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`LAYOUT`\uff08`LAYOUT_TITLE`\u3001`LAYOUT_SECTION_HEADER`\u3001`LAYOUT_TEXT`\uff09 | \u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5225\u3068\u3001\u672c\u6587\u306e\u5207\u308a\u51fa\u3057 |\n| \u6c7a\u307e\u3063\u305f\u9805\u76ee | `QUERIES`\uff08\u554f\u3044\u3068\u5225\u540d\u3092\u6c7a\u3081\u3066\u304a\u304f\uff09 | \u5352\u696d\u65e5\u3001\u5165\u5b66\u65e5\u3001\u767a\u884c\u65e5\u3001\u6c0f\u540d\u3001\u5b66\u6821\u540d |\n| \u6210\u7e3e\u306e\u8868 | `TABLES`\uff08`CELL`\u3001`COLUMN_HEADER`\u3001`TABLE_FOOTER`\uff09 | \u79d1\u76ee\u30fb\u8a55\u70b9\u30fb\u5b66\u5e74\u3068\u3001\u51e1\u4f8b |\n| \u6587\u5b57\u3054\u3068\u306e\u4fe1\u983c\u5ea6 | \u3059\u3079\u3066\u306e\u30d6\u30ed\u30c3\u30af\u306e `Confidence` | \u4eba\u304c\u78ba\u304b\u3081\u308b\u9805\u76ee\u306e\u9078\u3073\u51fa\u3057 |\n\n**\u554f\u3044\u306f\u3001\u5225\u540d\uff08Alias\uff09\u3092\u4ed8\u3051\u3066\u767b\u9332\u3057\u307e\u3059\u3002** \u4f8b\u3048\u3070 `What is the date of graduation?` \u306b `GRAD_DATE`\u3001`What is the date of issue?` \u306b `ISSUE_DATE`\u3001`What is the date of admission?` \u306b `ADMIT_DATE` \u3092\u4ed8\u3051\u307e\u3059\u3002\u7b54\u3048\u306f `QUERY_RESULT` \u3068\u3057\u3066\u4fe1\u983c\u5ea6\u3064\u304d\u3067\u8fd4\u308a\u3001**\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u3067\u8fd4\u308a\u307e\u3059\u3002** \u7a7a\u306e\u307e\u307e\u5f8c\u6bb5\u306b\u6e21\u3057\u3001\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u300d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n**\u5352\u696d\u65e5\u3068\u767a\u884c\u65e5\u306f\u3001\u5fc5\u305a\u5225\u306e\u554f\u3044\u306b\u3057\u307e\u3059\u3002** 1\u3064\u306e\u554f\u3044\u3067\u300c\u65e5\u4ed8\u300d\u3092\u805e\u304f\u3068\u3001\u76ee\u7acb\u3064\u4f4d\u7f6e\u306b\u3042\u308b\u767a\u884c\u65e5\u304c\u7b54\u3048\u3068\u3057\u3066\u8fd4\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**2\u3064\u306e\u7b54\u3048\u304c\u540c\u3058\u65e5\u4ed8\u306a\u3089\u3001\u305d\u306e\u51fa\u9858\u306f\u62c5\u5f53\u8005\u306e\u78ba\u8a8d\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**\u554f\u3044\u306e\u6570\u306f\u3001\u975e\u540c\u671f\u306e\u51e6\u7406\u30671\u30da\u30fc\u30b8\u3042\u305f\u308a30\u3001\u540c\u671f\u306715\u307e\u3067\u3067\u3059\u3002** 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\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002**\u51fa\u9858\u8005\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u51fa\u3057\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\u3067\u3001150dpi\u30678\u30dd\u30a4\u30f3\u30c8\u306b\u5f53\u305f\u308a\u307e\u3059\u3002**\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u64ae\u3063\u305f\u8a3c\u660e\u66f8\u306f\u3001\u51e1\u4f8b\u306e\u5c0f\u3055\u306a\u6587\u5b57\u304c\u4e0b\u9650\u3092\u5272\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059**\n5. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u6587\u3067\u306a\u3044\u30da\u30fc\u30b8\u306f\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u300c\u539f\u8a9e\u306e\u30da\u30fc\u30b8\u300d\u3068\u3057\u3066\u8a18\u9332\u3057\u307e\u3059\n6. **\u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5225** \u2026 \u5352\u696d\u8a3c\u660e\u66f8\u30fb\u6210\u7e3e\u8a3c\u660e\u66f8\u30fb\u8a33\u6587\u30fb\u65c5\u5238\u306e\u5199\u3057\u304c1\u3064\u306ePDF\u306b\u307e\u3068\u307e\u3063\u3066\u5c4a\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u30da\u30fc\u30b8\u3054\u3068\u306b\u7a2e\u985e\u3092\u5206\u3051\u3066\u304b\u3089\u3001\u554f\u3044\u3092\u304b\u3051\u308b\u304b\u8868\u3068\u3057\u3066\u8aad\u3080\u304b\u3092\u6c7a\u3081\u307e\u3059**\n\n**6\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u65c5\u5238\u306e\u5199\u3057\u306e\u30da\u30fc\u30b8\u306b\u554f\u3044\u3092\u304b\u3051\u308b\u3068\u3001\u751f\u5e74\u6708\u65e5\u3084\u6c0f\u540d\u306e\u7b54\u3048\u304c\u65c5\u5238\u304b\u3089\u8fd4\u308a\u3001**\u8a3c\u660e\u66f8\u3068\u65c5\u5238\u306e\u98df\u3044\u9055\u3044\u304c\u898b\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u65c5\u5238\u306e\u5199\u3057\u306f\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u3002","ai_processing":"**1\u56de\u76ee\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u51fa\u9858\u30c7\u30fc\u30bf\u306e\u5b66\u6b74\u3068\u6210\u7e3e\u306e\u9805\u76ee\u3078\u4e26\u3079\u76f4\u3059\u3053\u3068\u3067\u3059\u3002**\n\n| \u9805\u76ee | \u53d6\u308a\u51fa\u3057\u5143 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u66f8\u985e\u306e\u7a2e\u985e | \u984c\u540d\u3068\u672c\u6587\uff08\u5352\u696d\u8a3c\u660e\u66f8\uff0f\u5728\u5b66\u8a3c\u660e\u66f8\uff0f\u898b\u8fbc\u307f\u8a3c\u660e\u66f8\uff0f\u6210\u7e3e\u8a3c\u660e\u66f8\uff0f\u8a33\u6587\uff09 | `other` |\n| \u5b66\u6821\u540d\u30fb\u6240\u5728\u56fd | \u554f\u3044\u306e\u7b54\u3048\u3068\u672c\u6587 | `not_stated` |\n| \u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5 | \u554f\u3044\u306e\u7b54\u3048 | `not_stated` |\n| \u5165\u5b66\u65e5\u30fb\u5352\u696d\u65e5\u30fb\u767a\u884c\u65e5 | \u305d\u308c\u305e\u308c\u5225\u306e\u554f\u3044\u306e\u7b54\u3048 | `not_stated`\u3002**\u767a\u884c\u65e5\u3067\u57cb\u3081\u306a\u3044** |\n| \u5352\u696d\u304b\u898b\u8fbc\u307f\u304b | \u672c\u6587\u306e\u300chas completed\u300d\u300cis expected to\u300d\u306a\u3069\u306e\u8a18\u8f09 | `not_stated` |\n| \u79d1\u76ee\u30fb\u5b66\u5e74\u30fb\u8a55\u70b9 | \u6210\u7e3e\u306e\u8868 | \u884c\u3054\u3068\u306b `not_stated` |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6 | \u8868\u306e\u4e0b\u306e\u6ce8\u8a18\u304b\u51e1\u4f8b | `not_stated`\u3002**\u8a55\u70b9\u304b\u3089\u63a8\u5b9a\u3057\u306a\u3044** |\n\n**2\u56de\u76ee\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3057\u305f\u4e0d\u8db3\u3068\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u304b\u3089\u3001\u51fa\u9858\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002** \u4f55\u304c\u8db3\u308a\u306a\u3044\u304b\u3001\u3069\u306e\u66f8\u985e\u3092\u51fa\u3057\u76f4\u3057\u3066\u307b\u3057\u3044\u304b\u3092\u3001\u82f1\u8a9e\u3067\u5177\u4f53\u7684\u306b\u66f8\u304d\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u51fa\u9858\u8cc7\u683c\u306e\u6709\u7121\u306e\u5224\u65ad | \u5165\u8a66\u306e\u8cac\u4efb\u8005\u304c\u52df\u96c6\u8981\u9805\u3068\u7167\u3089\u3057\u3066\u6c7a\u3081\u308b |\n| \u5b66\u6821\u6559\u80b2\u306e\u5e74\u6570\u3092\u6570\u3048\u308b | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5165\u529b\u304b\u3089\u6570\u3048\u308b |\n| \u8a55\u70b9\u3092\u5225\u306e\u5c3a\u5ea6\u306b\u63db\u7b97\u3059\u308b | \u63db\u7b97\u306e\u65b9\u6cd5\u306f\u9078\u8003\u306e\u53d6\u308a\u6c7a\u3081\u3002AI\u306b\u6c7a\u3081\u3055\u305b\u306a\u3044 |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6\u3092\u63a8\u5b9a\u3059\u308b | \u51e1\u4f8b\u304c\u7121\u3051\u308c\u3070 `not_stated` |\n| \u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u306e\u5224\u65ad | \u767a\u884c\u5143\u3078\u306e\u7167\u4f1a\u306a\u3069\u3001\u5225\u306e\u624b\u7d9a\u304d\u3067\u78ba\u304b\u3081\u308b |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8a55\u70b9\u304c\u300c3.6\u300d\u306a\u30894\u6bb5\u968e\u3060\u308d\u3046\u3068\u63a8\u5b9a\u3057\u3066 `4.0 scale` \u3068\u66f8\u304f\u306e\u306f\u81ea\u7136\u306b\u898b\u3048\u307e\u3059\u304c\u3001**5\u6bb5\u968e\u306e\u56fd\u3082\u3042\u308a\u307e\u3059\u3002** \u51e1\u4f8b\u306e\u7121\u3044\u8a3c\u660e\u66f8\u306f\u3001\u51e1\u4f8b\u3092\u51fa\u3057\u3066\u3082\u3089\u3046\u306e\u304c\u7b54\u3048\u3067\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5927\u5b66\u306e\u56fd\u969b\u5165\u8a66\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u7559\u5b66\u751f\u306e\u82f1\u6587\u306e\u8a3c\u660e\u66f8\u3092\n\u51fa\u9858\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u3078\u305d\u308d\u3048\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f AWS Textract \u304c\u8aad\u307f\u53d6\u3063\u305f\u7d50\u679c\uff08\u984c\u540d\u30fb\u672c\u6587\u30fb\u8868\u30fb\u554f\u3044\u306e\u7b54\u3048\uff09\u3067\u3059\u3002\n\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u30101\u56de\u76ee\uff1a\u51fa\u9858\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u3078\u306e\u4e26\u3079\u76f4\u3057\u3011\n- \u5404\u30da\u30fc\u30b8\u306e\u66f8\u985e\u306e\u7a2e\u985e\u3092\u3001graduation_certificate \/ enrollment_certificate \/\n  expected_graduation \/ transcript \/ translation \/ other \u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5352\u696d\u65e5\uff08graduation_date\uff09\u3068\u767a\u884c\u65e5\uff08issue_date\uff09\u306f\u5225\u306e\u9805\u76ee\u3067\u3059\u3002\n  \u5352\u696d\u65e5\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 not_stated \u3068\u3057\u3001\u767a\u884c\u65e5\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5352\u696d\u3057\u305f\u306e\u304b\u3001\u5352\u696d\u898b\u8fbc\u307f\u306a\u306e\u304b\u306f\u3001\u672c\u6587\u306e\u8a18\u8f09\u3060\u3051\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 not_stated \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6210\u7e3e\u306e\u8868\u306f\u3001\u5b66\u5e74\u30fb\u79d1\u76ee\u30fb\u8a55\u70b9\u306e\u884c\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u8a55\u70b9\u306f\u66f8\u304b\u308c\u305f\n  \u6587\u5b57\u5217\u306e\u307e\u307e\u5165\u308c\u3001\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a55\u4fa1\u306e\u5c3a\u5ea6\uff08grading_scale\uff09\u306f\u3001\u51e1\u4f8b\u3084\u6ce8\u8a18\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u3060\u3051\n  \u539f\u6587\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 not_stated \u3068\u3057\u3001\n  \u8a55\u70b9\u306e\u5024\u304b\u3089\u63a8\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6c0f\u540d\u306f\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u306e\u307e\u307e\u5165\u308c\u3001\u3064\u3065\u308a\u3092\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9805\u76ee\u3054\u3068\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u82f1\u6587\u3092 evidence \u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4fe1\u983c\u5ea6\u306f Textract \u304c\u8fd4\u3057\u305f\u5024\u3092\u305d\u306e\u307e\u307e confidence \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u51fa\u9858\u8cc7\u683c\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3001\u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u30102\u56de\u76ee\uff1a\u51fa\u9858\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u3011\n- \u4e0d\u8db3\u3068\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\uff08{findings}\uff09\u3060\u3051\u3092\u4f7f\u3063\u3066\u3001\u82f1\u8a9e\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8db3\u308a\u306a\u3044\u66f8\u985e\u307e\u305f\u306f\u8a18\u8f09\u3054\u3068\u306b\u3001\u4f55\u3092\u3001\u3069\u306e\u5f62\u3067\u51fa\u3057\u76f4\u3057\u3066\u307b\u3057\u3044\u304b\u3092\n  \u5177\u4f53\u7684\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u51fa\u9858\u8cc7\u683c\u3084\u5408\u5426\u306b\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u767a\u884c\u65e5\u3067\u57cb\u3081\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u5352\u696d\u65e5\u306b\u767a\u884c\u65e5\u304c\u5165\u308a\u307e\u3059\u3002** \u8a3c\u660e\u66f8\u306e\u4e0b\u90e8\u306b\u5927\u304d\u304f\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u306f\u591a\u304f\u304c\u767a\u884c\u65e5\u3067\u3001**\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u305d\u308c\u3092\u5352\u696d\u65e5\u3068\u3057\u3066\u9078\u3073\u307e\u3059\u3002**","output_data":"**1\u56de\u76ee\u306e\u51fa\u529b\u306f\u3001\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"application_id\": \"\",\n  \"documents\": [\n    { \"file\": \"\", \"page\": 1, \"doc_type\": \"graduation_certificate\" }\n  ],\n  \"education\": {\n    \"school_name\": \"\",\n    \"country\": \"\",\n    \"admission_date\": \"\",\n    \"graduation_date\": \"\",\n    \"issue_date\": \"\",\n    \"completion\": \"completed | expected | not_stated\",\n    \"items_status\": [\n      { \"item\": \"graduation_date\", \"status\": \"ok | not_stated | low_confidence\",\n        \"confidence\": 0, \"evidence\": \"\" }\n    ]\n  },\n  \"transcript\": {\n    \"grading_scale\": \"\",\n    \"rows\": [\n      { \"year\": \"\", \"subject\": \"\", \"grade_raw\": \"\", \"confidence\": 0 }\n    ]\n  }\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6e21\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u51fa\u9858\u8005\u304c\u5165\u529b\u3057\u305f\u5b66\u6b74\u306e\u6700\u5f8c\u306e\u884c\u3068\u3001`education` \u306e\u5b66\u6821\u540d\u30fb\u5352\u696d\u65e5\u3092\u6bd4\u3079\u3001**`match` \uff0f `mismatch` \uff0f `certificate_only` \uff0f `input_only`** \u306e4\u3064\u306b\u5206\u3051\u307e\u3059\u3002\u5e74\u6570\u306f\u5165\u529b\u3055\u308c\u305f\u5b66\u6b74\u306e\u5404\u884c\u304b\u3089\u6570\u3048\u307e\u3059\u3002\n\n| \u898b\u308b\u3082\u306e | \u4e0d\u8db3\u30fb\u98df\u3044\u9055\u3044\u3068\u3059\u308b\u6761\u4ef6 | \u8fd4\u3059\u5148 |\n|:--|:--|:--|\n| \u5352\u696d\u65e5 | `not_stated`\u3001\u307e\u305f\u306f\u5165\u529b\u3068\u5e74\u304c\u9055\u3046 | \u51fa\u9858\u8005\u3078\u554f\u3044\u5408\u308f\u305b |\n| \u5352\u696d\u304b\u898b\u8fbc\u307f\u304b | `expected` | \u52df\u96c6\u8981\u9805\u306e\u6271\u3044\u306b\u5f93\u3044\u62c5\u5f53\u8005\u3078 |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6 | `not_stated` | \u51fa\u9858\u8005\u3078\u51e1\u4f8b\u306e\u63d0\u51fa\u3092\u4f9d\u983c |\n| \u6c0f\u540d | \u5165\u529b\u306e\u65c5\u5238\u306e\u3064\u3065\u308a\u3068\u9055\u3046 | \u51fa\u9858\u8005\u3078\u554f\u3044\u5408\u308f\u305b |\n| \u5b66\u6821\u6559\u80b2\u306e\u5e74\u6570 | \u5165\u529b\u304b\u3089\u6570\u3048\u306612\u5e74\u306b\u6e80\u305f\u306a\u3044 | **\u5165\u8a66\u306e\u8cac\u4efb\u8005\u3078** |\n| \u539f\u8a9e\u306e\u30da\u30fc\u30b8\u3060\u3051\u3067\u82f1\u6587\u304c\u7121\u3044 | \u82f1\u6587\u306e\u30da\u30fc\u30b8\u304c\u7121\u3044 | \u62c5\u5f53\u8005\u304c\u539f\u672c\u3092\u898b\u308b |\n\n**2\u3064\u76ee\u306f\u3001`grade_raw` \u3092\u6587\u5b57\u5217\u306e\u307e\u307e\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u300cA+\u300d\u300c85\u300d\u300cExcellent\u300d\u3092\u540c\u3058\u5217\u306b\u5165\u308c\u3066\u3082\u58ca\u308c\u305a\u3001**\u63db\u7b97\u306f\u9078\u8003\u306e\u53d6\u308a\u6c7a\u3081\u306e\u5074\u3067\u5f8c\u304b\u3089\u884c\u3048\u307e\u3059\u3002**\n\n\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306e\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u6570\u5024\u306e\u7bc4\u56f2\u3084\u6587\u5b57\u5217\u306e\u9577\u3055\u306e\u5236\u7d04\u306f\u30b9\u30ad\u30fc\u30de\u3067\u66f8\u3051\u306a\u3044\u305f\u3081\u3001\u65e5\u4ed8\u306e\u5f62\u306e\u78ba\u8a8d\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u51fa\u9858\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u30a4\u30d9\u30f3\u30c8\u3067 AWS Lambda \u3092\u8d77\u52d5 | \u8a3c\u660e\u66f8\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| AWS Textract | \u975e\u540c\u671f\u306eAPI\u547c\u3073\u51fa\u3057 | \u5b8c\u4e86\u306f Amazon SNS \u3078\u901a\u77e5\u3055\u308c\u3001\u7d50\u679c\u3092\u53d6\u308a\u306b\u884c\u304f |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff082\u56de\uff09 | \u9805\u76ee\u306e\u4e26\u3079\u76f4\u3057\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d |\n| Web\u51fa\u9858\u30b7\u30b9\u30c6\u30e0 | \u5b66\u6b74\u306e\u5165\u529b\u306e\u8aad\u307f\u53d6\u308a\uff0f\u627f\u8a8d\u5f8c\u306e\u66f8\u304d\u623b\u3057 | \u7167\u5408\u306e\u76f8\u624b\u3068\u3001\u5b66\u6b74\u30fb\u6210\u7e3e\u306e\u9805\u76ee |\n| \u5165\u8a66\u306e\u7ba1\u7406\u8868 | \u66f8\u304d\u8fbc\u307f\uff08\u4e0d\u8db3\u306e\u5217\u3060\u3051\uff09 | \u4e0d\u8db3\u306e\u5185\u5bb9\u3001\u554f\u3044\u5408\u308f\u305b\u305f\u65e5\u3001\u8fd4\u4e8b\u306e\u6709\u7121 |\n\n**StartDocumentAnalysis \u306b\u306f\u3001\u540c\u3058\u4f9d\u983c\u3092\u4e8c\u5ea6\u52d5\u304b\u3055\u306a\u3044\u305f\u3081\u306e\u8b58\u5225\u5b50\uff08ClientRequestToken\uff09\u3092\u4ed8\u3051\u307e\u3059\u3002** \u540c\u3058\u8b58\u5225\u5b50\u306a\u3089\u540c\u3058 JobId \u304c\u8fd4\u308a\u307e\u3059\u3002**JobTag \u306b\u306f\u51fa\u9858\u756a\u53f7\u3092\u5165\u308c\u3001**\u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u3069\u306e\u51fa\u9858\u306e\u7d50\u679c\u304b\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u7d50\u679c\u306e\u51fa\u529b\u5148\u306e\u30d0\u30b1\u30c3\u30c8\u3068\u3001\u6697\u53f7\u5316\u306e KMS \u306e\u9375\u3082\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002\n\n**\u51fa\u9858\u30c7\u30fc\u30bf\u3078\u306f\u3001\u62c5\u5f53\u8005\u304c\u627f\u8a8d\u3059\u308b\u307e\u3067\u66f8\u304d\u623b\u3057\u307e\u305b\u3093\u3002** \u51fa\u9858\u8005\u3078\u3082\u3001\u81ea\u52d5\u3067\u306f\u4f55\u3082\u9001\u308a\u307e\u305b\u3093\u3002","human_review":"**\u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f\u3001\u4e0d\u8db3\u3068\u98df\u3044\u9055\u3044\u306e\u5370\u304c\u4ed8\u3044\u305f\u9805\u76ee\u3068\u3001\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u9805\u76ee\u3067\u3059\u3002**\n\n1. **\u5352\u696d\u65e5\u3068\u767a\u884c\u65e5\u3092\u539f\u672c\u3067\u898b\u308b** \u2026 2\u3064\u304c\u540c\u3058\u65e5\u4ed8\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u53d6\u308a\u9055\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n2. **\u5352\u696d\u304b\u898b\u8fbc\u307f\u304b\u3092\u672c\u6587\u3067\u898b\u308b** \u2026 \u898b\u8fbc\u307f\u306e\u8a3c\u660e\u66f8\u3092\u5352\u696d\u3068\u3057\u3066\u6271\u3046\u3068\u3001\u5165\u5b66\u5f8c\u306b\u5352\u696d\u306e\u8a3c\u660e\u304c\u51fa\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\n3. **\u8a55\u4fa1\u306e\u5c3a\u5ea6\u3092\u898b\u308b** \u2026 `not_stated` \u306a\u3089\u3001\u88cf\u9762\u306e\u30b9\u30ad\u30e3\u30f3\u6f0f\u308c\u304b\u51e1\u4f8b\u304c\u7121\u3044\u304b\u3092\u539f\u672c\u3067\u898b\u307e\u3059\n4. **\u6210\u7e3e\u306e\u8868\u306f\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u884c\u3060\u3051\u898b\u308b** \u2026 \u5168\u884c\u3092\u898b\u76f4\u3059\u3068\u3001\u5199\u3059\u6642\u9593\u304c\u305d\u306e\u307e\u307e\u623b\u3063\u3066\u304d\u307e\u3059\n5. **\u627f\u8a8d\u3057\u3066\u66f8\u304d\u623b\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u9001\u308b\u306e\u306f\u4eba\u3067\u3059\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5352\u696d\u65e5\u306e\u53d6\u308a\u9055\u3048\u306f\u3001**\u51fa\u9858\u8cc7\u683c\u306e\u78ba\u8a8d\u3092\u8aa4\u3063\u305f\u524d\u63d0\u3067\u9032\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u4fe1\u983c\u5ea6\u304c\u9ad8\u304f\u3066\u3082\u539f\u672c\u3092\u898b\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u300160\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef612\u5206\u3067\u3059\u3002** \u305d\u308c\u3088\u308a\u9577\u304f\u304b\u304b\u308b\u6708\u306f\u3001**\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u64ae\u3063\u305f\u8a3c\u660e\u66f8\u304c\u5897\u3048\u3066\u3044\u308b\u304b\u3001\u554f\u3044\u306e\u66f8\u304d\u65b9\u304c\u5408\u3063\u3066\u3044\u306a\u3044\u56fd\u306e\u66f8\u5f0f\u304c\u3042\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u30fbXFA\u5f62\u5f0f\u306ePDF | \u8aad\u3081\u306a\u3044\u3002\u51fa\u9858\u8005\u306b\u51fa\u3057\u76f4\u3057\u3092\u4f9d\u983c |\n| \u82f1\u6587\u306e\u30da\u30fc\u30b8\u304c\u7121\u3044 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u539f\u672c\u3092\u898b\u308b |\n| \u624b\u66f8\u304d\u306e\u8a18\u5165\u304c\u3042\u308b | \u624b\u66f8\u304d\u306f\u82f1\u8a9e\u3060\u3051\u8aad\u3081\u308b\u3002**\u624b\u66f8\u304d\u306e\u9805\u76ee\u306f\u4fe1\u983c\u5ea6\u306b\u304b\u304b\u308f\u3089\u305a\u62c5\u5f53\u8005\u3078** |\n| \u5352\u696d\u65e5\u3068\u767a\u884c\u65e5\u306e\u7b54\u3048\u304c\u540c\u3058 | \u62c5\u5f53\u8005\u304c\u539f\u672c\u3067\u78ba\u304b\u3081\u308b |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6\u304c\u7121\u3044 | `not_stated`\u3002\u51fa\u9858\u8005\u306b\u51e1\u4f8b\u306e\u63d0\u51fa\u3092\u4f9d\u983c |\n| \u5e74\u6570\u304c12\u5e74\u306b\u6e80\u305f\u306a\u3044 | **\u5165\u8a66\u306e\u8cac\u4efb\u8005\u3078\u56de\u3059\u3002** \u4e0d\u8db3\u306e\u9023\u7d61\u306f\u81ea\u52d5\u3067\u51fa\u3055\u306a\u3044 |\n| \u540c\u6642\u306b\u52d5\u304b\u3059\u30b8\u30e7\u30d6\u304c\u591a\u3059\u304e\u308b | \u4e0a\u9650\u3092\u8d85\u3048\u308b\u3068 LimitExceededException\u3002**\u6642\u9593\u3092\u304a\u3044\u3066\u518d\u5b9f\u884c** |\n| JobId \u306e\u671f\u9650\uff087\u65e5\uff09\u304c\u5207\u308c\u305f | \u4f9d\u983c\u304b\u3089\u3084\u308a\u76f4\u3059 |\n| \u7de0\u5207\u304c\u8fd1\u3044\u306e\u306b\u8fd4\u4e8b\u304c\u7121\u3044 | \u6bce\u671d\u306e\u4e00\u89a7\u3067\u4e0a\u4f4d\u306b\u51fa\u3057\u3001\u62c5\u5f53\u8005\u3078\u901a\u77e5 |\n| \u6c0f\u540d\u306e\u3064\u3065\u308a\u304c\u8a3c\u660e\u66f8\u3068\u65c5\u5238\u3067\u9055\u3046 | \u56fd\u306b\u3088\u3063\u3066\u306f\u30ed\u30fc\u30de\u5b57\u306e\u66f8\u304d\u65b9\u304c\u4e00\u3064\u306b\u6c7a\u307e\u3089\u306a\u3044\u3002**\u98df\u3044\u9055\u3044\u3068\u3057\u3066\u51fa\u3057\u3001\u3069\u3061\u3089\u304b\u306b\u76f4\u3055\u306a\u3044** |\n\n**6\u884c\u76ee\u306f\u3001\u6271\u3044\u3092\u6c7a\u3081\u3066\u304a\u304b\u306a\u3044\u3068\u4e8b\u6545\u306b\u306a\u308a\u307e\u3059\u3002** 12\u5e74\u306b\u6e80\u305f\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u6e96\u5099\u6559\u80b2\u8ab2\u7a0b\u306e\u4fee\u4e86\u306a\u3069\u3067\u5165\u5b66\u8cc7\u683c\u304c\u8a8d\u3081\u3089\u308c\u308b\u9053\u304c\u3042\u308a\u3001**\u4e00\u5f8b\u306b\u4e0d\u8db3\u3068\u3057\u3066\u8fd4\u3059\u3068\u3001\u8cc7\u683c\u306e\u3042\u308b\u51fa\u9858\u8005\u3092\u843d\u3068\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","log_storage":"- \u53d7\u3051\u53d6\u3063\u305f\u8a3c\u660e\u66f8\u306ePDF\u3068\u3001\u4fdd\u5b58\u3055\u308c\u305f\u65e5\u6642\n- Textract \u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u5168\u6587\u3068 JobId\n- 1\u56de\u76ee\u306eJSON\uff08\u9805\u76ee\u3001\u6839\u62e0\u306e\u82f1\u6587\u3001\u4fe1\u983c\u5ea6\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001\u305d\u306e\u3068\u304d\u7167\u3089\u3057\u305f\u51fa\u9858\u8005\u306e\u5165\u529b\n- \u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u9805\u76ee\u3068\u3001\u76f4\u3059\u524d\u306e\u5024\n- \u627f\u8a8d\u3057\u305f\u65e5\u6642\u3068\u3001\u51fa\u9858\u30c7\u30fc\u30bf\u3078\u66f8\u304d\u623b\u3057\u305f\u5185\u5bb9\n- \u554f\u3044\u5408\u308f\u305b\u3092\u9001\u3063\u305f\u65e5\u3068\u3001\u8fd4\u4e8b\u3068\u51fa\u3057\u76f4\u3057\u306e\u66f8\u985e\u304c\u5c4a\u3044\u305f\u65e5\n- **\u56fd\u3054\u3068\u306e\u3001`not_stated` \u3068 `low_confidence` \u306e\u767a\u751f\u7387**\n\n**4\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u5165\u529b\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u51fa\u9858\u8005\u304c\u5f8c\u304b\u3089\u5165\u529b\u3092\u76f4\u3059\u305f\u3081\u3067\u3059\u3002** \u76f4\u3055\u308c\u305f\u5f8c\u3067\u306f\u3001**\u306a\u305c\u554f\u3044\u5408\u308f\u305b\u305f\u306e\u304b\u3092\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u554f\u3044\u3068\u6848\u5185\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u56fd\u3067\u5352\u696d\u65e5\u306e `not_stated` \u304c\u7d9a\u304f\u306a\u3089\u3001\u305d\u306e\u56fd\u306e\u66f8\u5f0f\u3067\u306f\u5352\u696d\u65e5\u304c\u5225\u306e\u8a00\u3044\u65b9\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3001**\u52df\u96c6\u8981\u9805\u306e\u63d0\u51fa\u66f8\u985e\u306e\u6848\u5185\u304c\u8db3\u308a\u3066\u3044\u307e\u305b\u3093\u3002** \u554f\u3044\u306e\u8a00\u3044\u56de\u3057\u3092\u8db3\u3059\u304b\u3001\u6848\u5185\u306b\u300c\u5352\u696d\u65e5\u306e\u8a18\u8f09\u306e\u3042\u308b\u8a3c\u660e\u66f8\u300d\u3068\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":60,"assumption_workdays":20,"volume_month":60,"before_minutes_per_case":40,"after_minutes_per_case":12,"hourly_cost":3000,"before_hours_month":40,"after_hours_month":12,"saved_hours_month":28,"reduction_rate":70,"saved_hours_year":336,"annual_cost_effect":1008000,"summary":"\u7559\u5b66\u751f\u306e\u51fa\u9858\u3067\u5c4a\u304f\u82f1\u6587\u306e\u5352\u696d\u8a3c\u660e\u66f8\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u5b66\u6821\u540d\u30fb\u5728\u5b66\u671f\u9593\u30fb\u5352\u696d\u65e5\u30fb\u79d1\u76ee\u3068\u6210\u7e3e\u3092\u51fa\u9858\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u51fa\u9858\u8005\u304c\u5165\u529b\u3057\u305f\u5b66\u6b74\u3068\u7167\u3089\u3057\u3001\u51fa\u9858\u8cc7\u683c\u306e\u78ba\u8a8d\u306b\u8981\u308b\u8a18\u8f09\u306e\u4e0d\u8db3\u3092\u5165\u8a66\u62c5\u5f53\u3078\u51fa\u3057\u307e\u3059\u3002","before_flow":"1. Web\u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u306b\u51fa\u9858\u304c\u5165\u308a\u3001\u6dfb\u4ed8\u3055\u308c\u305f\u8a3c\u660e\u66f8\u306ePDF\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3059\u308b\n2. \u62c5\u5f53\u8005\u304c\u5352\u696d\u8a3c\u660e\u66f8\u3092\u958b\u304d\u3001\u5b66\u6821\u540d\u30fb\u6240\u5728\u56fd\u30fb\u5352\u696d\u65e5\u30fb\u53d6\u5f97\u3057\u305f\u8cc7\u683c\u306e\u540d\u79f0\u3092\u51fa\u9858\u30c7\u30fc\u30bf\u3078\u5199\u3059\n3. \u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u958b\u304d\u3001\u5b66\u5e74\u3054\u3068\u306e\u79d1\u76ee\u3068\u8a55\u70b9\u3001\u8a55\u4fa1\u306e\u5c3a\u5ea6\u3001\u5e73\u5747\u306e\u8a55\u70b9\u3092\u5199\u3059\n4. \u51fa\u9858\u8005\u304c\u5165\u529b\u3057\u305f\u5b66\u6b74\u306e\u5e74\u6708\u3068\u3001\u8a3c\u660e\u66f8\u306e\u5728\u5b66\u671f\u9593\u30fb\u5352\u696d\u65e5\u3092\u898b\u6bd4\u3079\u308b\n5. \u5b66\u6821\u6559\u80b2\u306e\u5e74\u6570\u306e\u5408\u8a08\u304c12\u5e74\u306b\u5c4a\u3044\u3066\u3044\u308b\u304b\u3092\u3001\u5165\u529b\u3055\u308c\u305f\u5b66\u6b74\u304b\u3089\u6570\u3048\u308b\n6. \u8db3\u308a\u306a\u3044\u8a18\u8f09\u3084\u5408\u308f\u306a\u3044\u3068\u3053\u308d\u3092\u3001\u51fa\u9858\u8005\u3078\u30e1\u30fc\u30eb\u3067\u554f\u3044\u5408\u308f\u305b\u308b\n7. \u8a3c\u660e\u66f8\u306e\u771f\u6b63\u6027\u306e\u78ba\u8a8d\u304c\u8981\u308b\u3082\u306e\u3068\u3001\u5e74\u6570\u304c12\u5e74\u306b\u6e80\u305f\u306a\u3044\u3082\u306e\u3092\u5165\u8a66\u306e\u8cac\u4efb\u8005\u3078\u56de\u3059\n\n**\uff08a\uff09\u56fd\u3054\u3068\u306b\u9055\u3046\u66f8\u5f0f\u3092\u8aad\u3093\u3067\u5199\u3059\u6642\u9593\u304c\u91cd\u3044\u3002** \u540c\u3058\u300c\u5352\u696d\u65e5\u300d\u3067\u3082\u3001Date of Graduation\u3001Date of Completion\u3001Date of Issue \u304c\u4e26\u3076\u8a3c\u660e\u66f8\u304c\u3042\u308a\u307e\u3059\u3002**\u767a\u884c\u65e5\u3092\u5352\u696d\u65e5\u3068\u3057\u3066\u5199\u3059\u8aa4\u308a\u306f\u3001\u3053\u3053\u3067\u8d77\u304d\u307e\u3059\u3002**\n\n**\uff08b\uff09\u8a55\u4fa1\u306e\u5c3a\u5ea6\u304c\u5206\u304b\u3089\u306a\u3044\u3002** \u300c85\u300d\u306f100\u70b9\u6cd5\u306e85\u70b9\u306a\u306e\u304b\u3001\u5225\u306e\u5c3a\u5ea6\u306a\u306e\u304b\u3002\u51e1\u4f8b\u304c\u88cf\u9762\u306b\u3042\u3063\u3066\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u5c3a\u5ea6\u306e\u7121\u3044\u8a55\u70b9\u3092\u5199\u3057\u3066\u3082\u3001\u9078\u8003\u306e\u8cc7\u6599\u3068\u3057\u3066\u4f7f\u3048\u307e\u305b\u3093\u3002**\n\n**\uff08c\uff09\u4e0d\u8db3\u306b\u7de0\u5207\u306e\u76f4\u524d\u3067\u6c17\u3065\u304f\u3002** \u5352\u696d\u898b\u8fbc\u307f\u306e\u8a3c\u660e\u66f8\u3057\u304b\u4ed8\u3044\u3066\u3044\u306a\u3044\u3001\u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u6700\u7d42\u5b66\u5e74\u304c\u7121\u3044\u3002**\u51fa\u9858\u304c\u7de0\u5207\u8fd1\u304f\u306b\u96c6\u4e2d\u3059\u308b\u305f\u3081\u3001\u78ba\u8a8d\u304c\u5f8c\u56de\u3057\u306b\u306a\u308a\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u8fd4\u4e8b\u304c\u7de0\u5207\u306b\u9593\u306b\u5408\u308f\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u5165\u529b\u3068\u8a3c\u660e\u66f8\u306e\u98df\u3044\u9055\u3044\u3092\u898b\u843d\u3068\u3059\u3002** \u51fa\u9858\u8005\u304c\u5165\u529b\u3057\u305f\u5352\u696d\u306e\u5e74\u3068\u3001\u8a3c\u660e\u66f8\u306e\u5352\u696d\u65e5\u304c1\u5e74\u9055\u3046\u3002\u540d\u524d\u306e\u3064\u3065\u308a\u304c\u65c5\u5238\u3068\u8a3c\u660e\u66f8\u3067\u9055\u3046\u3002**\u5199\u3057\u3066\u3044\u308b\u3042\u3044\u3060\u306f\u3001\u5199\u3059\u3053\u3068\u306b\u6ce8\u610f\u304c\u5411\u3044\u3066\u3044\u307e\u3059\u3002**","before_flow_steps":["Web\u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u306b\u51fa\u9858\u304c\u5165\u308a\u3001\u6dfb\u4ed8\u3055\u308c\u305f\u8a3c\u660e\u66f8\u306ePDF\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3059\u308b","\u62c5\u5f53\u8005\u304c\u5352\u696d\u8a3c\u660e\u66f8\u3092\u958b\u304d\u3001\u5b66\u6821\u540d\u30fb\u6240\u5728\u56fd\u30fb\u5352\u696d\u65e5\u30fb\u53d6\u5f97\u3057\u305f\u8cc7\u683c\u306e\u540d\u79f0\u3092\u51fa\u9858\u30c7\u30fc\u30bf\u3078\u5199\u3059","\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u958b\u304d\u3001\u5b66\u5e74\u3054\u3068\u306e\u79d1\u76ee\u3068\u8a55\u70b9\u3001\u8a55\u4fa1\u306e\u5c3a\u5ea6\u3001\u5e73\u5747\u306e\u8a55\u70b9\u3092\u5199\u3059","\u51fa\u9858\u8005\u304c\u5165\u529b\u3057\u305f\u5b66\u6b74\u306e\u5e74\u6708\u3068\u3001\u8a3c\u660e\u66f8\u306e\u5728\u5b66\u671f\u9593\u30fb\u5352\u696d\u65e5\u3092\u898b\u6bd4\u3079\u308b","\u5b66\u6821\u6559\u80b2\u306e\u5e74\u6570\u306e\u5408\u8a08\u304c12\u5e74\u306b\u5c4a\u3044\u3066\u3044\u308b\u304b\u3092\u3001\u5165\u529b\u3055\u308c\u305f\u5b66\u6b74\u304b\u3089\u6570\u3048\u308b","\u8db3\u308a\u306a\u3044\u8a18\u8f09\u3084\u5408\u308f\u306a\u3044\u3068\u3053\u308d\u3092\u3001\u51fa\u9858\u8005\u3078\u30e1\u30fc\u30eb\u3067\u554f\u3044\u5408\u308f\u305b\u308b","\u8a3c\u660e\u66f8\u306e\u771f\u6b63\u6027\u306e\u78ba\u8a8d\u304c\u8981\u308b\u3082\u306e\u3068\u3001\u5e74\u6570\u304c12\u5e74\u306b\u6e80\u305f\u306a\u3044\u3082\u306e\u3092\u5165\u8a66\u306e\u8cac\u4efb\u8005\u3078\u56de\u3059"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** Web\u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u306b\u51fa\u9858\u304c\u5165\u308b\u3068\u3001\u6dfb\u4ed8\u306e\u8a3c\u660e\u66f8\u304c\u51fa\u9858\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3055\u308c\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u672c\u6587\u306e\u8a00\u8a9e\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u8a3c\u660e\u66f8\u306e\u69cb\u6210\uff08\u984c\u540d\u30fb\u7bc0\u30fb\u672c\u6587\uff09\u3001\u6210\u7e3e\u306e\u8868\u3001\u6c7a\u3081\u3066\u304a\u3044\u305f\u554f\u3044\u3078\u306e\u7b54\u3048\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u66f8\u985e\u306e\u7a2e\u985e\u3092\u5224\u5225\u3057\u3001\u5b66\u6b74\u3068\u6210\u7e3e\u3092\u51fa\u9858\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u3078\u4e26\u3079\u76f4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u51fa\u9858\u8005\u306e\u5165\u529b\u3057\u305f\u5b66\u6b74\u3068\u8a3c\u660e\u66f8\u306e\u5728\u5b66\u671f\u9593\u30fb\u5352\u696d\u65e5\u3092\u7167\u3089\u3057\u3001\u5165\u529b\u3055\u308c\u305f\u5b66\u6b74\u306e\u5e74\u6570\u3092\u6570\u3048\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u8a18\u8f09\u306e\u4e0d\u8db3\u3068\u98df\u3044\u9055\u3044\u3092\u4e00\u89a7\u306b\u3057\u3001Claude API \u304c\u51fa\u9858\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u4e0d\u8db3\u30fb\u98df\u3044\u9055\u3044\u30fb\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u9805\u76ee\u3092\u539f\u672c\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u51fa\u9858\u30c7\u30fc\u30bf\u3078\u306e\u53cd\u6620\u3092\u627f\u8a8d\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u3092\u76f4\u3057\u3066\u9001\u308b\n9. **\u3010\u4eba\u3011** \u5165\u8a66\u306e\u8cac\u4efb\u8005\u304c\u3001\u5e74\u6570\u304c12\u5e74\u306b\u6e80\u305f\u306a\u3044\u3082\u306e\u3068\u771f\u6b63\u6027\u306e\u78ba\u8a8d\u304c\u8981\u308b\u3082\u306e\u3092\u898b\u308b\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u5199\u3059\u306e\u306f\u81ea\u52d5\u3067\u3067\u304d\u307e\u3059\u304c\u3001**\u51fa\u9858\u30c7\u30fc\u30bf\u306b\u5165\u308c\u308b\u306e\u306f\u62c5\u5f53\u8005\u304c\u539f\u672c\u3092\u898b\u3066\u304b\u3089\u3067\u3059\u3002** \u5352\u696d\u65e5\u30921\u5e74\u53d6\u308a\u9055\u3048\u308b\u3068\u3001\u51fa\u9858\u8cc7\u683c\u306e\u78ba\u8a8d\u305d\u306e\u3082\u306e\u304c\u8aa4\u3063\u305f\u524d\u63d0\u3067\u9032\u307f\u307e\u3059\u3002\n\n**5\u756a\u76ee\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u5e74\u6570\u306e\u6570\u3048\u4e0a\u3052\u306f\u3001\u5165\u529b\u3055\u308c\u305f\u5165\u5b66\u3068\u5352\u696d\u306e\u5e74\u6708\u304b\u3089\u6a5f\u68b0\u7684\u306b\u51fa\u307e\u3059\u3002**AI\u306b\u6570\u3048\u3055\u305b\u308b\u3068\u3001\u98db\u3073\u7d1a\u3084\u7559\u5e74\u306e\u66f8\u304d\u65b9\u3067\u6570\u304c\u63fa\u308c\u307e\u3059\u3002** \u6570\u3048\u305f\u7d50\u679c\u3092\u3069\u3046\u6271\u3046\u304b\u306f\u30019\u756a\u76ee\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** Web\u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u306b\u51fa\u9858\u304c\u5165\u308b\u3068\u3001\u6dfb\u4ed8\u306e\u8a3c\u660e\u66f8\u304c\u51fa\u9858\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3055\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u672c\u6587\u306e\u8a00\u8a9e\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u8a3c\u660e\u66f8\u306e\u69cb\u6210\uff08\u984c\u540d\u30fb\u7bc0\u30fb\u672c\u6587\uff09\u3001\u6210\u7e3e\u306e\u8868\u3001\u6c7a\u3081\u3066\u304a\u3044\u305f\u554f\u3044\u3078\u306e\u7b54\u3048\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u66f8\u985e\u306e\u7a2e\u985e\u3092\u5224\u5225\u3057\u3001\u5b66\u6b74\u3068\u6210\u7e3e\u3092\u51fa\u9858\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u3078\u4e26\u3079\u76f4\u3059","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u51fa\u9858\u8005\u306e\u5165\u529b\u3057\u305f\u5b66\u6b74\u3068\u8a3c\u660e\u66f8\u306e\u5728\u5b66\u671f\u9593\u30fb\u5352\u696d\u65e5\u3092\u7167\u3089\u3057\u3001\u5165\u529b\u3055\u308c\u305f\u5b66\u6b74\u306e\u5e74\u6570\u3092\u6570\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u8a18\u8f09\u306e\u4e0d\u8db3\u3068\u98df\u3044\u9055\u3044\u3092\u4e00\u89a7\u306b\u3057\u3001Claude API \u304c\u51fa\u9858\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u4e0d\u8db3\u30fb\u98df\u3044\u9055\u3044\u30fb\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u9805\u76ee\u3092\u539f\u672c\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u51fa\u9858\u30c7\u30fc\u30bf\u3078\u306e\u53cd\u6620\u3092\u627f\u8a8d\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u3092\u76f4\u3057\u3066\u9001\u308b","**\u3010\u4eba\u3011** \u5165\u8a66\u306e\u8cac\u4efb\u8005\u304c\u3001\u5e74\u6570\u304c12\u5e74\u306b\u6e80\u305f\u306a\u3044\u3082\u306e\u3068\u771f\u6b63\u6027\u306e\u78ba\u8a8d\u304c\u8981\u308b\u3082\u306e\u3092\u898b\u308b"],"architecture":"```\n\u5352\u696d\u8a3c\u660e\u66f8\u30fb\u6210\u7e3e\u8a3c\u660e\u66f8\uff08\u82f1\u6587\u306ePDF\u30fb\u753b\u50cf\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u51fa\u9858\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u8a00\u8a9e\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\n   \u2514\u2500 StartDocumentAnalysis\uff08LAYOUT\u30fbTABLES\u30fbQUERIES\uff09\n   \u25bc \u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\nClaude API \u2500\u2500 \u66f8\u985e\u306e\u5224\u5225\u3068\u3001\u5b66\u6b74\u30fb\u6210\u7e3e\u306e\u9805\u76ee\u3078\u306e\u4e26\u3079\u76f4\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u25bc\nAWS Lambda \u2500\u2500 \u5165\u529b\u3055\u308c\u305f\u5b66\u6b74\u3068\u306e\u7167\u5408\uff0f\u5e74\u6570\u306e\u6570\u3048\u4e0a\u3052\uff0f\u4e0d\u8db3\u306e\u4e00\u89a7\n   \u25bc\nClaude API \u2500\u2500 \u51fa\u9858\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u3010\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u30fb\u627f\u8a8d\u3011\u2500\u2500\u25b6 \u51fa\u9858\u30c7\u30fc\u30bf\u3078\u306e\u53cd\u6620\uff0f\u5165\u8a66\u306e\u8cac\u4efb\u8005\u3078\u306e\u56de\u4ed8\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis \u306e LAYOUT\u30fbTABLES\u30fbQUERIES\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u66f8\u985e\u306e\u5224\u5225\u3001\u9805\u76ee\u306e\u4e26\u3079\u76f4\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3057\u3001\u7167\u5408\u3068\u6570\u3048\u4e0a\u3052\u3092\u884c\u3046\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u8a3c\u660e\u66f8\u306ePDF\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff09 | \u5b66\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n| \u901a\u77e5 | Amazon SNS\uff08\u8aad\u307f\u53d6\u308a\u306e\u5b8c\u4e86\u306e\u901a\u77e5\uff09 | Amazon SQS |\n\n**Web\u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u3068\u5165\u8a66\u306e\u7ba1\u7406\u8868\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u6dfb\u4ed8\u306e\u53d7\u3051\u6e21\u3057\u3068\u3001\u627f\u8a8d\u3057\u305f\u5185\u5bb9\u306e\u66f8\u304d\u623b\u3057\u306f\u3001**\u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u304c\u5916\u90e8\u3068\u306e\u9023\u643a\u306e\u53e3\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u306b\u3088\u3063\u3066\u4f5c\u308a\u65b9\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u53e3\u304c\u7121\u3051\u308c\u3070\u3001\u6dfb\u4ed8\u3092\u62c5\u5f53\u8005\u304c\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3057\u3001\u627f\u8a8d\u3057\u305f\u5185\u5bb9\u3092\u53d6\u308a\u8fbc\u307f\u7528\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u6e21\u3057\u307e\u3059\u3002**\u305d\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u4f5c\u308a\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u8aad\u307f\u53d6\u308a\u306e\u571f\u53f0\u306f\u3001AWS Textract \u306e\u975e\u540c\u671f\u306e\u6587\u66f8\u5206\u6790\uff08StartDocumentAnalysis\uff09\u3067\u3059\u3002** \u6307\u5b9a\u3067\u304d\u308b\u5206\u6790\u306f `TABLES`\u3001`FORMS`\u3001`QUERIES`\u3001`SIGNATURES`\u3001`LAYOUT` \u3067\u3001\u5b8c\u4e86\u306f Amazon SNS \u306b\u901a\u77e5\u3055\u308c\u3001\u7d50\u679c\u306f GetDocumentAnalysis \u3067\u53d6\u308a\u307e\u3059\u3002**\u30b8\u30e7\u30d6\u306e\u8b58\u5225\u5b50\uff08JobId\uff09\u306e\u6709\u52b9\u671f\u9593\u306f7\u65e5\u3067\u3059\u3002**\n\n**\u5352\u696d\u8a3c\u660e\u66f8\u306b\u52b9\u304f\u306e\u306f `LAYOUT` \u3067\u3059\u3002** \u6587\u66f8\u306e\u984c\u540d\uff08`LAYOUT_TITLE`\uff09\u3001\u7bc0\u306e\u898b\u51fa\u3057\uff08`LAYOUT_SECTION_HEADER`\uff09\u3001\u672c\u6587\uff08`LAYOUT_TEXT`\uff09\u3001\u8868\u3001\u30ad\u30fc\u3068\u5024\u306e\u4f4d\u7f6e\u306a\u3069\u3092\u8981\u7d20\u3068\u3057\u3066\u8fd4\u3057\u3001**\u8981\u7d20\u306f\u8aad\u3080\u9806\uff08\u5de6\u304b\u3089\u53f3\u3001\u4e0a\u304b\u3089\u4e0b\uff09\u306b\u4e26\u3073\u307e\u3059\u3002** \u8cde\u72b6\u306e\u3088\u3046\u306a\u66f8\u5f0f\u3067\u3082\u3001\u984c\u540d\u304b\u3089\u300c\u5352\u696d\u8a3c\u660e\u66f8\u304b\u3001\u5728\u5b66\u8a3c\u660e\u66f8\u304b\u3001\u4fee\u4e86\u8a3c\u66f8\u304b\u300d\u3092\u898b\u5206\u3051\u308b\u624b\u304c\u304b\u308a\u304c\u53d6\u308c\u307e\u3059\u3002\n\n**\u6210\u7e3e\u8a3c\u660e\u66f8\u306b\u52b9\u304f\u306e\u306f `TABLES` \u3067\u3059\u3002** \u8868\u306f `CELL` \u304c `RowIndex`\u30fb`ColumnIndex` \u4ed8\u304d\u3067\u8fd4\u308a\u3001**\u5217\u306e\u898b\u51fa\u3057\u306b\u306f `COLUMN_HEADER`\u3001\u8868\u306e\u4e0b\u306e\u6ce8\u8a18\u306b\u306f `TABLE_FOOTER` \u304c\u4ed8\u304d\u307e\u3059\u3002** \u8a55\u4fa1\u306e\u5c3a\u5ea6\u306e\u51e1\u4f8b\u304c\u8868\u306e\u4e0b\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u66f8\u5f0f\u3067\u306f\u3001\u305d\u3053\u304b\u3089\u5c3a\u5ea6\u3092\u53d6\u308c\u307e\u3059\u3002\n\n**Textract \u306f\u3001\u65e5\u672c\u8a9e\u306e\u66f8\u985e\u3092\u8aad\u3081\u307e\u305b\u3093\u3002** \u5bfe\u5fdc\u306f\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3001**\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u3060\u3051\u3001\u7e26\u66f8\u304d\u306f\u975e\u5bfe\u5fdc\u3001\u554f\u3044\u306b\u3088\u308b\u53d6\u308a\u51fa\u3057\uff08QUERIES\uff09\u306f\u82f1\u8a9e\u306e\u66f8\u985e\u3060\u3051\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u3001**\u82f1\u6587\u306e\u8a3c\u660e\u66f8\u304b\u82f1\u6587\u306e\u516c\u5f0f\u306a\u8a33\u6587\u304c\u4ed8\u304f\u51fa\u9858\u306b\u7d5e\u3063\u3066\u3044\u307e\u3059\u3002** \u539f\u8a9e\u3060\u3051\u306e\u8a3c\u660e\u66f8\u306f\u3001\u5f93\u6765\u3069\u304a\u308a\u62c5\u5f53\u8005\u304c\u898b\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u51fa\u9858\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u8a3c\u660e\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u6dfb\u4ed8\u3092\u53d7\u3051\u53d6\u308c\u308b\u306a\u3089\u81ea\u52d5\u3067\u3001\u53d7\u3051\u53d6\u308c\u306a\u3044\u306a\u3089\u62c5\u5f53\u8005\u304c\u4fdd\u5b58\u3057\u307e\u3059\u3002**\u8a3c\u660e\u66f8\u306f\u51fa\u9858\u306e\u3042\u3068\u3067\u5dee\u3057\u66ff\u3048\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3001\u4fdd\u5b58\u306e\u305f\u3073\u306b\u305d\u306e\u51fa\u9858\u306e\u8a3c\u660e\u66f8\u5168\u4f53\u3092\u898b\u76f4\u3057\u307e\u3059\u3002**\n\n**\u3082\u30461\u3064\u306e\u8d77\u70b9\u306f\u3001\u6bce\u671d\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u3059\u3002** \u9078\u8003\u306e\u7de0\u5207\u306e10\u65e5\u524d\u30fb5\u65e5\u524d\u30fb\u524d\u65e5\u306b\u3001**\u4e0d\u8db3\u304c\u89e3\u6d88\u3055\u308c\u3066\u3044\u306a\u3044\u51fa\u9858\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u8fd4\u4e8b\u304c\u6765\u3066\u3044\u306a\u3044\u51fa\u9858**\u3092\u4e00\u89a7\u306b\u3057\u3066\u62c5\u5f53\u8005\u3078\u9001\u308a\u307e\u3059\u3002\u7de0\u5207\u306b\u9593\u306b\u5408\u308f\u306a\u3044\u5931\u6557\u306f\u3001\u8fd4\u4e8b\u3092\u5f85\u3063\u3066\u3044\u308b\u3042\u3044\u3060\u306b\u8d77\u304d\u308b\u304b\u3089\u3067\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5352\u696d\u8a3c\u660e\u66f8 | \u5b66\u6821\u540d\u3001\u6240\u5728\u56fd\u3001\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u8ab2\u7a0b\u306e\u540d\u79f0\u3001\u5165\u5b66\u65e5\u3001\u5352\u696d\u65e5\u3001\u767a\u884c\u65e5\u3001\u767a\u884c\u8005\u306e\u5f79\u8077 | \u51fa\u9858\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0 |\n| \u6210\u7e3e\u8a3c\u660e\u66f8 | \u5b66\u5e74\u3054\u3068\u306e\u79d1\u76ee\u3068\u8a55\u70b9\u3001\u8a55\u4fa1\u306e\u5c3a\u5ea6\u306e\u51e1\u4f8b\u3001\u5e73\u5747\u306e\u8a55\u70b9\u3001\u767a\u884c\u65e5 | \u51fa\u9858\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0 |\n| \u8a33\u6587\u306e\u8a3c\u660e | \u539f\u8a9e\u306e\u8a3c\u660e\u66f8\u306b\u4ed8\u304f\u82f1\u6587\u306e\u8a33\u6587\u3068\u3001\u8a33\u3057\u305f\u6a5f\u95a2\u306e\u540d\u79f0 | \u51fa\u9858\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0 |\n| \u51fa\u9858\u8005\u306e\u5165\u529b | \u6c0f\u540d\uff08\u65c5\u5238\u306e\u3064\u3065\u308a\uff09\u3001\u751f\u5e74\u6708\u65e5\u3001\u5b66\u6b74\u306e\u5404\u884c\u306e\u5b66\u6821\u540d\u3068\u5165\u5b66\u30fb\u5352\u696d\u306e\u5e74\u6708 | Web\u51fa\u9858\u30b7\u30b9\u30c6\u30e0 |\n| \u52df\u96c6\u8981\u9805\u306e\u6761\u4ef6 | \u5165\u5b66\u306e\u6642\u671f\u3001\u51fa\u9858\u8cc7\u683c\u306e\u9805\u76ee\u3001\u63d0\u51fa\u66f8\u985e\u306e\u4e00\u89a7 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u8868 |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6\u306e\u4e00\u89a7 | \u56fd\u3054\u3068\u306b\u3088\u304f\u4f7f\u308f\u308c\u308b\u5c3a\u5ea6\u3068\u3001\u51e1\u4f8b\u306e\u66f8\u304d\u65b9\u306e\u4f8b | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u51fa\u9858\u8005\u306e\u5165\u529b\u3067\u3059\u3002** \u7167\u5408\u306e\u76f8\u624b\u304c\u306a\u3051\u308c\u3070\u3001\u5352\u696d\u65e5\u3092\u5199\u305b\u3066\u3082**\u305d\u308c\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\u5148\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u306e\u5b66\u6b74\u306e\u6b04\u3092\u3001\u5e74\u6708\u307e\u3067\u5165\u308c\u308b\u5f62\u306b\u3057\u3066\u304a\u304f\u306e\u304c\u6700\u521d\u306e\u6e96\u5099\u3067\u3059\u3002\n\n**\u8a55\u4fa1\u306e\u5c3a\u5ea6\u306e\u4e00\u89a7\u306f\u3001\u5c3a\u5ea6\u3092\u6c7a\u3081\u308b\u305f\u3081\u3067\u306f\u306a\u304f\u3001\u51e1\u4f8b\u306e\u898b\u843d\u3068\u3057\u3092\u6e1b\u3089\u3059\u305f\u3081\u306b\u6301\u3061\u307e\u3059\u3002** \u300c\u3053\u306e\u56fd\u306e\u8a3c\u660e\u66f8\u306f\u88cf\u9762\u306b\u51e1\u4f8b\u304c\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u300d\u3068\u5206\u304b\u3063\u3066\u3044\u308c\u3070\u3001**\u88cf\u9762\u304c\u7121\u3044\u51fa\u9858\u306b\u5148\u306b\u6c17\u3065\u3051\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u306e\u6a5f\u80fd\u3067 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8a3c\u660e\u66f8\u306e\u984c\u540d\u3068\u7bc0 | `LAYOUT`\uff08`LAYOUT_TITLE`\u3001`LAYOUT_SECTION_HEADER`\u3001`LAYOUT_TEXT`\uff09 | \u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5225\u3068\u3001\u672c\u6587\u306e\u5207\u308a\u51fa\u3057 |\n| \u6c7a\u307e\u3063\u305f\u9805\u76ee | `QUERIES`\uff08\u554f\u3044\u3068\u5225\u540d\u3092\u6c7a\u3081\u3066\u304a\u304f\uff09 | \u5352\u696d\u65e5\u3001\u5165\u5b66\u65e5\u3001\u767a\u884c\u65e5\u3001\u6c0f\u540d\u3001\u5b66\u6821\u540d |\n| \u6210\u7e3e\u306e\u8868 | `TABLES`\uff08`CELL`\u3001`COLUMN_HEADER`\u3001`TABLE_FOOTER`\uff09 | \u79d1\u76ee\u30fb\u8a55\u70b9\u30fb\u5b66\u5e74\u3068\u3001\u51e1\u4f8b |\n| \u6587\u5b57\u3054\u3068\u306e\u4fe1\u983c\u5ea6 | \u3059\u3079\u3066\u306e\u30d6\u30ed\u30c3\u30af\u306e `Confidence` | \u4eba\u304c\u78ba\u304b\u3081\u308b\u9805\u76ee\u306e\u9078\u3073\u51fa\u3057 |\n\n**\u554f\u3044\u306f\u3001\u5225\u540d\uff08Alias\uff09\u3092\u4ed8\u3051\u3066\u767b\u9332\u3057\u307e\u3059\u3002** \u4f8b\u3048\u3070 `What is the date of graduation?` \u306b `GRAD_DATE`\u3001`What is the date of issue?` \u306b `ISSUE_DATE`\u3001`What is the date of admission?` \u306b `ADMIT_DATE` \u3092\u4ed8\u3051\u307e\u3059\u3002\u7b54\u3048\u306f `QUERY_RESULT` \u3068\u3057\u3066\u4fe1\u983c\u5ea6\u3064\u304d\u3067\u8fd4\u308a\u3001**\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u3067\u8fd4\u308a\u307e\u3059\u3002** \u7a7a\u306e\u307e\u307e\u5f8c\u6bb5\u306b\u6e21\u3057\u3001\u300c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u300d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n**\u5352\u696d\u65e5\u3068\u767a\u884c\u65e5\u306f\u3001\u5fc5\u305a\u5225\u306e\u554f\u3044\u306b\u3057\u307e\u3059\u3002** 1\u3064\u306e\u554f\u3044\u3067\u300c\u65e5\u4ed8\u300d\u3092\u805e\u304f\u3068\u3001\u76ee\u7acb\u3064\u4f4d\u7f6e\u306b\u3042\u308b\u767a\u884c\u65e5\u304c\u7b54\u3048\u3068\u3057\u3066\u8fd4\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**2\u3064\u306e\u7b54\u3048\u304c\u540c\u3058\u65e5\u4ed8\u306a\u3089\u3001\u305d\u306e\u51fa\u9858\u306f\u62c5\u5f53\u8005\u306e\u78ba\u8a8d\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**\u554f\u3044\u306e\u6570\u306f\u3001\u975e\u540c\u671f\u306e\u51e6\u7406\u30671\u30da\u30fc\u30b8\u3042\u305f\u308a30\u3001\u540c\u671f\u306715\u307e\u3067\u3067\u3059\u3002** \u5352\u696d\u8a3c\u660e\u66f8\u306f1\u30da\u30fc\u30b8\u306e\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u554f\u3044\u3092\u4e2d\u5fc3\u306b\u3001\u6210\u7e3e\u8a3c\u660e\u66f8\u306f\u8868\u3068\u3057\u3066\u8aad\u307f\u307e\u3059\u3002\n\n**\u8a33\u6587\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u8a33\u3057\u305f\u6a5f\u95a2\u306e\u540d\u79f0\u3068\u8a33\u6587\u306e\u65e5\u4ed8\u3082\u554f\u3044\u3067\u53d6\u308a\u307e\u3059\u3002** \u539f\u8a9e\u306e\u8a3c\u660e\u66f8\u306b\u82f1\u6587\u306e\u8a33\u6587\u304c\u4ed8\u304f\u51fa\u9858\u3067\u306f\u3001**\u8aad\u307f\u53d6\u308b\u306e\u306f\u8a33\u6587\u3067\u3001\u539f\u672c\u306f\u539f\u8a9e\u306e\u30da\u30fc\u30b8\u3067\u3059\u3002** \u8a33\u6587\u306e\u5b66\u6821\u540d\u3084\u5352\u696d\u65e5\u304c\u539f\u8a9e\u306e\u30da\u30fc\u30b8\u3068\u305a\u308c\u3066\u3044\u3066\u3082\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u6c17\u3065\u3051\u307e\u305b\u3093\u3002**\u8a33\u6587\u304b\u3089\u53d6\u3063\u305f\u9805\u76ee\u306b\u306f\u300c\u8a33\u6587\u7531\u6765\u300d\u306e\u5370\u3092\u4ed8\u3051\u3001**\u62c5\u5f53\u8005\u304c\u539f\u8a9e\u306e\u30da\u30fc\u30b8\u306e\u6570\u5b57\u3068\u5e74\u53f7\u3060\u3051\u3067\u3082\u898b\u6bd4\u3079\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002XFA\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u307e\u305b\u3093\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002**\u51fa\u9858\u8005\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u51fa\u3057\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\u3067\u3001150dpi\u30678\u30dd\u30a4\u30f3\u30c8\u306b\u5f53\u305f\u308a\u307e\u3059\u3002**\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u64ae\u3063\u305f\u8a3c\u660e\u66f8\u306f\u3001\u51e1\u4f8b\u306e\u5c0f\u3055\u306a\u6587\u5b57\u304c\u4e0b\u9650\u3092\u5272\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059**\n5. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u6587\u3067\u306a\u3044\u30da\u30fc\u30b8\u306f\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u300c\u539f\u8a9e\u306e\u30da\u30fc\u30b8\u300d\u3068\u3057\u3066\u8a18\u9332\u3057\u307e\u3059\n6. **\u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5225** \u2026 \u5352\u696d\u8a3c\u660e\u66f8\u30fb\u6210\u7e3e\u8a3c\u660e\u66f8\u30fb\u8a33\u6587\u30fb\u65c5\u5238\u306e\u5199\u3057\u304c1\u3064\u306ePDF\u306b\u307e\u3068\u307e\u3063\u3066\u5c4a\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u30da\u30fc\u30b8\u3054\u3068\u306b\u7a2e\u985e\u3092\u5206\u3051\u3066\u304b\u3089\u3001\u554f\u3044\u3092\u304b\u3051\u308b\u304b\u8868\u3068\u3057\u3066\u8aad\u3080\u304b\u3092\u6c7a\u3081\u307e\u3059**\n\n**6\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u65c5\u5238\u306e\u5199\u3057\u306e\u30da\u30fc\u30b8\u306b\u554f\u3044\u3092\u304b\u3051\u308b\u3068\u3001\u751f\u5e74\u6708\u65e5\u3084\u6c0f\u540d\u306e\u7b54\u3048\u304c\u65c5\u5238\u304b\u3089\u8fd4\u308a\u3001**\u8a3c\u660e\u66f8\u3068\u65c5\u5238\u306e\u98df\u3044\u9055\u3044\u304c\u898b\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u65c5\u5238\u306e\u5199\u3057\u306f\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**1\u56de\u76ee\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u51fa\u9858\u30c7\u30fc\u30bf\u306e\u5b66\u6b74\u3068\u6210\u7e3e\u306e\u9805\u76ee\u3078\u4e26\u3079\u76f4\u3059\u3053\u3068\u3067\u3059\u3002**\n\n| \u9805\u76ee | \u53d6\u308a\u51fa\u3057\u5143 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u66f8\u985e\u306e\u7a2e\u985e | \u984c\u540d\u3068\u672c\u6587\uff08\u5352\u696d\u8a3c\u660e\u66f8\uff0f\u5728\u5b66\u8a3c\u660e\u66f8\uff0f\u898b\u8fbc\u307f\u8a3c\u660e\u66f8\uff0f\u6210\u7e3e\u8a3c\u660e\u66f8\uff0f\u8a33\u6587\uff09 | `other` |\n| \u5b66\u6821\u540d\u30fb\u6240\u5728\u56fd | \u554f\u3044\u306e\u7b54\u3048\u3068\u672c\u6587 | `not_stated` |\n| \u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5 | \u554f\u3044\u306e\u7b54\u3048 | `not_stated` |\n| \u5165\u5b66\u65e5\u30fb\u5352\u696d\u65e5\u30fb\u767a\u884c\u65e5 | \u305d\u308c\u305e\u308c\u5225\u306e\u554f\u3044\u306e\u7b54\u3048 | `not_stated`\u3002**\u767a\u884c\u65e5\u3067\u57cb\u3081\u306a\u3044** |\n| \u5352\u696d\u304b\u898b\u8fbc\u307f\u304b | \u672c\u6587\u306e\u300chas completed\u300d\u300cis expected to\u300d\u306a\u3069\u306e\u8a18\u8f09 | `not_stated` |\n| \u79d1\u76ee\u30fb\u5b66\u5e74\u30fb\u8a55\u70b9 | \u6210\u7e3e\u306e\u8868 | \u884c\u3054\u3068\u306b `not_stated` |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6 | \u8868\u306e\u4e0b\u306e\u6ce8\u8a18\u304b\u51e1\u4f8b | `not_stated`\u3002**\u8a55\u70b9\u304b\u3089\u63a8\u5b9a\u3057\u306a\u3044** |\n\n**2\u56de\u76ee\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u3057\u305f\u4e0d\u8db3\u3068\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u304b\u3089\u3001\u51fa\u9858\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002** \u4f55\u304c\u8db3\u308a\u306a\u3044\u304b\u3001\u3069\u306e\u66f8\u985e\u3092\u51fa\u3057\u76f4\u3057\u3066\u307b\u3057\u3044\u304b\u3092\u3001\u82f1\u8a9e\u3067\u5177\u4f53\u7684\u306b\u66f8\u304d\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u51fa\u9858\u8cc7\u683c\u306e\u6709\u7121\u306e\u5224\u65ad | \u5165\u8a66\u306e\u8cac\u4efb\u8005\u304c\u52df\u96c6\u8981\u9805\u3068\u7167\u3089\u3057\u3066\u6c7a\u3081\u308b |\n| \u5b66\u6821\u6559\u80b2\u306e\u5e74\u6570\u3092\u6570\u3048\u308b | \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5165\u529b\u304b\u3089\u6570\u3048\u308b |\n| \u8a55\u70b9\u3092\u5225\u306e\u5c3a\u5ea6\u306b\u63db\u7b97\u3059\u308b | \u63db\u7b97\u306e\u65b9\u6cd5\u306f\u9078\u8003\u306e\u53d6\u308a\u6c7a\u3081\u3002AI\u306b\u6c7a\u3081\u3055\u305b\u306a\u3044 |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6\u3092\u63a8\u5b9a\u3059\u308b | \u51e1\u4f8b\u304c\u7121\u3051\u308c\u3070 `not_stated` |\n| \u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u306e\u5224\u65ad | \u767a\u884c\u5143\u3078\u306e\u7167\u4f1a\u306a\u3069\u3001\u5225\u306e\u624b\u7d9a\u304d\u3067\u78ba\u304b\u3081\u308b |\n\n**4\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8a55\u70b9\u304c\u300c3.6\u300d\u306a\u30894\u6bb5\u968e\u3060\u308d\u3046\u3068\u63a8\u5b9a\u3057\u3066 `4.0 scale` \u3068\u66f8\u304f\u306e\u306f\u81ea\u7136\u306b\u898b\u3048\u307e\u3059\u304c\u3001**5\u6bb5\u968e\u306e\u56fd\u3082\u3042\u308a\u307e\u3059\u3002** \u51e1\u4f8b\u306e\u7121\u3044\u8a3c\u660e\u66f8\u306f\u3001\u51e1\u4f8b\u3092\u51fa\u3057\u3066\u3082\u3089\u3046\u306e\u304c\u7b54\u3048\u3067\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\u5927\u5b66\u306e\u56fd\u969b\u5165\u8a66\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u7559\u5b66\u751f\u306e\u82f1\u6587\u306e\u8a3c\u660e\u66f8\u3092\n\u51fa\u9858\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u3078\u305d\u308d\u3048\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f AWS Textract \u304c\u8aad\u307f\u53d6\u3063\u305f\u7d50\u679c\uff08\u984c\u540d\u30fb\u672c\u6587\u30fb\u8868\u30fb\u554f\u3044\u306e\u7b54\u3048\uff09\u3067\u3059\u3002\n\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u30101\u56de\u76ee\uff1a\u51fa\u9858\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u3078\u306e\u4e26\u3079\u76f4\u3057\u3011\n- \u5404\u30da\u30fc\u30b8\u306e\u66f8\u985e\u306e\u7a2e\u985e\u3092\u3001graduation_certificate \/ enrollment_certificate \/\n  expected_graduation \/ transcript \/ translation \/ other \u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5352\u696d\u65e5\uff08graduation_date\uff09\u3068\u767a\u884c\u65e5\uff08issue_date\uff09\u306f\u5225\u306e\u9805\u76ee\u3067\u3059\u3002\n  \u5352\u696d\u65e5\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 not_stated \u3068\u3057\u3001\u767a\u884c\u65e5\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5352\u696d\u3057\u305f\u306e\u304b\u3001\u5352\u696d\u898b\u8fbc\u307f\u306a\u306e\u304b\u306f\u3001\u672c\u6587\u306e\u8a18\u8f09\u3060\u3051\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 not_stated \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6210\u7e3e\u306e\u8868\u306f\u3001\u5b66\u5e74\u30fb\u79d1\u76ee\u30fb\u8a55\u70b9\u306e\u884c\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\u8a55\u70b9\u306f\u66f8\u304b\u308c\u305f\n  \u6587\u5b57\u5217\u306e\u307e\u307e\u5165\u308c\u3001\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a55\u4fa1\u306e\u5c3a\u5ea6\uff08grading_scale\uff09\u306f\u3001\u51e1\u4f8b\u3084\u6ce8\u8a18\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u3060\u3051\n  \u539f\u6587\u306e\u307e\u307e\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 not_stated \u3068\u3057\u3001\n  \u8a55\u70b9\u306e\u5024\u304b\u3089\u63a8\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6c0f\u540d\u306f\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\u306e\u307e\u307e\u5165\u308c\u3001\u3064\u3065\u308a\u3092\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9805\u76ee\u3054\u3068\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u82f1\u6587\u3092 evidence \u306b\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4fe1\u983c\u5ea6\u306f Textract \u304c\u8fd4\u3057\u305f\u5024\u3092\u305d\u306e\u307e\u307e confidence \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u51fa\u9858\u8cc7\u683c\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3001\u8a3c\u660e\u66f8\u304c\u672c\u7269\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u30102\u56de\u76ee\uff1a\u51fa\u9858\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u3011\n- \u4e0d\u8db3\u3068\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\uff08{findings}\uff09\u3060\u3051\u3092\u4f7f\u3063\u3066\u3001\u82f1\u8a9e\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8db3\u308a\u306a\u3044\u66f8\u985e\u307e\u305f\u306f\u8a18\u8f09\u3054\u3068\u306b\u3001\u4f55\u3092\u3001\u3069\u306e\u5f62\u3067\u51fa\u3057\u76f4\u3057\u3066\u307b\u3057\u3044\u304b\u3092\n  \u5177\u4f53\u7684\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u51fa\u9858\u8cc7\u683c\u3084\u5408\u5426\u306b\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u767a\u884c\u65e5\u3067\u57cb\u3081\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u5352\u696d\u65e5\u306b\u767a\u884c\u65e5\u304c\u5165\u308a\u307e\u3059\u3002** \u8a3c\u660e\u66f8\u306e\u4e0b\u90e8\u306b\u5927\u304d\u304f\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u306f\u591a\u304f\u304c\u767a\u884c\u65e5\u3067\u3001**\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u305d\u308c\u3092\u5352\u696d\u65e5\u3068\u3057\u3066\u9078\u3073\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**1\u56de\u76ee\u306e\u51fa\u529b\u306f\u3001\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"application_id\": \"\",\n  \"documents\": [\n    { \"file\": \"\", \"page\": 1, \"doc_type\": \"graduation_certificate\" }\n  ],\n  \"education\": {\n    \"school_name\": \"\",\n    \"country\": \"\",\n    \"admission_date\": \"\",\n    \"graduation_date\": \"\",\n    \"issue_date\": \"\",\n    \"completion\": \"completed | expected | not_stated\",\n    \"items_status\": [\n      { \"item\": \"graduation_date\", \"status\": \"ok | not_stated | low_confidence\",\n        \"confidence\": 0, \"evidence\": \"\" }\n    ]\n  },\n  \"transcript\": {\n    \"grading_scale\": \"\",\n    \"rows\": [\n      { \"year\": \"\", \"subject\": \"\", \"grade_raw\": \"\", \"confidence\": 0 }\n    ]\n  }\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6e21\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u51fa\u9858\u8005\u304c\u5165\u529b\u3057\u305f\u5b66\u6b74\u306e\u6700\u5f8c\u306e\u884c\u3068\u3001`education` \u306e\u5b66\u6821\u540d\u30fb\u5352\u696d\u65e5\u3092\u6bd4\u3079\u3001**`match` \uff0f `mismatch` \uff0f `certificate_only` \uff0f `input_only`** \u306e4\u3064\u306b\u5206\u3051\u307e\u3059\u3002\u5e74\u6570\u306f\u5165\u529b\u3055\u308c\u305f\u5b66\u6b74\u306e\u5404\u884c\u304b\u3089\u6570\u3048\u307e\u3059\u3002\n\n| \u898b\u308b\u3082\u306e | \u4e0d\u8db3\u30fb\u98df\u3044\u9055\u3044\u3068\u3059\u308b\u6761\u4ef6 | \u8fd4\u3059\u5148 |\n|:--|:--|:--|\n| \u5352\u696d\u65e5 | `not_stated`\u3001\u307e\u305f\u306f\u5165\u529b\u3068\u5e74\u304c\u9055\u3046 | \u51fa\u9858\u8005\u3078\u554f\u3044\u5408\u308f\u305b |\n| \u5352\u696d\u304b\u898b\u8fbc\u307f\u304b | `expected` | \u52df\u96c6\u8981\u9805\u306e\u6271\u3044\u306b\u5f93\u3044\u62c5\u5f53\u8005\u3078 |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6 | `not_stated` | \u51fa\u9858\u8005\u3078\u51e1\u4f8b\u306e\u63d0\u51fa\u3092\u4f9d\u983c |\n| \u6c0f\u540d | \u5165\u529b\u306e\u65c5\u5238\u306e\u3064\u3065\u308a\u3068\u9055\u3046 | \u51fa\u9858\u8005\u3078\u554f\u3044\u5408\u308f\u305b |\n| \u5b66\u6821\u6559\u80b2\u306e\u5e74\u6570 | \u5165\u529b\u304b\u3089\u6570\u3048\u306612\u5e74\u306b\u6e80\u305f\u306a\u3044 | **\u5165\u8a66\u306e\u8cac\u4efb\u8005\u3078** |\n| \u539f\u8a9e\u306e\u30da\u30fc\u30b8\u3060\u3051\u3067\u82f1\u6587\u304c\u7121\u3044 | \u82f1\u6587\u306e\u30da\u30fc\u30b8\u304c\u7121\u3044 | \u62c5\u5f53\u8005\u304c\u539f\u672c\u3092\u898b\u308b |\n\n**2\u3064\u76ee\u306f\u3001`grade_raw` \u3092\u6587\u5b57\u5217\u306e\u307e\u307e\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u300cA+\u300d\u300c85\u300d\u300cExcellent\u300d\u3092\u540c\u3058\u5217\u306b\u5165\u308c\u3066\u3082\u58ca\u308c\u305a\u3001**\u63db\u7b97\u306f\u9078\u8003\u306e\u53d6\u308a\u6c7a\u3081\u306e\u5074\u3067\u5f8c\u304b\u3089\u884c\u3048\u307e\u3059\u3002**\n\n\u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306e\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u6570\u5024\u306e\u7bc4\u56f2\u3084\u6587\u5b57\u5217\u306e\u9577\u3055\u306e\u5236\u7d04\u306f\u30b9\u30ad\u30fc\u30de\u3067\u66f8\u3051\u306a\u3044\u305f\u3081\u3001\u65e5\u4ed8\u306e\u5f62\u306e\u78ba\u8a8d\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u51fa\u9858\u756a\u53f7\u306e\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u30a4\u30d9\u30f3\u30c8\u3067 AWS Lambda \u3092\u8d77\u52d5 | \u8a3c\u660e\u66f8\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| AWS Textract | \u975e\u540c\u671f\u306eAPI\u547c\u3073\u51fa\u3057 | \u5b8c\u4e86\u306f Amazon SNS \u3078\u901a\u77e5\u3055\u308c\u3001\u7d50\u679c\u3092\u53d6\u308a\u306b\u884c\u304f |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff082\u56de\uff09 | \u9805\u76ee\u306e\u4e26\u3079\u76f4\u3057\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d |\n| Web\u51fa\u9858\u30b7\u30b9\u30c6\u30e0 | \u5b66\u6b74\u306e\u5165\u529b\u306e\u8aad\u307f\u53d6\u308a\uff0f\u627f\u8a8d\u5f8c\u306e\u66f8\u304d\u623b\u3057 | \u7167\u5408\u306e\u76f8\u624b\u3068\u3001\u5b66\u6b74\u30fb\u6210\u7e3e\u306e\u9805\u76ee |\n| \u5165\u8a66\u306e\u7ba1\u7406\u8868 | \u66f8\u304d\u8fbc\u307f\uff08\u4e0d\u8db3\u306e\u5217\u3060\u3051\uff09 | \u4e0d\u8db3\u306e\u5185\u5bb9\u3001\u554f\u3044\u5408\u308f\u305b\u305f\u65e5\u3001\u8fd4\u4e8b\u306e\u6709\u7121 |\n\n**StartDocumentAnalysis \u306b\u306f\u3001\u540c\u3058\u4f9d\u983c\u3092\u4e8c\u5ea6\u52d5\u304b\u3055\u306a\u3044\u305f\u3081\u306e\u8b58\u5225\u5b50\uff08ClientRequestToken\uff09\u3092\u4ed8\u3051\u307e\u3059\u3002** \u540c\u3058\u8b58\u5225\u5b50\u306a\u3089\u540c\u3058 JobId \u304c\u8fd4\u308a\u307e\u3059\u3002**JobTag \u306b\u306f\u51fa\u9858\u756a\u53f7\u3092\u5165\u308c\u3001**\u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u3069\u306e\u51fa\u9858\u306e\u7d50\u679c\u304b\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u7d50\u679c\u306e\u51fa\u529b\u5148\u306e\u30d0\u30b1\u30c3\u30c8\u3068\u3001\u6697\u53f7\u5316\u306e KMS \u306e\u9375\u3082\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002\n\n**\u51fa\u9858\u30c7\u30fc\u30bf\u3078\u306f\u3001\u62c5\u5f53\u8005\u304c\u627f\u8a8d\u3059\u308b\u307e\u3067\u66f8\u304d\u623b\u3057\u307e\u305b\u3093\u3002** \u51fa\u9858\u8005\u3078\u3082\u3001\u81ea\u52d5\u3067\u306f\u4f55\u3082\u9001\u308a\u307e\u305b\u3093\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u62c5\u5f53\u8005\u304c\u898b\u308b\u306e\u306f\u3001\u4e0d\u8db3\u3068\u98df\u3044\u9055\u3044\u306e\u5370\u304c\u4ed8\u3044\u305f\u9805\u76ee\u3068\u3001\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u9805\u76ee\u3067\u3059\u3002**\n\n1. **\u5352\u696d\u65e5\u3068\u767a\u884c\u65e5\u3092\u539f\u672c\u3067\u898b\u308b** \u2026 2\u3064\u304c\u540c\u3058\u65e5\u4ed8\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u3001\u53d6\u308a\u9055\u3048\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n2. **\u5352\u696d\u304b\u898b\u8fbc\u307f\u304b\u3092\u672c\u6587\u3067\u898b\u308b** \u2026 \u898b\u8fbc\u307f\u306e\u8a3c\u660e\u66f8\u3092\u5352\u696d\u3068\u3057\u3066\u6271\u3046\u3068\u3001\u5165\u5b66\u5f8c\u306b\u5352\u696d\u306e\u8a3c\u660e\u304c\u51fa\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\n3. **\u8a55\u4fa1\u306e\u5c3a\u5ea6\u3092\u898b\u308b** \u2026 `not_stated` \u306a\u3089\u3001\u88cf\u9762\u306e\u30b9\u30ad\u30e3\u30f3\u6f0f\u308c\u304b\u51e1\u4f8b\u304c\u7121\u3044\u304b\u3092\u539f\u672c\u3067\u898b\u307e\u3059\n4. **\u6210\u7e3e\u306e\u8868\u306f\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u884c\u3060\u3051\u898b\u308b** \u2026 \u5168\u884c\u3092\u898b\u76f4\u3059\u3068\u3001\u5199\u3059\u6642\u9593\u304c\u305d\u306e\u307e\u307e\u623b\u3063\u3066\u304d\u307e\u3059\n5. **\u627f\u8a8d\u3057\u3066\u66f8\u304d\u623b\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u9001\u308b\u306e\u306f\u4eba\u3067\u3059\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5352\u696d\u65e5\u306e\u53d6\u308a\u9055\u3048\u306f\u3001**\u51fa\u9858\u8cc7\u683c\u306e\u78ba\u8a8d\u3092\u8aa4\u3063\u305f\u524d\u63d0\u3067\u9032\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u4fe1\u983c\u5ea6\u304c\u9ad8\u304f\u3066\u3082\u539f\u672c\u3092\u898b\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u300160\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef612\u5206\u3067\u3059\u3002** \u305d\u308c\u3088\u308a\u9577\u304f\u304b\u304b\u308b\u6708\u306f\u3001**\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u64ae\u3063\u305f\u8a3c\u660e\u66f8\u304c\u5897\u3048\u3066\u3044\u308b\u304b\u3001\u554f\u3044\u306e\u66f8\u304d\u65b9\u304c\u5408\u3063\u3066\u3044\u306a\u3044\u56fd\u306e\u66f8\u5f0f\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u30fbXFA\u5f62\u5f0f\u306ePDF | \u8aad\u3081\u306a\u3044\u3002\u51fa\u9858\u8005\u306b\u51fa\u3057\u76f4\u3057\u3092\u4f9d\u983c |\n| \u82f1\u6587\u306e\u30da\u30fc\u30b8\u304c\u7121\u3044 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u539f\u672c\u3092\u898b\u308b |\n| \u624b\u66f8\u304d\u306e\u8a18\u5165\u304c\u3042\u308b | \u624b\u66f8\u304d\u306f\u82f1\u8a9e\u3060\u3051\u8aad\u3081\u308b\u3002**\u624b\u66f8\u304d\u306e\u9805\u76ee\u306f\u4fe1\u983c\u5ea6\u306b\u304b\u304b\u308f\u3089\u305a\u62c5\u5f53\u8005\u3078** |\n| \u5352\u696d\u65e5\u3068\u767a\u884c\u65e5\u306e\u7b54\u3048\u304c\u540c\u3058 | \u62c5\u5f53\u8005\u304c\u539f\u672c\u3067\u78ba\u304b\u3081\u308b |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6\u304c\u7121\u3044 | `not_stated`\u3002\u51fa\u9858\u8005\u306b\u51e1\u4f8b\u306e\u63d0\u51fa\u3092\u4f9d\u983c |\n| \u5e74\u6570\u304c12\u5e74\u306b\u6e80\u305f\u306a\u3044 | **\u5165\u8a66\u306e\u8cac\u4efb\u8005\u3078\u56de\u3059\u3002** \u4e0d\u8db3\u306e\u9023\u7d61\u306f\u81ea\u52d5\u3067\u51fa\u3055\u306a\u3044 |\n| \u540c\u6642\u306b\u52d5\u304b\u3059\u30b8\u30e7\u30d6\u304c\u591a\u3059\u304e\u308b | \u4e0a\u9650\u3092\u8d85\u3048\u308b\u3068 LimitExceededException\u3002**\u6642\u9593\u3092\u304a\u3044\u3066\u518d\u5b9f\u884c** |\n| JobId \u306e\u671f\u9650\uff087\u65e5\uff09\u304c\u5207\u308c\u305f | \u4f9d\u983c\u304b\u3089\u3084\u308a\u76f4\u3059 |\n| \u7de0\u5207\u304c\u8fd1\u3044\u306e\u306b\u8fd4\u4e8b\u304c\u7121\u3044 | \u6bce\u671d\u306e\u4e00\u89a7\u3067\u4e0a\u4f4d\u306b\u51fa\u3057\u3001\u62c5\u5f53\u8005\u3078\u901a\u77e5 |\n| \u6c0f\u540d\u306e\u3064\u3065\u308a\u304c\u8a3c\u660e\u66f8\u3068\u65c5\u5238\u3067\u9055\u3046 | \u56fd\u306b\u3088\u3063\u3066\u306f\u30ed\u30fc\u30de\u5b57\u306e\u66f8\u304d\u65b9\u304c\u4e00\u3064\u306b\u6c7a\u307e\u3089\u306a\u3044\u3002**\u98df\u3044\u9055\u3044\u3068\u3057\u3066\u51fa\u3057\u3001\u3069\u3061\u3089\u304b\u306b\u76f4\u3055\u306a\u3044** |\n\n**6\u884c\u76ee\u306f\u3001\u6271\u3044\u3092\u6c7a\u3081\u3066\u304a\u304b\u306a\u3044\u3068\u4e8b\u6545\u306b\u306a\u308a\u307e\u3059\u3002** 12\u5e74\u306b\u6e80\u305f\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u6e96\u5099\u6559\u80b2\u8ab2\u7a0b\u306e\u4fee\u4e86\u306a\u3069\u3067\u5165\u5b66\u8cc7\u683c\u304c\u8a8d\u3081\u3089\u308c\u308b\u9053\u304c\u3042\u308a\u3001**\u4e00\u5f8b\u306b\u4e0d\u8db3\u3068\u3057\u3066\u8fd4\u3059\u3068\u3001\u8cc7\u683c\u306e\u3042\u308b\u51fa\u9858\u8005\u3092\u843d\u3068\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d7\u3051\u53d6\u3063\u305f\u8a3c\u660e\u66f8\u306ePDF\u3068\u3001\u4fdd\u5b58\u3055\u308c\u305f\u65e5\u6642\n- Textract \u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u5168\u6587\u3068 JobId\n- 1\u56de\u76ee\u306eJSON\uff08\u9805\u76ee\u3001\u6839\u62e0\u306e\u82f1\u6587\u3001\u4fe1\u983c\u5ea6\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001\u305d\u306e\u3068\u304d\u7167\u3089\u3057\u305f\u51fa\u9858\u8005\u306e\u5165\u529b\n- \u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u9805\u76ee\u3068\u3001\u76f4\u3059\u524d\u306e\u5024\n- \u627f\u8a8d\u3057\u305f\u65e5\u6642\u3068\u3001\u51fa\u9858\u30c7\u30fc\u30bf\u3078\u66f8\u304d\u623b\u3057\u305f\u5185\u5bb9\n- \u554f\u3044\u5408\u308f\u305b\u3092\u9001\u3063\u305f\u65e5\u3068\u3001\u8fd4\u4e8b\u3068\u51fa\u3057\u76f4\u3057\u306e\u66f8\u985e\u304c\u5c4a\u3044\u305f\u65e5\n- **\u56fd\u3054\u3068\u306e\u3001`not_stated` \u3068 `low_confidence` \u306e\u767a\u751f\u7387**\n\n**4\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u5165\u529b\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u51fa\u9858\u8005\u304c\u5f8c\u304b\u3089\u5165\u529b\u3092\u76f4\u3059\u305f\u3081\u3067\u3059\u3002** \u76f4\u3055\u308c\u305f\u5f8c\u3067\u306f\u3001**\u306a\u305c\u554f\u3044\u5408\u308f\u305b\u305f\u306e\u304b\u3092\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u554f\u3044\u3068\u6848\u5185\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7279\u5b9a\u306e\u56fd\u3067\u5352\u696d\u65e5\u306e `not_stated` \u304c\u7d9a\u304f\u306a\u3089\u3001\u305d\u306e\u56fd\u306e\u66f8\u5f0f\u3067\u306f\u5352\u696d\u65e5\u304c\u5225\u306e\u8a00\u3044\u65b9\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3001**\u52df\u96c6\u8981\u9805\u306e\u63d0\u51fa\u66f8\u985e\u306e\u6848\u5185\u304c\u8db3\u308a\u3066\u3044\u307e\u305b\u3093\u3002** \u554f\u3044\u306e\u8a00\u3044\u56de\u3057\u3092\u8db3\u3059\u304b\u3001\u6848\u5185\u306b\u300c\u5352\u696d\u65e5\u306e\u8a18\u8f09\u306e\u3042\u308b\u8a3c\u660e\u66f8\u300d\u3068\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002","minimal_setup":"1. \u524d\u306e\u5165\u5b66\u6642\u671f\u306e\u51fa\u9858\u304b\u308910\u4ef6\u3092\u9078\u3076\uff08**\u8a55\u4fa1\u306e\u5c3a\u5ea6\u304c\u7121\u3044\u8a3c\u660e\u66f8\u3068\u3001\u898b\u8fbc\u307f\u306e\u8a3c\u660e\u66f8\u3092\u5165\u308c\u308b**\uff09\n2. 10\u4ef6\u305d\u308c\u305e\u308c\u306e\u5352\u696d\u8a3c\u660e\u66f8\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u306ePDF\u3092\u7528\u610f\u3059\u308b\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306bPDF\u3092\u8cbc\u308a\u3001\u300c\u5b66\u6821\u540d\u3001\u5165\u5b66\u65e5\u3001\u5352\u696d\u65e5\u3001\u767a\u884c\u65e5\u3001\u5352\u696d\u304b\u898b\u8fbc\u307f\u304b\u3001\u8a55\u4fa1\u306e\u5c3a\u5ea6\u3092\u3001\u6839\u62e0\u306e\u82f1\u6587\u3068\u3068\u3082\u306b\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300e\u8a18\u8f09\u306a\u3057\u300f\u3068\u3057\u3001\u767a\u884c\u65e5\u3067\u5352\u696d\u65e5\u3092\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. \u66f8\u304d\u51fa\u3055\u308c\u305f\u5024\u3092\u3001\u5f53\u6642\u306e\u51fa\u9858\u30c7\u30fc\u30bf\u3068\u898b\u6bd4\u3079\u308b\n5. \u5f53\u6642\u554f\u3044\u5408\u308f\u305b\u305f\u51fa\u9858\u3067\u3001\u540c\u3058\u4e0d\u8db3\u304c\u51fa\u308b\u304b\u3092\u898b\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u51fa\u9858\u30c7\u30fc\u30bf\u3068\u540c\u3058\u5024\u304c\u51fa\u305f | **Textract \u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u5352\u696d\u65e5\u306b\u767a\u884c\u65e5\u3092\u5165\u308c\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6\u3092\u63a8\u5b9a\u3067\u66f8\u3044\u305f | \u51e1\u4f8b\u3092\u539f\u6587\u3067\u53d6\u308b\u4f5c\u308a\u304c\u8981\u308b\u7406\u7531\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n\n**\u6700\u5c0f\u69cb\u6210\u3067\u306f Textract \u3092\u4f7f\u3044\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u306e\u306f\u3001AI\u304c\u65e5\u4ed8\u3084\u5c3a\u5ea6\u3092\u63a8\u5b9a\u3067\u57cb\u3081\u306a\u3044\u304b\u3067\u3059\u3002","minimal_setup_short":"PDF\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u5b66\u6b74\u306e\u9805\u76ee\u3092\u66f8\u304d\u51fa\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u9805\u76ee\u306e\u66f8\u304d\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0bTextract \u3092\u547c\u3073\u3001\u5b66\u6b74\u3068\u6210\u7e3e\u3092\u51fa\u9858\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u306b\u4e26\u3079\u3066\u4e00\u89a7\u306b\u3059\u308b \uff0f \u8aad\u307f\u53d6\u308a\u3068\u9805\u76ee\u306e\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u52d5\u304b\u3057\u3001\u5165\u529b\u3055\u308c\u305f\u5b66\u6b74\u3068\u306e\u7167\u5408\u3001\u5e74\u6570\u306e\u6570\u3048\u4e0a\u3052\u3001\u4e0d\u8db3\u306e\u4e00\u89a7\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u307e\u3067\u51fa\u3059 \uff0f \u8ee2\u8a18\u3068\u8a18\u8f09\u306e\u78ba\u8a8d\u306e\u5168\u4f53\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef640\u5206\u304c25\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u6210\u7e3e\u306e\u8868\u3092\u5199\u3059\u624b\u9593\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u5165\u529b\u3068\u306e\u898b\u6bd4\u3079\u3068\u554f\u3044\u5408\u308f\u305b\u304c\u624b\u4f5c\u696d\u3067\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u306712\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\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\u554f\u3044\u304c\u5408\u308f\u306a\u3044\u56fd\u306e\u66f8\u5f0f\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u554f\u3044\u3092\u76f4\u3057\u3066\u304b\u3089\u7167\u5408\u3092\u8db3\u3059\u307b\u3046\u304c\u3001\u7a7a\u632f\u308a\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5352\u696d\u65e5\u306b\u767a\u884c\u65e5\u304c\u5165\u308b | \u5225\u306e\u554f\u3044\u306b\u3057\u3001\u540c\u3058\u65e5\u4ed8\u306a\u3089\u4eba\u3078 |\n| \u8a55\u4fa1\u306e\u5c3a\u5ea6\u3092\u63a8\u5b9a\u3059\u308b | \u51e1\u4f8b\u304c\u7121\u3051\u308c\u3070 `not_stated`\u3002\u51fa\u9858\u8005\u306b\u51e1\u4f8b\u3092\u4f9d\u983c |\n| \u898b\u8fbc\u307f\u306e\u8a3c\u660e\u66f8\u3092\u5352\u696d\u3068\u3057\u3066\u6271\u3046 | \u672c\u6587\u306e\u8a18\u8f09\u3067 `completion` \u3092\u53d6\u308a\u3001`expected` \u306f\u4eba\u3078 |\n| \u65c5\u5238\u306e\u5199\u3057\u304b\u3089\u6c0f\u540d\u3092\u53d6\u308b | \u65c5\u5238\u306e\u30da\u30fc\u30b8\u3092\u8aad\u307f\u53d6\u308a\u304b\u3089\u5916\u3059 |\n| \u8a55\u70b9\u3092\u63db\u7b97\u3057\u3066\u3057\u307e\u3046 | `grade_raw` \u3092\u6587\u5b57\u5217\u306e\u307e\u307e\u6301\u3064 |\n| \u82f1\u6587\u306e\u7121\u3044\u51fa\u9858\u3092\u8aad\u307e\u305b\u3088\u3046\u3068\u3059\u308b | Textract \u306f6\u8a00\u8a9e\u3060\u3051\u3002**\u539f\u8a9e\u3060\u3051\u306e\u8a3c\u660e\u66f8\u306f\u4eba\u304c\u898b\u308b** |\n| \u5e74\u6570\u306e\u4e0d\u8db3\u3092\u81ea\u52d5\u3067\u8fd4\u3059 | \u6e96\u5099\u6559\u80b2\u8ab2\u7a0b\u306a\u3069\u306e\u9053\u304c\u3042\u308b\u3002**\u8cac\u4efb\u8005\u3078\u56de\u3059** |\n| \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u5199\u771f\u3067\u51e1\u4f8b\u304c\u8aad\u3081\u306a\u3044 | \u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u3092\u5272\u308b\u3002\u30b9\u30ad\u30e3\u30f3\u3067\u306e\u51fa\u3057\u76f4\u3057\u3092\u4f9d\u983c |\n| \u540c\u3058\u30d5\u30a1\u30a4\u30eb\u3092\u4e8c\u5ea6\u8aad\u307e\u305b\u308b | ClientRequestToken \u3092\u4ed8\u3051\u308b |\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\u3001**AI\u304c\u7a7a\u6b04\u3092\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5024\u3067\u57cb\u3081\u308b**\u3068\u3053\u308d\u304b\u3089\u51fa\u3066\u3044\u307e\u3059\u3002\u7a7a\u6b04\u3092\u7a7a\u6b04\u306e\u307e\u307e\u4eba\u3078\u6e21\u305b\u308b\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u51fa\u9858\u8005\u306e\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u56fd\u7c4d\u3001\u5b66\u6b74\u3068\u6210\u7e3e\u3067\u3059\u3002**\u6210\u7e3e\u306f\u3001\u51fa\u9858\u8005\u306b\u3068\u3063\u3066\u9078\u8003\u306b\u76f4\u7d50\u3059\u308b\u500b\u4eba\u306e\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u5b66\u6b74\u3068\u6210\u7e3e\u306e\u78ba\u8a8d\u306b\u8981\u308b\u30da\u30fc\u30b8\u306b\u9650\u308b** \u2026 \u65c5\u5238\u306e\u5199\u3057\u3084\u5bb6\u65cf\u306e\u66f8\u985e\u304c\u540c\u3058PDF\u306b\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5225\u3067 `other` \u306b\u306a\u3063\u305f\u30da\u30fc\u30b8\u306f\u3001\u751f\u6210AI\u3078\u6e21\u3055\u306a\u3044**\u8a2d\u8a08\u306b\u3057\u307e\u3059\n2. **\u51fa\u9858\u8cc7\u683c\u3092\u5224\u5b9a\u3055\u305b\u306a\u3044** \u2026 \u5916\u56fd\u306e\u5b66\u6821\u6559\u80b2\u306e\u8ab2\u7a0b\u304c\u6b63\u898f\u304b\u3001\u4f55\u5e74\u76ee\u306b\u5f53\u305f\u308b\u304b\u306f\u5404\u56fd\u306e\u5927\u4f7f\u9928\u306b\u78ba\u8a8d\u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u78ba\u8a8d\u306b\u5165\u308b\u305f\u3081\u306e\u8a18\u8f09\u306e\u4e0d\u8db3\u307e\u3067\u3067\u3059**\n3. **\u554f\u3044\u5408\u308f\u305b\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u51fa\u9858\u8005\u306f\u7de0\u5207\u306e\u524d\u3067\u3001\u5c4a\u3044\u305f\u6587\u9762\u3092\u305d\u306e\u307e\u307e\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\u5408\u5426\u306b\u95a2\u308f\u308b\u3068\u8aad\u3081\u308b\u66f8\u304d\u65b9\u3092\u3001\u4eba\u304c\u898b\u3066\u6b62\u3081\u307e\u3059**\n4. **\u8a3c\u660e\u66f8\u306e\u771f\u6b63\u6027\u3092\u78ba\u304b\u3081\u305f\u3053\u3068\u306b\u3057\u306a\u3044** \u2026 \u8aad\u307f\u53d6\u308c\u305f\u3053\u3068\u306f\u3001\u672c\u7269\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u305b\u3093\u3002**\u771f\u6b63\u6027\u306e\u78ba\u8a8d\u306f\u3001\u767a\u884c\u5143\u3078\u306e\u7167\u4f1a\u306a\u3069\u5225\u306e\u624b\u7d9a\u304d\u3067\u884c\u3044\u307e\u3059**\n5. **\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u4fdd\u7ba1\u5148\u3068\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 Textract \u306e\u7d50\u679c\u306f\u65e2\u5b9a\u3067\u30b5\u30fc\u30d3\u30b9\u5074\u306b\u4fdd\u5b58\u3055\u308c\u3001\u51fa\u529b\u5148\u306e\u30d0\u30b1\u30c3\u30c8\u3068\u6697\u53f7\u5316\u306e\u9375\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002**\u5b66\u5185\u306e\u30d0\u30b1\u30c3\u30c8\u306b\u51fa\u3057\u3001\u9078\u8003\u304c\u7d42\u308f\u3063\u305f\u51fa\u9858\u306e\u4fdd\u7ba1\u671f\u9593\u3092\u6c7a\u3081\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8cc7\u683c\u306e\u3042\u308b\u51fa\u9858\u8005\u3092\u4e0d\u8db3\u3068\u3057\u3066\u6271\u3046\u3053\u3068\u3068\u3001\u4e0d\u8db3\u306e\u3042\u308b\u51fa\u9858\u3092\u901a\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u5e74\u6570\u306e\u4e0d\u8db3\u3092\u81ea\u52d5\u3067\u8fd4\u3055\u306a\u3044\u3053\u3068\u3067\u3001\u5f8c\u8005\u306f\u5352\u696d\u65e5\u3068\u5c3a\u5ea6\u3092\u539f\u672c\u3067\u898b\u308b\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u6d77\u5916\u304b\u3089\u76f4\u63a5\u51fa\u9858\u3059\u308b\u7559\u5b66\u751f\u3092\u3001\u5e74\u306b\u8907\u6570\u56de\u306e\u5165\u5b66\u6642\u671f\u3068\u968f\u6642\u306e\u9078\u8003\u3067\u53d7\u3051\u4ed8\u3051\u3066\u3044\u308b\u5927\u5b66\u30fb\u5c02\u9580\u5b66\u6821\u3002\u5352\u696d\u8a3c\u660e\u66f8\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u304c\u82f1\u6587\uff08\u307e\u305f\u306f\u82f1\u6587\u306e\u516c\u5f0f\u306a\u8a33\u6587\uff09\u306ePDF\u3067\u5c4a\u304d\u3001\u5165\u8a66\u306e\u62c5\u5f53\u8005\u304c\u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u3078\u5b66\u6b74\u3068\u6210\u7e3e\u3092\u624b\u3067\u5199\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u51fa\u9858\u8cc7\u683c\u306e\u78ba\u8a8d\u3067\u3001\u5b66\u6821\u6559\u80b2\u306e\u5e74\u6570\u3084\u5352\u696d\u65e5\u306e\u8a18\u8f09\u306e\u4e0d\u8db3\u306b\u7de0\u5207\u306e\u76f4\u524d\u3067\u6c17\u3065\u304f\u3053\u3068\u304c\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"\u8a3c\u660e\u66f8\u304c\u4e2d\u56fd\u8a9e\u30fb\u97d3\u56fd\u8a9e\u30fb\u30d9\u30c8\u30ca\u30e0\u8a9e\u306a\u3069\u306e\u539f\u8a9e\u306e\u307e\u307e\u5c4a\u304d\u3001\u82f1\u6587\u306e\u8a33\u6587\u304c\u4ed8\u304b\u306a\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u306a\u30696\u8a00\u8a9e\u3057\u304b\u8aad\u3081\u305a\u3001\u554f\u3044\u306b\u3088\u308b\u53d6\u308a\u51fa\u3057\u306f\u82f1\u8a9e\u3060\u3051\u3067\u3059\uff09\u3002\u7559\u5b66\u751f\u306e\u51fa\u9858\u304c\u5e74\u306b\u6570\u4ef6\u306e\u5834\u5408\u3002\u65e5\u672c\u8a9e\u5b66\u6821\u3092\u7d4c\u7531\u3057\u305f\u51fa\u9858\u304c\u4e2d\u5fc3\u3067\u3001\u65e5\u672c\u8a9e\u306e\u66f8\u985e\u304c\u5927\u534a\u306e\u5834\u5408\u3002\u306a\u304a\u3001\u51fa\u9858\u8cc7\u683c\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u3068\u3001\u8a3c\u660e\u66f8\u304c\u771f\u6b63\u304b\u3069\u3046\u304b\u306e\u78ba\u8a8d\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u51fa\u9858\u30b7\u30b9\u30c6\u30e0\u306e\u5b66\u6b74\u306e\u6b04\u3092\u898b\u76f4\u3059**\n\n\u51fa\u9858\u8005\u304c\u5165\u529b\u3059\u308b\u5b66\u6b74\u304c\u3001**\u5b66\u6821\u540d\u3068\u5165\u5b66\u30fb\u5352\u696d\u306e\u5e74\u6708\u307e\u3067\u5165\u308b\u5f62**\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u306a\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u6b21\u306e\u52df\u96c6\u304b\u3089\u6b04\u3092\u76f4\u3057\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a10\u4ef6\u3067\u8a66\u3059**\n\n\u7b2c8\u7ae0\u306e\u3068\u304a\u308a\u3001\u524d\u306e\u5165\u5b66\u6642\u671f\u306e10\u4ef6\u3067\u5b66\u6b74\u306e\u9805\u76ee\u3092\u66f8\u304d\u51fa\u3055\u305b\u307e\u3059\u3002**\u5352\u696d\u65e5\u306b\u767a\u884c\u65e5\u3092\u5165\u308c\u306a\u3044\u304b\u3001\u5c3a\u5ea6\u3092\u63a8\u5b9a\u3057\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u4e0d\u8db3\u3068\u3059\u308b\u6761\u4ef6\u3092\u6c7a\u3081\u308b**\n\n\u898b\u8fbc\u307f\u306e\u8a3c\u660e\u66f8\u3092\u3069\u306e\u9078\u8003\u3067\u53d7\u3051\u4ed8\u3051\u308b\u304b\u3001\u5e74\u6570\u304c12\u5e74\u306b\u6e80\u305f\u306a\u3044\u51fa\u9858\u3092\u8ab0\u304c\u898b\u308b\u304b\u3092\u3001**\u5165\u8a66\u306e\u8cac\u4efb\u8005\u3068\u6c7a\u3081\u307e\u3059\u3002** \u3053\u3053\u304c\u6c7a\u307e\u3089\u306a\u3044\u3068\u3001\u4e00\u89a7\u306f\u51fa\u3066\u3082\u4f7f\u308f\u308c\u307e\u305b\u3093\u3002\n\n**4\u9031\u76ee\uff1a\u4fdd\u5b58\u304b\u3089\u8aad\u307f\u53d6\u308a\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b Textract \u3092\u547c\u3073\u3001\u5b66\u6b74\u3068\u6210\u7e3e\u306e\u9805\u76ee\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u7167\u5408\u3092\u4f5c\u3089\u305a\u3001\u4e00\u89a7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5165\u529b\u3055\u308c\u305f\u5b66\u6b74\u3068\u306e\u7167\u5408\u3068\u5e74\u6570\u306e\u6570\u3048\u4e0a\u3052\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u554f\u3044\u5408\u308f\u305b\u306e\u4e0b\u66f8\u304d\u3068\u6bce\u671d\u306e\u4e00\u89a7\u3092\u8db3\u3057\u30011\u4ef640\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u8a3c\u660e\u66f8\u304c\u5c4a\u3044\u305f\u305d\u306e\u65e5\u306b\u3001\u4f55\u304c\u8db3\u308a\u306a\u3044\u304b\u3092\u51fa\u9858\u8005\u3078\u4f1d\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0052","UC-0084","UC-0463","UC-0296"],"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| \u5916\u56fd\u306b\u304a\u3044\u3066\u5b66\u6821\u6559\u80b2\u306b\u304a\u3051\u308b12\u5e74\u306e\u8ab2\u7a0b\u3092\u4fee\u4e86\u3057\u305f\u8005\u306b\u5927\u5b66\u306e\u5165\u5b66\u8cc7\u683c\u304c\u8a8d\u3081\u3089\u308c\u308b\u3053\u3068\u300212\u5e74\u306f\u6b63\u898f\u306e\u5b66\u6821\u6559\u80b2\u306b\u304a\u3051\u308b12\u5e74\u76ee\u306e\u8ab2\u7a0b\u306e\u4fee\u4e86\u3092\u610f\u5473\u3057\u3001\u6b63\u898f\u306e\u8ab2\u7a0b\u304b\u4f55\u5e74\u76ee\u304b\u306f\u5404\u56fd\u306e\u5927\u4f7f\u9928\u306b\u78ba\u8a8d\u304c\u5fc5\u8981\u306a\u3053\u3068\u300212\u5e74\u306b\u6e80\u305f\u306a\u3044\u5834\u5408\u306f\u6307\u5b9a\u3055\u308c\u305f\u6e96\u5099\u6559\u80b2\u8ab2\u7a0b\u306a\u3069\u306e\u4fee\u4e86\u304c\u8981\u308b\u3053\u3068\u3002\u5927\u5b66\u304c\u500b\u5225\u306e\u5165\u5b66\u8cc7\u683c\u5be9\u67fb\u3092\u884c\u3048\u308b\u3053\u3068 | [\u6587\u90e8\u79d1\u5b66\u7701: \u5927\u5b66\u5165\u5b66\u8cc7\u683c\u306b\u3064\u3044\u3066](https:\/\/www.mext.go.jp\/a_menu\/koutou\/shikaku\/07111314.htm) | 2026-10-06 |\n| \u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u306e6\u3064\u3067\u3001\u554f\u3044\u306b\u3088\u308b\u53d6\u308a\u51fa\u3057\u306f\u82f1\u8a9e\u3060\u3051\u3001\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u3060\u3051\u3001\u7e26\u66f8\u304d\u975e\u5bfe\u5fdc\u3067\u3042\u308b\u3053\u3068\u3002JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u306b\u5bfe\u5fdc\u3057 XFA\u5f62\u5f0f\u306f\u975e\u5bfe\u5fdc\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304dPDF\u306f\u4e0d\u53ef\u3002\u975e\u540c\u671f\u3067PDF\u30fbTIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3002\u554f\u3044\u306f\u975e\u540c\u671f\u30671\u30da\u30fc\u30b830\u30fb\u540c\u671f\u306715\u307e\u3067\u3002\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\uff08150dpi\u30678\u30dd\u30a4\u30f3\u30c8\uff09 | [AWS: Set Quotas 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StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-06 |\n| LAYOUT \u304c\u984c\u540d\u30fb\u7bc0\u306e\u898b\u51fa\u3057\u30fb\u672c\u6587\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u306a\u3069\u3092\u8981\u7d20\u3068\u3057\u3066\u8fd4\u3057\u3001\u8aad\u3080\u9806\uff08\u5de6\u304b\u3089\u53f3\u3001\u4e0a\u304b\u3089\u4e0b\uff09\u306b\u4e26\u3076\u3053\u3068 | [AWS: Layout Response Objects](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/layoutresponse.html) | 2026-10-06 |\n| \u8868\u304c `CELL`\uff08`RowIndex`\u30fb`ColumnIndex`\uff09\u3067\u8fd4\u308a\u3001\u5217\u306e\u898b\u51fa\u3057\u306b `COLUMN_HEADER`\u3001\u8868\u306e\u4e0b\u306e\u6ce8\u8a18\u306b `TABLE_FOOTER` \u304c\u4ed8\u304f\u3053\u3068 | [AWS: Tables](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-tables.html) | 2026-10-06 |\n| \u554f\u3044\u3078\u306e\u7b54\u3048\u304c\u5225\u540d\u3068\u4fe1\u983c\u5ea6\u3064\u304d\u3067 `QUERY_RESULT` \u3068\u3057\u3066\u8fd4\u308a\u3001\u7b54\u3048\u304c\u306a\u3044\u3068\u304d\u306f\u7a7a\u306b\u306a\u308b\u3053\u3068 | [AWS: Queries](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-06 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306eJSON\u3092\u4fdd\u8a3c\u3057\u3001\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u304c\u5fc5\u8981\u3067\u3001\u6570\u5024\u306e\u7bc4\u56f2\u3068\u6587\u5b57\u5217\u306e\u9577\u3055\u306e\u5236\u7d04\u304c\u4f7f\u3048\u306a\u3044\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-06 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