\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070\u7a7a |\n| \u5143\u91d1\u30fb\u5229\u606f\u30fb\u5408\u8a08 | \u300c\u3054\u8fd4\u6e08\u5143\u91d1\u300d\u300c\u304a\u5229\u606f\u300d\u300c\u3054\u8fd4\u6e08\u984d\u5408\u8a08\u300d | \u5408\u8a08\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u5143\u91d1\u3068\u5229\u606f\u306f\u7a7a |\n| \u9069\u7528\u91d1\u5229 | \u300c\u9069\u7528\u5229\u7387\u300d\u300c\u3054\u878d\u8cc7\u5229\u7387\u300d\u3002\u57fa\u6e96\u91d1\u5229\u3068\u30b9\u30d7\u30ec\u30c3\u30c9\u304c\u5206\u3051\u3066\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u4e21\u65b9 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u3002**\u53f0\u5e33\u306e\u91d1\u5229\u3067\u57cb\u3081\u306a\u3044** |\n| \u5229\u606f\u306e\u671f\u9593\u3068\u65e5\u6570 | \u300c\u5229\u606f\u8a08\u7b97\u671f\u9593 4\u670825\u65e5\u301c5\u670826\u65e5\uff0831\u65e5\uff09\u300d | \u671f\u9593\u3060\u3051\u3067\u65e5\u6570\u304c\u7121\u3051\u308c\u3070\u65e5\u6570\u306f\u7a7a |\n| \u6b8b\u9ad8 | \u300c\u8fd4\u6e08\u5f8c\u6b8b\u9ad8\u300d\u300c\u304a\u501f\u5165\u6b8b\u9ad8\u300d | \u8fd4\u6e08\u524d\u304b\u8fd4\u6e08\u5f8c\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `balance_basis` \u3092 `unknown` |\n\n**\u53f3\u7aef\u306e\u5217\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u533a\u5225\u3067\u3059\u3002** \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u3092\u3001\u53f0\u5e33\u306e\u5024\u3084\u8a08\u7b97\u3067\u57cb\u3081\u3055\u305b\u307e\u305b\u3093\u3002**\u7279\u306b\u9069\u7528\u91d1\u5229\u3068\u65e5\u6570\u306f\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u306b\u3057\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5229\u606f\u306e\u8a08\u7b97\u30fb\u691c\u7b97 | \u639b\u3051\u7b97\u3068\u5272\u308a\u7b97\u3067\u6c7a\u307e\u308b\u3002Apps Script \u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3067\u884c\u3046 |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u91d1\u5229\u3084\u65e5\u6570\u306e\u88dc\u5b8c | \u53f0\u5e33\u306e\u5024\u3067\u57cb\u3081\u308b\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u5fc5\u305a\u300c\u4e00\u81f4\u300d\u306b\u306a\u308b |\n| \u4e88\u544a\u306e\u984d\u3092\u78ba\u5b9a\u306e\u984d\u3068\u3057\u3066\u6271\u3046\u3053\u3068 | \u8fd4\u6e08\u65e5\u306e\u305a\u308c\u3067\u984d\u304c\u5909\u308f\u308b\u3002\u7a2e\u985e\u306f\u66f8\u304b\u308c\u305f\u8a9e\u3067\u6c7a\u3081\u308b |\n| \u501f\u5165\u756a\u53f7\u306e\u88dc\u5b8c | \u4f3c\u305f\u756a\u53f7\u306b\u5bc4\u305b\u308b\u3068\u3001\u5225\u306e\u501f\u5165\u306e\u53f0\u5e33\u3068\u7167\u5408\u3055\u308c\u308b |\n| \u98df\u3044\u9055\u3044\u306e\u539f\u56e0\u306e\u63a8\u6e2c | \u7406\u7531\u306e\u533a\u5206\u306f Apps Script \u304c\u8981\u7d20\u3054\u3068\u306e\u5dee\u304b\u3089\u4ed8\u3051\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u9069\u7528\u91d1\u5229\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u8a08\u7b97\u66f8\u3092\u6e21\u3059\u3068\u3001AI\u306f\u5229\u606f\u3068\u6b8b\u9ad8\u304b\u3089\u91d1\u5229\u3092\u9006\u7b97\u3057\u3066\u57cb\u3081\u307e\u3059\u3002**\u305d\u306e\u77ac\u9593\u3001\u91d1\u5229\u306e\u898b\u76f4\u3057\u306e\u898b\u843d\u3068\u3057\u304c\u300c\u4e00\u81f4\u300d\u306b\u3059\u308a\u66ff\u308f\u308a\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\u8ca1\u52d9\u90e8\u9580\u3067\u3001\u53d6\u5f15\u9280\u884c\u304b\u3089\u5c4a\u3044\u305f\u501f\u5165\u91d1\u306e\u66f8\u985e\u3092\u8aad\u307f\u3001\n\u501f\u5165\u91d1\u306e\u53f0\u5e33\u3068\u7167\u5408\u3059\u308b\u305f\u3081\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. \u66f8\u985e\u306e\u7a2e\u985e\u3092\u6b21\u304b\u30891\u3064\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n   - notice ...... \u8fd4\u6e08\u65e5\u3088\u308a\u524d\u306b\u5c4a\u304f\u4e88\u544a\uff08\u300c\u3054\u8fd4\u6e08\u306e\u304a\u77e5\u3089\u305b\u300d\u300c\u3054\u8fd4\u6e08\u4e88\u5b9a\u984d\u300d\u306a\u3069\uff09\n   - statement ... \u8fd4\u6e08\u5f8c\u306e\u78ba\u5b9a\uff08\u300c\u5229\u606f\u8a08\u7b97\u66f8\u300d\u300c\u3054\u8fd4\u6e08\u660e\u7d30\u300d\u300c\u304a\u53d6\u5f15\u660e\u7d30\u300d\u306a\u3069\uff09\n   - schedule .... \u8fd4\u6e08\u4e88\u5b9a\u8868\uff08\u8907\u6570\u56de\u5206\u306e\u8fd4\u6e08\u65e5\u30fb\u5143\u91d1\u30fb\u5229\u606f\u30fb\u6b8b\u9ad8\u306e\u8868\uff09\n   - rate_change . \u9069\u7528\u91d1\u5229\u306e\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\n   - unknown ..... \u4e0a\u306e\u3069\u308c\u304b\u6c7a\u3081\u3089\u308c\u306a\u3044\n2. \u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6570\u5b57\u3092\u3001\u6307\u5b9a\u306e\u9805\u76ee\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   \u8fd4\u6e08\u4e88\u5b9a\u8868\u306e\u3068\u304d\u306f\u3001\u8868\u306e\u5404\u56de\u30921\u884c\u305a\u3064 installments \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u6570\u5b57\u306f\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u3082\u306e\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6841\u533a\u5207\u308a\u3084\u300c\u5186\u300d\u300c\uff05\u300d\u306f\u5916\u3057\u3066\u304b\u307e\u3044\u307e\u305b\u3093\u304c\u3001\u5024\u306f\u5909\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u9069\u7528\u91d1\u5229\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306b\u3001\n  \u5229\u606f\u3068\u6b8b\u9ad8\u304b\u3089\u9006\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u307e\u3059\u3002\n- \u5229\u606f\u306e\u65e5\u6570\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306b\u3001\u671f\u9593\u304b\u3089\u6570\u3048\u3066\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5143\u91d1\u3068\u5229\u606f\u306e\u5408\u8a08\u3057\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306b\u3001\u5143\u91d1\u3068\u5229\u606f\u306b\u5206\u3051\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u501f\u5165\u756a\u53f7\u306f\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e loan_ref \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6841\u3092\u88dc\u3046\u3001\u4f3c\u305f\u756a\u53f7\u306b\u76f4\u3059\u3053\u3068\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u307e\u3059\u3002\n- \u300c\u4e88\u5b9a\u300d\u300c\u304a\u77e5\u3089\u305b\u300d\u3068\u66f8\u304b\u308c\u305f\u984d\u3092\u3001\u78ba\u5b9a\u3057\u305f\u984d\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e88\u544a\u304b\u78ba\u5b9a\u304b\u306f\u3001\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u8a9e\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6b8b\u9ad8\u304c\u8fd4\u6e08\u524d\u306e\u6b8b\u9ad8\u304b\u8fd4\u6e08\u5f8c\u306e\u6b8b\u9ad8\u304b\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\n  balance_basis \u3092 unknown \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u98df\u3044\u9055\u3044\u306e\u539f\u56e0\u3084\u3001\u53f0\u5e33\u3068\u306e\u6bd4\u8f03\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u5404\u5024\u306e\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u501f\u5165\u306e\u66f8\u985e\u3067\u306a\u3044\u3082\u306e\uff08\u9810\u91d1\u306e\u660e\u7d30\u3001\u624b\u6570\u6599\u306e\u6848\u5185\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\n  \u5199\u3055\u305a\u306b document_type \u3092 other \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{ocr_result}\n\u3010\u3053\u306e\u9280\u884c\u306e\u66f8\u5f0f\u30e1\u30e2\u3011{bank_note}\n```\n\n**\u300c\u9006\u7b97\u3057\u3066\u57cb\u3081\u306a\u3044\u300d\u3068\u300c\u671f\u9593\u304b\u3089\u6570\u3048\u3066\u57cb\u3081\u306a\u3044\u300d\u3092\u5206\u3051\u3066\u66f8\u304f\u306e\u306f\u3001\u7247\u65b9\u3060\u3051\u3067\u306f\u6b62\u307e\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u91d1\u5229\u306e\u9006\u7b97\u3060\u3051\u3092\u7981\u3058\u308b\u3068\u65e5\u6570\u3092\u6570\u3048\u3066\u57cb\u3081\u3001**\u9280\u884c\u304c\u7247\u7aef\u3068\u4e21\u7aef\u306e\u3069\u3061\u3089\u3067\u6570\u3048\u305f\u304b\u3068\u3044\u3046\u60c5\u5831\u304c\u6d88\u3048\u307e\u3059\u3002**\n### \u51fa\u529b\u5f62\u5f0f\n\n**Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u306b\u56fa\u5b9a\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001\u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046\u5fdc\u7b54\u3092\u751f\u6210\u3055\u305b\u3089\u308c\u308b\u3068\u3055\u308c\u3001`enum` \u3067\u5024\u306e\u5019\u88dc\u3092\u9650\u308a\u3001`required` \u3067\u5fc5\u9808\u306e\u9805\u76ee\u3092\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002\n\n```json\n{\n  \"document_type\": \"notice | statement | schedule | rate_change | unknown | other\",\n  \"bank_name\": \"\",\n  \"loan_ref\": \"\",\n  \"payment_date\": \"\",\n  \"principal\": null,\n  \"interest\": null,\n  \"total_payment\": null,\n  \"rate\": { \"applied\": null, \"base\": null, \"spread\": null, \"effective_from\": \"\" },\n  \"interest_period\": { \"from\": \"\", \"to\": \"\", \"days\": null },\n  \"balance\": null,\n  \"balance_basis\": \"after | before | unknown\",\n  \"installments\": [],\n  \"evidence\": [{ \"field\": \"\", \"text\": \"\", \"confidence\": 0 }]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001AI\u306e\u4ed5\u4e8b\u3068\u8a08\u7b97\u306e\u4ed5\u4e8b\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** JSON\u306fAI\u304c\u57cb\u3081\u3001\u691c\u7b97\u3068\u5224\u5b9a\u306f Apps Script \u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u72b6\u614b | \u4ed8\u3051\u308b\u6761\u4ef6\uff08Apps Script \u304c\u6c7a\u3081\u308b\uff09 |\n|:--|:--|\n| `match` | \u5143\u91d1\u30fb\u6b8b\u9ad8\u304c\u53f0\u5e33\u3068\u4e00\u81f4\u3057\u3001\u5229\u606f\u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3067\u691c\u7b97\u3057\u305f\u984d\u3068\u7aef\u6570\u306e\u7bc4\u56f2\u3067\u4e00\u81f4\u3057\u3001\u9069\u7528\u91d1\u5229\u304c\u53f0\u5e33\u3068\u4e00\u81f4 |\n| `principal_diff` | \u5143\u91d1\u307e\u305f\u306f\u6b8b\u9ad8\u304c\u53f0\u5e33\u306e\u4e88\u5b9a\u3068\u9055\u3046 |\n| `interest_diff` | \u5143\u91d1\u306f\u5408\u3046\u304c\u3001\u5229\u606f\u304c\u691c\u7b97\u306e\u984d\u3068\u9055\u3046 |\n| `rate_diff` | \u66f8\u985e\u306e\u9069\u7528\u91d1\u5229\u304c\u53f0\u5e33\u306e\u91d1\u5229\u3068\u9055\u3046 |\n| `unmatched` | \u501f\u5165\u756a\u53f7\u3067\u53f0\u5e33\u306e\u884c\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u307e\u305f\u306f\u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u3042\u308b |\n| `needs_review` | \u91d1\u984d\u30fb\u91d1\u5229\u30fb\u65e5\u4ed8\u306e\u4fe1\u983c\u5ea6\u304c\u57fa\u6e96\u3092\u4e0b\u56de\u308b\u3001\u307e\u305f\u306f\u7a2e\u985e\u304c `unknown` |\n\n**`interest_diff` \u306b\u306f\u3001\u8981\u7d20\u3054\u3068\u306e\u7406\u7531\u3092\u4ed8\u3051\u307e\u3059\u3002** Apps Script \u306f\u3001\u66f8\u985e\u306e\u65e5\u6570\u3068\u53f0\u5e33\u306e\u65e5\u6570\u3001\u66f8\u985e\u306e\u91d1\u5229\u3068\u53f0\u5e33\u306e\u91d1\u5229\u3092\u5225\u3005\u306b\u6bd4\u3079\u3001**\u3069\u308c\u304c\u9055\u3046\u306e\u304b\u3092 `reason` \u306b\u5165\u308c\u307e\u3059\u3002**\n\n| `reason` | \u610f\u5473 |\n|:--|:--|\n| `days_holiday_shift` | \u8fd4\u6e08\u65e5\u304c\u4f11\u65e5\u3067\u7fcc\u55b6\u696d\u65e5\u306b\u305a\u308c\u3001\u65e5\u6570\u304c\u4f38\u3073\u305f\u3002\u55b6\u696d\u65e5\u30ab\u30ec\u30f3\u30c0\u30fc\u3067\u8aac\u660e\u304c\u3064\u304f |\n| `days_count_method` | \u65e5\u6570\u306e\u6570\u3048\u65b9\uff08\u7247\u7aef\u30fb\u4e21\u7aef\uff09\u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u9055\u3046 |\n| `rate_not_updated` | \u66f8\u985e\u306e\u91d1\u5229\u304c\u53f0\u5e33\u3068\u9055\u3046\u3002\u53f0\u5e33\u306e\u91d1\u5229\u306e\u66f4\u65b0\u6f0f\u308c\u304c\u7591\u308f\u308c\u308b |\n| `rounding` | \u5dee\u304c\u7aef\u6570\u306e\u7bc4\u56f2\u3002\u53f0\u5e33\u306e\u7aef\u6570\u306e\u6271\u3044\u3068\u9055\u3046 |\n| `unexplained` | \u4e0a\u306e\u3069\u308c\u3067\u3082\u8aac\u660e\u3067\u304d\u306a\u3044 |\n\n**2\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3063\u3066\u3044\u3066\u3082\u5024\u304c\u6b63\u3057\u3044\u3068\u306f\u9650\u3089\u306a\u3044\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306b\u3082\u3001**\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5074\u3067\u691c\u8a3c\u3059\u308b**\u3088\u3046\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u5143\u91d1\u3068\u5229\u606f\u306e\u548c\u304c `total_payment` \u3068\u5408\u308f\u306a\u3051\u308c\u3070 `needs_review` \u306b\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`evidence` \u3067\u78ba\u8a8d\u304c\u901f\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002** \u5229\u606f\u306e\u671f\u9593\u306e\u539f\u6587\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u753b\u50cf\u3092\u958b\u304f\u524d\u306b\u9280\u884c\u306e\u6570\u3048\u65b9\u304c\u5206\u304b\u308a\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0 | Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc | \u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u3092\u62fe\u3046 |\n| Document AI | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u540d\u3068\u5024\u306e\u7d44\u30fb\u8868\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Gemini API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u9805\u76ee\u3078\u306e\u5bfe\u5fdc\u4ed8\u3051 |\n| \u501f\u5165\u91d1\u306e\u53f0\u5e33 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a | \u4e88\u5b9a\u306e\u5143\u91d1\u30fb\u6b8b\u9ad8\u30fb\u91d1\u5229\u3068\u3001\u501f\u5165\u3054\u3068\u306e\u6761\u4ef6 |\n| \u7167\u5408\u7d50\u679c\u306e\u30b7\u30fc\u30c8 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u8fbc\u307f | \u8981\u7d20\u3054\u3068\u306e\u5dee\u3001\u72b6\u614b\u3001\u7406\u7531\u3001\u6839\u62e0\u306e\u6587\u5b57\u5217 |\n| \u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u66f8\u304d\u8fbc\u307e\u306a\u3044 | \u4ed5\u8a33\u306f\u65e2\u5b58\u306e\u624b\u9806\u3067\u884c\u3046 |\n\n**\u501f\u5165\u91d1\u306e\u53f0\u5e33\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u66f8\u304d\u8fbc\u3080\u306e\u306f\u5225\u30b7\u30fc\u30c8\u306e\u7167\u5408\u7d50\u679c\u3060\u3051\u3067\u3059\u3002**\u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\u3092\u8aad\u3093\u3060\u3068\u304d\u3082\u3001\u53f0\u5e33\u306e\u91d1\u5229\u306f\u76f4\u3057\u307e\u305b\u3093\u3002** \u7167\u5408\u7d50\u679c\u306b\u300c`rate_change` \u3092\u53d7\u3051\u53d6\u3063\u305f\u3002\u53f0\u5e33\u306e\u91d1\u5229\u306f\u672a\u66f4\u65b0\u300d\u3068\u51fa\u3057\u3001\u4eba\u304c\u76f4\u3057\u307e\u3059\u3002\n\n**\u9280\u884c\u3078\u306e\u7167\u4f1a\u30e1\u30e2\u306e\u4e0b\u66f8\u304d\u306f\u3001`unexplained` \u3068 `rate_diff` \u306b\u3060\u3051\u4f5c\u308a\u307e\u3059\u3002** \u5b9b\u5148\u306f\u9280\u884c\u306e\u62c5\u5f53\u8005\u3067\u3059\u304c\u3001**\u9001\u308b\u306e\u306f\u8ca1\u52d9\u62c5\u5f53\u3067\u3059\u3002** \u4e0b\u66f8\u304d\u306b\u306f\u501f\u5165\u756a\u53f7\u3001\u8fd4\u6e08\u65e5\u3001\u66f8\u985e\u306e\u5024\u3001\u81ea\u793e\u306e\u691c\u7b97\u306e\u5024\u3001\u3069\u306e\u8981\u7d20\u304c\u9055\u3046\u304b\u3092\u4e26\u3079\u3001\u9280\u884c\u306e\u62c5\u5f53\u8005\u304c\u81ea\u5206\u306e\u8a08\u7b97\u3068\u6bd4\u3079\u3084\u3059\u3044\u5f62\u306b\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `match` \u4ee5\u5916\u306e\u884c\u3060\u3051\u3067\u3059\u3002** `match` \u306e\u3082\u306e\u306f\u4e00\u89a7\u3067\u4ef6\u6570\u3068\u9280\u884c\u3092\u6d41\u3057\u898b\u307e\u3059\u3002\u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e9.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`needs_review` \u3092\u5148\u306b\u898b\u308b** \u2026 \u91d1\u984d\u30fb\u91d1\u5229\u30fb\u65e5\u4ed8\u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u3066\u76f4\u3057\u307e\u3059\n2. **`rate_diff` \u3092\u898b\u308b** \u2026 \u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u304b\u3001\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3068\u7167\u5408\u7d50\u679c\u3092\u63a2\u3057\u307e\u3059\u3002**\u5c4a\u3044\u3066\u3044\u308c\u3070\u53f0\u5e33\u3092\u76f4\u3057\u3001\u5c4a\u3044\u3066\u3044\u306a\u3051\u308c\u3070\u9280\u884c\u306b\u78ba\u304b\u3081\u307e\u3059**\n3. **`interest_diff` \u306e `reason` \u3092\u8aad\u3080** \u2026 `days_holiday_shift` \u3068 `rounding` \u306f\u8aac\u660e\u304c\u3064\u304f\u3082\u306e\u3068\u3057\u3066\u6d41\u3057\u3001`days_count_method` \u306f\u5951\u7d04\u66f8\u3067\u78ba\u304b\u3081\u307e\u3059\n4. **`unexplained` \u3068 `principal_diff` \u3092\u7167\u4f1a\u306b\u56de\u3059** \u2026 \u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u9280\u884c\u3078\u9001\u308a\u307e\u3059\n5. **\u5224\u65ad\u3092\u8a18\u9332\u3059\u308b** \u2026 \u53f0\u5e33\u3092\u76f4\u3057\u305f\u304b\u3001\u9280\u884c\u306e\u8aa4\u308a\u304b\u3001\u7167\u4f1a\u4e2d\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u9069\u7528\u91d1\u5229\u306e\u98df\u3044\u9055\u3044\u306f\u3001**\u653e\u3063\u3066\u304a\u304f\u3068\u7fcc\u6708\u4ee5\u964d\u306e\u5168\u90e8\u306e\u4e88\u5b9a\u306b\u4e57\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u300190\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u958b\u304f\u306e\u306f3\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u53f0\u5e33\u306e\u6761\u4ef6\u306e\u5217\u304c\u57cb\u307e\u3063\u3066\u3044\u306a\u3044\u501f\u5165\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8fd4\u6e08\u4e88\u5b9a\u8868\u304c15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b | \u540c\u671f\u51e6\u7406\u306e\u4e0a\u9650\u3002\u30d0\u30c3\u30c1\u51e6\u7406\uff08100\u30da\u30fc\u30b8\u307e\u3067\uff09\u306b\u56de\u3059 |\n| \u8868\u304c2\u6bb5\u306e\u898b\u51fa\u3057\u3067\u53d6\u308c\u306a\u3044 | \u5358\u7d14\u306a\u8868\u304c\u5bfe\u8c61\u3002**\u5168\u6587\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u884c\u3092\u62fe\u3044\u76f4\u3057\u3001`needs_review` \u3092\u4ed8\u3051\u308b** |\n| \u4e88\u544a\u3068\u78ba\u5b9a\u304c1\u30d5\u30a1\u30a4\u30eb\u306b\u5165\u3063\u3066\u3044\u308b | \u30da\u30fc\u30b8\u3067\u5206\u5272\u3057\u3066\u518d\u6295\u5165\u3002\u5206\u3051\u3089\u308c\u306a\u3051\u308c\u3070 `needs_review` |\n| \u7e70\u4e0a\u8fd4\u6e08\u30fb\u6761\u4ef6\u5909\u66f4\u306e\u76f4\u5f8c | \u53f0\u5e33\u306e\u4e88\u5b9a\u304c\u53e4\u3044\u3002**\u65b0\u3057\u3044\u8fd4\u6e08\u4e88\u5b9a\u8868\u304c\u5c4a\u304f\u307e\u3067\u3001\u305d\u306e\u501f\u5165\u306f `needs_review`** |\n| \u66f8\u985e\u306b\u9069\u7528\u91d1\u5229\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u91d1\u5229\u306e\u7167\u5408\u306f\u300c\u66f8\u985e\u304b\u3089\u306f\u78ba\u304b\u3081\u3089\u308c\u306a\u3044\u300d\u3068\u3057\u3066\u3001\u5229\u606f\u306e\u691c\u7b97\u3060\u3051\u884c\u3046 |\n| \u501f\u5165\u756a\u53f7\u304c\u8aad\u3081\u306a\u3044 | \u9280\u884c\u30fb\u8fd4\u6e08\u65e5\u30fb\u5143\u91d1\u3067\u5019\u88dc\u3092\u51fa\u3057\u3001**1\u3064\u306b\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u9078\u3070\u306a\u3044** |\n| \u501f\u5165\u306e\u66f8\u985e\u3067\u306a\u3044\u3082\u306e\u304c\u6df7\u3056\u308b | `document_type` \u304c `other`\u3002\u7167\u5408\u305b\u305a\u62c5\u5f53\u8005\u3078\u623b\u3059 |\n| \u5143\u91d1\u3068\u5229\u606f\u306e\u548c\u304c\u5408\u8a08\u3068\u5408\u308f\u306a\u3044 | `needs_review` \u306b\u3059\u308b |\n| API\u304c\u5fdc\u7b54\u3057\u306a\u3044\u30016\u5206\u3092\u8d85\u3048\u308b | \u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u66f8\u304d\u8fbc\u307f\u6210\u529f\u6642\u3060\u3051** |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u624b\u9593\u306e\u304b\u304b\u308b\u4f8b\u5916\u3067\u3059\u3002** \u4f5c\u308a\u76f4\u3057\u305f\u8fd4\u6e08\u4e88\u5b9a\u8868\u304c\u5c4a\u304f\u307e\u3067\u306e\u66f8\u985e\u306f\u3001\u53e4\u3044\u4e88\u5b9a\u3068\u6bd4\u3079\u308b\u3068\u5168\u90e8\u98df\u3044\u9055\u3044\u306b\u306a\u308a\u307e\u3059\u3002**\u7e70\u4e0a\u8fd4\u6e08\u3092\u5b9f\u884c\u3057\u305f\u3089\u3001\u305d\u306e\u501f\u5165\u306b\u300c\u4e88\u5b9a\u8868\u5f85\u3061\u300d\u306e\u5370\u3092\u4ed8\u3051\u3066\u304a\u304d\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u66f8\u985e\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\uff08\u90f5\u9001\uff0f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\uff09\n- Document AI \u304c\u8fd4\u3057\u305f `Document` \u306eJSON\u306e\u5168\u6587\n- Gemini API \u306b\u6e21\u3057\u305f\u66f8\u5f0f\u30e1\u30e2\u306e\u7248\u3068\u3001\u8fd4\u3063\u3066\u304d\u305fJSON\n- Apps Script \u304c\u691c\u7b97\u3057\u305f\u5024\u3001\u72b6\u614b\u3001\u7406\u7531\u3001**\u305d\u306e\u3068\u304d\u7167\u5408\u3057\u305f\u53f0\u5e33\u306e\u884c\u3068\u501f\u5165\u3054\u3068\u306e\u6761\u4ef6**\n- **\u4eba\u304c\u72b6\u614b\u3092\u8986\u3057\u305f\u8a18\u9332\u3068\u3001\u53f0\u5e33\u3092\u76f4\u3057\u305f\u8a18\u9332**\n- \u9280\u884c\u306b\u7167\u4f1a\u3057\u305f\u65e5\u6642\u3068\u3001\u9280\u884c\u304b\u3089\u306e\u56de\u7b54\n\n**4\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u6761\u4ef6\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u6761\u4ef6\u304c\u5f8c\u304b\u3089\u76f4\u308b\u305f\u3081\u3067\u3059\u3002** \u5f53\u6642\u3069\u306e\u6761\u4ef6\u3067\u691c\u7b97\u3057\u305f\u304b\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001**\u3069\u306e\u6708\u306e\u7d50\u679c\u3092\u3084\u308a\u76f4\u305b\u3070\u3088\u3044\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u5148\u6708\u5c4a\u3044\u305f\u66f8\u985e\u304b\u3089\u3001**\u5909\u52d5\u91d1\u5229\u306e\u501f\u5165\u3068\u3001\u8fd4\u6e08\u65e5\u304c\u4f11\u65e5\u306b\u305a\u308c\u305f\u501f\u5165\u3092\u4e2d\u5fc3\u306b**15\u4ef6\u3092\u9078\u3076\n2. \u305d\u306e15\u4ef6\u306b\u3064\u3044\u3066\u3001\u62c5\u5f53\u8005\u304c\u5f53\u6642\u3069\u3046\u691c\u7b97\u3057\u3001\u5408\u308f\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u3069\u3046\u7247\u4ed8\u3051\u305f\u304b\u3092\u805e\u304d\u53d6\u308b\n3. 15\u4ef6\u30921\u4ef6\u305a\u3064\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u66f8\u985e\u306e\u7a2e\u985e\uff08\u8fd4\u6e08\u524d\u306e\u4e88\u544a\uff0f\u8fd4\u6e08\u5f8c\u306e\u78ba\u5b9a\uff0f\u8fd4\u6e08\u4e88\u5b9a\u8868\uff0f\u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\uff09\u3092\u7b54\u3048\u3001\u501f\u5165\u756a\u53f7\u30fb\u8fd4\u6e08\u65e5\u30fb\u5143\u91d1\u30fb\u5229\u606f\u30fb\u9069\u7528\u91d1\u5229\u30fb\u5229\u606f\u306e\u671f\u9593\u3068\u65e5\u6570\u30fb\u6b8b\u9ad8\u3092\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u7a7a\u306b\u3057\u3001\u8a08\u7b97\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u8868\u3092\u4f7f\u3063\u3066\u3001\u53f0\u5e33\u306e\u6761\u4ef6\u3067\u5229\u606f\u3092\u624b\u3067\u691c\u7b97\u3057\u3001\u5f53\u6642\u306e\u62c5\u5f53\u8005\u306e\u7d50\u679c\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u66f8\u985e\u306e\u5024\u304c\u6b63\u3057\u304f\u5199\u308a\u3001\u691c\u7b97\u3067\u5f53\u6642\u3068\u540c\u3058\u7d50\u8ad6\u306b\u306a\u3063\u305f | **OCR\u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u91d1\u5229\u3084\u65e5\u6570\u3092\u8a08\u7b97\u3067\u57cb\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u53f0\u5e33\u306e\u6761\u4ef6\u304c\u5206\u304b\u3089\u305a\u691c\u7b97\u3067\u304d\u306a\u3044\u501f\u5165\u304c\u591a\u3044 | **\u5951\u7d04\u66f8\u306e\u8aad\u307f\u76f4\u3057\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u691c\u7b97\u304c\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u306b\u983c\u3063\u3066\u3044\u305f\u3053\u3068\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"\u66f8\u985e\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u7a2e\u985e\u3068\u6570\u5b57\u3092\u8868\u306b\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u8aad\u307f\u53d6\u308a\u3068\u9805\u76ee\u306e\u5bfe\u5fdc\u4ed8\u3051","semi_auto_setup":"\u4e0a\u8a18\uff0bDocument AI \u306eAPI\u3092\u547c\u3073\u3001\u7d50\u679c\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u5bfe\u5fdc\u4ed8\u3051\u306e\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u53f0\u5e33\u306e\u6761\u4ef6\u3067\u5229\u606f\u3092\u691c\u7b97\u3057\u3001\u8981\u7d20\u3054\u3068\u306e\u7406\u7531\u3068\u7167\u4f1a\u30e1\u30e2\u306e\u4e0b\u66f8\u304d\u307e\u3067\u51fa\u3059 \uff0f \u7167\u5408\u3068\u98df\u3044\u9055\u3044\u306e\u7406\u7531\u4ed8\u3051\u306e\u5168\u4f53","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef620\u5206\u304c12\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u304d\u5199\u3057\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u53f0\u5e33\u306e\u884c\u3092\u63a2\u3059\u4f5c\u696d\u3068\u5229\u606f\u306e\u691c\u7b97\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30676\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**\u5229\u606f\u306e\u691c\u7b97\u304c1\u4ef6\u305a\u3064\u306e\u96fb\u5353\u306e\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001\u5229\u606f\u306e\u671f\u9593\u3092\u66f8\u304b\u306a\u3044\u9280\u884c\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u66f8\u5f0f\u30e1\u30e2\u3092\u305d\u3053\u3067\u57cb\u3081\u3066\u304b\u3089\u9032\u3080\u307b\u3046\u304c\u3001\u7a7a\u632f\u308a\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u91d1\u5229\u3092\u9006\u7b97\u3057\u3066\u57cb\u3081\u308b | \u9006\u7b97\u3092\u7981\u3058\u3001**\u91d1\u5229\u304c\u7a7a\u306e\u3068\u304d\u306f\u91d1\u5229\u306e\u7167\u5408\u3092\u3057\u306a\u3044**\u3068\u898f\u5247\u306b\u66f8\u304f |\n| \u4e88\u544a\u306e\u984d\u3068\u78ba\u5b9a\u306e\u984d\u304c\u6df7\u3056\u308b | \u7a2e\u985e\u3092\u5148\u306b\u6c7a\u3081\u3055\u305b\u3001**\u7a2e\u985e\u3054\u3068\u306b\u6bd4\u3079\u308b\u53f0\u5e33\u306e\u5217\u3092\u5207\u308a\u66ff\u3048\u308b** |\n| \u6b63\u3057\u3044\u5229\u606f\u304c\u65e5\u6570\u306e\u6570\u3048\u65b9\u3067\u5408\u308f\u306a\u3044 | **\u501f\u5165\u3054\u3068\u306e\u6761\u4ef6\u3092\u53f0\u5e33\u306b\u66f8\u304f\u3002** \u62c5\u5f53\u8005\u306e\u8a18\u61b6\u306b\u983c\u3089\u306a\u3044 |\n| \u8fd4\u6e08\u65e5\u304c\u4f11\u65e5\u306b\u305a\u308c\u3066\u6bce\u6708\u98df\u3044\u9055\u3046 | \u55b6\u696d\u65e5\u30ab\u30ec\u30f3\u30c0\u30fc\u3067 `days_holiday_shift` \u3092\u4ed8\u3051\u3066\u6d41\u3059 |\n| \u91d1\u5229\u5909\u66f4\u306e\u304a\u77e5\u3089\u305b\u3092\u8aad\u3093\u3067\u53f0\u5e33\u3092\u81ea\u52d5\u3067\u76f4\u3059 | **\u53f0\u5e33\u306f\u4eba\u304c\u76f4\u3059\u3002** \u7269\u5dee\u3057\u3092\u6a5f\u68b0\u306b\u89e6\u3089\u305b\u306a\u3044 |\n| \u7e70\u4e0a\u8fd4\u6e08\u306e\u76f4\u5f8c\u306b\u5168\u90e8\u98df\u3044\u9055\u3046 | \u300c\u4e88\u5b9a\u8868\u5f85\u3061\u300d\u306e\u5370\u3092\u4ed8\u3051\u3001\u65b0\u3057\u3044\u4e88\u5b9a\u8868\u304c\u5c4a\u304f\u307e\u3067 `needs_review` |\n| \u501f\u5165\u756a\u53f7\u306e\u66f8\u304d\u65b9\u304c\u9280\u884c\u3054\u3068\u306b\u9055\u3046 | \u66f8\u5f0f\u30e1\u30e2\u306b\u6b04\u306e\u540d\u524d\u3068\u6841\u306e\u5f62\u3092\u66f8\u304f |\n| \u540c\u3058\u65e5\u306b\u540c\u3058\u5143\u91d1\u306e\u501f\u5165\u304c2\u672c\u3042\u308b | \u5019\u88dc\u304c2\u3064\u4ee5\u4e0a\u306a\u3089\u9078\u3070\u306a\u3044\u3002**\u501f\u5165\u756a\u53f7\u3067\u5f15\u3051\u308b\u3088\u3046\u306b\u3059\u308b** |\n| \u8fd4\u6e08\u4e88\u5b9a\u8868\u306e2\u6bb5\u306e\u898b\u51fa\u3057\u304c\u53d6\u308c\u306a\u3044 | \u5168\u6587\u306e\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u884c\u3092\u62fe\u3044\u76f4\u3059 |\n| \u98df\u3044\u9055\u3044\u3092\u5168\u90e8\u9280\u884c\u306b\u554f\u3044\u5408\u308f\u305b\u308b | `reason` \u3092\u8aad\u3093\u3067\u304b\u3089\u3002**\u8aac\u660e\u304c\u3064\u304f\u3082\u306e\u306f\u7167\u4f1a\u3057\u306a\u3044** |\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\u5408\u3063\u3066\u3057\u307e\u3046\u300d\u65b9\u5411\u306e\u8aa4\u308a\u3067\u3001**\u4e00\u89a7\u304b\u3089\u306f\u8ab0\u3082\u6c17\u3065\u304d\u307e\u305b\u3093\u3002**\n\n**3\u884c\u76ee\u30685\u884c\u76ee\u306f\u3001\u904b\u7528\u304c\u59cb\u307e\u3063\u3066\u304b\u3089\u52b9\u3044\u3066\u304d\u307e\u3059\u3002** \u6761\u4ef6\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u3001\u6b63\u3057\u3044\u5229\u606f\u304c\u6bce\u6708 `interest_diff` \u306b\u51fa\u3066\u3001**\u62c5\u5f53\u8005\u306f\u4e00\u89a7\u3092\u4fe1\u7528\u3057\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u53d6\u5f15\u9280\u884c\u306e\u540d\u524d\u3001\u501f\u5165\u306e\u672c\u6570\u3068\u6b8b\u9ad8\u3001\u9069\u7528\u91d1\u5229\u3001\u8fd4\u6e08\u306e\u4e88\u5b9a\u3067\u3059\u3002**\u4f1a\u793e\u306e\u8cc7\u91d1\u7e70\u308a\u3068\u9280\u884c\u3068\u306e\u53d6\u5f15\u6761\u4ef6\u305d\u306e\u3082\u306e**\u3067\u3001\u793e\u5916\u306b\u77e5\u3089\u308c\u308c\u3070\u53d6\u5f15\u306e\u4ea4\u6e09\u306b\u3082\u97ff\u304d\u307e\u3059\u3002\n\n1. **Gemini API \u306f\u6709\u6599\u306e\u67a0\u3067\u4f7f\u3046** \u2026 \u516c\u5f0f\u306e\u5229\u7528\u898f\u7d04\u3067\u306f\u3001\u6709\u6599\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u3092\u88fd\u54c1\u306e\u6539\u5584\u306b\u4f7f\u308f\u306a\u3044\u3068\u3055\u308c\u308b\u4e00\u65b9\u3001**\u7121\u6599\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u6539\u5584\u306b\u4f7f\u308f\u308c\u3001\u4eba\u304c\u8aad\u3080\u3053\u3068\u304c\u3042\u308b**\u3068\u3055\u308c\u3001\u6a5f\u5bc6\u306e\u60c5\u5831\u3092\u9001\u3089\u306a\u3044\u3088\u3046\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**\u8acb\u6c42\u5148\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4ed8\u3051\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u547c\u3073\u307e\u3059**\n2. **AI\u306b\u6e21\u3059\u306e\u306f\u66f8\u985e1\u4ef6\u5206\u3060\u3051\u306b\u3059\u308b** \u2026 \u501f\u5165\u91d1\u306e\u53f0\u5e33\u306e\u5168\u4f53\u3092AI\u3078\u6e21\u3057\u307e\u305b\u3093\u3002**\u53f0\u5e33\u3068\u306e\u7167\u5408\u306f Apps Script \u306e\u5074\u3067\u884c\u3044\u3001AI\u306b\u306f\u66f8\u985e\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3068\u66f8\u5f0f\u30e1\u30e2\u3060\u3051\u3092\u6e21\u3057\u307e\u3059**\n3. **\u9280\u884c\u306e\u30b5\u30a4\u30c8\u3078\u81ea\u52d5\u3067\u30ed\u30b0\u30a4\u30f3\u3057\u306a\u3044** \u2026 \u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30d0\u30f3\u30ad\u30f3\u30b0\u306eID\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u3092 Apps Script \u306b\u6301\u305f\u305b\u308b\u8a2d\u8a08\u306b\u3057\u307e\u305b\u3093\u3002**\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306f\u4eba\u304c\u884c\u3044\u3001\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304d\u307e\u3059**\n4. **\u7167\u4f1a\u306e\u9023\u7d61\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002\u9280\u884c\u306e\u62c5\u5f53\u8005\u3068\u306e\u95a2\u4fc2\u3068\u3001\u7167\u4f1a\u306e\u8a00\u3044\u65b9\u306f\u8ca1\u52d9\u62c5\u5f53\u304c\u6c7a\u3081\u307e\u3059\n5. **\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3068\u7167\u5408\u7d50\u679c\u306e\u6a29\u9650\u3092\u7d5e\u308b** \u2026 \u8ca1\u52d9\u90e8\u306e3\u540d\u3068\u3001\u4ed5\u8a33\u3092\u56de\u3059\u7d4c\u7406\u306e\u62c5\u5f53\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n6. **\u3053\u306e\u69cb\u6210\u306f\u5951\u7d04\u306e\u89e3\u91c8\u3092\u4ee3\u66ff\u3057\u306a\u3044** \u2026 \u65e5\u6570\u306e\u6570\u3048\u65b9\u3084\u7aef\u6570\u306e\u6271\u3044\u3092**\u3069\u3046\u8aad\u3080\u304b\u306f\u3001\u5951\u7d04\u66f8\u3068\u9280\u884c\u306e\u8aac\u660e\u3067\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u66f8\u985e\u306e\u6570\u5b57\u304c\u53f0\u5e33\u306e\u6761\u4ef6\u3068\u5408\u3063\u305f\u304b\u3069\u3046\u304b\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u98df\u3044\u9055\u3044\u306e\u898b\u843d\u3068\u3057\u3068\u3001\u6b63\u3057\u3044\u66f8\u985e\u306e\u8aa4\u3063\u305f\u7167\u4f1a\u306e2\u3064\u3067\u3059\u3002** **\u524d\u8005\u306f\u6307\u793a\u3067\u3001\u5f8c\u8005\u306f\u53f0\u5e33\u306e\u6761\u4ef6\u306e\u6574\u5099\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u8907\u6570\u306e\u53d6\u5f15\u9280\u884c\u304b\u3089\u8a3c\u66f8\u8cb8\u4ed8\u3067\u501f\u5165\u3092\u3057\u3066\u304a\u308a\u3001\u8fd4\u6e08\u306e\u304a\u77e5\u3089\u305b\u3084\u5229\u606f\u306e\u8a08\u7b97\u66f8\u304c\u7d19\u30fbPDF\u3067\u6bce\u6708\u6570\u5341\u901a\u5c4a\u304f\u88fd\u9020\u696d\u30fb\u5546\u793e\u30fb\u5efa\u8a2d\u696d\u30fb\u4e0d\u52d5\u7523\u696d\u3002\u5909\u52d5\u91d1\u5229\u306e\u501f\u5165\u304c\u6df7\u3056\u308a\u3001\u9069\u7528\u91d1\u5229\u3068\u5229\u606f\u306e\u984d\u304c\u4e88\u5b9a\u3069\u304a\u308a\u304b\u3092\u62c5\u5f53\u8005\u304c\u96fb\u5353\u3067\u691c\u7b97\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u501f\u5165\u91d1\u306e\u53f0\u5e33\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u6301\u3061\u3001Google Workspace \u3092\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u501f\u5165\u304c\u6570\u672c\u3067\u3001\u8fd4\u6e08\u306e\u304a\u77e5\u3089\u305b\u304c\u6708\u306b\u6570\u901a\u3057\u304b\u5c4a\u304b\u306a\u3044\u5834\u5408\u3002\u9280\u884c\u306e\u6cd5\u4eba\u5411\u3051\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u8fd4\u6e08\u3068\u5229\u606f\u306e\u660e\u7d30\u3092\u30c7\u30fc\u30bf\u3067\u53d7\u3051\u53d6\u308a\u3001\u53f0\u5e33\u3078\u53d6\u308a\u8fbc\u3081\u3066\u3044\u308b\u5834\u5408\u3002\u501f\u5165\u3054\u3068\u306e\u65e5\u6570\u306e\u6570\u3048\u65b9\u3084\u7aef\u6570\u306e\u6271\u3044\u3092\u5951\u7d04\u66f8\u3067\u78ba\u304b\u3081\u3066\u304a\u3089\u305a\u3001\u53f0\u5e33\u306b\u6761\u4ef6\u3092\u66f8\u3051\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u98df\u3044\u9055\u3044\u3092\u9280\u884c\u306b\u3069\u3046\u7167\u4f1a\u3059\u308b\u304b\u3001\u5951\u7d04\u306e\u6761\u4ef6\u3092\u3069\u3046\u8aad\u3080\u304b\u306e\u5224\u65ad\u306f\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u501f\u5165\u3054\u3068\u306e\u6761\u4ef6\u3092\u66f8\u304d\u51fa\u3059**\n\n\u501f\u5165\u91d1\u306e\u53f0\u5e33\u306b\u3001**\u65e5\u6570\u306e\u6570\u3048\u65b9\u30fb\u5e74\u65e5\u6570\u30fb\u7aef\u6570\u306e\u6271\u3044\u30fb\u4f11\u65e5\u306e\u6271\u3044\u306e4\u3064\u306e\u5217**\u3092\u8db3\u3057\u307e\u3059\u300236\u672c\u3059\u3079\u3066\u3092\u4e00\u5ea6\u306b\u57cb\u3081\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u5909\u52d5\u91d1\u5229\u306e14\u672c\u304b\u3089\u57cb\u3081\u307e\u3059\u3002** \u98df\u3044\u9055\u3044\u304c\u51fa\u3084\u3059\u3044\u306e\u306f\u3053\u3061\u3089\u3067\u3059\u3002\n\n**2\u9031\u76ee\uff1a15\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u66f8\u985e\u304b\u308915\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u7a2e\u985e\u3068\u6570\u5b57\u3092\u8868\u306b\u3055\u305b\u307e\u3059\u3002**\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u91d1\u5229\u3084\u65e5\u6570\u3092\u8a08\u7b97\u3067\u57cb\u3081\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u55b6\u696d\u65e5\u30ab\u30ec\u30f3\u30c0\u30fc\u3068\u66f8\u5f0f\u30e1\u30e2\u3092\u4f5c\u308b**\n\n\u9280\u884c\u306e\u4f11\u696d\u65e5\u306e\u4e00\u89a7\u3068\u30018\u884c\u5206\u306e\u66f8\u5f0f\u30e1\u30e2\u3092\u4f5c\u308a\u307e\u3059\u3002**\u66f8\u5f0f\u30e1\u30e2\u306b\u306f\u3001\u501f\u5165\u756a\u53f7\u306e\u6b04\u306e\u540d\u524d\u3068\u3001\u4e88\u544a\u3068\u78ba\u5b9a\u306e\u898b\u5206\u3051\u65b9\u3092\u5fc5\u305a\u66f8\u304d\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u7167\u5408\u7d50\u679c\u307e\u3067\u3092\u3064\u306a\u3050**\n\nApps Script \u3067\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u5f35\u308a\u3001Document AI \u3068 Gemini API \u3092\u547c\u3073\u3001\u7d50\u679c\u3092\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u691c\u7b97\u3092\u305b\u305a\u3001\u5199\u3057\u305f\u6570\u5b57\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u53f0\u5e33\u306e\u884c\u306e\u5f15\u304d\u5f53\u3066\u3068\u5229\u606f\u306e\u691c\u7b97\u3092\u8db3\u3057\u3001\u72b6\u614b\u3068\u7406\u7531\u3092\u51fa\u3057\u307e\u3059\u3002`match` \u4ee5\u5916\u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7167\u4f1a\u30e1\u30e2\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef620\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u91d1\u5229\u306e\u898b\u76f4\u3057\u30921\u56de\u307e\u305f\u3044\u3067\u3001`rate_diff` \u304c\u6700\u521d\u306e\u8a08\u7b97\u66f8\u3067\u51fa\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0454","UC-0184","UC-0005","UC-0508"],"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":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"id":5903,"slug":"site-seisakuhi-kaikei","title":"\u30b5\u30a4\u30c8\u306e\u5236\u4f5c\u8cbb\u306f\u8cbb\u7528\u304b\u8cc7\u7523\u304b\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Form Parser \u304cOCR\u306e\u30c6\u30ad\u30b9\u30c8\u306b\u52a0\u3048\u3066\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\uff08\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\uff09\u3001\u8868\u3001\u4e00\u822c\u7684\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u62bd\u51fa\u3057\u3001200\u3092\u8d85\u3048\u308b\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u3002\u8a00\u8a9e\u306e\u4e00\u89a7\u306b\u65e5\u672c\u8a9e\u304c\u3042\u308b\u3053\u3068\u3002\u30da\u30fc\u30b8\u4e0a\u9650\u304c\u540c\u671f15\u3001\u30d0\u30c3\u30c1100\u3067\u3042\u308b\u3053\u3068\u3002Bank Statement Parser \u304c\u540d\u7fa9\u30fb\u53e3\u5ea7\u30fb\u53d6\u5f15\u306a\u3069\u3092\u62bd\u51fa\u3057\u3001\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u8a9e\u3060\u3051\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Processor list](https:\/\/docs.cloud.google.com\/document-ai\/docs\/processors-list) | 2026-10-06 |\n| Form Parser \u304c\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u3067\u8ffd\u52a0\u306e\u5b66\u7fd2\u304c\u3067\u304d\u306a\u3044\u3053\u3068\u3002\u8868\u306e\u62bd\u51fa\u304c\u884c\u3084\u5217\u3092\u307e\u305f\u3050\u30bb\u30eb\u306e\u306a\u3044\u5358\u7d14\u306a\u8868\u3092\u5bfe\u8c61\u3068\u3059\u308b\u3053\u3068 | [Google Cloud: Form Parser](https:\/\/docs.cloud.google.com\/document-ai\/docs\/form-parser) | 2026-10-06 |\n| `formFields` \u304c `fieldName` \u3068 `fieldValue` \u3092\u6301\u3064\u3053\u3068\u3002\u8868\u304c `headerRows` \u3068 `bodyRows` \u3067\u8fd4\u308b\u3053\u3068\u3002`text` \u3068 `textAnchor` \u306e\u95a2\u4fc2\u3068\u3001\u4fe1\u983c\u5ea6\u304c\u8fd4\u308b\u3053\u3068 | [Google Cloud: Handle the processing response](https:\/\/docs.cloud.google.com\/document-ai\/docs\/handle-response) | 2026-10-06 |\n| \u5bfe\u5fdc\u5f62\u5f0f\u304c PDF\u3001GIF\u3001TIFF\u3001JPEG\u3001PNG\u3001BMP\u3001WebP \u306a\u3069\u3067\u3042\u308b\u3053\u3068\u3002\u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u304c\u671b\u307e\u3057\u304f300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u3088\u3044\u3053\u3068\u3002\u975e\u53ef\u9006\u306e\u5727\u7e2e\u3067\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| \u6307\u5b9a\u3057\u305fJSON\u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3046\u5fdc\u7b54\u3092\u751f\u6210\u3055\u305b\u3089\u308c\u3001`enum` \u3068 `required` \u3092\u4f7f\u3048\u308b\u3053\u3068\u3002\u69cb\u6587\u3068\u3057\u3066\u6b63\u3057\u3044JSON\u3067\u3082\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u691c\u8a3c\u3059\u3079\u304d\u3053\u3068 | [Gemini API: Structured outputs](https:\/\/ai.google.dev\/gemini-api\/docs\/structured-output) | 2026-10-06 |\n| 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triggers](https:\/\/developers.google.com\/apps-script\/guides\/triggers\/installable) | 2026-10-06 |\n\n**\u5229\u606f\u306e\u65e5\u6570\u306e\u6570\u3048\u65b9\u3084\u7aef\u6570\u306e\u6271\u3044\u306f\u3001\u501f\u5165\u3054\u3068\u306e\u5951\u7d04\u66f8\u3068\u9280\u884c\u306e\u8aac\u660e\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u5404\u88fd\u54c1\u306e\u516c\u5f0f\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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