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PDF\u3002\u9001\u308a\u5143\u306e\u5354\u529b\u4f1a\u793e\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u30ad\u30fc\u3068\u5024\u3001\u7bc4\u56f2\u306e\u8868\u306e\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u7f72\u540d\u306e\u4f4d\u7f6e**\u3001\u5024\u3054\u3068\u306e\u4fe1\u983c\u5ea6 | AWS Textract |\n| \u5354\u529b\u4f1a\u793e\u306e\u540d\u7c3f | \u4f5c\u696d\u8005\u306eID\u3001\u6c0f\u540d\uff08\u7db4\u308a\u306e\u5225\u8868\u8a18\u3092\u542b\u3080\uff09\u3001\u751f\u5e74\u6708\u65e5\u3001\u6240\u5c5e\u3001\u8077\u7a2e | \u5354\u529b\u4f1a\u793e\u304b\u3089\u53d7\u3051\u53d6\u308b\u540d\u7c3f |\n| \u6709\u52b9\u306e\u898f\u5247 | \u8cc7\u683c\u306e\u7a2e\u985e\u3054\u3068\u306e\u6709\u52b9\u671f\u9593\u3001**\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u9593\u9694**\u3001\u66f4\u65b0\u306e\u6761\u4ef6 | \u54c1\u8cea\u4fdd\u8a3c\u90e8\u3067\u7528\u610f\u3059\u308b\u8868 |\n| \u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42 | \u624b\u9806\u66f8\u306e\u756a\u53f7\u3054\u3068\u306e\u6eb6\u63a5\u306e\u65b9\u6cd5\u3001\u59ff\u52e2\u3001\u6750\u6599\u3001\u677f\u539a\u30fb\u7ba1\u306e\u5f84\u306e\u7bc4\u56f2 | \u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u4e00\u89a7 |\n| \u914d\u7f6e\u306e\u4e88\u5b9a\u8868 | \u4f5c\u696d\u8005\u306eID\u3001\u5de5\u7a0b\u3001\u4f7f\u3046\u624b\u9806\u66f8\u306e\u756a\u53f7\u3001\u671f\u9593 | \u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8 |\n| \u7565\u53f7\u306e\u5bfe\u5fdc\u8868 | \u898f\u683c\u3054\u3068\u306e\u6eb6\u63a5\u306e\u65b9\u6cd5\u30fb\u59ff\u52e2\u306e\u7565\u53f7\u3068\u3001\u793e\u5185\u306e\u533a\u5206 | \u54c1\u8cea\u4fdd\u8a3c\u90e8\u3067\u7528\u610f\u3059\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u6709\u52b9\u306e\u898f\u5247\u3068\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u3067\u3059\u3002** \u6709\u52b9\u306e\u898f\u5247\u304c\u300c2\u5e74\u300d\u3060\u3051\u3067\u306f\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u6f0f\u308c\u3092\u62fe\u3048\u307e\u305b\u3093\u3002**\u624b\u9806\u66f8\u306e\u8981\u6c42\u304c\u6587\u7ae0\u306e\u307e\u307e\u3067\u306f\u3001\u7bc4\u56f2\u3068\u7167\u3089\u305b\u307e\u305b\u3093\u3002** \u3069\u3061\u3089\u3082\u3001\u7167\u5408\u306b\u4f7f\u3048\u308b\u5217\u306b\u8d77\u3053\u3057\u3066\u304a\u304d\u307e\u3059\u3002","data_source":"**\u8aad\u307f\u53d6\u308a\u306f\u3001Lambda \u304b\u3089 StartDocumentAnalysis \u3092\u547c\u3093\u3067\u59cb\u3081\u307e\u3059\u3002** \u6587\u66f8\u306fS3\u306e\u5834\u6240\u3067\u6307\u5b9a\u3057\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u5148\u306bSNS\u306e\u30c8\u30d4\u30c3\u30af\u3092\u6e21\u3057\u307e\u3059\u3002**`ClientRequestToken` \u306b\u53d7\u4ed8\u306e\u30d5\u30a1\u30a4\u30eb\u3054\u3068\u306e\u5024\u3092\u5165\u308c\u3001\u540c\u3058\u8a3c\u660e\u66f8\u306e\u51e6\u7406\u304c\u4e8c\u91cd\u306b\u59cb\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u306e\u3067\u3001\u5b8c\u4e86\u3092\u53d7\u3051\u305f\u3089\u3059\u3050\u306b `GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u3001\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u3078\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\n\n**\u8cea\u554f\u306f `QueriesConfig` \u306b\u4e26\u3079\u3001\u8868\u306e\u5916\u306b\u3042\u308b\u9805\u76ee\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u8cea\u554f\u306e\u6587\uff08`Text`\uff09 | `Alias` | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| What is the welder name? | `NAME` | \u540d\u7c3f\u3068\u306e\u7167\u5408 |\n| What is the welder ID or stamp number? | `WELDER_ID` | **\u540d\u7c3f\u3092\u5f15\u304f\u7b2c\u4e00\u306e\u624b\u304c\u304b\u308a** |\n| What is the qualification standard? | `STANDARD` | \u6709\u52b9\u306e\u898f\u5247\u306e\u9078\u629e |\n| What is the date of test? | `TEST_DATE` | \u6709\u52b9\u671f\u9593\u306e\u8d77\u70b9 |\n| What is the expiry date? | `EXPIRY_DATE` | \u671f\u9650\u306e\u7167\u5408 |\n| Who is the examiner or certifying body? | `EXAMINER` | \u767a\u884c\u6a5f\u95a2\u306e\u78ba\u8a8d |\n\n**\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u6709\u52b9\u671f\u9650\u3092\u66f8\u304b\u306a\u3044\u66f8\u5f0f\u3082\u3042\u308a\u3001**\u7a7a\u306a\u3089\u6709\u52b9\u306e\u898f\u5247\u3068\u8a66\u9a13\u65e5\u304b\u3089\u898f\u5247\u306e\u5074\u3067\u671f\u9650\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002** \u7a7a\u3092\u300c\u671f\u9650\u306a\u3057\u300d\u3068\u8aad\u307e\u306a\u3044\u3053\u3068\u304c\u5927\u4e8b\u3067\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8cea\u554f\u3078\u306e\u7b54\u3048 | `QUERY` \u3068 `QUERY_RESULT` | \u6c0f\u540d\u30fbID\u30fb\u898f\u683c\u30fb\u8a66\u9a13\u65e5\u30fb\u671f\u9650 |\n| \u7bc4\u56f2\u306e\u8868 | `TABLE` \u3068 `CELL` | \u8a66\u9a13\u306e\u6761\u4ef6\u306e\u5217\u3068\u3001\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217 |\n| \u30ad\u30fc\u3068\u5024\u306e\u7d44 | `KEY_VALUE_SET` | \u8cea\u554f\u3092\u4f7f\u3048\u306a\u3044\u8a00\u8a9e\u306e\u66f8\u5f0f\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u6b04 |\n| \u7f72\u540d | `SIGNATURE` \u306e\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6 | \u767a\u884c\u6a5f\u95a2\u3068\u78ba\u8a8d\u8005\u306e\u7f72\u540d\u306e\u6709\u7121 |\n| \u5168\u6587 | `LINE` \u3068 `WORD` | \u5099\u8003\u306e\u5236\u9650\u4e8b\u9805 |\n\n**\u7bc4\u56f2\u306e\u8868\u306f\u3001\u8a66\u9a13\u306e\u6761\u4ef6\u306e\u5217\u3068\u3001\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217\u304c\u4e26\u3093\u3067\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002** \u3069\u3061\u3089\u306e\u5217\u304b\u306f\u5217\u898b\u51fa\u3057\u3067\u5206\u3051\u307e\u3059\u3002**\u7167\u5408\u306b\u4f7f\u3046\u306e\u306f\u3001\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217\u3060\u3051\u3067\u3059\u3002**","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6271\u3048\u308b\u306e\u306fJPEG\u3001PNG\u3001PDF\u3001TIFF\u3067\u3059\u3002**XFA\u5f62\u5f0f\u306ePDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093**\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\n3. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u8aad\u307f\u53d6\u308c\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\uff08150dpi\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u3002**\u73fe\u5834\u3067\u64ae\u3063\u305f\u8a3c\u660e\u66f8\u306e\u5199\u771f\u306f\u3001\u3053\u306e\u4e0b\u9650\u3092\u4e0b\u56de\u308a\u304c\u3061\u3067\u3059**\n4. **\u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5225** \u2026 1\u30da\u30fc\u30b8\u76ee\u306e\u984c\u3067\u3001\u8cc7\u683c\u8a3c\u660e\u66f8\u30fb\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\u30fb\u66f4\u65b0\u306e\u8a3c\u660e\u66f8\u3092\u5206\u3051\u307e\u3059\n5. **\u8a00\u8a9e\u306e\u5207\u308a\u66ff\u3048** \u2026 \u82f1\u8a9e\u306e\u90e8\u5206\u304c\u3042\u308b\u66f8\u5f0f\u306f `QUERIES` \u3092\u5165\u308c\u3001\u7121\u3044\u3082\u306e\u306f\u5916\u3057\u307e\u3059\n6. **\u65e5\u4ed8\u306e\u6b63\u898f\u5316** \u2026 \u767a\u884c\u6a5f\u95a2\u3054\u3068\u306e\u66f8\u304d\u65b9\u3067\u3001\u300c03\/04\/2026\u300d\u3092\u81ea\u793e\u306e\u5f62\u306b\u76f4\u3057\u307e\u3059\u3002**\u5143\u306e\u6587\u5b57\u5217\u306f\u6b8b\u3057\u307e\u3059**\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u4f5c\u696d\u8005\u30fb\u540c\u3058\u898f\u683c\u30fb\u540c\u3058\u8a66\u9a13\u65e5\u306e\u3082\u306e\u304c\u65e2\u306b\u3042\u308c\u3070\u3001\u518d\u9001\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u306fAI\u306b\u4efb\u305b\u307e\u305b\u3093\u3002** \u7c73\u56fd\u306e\u767a\u884c\u6a5f\u95a2\u306f\u6708\u30fb\u65e5\u30fb\u5e74\u3001\u6b27\u5dde\u3084\u30a2\u30b8\u30a2\u306e\u767a\u884c\u6a5f\u95a2\u306f\u65e5\u30fb\u6708\u30fb\u5e74\u3067\u66f8\u304f\u3053\u3068\u304c\u591a\u304f\u3001**\u751f\u6210AI\u306b\u8aad\u307e\u305b\u308b\u3068\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u671f\u9650\u304c\u6570\u304b\u6708\u305a\u308c\u307e\u3059\u3002** \u767a\u884c\u6a5f\u95a2\u3054\u3068\u306e\u66f8\u304d\u65b9\u306e\u8868\u3067\u6c7a\u3081\u6253\u3061\u3057\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u53f0\u5e33\u306e\u5f62\u306b\u305d\u308d\u3048\u3001\u7bc4\u56f2\u306e\u8868\u3092\u300c\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u300d\u306e\u884c\u306b\u6574\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u66f8\u304d\u51fa\u3059\u5185\u5bb9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u66f8\u985e\u306e\u7a2e\u985e | \u8cc7\u683c\u8a3c\u660e\u66f8\uff0f\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\uff0f\u66f4\u65b0\u306e\u8a3c\u660e\u66f8\uff0f\u305d\u306e\u4ed6 | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `other` |\n| \u4f5c\u696d\u8005 | \u6c0f\u540d\u3001ID\u3001\u6240\u5c5e\u306e\u8a18\u8f09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u8cc7\u683c | \u898f\u683c\u3001\u8077\u7a2e\uff08\u6eb6\u63a5\u58eb\uff0f\u691c\u67fb\u54e1\uff09\u3001\u691c\u67fb\u306e\u65b9\u6cd5\u3068\u30ec\u30d9\u30eb | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2 | \u6eb6\u63a5\u306e\u65b9\u6cd5\u3001\u59ff\u52e2\u3001\u6750\u6599\u3001\u677f\u539a\u30fb\u7ba1\u306e\u5f84\u306e\u7bc4\u56f2\u3092**\u7565\u53f7\u3068\u6570\u5b57\u306e\u539f\u6587\u3067** | \u8a66\u9a13\u306e\u6761\u4ef6\u3068\u533a\u5225\u3067\u304d\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u65e5\u4ed8 | \u8a66\u9a13\u65e5\u3001\u6709\u52b9\u671f\u9650\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u65e5\u4ed8\u306e\u539f\u6587 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u5236\u9650\u4e8b\u9805 | \u5099\u8003\u306e\u5236\u9650\u306e\u539f\u6587 | \u7121\u3051\u308c\u3070\u7a7a |\n\n**\u7bc4\u56f2\u3092\u300c\u539f\u6587\u3067\u300d\u66f8\u304d\u51fa\u3055\u305b\u308b\u306e\u306f\u3001\u7565\u53f7\u306e\u8aad\u307f\u66ff\u3048\u3092\u898f\u5247\u306e\u5074\u306b\u7f6e\u304f\u305f\u3081\u3067\u3059\u3002** \u59ff\u52e2\u306e\u7565\u53f7\u3084\u6750\u6599\u306e\u533a\u5206\u306f\u898f\u683c\u3054\u3068\u306b\u610f\u5473\u304c\u9055\u3044\u3001**\u751f\u6210AI\u306b\u793e\u5185\u306e\u533a\u5206\u3078\u8aad\u307f\u66ff\u3048\u3055\u305b\u308b\u3068\u3001\u898f\u683c\u306e\u9055\u3044\u3092\u306a\u3089\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u8aad\u307f\u66ff\u3048\u306f\u7565\u53f7\u306e\u5bfe\u5fdc\u8868\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8cc7\u683c\u304c\u6709\u52b9\u304b\u306e\u5224\u65ad | \u6709\u52b9\u306e\u898f\u5247\u3067\u898f\u5247\u304c\u7167\u3089\u3059 |\n| \u305d\u306e\u4f5c\u696d\u306b\u8db3\u308a\u308b\u304b\u306e\u5224\u65ad | \u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u3067\u898f\u5247\u304c\u7167\u3089\u3059 |\n| \u8a66\u9a13\u306e\u6761\u4ef6\u304b\u3089\u7bc4\u56f2\u3092\u63a8\u3057\u91cf\u308b | \u7bc4\u56f2\u306f\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u305f\u5217\u3060\u3051\u3092\u4f7f\u3046 |\n| \u671f\u9650\u306e\u8a08\u7b97 | \u898f\u5247\u3067\u884c\u3046 |\n| \u540d\u7c3f\u306e\u5225\u4eba\u3068\u306e\u7167\u5408 | \u898f\u5247\u3067\u7167\u3089\u3057\u3001\u5f53\u305f\u3089\u306a\u3051\u308c\u3070\u4eba |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217\u304c\u8aad\u3081\u306a\u3044\u3068\u3001AI\u306f\u8a66\u9a13\u306e\u6761\u4ef6\uff08\u8a66\u9a13\u3067\u6eb6\u63a5\u3057\u305f\u677f\u539a\u306a\u3069\uff09\u3092\u7bc4\u56f2\u3068\u3057\u3066\u8fd4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8a66\u9a13\u306e\u6761\u4ef6\u3068\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306f\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u533a\u5225\u3067\u304d\u306a\u3051\u308c\u3070 `ambiguous` \u3067\u4eba\u306b\u56de\u3057\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5727\u529b\u5bb9\u5668\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u6eb6\u63a5\u7ba1\u7406\u306e\u62c5\u5f53\u3067\u3001\u6d77\u5916\u306e\u5354\u529b\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\u3092\u3001\u4f5c\u696d\u8005\u306e\u8cc7\u683c\u53f0\u5e33\u306e\u5f62\u306b\u305d\u308d\u3048\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f\u3001OCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\uff09\u3067\u3059\u3002\n\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u51fa\u3059\u3053\u3068\u3011\n1. document_type: qualification_certificate \/ continuity_record \/\n renewal_certificate \/ other\n2. person: name, worker_id, employer\n3. qualification: standard, role\uff08welder \/ inspector\uff09, method_or_process, level\n4. qualified_range: \u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217\u3060\u3051\u3092\u3001\u7565\u53f7\u3068\u6570\u5b57\u306e\u539f\u6587\u306e\u307e\u307e\n \uff08process, position, material, thickness_range, diameter_range\uff09\n5. dates: test_date, expiry_date, continuity_dates\uff08\u539f\u6587\u306e\u307e\u307e\uff09\n6. limitations: \u5099\u8003\u306e\u5236\u9650\u306e\u539f\u6587\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u30fbID\u30fb\u7565\u53f7\u30fb\u6570\u5b57\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n \u66f8\u304d\u65b9\u3092\u76f4\u3057\u305f\u308a\u3001\u793e\u5185\u306e\u533a\u5206\u306b\u8aad\u307f\u66ff\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7bc4\u56f2\u306f\u300c\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u300d\u306e\u5217\u304b\u3089\u3060\u3051\u53d6\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n \u8a66\u9a13\u306e\u6761\u4ef6\u306e\u5217\u306e\u5024\u3092\u7bc4\u56f2\u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u3069\u3061\u3089\u306e\u5217\u304b\u533a\u5225\u3067\u304d\u306a\u3051\u308c\u3070 ambiguous \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6709\u52b9\u671f\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d\u3068\u3057\u3001\u8a66\u9a13\u65e5\u304b\u3089\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8cc7\u683c\u304c\u6709\u52b9\u304b\u3001\u305d\u306e\u4f5c\u696d\u306b\u8db3\u308a\u308b\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7f72\u540d\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff08\u5225\u306e\u4ed5\u7d44\u307f\u3067\u78ba\u304b\u3081\u307e\u3059\uff09\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_result}\n```\n\n**\u300c\u8a66\u9a13\u65e5\u304b\u3089\u8a08\u7b97\u3057\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001AI\u306f\u6709\u52b9\u671f\u9650\u3092\u57cb\u3081\u307e\u3059\u3002** \u898f\u683c\u306b\u3088\u3063\u3066\u6709\u52b9\u671f\u9593\u304c\u9055\u3046\u306e\u306b\u3001**\u3088\u304f\u898b\u308b\u671f\u9593\u3067\u8a08\u7b97\u3057\u305f\u65e5\u4ed8\u3092\u8fd4\u3057\u307e\u3059\u3002** \u671f\u9650\u306e\u8a08\u7b97\u306f\u6709\u52b9\u306e\u898f\u5247\u306e\u8868\u3067\u884c\u3044\u307e\u3059\u3002\n\n**\u300c\u7f72\u540d\u306f\u66f8\u304b\u306a\u3044\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u7f72\u540d\u306e\u6709\u7121\u3092 Textract \u306e\u691c\u51fa\u7d50\u679c\u3067\u898b\u308b\u305f\u3081\u3067\u3059\u3002** \u751f\u6210AI\u306b\u805e\u304f\u3068\u3001\u7f72\u540d\u306e\u6b04\u306e\u5370\u5b57\u306e\u6587\u5b57\uff08\u300cSignature\u300d\u306a\u3069\uff09\u3092\u6839\u62e0\u306b\u300c\u7f72\u540d\u3042\u308a\u300d\u3068\u8fd4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `type: \"json_schema\"` \u3068JSON\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\uff09\u3092\u4f7f\u3046\u3068\u3001**\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u8fd4\u308a\u3001\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u307e\u305b\u3093\u3002**\n\n```json\n{\n \"document_type\": \"qualification_certificate\",\n \"person\": { \"name\": \"\", \"worker_id\": \"\", \"employer\": \"\" },\n \"qualification\": { \"standard\": \"\", \"role\": \"welder\",\n \"method_or_process\": \"\", \"level\": \"\" },\n \"qualified_range\": { \"process\": \"\", \"position\": \"\", \"material\": \"\",\n \"thickness_range\": \"\", \"diameter_range\": \"\",\n \"status\": \"ok | ambiguous\" },\n \"dates\": { \"test_date\": \"\", \"expiry_date\": \"\", \"continuity_dates\": [] },\n \"limitations\": \"\",\n \"evidence\": []\n}\n```\n\n**\u3053\u306e\u5f8c\u306b\u3001Python \u304c\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n| \u78ba\u304b\u3081\u308b\u3053\u3068 | \u898f\u5247 | \u7d50\u679c |\n|:--|:--|:--|\n| \u4f5c\u696d\u8005 | ID\u3067\u540d\u7c3f\u3092\u5f15\u3051\u308b\u304b\u3001\u6c0f\u540d\u304c\u5225\u8868\u8a18\u3092\u542b\u3081\u3066\u5f53\u305f\u308b\u304b | \u5f53\u305f\u3089\u306a\u3051\u308c\u3070 `needs_human` |\n| \u7f72\u540d | \u767a\u884c\u6a5f\u95a2\u30fb\u78ba\u8a8d\u8005\u306e\u6b04\u306b `SIGNATURE` \u304c\u691c\u51fa\u3055\u308c\u305f\u304b | \u7121\u3051\u308c\u3070 `unsigned` |\n| \u6709\u52b9\u671f\u9650 | \u671f\u9650\uff08\u7121\u3051\u308c\u3070\u8a66\u9a13\u65e5\u3068\u6709\u52b9\u306e\u898f\u5247\u304b\u3089\u8a08\u7b97\uff09\u304c\u4eca\u65e5\u3088\u308a\u5f8c\u304b | \u5207\u308c\u3066\u3044\u308c\u3070 `expired`\u300160\u65e5\u4ee5\u5185\u306a\u3089 `expiring` |\n| \u7d99\u7d9a\u306e\u78ba\u8a8d | \u6700\u5f8c\u306e\u78ba\u8a8d\u65e5\u304b\u3089\u3001\u898f\u5247\u306e\u9593\u9694\u3092\u904e\u304e\u3066\u3044\u306a\u3044\u304b | 30\u65e5\u4ee5\u5185\u306b\u904e\u304e\u308b\u306a\u3089 `continuity_due`\u3001\u904e\u304e\u3066\u3044\u308c\u3070 `expired` |\n| \u7bc4\u56f2 | \u914d\u7f6e\u306e\u4e88\u5b9a\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u304c\u3001\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306b\u53ce\u307e\u308b\u304b | \u5916\u306a\u3089 `out_of_range` \u3068\u5916\u308c\u305f\u9805\u76ee |\n| \u7bc4\u56f2\u306e\u8aad\u307f\u53d6\u308a | `qualified_range.status` | `ambiguous` \u306a\u3089 `needs_human` |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u671f\u9650\u3068\u7d99\u7d9a\u306e\u78ba\u8a8d\u3092\u5225\u306e\u884c\u3067\u7167\u3089\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306e\u671f\u9650\u304c\u307e\u3060\u5148\u3067\u3082\u3001**\u7d99\u7d9a\u306e\u78ba\u8a8d\u304c\u9014\u5207\u308c\u3066\u3044\u308c\u3070\u6709\u52b9\u3067\u306f\u306a\u3044**\u3001\u3068\u3044\u3046\u898f\u683c\u306e\u4ed5\u7d44\u307f\u3092\u3001\u898f\u5247\u306e\u5074\u3067\u305d\u306e\u307e\u307e\u8868\u305b\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`out_of_range` \u3092\u300c\u5916\u308c\u305f\u9805\u76ee\u300d\u4ed8\u304d\u3067\u51fa\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u300c\u59ff\u52e2\u306f\u7bc4\u56f2\u5185\u3001\u677f\u539a\u304c\u7bc4\u56f2\u5916\u300d\u306e\u3088\u3046\u306b\u51fa\u308b\u306e\u3067\u3001**\u914d\u7f6e\u3092\u898b\u76f4\u3059\u5074\u304c\u3001\u5225\u306e\u4f5c\u696d\u8005\u3092\u63a2\u3059\u304b\u3001\u4f5c\u696d\u3092\u5206\u3051\u308b\u304b\u3092\u6c7a\u3081\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | \u8a3c\u660e\u66f8\u306e\u53d7\u3051\u53d6\u308a |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u6574\u5f62\u3068\u3001\u5354\u529b\u4f1a\u793e\u3078\u306e\u9023\u7d61\u6587\u306e\u4e0b\u66f8\u304d |\n| \u540d\u7c3f\u30fb\u6709\u52b9\u306e\u898f\u5247\u30fb\u624b\u9806\u66f8\u306e\u8981\u6c42 | \u8aad\u307f\u53d6\u308a | \u7167\u5408\u306e\u6750\u6599 |\n| \u914d\u7f6e\u306e\u4e88\u5b9a\u8868 | \u6bce\u9031\u306e\u8aad\u307f\u53d6\u308a | \u7bc4\u56f2\u306e\u7167\u5408 |\n| \u8cc7\u683c\u53f0\u5e33 | \u78ba\u5b9a\u3057\u305f\u3082\u306e\u306e\u66f8\u304d\u8fbc\u307f | **\u62c5\u5f53\u8005\u304c\u78ba\u5b9a\u3057\u305f\u3082\u306e\u3060\u3051** |\n\n**\u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u7bc4\u56f2\u5916\u306e\u914d\u7f6e\u3092\u898b\u76f4\u3059\u306e\u306f\u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u3067\u3001**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u3069\u306e\u4f5c\u696d\u8005\u306e\u3069\u306e\u9805\u76ee\u304c\u7bc4\u56f2\u3092\u5916\u308c\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u4e8b\u5b9f\u307e\u3067\u3067\u3059\u3002**","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `valid` \u4ee5\u5916\u306e\u4f5c\u696d\u8005\u3067\u3059\u3002**\n\n1. **`out_of_range` \u3068 `expired` \u3092\u6700\u512a\u5148\u3067\u898b\u308b** \u2026 \u305d\u306e\u4f5c\u696d\u8005\u304c\u4eca\u9031\u305d\u306e\u4f5c\u696d\u306b\u5165\u308b\u4e88\u5b9a\u304b\u3092\u78ba\u304b\u3081\u3001\u5165\u308b\u306a\u3089\u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u306b\u914d\u7f6e\u306e\u898b\u76f4\u3057\u3092\u983c\u307f\u307e\u3059\n2. **`unsigned` \u3092\u898b\u308b** \u2026 \u7f72\u540d\u306e\u6b04\u304c\u7a7a\u306a\u3089\u3001\u7f72\u540d\u306e\u3042\u308b\u8a3c\u660e\u66f8\u3092\u5354\u529b\u4f1a\u793e\u306b\u6c42\u3081\u307e\u3059\n3. **`continuity_due` \u3092\u898b\u308b** \u2026 \u5354\u529b\u4f1a\u793e\u306b\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\u3092\u6c42\u3081\u307e\u3059\n4. **`needs_human` \u3092\u898b\u308b** \u2026 \u7bc4\u56f2\u306e\u8aad\u307f\u53d6\u308a\u304c `ambiguous` \u306a\u3082\u306e\u306f\u3001\u8a3c\u660e\u66f8\u306e\u8868\u3092\u76ee\u3067\u898b\u3066\u7bc4\u56f2\u3092\u78ba\u5b9a\u3057\u307e\u3059\n5. **`expiring` \u306f\u9023\u7d61\u6587\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3066\u9001\u308b**\n\n**1\u756a\u76ee\u3067\u4e88\u5b9a\u3092\u5148\u306b\u78ba\u304b\u3081\u308b\u306e\u306f\u3001\u7bc4\u56f2\u5916\u306e\u4f5c\u696d\u8005\u3092\u5168\u54e1\u6b62\u3081\u308b\u5fc5\u8981\u306f\u7121\u3044\u304b\u3089\u3067\u3059\u3002** \u7bc4\u56f2\u5916\u306b\u306a\u308b\u306e\u306f\u3001\u305d\u306e\u4f5c\u696d\u306b\u914d\u7f6e\u3057\u305f\u3068\u304d\u3060\u3051\u3067\u3059\u3002**\u4e88\u5b9a\u304c\u7121\u3051\u308c\u3070\u3001\u53f0\u5e33\u306b\u5370\u3092\u4ed8\u3051\u3066\u304a\u304f\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001200\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** `valid` \u306f\u6570\u5206\u3001\u7bc4\u56f2\u306e\u8aad\u307f\u53d6\u308a\u3092\u76ee\u3067\u78ba\u304b\u3081\u308b\u3082\u306e\u306f15\u5206\u4ee5\u4e0a\u304b\u304b\u308b\u60f3\u5b9a\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| \u73fe\u5834\u3067\u64ae\u3063\u305f\u5199\u771f\u3067\u6587\u5b57\u304c\u5c0f\u3055\u3044 | \u6587\u5b57\u306e\u9ad8\u3055\u304c\u4e0b\u9650\u3092\u4e0b\u56de\u308b\u3002**\u5143\u306ePDF\u3092\u6c42\u3081\u308b** |\n| \u81ea\u56fd\u8a9e\u3060\u3051\u306e\u8a3c\u660e\u66f8\u3067\u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044 | `FORMS` \u3068 `TABLES` \u3067\u8aad\u307f\u3001\u4e3b\u8981\u306a\u9805\u76ee\u306f\u751f\u6210AI\u304c\u30ad\u30fc\u3068\u5024\u304b\u3089\u62fe\u3046 |\n| \u6709\u52b9\u671f\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u8a66\u9a13\u65e5\u3068\u6709\u52b9\u306e\u898f\u5247\u304b\u3089\u898f\u5247\u306e\u5074\u3067\u8a08\u7b97\u3059\u308b |\n| 1\u540d\u306e\u8cc7\u683c\u304c\u8907\u6570\u30da\u30fc\u30b8\u306b\u307e\u305f\u304c\u308b | \u4f5c\u696d\u8005\u306eID\u3067\u675f\u306d\u3066\u304b\u3089\u7167\u3089\u3059 |\n| \u7bc4\u56f2\u306e\u5217\u304c\u8a66\u9a13\u306e\u6761\u4ef6\u3068\u533a\u5225\u3067\u304d\u306a\u3044 | `ambiguous` \u3067\u4eba\u3078\u3002**\u63a8\u3057\u91cf\u3089\u306a\u3044** |\n| \u540d\u7c3f\u306bID\u304c\u7121\u3044 | `needs_human`\u3002**\u540d\u7c3f\u306e\u66f4\u65b0\u306e\u9045\u308c\u304b\u3001\u5225\u4eba\u306e\u8a3c\u660e\u66f8\u304b** |\n| \u767a\u884c\u6a5f\u95a2\u306e\u7167\u4f1a\u3067\u771f\u507d\u3092\u78ba\u304b\u3081\u305f\u3044 | \u767a\u884c\u6a5f\u95a2\u306e\u7167\u4f1a\u306e\u4ed5\u7d44\u307f\u3092\u4eba\u304c\u4f7f\u3046\u3002\u3053\u306e\u69cb\u6210\u3067\u306f\u884c\u308f\u306a\u3044 |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**\u4e0b\u304b\u30892\u884c\u76ee\u306b\u3064\u3044\u3066\u3002** \u7c73\u56fd\u6eb6\u63a5\u5354\u4f1a\u306f\u3001\u8a8d\u5b9a\u6eb6\u63a5\u58eb\u306e\u767b\u9332\u306e\u4ed5\u7d44\u307f\u304c\u96c7\u7528\u4e3b\u306b\u3088\u308b\u78ba\u8a8d\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u3068\u6848\u5185\u3057\u3066\u3044\u307e\u3059\u3002**\u8a3c\u660e\u66f8\u306e\u771f\u507d\u304c\u7591\u308f\u3057\u3044\u3068\u304d\u306f\u3001\u767a\u884c\u6a5f\u95a2\u306e\u5074\u306e\u4ed5\u7d44\u307f\u3067\u78ba\u304b\u3081\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u3060\u3051\u3067\u771f\u507d\u306f\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002","log_storage":"- \u5143\u306e\u8a3c\u660e\u66f8\u306ePDF\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u9001\u308a\u5143\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08\u7f72\u540d\u306e\u691c\u51fa\u7d50\u679c\u3092\u542b\u3080\uff09\n- AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u7167\u5408\u306e\u7d50\u679c\n- \u7167\u5408\u306b\u4f7f\u3063\u305f**\u6709\u52b9\u306e\u898f\u5247\u30fb\u624b\u9806\u66f8\u306e\u8981\u6c42\u30fb\u914d\u7f6e\u306e\u4e88\u5b9a\u306e\u7248**\n- **\u4eba\u304c\u7bc4\u56f2\u3084\u5224\u5b9a\u3092\u78ba\u5b9a\u30fb\u5909\u66f4\u3057\u305f\u8a18\u9332**\n- \u5354\u529b\u4f1a\u793e\u3078\u306e\u9023\u7d61\u3068\u56de\u7b54\u3001\u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u3078\u306e\u914d\u7f6e\u306e\u898b\u76f4\u3057\u306e\u4f9d\u983c\n\n**\u300c\u914d\u7f6e\u306e\u4e88\u5b9a\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u6eb6\u63a5\u306e\u8a18\u9332\u3068\u8cc7\u683c\u3092\u5f8c\u304b\u3089\u7a81\u304d\u5408\u308f\u305b\u308b\u305f\u3081\u3067\u3059\u3002** \u691c\u67fb\u3067\u4e0d\u5177\u5408\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u3001**\u305d\u306e\u6eb6\u63a5\u3092\u3057\u305f\u6642\u70b9\u3067\u4f5c\u696d\u8005\u306e\u8cc7\u683c\u304c\u7bc4\u56f2\u5185\u3060\u3063\u305f\u304b**\u3092\u3001\u5f53\u6642\u306e\u4e88\u5b9a\u3068\u53f0\u5e33\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":200,"assumption_workdays":20,"volume_month":200,"before_minutes_per_case":15,"after_minutes_per_case":6,"hourly_cost":3000,"before_hours_month":50,"after_hours_month":20,"saved_hours_month":30,"reduction_rate":60,"saved_hours_year":360,"annual_cost_effect":1080000,"summary":"\u6d77\u5916\u306e\u5354\u529b\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u6eb6\u63a5\u58eb\u30fb\u691c\u67fb\u54e1\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u8cc7\u683c\u306e\u7a2e\u985e\u30fb\u7bc4\u56f2\u30fb\u6709\u52b9\u671f\u9650\u3092\u8cc7\u683c\u53f0\u5e33\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u671f\u9650\u5207\u308c\u304c\u8fd1\u3044\u8cc7\u683c\u3068\u3001\u8cc7\u683c\u306e\u7bc4\u56f2\u3092\u5916\u308c\u305f\u4f5c\u696d\u3078\u306e\u914d\u7f6e\u3092\u62fe\u3044\u3001\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u5354\u529b\u4f1a\u793e\u304b\u3089\u30e1\u30fc\u30eb\u3067\u5c4a\u3044\u305f\u8a3c\u660e\u66f8\u306ePDF\u3092\u3001\u5354\u529b\u4f1a\u793e\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u62c5\u5f53\u8005\u304c\u8a3c\u660e\u66f8\u3092\u958b\u304d\u3001\u6c0f\u540d\u30fb\u4f5c\u696d\u8005\u306eID\u30fb\u8cc7\u683c\u306e\u898f\u683c\u30fb\u6eb6\u63a5\u306e\u65b9\u6cd5\u30fb\u59ff\u52e2\u30fb\u6750\u6599\u30fb\u677f\u539a\u306e\u7bc4\u56f2\u30fb\u8a66\u9a13\u65e5\u30fb\u6709\u52b9\u671f\u9650\u3092\u53f0\u5e33\u306b\u5199\u3059\n3. \u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\u304c\u3042\u308c\u3070\u3001\u6700\u5f8c\u306b\u78ba\u8a8d\u3055\u308c\u305f\u65e5\u3092\u53f0\u5e33\u306b\u5165\u308c\u308b\n4. \u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u3092\u898b\u3066\u3001\u4f5c\u696d\u8005\u304c\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u3059\u308b\u7bc4\u56f2\u306e\u8cc7\u683c\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\n5. \u671f\u9650\u3084\u7d99\u7d9a\u306e\u78ba\u8a8d\u304c\u8fd1\u3044\u3082\u306e\u3092\u3001\u5354\u529b\u4f1a\u793e\u306b\u77e5\u3089\u305b\u308b\n6. \u7bc4\u56f2\u5916\u306e\u914d\u7f6e\u304c\u898b\u3064\u304b\u308c\u3070\u3001\u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u306b\u914d\u7f6e\u306e\u898b\u76f4\u3057\u3092\u983c\u3080\n\n**\uff08a\uff09\u7bc4\u56f2\u3092\u8aad\u307f\u89e3\u304f\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** 2\u756a\u3067\u3001\u8a3c\u660e\u66f8\u306e\u66f8\u5f0f\u306f\u898f\u683c\u3068\u767a\u884c\u6a5f\u95a2\u3054\u3068\u306b\u9055\u3044\u3001**\u7bc4\u56f2\u306f\u7565\u53f7\u3068\u6570\u5b57\u306e\u8868\u3067\u66f8\u304b\u308c\u307e\u3059\u3002** \u8a66\u9a13\u306e\u6761\u4ef6\u3068\u3001\u305d\u306e\u7d50\u679c\u3068\u3057\u3066\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u304c\u540c\u3058\u8868\u306b\u4e26\u3073\u3001\u3069\u3061\u3089\u304c\u3069\u3061\u3089\u304b\u3092\u8aad\u307f\u5206\u3051\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u7d99\u7d9a\u306e\u78ba\u8a8d\u304c\u6f0f\u308c\u308b\u3002** 3\u756a\u30685\u756a\u3067\u3001\u6709\u52b9\u671f\u9650\u306f\u53f0\u5e33\u306b\u5165\u308c\u3066\u3082\u3001**\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u65e5\u4ed8\u306f\u5165\u308c\u5fd8\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u671f\u9650\u306e\u65e5\u4ed8\u3060\u3051\u3092\u898b\u3066\u3044\u308b\u3068\u3001**\u7d99\u7d9a\u306e\u78ba\u8a8d\u304c\u9014\u5207\u308c\u3066\u8cc7\u683c\u304c\u6709\u52b9\u3067\u306a\u304f\u306a\u3063\u3066\u3044\u308b\u306e\u306b\u6c17\u3065\u304d\u307e\u305b\u3093\u3002**\n\n**\uff08c\uff09\u7bc4\u56f2\u5916\u306e\u914d\u7f6e\u306b\u6c17\u3065\u304b\u306a\u3044\u3002** 4\u756a\u306f\u3001\u914d\u7f6e\u306e\u4e88\u5b9a\u304c\u5909\u308f\u308b\u305f\u3073\u306b\u898b\u76f4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\u6025\u306a\u4eba\u306e\u5165\u308c\u66ff\u3048\u3067\u3001\u8584\u677f\u306e\u8cc7\u683c\u3057\u304b\u6301\u305f\u306a\u3044\u6eb6\u63a5\u58eb\u304c\u539a\u677f\u306e\u4f5c\u696d\u306b\u5165\u3063\u3066\u3044\u305f**\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u3001\u691c\u67fb\u306e\u8a18\u9332\u3092\u898b\u3066\u521d\u3081\u3066\u5206\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u540d\u524d\u304c\u5408\u308f\u306a\u3044\u3002** \u8a3c\u660e\u66f8\u306e\u6c0f\u540d\u306e\u9806\u5e8f\u3084\u7db4\u308a\u304c\u3001\u5354\u529b\u4f1a\u793e\u306e\u540d\u7c3f\u3068\u9055\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u540c\u3058\u4eba\u306e\u8cc7\u683c\u304c2\u884c\u306b\u5206\u304b\u308c\u3066\u53f0\u5e33\u306b\u5165\u308a\u3001**\u7247\u65b9\u306e\u671f\u9650\u3060\u3051\u304c\u66f4\u65b0\u3055\u308c\u307e\u3059\u3002","before_flow_steps":["\u5354\u529b\u4f1a\u793e\u304b\u3089\u30e1\u30fc\u30eb\u3067\u5c4a\u3044\u305f\u8a3c\u660e\u66f8\u306ePDF\u3092\u3001\u5354\u529b\u4f1a\u793e\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u62c5\u5f53\u8005\u304c\u8a3c\u660e\u66f8\u3092\u958b\u304d\u3001\u6c0f\u540d\u30fb\u4f5c\u696d\u8005\u306eID\u30fb\u8cc7\u683c\u306e\u898f\u683c\u30fb\u6eb6\u63a5\u306e\u65b9\u6cd5\u30fb\u59ff\u52e2\u30fb\u6750\u6599\u30fb\u677f\u539a\u306e\u7bc4\u56f2\u30fb\u8a66\u9a13\u65e5\u30fb\u6709\u52b9\u671f\u9650\u3092\u53f0\u5e33\u306b\u5199\u3059","\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\u304c\u3042\u308c\u3070\u3001\u6700\u5f8c\u306b\u78ba\u8a8d\u3055\u308c\u305f\u65e5\u3092\u53f0\u5e33\u306b\u5165\u308c\u308b","\u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u3092\u898b\u3066\u3001\u4f5c\u696d\u8005\u304c\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u3059\u308b\u7bc4\u56f2\u306e\u8cc7\u683c\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b","\u671f\u9650\u3084\u7d99\u7d9a\u306e\u78ba\u8a8d\u304c\u8fd1\u3044\u3082\u306e\u3092\u3001\u5354\u529b\u4f1a\u793e\u306b\u77e5\u3089\u305b\u308b","\u7bc4\u56f2\u5916\u306e\u914d\u7f6e\u304c\u898b\u3064\u304b\u308c\u3070\u3001\u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u306b\u914d\u7f6e\u306e\u898b\u76f4\u3057\u3092\u983c\u3080"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u53d7\u3051\u53d6\u308a\u7528\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u6dfb\u4ed8\u3092\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u8a3c\u660e\u66f8\u306e\u30ad\u30fc\u3068\u5024\u3001\u7bc4\u56f2\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u7f72\u540d\u306e\u4f4d\u7f6e**\u3092\u3001\u4fe1\u983c\u5ea6\u3068\u3068\u3082\u306b\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u8cc7\u683c\u306e\u7a2e\u985e\u30fb\u898f\u683c\u30fb\u7bc4\u56f2\u30fb\u8a66\u9a13\u65e5\u30fb\u6709\u52b9\u671f\u9650\u30fb\u7d99\u7d9a\u306e\u78ba\u8a8d\u65e5\u3092\u53f0\u5e33\u306e\u5f62\u306b\u305d\u308d\u3048\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u4f5c\u696d\u8005\u3092\u540d\u7c3f\u3068\u7167\u3089\u3057\u3001\u8cc7\u683c\u306e\u7a2e\u985e\u3054\u3068\u306e\u898f\u5247\u3067\u671f\u9650\u3068\u7d99\u7d9a\u306e\u78ba\u8a8d\u3092\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u3068\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u3067\u3001\u8cc7\u683c\u306e\u7bc4\u56f2\u3092\u7167\u3089\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u4f5c\u696d\u8005\u3054\u3068\u306b `valid` \uff0f `expiring` \uff0f `continuity_due` \uff0f `expired` \uff0f `out_of_range` \uff0f `unsigned` \uff0f `needs_human` \u3092\u4ed8\u3051\u3066\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u3059\n8. **\u3010\u4eba\u3011** \u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c `valid` \u4ee5\u5916\u3092\u958b\u304d\u3001\u5354\u529b\u4f1a\u793e\u306b\u9023\u7d61\u3059\u308b\u304b\u3001\u914d\u7f6e\u306e\u898b\u76f4\u3057\u3092\u983c\u3080\u304b\u3092\u6c7a\u3081\u308b\n9. **\u3010\u4eba\u3011** \u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u304c\u3001\u7bc4\u56f2\u5916\u306e\u914d\u7f6e\u3092\u898b\u76f4\u3059\n10. **\u3010\u81ea\u52d5\u3011** \u6bce\u90311\u56de\u3001\u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u306e\u5909\u66f4\u3092\u898b\u3066\u3001\u7bc4\u56f2\u306e\u7167\u5408\u3092\u3084\u308a\u76f4\u3059\n\n**4\u756a\u76ee\u3067AI\u306b\u4efb\u305b\u308b\u306e\u306f\u300c\u305d\u308d\u3048\u308b\u300d\u3068\u3053\u308d\u307e\u3067\u3067\u3059\u3002** \u8cc7\u683c\u304c\u6709\u52b9\u304b\u3001\u305d\u306e\u4f5c\u696d\u306b\u8db3\u308a\u308b\u304b\u306fAI\u306b\u5224\u65ad\u3055\u305b\u307e\u305b\u3093\u3002**\u6709\u52b9\u306e\u6761\u4ef6\u306f\u898f\u683c\u3054\u3068\u306b\u6c7a\u307e\u3063\u3066\u304a\u308a\u3001\u4f5c\u696d\u306e\u8981\u6c42\u306f\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306b\u3042\u308b**\u304b\u3089\u3067\u3059\u3002\n\n**10\u756a\u76ee\u304c\u3001\u7bc4\u56f2\u5916\u306e\u914d\u7f6e\u3092\u62fe\u3046\u8981\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u304c\u5c4a\u3044\u305f\u3068\u304d\u3060\u3051\u7167\u3089\u3057\u3066\u3044\u308b\u3068\u3001**\u914d\u7f6e\u306e\u4e88\u5b9a\u304c\u5f8c\u304b\u3089\u5909\u308f\u3063\u305f\u3068\u304d\u306b\u898b\u9003\u3057\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u53d7\u3051\u53d6\u308a\u7528\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306b\u5c4a\u3044\u305f\u6dfb\u4ed8\u3092\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u8a3c\u660e\u66f8\u306e\u30ad\u30fc\u3068\u5024\u3001\u7bc4\u56f2\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u7f72\u540d\u306e\u4f4d\u7f6e**\u3092\u3001\u4fe1\u983c\u5ea6\u3068\u3068\u3082\u306b\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u8cc7\u683c\u306e\u7a2e\u985e\u30fb\u898f\u683c\u30fb\u7bc4\u56f2\u30fb\u8a66\u9a13\u65e5\u30fb\u6709\u52b9\u671f\u9650\u30fb\u7d99\u7d9a\u306e\u78ba\u8a8d\u65e5\u3092\u53f0\u5e33\u306e\u5f62\u306b\u305d\u308d\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u4f5c\u696d\u8005\u3092\u540d\u7c3f\u3068\u7167\u3089\u3057\u3001\u8cc7\u683c\u306e\u7a2e\u985e\u3054\u3068\u306e\u898f\u5247\u3067\u671f\u9650\u3068\u7d99\u7d9a\u306e\u78ba\u8a8d\u3092\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u3068\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u3067\u3001\u8cc7\u683c\u306e\u7bc4\u56f2\u3092\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u4f5c\u696d\u8005\u3054\u3068\u306b `valid` \uff0f `expiring` \uff0f `continuity_due` \uff0f `expired` \uff0f `out_of_range` \uff0f `unsigned` \uff0f `needs_human` \u3092\u4ed8\u3051\u3066\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u51fa\u3059","**\u3010\u4eba\u3011** \u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c `valid` \u4ee5\u5916\u3092\u958b\u304d\u3001\u5354\u529b\u4f1a\u793e\u306b\u9023\u7d61\u3059\u308b\u304b\u3001\u914d\u7f6e\u306e\u898b\u76f4\u3057\u3092\u983c\u3080\u304b\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u304c\u3001\u7bc4\u56f2\u5916\u306e\u914d\u7f6e\u3092\u898b\u76f4\u3059","**\u3010\u81ea\u52d5\u3011** \u6bce\u90311\u56de\u3001\u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u306e\u5909\u66f4\u3092\u898b\u3066\u3001\u7bc4\u56f2\u306e\u7167\u5408\u3092\u3084\u308a\u76f4\u3059"],"architecture":"```\n\u5354\u529b\u4f1a\u793e\u304b\u3089\u306e\u82f1\u6587\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\u30fb\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\uff08PDF\uff09\n \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58 \u914d\u7f6e\u306e\u4e88\u5b9a\u8868\uff08\u6bce\u9031\uff09\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d \u2502\n \u25bc \u2502\nAWS Textract\uff08StartDocumentAnalysis\uff1aFORMS\uff0fTABLES\uff0fQUERIES\uff0fSIGNATURES\uff09\n \u2502 \u30ad\u30fc\u3068\u5024\u3001\u7bc4\u56f2\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d\u306e\u4f4d\u7f6e\u3001\u4fe1\u983c\u5ea6 \u2502\n \u25bc \u2502\nClaude API \u2500\u2500 \u8cc7\u683c\u306e\u7a2e\u985e\u30fb\u7bc4\u56f2\u30fb\u671f\u9650\u30fb\u7d99\u7d9a\u306e\u78ba\u8a8d\u65e5\u3092\u305d\u308d\u3048\u308b \u2502\n \u25bc \u25bc\nPython \u2500\u2500 \u8cc7\u683c\u306e\u7a2e\u985e\u3054\u3068\u306e\u898f\u5247\u3001\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u3001\u914d\u7f6e\u306e\u4e88\u5b9a\u3067\u7167\u3089\u3059\n \u25bc\n\u5224\u5b9a\uff08valid \uff0f expiring \uff0f continuity_due \uff0f expired \uff0f out_of_range \uff0f unsigned \uff0f needs_human\uff09\n \u25bc\n\u3010\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u8005\u304c valid \u4ee5\u5916\u3092\u78ba\u8a8d\u3011\n \u251c\u2500\u2500\u25b6 \u5354\u529b\u4f1a\u793e\u3078\u306e\u9023\u7d61\uff08\u82f1\u6587\u306e\u4e0b\u66f8\u304d\uff09\n \u251c\u2500\u2500\u25b6 \u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u3078\u914d\u7f6e\u306e\u898b\u76f4\u3057\u306e\u4f9d\u983c\n \u2514\u2500\u2500\u25b6 \u8cc7\u683c\u53f0\u5e33\u3078\u78ba\u5b9a\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u8cc7\u683c\u306e\u7a2e\u985e\u30fb\u7bc4\u56f2\u30fb\u671f\u9650\u306e\u6574\u5f62\u3068\u3001\u9023\u7d61\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u6709\u52b9\u306e\u898f\u5247\u3068\u3001\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u30fb\u914d\u7f6e\u306e\u4e88\u5b9a\u3068\u306e\u7167\u5408\uff09 | \u4f5c\u696d\u8005\u306e\u8cc7\u683c\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306e\u7167\u5408\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3001\u6bce\u9031\u306e\u7167\u5408\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u8a3c\u660e\u66f8\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u8cc7\u683c\u53f0\u5e33\u30fb\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u4e00\u89a7\u30fb\u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u3054\u3068\u306b\u6c42\u3081\u308b\u8cc7\u683c\u306e\u7bc4\u56f2\u3092\u5217\u306b\u8d77\u3053\u3059\u3053\u3068**\u3068\u3001**\u8cc7\u683c\u306e\u7a2e\u985e\u3054\u3068\u306e\u6709\u52b9\u306e\u898f\u5247\uff08\u671f\u9650\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u9593\u9694\uff09\u3092\u8868\u306b\u3059\u308b\u3053\u3068**\u3067\u3059\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u8a3c\u660e\u66f8\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3001**\u65e5\u672c\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u624b\u66f8\u304d\u306e\u6587\u5b57\u304c\u8aad\u3081\u308b\u306e\u306f\u82f1\u8a9e\u3060\u3051\u3067\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\u306b\u624b\u66f8\u304d\u3067\u65e5\u4ed8\u3068\u7f72\u540d\u304c\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001\u82f1\u8a9e\u306a\u3089\u8aad\u3081\u307e\u3059\u3002\n\n**\u4f7f\u3046\u6a5f\u80fd\u306f\u3001\u6587\u66f8\u306e\u5206\u6790\uff08AnalyzeDocument \u3068\u3001\u305d\u306e\u975e\u540c\u671f\u7248\u306e StartDocumentAnalysis\uff09\u3067\u3059\u3002** `FORMS` \u3067\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3001`TABLES` \u3067\u7bc4\u56f2\u306e\u8868\u3001`QUERIES` \u3067\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**`SIGNATURES` \u3067\u7f72\u540d\u306e\u4f4d\u7f6e**\u304c\u8fd4\u308a\u307e\u3059\u3002\u7f72\u540d\u306e\u691c\u51fa\u306f\u3001**\u7f72\u540d\u304c\u3069\u3053\u306b\u3042\u308b\u304b\u3092\u8fd4\u3059\u3082\u306e\u3067\u3001\u8ab0\u306e\u7f72\u540d\u304b\u3092\u78ba\u304b\u3081\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u300c\u7f72\u540d\u306e\u6b04\u304c\u7a7a\u306e\u307e\u307e\u5c4a\u3044\u305f\u8a3c\u660e\u66f8\u300d\u3092\u62fe\u3046\u306e\u306b\u4f7f\u3044\u307e\u3059\u3002\n\n**\u8cea\u554f\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3057\u304b\u4f7f\u3048\u307e\u305b\u3093\u3002** \u6b27\u5dde\u306e\u767a\u884c\u6a5f\u95a2\u306e\u8a3c\u660e\u66f8\u306b\u306f\u3001\u82f1\u8a9e\u3068\u30c9\u30a4\u30c4\u8a9e\u306a\u3069\u3092\u4f75\u8a18\u3057\u305f\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002**\u4f75\u8a18\u306a\u3089\u82f1\u8a9e\u306e\u90e8\u5206\u306b\u8cea\u554f\u3092\u5f53\u3066\u3001\u81ea\u56fd\u8a9e\u3060\u3051\u306e\u3082\u306e\u306f\u8cea\u554f\u3092\u5916\u3057\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u51e6\u7406\u306e\u8d77\u70b9\u306f2\u3064\u3067\u3059\u3002** 1\u3064\u306f\u3001**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u8a3c\u660e\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068**\u3002\u3082\u30461\u3064\u306f\u3001**\u6bce\u9031\u6708\u66dc\u306e\u5b9a\u6642\u5b9f\u884c**\u3067\u3001\u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u306e\u5909\u66f4\u3092\u898b\u3066\u7bc4\u56f2\u3092\u7167\u3089\u3057\u76f4\u3057\u3001\u671f\u9650\u3068\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8fd1\u3044\u3082\u306e\u3092\u62fe\u3044\u307e\u3059\u3002\n\n\u8cc7\u683c\u8a3c\u660e\u66f8\u306e\u53d7\u3051\u53d6\u308a\u7528\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u5354\u529b\u4f1a\u793e\u306b\u6848\u5185\u3057\u3001**\u6dfb\u4ed8\u3092\u81ea\u52d5\u3067\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u65b0\u3057\u3044\u4f5c\u696d\u8005\u3092\u9001\u308a\u8fbc\u3080\u3068\u304d\u306f\u3001**\u5165\u5834\u306e\u4e88\u5b9a\u65e5\u306e2\u9031\u9593\u524d\u307e\u3067\u306b\u9001\u308b**\u6c7a\u307e\u308a\u306b\u3057\u3066\u304a\u304f\u3068\u3001\u7167\u5408\u306e\u7d50\u679c\u3092\u898b\u3066\u5165\u308c\u66ff\u3048\u3092\u983c\u3080\u6642\u9593\u304c\u53d6\u308c\u307e\u3059\u3002\n\n\u6bce\u9031\u306e\u7167\u5408\u306f\u3001**\u8a3c\u660e\u66f8\u304c\u5c4a\u304f\u304b\u3069\u3046\u304b\u306b\u95a2\u4fc2\u306a\u304f**\u52d5\u304b\u3057\u307e\u3059\u3002\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u8a3c\u660e\u66f8\u306f\u51e6\u7406\u6e08\u307f\u306e\u5834\u6240\u3078\u79fb\u3057\u3001**\u79fb\u3059\u306e\u306f\u78ba\u8a8d\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u51fa\u3057\u307e\u3067\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051**\u306b\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cc7\u683c\u8a3c\u660e\u66f8 | PDF\u3002\u9001\u308a\u5143\u306e\u5354\u529b\u4f1a\u793e\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u30ad\u30fc\u3068\u5024\u3001\u7bc4\u56f2\u306e\u8868\u306e\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u7f72\u540d\u306e\u4f4d\u7f6e**\u3001\u5024\u3054\u3068\u306e\u4fe1\u983c\u5ea6 | AWS Textract |\n| \u5354\u529b\u4f1a\u793e\u306e\u540d\u7c3f | \u4f5c\u696d\u8005\u306eID\u3001\u6c0f\u540d\uff08\u7db4\u308a\u306e\u5225\u8868\u8a18\u3092\u542b\u3080\uff09\u3001\u751f\u5e74\u6708\u65e5\u3001\u6240\u5c5e\u3001\u8077\u7a2e | \u5354\u529b\u4f1a\u793e\u304b\u3089\u53d7\u3051\u53d6\u308b\u540d\u7c3f |\n| \u6709\u52b9\u306e\u898f\u5247 | \u8cc7\u683c\u306e\u7a2e\u985e\u3054\u3068\u306e\u6709\u52b9\u671f\u9593\u3001**\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u9593\u9694**\u3001\u66f4\u65b0\u306e\u6761\u4ef6 | \u54c1\u8cea\u4fdd\u8a3c\u90e8\u3067\u7528\u610f\u3059\u308b\u8868 |\n| \u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42 | \u624b\u9806\u66f8\u306e\u756a\u53f7\u3054\u3068\u306e\u6eb6\u63a5\u306e\u65b9\u6cd5\u3001\u59ff\u52e2\u3001\u6750\u6599\u3001\u677f\u539a\u30fb\u7ba1\u306e\u5f84\u306e\u7bc4\u56f2 | \u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u4e00\u89a7 |\n| \u914d\u7f6e\u306e\u4e88\u5b9a\u8868 | \u4f5c\u696d\u8005\u306eID\u3001\u5de5\u7a0b\u3001\u4f7f\u3046\u624b\u9806\u66f8\u306e\u756a\u53f7\u3001\u671f\u9593 | \u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8 |\n| \u7565\u53f7\u306e\u5bfe\u5fdc\u8868 | \u898f\u683c\u3054\u3068\u306e\u6eb6\u63a5\u306e\u65b9\u6cd5\u30fb\u59ff\u52e2\u306e\u7565\u53f7\u3068\u3001\u793e\u5185\u306e\u533a\u5206 | \u54c1\u8cea\u4fdd\u8a3c\u90e8\u3067\u7528\u610f\u3059\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u6709\u52b9\u306e\u898f\u5247\u3068\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u3067\u3059\u3002** \u6709\u52b9\u306e\u898f\u5247\u304c\u300c2\u5e74\u300d\u3060\u3051\u3067\u306f\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u6f0f\u308c\u3092\u62fe\u3048\u307e\u305b\u3093\u3002**\u624b\u9806\u66f8\u306e\u8981\u6c42\u304c\u6587\u7ae0\u306e\u307e\u307e\u3067\u306f\u3001\u7bc4\u56f2\u3068\u7167\u3089\u305b\u307e\u305b\u3093\u3002** \u3069\u3061\u3089\u3082\u3001\u7167\u5408\u306b\u4f7f\u3048\u308b\u5217\u306b\u8d77\u3053\u3057\u3066\u304a\u304d\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u8aad\u307f\u53d6\u308a\u306f\u3001Lambda \u304b\u3089 StartDocumentAnalysis \u3092\u547c\u3093\u3067\u59cb\u3081\u307e\u3059\u3002** \u6587\u66f8\u306fS3\u306e\u5834\u6240\u3067\u6307\u5b9a\u3057\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u5148\u306bSNS\u306e\u30c8\u30d4\u30c3\u30af\u3092\u6e21\u3057\u307e\u3059\u3002**`ClientRequestToken` \u306b\u53d7\u4ed8\u306e\u30d5\u30a1\u30a4\u30eb\u3054\u3068\u306e\u5024\u3092\u5165\u308c\u3001\u540c\u3058\u8a3c\u660e\u66f8\u306e\u51e6\u7406\u304c\u4e8c\u91cd\u306b\u59cb\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** `JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u306e\u3067\u3001\u5b8c\u4e86\u3092\u53d7\u3051\u305f\u3089\u3059\u3050\u306b `GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u3001\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u3078\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\n\n**\u8cea\u554f\u306f `QueriesConfig` \u306b\u4e26\u3079\u3001\u8868\u306e\u5916\u306b\u3042\u308b\u9805\u76ee\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u8cea\u554f\u306e\u6587\uff08`Text`\uff09 | `Alias` | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| What is the welder name? | `NAME` | \u540d\u7c3f\u3068\u306e\u7167\u5408 |\n| What is the welder ID or stamp number? | `WELDER_ID` | **\u540d\u7c3f\u3092\u5f15\u304f\u7b2c\u4e00\u306e\u624b\u304c\u304b\u308a** |\n| What is the qualification standard? | `STANDARD` | \u6709\u52b9\u306e\u898f\u5247\u306e\u9078\u629e |\n| What is the date of test? | `TEST_DATE` | \u6709\u52b9\u671f\u9593\u306e\u8d77\u70b9 |\n| What is the expiry date? | `EXPIRY_DATE` | \u671f\u9650\u306e\u7167\u5408 |\n| Who is the examiner or certifying body? | `EXAMINER` | \u767a\u884c\u6a5f\u95a2\u306e\u78ba\u8a8d |\n\n**\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u306e\u307e\u307e\u8fd4\u308a\u307e\u3059\u3002** \u6709\u52b9\u671f\u9650\u3092\u66f8\u304b\u306a\u3044\u66f8\u5f0f\u3082\u3042\u308a\u3001**\u7a7a\u306a\u3089\u6709\u52b9\u306e\u898f\u5247\u3068\u8a66\u9a13\u65e5\u304b\u3089\u898f\u5247\u306e\u5074\u3067\u671f\u9650\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002** \u7a7a\u3092\u300c\u671f\u9650\u306a\u3057\u300d\u3068\u8aad\u307e\u306a\u3044\u3053\u3068\u304c\u5927\u4e8b\u3067\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8cea\u554f\u3078\u306e\u7b54\u3048 | `QUERY` \u3068 `QUERY_RESULT` | \u6c0f\u540d\u30fbID\u30fb\u898f\u683c\u30fb\u8a66\u9a13\u65e5\u30fb\u671f\u9650 |\n| \u7bc4\u56f2\u306e\u8868 | `TABLE` \u3068 `CELL` | \u8a66\u9a13\u306e\u6761\u4ef6\u306e\u5217\u3068\u3001\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217 |\n| \u30ad\u30fc\u3068\u5024\u306e\u7d44 | `KEY_VALUE_SET` | \u8cea\u554f\u3092\u4f7f\u3048\u306a\u3044\u8a00\u8a9e\u306e\u66f8\u5f0f\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u6b04 |\n| \u7f72\u540d | `SIGNATURE` \u306e\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6 | \u767a\u884c\u6a5f\u95a2\u3068\u78ba\u8a8d\u8005\u306e\u7f72\u540d\u306e\u6709\u7121 |\n| \u5168\u6587 | `LINE` \u3068 `WORD` | \u5099\u8003\u306e\u5236\u9650\u4e8b\u9805 |\n\n**\u7bc4\u56f2\u306e\u8868\u306f\u3001\u8a66\u9a13\u306e\u6761\u4ef6\u306e\u5217\u3068\u3001\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217\u304c\u4e26\u3093\u3067\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002** \u3069\u3061\u3089\u306e\u5217\u304b\u306f\u5217\u898b\u51fa\u3057\u3067\u5206\u3051\u307e\u3059\u3002**\u7167\u5408\u306b\u4f7f\u3046\u306e\u306f\u3001\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217\u3060\u3051\u3067\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6271\u3048\u308b\u306e\u306fJPEG\u3001PNG\u3001PDF\u3001TIFF\u3067\u3059\u3002**XFA\u5f62\u5f0f\u306ePDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093**\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\n3. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u8aad\u307f\u53d6\u308c\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\uff08150dpi\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u3002**\u73fe\u5834\u3067\u64ae\u3063\u305f\u8a3c\u660e\u66f8\u306e\u5199\u771f\u306f\u3001\u3053\u306e\u4e0b\u9650\u3092\u4e0b\u56de\u308a\u304c\u3061\u3067\u3059**\n4. **\u66f8\u985e\u306e\u7a2e\u985e\u306e\u5224\u5225** \u2026 1\u30da\u30fc\u30b8\u76ee\u306e\u984c\u3067\u3001\u8cc7\u683c\u8a3c\u660e\u66f8\u30fb\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\u30fb\u66f4\u65b0\u306e\u8a3c\u660e\u66f8\u3092\u5206\u3051\u307e\u3059\n5. **\u8a00\u8a9e\u306e\u5207\u308a\u66ff\u3048** \u2026 \u82f1\u8a9e\u306e\u90e8\u5206\u304c\u3042\u308b\u66f8\u5f0f\u306f `QUERIES` \u3092\u5165\u308c\u3001\u7121\u3044\u3082\u306e\u306f\u5916\u3057\u307e\u3059\n6. **\u65e5\u4ed8\u306e\u6b63\u898f\u5316** \u2026 \u767a\u884c\u6a5f\u95a2\u3054\u3068\u306e\u66f8\u304d\u65b9\u3067\u3001\u300c03\/04\/2026\u300d\u3092\u81ea\u793e\u306e\u5f62\u306b\u76f4\u3057\u307e\u3059\u3002**\u5143\u306e\u6587\u5b57\u5217\u306f\u6b8b\u3057\u307e\u3059**\n7. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u4f5c\u696d\u8005\u30fb\u540c\u3058\u898f\u683c\u30fb\u540c\u3058\u8a66\u9a13\u65e5\u306e\u3082\u306e\u304c\u65e2\u306b\u3042\u308c\u3070\u3001\u518d\u9001\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**6\u756a\u76ee\u306fAI\u306b\u4efb\u305b\u307e\u305b\u3093\u3002** \u7c73\u56fd\u306e\u767a\u884c\u6a5f\u95a2\u306f\u6708\u30fb\u65e5\u30fb\u5e74\u3001\u6b27\u5dde\u3084\u30a2\u30b8\u30a2\u306e\u767a\u884c\u6a5f\u95a2\u306f\u65e5\u30fb\u6708\u30fb\u5e74\u3067\u66f8\u304f\u3053\u3068\u304c\u591a\u304f\u3001**\u751f\u6210AI\u306b\u8aad\u307e\u305b\u308b\u3068\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u671f\u9650\u304c\u6570\u304b\u6708\u305a\u308c\u307e\u3059\u3002** \u767a\u884c\u6a5f\u95a2\u3054\u3068\u306e\u66f8\u304d\u65b9\u306e\u8868\u3067\u6c7a\u3081\u6253\u3061\u3057\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u53f0\u5e33\u306e\u5f62\u306b\u305d\u308d\u3048\u3001\u7bc4\u56f2\u306e\u8868\u3092\u300c\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u300d\u306e\u884c\u306b\u6574\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u66f8\u304d\u51fa\u3059\u5185\u5bb9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u66f8\u985e\u306e\u7a2e\u985e | \u8cc7\u683c\u8a3c\u660e\u66f8\uff0f\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\uff0f\u66f4\u65b0\u306e\u8a3c\u660e\u66f8\uff0f\u305d\u306e\u4ed6 | \u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070 `other` |\n| \u4f5c\u696d\u8005 | \u6c0f\u540d\u3001ID\u3001\u6240\u5c5e\u306e\u8a18\u8f09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u8cc7\u683c | \u898f\u683c\u3001\u8077\u7a2e\uff08\u6eb6\u63a5\u58eb\uff0f\u691c\u67fb\u54e1\uff09\u3001\u691c\u67fb\u306e\u65b9\u6cd5\u3068\u30ec\u30d9\u30eb | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2 | \u6eb6\u63a5\u306e\u65b9\u6cd5\u3001\u59ff\u52e2\u3001\u6750\u6599\u3001\u677f\u539a\u30fb\u7ba1\u306e\u5f84\u306e\u7bc4\u56f2\u3092**\u7565\u53f7\u3068\u6570\u5b57\u306e\u539f\u6587\u3067** | \u8a66\u9a13\u306e\u6761\u4ef6\u3068\u533a\u5225\u3067\u304d\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u65e5\u4ed8 | \u8a66\u9a13\u65e5\u3001\u6709\u52b9\u671f\u9650\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u65e5\u4ed8\u306e\u539f\u6587 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u5236\u9650\u4e8b\u9805 | \u5099\u8003\u306e\u5236\u9650\u306e\u539f\u6587 | \u7121\u3051\u308c\u3070\u7a7a |\n\n**\u7bc4\u56f2\u3092\u300c\u539f\u6587\u3067\u300d\u66f8\u304d\u51fa\u3055\u305b\u308b\u306e\u306f\u3001\u7565\u53f7\u306e\u8aad\u307f\u66ff\u3048\u3092\u898f\u5247\u306e\u5074\u306b\u7f6e\u304f\u305f\u3081\u3067\u3059\u3002** \u59ff\u52e2\u306e\u7565\u53f7\u3084\u6750\u6599\u306e\u533a\u5206\u306f\u898f\u683c\u3054\u3068\u306b\u610f\u5473\u304c\u9055\u3044\u3001**\u751f\u6210AI\u306b\u793e\u5185\u306e\u533a\u5206\u3078\u8aad\u307f\u66ff\u3048\u3055\u305b\u308b\u3068\u3001\u898f\u683c\u306e\u9055\u3044\u3092\u306a\u3089\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u8aad\u307f\u66ff\u3048\u306f\u7565\u53f7\u306e\u5bfe\u5fdc\u8868\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8cc7\u683c\u304c\u6709\u52b9\u304b\u306e\u5224\u65ad | \u6709\u52b9\u306e\u898f\u5247\u3067\u898f\u5247\u304c\u7167\u3089\u3059 |\n| \u305d\u306e\u4f5c\u696d\u306b\u8db3\u308a\u308b\u304b\u306e\u5224\u65ad | \u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u3067\u898f\u5247\u304c\u7167\u3089\u3059 |\n| \u8a66\u9a13\u306e\u6761\u4ef6\u304b\u3089\u7bc4\u56f2\u3092\u63a8\u3057\u91cf\u308b | \u7bc4\u56f2\u306f\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u305f\u5217\u3060\u3051\u3092\u4f7f\u3046 |\n| \u671f\u9650\u306e\u8a08\u7b97 | \u898f\u5247\u3067\u884c\u3046 |\n| \u540d\u7c3f\u306e\u5225\u4eba\u3068\u306e\u7167\u5408 | \u898f\u5247\u3067\u7167\u3089\u3057\u3001\u5f53\u305f\u3089\u306a\u3051\u308c\u3070\u4eba |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217\u304c\u8aad\u3081\u306a\u3044\u3068\u3001AI\u306f\u8a66\u9a13\u306e\u6761\u4ef6\uff08\u8a66\u9a13\u3067\u6eb6\u63a5\u3057\u305f\u677f\u539a\u306a\u3069\uff09\u3092\u7bc4\u56f2\u3068\u3057\u3066\u8fd4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8a66\u9a13\u306e\u6761\u4ef6\u3068\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306f\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u533a\u5225\u3067\u304d\u306a\u3051\u308c\u3070 `ambiguous` \u3067\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u5727\u529b\u5bb9\u5668\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u6eb6\u63a5\u7ba1\u7406\u306e\u62c5\u5f53\u3067\u3001\u6d77\u5916\u306e\u5354\u529b\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\u3092\u3001\u4f5c\u696d\u8005\u306e\u8cc7\u683c\u53f0\u5e33\u306e\u5f62\u306b\u305d\u308d\u3048\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f\u3001OCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\uff09\u3067\u3059\u3002\n\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u51fa\u3059\u3053\u3068\u3011\n1. document_type: qualification_certificate \/ continuity_record \/\n renewal_certificate \/ other\n2. person: name, worker_id, employer\n3. qualification: standard, role\uff08welder \/ inspector\uff09, method_or_process, level\n4. qualified_range: \u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217\u3060\u3051\u3092\u3001\u7565\u53f7\u3068\u6570\u5b57\u306e\u539f\u6587\u306e\u307e\u307e\n \uff08process, position, material, thickness_range, diameter_range\uff09\n5. dates: test_date, expiry_date, continuity_dates\uff08\u539f\u6587\u306e\u307e\u307e\uff09\n6. limitations: \u5099\u8003\u306e\u5236\u9650\u306e\u539f\u6587\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u30fbID\u30fb\u7565\u53f7\u30fb\u6570\u5b57\u306f\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n \u66f8\u304d\u65b9\u3092\u76f4\u3057\u305f\u308a\u3001\u793e\u5185\u306e\u533a\u5206\u306b\u8aad\u307f\u66ff\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7bc4\u56f2\u306f\u300c\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u300d\u306e\u5217\u304b\u3089\u3060\u3051\u53d6\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n \u8a66\u9a13\u306e\u6761\u4ef6\u306e\u5217\u306e\u5024\u3092\u7bc4\u56f2\u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n \u3069\u3061\u3089\u306e\u5217\u304b\u533a\u5225\u3067\u304d\u306a\u3051\u308c\u3070 ambiguous \u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6709\u52b9\u671f\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d\u3068\u3057\u3001\u8a66\u9a13\u65e5\u304b\u3089\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8cc7\u683c\u304c\u6709\u52b9\u304b\u3001\u305d\u306e\u4f5c\u696d\u306b\u8db3\u308a\u308b\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7f72\u540d\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff08\u5225\u306e\u4ed5\u7d44\u307f\u3067\u78ba\u304b\u3081\u307e\u3059\uff09\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_result}\n```\n\n**\u300c\u8a66\u9a13\u65e5\u304b\u3089\u8a08\u7b97\u3057\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001AI\u306f\u6709\u52b9\u671f\u9650\u3092\u57cb\u3081\u307e\u3059\u3002** \u898f\u683c\u306b\u3088\u3063\u3066\u6709\u52b9\u671f\u9593\u304c\u9055\u3046\u306e\u306b\u3001**\u3088\u304f\u898b\u308b\u671f\u9593\u3067\u8a08\u7b97\u3057\u305f\u65e5\u4ed8\u3092\u8fd4\u3057\u307e\u3059\u3002** \u671f\u9650\u306e\u8a08\u7b97\u306f\u6709\u52b9\u306e\u898f\u5247\u306e\u8868\u3067\u884c\u3044\u307e\u3059\u3002\n\n**\u300c\u7f72\u540d\u306f\u66f8\u304b\u306a\u3044\u300d\u3092\u5165\u308c\u308b\u306e\u306f\u3001\u7f72\u540d\u306e\u6709\u7121\u3092 Textract \u306e\u691c\u51fa\u7d50\u679c\u3067\u898b\u308b\u305f\u3081\u3067\u3059\u3002** \u751f\u6210AI\u306b\u805e\u304f\u3068\u3001\u7f72\u540d\u306e\u6b04\u306e\u5370\u5b57\u306e\u6587\u5b57\uff08\u300cSignature\u300d\u306a\u3069\uff09\u3092\u6839\u62e0\u306b\u300c\u7f72\u540d\u3042\u308a\u300d\u3068\u8fd4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `type: \"json_schema\"` \u3068JSON\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\uff09\u3092\u4f7f\u3046\u3068\u3001**\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u8fd4\u308a\u3001\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u307e\u305b\u3093\u3002**\n\n```json\n{\n \"document_type\": \"qualification_certificate\",\n \"person\": { \"name\": \"\", \"worker_id\": \"\", \"employer\": \"\" },\n \"qualification\": { \"standard\": \"\", \"role\": \"welder\",\n \"method_or_process\": \"\", \"level\": \"\" },\n \"qualified_range\": { \"process\": \"\", \"position\": \"\", \"material\": \"\",\n \"thickness_range\": \"\", \"diameter_range\": \"\",\n \"status\": \"ok | ambiguous\" },\n \"dates\": { \"test_date\": \"\", \"expiry_date\": \"\", \"continuity_dates\": [] },\n \"limitations\": \"\",\n \"evidence\": []\n}\n```\n\n**\u3053\u306e\u5f8c\u306b\u3001Python \u304c\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n| \u78ba\u304b\u3081\u308b\u3053\u3068 | \u898f\u5247 | \u7d50\u679c |\n|:--|:--|:--|\n| \u4f5c\u696d\u8005 | ID\u3067\u540d\u7c3f\u3092\u5f15\u3051\u308b\u304b\u3001\u6c0f\u540d\u304c\u5225\u8868\u8a18\u3092\u542b\u3081\u3066\u5f53\u305f\u308b\u304b | \u5f53\u305f\u3089\u306a\u3051\u308c\u3070 `needs_human` |\n| \u7f72\u540d | \u767a\u884c\u6a5f\u95a2\u30fb\u78ba\u8a8d\u8005\u306e\u6b04\u306b `SIGNATURE` \u304c\u691c\u51fa\u3055\u308c\u305f\u304b | \u7121\u3051\u308c\u3070 `unsigned` |\n| \u6709\u52b9\u671f\u9650 | \u671f\u9650\uff08\u7121\u3051\u308c\u3070\u8a66\u9a13\u65e5\u3068\u6709\u52b9\u306e\u898f\u5247\u304b\u3089\u8a08\u7b97\uff09\u304c\u4eca\u65e5\u3088\u308a\u5f8c\u304b | \u5207\u308c\u3066\u3044\u308c\u3070 `expired`\u300160\u65e5\u4ee5\u5185\u306a\u3089 `expiring` |\n| \u7d99\u7d9a\u306e\u78ba\u8a8d | \u6700\u5f8c\u306e\u78ba\u8a8d\u65e5\u304b\u3089\u3001\u898f\u5247\u306e\u9593\u9694\u3092\u904e\u304e\u3066\u3044\u306a\u3044\u304b | 30\u65e5\u4ee5\u5185\u306b\u904e\u304e\u308b\u306a\u3089 `continuity_due`\u3001\u904e\u304e\u3066\u3044\u308c\u3070 `expired` |\n| \u7bc4\u56f2 | \u914d\u7f6e\u306e\u4e88\u5b9a\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\u304c\u3001\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306b\u53ce\u307e\u308b\u304b | \u5916\u306a\u3089 `out_of_range` \u3068\u5916\u308c\u305f\u9805\u76ee |\n| \u7bc4\u56f2\u306e\u8aad\u307f\u53d6\u308a | `qualified_range.status` | `ambiguous` \u306a\u3089 `needs_human` |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u671f\u9650\u3068\u7d99\u7d9a\u306e\u78ba\u8a8d\u3092\u5225\u306e\u884c\u3067\u7167\u3089\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u8a3c\u660e\u66f8\u306e\u671f\u9650\u304c\u307e\u3060\u5148\u3067\u3082\u3001**\u7d99\u7d9a\u306e\u78ba\u8a8d\u304c\u9014\u5207\u308c\u3066\u3044\u308c\u3070\u6709\u52b9\u3067\u306f\u306a\u3044**\u3001\u3068\u3044\u3046\u898f\u683c\u306e\u4ed5\u7d44\u307f\u3092\u3001\u898f\u5247\u306e\u5074\u3067\u305d\u306e\u307e\u307e\u8868\u305b\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`out_of_range` \u3092\u300c\u5916\u308c\u305f\u9805\u76ee\u300d\u4ed8\u304d\u3067\u51fa\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u300c\u59ff\u52e2\u306f\u7bc4\u56f2\u5185\u3001\u677f\u539a\u304c\u7bc4\u56f2\u5916\u300d\u306e\u3088\u3046\u306b\u51fa\u308b\u306e\u3067\u3001**\u914d\u7f6e\u3092\u898b\u76f4\u3059\u5074\u304c\u3001\u5225\u306e\u4f5c\u696d\u8005\u3092\u63a2\u3059\u304b\u3001\u4f5c\u696d\u3092\u5206\u3051\u308b\u304b\u3092\u6c7a\u3081\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | \u8a3c\u660e\u66f8\u306e\u53d7\u3051\u53d6\u308a |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u30ad\u30fc\u3068\u5024\u3001\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u7f72\u540d |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u6574\u5f62\u3068\u3001\u5354\u529b\u4f1a\u793e\u3078\u306e\u9023\u7d61\u6587\u306e\u4e0b\u66f8\u304d |\n| \u540d\u7c3f\u30fb\u6709\u52b9\u306e\u898f\u5247\u30fb\u624b\u9806\u66f8\u306e\u8981\u6c42 | \u8aad\u307f\u53d6\u308a | \u7167\u5408\u306e\u6750\u6599 |\n| \u914d\u7f6e\u306e\u4e88\u5b9a\u8868 | \u6bce\u9031\u306e\u8aad\u307f\u53d6\u308a | \u7bc4\u56f2\u306e\u7167\u5408 |\n| \u8cc7\u683c\u53f0\u5e33 | \u78ba\u5b9a\u3057\u305f\u3082\u306e\u306e\u66f8\u304d\u8fbc\u307f | **\u62c5\u5f53\u8005\u304c\u78ba\u5b9a\u3057\u305f\u3082\u306e\u3060\u3051** |\n\n**\u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u7bc4\u56f2\u5916\u306e\u914d\u7f6e\u3092\u898b\u76f4\u3059\u306e\u306f\u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u3067\u3001**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u3069\u306e\u4f5c\u696d\u8005\u306e\u3069\u306e\u9805\u76ee\u304c\u7bc4\u56f2\u3092\u5916\u308c\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u4e8b\u5b9f\u307e\u3067\u3067\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `valid` \u4ee5\u5916\u306e\u4f5c\u696d\u8005\u3067\u3059\u3002**\n\n1. **`out_of_range` \u3068 `expired` \u3092\u6700\u512a\u5148\u3067\u898b\u308b** \u2026 \u305d\u306e\u4f5c\u696d\u8005\u304c\u4eca\u9031\u305d\u306e\u4f5c\u696d\u306b\u5165\u308b\u4e88\u5b9a\u304b\u3092\u78ba\u304b\u3081\u3001\u5165\u308b\u306a\u3089\u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u306b\u914d\u7f6e\u306e\u898b\u76f4\u3057\u3092\u983c\u307f\u307e\u3059\n2. **`unsigned` \u3092\u898b\u308b** \u2026 \u7f72\u540d\u306e\u6b04\u304c\u7a7a\u306a\u3089\u3001\u7f72\u540d\u306e\u3042\u308b\u8a3c\u660e\u66f8\u3092\u5354\u529b\u4f1a\u793e\u306b\u6c42\u3081\u307e\u3059\n3. **`continuity_due` \u3092\u898b\u308b** \u2026 \u5354\u529b\u4f1a\u793e\u306b\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\u3092\u6c42\u3081\u307e\u3059\n4. **`needs_human` \u3092\u898b\u308b** \u2026 \u7bc4\u56f2\u306e\u8aad\u307f\u53d6\u308a\u304c `ambiguous` \u306a\u3082\u306e\u306f\u3001\u8a3c\u660e\u66f8\u306e\u8868\u3092\u76ee\u3067\u898b\u3066\u7bc4\u56f2\u3092\u78ba\u5b9a\u3057\u307e\u3059\n5. **`expiring` \u306f\u9023\u7d61\u6587\u306e\u4e0b\u66f8\u304d\u3092\u78ba\u304b\u3081\u3066\u9001\u308b**\n\n**1\u756a\u76ee\u3067\u4e88\u5b9a\u3092\u5148\u306b\u78ba\u304b\u3081\u308b\u306e\u306f\u3001\u7bc4\u56f2\u5916\u306e\u4f5c\u696d\u8005\u3092\u5168\u54e1\u6b62\u3081\u308b\u5fc5\u8981\u306f\u7121\u3044\u304b\u3089\u3067\u3059\u3002** \u7bc4\u56f2\u5916\u306b\u306a\u308b\u306e\u306f\u3001\u305d\u306e\u4f5c\u696d\u306b\u914d\u7f6e\u3057\u305f\u3068\u304d\u3060\u3051\u3067\u3059\u3002**\u4e88\u5b9a\u304c\u7121\u3051\u308c\u3070\u3001\u53f0\u5e33\u306b\u5370\u3092\u4ed8\u3051\u3066\u304a\u304f\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001200\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** `valid` \u306f\u6570\u5206\u3001\u7bc4\u56f2\u306e\u8aad\u307f\u53d6\u308a\u3092\u76ee\u3067\u78ba\u304b\u3081\u308b\u3082\u306e\u306f15\u5206\u4ee5\u4e0a\u304b\u304b\u308b\u60f3\u5b9a\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| \u73fe\u5834\u3067\u64ae\u3063\u305f\u5199\u771f\u3067\u6587\u5b57\u304c\u5c0f\u3055\u3044 | \u6587\u5b57\u306e\u9ad8\u3055\u304c\u4e0b\u9650\u3092\u4e0b\u56de\u308b\u3002**\u5143\u306ePDF\u3092\u6c42\u3081\u308b** |\n| \u81ea\u56fd\u8a9e\u3060\u3051\u306e\u8a3c\u660e\u66f8\u3067\u8cea\u554f\u304c\u4f7f\u3048\u306a\u3044 | `FORMS` \u3068 `TABLES` \u3067\u8aad\u307f\u3001\u4e3b\u8981\u306a\u9805\u76ee\u306f\u751f\u6210AI\u304c\u30ad\u30fc\u3068\u5024\u304b\u3089\u62fe\u3046 |\n| \u6709\u52b9\u671f\u9650\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044 | \u8a66\u9a13\u65e5\u3068\u6709\u52b9\u306e\u898f\u5247\u304b\u3089\u898f\u5247\u306e\u5074\u3067\u8a08\u7b97\u3059\u308b |\n| 1\u540d\u306e\u8cc7\u683c\u304c\u8907\u6570\u30da\u30fc\u30b8\u306b\u307e\u305f\u304c\u308b | \u4f5c\u696d\u8005\u306eID\u3067\u675f\u306d\u3066\u304b\u3089\u7167\u3089\u3059 |\n| \u7bc4\u56f2\u306e\u5217\u304c\u8a66\u9a13\u306e\u6761\u4ef6\u3068\u533a\u5225\u3067\u304d\u306a\u3044 | `ambiguous` \u3067\u4eba\u3078\u3002**\u63a8\u3057\u91cf\u3089\u306a\u3044** |\n| \u540d\u7c3f\u306bID\u304c\u7121\u3044 | `needs_human`\u3002**\u540d\u7c3f\u306e\u66f4\u65b0\u306e\u9045\u308c\u304b\u3001\u5225\u4eba\u306e\u8a3c\u660e\u66f8\u304b** |\n| \u767a\u884c\u6a5f\u95a2\u306e\u7167\u4f1a\u3067\u771f\u507d\u3092\u78ba\u304b\u3081\u305f\u3044 | \u767a\u884c\u6a5f\u95a2\u306e\u7167\u4f1a\u306e\u4ed5\u7d44\u307f\u3092\u4eba\u304c\u4f7f\u3046\u3002\u3053\u306e\u69cb\u6210\u3067\u306f\u884c\u308f\u306a\u3044 |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**\u4e0b\u304b\u30892\u884c\u76ee\u306b\u3064\u3044\u3066\u3002** \u7c73\u56fd\u6eb6\u63a5\u5354\u4f1a\u306f\u3001\u8a8d\u5b9a\u6eb6\u63a5\u58eb\u306e\u767b\u9332\u306e\u4ed5\u7d44\u307f\u304c\u96c7\u7528\u4e3b\u306b\u3088\u308b\u78ba\u8a8d\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u3068\u6848\u5185\u3057\u3066\u3044\u307e\u3059\u3002**\u8a3c\u660e\u66f8\u306e\u771f\u507d\u304c\u7591\u308f\u3057\u3044\u3068\u304d\u306f\u3001\u767a\u884c\u6a5f\u95a2\u306e\u5074\u306e\u4ed5\u7d44\u307f\u3067\u78ba\u304b\u3081\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306e\u7d50\u679c\u3060\u3051\u3067\u771f\u507d\u306f\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u8a3c\u660e\u66f8\u306ePDF\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u9001\u308a\u5143\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08\u7f72\u540d\u306e\u691c\u51fa\u7d50\u679c\u3092\u542b\u3080\uff09\n- AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u7167\u5408\u306e\u7d50\u679c\n- \u7167\u5408\u306b\u4f7f\u3063\u305f**\u6709\u52b9\u306e\u898f\u5247\u30fb\u624b\u9806\u66f8\u306e\u8981\u6c42\u30fb\u914d\u7f6e\u306e\u4e88\u5b9a\u306e\u7248**\n- **\u4eba\u304c\u7bc4\u56f2\u3084\u5224\u5b9a\u3092\u78ba\u5b9a\u30fb\u5909\u66f4\u3057\u305f\u8a18\u9332**\n- \u5354\u529b\u4f1a\u793e\u3078\u306e\u9023\u7d61\u3068\u56de\u7b54\u3001\u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u3078\u306e\u914d\u7f6e\u306e\u898b\u76f4\u3057\u306e\u4f9d\u983c\n\n**\u300c\u914d\u7f6e\u306e\u4e88\u5b9a\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u6eb6\u63a5\u306e\u8a18\u9332\u3068\u8cc7\u683c\u3092\u5f8c\u304b\u3089\u7a81\u304d\u5408\u308f\u305b\u308b\u305f\u3081\u3067\u3059\u3002** \u691c\u67fb\u3067\u4e0d\u5177\u5408\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u3001**\u305d\u306e\u6eb6\u63a5\u3092\u3057\u305f\u6642\u70b9\u3067\u4f5c\u696d\u8005\u306e\u8cc7\u683c\u304c\u7bc4\u56f2\u5185\u3060\u3063\u305f\u304b**\u3092\u3001\u5f53\u6642\u306e\u4e88\u5b9a\u3068\u53f0\u5e33\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","minimal_setup":"1. \u624b\u5143\u306e\u8a3c\u660e\u66f8\u304b\u308910\u4ef6\u3092\u9078\u3076\uff08**\u898f\u683c\u306e\u9055\u3046\u3082\u306e\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u8a18\u9332\u3001\u7bc4\u56f2\u306e\u8868\u304c\u8907\u96d1\u306a\u3082\u306e\u3001\u7f72\u540d\u306e\u6b04\u304c\u7a7a\u306e\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. 10\u4ef6\u306b\u3064\u3044\u3066\u3001\u62c5\u5f53\u8005\u304c\u53f0\u5e33\u306b\u5165\u308c\u305f\u7bc4\u56f2\u3068\u671f\u9650\u3092\u66f8\u304d\u51fa\u3057\u3066\u304a\u304f\n3. \u8a3c\u660e\u66f8\u306ePDF\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\u304b\u3089\u3001\u6c0f\u540d\u30fbID\u30fb\u898f\u683c\u30fb\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\uff08\u7565\u53f7\u3068\u6570\u5b57\u306e\u539f\u6587\u306e\u307e\u307e\uff09\u30fb\u8a66\u9a13\u65e5\u30fb\u6709\u52b9\u671f\u9650\u3092\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a66\u9a13\u306e\u6761\u4ef6\u3068\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u3092\u533a\u5225\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300e\u4e0d\u660e\u300f\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8cc7\u683c\u304c\u6709\u52b9\u304b\u306f\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5185\u5bb9\u3092\u3001\u62c5\u5f53\u8005\u306e\u53f0\u5e33\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**10\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u7d44\u3080\u524d\u306b\u3001**\u300c\u8a66\u9a13\u306e\u6761\u4ef6\u3068\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u3092\u53d6\u308a\u9055\u3048\u305a\u306b\u8aad\u3081\u308b\u304b\u300d**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u62c5\u5f53\u8005\u306e\u53f0\u5e33\u3068\u540c\u3058\u7bc4\u56f2\u304c\u51fa\u305f | **OCR\u3068\u7167\u5408\u306e\u4ed5\u7d44\u307f\u306b\u9032\u3080** |\n| \u6709\u52b9\u671f\u9650\u3092\u8a66\u9a13\u65e5\u304b\u3089\u8a08\u7b97\u3057\u3066\u57cb\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u8a66\u9a13\u306e\u6761\u4ef6\u3092\u7bc4\u56f2\u3068\u3057\u3066\u8fd4\u3059 | **\u66f8\u5f0f\u3054\u3068\u306b\u5217\u898b\u51fa\u3057\u3092\u78ba\u304b\u3081\u308b\u3002** \u7bc4\u56f2\u306e\u5217\u306e\u898b\u51fa\u3057\u3092\u7565\u53f7\u306e\u5bfe\u5fdc\u8868\u306b\u6301\u305f\u305b\u308b |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u66f8\u5f0f\u306e\u554f\u984c\u3067\u3059\u3002** \u767a\u884c\u6a5f\u95a2\u3054\u3068\u306b\u5217\u898b\u51fa\u3057\u306e\u8a00\u3044\u65b9\u304c\u9055\u3046\u306e\u3067\u3001**\u300c\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u300d\u306b\u5f53\u305f\u308b\u5217\u898b\u51fa\u3057\u3092\u767a\u884c\u6a5f\u95a2\u3054\u3068\u306b\u8868\u306b\u3057\u3066\u304a\u304f**\u3068\u3001\u53d6\u308a\u9055\u3048\u304c\u6e1b\u308a\u307e\u3059\u3002","minimal_setup_short":"\u8a3c\u660e\u66f8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u7bc4\u56f2\u3068\u671f\u9650\u3092\u66f8\u304d\u51fa\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u8ee2\u8a18\u306e\u4e0b\u66f8\u304d","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3067\u8aad\u307f\u53d6\u308a\u3001\u6709\u52b9\u306e\u898f\u5247\u3068\u624b\u9806\u66f8\u306e\u8981\u6c42\u30fb\u914d\u7f6e\u306e\u4e88\u5b9a\u3067\u7167\u3089\u3057\u3001\u78ba\u8a8d\u306e\u4e00\u89a7\u3068\u6bce\u9031\u306e\u7167\u5408\u3092\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3001\u6574\u5f62\u3001\u7167\u5408\u3001\u6bce\u9031\u306e\u898b\u76f4\u3057","full_setup":"\u4e0a\u8a18\uff0b\u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u306e\u4ed5\u7d44\u307f\u3068\u3064\u306a\u304e\u3001\u7bc4\u56f2\u5916\u306e\u4f5c\u696d\u8005\u3092\u4e88\u5b9a\u306b\u5165\u308c\u3088\u3046\u3068\u3057\u305f\u6642\u70b9\u3067\u77e5\u3089\u305b\u308b \uff0f \u914d\u7f6e\u306e\u6bb5\u968e\u3067\u306e\u7167\u5408","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** 1\u4ef615\u5206\u304c6\u5206\u306b\u306a\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u3067\u306f\u914d\u7f6e\u306e\u4e88\u5b9a\u3092\u7acb\u3066\u308b\u6bb5\u968e\u3067\u7167\u3089\u305b\u307e\u3059\u304c\u3001\u4e88\u5b9a\u8868\u306e\u4ed5\u7d44\u307f\u3068\u306e\u9023\u643a\u306e\u958b\u767a\u304c\u8981\u308a\u307e\u3059\u3002** \u534a\u81ea\u52d5\u5316\u3067 `out_of_range` \u304c\u3069\u306e\u5de5\u7a0b\u3067\u591a\u304f\u51fa\u308b\u304b\u30923\u304b\u6708\u898b\u3066\u304b\u3089\u3001**\u51fa\u3084\u3059\u3044\u5de5\u7a0b\u306e\u4e88\u5b9a\u8868\u304b\u3089**\u3064\u306a\u304e\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u8a66\u9a13\u306e\u6761\u4ef6\u3092\u7bc4\u56f2\u3068\u3057\u3066\u8aad\u3080 | **\u8a8d\u3081\u3089\u308c\u308b\u7bc4\u56f2\u306e\u5217\u3060\u3051\u3092\u4f7f\u3046\u3002** \u533a\u5225\u3067\u304d\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| 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\u65e5\u4ed8\u306e\u6708\u3068\u65e5\u304c\u5165\u308c\u66ff\u308f\u308b | \u767a\u884c\u6a5f\u95a2\u3054\u3068\u306e\u66f8\u304d\u65b9\u3067\u6c7a\u3081\u6253\u3061\u3059\u308b |\n| \u540c\u3058\u4eba\u304c\u53f0\u5e33\u30672\u884c\u306b\u306a\u308b | ID\u3067\u7167\u3089\u3057\u3001\u6c0f\u540d\u306e\u5225\u8868\u8a18\u3092\u540d\u7c3f\u306b\u7a4d\u3080 |\n| \u7bc4\u56f2\u5916\u306e\u4f5c\u696d\u8005\u3092\u5168\u54e1\u6b62\u3081\u308b | \u4e88\u5b9a\u306e\u3042\u308b\u4f5c\u696d\u3060\u3051\u3092\u898b\u76f4\u3059 |\n| \u5354\u529b\u4f1a\u793e\u3078\u306e\u9023\u7d61\u3092\u81ea\u52d5\u3067\u9001\u308b | **\u4e0b\u66f8\u304d\u307e\u3067\u306b\u3059\u308b\u3002** \u9001\u308b\u306e\u306f\u62c5\u5f53\u8005 |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u300c\u7bc4\u56f2\u300d\u3084\u300c\u6709\u52b9\u300d\u3092\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u57cb\u3081\u3066\u3057\u307e\u3046\u3053\u3068\u304b\u3089\u51fa\u3066\u3044\u307e\u3059\u3002**\u66f8\u304b\u308c\u305f\u3082\u306e\u3060\u3051\u3092\u53d6\u308a\u3001\u898f\u683c\u306e\u898f\u5247\u306f\u8868\u3067\u6301\u3064\u3001\u3068\u3044\u3046\u5206\u3051\u65b9\u3092\u5d29\u3055\u306a\u3044\u3053\u3068\u3067\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u4f5c\u696d\u8005\u306e\u6c0f\u540d\u30fbID\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u6240\u5c5e\u30fb\u9854\u5199\u771f\uff08\u8a3c\u660e\u66f8\u306b\u4ed8\u3044\u3066\u3044\u308c\u3070\uff09\u3001\u8cc7\u683c\u306e\u5185\u5bb9\u3068\u8a66\u9a13\u306e\u7d50\u679c\u3067\u3059\u3002**\u6d77\u5916\u306e\u4f5c\u696d\u8005\u306e\u500b\u4eba\u60c5\u5831**\u3067\u3042\u308a\u3001\u305d\u306e\u56fd\u306e\u500b\u4eba\u60c5\u5831\u306e\u6c7a\u307e\u308a\u3082\u95a2\u308f\u308a\u307e\u3059\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u6574\u5f62\u306b\u5fc5\u8981\u306a\u9805\u76ee\u306b\u9650\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306e\u3046\u3061\u3001\u8cc7\u683c\u306b\u95a2\u308f\u308b\u90e8\u5206\u3060\u3051\u3067\u3059\u3002**\u9854\u5199\u771f\u306e\u9818\u57df\u3068\u751f\u5e74\u6708\u65e5\u306f\u6e21\u3057\u307e\u305b\u3093**\n2. **\u8cc7\u683c\u306e\u6709\u52b9\u3068\u914d\u7f6e\u306e\u5224\u65ad\u3092AI\u306b\u4efb\u305b\u306a\u3044** \u2026 \u7167\u3089\u3059\u306e\u306f\u898f\u5247\u3001\u5224\u65ad\u306f\u54c1\u8cea\u7ba1\u7406\u3068\u88fd\u9020\u90e8\u30fb\u5de5\u4e8b\u90e8\u3067\u3059\n3. **\u5354\u529b\u4f1a\u793e\u3078\u306e\u9023\u7d61\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u9023\u7d61\u6587\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\n4. **\u771f\u507d\u306e\u78ba\u304b\u3081\u3092\u8aad\u307f\u53d6\u308a\u3067\u6e08\u307e\u305b\u306a\u3044** \u2026 \u7591\u308f\u3057\u3044\u8a3c\u660e\u66f8\u306f\u3001\u767a\u884c\u6a5f\u95a2\u306e\u5074\u306e\u4ed5\u7d44\u307f\u3067\u78ba\u304b\u3081\u307e\u3059\n5. **\u4fdd\u5b58\u5148\u3092\u6697\u53f7\u5316\u3059\u308b** \u2026 \u975e\u540c\u671f\u306e\u5206\u6790\u3067\u306f\u3001\u7d50\u679c\u3092\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u306b\u51fa\u3057\u3001**KMS\u306e\u9375\u3067\u6697\u53f7\u5316**\u3059\u308b\u8a2d\u5b9a\u304c\u3067\u304d\u307e\u3059\n6. **\u898b\u3089\u308c\u308b\u4eba\u3092\u7d5e\u308b** \u2026 \u8cc7\u683c\u53f0\u5e33\u3068\u78ba\u8a8d\u306e\u4e00\u89a7\u306f\u3001\u6eb6\u63a5\u7ba1\u7406\u3068\u914d\u7f6e\u3092\u6c7a\u3081\u308b\u62c5\u5f53\u8005\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u7bc4\u56f2\u5916\u306e\u6eb6\u63a5\u3068\u3001\u6709\u52b9\u3067\u306a\u3044\u8cc7\u683c\u3067\u306e\u4f5c\u696d\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u8a66\u9a13\u306e\u6761\u4ef6\u3068\u7bc4\u56f2\u306e\u53d6\u308a\u9055\u3048\u3067\u3001\u5f8c\u8005\u306f\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u6f0f\u308c\u3067\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u7bc4\u56f2\u3092\u539f\u6587\u3067\u53d6\u308a\u3001\u898f\u683c\u306e\u898f\u5247\u3092\u8868\u3067\u7167\u3089\u3059\u8a2d\u8a08\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u5727\u529b\u5bb9\u5668\u30fb\u30d7\u30e9\u30f3\u30c8\u30fb\u92fc\u69cb\u9020\u7269\u306a\u3069\u3092\u6d77\u5916\u306e\u5de5\u5834\u3084\u5de5\u4e8b\u73fe\u5834\u3067\u88fd\u4f5c\u30fb\u636e\u3048\u4ed8\u3051\u308b\u30e1\u30fc\u30ab\u30fc\u3068\u5efa\u8a2d\u4f1a\u793e\u3002\u6d77\u5916\u306e\u5354\u529b\u4f1a\u793e\u304b\u3089\u6eb6\u63a5\u58eb\u3068\u975e\u7834\u58ca\u691c\u67fb\u306e\u691c\u67fb\u54e1\u3092\u53d7\u3051\u5165\u308c\u3001\u82f1\u6587\u306e\u8cc7\u683c\u8a3c\u660e\u66f8\u3084\u8cc7\u683c\u306e\u7d99\u7d9a\u306e\u8a18\u9332\u304c\u6708\u306b\u767e\u4ef6\u4ee5\u4e0a\u5c4a\u304f\u5834\u5408\u3002\u6eb6\u63a5\u306e\u4f5c\u696d\u3054\u3068\u306b\u6c42\u3081\u308b\u8cc7\u683c\u306e\u7bc4\u56f2\uff08\u6eb6\u63a5\u306e\u65b9\u6cd5\u30fb\u59ff\u52e2\u30fb\u677f\u539a\u306a\u3069\uff09\u304c\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u3067\u6c7a\u307e\u3063\u3066\u304a\u308a\u3001\u914d\u7f6e\u306e\u4e88\u5b9a\u3092\u8868\u3067\u6301\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u8cc7\u683c\u8a3c\u660e\u66f8\u304c\u65e5\u672c\u8a9e\u3067\u5c4a\u304f\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u307e\u305b\u3093\u3002\u56fd\u5185\u306e\u73fe\u5834\u306e\u8cc7\u683c\u8005\u8a3c\u306f UC-0450 \u306e\u69cb\u6210\u304c\u5411\u304d\u307e\u3059\uff09\u3002\u5354\u529b\u4f1a\u793e\u306e\u4f5c\u696d\u8005\u304c\u6570\u5341\u540d\u3067\u3001\u8cc7\u683c\u306e\u66f4\u65b0\u304c\u5e74\u306b\u6570\u56de\u306e\u5834\u5408\u3002\u8cc7\u683c\u306e\u6709\u52b9\u306e\u5224\u65ad\u3092\u767a\u884c\u6a5f\u95a2\u306e\u7167\u4f1a\u306e\u4ed5\u7d44\u307f\u3067\u6e08\u307e\u305b\u3066\u3044\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u8cc7\u683c\u304c\u898f\u683c\u4e0a\u6709\u52b9\u304b\u306e\u6700\u7d42\u7684\u306a\u5224\u65ad\u3068\u3001\u4f5c\u696d\u8005\u306e\u914d\u7f6e\u306e\u6c7a\u5b9a\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u898f\u5247\u306e\u8868\u3092\u8d77\u3053\u3059**\n\n\u53d7\u3051\u5165\u308c\u3066\u3044\u308b\u8cc7\u683c\u306e\u898f\u683c\u3054\u3068\u306b\u3001**\u6709\u52b9\u671f\u9593\u3001\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u9593\u9694\u3001\u66f4\u65b0\u306e\u6761\u4ef6**\u3092\u8868\u306b\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u3088\u304f\u4f7f\u3046\u6eb6\u63a5\u306e\u624b\u9806\u66f8\u306e\u8981\u6c42\uff08\u65b9\u6cd5\u30fb\u59ff\u52e2\u30fb\u6750\u6599\u30fb\u677f\u539a\u30fb\u7ba1\u306e\u5f84\uff09\u3092\u5217\u306b\u8d77\u3053\u3057\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a10\u4ef6\u3067\u8a66\u3059**\n\n\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u8a3c\u660e\u66f8\u304b\u3089\u7bc4\u56f2\u3068\u671f\u9650\u3092\u66f8\u304d\u51fa\u3055\u305b\u307e\u3059\u3002**\u8a66\u9a13\u306e\u6761\u4ef6\u3092\u7bc4\u56f2\u3068\u3057\u3066\u8fd4\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u671f\u9650\u3092\u8a08\u7b97\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u53f0\u5e33\u3092\u898b\u76f4\u3059**\n\n\u8cc7\u683c\u53f0\u5e33\u306b\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u65e5\u4ed8\u306e\u5217\u3092\u8db3\u3057\u3001\u4eca\u3042\u308b\u8a18\u9332\u3067\u57cb\u3081\u307e\u3059\u3002**\u7d99\u7d9a\u306e\u78ba\u8a8d\u304c\u9014\u5207\u308c\u3066\u3044\u308b\u4f5c\u696d\u8005\u306e\u6570\u3092\u6570\u3048\u307e\u3059\u3002** \u3053\u308c\u304c\u6700\u521d\u306e\u6708\u306e\u9023\u7d61\u306e\u5bfe\u8c61\u3067\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u304b\u3089\u78ba\u8a8d\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089 StartDocumentAnalysis \u3092\u547c\u3073\u3001\u6574\u5f62\u3068\u3001\u671f\u9650\u30fb\u7d99\u7d9a\u306e\u78ba\u8a8d\u306e\u7167\u5408\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u7bc4\u56f2\u306e\u7167\u5408\u306f\u624b\u3067\u884c\u3044\u3001\u4e00\u89a7\u306e\u5224\u5b9a\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u914d\u7f6e\u306e\u4e88\u5b9a\u8868\u3068\u306e\u7bc4\u56f2\u306e\u7167\u5408\u3068\u6bce\u9031\u306e\u898b\u76f4\u3057\u3092\u8db3\u3057\u3001`valid` \u4ee5\u5916\u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7f72\u540d\u306e\u78ba\u8a8d\u3068\u9023\u7d61\u6587\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef615\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u7bc4\u56f2\u5916\u306e\u914d\u7f6e\u304c\u691c\u67fb\u306e\u524d\u306b\u6bce\u9031\u62fe\u3048\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-0040","UC-0084","UC-0109","UC-0152"],"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| StartDocumentAnalysis \u304cJPEG\u30fbPNG\u30fbTIFF\u30fbPDF\u3092\u975e\u540c\u671f\u3067\u5206\u6790\u3057\u3001\u5b8c\u4e86\u3092SNS\u306b\u901a\u77e5\u3057\u3001`GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308b\u3053\u3068\u3002`FeatureTypes` \u306b `TABLES`\u30fb`FORMS`\u30fb`QUERIES`\u30fb`SIGNATURES`\u30fb`LAYOUT` \u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002`ClientRequestToken` \u3067\u4e8c\u91cd\u8d77\u52d5\u3092\u9632\u3052\u308b\u3053\u3068\u3001`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068\u3001`OutputConfig` \u3068 `KMSKeyId` \u3067\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u3078\u306e\u51fa\u529b\u3068\u6697\u53f7\u5316\u304c\u3067\u304d\u308b\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-06 |\n| AnalyzeDocument \u304c\u30ad\u30fc\u3068\u5024\uff08`KEY_VALUE_SET`\uff09\u3001\u8868\u3068\u30bb\u30eb\u3001\u8cea\u554f\uff08`QUERY`\u30fb`QUERY_RESULT`\uff09\u3001\u7f72\u540d\uff08`SIGNATURE` \u306e\u584a\u304c\u7f72\u540d\u306e\u4f4d\u7f6e\u3092\u6301\u3064\uff09\u3092\u8fd4\u3059\u3053\u3068\u3002`QueriesConfig` \u304c `Text`\u30fb`Alias`\u30fb`Pages` \u3092\u6301\u3064\u3053\u3068 | [AWS: AnalyzeDocument](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_AnalyzeDocument.html) | 2026-10-06 |\n| \u8cea\u554f\u306e\u7b54\u3048\u304c `QUERY_RESULT` \u3068\u3057\u3066\u4fe1\u983c\u5ea6\u3068\u3068\u3082\u306b\u8fd4\u308a\u3001\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u7a7a\u306e\u307e\u307e\u8fd4\u308b\u3053\u3068 | [AWS: Queries](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-06 |\n| \u540c\u671f\u306e\u51e6\u7406\u304cPDF\u30671\u30da\u30fc\u30b8\u30fb10MB\u307e\u3067\u3001\u975e\u540c\u671f\u304cPDF\u3067500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3001XFA\u5f62\u5f0f\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u306ePDF\u306f\u4e0d\u53ef\u3001\u5bfe\u5fdc\u8a00\u8a9e\u304c6\u8a00\u8a9e\u3067\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u3001\u8cea\u554f\u306e\u691c\u51fa\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3001\u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\uff08150dpi\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-06 |\n| \u7c73\u56fd\u6eb6\u63a5\u5354\u4f1a\u306e\u8a8d\u5b9a\u6eb6\u63a5\u58eb\u306e\u5236\u5ea6\u3067\u30016\u304b\u6708\u3054\u3068\u306b\u8a8d\u5b9a\u3055\u308c\u305f\u6eb6\u63a5\u306e\u65b9\u6cd5\u3067\u4f5c\u696d\u3092\u7d9a\u3051\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u66f8\u985e\u3092\u51fa\u3059\u5fc5\u8981\u304c\u3042\u308a\u3001\u7d99\u7d9a\u304c\u4fdd\u3066\u306a\u3044\u3068\u8a8d\u5b9a\u304c\u7121\u52b9\u306b\u306a\u308a\u518d\u8a66\u9a13\u304c\u8981\u308b\u5834\u5408\u304c\u3042\u308b\u3053\u3068\u3002\u8a8d\u5b9a\u6eb6\u63a5\u58eb\u306e\u767b\u9332\u306e\u4ed5\u7d44\u307f\u304c\u96c7\u7528\u4e3b\u306b\u3088\u308b\u78ba\u8a8d\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u3053\u3068 | [American Welding Society: Certified Welder Program](https:\/\/www.aws.org\/certification-and-education\/professional-certification\/certified-welder-program\/) | 2026-10-06 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format`\uff08`type: 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