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\u6848\u5185\u306e\u898b\u51fa\u3057\u306e\u4e8b\u52d9\u6240\u540d\u3092\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u6c7a\u3081\u3001\u4e8b\u52d9\u6240\u306e\u4e00\u89a7\u3068\u8aad\u307f\u66ff\u3048\u8868\u306e\u3069\u306e\u884c\u3092\u4f7f\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\n4. **\u30da\u30fc\u30b8\u306e\u5206\u5272** \u2026 15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b\u4e00\u89a7\u306f\u3001\u30da\u30fc\u30b8\u3067\u5206\u3051\u3066\u9001\u308a\u307e\u3059\n5. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u6a29\u5229\u30fb\u540c\u3058\u5e74\u5206\u306e\u6848\u5185\u304c\u3059\u3067\u306b\u7167\u5408\u7d50\u679c\u306b\u3042\u308c\u3070\u3001**\u518d\u9001\u304b\u3001\u5185\u5bb9\u306e\u8a02\u6b63\u304b\u3092\u78ba\u304b\u3081\u308b\u5370**\u3092\u4ed8\u3051\u307e\u3059\n6. **\u540c\u5c01\u7269\u306e\u5916\u3057** \u2026 \u8acb\u6c42\u66f8\u3084\u56de\u7b54\u66f8\u306e\u8fd4\u4fe1\u7528\u306e\u7528\u7d19\u306f\u3001\u7167\u5408\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\n\n**5\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4e8b\u52d9\u6240\u306f\u56de\u7b54\u304c\u7121\u3044\u3068\u3001\u671f\u9650\u306e\u524d\u306b\u3082\u3046\u4e00\u5ea6\u6848\u5185\u3092\u9001\u3063\u3066\u304d\u307e\u3059\u3002**\u540c\u3058\u6a29\u5229\u306e2\u901a\u76ee\u3092\u65b0\u3057\u3044\u6848\u5185\u3068\u3057\u3066\u6570\u3048\u308b\u3068\u3001\u4e8b\u696d\u90e8\u306b\u540c\u3058\u78ba\u8a8d\u30922\u56de\u9001\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** 2\u901a\u76ee\u306f\u300c\u7763\u4fc3\u300d\u3068\u3057\u3066\u3001\u3080\u3057\u308d\u512a\u5148\u3057\u3066\u6271\u3044\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u6a29\u5229\u3054\u3068\u306e\u884c\u306b\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059\u3053\u3068\u3068\u3001\u8868\u304c\u5d29\u308c\u305f\u3068\u304d\u306b\u884c\u3092\u3064\u306a\u304e\u76f4\u3059\u3053\u3068\u3067\u3059\u3002** \u6a29\u5229\u756a\u53f7\u306e\u8aad\u307f\u66ff\u3048\u3082\u3001\u53f0\u5e33\u3068\u306e\u6bd4\u8f03\u3082\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3082\u3001Python \u306e\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u898b\u51fa\u3057\u306e\u5199\u3057 | \u4e8b\u52d9\u6240\u540d\u3001\u6848\u5185\u306e\u65e5\u4ed8\u3001\u56de\u7b54\u306e\u671f\u9650 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u6a29\u5229\u756a\u53f7\u306e\u5199\u3057 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306e\u756a\u53f7\u3068\u3001\u6a29\u5229\u306e\u7a2e\u985e\u306e\u66f8\u304d\u65b9 | \u8aad\u3081\u306a\u3044\u6841\u304c\u3042\u308c\u3070 `unreadable` |\n| \u5e74\u5206\u306e\u5199\u3057 | \u300c\u7b2c5\u5e74\u5206\u300d\u300c\u7b2c4\u5e74\u5206\u301c\u7b2c6\u5e74\u5206\u300d\u306a\u3069\u66f8\u304b\u308c\u305f\u3068\u304a\u308a | \u7a7a\u6b04\u306a\u3089 `blank` |\n| \u671f\u9650\u3068\u91d1\u984d\u306e\u5199\u3057 | \u7d0d\u4ed8\u671f\u9650\u3001\u7279\u8a31\u5e81\u306b\u7d0d\u3081\u308b\u984d\u3001\u624b\u6570\u6599\u3092\u5225\u3005\u306b | \u8aad\u3081\u306a\u3044\u6841\u304c\u3042\u308c\u3070 `unreadable` |\n| \u884c\u306e\u3064\u306a\u304e\u76f4\u3057 | 2\u884c\u306b\u6298\u308a\u8fd4\u3055\u308c\u305f\u540d\u79f0\u3092\u30011\u3064\u306e\u6a29\u5229\u306e\u884c\u306b\u623b\u3059 | \u623b\u305b\u306a\u3051\u308c\u3070 `table_broken` |\n| \u6848\u5185\u306e\u7a2e\u985e | \u5e74\u91d1\u306e\u6848\u5185\u3001\u66f4\u65b0\u306e\u6848\u5185\u3001\u7763\u4fc3\u3001\u671f\u9650\u7d4c\u904e\u306e\u6848\u5185 | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unknown` |\n\n**6\u884c\u76ee\u304c\u3001AI\u3092\u4f7f\u3046\u7406\u7531\u306e1\u3064\u3067\u3059\u3002** \u4e8b\u52d9\u6240\u306b\u3088\u3063\u3066\u300c\u518d\u5ea6\u306e\u3054\u6848\u5185\u300d\u300c\u7d0d\u4ed8\u671f\u9650\u7d4c\u904e\u306e\u304a\u77e5\u3089\u305b\u300d\u300c\u8ffd\u7d0d\u306e\u3054\u6848\u5185\u300d\u3068\u66f8\u304d\u65b9\u304c\u9055\u3044\u3001**\u672c\u6587\u306e\u8a00\u3044\u56de\u3057\u304b\u3089\u6848\u5185\u306e\u7a2e\u985e\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u6c7a\u307e\u3063\u305f\u898f\u5247\u3067\u306f\u66f8\u304d\u306b\u304f\u3044\u4f5c\u696d**\u3067\u3059\u3002\u671f\u9650\u3092\u904e\u304e\u305f\u6a29\u5229\u306e\u6848\u5185\u306f\u3001\u7167\u5408\u7d50\u679c\u306e\u5148\u982d\u306b\u51fa\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8aad\u3081\u306a\u3044\u756a\u53f7\u3084\u671f\u9650\u3092\u305d\u308c\u3089\u3057\u304f\u6c7a\u3081\u308b | \u5225\u306e\u6a29\u5229\u306e\u671f\u9650\u3068\u3057\u3066\u53f0\u5e33\u306b\u5165\u308b |\n| \u6a29\u5229\u756a\u53f7\u306e\u66f8\u304d\u65b9\u3092\u76f4\u3059 | \u76f4\u3057\u65b9\u306f\u4e8b\u52d9\u6240\u3054\u3068\u306e\u8aad\u307f\u66ff\u3048\u8868\u3067\u6c7a\u3081\u308b |\n| \u671f\u9650\u3092\u8a08\u7b97\u3059\u308b\u3001\u671f\u9650\u3068\u5e74\u5206\u306e\u98df\u3044\u9055\u3044\u3092\u7247\u65b9\u306b\u5bc4\u305b\u308b | \u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u306f\u4e8b\u52d9\u6240\u3068\u78ba\u304b\u3081\u308b |\n| \u91d1\u984d\u306e\u5185\u8a33\u3092\u63a8\u3059\u3001\u5408\u8a08\u304b\u3089\u9006\u7b97\u3059\u308b | \u66f8\u304b\u308c\u305f\u91d1\u984d\u3060\u3051\u3092\u5199\u3059 |\n| \u7dad\u6301\u3059\u308b\u304b\u3001\u8ffd\u7d0d\u3067\u304d\u308b\u304b\u3092\u5224\u65ad\u3059\u308b | \u4e8b\u696d\u90e8\u30fb\u77e5\u8ca1\u90e8\u3068\u5f01\u7406\u58eb\u304c\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3001\u3053\u306e\u984c\u6750\u3067\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u7b2c6\u5e74\u5206\u300d\u3068\u66f8\u304b\u308c\u305f\u6848\u5185\u306e\u671f\u9650\u304c\u3001AI\u306e\u77e5\u3063\u3066\u3044\u308b\u6570\u3048\u65b9\u3068\u5408\u308f\u306a\u3044\u3068\u304d\u3001**AI\u306f\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5074\u306b\u671f\u9650\u3092\u76f4\u3057\u3066\u5199\u3057\u304c\u3061\u3067\u3059\u3002** \u76f4\u3057\u305f\u77ac\u9593\u306b\u3001\u4e8b\u52d9\u6240\u306e\u8aa4\u8a18\u304b\u53f0\u5e33\u306e\u8aa4\u308a\u304b\u3092\u898b\u3064\u3051\u308b\u624b\u304c\u304b\u308a\u304c\u6d88\u3048\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u77e5\u8ca1\u90e8\u306e\u5e74\u91d1\u7ba1\u7406\u306e\u62c5\u5f53\u3067\u3001\u7279\u8a31\u4e8b\u52d9\u6240\u304b\u3089\u5c4a\u3044\u305f\n\u7d0d\u4ed8\u6848\u5185\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u3001\u6a29\u5229\u3054\u3068\u306e\u884c\u306b\u5199\u3059\u7acb\u5834\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5199\u3059\u9805\u76ee\u3011\n\u898b\u51fa\u3057\uff1aoffice_name\u3001notice_date_text\u3001reply_deadline_text\u3001\nnotice_type\uff08annuity\uff0frenewal\uff0freminder\uff0foverdue\uff0funknown\uff09\n\u6a29\u5229\u3054\u3068\u306e\u884c\uff1aright_type_text\uff08\u6a29\u5229\u306e\u7a2e\u985e\u3002\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\uff09\u3001\nright_no_text\uff08\u6a29\u5229\u756a\u53f7\u3002\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\uff09\u3001application_no_text\u3001\ntitle_text\u3001year_text\uff08\u5e74\u5206\u3002\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\uff09\u3001due_date_text\uff08\u7d0d\u4ed8\u671f\u9650\uff09\u3001\noffice_fee_text\uff08\u7279\u8a31\u5e81\u306b\u7d0d\u3081\u308b\u984d\uff09\u3001agent_fee_text\uff08\u624b\u6570\u6599\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u91d1\u984d\u306f\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306e\u6587\u5b57\u5217\u3067\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8aad\u307f\u306b\u304f\u3044\u6841\u3092\u3001\u3042\u308a\u305d\u3046\u306a\u6570\u5b57\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8aad\u3081\u306a\u3044\u6841\u304c\u3042\u308c\u3070 status \u3092 unreadable \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6a29\u5229\u756a\u53f7\u306e\u66f8\u304d\u65b9\uff08\u300c\u7279\u8a31\u7b2c\u300d\u300cJP\u300d\u306e\u6709\u7121\u3001\u30cf\u30a4\u30d5\u30f3\uff09\u3092\u305d\u308d\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7d0d\u4ed8\u671f\u9650\u3092\u3001\u767b\u9332\u65e5\u3084\u5e74\u5206\u304b\u3089\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u671f\u9650\u3068\u5e74\u5206\u304c\u5408\u308f\u306a\u3044\u3088\u3046\u306b\u898b\u3048\u3066\u3082\u3001\u3069\u3061\u3089\u3082\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306f\u66f8\u304b\u308c\u305f\u3082\u306e\u3060\u3051\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5185\u8a33\u3092\u63a8\u3057\u305f\u308a\u3001\n  \u5408\u8a08\u304b\u3089\u9006\u7b97\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u518d\u5ea6\u306e\u3054\u6848\u5185\u300d\u300c\u671f\u9650\u7d4c\u904e\u300d\u300c\u8ffd\u7d0d\u300d\u306a\u3069\u306e\u8a00\u8449\u304c\u3042\u308c\u3070\u3001\n  notice_type \u3092\u305d\u308c\u306b\u5408\u308f\u305b\u3066\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u540d\u79f0\u304c2\u884c\u306b\u6298\u308a\u8fd4\u3055\u308c\u30012\u884c\u76ee\u306e\u756a\u53f7\u3068\u671f\u9650\u304c\u7a7a\u306e\u3068\u304d\u306f\u3001\n  \u524d\u306e\u884c\u306e\u7d9a\u304d\u3068\u3057\u3066\u3064\u306a\u3052\u3066\u304f\u3060\u3055\u3044\u3002\u3064\u306a\u3052\u3089\u308c\u306a\u3051\u308c\u3070\n  table_broken \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7dad\u6301\u3059\u308b\u304b\u3001\u8ffd\u7d0d\u3067\u304d\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7d0d\u4ed8\u6848\u5185\u3067\u306a\u3044\u66f8\u985e\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{ocr_result}\n```\n\n**\u5e74\u91d1\u53f0\u5e33\u3092AI\u306b\u6e21\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u3044\u3061\u3070\u3093\u306e\u5de5\u592b\u3067\u3059\u3002** \u53f0\u5e33\u3092\u898b\u305b\u308b\u3068\u3001\u8aad\u307f\u306b\u304f\u3044\u756a\u53f7\u3092\u53f0\u5e33\u306b\u3042\u308b\u756a\u53f7\u306b\u5bc4\u305b\u3001**\u671f\u9650\u3082\u53f0\u5e33\u306e\u671f\u9650\u306b\u5408\u308f\u305b\u3066\u5199\u3057\u307e\u3059\u3002** \u7167\u5408\u306e\u610f\u5473\u304c\u7121\u304f\u306a\u308a\u307e\u3059\u3002","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** OpenAI API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08Responses API \u306e `text.format` \u306b `type: \"json_schema\"` \u3068 `strict: true` \u3092\u6307\u5b9a\u3059\u308b\u65b9\u5f0f\uff09\u3092\u4f7f\u3044\u3001\u5f62\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"document_type\": \"annuity_notice\",\n  \"office_name\": \"\",\n  \"notice_date_text\": \"\",\n  \"reply_deadline_text\": \"\",\n  \"notice_type\": \"annuity | renewal | reminder | overdue | unknown\",\n  \"table_broken\": false,\n  \"rights\": [\n    {\n      \"right_type_text\": \"\", \"right_no_text\": \"\", \"application_no_text\": \"\",\n      \"title_text\": \"\", \"year_text\": \"\", \"due_date_text\": \"\",\n      \"office_fee_text\": \"\", \"agent_fee_text\": \"\",\n      \"status\": \"read | blank | unreadable\"\n    }\n  ]\n}\n```\n\n**\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3001\u7701\u7565\u3057\u3066\u3088\u3044\u9805\u76ee\u306f null \u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u8868\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**1\u4ef6\u306e\u6848\u5185\u3067\u3082\u4e00\u89a7\u3067\u3082\u540c\u3058 `rights` \u306e\u914d\u5217\u3067\u53d7\u3051\u3001\u7a7a\u6b04\u306f\u7a7a\u6587\u5b57\u3068 `status` \u3067\u8868\u3057\u307e\u3059\u3002**\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5e74\u91d1\u53f0\u5e33\u306e\u7167\u5408\u3092\u884c\u3054\u3068\u306b\u6a5f\u68b0\u7684\u306b\u56de\u305b\u308b\u3053\u3068\u3067\u3059\u3002** Python \u306f `right_no_text` \u3092\u8aad\u307f\u66ff\u3048\u8868\u3067\u6a29\u5229\u306e\u7a2e\u985e\u3068\u6570\u5b57\u306b\u76f4\u3057\u3001**\u53f0\u5e33\u306e\u884c\u3092\u5f15\u3044\u3066\u3001\u5e74\u5206\u30fb\u671f\u9650\u30fb\u4e8b\u52d9\u6240\u3092\u4e26\u3079\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u78ba\u8a8d\u306b\u56de\u3059\u7406\u7531\u3092\u898f\u5247\u3067\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u6761\u4ef6 | \u5370 |\n|:--|:--|\n| \u6a29\u5229\u756a\u53f7\u304c `unreadable`\u3001\u307e\u305f\u306f\u53f0\u5e33\u306b\u7121\u3044 | `right_not_found` |\n| \u6848\u5185\u306e\u7d0d\u4ed8\u671f\u9650\u304c\u3001\u53f0\u5e33\u306e\u6b21\u306e\u7d0d\u4ed8\u671f\u9650\u3068\u9055\u3046 | `due_mismatch` |\n| \u6848\u5185\u306e\u5e74\u5206\u304c\u3001\u53f0\u5e33\u306e\u6b21\u306e\u5e74\u5206\u3068\u9055\u3046 | `year_mismatch` |\n| \u6848\u5185\u3092\u9001\u3063\u305f\u4e8b\u52d9\u6240\u304c\u3001\u53f0\u5e33\u306e\u7ba1\u7406\u3059\u308b\u4e8b\u52d9\u6240\u3068\u9055\u3046 | `office_mismatch` |\n| \u53f0\u5e33\u306e\u7dad\u6301\u306e\u65b9\u91dd\u304c\u300c\u653e\u68c4\u4e88\u5b9a\u300d\u306a\u306e\u306b\u6848\u5185\u304c\u5c4a\u3044\u305f | `policy_check` |\n| `notice_type` \u304c `reminder` \u304b `overdue` | `urgent` |\n| \u8868\u304c\u5d29\u308c\u3066\u3044\u308b\u3001\u307e\u305f\u306f `document_type` \u304c\u6848\u5185\u3067\u306a\u3044 | `check_image` |\n\n**\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u306f\u3001Python \u304c\u6848\u5185\u306e\u671f\u9650\u304b\u3089\u6570\u3048\u307e\u3059\u3002** \u78ba\u8a8d\u306e\u6c7a\u307e\u308a\u306e\u65e5\u6570\u3067\u300c\u4e8b\u696d\u90e8\u306b\u78ba\u8a8d\u300d\u300c\u4e0a\u5e2d\u306b\u3082\u77e5\u3089\u305b\u308b\u300d\u3092\u4ed8\u3051\u3001**\u7167\u5408\u7d50\u679c\u306f `urgent` \u3092\u5148\u982d\u306b\u3001\u6b8b\u308a\u3092\u65e5\u6570\u306e\u77ed\u3044\u9806\u306b\u4e26\u3079\u307e\u3059\u3002**\n\n**`urgent` \u306e\u884c\u306b\u306f\u3001\u671f\u9650\u3092\u904e\u304e\u305f\u5f8c\u306e\u6271\u3044\u3092\u77e5\u8ca1\u90e8\u304c\u78ba\u304b\u3081\u308b\u5370\u3082\u4ed8\u3051\u307e\u3059\u3002** \u7279\u8a31\u6cd5\u7b2c112\u6761\u3067\u306f\u3001\u671f\u9650\u5185\u306b\u7d0d\u4ed8\u3067\u304d\u306a\u304b\u3063\u305f\u7279\u8a31\u6599\u306f**\u671f\u9593\u306e\u7d4c\u904e\u5f8c6\u6708\u4ee5\u5185\u306b\u8ffd\u7d0d\u3067\u304d\u3001\u305d\u306e\u5834\u5408\u306f\u7279\u8a31\u6599\u3068\u540c\u984d\u306e\u5272\u5897\u7279\u8a31\u6599\u3092\u7d0d\u3081\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5546\u6a19\u306e\u5f8c\u671f\u5206\u5272\u767b\u9332\u6599\u306b\u3082\u540c\u3058\u5f62\u306e\u8ffd\u7d0d\u306e\u5b9a\u3081\u304c\u3042\u308a\u307e\u3059\uff08\u5546\u6a19\u6cd5\u7b2c41\u6761\u306e2\u3001\u7b2c43\u6761\uff09\u3002**\u8ffd\u7d0d\u3067\u304d\u308b\u304b\u306e\u5224\u65ad\u306f\u3001AI\u306b\u3082 Python \u306b\u3082\u3055\u305b\u305a\u3001\u5f01\u7406\u58eb\u3068\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u62d2\u5426\u306e\u5fdc\u7b54\u306f `refusal` \u306e\u8981\u7d20\u3068\u3057\u3066\u8fd4\u308a\u3001\u51fa\u529b\u306e\u4e0a\u9650\u3067\u5207\u308c\u305f\u3068\u304d\u306f `status` \u304c `incomplete` \u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3069\u3061\u3089\u306e\u3068\u304d\u3082\u7167\u5408\u7d50\u679c\u306b\u66f8\u304b\u305a\u3001`check_image` \u3067\u4eba\u306b\u56de\u3059\u304b\u547c\u3073\u76f4\u3057\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8907\u5408\u6a5f\u306e\u4fdd\u5b58\u5148\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0 | Python \u306e\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c | \u65b0\u3057\u3044PDF\u3092\u53d6\u308a\u51fa\u3057\u3001\u51e6\u7406\u6e08\u307f\u306b\u79fb\u3059 |\n| Google Document AI | \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u306e\u547c\u3073\u51fa\u3057 | \u6b04\u3001\u4e00\u89a7\u306e\u8868\u3001\u56de\u7b54\u6b04\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| OpenAI API | Responses API \u306e\u547c\u3073\u51fa\u3057 | \u6848\u5185\u3092\u6a29\u5229\u3054\u3068\u306e\u884c\u306b\u5199\u3059 |\n| \u5e74\u91d1\u53f0\u5e33\u30fb\u8aad\u307f\u66ff\u3048\u8868\u30fb\u4e8b\u52d9\u6240\u306e\u4e00\u89a7 | Python \u3067\u306e\u8aad\u307f\u8fbc\u307f | \u5f15\u304d\u5f53\u3066\u3068\u6bd4\u8f03 |\n| \u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u6a29\u5229\u3054\u3068\u306e\u884c\u3001\u5370\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3001\u6848\u5185\u306e\u753b\u50cf\u306e\u30ea\u30f3\u30af |\n\n**\u5e74\u91d1\u53f0\u5e33\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u53d7\u9818\u65e5\u3068\u91d1\u984d\u3092\u53f0\u5e33\u306b\u53cd\u6620\u3059\u308b\u306e\u306f\u62c5\u5f53\u3067\u3001**\u671f\u9650\u306e\u98df\u3044\u9055\u3044\u304c\u89e3\u3051\u305f\u884c\u3060\u3051**\u3092\u53cd\u6620\u3057\u307e\u3059\u3002**\u4e8b\u52d9\u6240\u3078\u306e\u56de\u7b54\u3082\u3001\u4eba\u304c\u56de\u7b54\u66f8\u306b\u5370\u3092\u4ed8\u3051\u3066\u8fd4\u3057\u307e\u3059\u3002**","human_review":"**\u62c5\u5f53\u304c\u898b\u308b\u306e\u306f\u3001\u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7\u3067\u3059\u3002** \u5370\u306e\u7121\u3044\u884c\u306f\u6d41\u3057\u898b\u3066\u53f0\u5e33\u306b\u53d7\u9818\u65e5\u3092\u53cd\u6620\u3057\u3001\u5370\u306e\u4ed8\u3044\u305f\u884c\u306f\u78ba\u304b\u3081\u307e\u3059\u3002\n\n1. **`urgent` \u3092\u5148\u306b\u898b\u308b** \u2026 \u7763\u4fc3\u3068\u671f\u9650\u7d4c\u904e\u306e\u6848\u5185\u3067\u3059\u3002**\u4e8b\u696d\u90e8\u3068\u4e0a\u5e2d\u306b\u540c\u3058\u65e5\u306e\u3046\u3061\u306b\u77e5\u3089\u305b\u3001\u5f01\u7406\u58eb\u306b\u6271\u3044\u3092\u78ba\u304b\u3081\u307e\u3059**\n2. **`due_mismatch` \u3068 `year_mismatch` \u3092\u898b\u308b** \u2026 \u6848\u5185\u306e\u753b\u50cf\u3068\u53f0\u5e33\u306e\u767b\u9332\u65e5\u3092\u898b\u3066\u3001**\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u4e8b\u52d9\u6240\u306b\u78ba\u304b\u3081\u307e\u3059\u3002** \u63a8\u6e2c\u3067\u3069\u3061\u3089\u304b\u306b\u5408\u308f\u305b\u307e\u305b\u3093\n3. **`right_not_found` \u3068 `office_mismatch` \u3092\u898b\u308b** \u2026 \u79fb\u7ba1\u306e\u8a18\u9332\u306e\u6f0f\u308c\u304b\u3001\u53f0\u5e33\u3078\u306e\u767b\u9332\u306e\u6f0f\u308c\u304b\u3092\u78ba\u304b\u3081\u3001\u53f0\u5e33\u3092\u76f4\u3057\u307e\u3059\n4. **`policy_check` \u3092\u898b\u308b** \u2026 \u653e\u68c4\u306e\u65b9\u91dd\u304c\u4e8b\u52d9\u6240\u306b\u4f1d\u308f\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n5. **\u671f\u9650\u306e\u8fd1\u3044\u9806\u306b\u3001\u4e8b\u696d\u90e8\u306b\u7dad\u6301\u306e\u78ba\u8a8d\u3092\u9001\u308b** \u2026 \u78ba\u8a8d\u3092\u9001\u3063\u305f\u65e5\u3092\u7167\u5408\u7d50\u679c\u306b\u6b8b\u3057\u307e\u3059\n\n**\u76ee\u6a19\u306f\u3001300\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef62\u5206\u3067\u3059\u3002** \u5370\u306e\u7121\u3044\u884c\u306f\u6d41\u3057\u898b\u3067\u6570\u5341\u79d2\u3001\u98df\u3044\u9055\u3044\u306e\u3042\u308b\u884c\u306f\u4e8b\u52d9\u6240\u3084\u4e8b\u696d\u90e8\u306b\u78ba\u304b\u3081\u308b\u306e\u3067\u6570\u5206\u304b\u304b\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u4e00\u89a7\u306e\u540d\u79f0\u304c\u6298\u308a\u8fd4\u3055\u308c\u3066\u8868\u304c\u5d29\u308c\u308b | AI\u304c\u884c\u3092\u3064\u306a\u304e\u76f4\u3059\u3002\u623b\u305b\u306a\u3051\u308c\u3070 `table_broken` \u3067\u62c5\u5f53\u3078 |\n| \u4e00\u89a7\u304c15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b | \u30da\u30fc\u30b8\u3067\u5206\u3051\u3066\u9001\u308a\u3001\u884c\u30921\u3064\u306e\u6848\u5185\u306b\u307e\u3068\u3081\u308b |\n| \u540c\u3058\u6a29\u5229\u306e\u6848\u5185\u304c2\u901a\u5c4a\u304f | 2\u901a\u76ee\u306f `urgent` \u3068\u3057\u3066\u6271\u3044\u3001**\u4e8b\u696d\u90e8\u3078\u306e\u78ba\u8a8d\u3092\u91cd\u306d\u3066\u9001\u3089\u306a\u3044** |\n| \u5916\u56fd\u306e\u6a29\u5229\u306e\u6848\u5185\u304c\u6df7\u3056\u308b | \u53f0\u5e33\u306e\u56fd\u306e\u5217\u3067\u5f15\u304d\u5f53\u3066\u308b\u3002\u7121\u3051\u308c\u3070 `right_not_found` |\n| \u5e74\u5206\u304c\u300c\u7b2c4\u5e74\u5206\u301c\u7b2c6\u5e74\u5206\u300d\u3068\u307e\u3068\u3081\u3066\u66f8\u304b\u308c\u308b | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3001\u53f0\u5e33\u306e\u5e74\u5206\u3068\u7bc4\u56f2\u3067\u6bd4\u3079\u308b |\n| \u624b\u66f8\u304d\u306e\u8ffd\u8a18\uff08\u300c\u81f3\u6025\u300d\u306a\u3069\uff09\u304c\u3042\u308b | \u5168\u6587\u304b\u3089\u62fe\u3044\u3001\u7167\u5408\u7d50\u679c\u306e\u5099\u8003\u306b\u5199\u3059 |\n| AI\u304c\u62d2\u5426\u306e\u5fdc\u7b54\u3092\u8fd4\u3059 | `check_image` \u3067\u4eba\u306b\u56de\u3059\u3002\u7167\u5408\u7d50\u679c\u306b\u306f\u66f8\u304b\u306a\u3044 |\n| OCR\u30fbAI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | PDF\u3092\u51e6\u7406\u6e08\u307f\u306b\u79fb\u3055\u305a\u306b\u6b8b\u3059\u3002**\u6b21\u306e\u5b9f\u884c\u3067\u62fe\u3044\u76f4\u3059** |\n\n**\u4e0a\u306e3\u884c\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u4e8b\u52d9\u6240\u3054\u3068\u306e\u6848\u5185\u306e\u66f8\u5f0f\u3068\u3001\u56de\u7b54\u306e\u9045\u308c\u306e\u554f\u984c**\u3067\u3059\u3002\u5d29\u308c\u3084\u3059\u3044\u66f8\u5f0f\u306e\u4e8b\u52d9\u6240\u306b\u306f\u3001\u4e00\u89a7\u306e\u96fb\u5b50\u30c7\u30fc\u30bf\u3082\u9001\u3063\u3066\u3082\u3089\u3048\u306a\u3044\u304b\u3092\u76f8\u8ac7\u3057\u307e\u3059\u3002","log_storage":"- \u5143\u306e\u6848\u5185\u306ePDF\u3068\u3001\u53d7\u9818\u65e5\u30fb\u4e8b\u52d9\u6240\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001OpenAI API \u306e\u5fdc\u7b54\u306e\u5168\u6587\n- \u7167\u5408\u306b\u4f7f\u3063\u305f\u5e74\u91d1\u53f0\u5e33\u306e\u51fa\u529b\u65e5\u6642\u3068\u3001\u8aad\u307f\u66ff\u3048\u8868\u306e\u7248\n- \u4ed8\u3044\u305f\u5370\u3068\u3001**\u62c5\u5f53\u304c\u78ba\u304b\u3081\u305f\u7d50\u679c\u30fb\u4e8b\u52d9\u6240\u3068\u306e\u3084\u308a\u53d6\u308a\u30fb\u78ba\u304b\u3081\u305f\u65e5\u6642**\n- \u4e8b\u696d\u90e8\u306b\u7dad\u6301\u306e\u78ba\u8a8d\u3092\u9001\u3063\u305f\u65e5\u3068\u3001\u8fd4\u4e8b\u306e\u65e5\u3068\u5185\u5bb9\n- \u4e8b\u52d9\u6240\u306b\u56de\u7b54\u66f8\u3092\u8fd4\u3057\u305f\u65e5\u3068\u3001\u56de\u7b54\u306e\u5185\u5bb9\n\n**5\u3064\u76ee\u30686\u3064\u76ee\u306f\u3001\u671f\u9650\u306e\u7ba1\u7406\u306e\u8a18\u9332\u305d\u306e\u3082\u306e\u3067\u3059\u3002** \u671f\u9650\u3092\u904e\u304e\u304b\u3051\u305f\u3068\u304d\u306b\u3001**\u3069\u3053\u3067\u6b62\u307e\u3063\u3066\u3044\u305f\u304b**\uff08\u7167\u5408\u3001\u4e8b\u696d\u90e8\u306e\u8fd4\u4e8b\u3001\u4e8b\u52d9\u6240\u3078\u306e\u56de\u7b54\uff09\u3092\u5f8c\u304b\u3089\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":300,"assumption_workdays":20,"volume_month":300,"before_minutes_per_case":8,"after_minutes_per_case":2,"hourly_cost":3500,"before_hours_month":40,"after_hours_month":10,"saved_hours_month":30,"reduction_rate":75,"saved_hours_year":360,"annual_cost_effect":1260000,"summary":"\u7279\u8a31\u4e8b\u52d9\u6240\u304b\u3089\u5c4a\u304f\u7d19\u306e\u5e74\u91d1\u30fb\u66f4\u65b0\u306e\u7d0d\u4ed8\u6848\u5185\u3092\u8aad\u307f\u53d6\u308a\u3001\u6a29\u5229\u756a\u53f7\u30fb\u5e74\u5206\u30fb\u7d0d\u4ed8\u671f\u9650\u30fb\u91d1\u984d\u3092\u5e74\u91d1\u53f0\u5e33\u3068\u7167\u3089\u3057\u307e\u3059\u3002\u671f\u9650\u306e\u8fd1\u3044\u3082\u306e\u3001\u53f0\u5e33\u3068\u671f\u9650\u3084\u5e74\u5206\u304c\u98df\u3044\u9055\u3046\u3082\u306e\u3001\u53f0\u5e33\u306b\u7121\u3044\u6a29\u5229\u3092\u62fe\u3044\u3001\u4e8b\u696d\u90e8\u3078\u306e\u7dad\u6301\u306e\u78ba\u8a8d\u306b\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u90f5\u4fbf\u3067\u5c4a\u3044\u305f\u6848\u5185\u3092\u958b\u5c01\u3057\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u62c5\u5f53\u304c\u6848\u5185\u30921\u4ef6\u305a\u3064\u898b\u3066\u3001\u5e74\u91d1\u53f0\u5e33\u3067\u6a29\u5229\u756a\u53f7\u3092\u63a2\u3059\n3. \u6848\u5185\u306e\u5e74\u5206\u30fb\u7d0d\u4ed8\u671f\u9650\u30fb\u91d1\u984d\u3092\u3001\u53f0\u5e33\u306e\u8a18\u9332\u3068\u898b\u6bd4\u3079\u308b\n4. \u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u4ed8\u7b8b\u3092\u4ed8\u3051\u3001\u4e8b\u52d9\u6240\u306b\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u3067\u78ba\u304b\u3081\u308b\n5. \u53f0\u5e33\u306b\u6848\u5185\u306e\u53d7\u9818\u65e5\u3068\u91d1\u984d\u3092\u66f8\u304d\u5199\u3059\n6. \u671f\u9650\u306e\u8fd1\u3044\u3082\u306e\u3092\u62fe\u3044\u3001\u4e8b\u696d\u90e8\u306b\u7dad\u6301\u3059\u308b\u304b\u306e\u78ba\u8a8d\u3092\u983c\u3080\u30e1\u30fc\u30eb\u3092\u66f8\u304f\n7. \u4e8b\u696d\u90e8\u306e\u8fd4\u4e8b\u3092\u53d7\u3051\u3066\u3001\u4e8b\u52d9\u6240\u3078\u306e\u56de\u7b54\u66f8\u306e\u300c\u7d0d\u4ed8\u3059\u308b\u300d\u300c\u653e\u68c4\u3059\u308b\u300d\u306b\u5370\u3092\u4ed8\u3051\u3066\u8fd4\u9001\u3059\u308b\n\n**\uff08a\uff09\u671f\u9650\u306e\u8fd1\u3044\u3082\u306e\u306e\u78ba\u8a8d\u304c\u9045\u308c\u308b\u3002** \u6848\u5185\u306f\u671f\u9650\u306e\u6570\u304b\u6708\u524d\u306b\u5c4a\u304d\u307e\u3059\u304c\u3001**\u62c5\u5f53\u304c\u53f0\u5e33\u3068\u306e\u7167\u5408\u3092\u7d42\u3048\u308b\u307e\u3067\u3001\u4e8b\u696d\u90e8\u3078\u306e\u78ba\u8a8d\u306f\u59cb\u307e\u308a\u307e\u305b\u3093\u3002** \u7167\u5408\u304c\u6708\u672b\u306b\u307e\u3068\u307e\u308b\u3068\u3001\u671f\u9650\u307e\u30671\u304b\u6708\u3092\u5207\u3063\u305f\u6a29\u5229\u306e\u78ba\u8a8d\u304c\u5f8c\u56de\u3057\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u98df\u3044\u9055\u3044\u306b\u6c17\u3065\u304b\u306a\u3044\u3002** 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\u884c\u3092\u98db\u3070\u3059\u3068\u3001\u305d\u306e\u6a29\u5229\u3060\u3051\u78ba\u8a8d\u304c\u59cb\u307e\u308a\u307e\u305b\u3093\u3002","before_flow_steps":["\u90f5\u4fbf\u3067\u5c4a\u3044\u305f\u6848\u5185\u3092\u958b\u5c01\u3057\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u62c5\u5f53\u304c\u6848\u5185\u30921\u4ef6\u305a\u3064\u898b\u3066\u3001\u5e74\u91d1\u53f0\u5e33\u3067\u6a29\u5229\u756a\u53f7\u3092\u63a2\u3059","\u6848\u5185\u306e\u5e74\u5206\u30fb\u7d0d\u4ed8\u671f\u9650\u30fb\u91d1\u984d\u3092\u3001\u53f0\u5e33\u306e\u8a18\u9332\u3068\u898b\u6bd4\u3079\u308b","\u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u4ed8\u7b8b\u3092\u4ed8\u3051\u3001\u4e8b\u52d9\u6240\u306b\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u3067\u78ba\u304b\u3081\u308b","\u53f0\u5e33\u306b\u6848\u5185\u306e\u53d7\u9818\u65e5\u3068\u91d1\u984d\u3092\u66f8\u304d\u5199\u3059","\u671f\u9650\u306e\u8fd1\u3044\u3082\u306e\u3092\u62fe\u3044\u3001\u4e8b\u696d\u90e8\u306b\u7dad\u6301\u3059\u308b\u304b\u306e\u78ba\u8a8d\u3092\u983c\u3080\u30e1\u30fc\u30eb\u3092\u66f8\u304f","\u4e8b\u696d\u90e8\u306e\u8fd4\u4e8b\u3092\u53d7\u3051\u3066\u3001\u4e8b\u52d9\u6240\u3078\u306e\u56de\u7b54\u66f8\u306e\u300c\u7d0d\u4ed8\u3059\u308b\u300d\u300c\u653e\u68c4\u3059\u308b\u300d\u306b\u5370\u3092\u4ed8\u3051\u3066\u8fd4\u9001\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u6848\u5185\u3092\u958b\u5c01\u3057\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\uff081\u901a\u306e\u6848\u5185\u30921\u3064\u306ePDF\u306b\u3059\u308b\uff09\n2. **\u3010\u81ea\u52d5\u3011** Python \u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c1\u6642\u9593\u304a\u304d\u306b\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u78ba\u304b\u3081\u3001\u65b0\u3057\u3044PDF\u3092\u53d6\u308a\u51fa\u3059\n3. **\u3010\u81ea\u52d5\u3011** Google Document AI \u306e Form Parser \u304c\u3001\u6848\u5185\u306e\u6b04\u306e\u30ad\u30fc\u3068\u5024\u3001\u4e00\u89a7\u306e\u8868\u3001\u56de\u7b54\u6b04\u306e\u30c1\u30a7\u30c3\u30af\u3001\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** OpenAI API \u304c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u6a29\u5229\u3054\u3068\u306e\u884c\u306b\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059\n5. **\u3010\u81ea\u52d5\u3011** Python \u304c\u3001\u6a29\u5229\u756a\u53f7\u3067\u5e74\u91d1\u53f0\u5e33\u3092\u5f15\u304d\u3001\u5e74\u5206\u3068\u7d0d\u4ed8\u671f\u9650\u3092\u53f0\u5e33\u3068\u6bd4\u3079\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3092\u6570\u3048\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u300c\u7167\u5408\u7d50\u679c\u300d\u306e\u4e00\u89a7\u306b\u6a29\u5229\u3054\u3068\u306e\u884c\u3092\u66f8\u304d\u3001\u98df\u3044\u9055\u3044\u3068\u53f0\u5e33\u306b\u7121\u3044\u6a29\u5229\u306b\u306f\u5370\u3092\u4ed8\u3051\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u306e\u77ed\u3044\u9806\u306b\u4e26\u3079\u308b\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u304c\u3001\u5370\u306e\u4ed8\u3044\u305f\u884c\u3092\u78ba\u304b\u3081\u3001\u4e8b\u52d9\u6240\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u3002\u5370\u306e\u7121\u3044\u884c\u306f\u6d41\u3057\u898b\u3066\u53f0\u5e33\u306b\u53d7\u9818\u65e5\u3092\u53cd\u6620\u3059\u308b\n8. **\u3010\u4eba\u3011** 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API \u304c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u6a29\u5229\u3054\u3068\u306e\u884c\u306b\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059","**\u3010\u81ea\u52d5\u3011** Python \u304c\u3001\u6a29\u5229\u756a\u53f7\u3067\u5e74\u91d1\u53f0\u5e33\u3092\u5f15\u304d\u3001\u5e74\u5206\u3068\u7d0d\u4ed8\u671f\u9650\u3092\u53f0\u5e33\u3068\u6bd4\u3079\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3092\u6570\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u300c\u7167\u5408\u7d50\u679c\u300d\u306e\u4e00\u89a7\u306b\u6a29\u5229\u3054\u3068\u306e\u884c\u3092\u66f8\u304d\u3001\u98df\u3044\u9055\u3044\u3068\u53f0\u5e33\u306b\u7121\u3044\u6a29\u5229\u306b\u306f\u5370\u3092\u4ed8\u3051\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u306e\u77ed\u3044\u9806\u306b\u4e26\u3079\u308b","**\u3010\u4eba\u3011** 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\u6b04\u306e\u30ad\u30fc\u3068\u5024\u3001\u4e00\u89a7\u306e\u8868\u3001\u56de\u7b54\u6b04\u306e\u30c1\u30a7\u30c3\u30af\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nOpenAI API \u2500\u2500 \u6a29\u5229\u3054\u3068\u306e\u884c\u306b\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059\n   \u25bc\nPython \u2500\u2500 \u5e74\u91d1\u53f0\u5e33\u306e\u5f15\u304d\u5f53\u3066\uff0f\u5e74\u5206\u3068\u671f\u9650\u306e\u6bd4\u8f03\uff0f\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\n   \u25bc\n\u300c\u7167\u5408\u7d50\u679c\u300d\u4e00\u89a7\uff08\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u306e\u77ed\u3044\u9806\u3001\u5370\u306e\u4ed8\u3044\u305f\u884c\u306f\u5148\u982d\u3078\uff09\n   \u25bc\n\u3010\u62c5\u5f53\u304c\u98df\u3044\u9055\u3044\u3092\u78ba\u304b\u3081\u308b\uff0f\u4e8b\u696d\u90e8\u3078\u306e\u7dad\u6301\u306e\u78ba\u8a8d\u3092\u9001\u308b\u3011\n   \u25bc\n\u5e74\u91d1\u53f0\u5e33\u3078\u306e\u53cd\u6620\u3068\u4e8b\u52d9\u6240\u3078\u306e\u56de\u7b54\uff08\u4eba\u306e\u64cd\u4f5c\uff09\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 | OpenAI API\uff08\u6848\u5185\u306e\u6b04\u3068\u4e00\u89a7\u3092\u6a29\u5229\u3054\u3068\u306e\u884c\u306b\u5199\u3059\uff09 | Claude API\u3001Gemini API |\n| \u9023\u643a | Python\uff08\u30d5\u30a9\u30eb\u30c0\u306e\u78ba\u8a8d\u3001\u5404API\u306e\u547c\u3073\u51fa\u3057\u3001\u4e00\u89a7\u3078\u306e\u66f8\u304d\u8fbc\u307f\uff09 | Google Apps Script |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u53f0\u5e33\u306e\u5f15\u304d\u5f53\u3066\u3001\u5e74\u5206\u3068\u671f\u9650\u306e\u6bd4\u8f03\u3001\u65e5\u6570\u306e\u8a08\u7b97\uff09 | Google Apps Script |\n| \u4fdd\u7ba1 | 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\u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6b04\u306e\u30ad\u30fc\u3068\u5024\u3001\u4e00\u89a7\u306e\u8868\u306e\u30bb\u30eb\u3001\u56de\u7b54\u6b04\u306e\u30c1\u30a7\u30c3\u30af\u3001\u4e00\u822c\u7684\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3001\u4fe1\u983c\u5ea6\u3068\u4f4d\u7f6e | Google Document AI |\n| \u5e74\u91d1\u53f0\u5e33 | \u6a29\u5229\u756a\u53f7\u3001\u6a29\u5229\u306e\u7a2e\u985e\u3001\u6b21\u306e\u7d0d\u4ed8\u671f\u9650\u3068\u5e74\u5206\u3001\u62c5\u5f53\u306e\u4e8b\u696d\u90e8\u3001\u7dad\u6301\u306e\u65b9\u91dd\u3001\u7ba1\u7406\u3059\u308b\u4e8b\u52d9\u6240 | \u77e5\u8ca1\u7ba1\u7406\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u51fa\u3057\u305f\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u4e8b\u52d9\u6240\u306e\u4e00\u89a7 | \u4e8b\u52d9\u6240\u540d\u3001\u7ba1\u7406\u3092\u983c\u3093\u3067\u3044\u308b\u6a29\u5229\u306e\u7bc4\u56f2\u3001\u554f\u3044\u5408\u308f\u305b\u5148 | \u65b0\u3057\u304f\u307e\u3068\u3081\u308b\u8868 |\n| 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\u6848\u5185\u3092\u9001\u3063\u3066\u304d\u305f\u4e8b\u52d9\u6240\u3068\u53f0\u5e33\u306e\u4e8b\u52d9\u6240\u304c\u9055\u3046\u6a29\u5229\u306f\u3001**\u4e8b\u52d9\u6240\u306e\u79fb\u7ba1\u306e\u8a18\u9332\u304c\u53f0\u5e33\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3044**\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002\n\n**\u78ba\u8a8d\u306e\u6c7a\u307e\u308a\u306f\u3001\u4ed5\u5206\u3051\u306e\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002** \u305f\u3068\u3048\u3070\u3001\u671f\u9650\u307e\u306790\u65e5\u3092\u5207\u3063\u305f\u3089\u4e8b\u696d\u90e8\u306b\u78ba\u304b\u3081\u300130\u65e5\u3092\u5207\u3063\u305f\u3089\u4e0a\u5e2d\u306b\u3082\u77e5\u3089\u305b\u308b\u3001\u3068\u3044\u3046\u65e5\u6570\u3092\u8868\u306b\u3057\u307e\u3059\u3002**\u65e5\u6570\u306f\u81ea\u793e\u306e\u4e8b\u696d\u90e8\u306e\u8fd4\u4e8b\u306e\u65e9\u3055\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\nPython \u306f\u3001Document AI \u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30e9\u30a4\u30d6\u30e9\u30ea\u3067 Form Parser \u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u306b\u6848\u5185\u306ePDF\u3092\u9001\u308a\u307e\u3059\u3002**\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u51e6\u7406\u306f1\u56de\u306e\u8981\u6c42\u3067\u6700\u592715\u30da\u30fc\u30b8**\u306a\u306e\u3067\u3001\u3075\u3064\u3046\u306e\u6848\u5185\u306f1\u56de\u3067\u8db3\u308a\u307e\u3059\u3002\u4e00\u89a7\u304c15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b\u6848\u5185\u306f\u3001\u30da\u30fc\u30b8\u3067\u5206\u3051\u3066\u9001\u308a\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u898b\u51fa\u3057\u306e\u6b04 | \u5404\u30da\u30fc\u30b8\u306e `formFields`\uff08`fieldName`\uff0f`fieldValue`\uff09 | \u4e8b\u52d9\u6240\u540d\u3001\u6848\u5185\u306e\u65e5\u4ed8\u3001\u56de\u7b54\u306e\u671f\u9650\u30011\u4ef6\u306e\u6848\u5185\u306e\u6a29\u5229\u756a\u53f7\u30fb\u5e74\u5206\u30fb\u671f\u9650\u30fb\u91d1\u984d |\n| \u4e00\u89a7\u306e\u8868 | \u5404\u30da\u30fc\u30b8\u306e `tables`\uff08`headerRows`\uff0f`bodyRows` \u306e\u30bb\u30eb\uff09 | \u4e00\u89a7\u5f62\u5f0f\u306e\u6848\u5185\u306e\u3001\u6a29\u5229\u3054\u3068\u306e\u884c |\n| \u56de\u7b54\u6b04\u306e\u30c1\u30a7\u30c3\u30af | `fieldValue` \u306e `valueType`\uff08`filled_checkbox`\uff0f`unfilled_checkbox`\uff09 | \u4e8b\u52d9\u6240\u304c\u4e8b\u524d\u306b\u5370\u3092\u4ed8\u3051\u305f\u56de\u7b54\u6b04\u306e\u6709\u7121 |\n| \u4e00\u822c\u7684\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3 | \u5fdc\u7b54\u306e `entities`\uff08`date_time`\u30fb`price`\u30fb`id` \u306a\u3069\uff09 | \u671f\u9650\u3068\u91d1\u984d\u306e\u5019\u88dc\u3092\u3082\u3046\u4e00\u3064\u306e\u7d4c\u8def\u3067\u62fe\u3046 |\n| \u4fe1\u983c\u5ea6\u3068\u4f4d\u7f6e | \u5404\u8981\u7d20\u306e `layout` \u306e `confidence`\u30fb`boundingPoly` | \u8aad\u3081\u305f\u6570\u5b57\u3068\u304b\u3059\u308c\u305f\u6570\u5b57\u306e\u533a\u5225\u3001\u6848\u5185\u306e\u8a72\u5f53\u7b87\u6240 |\n\n**\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001Form Parser \u306e\u8868\u306e\u30bb\u30eb\u306e `rowSpan` \u3068 `colSpan` \u306f\u5e38\u306b1**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u89a7\u5f62\u5f0f\u306e\u6848\u5185\u3067\u3001**\u6a29\u5229\u306e\u540d\u79f0\u304c\u9577\u304f2\u884c\u306b\u6298\u308a\u8fd4\u3055\u308c\u3066\u3044\u308b**\u3068\u30012\u884c\u76ee\u304c\u756a\u53f7\u3084\u671f\u9650\u306e\u7a7a\u3044\u305f\u884c\u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u524d\u306e\u884c\u306e\u7d9a\u304d\u3068\u3057\u3066\u3064\u306a\u3052\u308b\u306e\u304c\u3001\u6b21\u306e\u751f\u6210AI\u306e\u4ed5\u4e8b\u306e1\u3064\u3067\u3059\u3002\n\n\u5e74\u91d1\u53f0\u5e33\u3068\u8aad\u307f\u66ff\u3048\u8868\u306f\u3001Python \u304c\u8aad\u307f\u8fbc\u3080\u3060\u3051\u3067\u3059\u3002**\u6a29\u5229\u756a\u53f7\u306f\u6587\u5b57\u5217\u306e\u307e\u307e\u6271\u3044\u3001\u5148\u982d\u306e0\u3084\u8a18\u53f7\u304c\u843d\u3061\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u516c\u5f0f\u306e\u5bfe\u5fdc\u5f62\u5f0f\u306f PDF\u3001GIF\u3001TIFF\u3001JPEG\u3001PNG\u3001BMP\u3001WebP \u306a\u3069\u3067\u3059\u3002\u8907\u5408\u6a5f\u306e\u4fdd\u5b58\u306fPDF\u306b\u305d\u308d\u3048\u307e\u3059\n2. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306f**\u6700\u4f4e200dpi**\u304c\u671b\u307e\u3057\u304f\u3001**300dpi\u4ee5\u4e0a**\u304c\u4e00\u822c\u306b\u6700\u3082\u3088\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u89a7\u5f62\u5f0f\u306e\u6848\u5185\u306f\u5b57\u304c\u5c0f\u3055\u3044\u306e\u3067\u3001**300dpi\u3067\u53d6\u308a\u307e\u3059**\n3. **\u4e8b\u52d9\u6240\u306e\u6c7a\u5b9a** \u2026 \u6848\u5185\u306e\u898b\u51fa\u3057\u306e\u4e8b\u52d9\u6240\u540d\u3092\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u6c7a\u3081\u3001\u4e8b\u52d9\u6240\u306e\u4e00\u89a7\u3068\u8aad\u307f\u66ff\u3048\u8868\u306e\u3069\u306e\u884c\u3092\u4f7f\u3046\u304b\u3092\u6c7a\u3081\u307e\u3059\n4. **\u30da\u30fc\u30b8\u306e\u5206\u5272** \u2026 15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b\u4e00\u89a7\u306f\u3001\u30da\u30fc\u30b8\u3067\u5206\u3051\u3066\u9001\u308a\u307e\u3059\n5. **\u91cd\u8907\u306e\u78ba\u8a8d** \u2026 \u540c\u3058\u6a29\u5229\u30fb\u540c\u3058\u5e74\u5206\u306e\u6848\u5185\u304c\u3059\u3067\u306b\u7167\u5408\u7d50\u679c\u306b\u3042\u308c\u3070\u3001**\u518d\u9001\u304b\u3001\u5185\u5bb9\u306e\u8a02\u6b63\u304b\u3092\u78ba\u304b\u3081\u308b\u5370**\u3092\u4ed8\u3051\u307e\u3059\n6. **\u540c\u5c01\u7269\u306e\u5916\u3057** \u2026 \u8acb\u6c42\u66f8\u3084\u56de\u7b54\u66f8\u306e\u8fd4\u4fe1\u7528\u306e\u7528\u7d19\u306f\u3001\u7167\u5408\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\n\n**5\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4e8b\u52d9\u6240\u306f\u56de\u7b54\u304c\u7121\u3044\u3068\u3001\u671f\u9650\u306e\u524d\u306b\u3082\u3046\u4e00\u5ea6\u6848\u5185\u3092\u9001\u3063\u3066\u304d\u307e\u3059\u3002**\u540c\u3058\u6a29\u5229\u306e2\u901a\u76ee\u3092\u65b0\u3057\u3044\u6848\u5185\u3068\u3057\u3066\u6570\u3048\u308b\u3068\u3001\u4e8b\u696d\u90e8\u306b\u540c\u3058\u78ba\u8a8d\u30922\u56de\u9001\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** 2\u901a\u76ee\u306f\u300c\u7763\u4fc3\u300d\u3068\u3057\u3066\u3001\u3080\u3057\u308d\u512a\u5148\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u6a29\u5229\u3054\u3068\u306e\u884c\u306b\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059\u3053\u3068\u3068\u3001\u8868\u304c\u5d29\u308c\u305f\u3068\u304d\u306b\u884c\u3092\u3064\u306a\u304e\u76f4\u3059\u3053\u3068\u3067\u3059\u3002** \u6a29\u5229\u756a\u53f7\u306e\u8aad\u307f\u66ff\u3048\u3082\u3001\u53f0\u5e33\u3068\u306e\u6bd4\u8f03\u3082\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3082\u3001Python \u306e\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u898b\u51fa\u3057\u306e\u5199\u3057 | \u4e8b\u52d9\u6240\u540d\u3001\u6848\u5185\u306e\u65e5\u4ed8\u3001\u56de\u7b54\u306e\u671f\u9650 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u6a29\u5229\u756a\u53f7\u306e\u5199\u3057 | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306e\u756a\u53f7\u3068\u3001\u6a29\u5229\u306e\u7a2e\u985e\u306e\u66f8\u304d\u65b9 | \u8aad\u3081\u306a\u3044\u6841\u304c\u3042\u308c\u3070 `unreadable` |\n| \u5e74\u5206\u306e\u5199\u3057 | \u300c\u7b2c5\u5e74\u5206\u300d\u300c\u7b2c4\u5e74\u5206\u301c\u7b2c6\u5e74\u5206\u300d\u306a\u3069\u66f8\u304b\u308c\u305f\u3068\u304a\u308a | \u7a7a\u6b04\u306a\u3089 `blank` |\n| \u671f\u9650\u3068\u91d1\u984d\u306e\u5199\u3057 | \u7d0d\u4ed8\u671f\u9650\u3001\u7279\u8a31\u5e81\u306b\u7d0d\u3081\u308b\u984d\u3001\u624b\u6570\u6599\u3092\u5225\u3005\u306b | \u8aad\u3081\u306a\u3044\u6841\u304c\u3042\u308c\u3070 `unreadable` |\n| \u884c\u306e\u3064\u306a\u304e\u76f4\u3057 | 2\u884c\u306b\u6298\u308a\u8fd4\u3055\u308c\u305f\u540d\u79f0\u3092\u30011\u3064\u306e\u6a29\u5229\u306e\u884c\u306b\u623b\u3059 | \u623b\u305b\u306a\u3051\u308c\u3070 `table_broken` |\n| \u6848\u5185\u306e\u7a2e\u985e | \u5e74\u91d1\u306e\u6848\u5185\u3001\u66f4\u65b0\u306e\u6848\u5185\u3001\u7763\u4fc3\u3001\u671f\u9650\u7d4c\u904e\u306e\u6848\u5185 | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `unknown` |\n\n**6\u884c\u76ee\u304c\u3001AI\u3092\u4f7f\u3046\u7406\u7531\u306e1\u3064\u3067\u3059\u3002** \u4e8b\u52d9\u6240\u306b\u3088\u3063\u3066\u300c\u518d\u5ea6\u306e\u3054\u6848\u5185\u300d\u300c\u7d0d\u4ed8\u671f\u9650\u7d4c\u904e\u306e\u304a\u77e5\u3089\u305b\u300d\u300c\u8ffd\u7d0d\u306e\u3054\u6848\u5185\u300d\u3068\u66f8\u304d\u65b9\u304c\u9055\u3044\u3001**\u672c\u6587\u306e\u8a00\u3044\u56de\u3057\u304b\u3089\u6848\u5185\u306e\u7a2e\u985e\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u6c7a\u307e\u3063\u305f\u898f\u5247\u3067\u306f\u66f8\u304d\u306b\u304f\u3044\u4f5c\u696d**\u3067\u3059\u3002\u671f\u9650\u3092\u904e\u304e\u305f\u6a29\u5229\u306e\u6848\u5185\u306f\u3001\u7167\u5408\u7d50\u679c\u306e\u5148\u982d\u306b\u51fa\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8aad\u3081\u306a\u3044\u756a\u53f7\u3084\u671f\u9650\u3092\u305d\u308c\u3089\u3057\u304f\u6c7a\u3081\u308b | \u5225\u306e\u6a29\u5229\u306e\u671f\u9650\u3068\u3057\u3066\u53f0\u5e33\u306b\u5165\u308b |\n| \u6a29\u5229\u756a\u53f7\u306e\u66f8\u304d\u65b9\u3092\u76f4\u3059 | \u76f4\u3057\u65b9\u306f\u4e8b\u52d9\u6240\u3054\u3068\u306e\u8aad\u307f\u66ff\u3048\u8868\u3067\u6c7a\u3081\u308b |\n| \u671f\u9650\u3092\u8a08\u7b97\u3059\u308b\u3001\u671f\u9650\u3068\u5e74\u5206\u306e\u98df\u3044\u9055\u3044\u3092\u7247\u65b9\u306b\u5bc4\u305b\u308b | \u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u306f\u4e8b\u52d9\u6240\u3068\u78ba\u304b\u3081\u308b |\n| \u91d1\u984d\u306e\u5185\u8a33\u3092\u63a8\u3059\u3001\u5408\u8a08\u304b\u3089\u9006\u7b97\u3059\u308b | \u66f8\u304b\u308c\u305f\u91d1\u984d\u3060\u3051\u3092\u5199\u3059 |\n| \u7dad\u6301\u3059\u308b\u304b\u3001\u8ffd\u7d0d\u3067\u304d\u308b\u304b\u3092\u5224\u65ad\u3059\u308b | \u4e8b\u696d\u90e8\u30fb\u77e5\u8ca1\u90e8\u3068\u5f01\u7406\u58eb\u304c\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3001\u3053\u306e\u984c\u6750\u3067\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u7b2c6\u5e74\u5206\u300d\u3068\u66f8\u304b\u308c\u305f\u6848\u5185\u306e\u671f\u9650\u304c\u3001AI\u306e\u77e5\u3063\u3066\u3044\u308b\u6570\u3048\u65b9\u3068\u5408\u308f\u306a\u3044\u3068\u304d\u3001**AI\u306f\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5074\u306b\u671f\u9650\u3092\u76f4\u3057\u3066\u5199\u3057\u304c\u3061\u3067\u3059\u3002** \u76f4\u3057\u305f\u77ac\u9593\u306b\u3001\u4e8b\u52d9\u6240\u306e\u8aa4\u8a18\u304b\u53f0\u5e33\u306e\u8aa4\u308a\u304b\u3092\u898b\u3064\u3051\u308b\u624b\u304c\u304b\u308a\u304c\u6d88\u3048\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\u77e5\u8ca1\u90e8\u306e\u5e74\u91d1\u7ba1\u7406\u306e\u62c5\u5f53\u3067\u3001\u7279\u8a31\u4e8b\u52d9\u6240\u304b\u3089\u5c4a\u3044\u305f\n\u7d0d\u4ed8\u6848\u5185\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u3001\u6a29\u5229\u3054\u3068\u306e\u884c\u306b\u5199\u3059\u7acb\u5834\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5199\u3059\u9805\u76ee\u3011\n\u898b\u51fa\u3057\uff1aoffice_name\u3001notice_date_text\u3001reply_deadline_text\u3001\nnotice_type\uff08annuity\uff0frenewal\uff0freminder\uff0foverdue\uff0funknown\uff09\n\u6a29\u5229\u3054\u3068\u306e\u884c\uff1aright_type_text\uff08\u6a29\u5229\u306e\u7a2e\u985e\u3002\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\uff09\u3001\nright_no_text\uff08\u6a29\u5229\u756a\u53f7\u3002\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\uff09\u3001application_no_text\u3001\ntitle_text\u3001year_text\uff08\u5e74\u5206\u3002\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\uff09\u3001due_date_text\uff08\u7d0d\u4ed8\u671f\u9650\uff09\u3001\noffice_fee_text\uff08\u7279\u8a31\u5e81\u306b\u7d0d\u3081\u308b\u984d\uff09\u3001agent_fee_text\uff08\u624b\u6570\u6599\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u756a\u53f7\u30fb\u65e5\u4ed8\u30fb\u91d1\u984d\u306f\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306e\u6587\u5b57\u5217\u3067\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8aad\u307f\u306b\u304f\u3044\u6841\u3092\u3001\u3042\u308a\u305d\u3046\u306a\u6570\u5b57\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8aad\u3081\u306a\u3044\u6841\u304c\u3042\u308c\u3070 status \u3092 unreadable \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6a29\u5229\u756a\u53f7\u306e\u66f8\u304d\u65b9\uff08\u300c\u7279\u8a31\u7b2c\u300d\u300cJP\u300d\u306e\u6709\u7121\u3001\u30cf\u30a4\u30d5\u30f3\uff09\u3092\u305d\u308d\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7d0d\u4ed8\u671f\u9650\u3092\u3001\u767b\u9332\u65e5\u3084\u5e74\u5206\u304b\u3089\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u671f\u9650\u3068\u5e74\u5206\u304c\u5408\u308f\u306a\u3044\u3088\u3046\u306b\u898b\u3048\u3066\u3082\u3001\u3069\u3061\u3089\u3082\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u306f\u66f8\u304b\u308c\u305f\u3082\u306e\u3060\u3051\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5185\u8a33\u3092\u63a8\u3057\u305f\u308a\u3001\n  \u5408\u8a08\u304b\u3089\u9006\u7b97\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u518d\u5ea6\u306e\u3054\u6848\u5185\u300d\u300c\u671f\u9650\u7d4c\u904e\u300d\u300c\u8ffd\u7d0d\u300d\u306a\u3069\u306e\u8a00\u8449\u304c\u3042\u308c\u3070\u3001\n  notice_type \u3092\u305d\u308c\u306b\u5408\u308f\u305b\u3066\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u540d\u79f0\u304c2\u884c\u306b\u6298\u308a\u8fd4\u3055\u308c\u30012\u884c\u76ee\u306e\u756a\u53f7\u3068\u671f\u9650\u304c\u7a7a\u306e\u3068\u304d\u306f\u3001\n  \u524d\u306e\u884c\u306e\u7d9a\u304d\u3068\u3057\u3066\u3064\u306a\u3052\u3066\u304f\u3060\u3055\u3044\u3002\u3064\u306a\u3052\u3089\u308c\u306a\u3051\u308c\u3070\n  table_broken \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7dad\u6301\u3059\u308b\u304b\u3001\u8ffd\u7d0d\u3067\u304d\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7d0d\u4ed8\u6848\u5185\u3067\u306a\u3044\u66f8\u985e\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{ocr_result}\n```\n\n**\u5e74\u91d1\u53f0\u5e33\u3092AI\u306b\u6e21\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u3044\u3061\u3070\u3093\u306e\u5de5\u592b\u3067\u3059\u3002** \u53f0\u5e33\u3092\u898b\u305b\u308b\u3068\u3001\u8aad\u307f\u306b\u304f\u3044\u756a\u53f7\u3092\u53f0\u5e33\u306b\u3042\u308b\u756a\u53f7\u306b\u5bc4\u305b\u3001**\u671f\u9650\u3082\u53f0\u5e33\u306e\u671f\u9650\u306b\u5408\u308f\u305b\u3066\u5199\u3057\u307e\u3059\u3002** \u7167\u5408\u306e\u610f\u5473\u304c\u7121\u304f\u306a\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** OpenAI API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08Responses API \u306e `text.format` \u306b `type: \"json_schema\"` \u3068 `strict: true` \u3092\u6307\u5b9a\u3059\u308b\u65b9\u5f0f\uff09\u3092\u4f7f\u3044\u3001\u5f62\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"document_type\": \"annuity_notice\",\n  \"office_name\": \"\",\n  \"notice_date_text\": \"\",\n  \"reply_deadline_text\": \"\",\n  \"notice_type\": \"annuity | renewal | reminder | overdue | unknown\",\n  \"table_broken\": false,\n  \"rights\": [\n    {\n      \"right_type_text\": \"\", \"right_no_text\": \"\", \"application_no_text\": \"\",\n      \"title_text\": \"\", \"year_text\": \"\", \"due_date_text\": \"\",\n      \"office_fee_text\": \"\", \"agent_fee_text\": \"\",\n      \"status\": \"read | blank | unreadable\"\n    }\n  ]\n}\n```\n\n**\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3001\u7701\u7565\u3057\u3066\u3088\u3044\u9805\u76ee\u306f null \u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u8868\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**1\u4ef6\u306e\u6848\u5185\u3067\u3082\u4e00\u89a7\u3067\u3082\u540c\u3058 `rights` \u306e\u914d\u5217\u3067\u53d7\u3051\u3001\u7a7a\u6b04\u306f\u7a7a\u6587\u5b57\u3068 `status` \u3067\u8868\u3057\u307e\u3059\u3002**\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5e74\u91d1\u53f0\u5e33\u306e\u7167\u5408\u3092\u884c\u3054\u3068\u306b\u6a5f\u68b0\u7684\u306b\u56de\u305b\u308b\u3053\u3068\u3067\u3059\u3002** Python \u306f `right_no_text` \u3092\u8aad\u307f\u66ff\u3048\u8868\u3067\u6a29\u5229\u306e\u7a2e\u985e\u3068\u6570\u5b57\u306b\u76f4\u3057\u3001**\u53f0\u5e33\u306e\u884c\u3092\u5f15\u3044\u3066\u3001\u5e74\u5206\u30fb\u671f\u9650\u30fb\u4e8b\u52d9\u6240\u3092\u4e26\u3079\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u78ba\u8a8d\u306b\u56de\u3059\u7406\u7531\u3092\u898f\u5247\u3067\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u6761\u4ef6 | \u5370 |\n|:--|:--|\n| \u6a29\u5229\u756a\u53f7\u304c `unreadable`\u3001\u307e\u305f\u306f\u53f0\u5e33\u306b\u7121\u3044 | `right_not_found` |\n| \u6848\u5185\u306e\u7d0d\u4ed8\u671f\u9650\u304c\u3001\u53f0\u5e33\u306e\u6b21\u306e\u7d0d\u4ed8\u671f\u9650\u3068\u9055\u3046 | `due_mismatch` |\n| \u6848\u5185\u306e\u5e74\u5206\u304c\u3001\u53f0\u5e33\u306e\u6b21\u306e\u5e74\u5206\u3068\u9055\u3046 | `year_mismatch` |\n| \u6848\u5185\u3092\u9001\u3063\u305f\u4e8b\u52d9\u6240\u304c\u3001\u53f0\u5e33\u306e\u7ba1\u7406\u3059\u308b\u4e8b\u52d9\u6240\u3068\u9055\u3046 | `office_mismatch` |\n| \u53f0\u5e33\u306e\u7dad\u6301\u306e\u65b9\u91dd\u304c\u300c\u653e\u68c4\u4e88\u5b9a\u300d\u306a\u306e\u306b\u6848\u5185\u304c\u5c4a\u3044\u305f | `policy_check` |\n| `notice_type` \u304c `reminder` \u304b `overdue` | `urgent` |\n| \u8868\u304c\u5d29\u308c\u3066\u3044\u308b\u3001\u307e\u305f\u306f `document_type` \u304c\u6848\u5185\u3067\u306a\u3044 | `check_image` |\n\n**\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u306f\u3001Python \u304c\u6848\u5185\u306e\u671f\u9650\u304b\u3089\u6570\u3048\u307e\u3059\u3002** \u78ba\u8a8d\u306e\u6c7a\u307e\u308a\u306e\u65e5\u6570\u3067\u300c\u4e8b\u696d\u90e8\u306b\u78ba\u8a8d\u300d\u300c\u4e0a\u5e2d\u306b\u3082\u77e5\u3089\u305b\u308b\u300d\u3092\u4ed8\u3051\u3001**\u7167\u5408\u7d50\u679c\u306f `urgent` \u3092\u5148\u982d\u306b\u3001\u6b8b\u308a\u3092\u65e5\u6570\u306e\u77ed\u3044\u9806\u306b\u4e26\u3079\u307e\u3059\u3002**\n\n**`urgent` \u306e\u884c\u306b\u306f\u3001\u671f\u9650\u3092\u904e\u304e\u305f\u5f8c\u306e\u6271\u3044\u3092\u77e5\u8ca1\u90e8\u304c\u78ba\u304b\u3081\u308b\u5370\u3082\u4ed8\u3051\u307e\u3059\u3002** \u7279\u8a31\u6cd5\u7b2c112\u6761\u3067\u306f\u3001\u671f\u9650\u5185\u306b\u7d0d\u4ed8\u3067\u304d\u306a\u304b\u3063\u305f\u7279\u8a31\u6599\u306f**\u671f\u9593\u306e\u7d4c\u904e\u5f8c6\u6708\u4ee5\u5185\u306b\u8ffd\u7d0d\u3067\u304d\u3001\u305d\u306e\u5834\u5408\u306f\u7279\u8a31\u6599\u3068\u540c\u984d\u306e\u5272\u5897\u7279\u8a31\u6599\u3092\u7d0d\u3081\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5546\u6a19\u306e\u5f8c\u671f\u5206\u5272\u767b\u9332\u6599\u306b\u3082\u540c\u3058\u5f62\u306e\u8ffd\u7d0d\u306e\u5b9a\u3081\u304c\u3042\u308a\u307e\u3059\uff08\u5546\u6a19\u6cd5\u7b2c41\u6761\u306e2\u3001\u7b2c43\u6761\uff09\u3002**\u8ffd\u7d0d\u3067\u304d\u308b\u304b\u306e\u5224\u65ad\u306f\u3001AI\u306b\u3082 Python \u306b\u3082\u3055\u305b\u305a\u3001\u5f01\u7406\u58eb\u3068\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u62d2\u5426\u306e\u5fdc\u7b54\u306f `refusal` \u306e\u8981\u7d20\u3068\u3057\u3066\u8fd4\u308a\u3001\u51fa\u529b\u306e\u4e0a\u9650\u3067\u5207\u308c\u305f\u3068\u304d\u306f `status` \u304c `incomplete` \u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3069\u3061\u3089\u306e\u3068\u304d\u3082\u7167\u5408\u7d50\u679c\u306b\u66f8\u304b\u305a\u3001`check_image` \u3067\u4eba\u306b\u56de\u3059\u304b\u547c\u3073\u76f4\u3057\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8907\u5408\u6a5f\u306e\u4fdd\u5b58\u5148\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0 | Python \u306e\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c | \u65b0\u3057\u3044PDF\u3092\u53d6\u308a\u51fa\u3057\u3001\u51e6\u7406\u6e08\u307f\u306b\u79fb\u3059 |\n| Google Document AI | \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u306e\u547c\u3073\u51fa\u3057 | \u6b04\u3001\u4e00\u89a7\u306e\u8868\u3001\u56de\u7b54\u6b04\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3001\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| OpenAI API | Responses API \u306e\u547c\u3073\u51fa\u3057 | \u6848\u5185\u3092\u6a29\u5229\u3054\u3068\u306e\u884c\u306b\u5199\u3059 |\n| \u5e74\u91d1\u53f0\u5e33\u30fb\u8aad\u307f\u66ff\u3048\u8868\u30fb\u4e8b\u52d9\u6240\u306e\u4e00\u89a7 | Python \u3067\u306e\u8aad\u307f\u8fbc\u307f | \u5f15\u304d\u5f53\u3066\u3068\u6bd4\u8f03 |\n| \u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u6a29\u5229\u3054\u3068\u306e\u884c\u3001\u5370\u3001\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3001\u6848\u5185\u306e\u753b\u50cf\u306e\u30ea\u30f3\u30af |\n\n**\u5e74\u91d1\u53f0\u5e33\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u53d7\u9818\u65e5\u3068\u91d1\u984d\u3092\u53f0\u5e33\u306b\u53cd\u6620\u3059\u308b\u306e\u306f\u62c5\u5f53\u3067\u3001**\u671f\u9650\u306e\u98df\u3044\u9055\u3044\u304c\u89e3\u3051\u305f\u884c\u3060\u3051**\u3092\u53cd\u6620\u3057\u307e\u3059\u3002**\u4e8b\u52d9\u6240\u3078\u306e\u56de\u7b54\u3082\u3001\u4eba\u304c\u56de\u7b54\u66f8\u306b\u5370\u3092\u4ed8\u3051\u3066\u8fd4\u3057\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u304c\u898b\u308b\u306e\u306f\u3001\u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7\u3067\u3059\u3002** \u5370\u306e\u7121\u3044\u884c\u306f\u6d41\u3057\u898b\u3066\u53f0\u5e33\u306b\u53d7\u9818\u65e5\u3092\u53cd\u6620\u3057\u3001\u5370\u306e\u4ed8\u3044\u305f\u884c\u306f\u78ba\u304b\u3081\u307e\u3059\u3002\n\n1. **`urgent` \u3092\u5148\u306b\u898b\u308b** \u2026 \u7763\u4fc3\u3068\u671f\u9650\u7d4c\u904e\u306e\u6848\u5185\u3067\u3059\u3002**\u4e8b\u696d\u90e8\u3068\u4e0a\u5e2d\u306b\u540c\u3058\u65e5\u306e\u3046\u3061\u306b\u77e5\u3089\u305b\u3001\u5f01\u7406\u58eb\u306b\u6271\u3044\u3092\u78ba\u304b\u3081\u307e\u3059**\n2. **`due_mismatch` \u3068 `year_mismatch` \u3092\u898b\u308b** \u2026 \u6848\u5185\u306e\u753b\u50cf\u3068\u53f0\u5e33\u306e\u767b\u9332\u65e5\u3092\u898b\u3066\u3001**\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u4e8b\u52d9\u6240\u306b\u78ba\u304b\u3081\u307e\u3059\u3002** \u63a8\u6e2c\u3067\u3069\u3061\u3089\u304b\u306b\u5408\u308f\u305b\u307e\u305b\u3093\n3. **`right_not_found` \u3068 `office_mismatch` \u3092\u898b\u308b** \u2026 \u79fb\u7ba1\u306e\u8a18\u9332\u306e\u6f0f\u308c\u304b\u3001\u53f0\u5e33\u3078\u306e\u767b\u9332\u306e\u6f0f\u308c\u304b\u3092\u78ba\u304b\u3081\u3001\u53f0\u5e33\u3092\u76f4\u3057\u307e\u3059\n4. **`policy_check` \u3092\u898b\u308b** \u2026 \u653e\u68c4\u306e\u65b9\u91dd\u304c\u4e8b\u52d9\u6240\u306b\u4f1d\u308f\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n5. **\u671f\u9650\u306e\u8fd1\u3044\u9806\u306b\u3001\u4e8b\u696d\u90e8\u306b\u7dad\u6301\u306e\u78ba\u8a8d\u3092\u9001\u308b** \u2026 \u78ba\u8a8d\u3092\u9001\u3063\u305f\u65e5\u3092\u7167\u5408\u7d50\u679c\u306b\u6b8b\u3057\u307e\u3059\n\n**\u76ee\u6a19\u306f\u3001300\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef62\u5206\u3067\u3059\u3002** \u5370\u306e\u7121\u3044\u884c\u306f\u6d41\u3057\u898b\u3067\u6570\u5341\u79d2\u3001\u98df\u3044\u9055\u3044\u306e\u3042\u308b\u884c\u306f\u4e8b\u52d9\u6240\u3084\u4e8b\u696d\u90e8\u306b\u78ba\u304b\u3081\u308b\u306e\u3067\u6570\u5206\u304b\u304b\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u4e00\u89a7\u306e\u540d\u79f0\u304c\u6298\u308a\u8fd4\u3055\u308c\u3066\u8868\u304c\u5d29\u308c\u308b | AI\u304c\u884c\u3092\u3064\u306a\u304e\u76f4\u3059\u3002\u623b\u305b\u306a\u3051\u308c\u3070 `table_broken` \u3067\u62c5\u5f53\u3078 |\n| \u4e00\u89a7\u304c15\u30da\u30fc\u30b8\u3092\u8d85\u3048\u308b | \u30da\u30fc\u30b8\u3067\u5206\u3051\u3066\u9001\u308a\u3001\u884c\u30921\u3064\u306e\u6848\u5185\u306b\u307e\u3068\u3081\u308b |\n| \u540c\u3058\u6a29\u5229\u306e\u6848\u5185\u304c2\u901a\u5c4a\u304f | 2\u901a\u76ee\u306f `urgent` \u3068\u3057\u3066\u6271\u3044\u3001**\u4e8b\u696d\u90e8\u3078\u306e\u78ba\u8a8d\u3092\u91cd\u306d\u3066\u9001\u3089\u306a\u3044** |\n| \u5916\u56fd\u306e\u6a29\u5229\u306e\u6848\u5185\u304c\u6df7\u3056\u308b | \u53f0\u5e33\u306e\u56fd\u306e\u5217\u3067\u5f15\u304d\u5f53\u3066\u308b\u3002\u7121\u3051\u308c\u3070 `right_not_found` |\n| \u5e74\u5206\u304c\u300c\u7b2c4\u5e74\u5206\u301c\u7b2c6\u5e74\u5206\u300d\u3068\u307e\u3068\u3081\u3066\u66f8\u304b\u308c\u308b | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3001\u53f0\u5e33\u306e\u5e74\u5206\u3068\u7bc4\u56f2\u3067\u6bd4\u3079\u308b |\n| \u624b\u66f8\u304d\u306e\u8ffd\u8a18\uff08\u300c\u81f3\u6025\u300d\u306a\u3069\uff09\u304c\u3042\u308b | \u5168\u6587\u304b\u3089\u62fe\u3044\u3001\u7167\u5408\u7d50\u679c\u306e\u5099\u8003\u306b\u5199\u3059 |\n| AI\u304c\u62d2\u5426\u306e\u5fdc\u7b54\u3092\u8fd4\u3059 | `check_image` \u3067\u4eba\u306b\u56de\u3059\u3002\u7167\u5408\u7d50\u679c\u306b\u306f\u66f8\u304b\u306a\u3044 |\n| OCR\u30fbAI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | PDF\u3092\u51e6\u7406\u6e08\u307f\u306b\u79fb\u3055\u305a\u306b\u6b8b\u3059\u3002**\u6b21\u306e\u5b9f\u884c\u3067\u62fe\u3044\u76f4\u3059** |\n\n**\u4e0a\u306e3\u884c\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u4e8b\u52d9\u6240\u3054\u3068\u306e\u6848\u5185\u306e\u66f8\u5f0f\u3068\u3001\u56de\u7b54\u306e\u9045\u308c\u306e\u554f\u984c**\u3067\u3059\u3002\u5d29\u308c\u3084\u3059\u3044\u66f8\u5f0f\u306e\u4e8b\u52d9\u6240\u306b\u306f\u3001\u4e00\u89a7\u306e\u96fb\u5b50\u30c7\u30fc\u30bf\u3082\u9001\u3063\u3066\u3082\u3089\u3048\u306a\u3044\u304b\u3092\u76f8\u8ac7\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u6848\u5185\u306ePDF\u3068\u3001\u53d7\u9818\u65e5\u30fb\u4e8b\u52d9\u6240\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001OpenAI API \u306e\u5fdc\u7b54\u306e\u5168\u6587\n- \u7167\u5408\u306b\u4f7f\u3063\u305f\u5e74\u91d1\u53f0\u5e33\u306e\u51fa\u529b\u65e5\u6642\u3068\u3001\u8aad\u307f\u66ff\u3048\u8868\u306e\u7248\n- \u4ed8\u3044\u305f\u5370\u3068\u3001**\u62c5\u5f53\u304c\u78ba\u304b\u3081\u305f\u7d50\u679c\u30fb\u4e8b\u52d9\u6240\u3068\u306e\u3084\u308a\u53d6\u308a\u30fb\u78ba\u304b\u3081\u305f\u65e5\u6642**\n- \u4e8b\u696d\u90e8\u306b\u7dad\u6301\u306e\u78ba\u8a8d\u3092\u9001\u3063\u305f\u65e5\u3068\u3001\u8fd4\u4e8b\u306e\u65e5\u3068\u5185\u5bb9\n- \u4e8b\u52d9\u6240\u306b\u56de\u7b54\u66f8\u3092\u8fd4\u3057\u305f\u65e5\u3068\u3001\u56de\u7b54\u306e\u5185\u5bb9\n\n**5\u3064\u76ee\u30686\u3064\u76ee\u306f\u3001\u671f\u9650\u306e\u7ba1\u7406\u306e\u8a18\u9332\u305d\u306e\u3082\u306e\u3067\u3059\u3002** \u671f\u9650\u3092\u904e\u304e\u304b\u3051\u305f\u3068\u304d\u306b\u3001**\u3069\u3053\u3067\u6b62\u307e\u3063\u3066\u3044\u305f\u304b**\uff08\u7167\u5408\u3001\u4e8b\u696d\u90e8\u306e\u8fd4\u4e8b\u3001\u4e8b\u52d9\u6240\u3078\u306e\u56de\u7b54\uff09\u3092\u5f8c\u304b\u3089\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u5c4a\u3044\u305f\u6848\u5185\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u4e00\u89a7\u5f62\u5f0f\u306e\u6848\u5185\u3001\u7763\u4fc3\u3001\u53f0\u5e33\u3068\u671f\u9650\u304c\u98df\u3044\u9055\u3063\u3066\u3044\u305f\u6848\u5185\u3092\u5fc5\u305a\u5165\u308c\u308b**\uff09\n2. \u305d\u306e30\u4ef6\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u306e\u53f0\u5e33\u306e\u8a18\u9332\u3068\u3001\u4e8b\u52d9\u6240\u3068\u306e\u3084\u308a\u53d6\u308a\u3092\u7528\u610f\u3059\u308b\n3. \u6848\u5185\u306ePDF\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b1\u679a\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u7d0d\u4ed8\u6848\u5185\u306e\u4e8b\u52d9\u6240\u540d\u3001\u6a29\u5229\u756a\u53f7\u3001\u5e74\u5206\u3001\u7d0d\u4ed8\u671f\u9650\u3001\u7279\u8a31\u5e81\u306b\u7d0d\u3081\u308b\u984d\u3001\u624b\u6570\u6599\u3001\u56de\u7b54\u306e\u671f\u9650\u3092\u3001\u6a29\u5229\u3054\u3068\u306b\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u756a\u53f7\u3084\u65e5\u4ed8\u3092\u88dc\u3063\u305f\u308a\u76f4\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u671f\u9650\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3044\u6841\u306f\u300e\u8aad\u3081\u306a\u3044\u300f\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u5199\u3055\u308c\u305f\u5024\u3092\u3001\u5f53\u6642\u306e\u53f0\u5e33\u306e\u8a18\u9332\u3068\u6bd4\u3079\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u5024\u304c\u5199\u305b\u3001\u4e00\u89a7\u306e\u884c\u304c\u3059\u3079\u3066\u51fa\u305f | **OCR\u3068 Python \u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u671f\u9650\u3092\u5e74\u5206\u304b\u3089\u8a08\u7b97\u3057\u3066\u76f4\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u4e00\u89a7\u306e\u540d\u79f0\u306e\u6298\u308a\u8fd4\u3057\u3067\u884c\u304c\u305a\u308c\u308b | \u4e8b\u52d9\u6240\u3054\u3068\u306e\u50be\u5411\u3092\u898b\u308b\u3002\u76f4\u3089\u306a\u3044\u66f8\u5f0f\u306f `table_broken` \u3068\u3057\u3066\u4eba\u306b\u56de\u3059 |\n| \u8aad\u3081\u306a\u3044\u6570\u5b57\u304c\u591a\u3044 | **\u30b9\u30ad\u30e3\u30f3\u306e\u8a2d\u5b9a\u304c\u5148\u3002** 300dpi\u3067\u53d6\u308a\u76f4\u3057\u3066\u6bd4\u3079\u308b |\n\n**1\u884c\u76ee\u306e\u300c\u4e00\u89a7\u306e\u884c\u304c\u3059\u3079\u3066\u51fa\u305f\u300d\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4fa1\u5024\u3092\u78ba\u304b\u3081\u308b\u3068\u3053\u308d\u3067\u3059\u3002** \u66f8\u304d\u5199\u3057\u3067\u884c\u3092\u98db\u3070\u3059\u3068\u3044\u3046\u5931\u6557\u306e\u578b\u304c\u3001\u305d\u3053\u3067\u7121\u304f\u306a\u308a\u307e\u3059\u3002","minimal_setup_short":"\u6848\u5185\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u6a29\u5229\u3054\u3068\u306e\u884c\u3092\u5199\u3055\u305b\u308b \uff0f 1\u679a\u3054\u3068\u306e\u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3092\u547c\u3073\u3001\u5199\u3057\u305f\u5024\u3092\u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u4e00\u89a7\u3078\u306e\u66f8\u304d\u51fa\u3057","full_setup":"\u4e0a\u8a18\uff0b\u30d5\u30a9\u30eb\u30c0\u306e\u78ba\u8a8d\u3092\u81ea\u52d5\u3067\u56de\u3057\u3001\u53f0\u5e33\u306e\u5f15\u304d\u5f53\u3066\u30fb\u5e74\u5206\u3068\u671f\u9650\u306e\u6bd4\u8f03\u30fb\u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u3067\u5370\u3092\u4ed8\u3051\u3001\u671f\u9650\u306e\u8fd1\u3044\u9806\u306b\u4e26\u3079\u308b \uff0f \u7167\u5408\u306e\u5168\u4f53\u3068\u3001\u78ba\u8a8d\u306e\u9806\u756a\u306e\u6c7a\u5b9a","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef68\u5206\u304c5\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u304d\u5199\u3057\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001**\u53f0\u5e33\u3092\u63a2\u3057\u3066\u898b\u6bd4\u3079\u308b\u4f5c\u696d\u3068\u3001\u671f\u9650\u306e\u8fd1\u3044\u3082\u306e\u3092\u62fe\u3046\u4f5c\u696d\u306f\u3001\u76ee\u3067\u884c\u3046\u4f5c\u696d\u3068\u3057\u3066\u6b8b\u308a\u307e\u3059\u3002** **\u672c\u683c\u69cb\u6210\u30672\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**\u63a2\u3059\u3053\u3068\u3068\u898b\u6bd4\u3079\u308b\u3053\u3068\u304c\u898f\u5247\u306b\u79fb\u308a\u3001\u62c5\u5f53\u304c\u898b\u308b\u306e\u304c\u5370\u306e\u4ed8\u3044\u305f\u884c\u3060\u3051\u306b\u306a\u308b\u305f\u3081\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**\u756a\u53f7\u306e\u66f8\u304d\u65b9\u306e\u7656\u3068\u3001\u53f0\u5e33\u306e\u4e8b\u52d9\u6240\u306e\u5217\u306e\u53e4\u3055**\u304c\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u671f\u9650\u3092AI\u304c\u5e74\u5206\u304b\u3089\u8a08\u7b97\u3057\u3066\u76f4\u3059 | **\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3055\u305b\u3001\u98df\u3044\u9055\u3044\u306f\u5370\u306b\u3057\u3066\u4e8b\u52d9\u6240\u306b\u78ba\u304b\u3081\u308b** |\n| \u756a\u53f7\u3084\u671f\u9650\u304c\u53f0\u5e33\u306b\u5bc4\u305b\u3089\u308c\u308b | **\u5e74\u91d1\u53f0\u5e33\u3092AI\u306b\u898b\u305b\u306a\u3044\u3002** \u7167\u5408\u306f Python \u3067\u884c\u3046 |\n| \u4e00\u89a7\u306e\u884c\u3092\u98db\u3070\u3059\u3001\u6298\u308a\u8fd4\u3057\u3067\u884c\u304c\u305a\u308c\u308b | **AI\u306b\u884c\u3092\u3064\u306a\u304e\u76f4\u3055\u305b\u3001\u623b\u305b\u306a\u3051\u308c\u3070\u4eba\u3078** |\n| \u756a\u53f7\u306e\u66f8\u304d\u65b9\u304c\u4e8b\u52d9\u6240\u3054\u3068\u306b\u9055\u3046 | **\u8aad\u307f\u66ff\u3048\u8868\u3067\u76f4\u3059\u3002** AI\u306b\u306f\u305d\u308d\u3048\u3055\u305b\u306a\u3044 |\n| \u7763\u4fc3\u3092\u65b0\u3057\u3044\u6848\u5185\u3068\u3057\u3066\u6570\u3048\u308b | **\u540c\u3058\u6a29\u5229\u30fb\u540c\u3058\u5e74\u5206\u306e2\u901a\u76ee\u306f `urgent`** |\n| \u8ffd\u7d0d\u3067\u304d\u308b\u304b\u3092\u6a5f\u68b0\u3067\u6c7a\u3081\u308b | **\u5224\u65ad\u3055\u305b\u306a\u3044\u3002** \u5f01\u7406\u58eb\u3068\u78ba\u304b\u3081\u308b |\n| \u6a29\u5229\u756a\u53f7\u306e\u5148\u982d\u306e0\u3084\u8a18\u53f7\u304c\u843d\u3061\u308b | **\u6587\u5b57\u5217\u306e\u307e\u307e\u8aad\u307f\u66f8\u304d\u3059\u308b** |\n| \u56fd\u5916\u3067\u306e\u51e6\u7406\u3092\u78ba\u304b\u3081\u3066\u3044\u306a\u3044 | \u65e5\u672c\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u304c\u7121\u3044\u3002**\u793e\u5185\u306e\u6c7a\u307e\u308a\u3092\u5148\u306b\u78ba\u304b\u3081\u308b** |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001**\u6848\u5185\u306b\u66f8\u304b\u308c\u3066\u3044\u305f\u4e8b\u5b9f\u304c\u3001\u7167\u5408\u306e\u524d\u306b\u6d88\u3048\u3066\u3057\u307e\u3046**\u3068\u3044\u3046\u540c\u3058\u578b\u306e\u5931\u6557\u3067\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u6a29\u5229\u756a\u53f7\u3001\u767a\u660e\u306e\u540d\u79f0\u3084\u5546\u6a19\u3001\u7d0d\u4ed8\u671f\u9650\u3068\u91d1\u984d\u3001\u4e8b\u52d9\u6240\u540d\u3001\u56de\u7b54\u306e\u671f\u9650\u3067\u3059\u3002**\u6a29\u5229\u305d\u306e\u3082\u306e\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3069\u306e\u6a29\u5229\u3092\u7dad\u6301\u3057\u3001\u3069\u308c\u3092\u624b\u653e\u3059\u304b\u306e\u691c\u8a0e\u306f\u3001\u81ea\u793e\u306e\u4e8b\u696d\u306e\u65b9\u5411\u3092\u793a\u3059\u60c5\u5831**\u3067\u3059\u3002\n\n1. **\u56fd\u5916\u3067\u51e6\u7406\u3059\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u308b** \u2026 Document AI \u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306e\u4e00\u89a7\u306b\u65e5\u672c\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u793e\u5185\u306e\u6c7a\u307e\u308a\u3067\u3001\u6848\u5185\u3092\u56fd\u5916\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u51e6\u7406\u3057\u3066\u3088\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u8a8d\u3081\u3089\u308c\u306a\u3044\u5834\u5408\u306f\u3001\u65e5\u672c\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u51e6\u7406\u3067\u304d\u308b\u88fd\u54c1\u3092\u691c\u8a0e\u3057\u307e\u3059\n2. **\u751f\u6210AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u6e21\u3059\u306e\u306f\u6848\u5185\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3067\u3059\u3002**\u5e74\u91d1\u53f0\u5e33\u306e\u7dad\u6301\u306e\u65b9\u91dd\u3084\u4e8b\u696d\u90e8\u306e\u60c5\u5831\u306f\u6e21\u3055\u305a\u3001\u7167\u5408\u306f Python \u306e\u5074\u3067\u884c\u3044\u307e\u3059**\n3. **\u53f0\u5e33\u306e\u671f\u9650\u3092\u81ea\u52d5\u3067\u66f8\u304d\u63db\u3048\u306a\u3044** \u2026 \u5e74\u91d1\u53f0\u5e33\u3078\u306e\u53cd\u6620\u306f\u62c5\u5f53\u306e\u64cd\u4f5c\u3060\u3051\u3067\u3059\n4. **\u4e8b\u52d9\u6240\u3078\u306e\u56de\u7b54\u3092\u81ea\u52d5\u3067\u8fd4\u3055\u306a\u3044** \u2026 \u300c\u7d0d\u4ed8\u3059\u308b\u300d\u300c\u653e\u68c4\u3059\u308b\u300d\u306e\u56de\u7b54\u306f\u3001\u4e8b\u696d\u90e8\u306e\u8fd4\u4e8b\u3092\u53d7\u3051\u3066\u62c5\u5f53\u304c\u8fd4\u3057\u307e\u3059\n5. **\u671f\u9650\u3068\u8ffd\u7d0d\u306e\u5224\u65ad\u3092\u6a5f\u68b0\u306b\u4efb\u305b\u306a\u3044** \u2026 \u671f\u9650\u307e\u3067\u306e\u65e5\u6570\u306f\u4e26\u3079\u66ff\u3048\u306b\u4f7f\u3046\u3060\u3051\u3067\u3001**\u8ffd\u7d0d\u306e\u53ef\u5426\u3084\u6a29\u5229\u306e\u6271\u3044\u306f\u5f01\u7406\u58eb\u3068\u78ba\u304b\u3081\u307e\u3059**\n6. **API\u30ad\u30fc\u3092\u793e\u5185\u306e\u6c7a\u307e\u308a\u306b\u6cbf\u3063\u3066\u4fdd\u7ba1\u3059\u308b** \u2026 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**\u671f\u9650\u306e\u8fd1\u3044\u9806\u306b\u4e26\u3079\u308b\u3053\u3068\u3068\u3001\u671f\u9650\u3092\u76f4\u3055\u305b\u306a\u3044\u3053\u3068\u3067\u3001\u8a2d\u8a08\u306e\u5074\u304b\u3089\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u6570\u767e\u304b\u3089\u6570\u5343\u4ef6\u306e\u7279\u8a31\u30fb\u5b9f\u7528\u65b0\u6848\u30fb\u610f\u5320\u30fb\u5546\u6a19\u3092\u6301\u3064\u30e1\u30fc\u30ab\u30fc\u306a\u3069\u306e\u77e5\u8ca1\u90e8\u3067\u3001\u8907\u6570\u306e\u7279\u8a31\u4e8b\u52d9\u6240\u304b\u3089\u7d19\u306e\u5e74\u91d1\uff08\u7279\u8a31\u6599\u30fb\u767b\u9332\u6599\uff09\u3084\u66f4\u65b0\u306e\u7d0d\u4ed8\u6848\u5185\u304c\u5c4a\u304d\u3001\u62c5\u5f53\u304c\u5e74\u91d1\u53f0\u5e33\u3068\u898b\u6bd4\u3079\u3066\u66f8\u304d\u5199\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u4e8b\u52d9\u6240\u3054\u3068\u306b\u6848\u5185\u306e\u66f8\u5f0f\u304c\u9055\u3044\u30011\u679a\u306b\u8907\u6570\u306e\u6a29\u5229\u304c\u4e00\u89a7\u3067\u8f09\u308b\u6848\u5185\u3082\u3042\u308b\u5834\u5408\u3002\u671f\u9650\u306e\u8fd1\u3044\u6a29\u5229\u3092\u4e8b\u696d\u90e8\u306b\u78ba\u304b\u3081\u308b\u4f9d\u983c\u304c\u9045\u308c\u304c\u3061\u3067\u3001\u53f0\u5e33\u3068\u6848\u5185\u306e\u671f\u9650\u3084\u5e74\u5206\u306e\u98df\u3044\u9055\u3044\u306b\u6c17\u3065\u304f\u306e\u304c\u9045\u3044\u5834\u5408\u3002","not_recommended_for":"\u5e74\u91d1\u306e\u7ba1\u7406\u30921\u3064\u306e\u7279\u8a31\u4e8b\u52d9\u6240\u3084\u5e74\u91d1\u7ba1\u7406\u306e\u4f1a\u793e\u306b\u4efb\u305b\u304d\u308a\u306b\u3057\u3066\u3044\u3066\u3001\u81ea\u793e\u3067\u53f0\u5e33\u3092\u6301\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u6848\u5185\u304c\u3059\u3079\u3066\u96fb\u5b50\u30c7\u30fc\u30bf\u3067\u5c4a\u304d\u3001\u53f0\u5e33\u306b\u53d6\u308a\u8fbc\u3080\u4ed5\u7d44\u307f\u304c\u3059\u3067\u306b\u3042\u308b\u5834\u5408\u3002\u6301\u3063\u3066\u3044\u308b\u6a29\u5229\u304c\u6570\u5341\u4ef6\u3067\u3001\u62c5\u5f53\u304c\u76ee\u3067\u898b\u3066\u8db3\u308a\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u6a29\u5229\u3092\u7dad\u6301\u3059\u308b\u304b\u653e\u68c4\u3059\u308b\u304b\u306e\u5224\u65ad\u3001\u7d0d\u4ed8\u671f\u9650\u3084\u8ffd\u7d0d\u306e\u53ef\u5426\u306e\u6cd5\u7684\u306a\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u6a29\u5229\u756a\u53f7\u306e\u8aad\u307f\u66ff\u3048\u8868\u3068\u78ba\u8a8d\u306e\u6c7a\u307e\u308a\u3092\u4f5c\u308b**\n\n5\u3064\u306e\u4e8b\u52d9\u6240\u306e\u6848\u5185\u3092\u4e26\u3079\u3001**\u756a\u53f7\u306e\u66f8\u304d\u65b9\u3068\u3001\u6a29\u5229\u306e\u7a2e\u985e\u306e\u66f8\u304d\u65b9**\u3092\u8868\u306b\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u671f\u9650\u307e\u3067\u4f55\u65e5\u3067\u4e8b\u696d\u90e8\u306b\u78ba\u304b\u3081\u3001\u4f55\u65e5\u3067\u4e0a\u5e2d\u306b\u77e5\u3089\u305b\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u6848\u518530\u4ef6\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u3001\u6a29\u5229\u3054\u3068\u306e\u884c\u3092\u5199\u3055\u305b\u307e\u3059\u3002**\u671f\u9650\u3092\u8a08\u7b97\u3067\u76f4\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u4e00\u89a7\u306e\u884c\u3092\u98db\u3070\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u793e\u5185\u306e\u6c7a\u307e\u308a\u306e\u78ba\u8a8d\u3068\u3001\u53f0\u5e33\u306e\u6574\u5099**\n\n\u6848\u5185\u3092\u5916\u90e8\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u56fd\u5916\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u51e6\u7406\u3057\u3066\u3088\u3044\u304b\u3092\u3001**\u793e\u5185\u306e\u6c7a\u307e\u308a\u3067\u78ba\u304b\u3081\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u5e74\u91d1\u53f0\u5e33\u306e\u300c\u7ba1\u7406\u3059\u308b\u4e8b\u52d9\u6240\u300d\u306e\u5217\u3092\u6700\u65b0\u306b\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u7167\u5408\u7d50\u679c\u307e\u3067\u3092\u3064\u306a\u3050**\n\nPython \u3067\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u78ba\u304b\u3081\u3001OCR\u3092\u547c\u3073\u3001\u5199\u3057\u305f\u5024\u3092\u7167\u5408\u7d50\u679c\u306e\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u5370\u3092\u51fa\u3055\u305a\u3001\u62c5\u5f53\u304c\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u53f0\u5e33\u3068\u898b\u6bd4\u3079\u306a\u304c\u3089\u3001\u4e00\u89a7\u306e\u5024\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** 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1\u4ef68\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u4e8b\u696d\u90e8\u3078\u306e\u78ba\u8a8d\u304c\u6848\u5185\u306e\u5c4a\u3044\u305f\u9031\u306b\u59cb\u307e\u308a\u3001\u98df\u3044\u9055\u3044\u304c\u4e8b\u52d9\u6240\u3068\u306e\u78ba\u304b\u3081\u3067\u89e3\u3051\u308b\u3082\u306e\u3060\u3051\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0709","UC-0130","UC-0183","UC-0249"],"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":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"},{"id":3912,"slug":"factcheck-taisei-content-ai","title":"\u8a18\u4e8b\u306e\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af5\u5de5\u7a0b\uff5c\u8aa4\u60c5\u5831\u3092\u4e16\u306b\u51fa\u3055\u306a\u3044"}],"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\u3001\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3001\u8868\u3001\u4e00\u822c\u7684\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3002\u8a00\u8a9e\u306e\u4e00\u89a7\u3067\u65e5\u672c\u8a9e\uff08`ja`\uff09\u304c\u624b\u66f8\u304d\u306b\u5bfe\u5fdc\u3059\u308b\u8a00\u8a9e\u3068\u3057\u3066\u793a\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u51e6\u7406\u304c\u6700\u592715\u30da\u30fc\u30b8\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Processor list](https:\/\/docs.cloud.google.com\/document-ai\/docs\/processors-list) | 2026-10-14 |\n| 11\u7a2e\u985e\u306e\u4e00\u822c\u7684\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08`date_time`\u3001`price`\u3001`id` \u306a\u3069\uff09\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u3002\u8868\u306f\u30bb\u30eb\u304c\u884c\u3084\u5217\u306b\u307e\u305f\u304c\u3089\u306a\u3044\u5358\u7d14\u306a\u3082\u306e\u304c\u5bfe\u8c61\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Form Parser](https:\/\/docs.cloud.google.com\/document-ai\/docs\/form-parser) | 2026-10-14 |\n| `formFields` \u306e `fieldName`\uff0f`fieldValue`\u3001`valueType` \u306e `filled_checkbox`\uff0f`unfilled_checkbox`\u3001`layout` \u306e `confidence`\u30fb`boundingPoly`\u3001\u8868\u306e `headerRows`\uff0f`bodyRows` \u3068\u3001Form Parser \u3067\u306f `rowSpan`\u30fb`colSpan` \u304c\u5e38\u306b1\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Handle the processing response](https:\/\/docs.cloud.google.com\/document-ai\/docs\/handle-response) | 2026-10-14 |\n| \u5bfe\u5fdc\u5f62\u5f0f\u304c PDF\u3001GIF\u3001TIFF\u3001JPEG\u3001PNG\u3001BMP\u3001WebP 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\u3092\u6307\u5b9a\u3057\u3066\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3048\u308b\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u9805\u76ee\u3092 `required` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u7701\u7565\u306f null \u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u8868\u3059\u3053\u3068\u3002\u62d2\u5426\u306e\u5fdc\u7b54\u304c `refusal` \u3068\u3057\u3066\u8fd4\u308b\u3053\u3068\u3002\u51fa\u529b\u306e\u4e0a\u9650\u3067 `incomplete` \u306b\u306a\u308a\u3046\u308b\u3053\u3068 | [OpenAI API: Structured model outputs](https:\/\/developers.openai.com\/api\/docs\/guides\/structured-outputs) | 2026-10-14 |\n| 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\u5f8c\u671f\u5206\u5272\u767b\u9332\u6599\u306f\u5b58\u7d9a\u671f\u9593\u306e\u6e80\u4e86\u524d5\u5e74\u307e\u3067\u306b\u7d0d\u4ed8\u3057\u3001\u671f\u9593\u5185\u306b\u7d0d\u4ed8\u3067\u304d\u306a\u3044\u3068\u304d\u306f\u7d4c\u904e\u5f8c6\u6708\u4ee5\u5185\u306b\u8ffd\u7d0d\u3067\u304d\u308b\u3053\u3068\uff08\u7b2c41\u6761\u306e2\uff09\u3002\u305d\u306e\u5834\u5408\u306b\u767b\u9332\u6599\u3068\u540c\u984d\u306e\u5272\u5897\u767b\u9332\u6599\u3092\u7d0d\u3081\u308b\u3053\u3068\uff08\u7b2c43\u6761\u7b2c3\u9805\uff09 | [e-Gov\u6cd5\u4ee4API: \u5546\u6a19\u6cd5](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/334AC0000000127) | 2026-10-14 |\n\n**\u6a29\u5229\u3092\u7dad\u6301\u3059\u308b\u304b\u653e\u68c4\u3059\u308b\u304b\u3001\u7d0d\u4ed8\u671f\u9650\u3068\u8ffd\u7d0d\u306e\u6271\u3044\u3001\u6848\u5185\u3092\u5916\u90e8\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u51e6\u7406\u3057\u3066\u3088\u3044\u304b\u306f\u3001\u81ea\u793e\u306e\u77e5\u8ca1\u306e\u65b9\u91dd\u3068\u5f01\u7406\u58eb\u306e\u78ba\u8a8d\u306b\u6cbf\u3063\u3066\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u5404\u88fd\u54c1\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3068\u6cd5\u4ee4\u306e\u6761\u6587\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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