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\u30b9\u30da\u30a4\u30f3\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u306e\u5831\u544a\u66f8\u306f\u6587\u5b57\u306f\u691c\u51fa\u3067\u304d\u3066\u3082\u8cea\u554f\u304c\u4f7f\u3048\u307e\u305b\u3093\u3002**\u5168\u6587\u306b\u82f1\u8a9e\u306e\u898b\u51fa\u3057\u304c\u307b\u3068\u3093\u3069\u7121\u3051\u308c\u3070\u3001\u8cea\u554f\u3092\u5f53\u3066\u305a\u306b\u4eba\u306b\u56de\u3057\u307e\u3059**\n6. **\u624b\u66f8\u304d\u306e\u7528\u7d19\u306e\u78ba\u8a8d** \u2026 \u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u7528\u7d19\u306e\u76ee\u76db\u308a\u3078\u306e\u5370\u306f\u3001\u6587\u5b57\u3067\u306f\u306a\u3044\u305f\u3081\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u306b\u3057\u307e\u305b\u3093\u3002**\u5408\u8a08\u306e\u6b04\u306b\u66f8\u304b\u308c\u305f\u6570\u5b57\u3060\u3051\u3092\u8aad\u307f\u307e\u3059**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u5831\u544a\u66f8\u304b\u3089\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u5024\u3092\u3001\u7269\u5dee\u3057\u3068\u6839\u62e0\u306e\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6\u3092\u6dfb\u3048\u3066\u8aad\u307f\u53d6\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u305d\u308d\u3048\u65b9\u3068\u7167\u5408\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u5f8c\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u898f\u5247\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u8aad\u307f\u53d6\u308b\u9805\u76ee | \u4e2d\u8eab | \u8aad\u307f\u53d6\u308c\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u30ed\u30c3\u30c8\u756a\u53f7 | \u8f38\u51fa\u8005\u306e\u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u888b\u306e\u8868\u793a | \u5408\u308f\u306a\u3051\u308c\u3070 `mismatch`\u3002**\u7d50\u3073\u4ed8\u3051\u304c\u3067\u304d\u306a\u3044** |\n| \u7523\u5730\u30fb\u54c1\u7a2e\u30fb\u7cbe\u9078\u65b9\u6cd5\u30fb\u7b49\u7d1a | \u30ed\u30c3\u30c8\u306e\u5c5e\u6027 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u6c34\u5206 | \u6c34\u5206\u306e\u5024\u3068\u5358\u4f4d | \u5358\u4f4d\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unit_unknown` |\n| \u6b20\u70b9\u306e\u8868 | \u6b20\u70b9\u306e\u540d\u524d\u30fb\u533a\u5206\u30fb\u7c92\u6570 | \u9805\u76ee\u8868\u306b\u7121\u3044\u540d\u524d\u306f `unmapped` |\n| \u8a66\u6599\u306e\u91cf | \u6b20\u70b9\u3092\u6570\u3048\u305f\u8a66\u6599\u306e\u30b0\u30e9\u30e0\u6570 | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `basis_unknown` |\n| \u30b9\u30af\u30ea\u30fc\u30f3\u306e\u5206\u5e03 | \u7be9\u306e\u756a\u53f7\u3054\u3068\u306e\u5272\u5408 | \u8868\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `not_found` |\n| \u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u8a55\u4fa1 | \u5408\u8a08\u306e\u70b9\u6570\u30fb\u8a55\u4fa1\u3068\u3001**\u7528\u7d19\u306e\u7a2e\u985e** | \u7528\u7d19\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `scale_unknown` |\n\n**\u8a66\u6599\u306e\u91cf\u3068\u7528\u7d19\u306e\u7a2e\u985e\u3092\u72ec\u7acb\u3057\u3066\u8aad\u3080\u306e\u304c\u3001\u3053\u306e\u8868\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u5831\u544a\u66f8\u306e\u9685\u306b\u5c0f\u3055\u304f\u66f8\u304b\u308c\u308b\u304b\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `basis_unknown`\u30fb`scale_unknown` \u3068\u3057\u3066\u3001\u6570\u5b57\u304c\u3042\u3063\u3066\u3082\u7167\u5408\u306b\u4f7f\u3044\u307e\u305b\u3093\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u30b9\u30da\u30b7\u30e3\u30eb\u30c6\u30a3\u304b\u3069\u3046\u304b\u3001\u7b49\u7d1a\u306b\u5f53\u305f\u308b\u304b\u306e\u7d50\u8ad6 | \u81ea\u793e\u306e\u57fa\u6e96\u3068\u5951\u7d04\u3067\u6c7a\u307e\u308b\u3002\u898f\u5247\u3067\u7167\u3089\u3057\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u627f\u8a8d\u30fb\u7533\u3057\u7acb\u3066\u306e\u5224\u65ad | \u8f38\u51fa\u8005\u3068\u306e\u95a2\u4fc2\u3068\u6b21\u306e\u8cb7\u4ed8\u306b\u95a2\u308f\u308b\u3002\u4eba\u304c\u6c7a\u3081\u308b |\n| \u7269\u5dee\u3057\u306e\u63db\u7b97 | \u53e4\u3044\u7528\u7d19\u306e\u70b9\u6570\u3068 CVA \u306e\u8a55\u4fa1\u3092\u63db\u7b97\u3059\u308b\u6c7a\u307e\u308a\u306f\u7121\u3044 |\n| \u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u306e\u88dc\u5b8c | \u524d\u56de\u306e\u30ed\u30c3\u30c8\u3084\u5951\u7d04\u306e\u5024\u3067\u57cb\u3081\u306a\u3044 |","prompt_example":"AWS Textract \u3078\u306e\u6307\u793a\u306f\u3001\u82f1\u8a9e\u306e\u8cea\u554f\u306e\u4e00\u89a7\u3067\u3059\u3002**\u5225\u540d\u3092\u4ed8\u3051\u3066\u3001\u53d7\u3051\u53d6\u308b\u5074\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u9805\u76ee\u3092\u53d6\u308a\u9055\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n```\nQueriesConfig:\n  Queries:\n    - Text: \"What is the lot number or ICO mark?\"\n      Alias: LOT_NO\n      Pages: [\"*\"]\n    - Text: \"What is the country and region of origin?\"\n      Alias: ORIGIN\n      Pages: [\"*\"]\n    - Text: \"What is the processing method?\"\n      Alias: PROCESS\n      Pages: [\"*\"]\n    - Text: \"What is the grade?\"\n      Alias: GRADE\n      Pages: [\"*\"]\n    - Text: \"What is the moisture content?\"\n      Alias: MOISTURE\n      Pages: [\"*\"]\n    - Text: \"What is the sample weight in grams used for defect count?\"\n      Alias: SAMPLE_WEIGHT\n      Pages: [\"*\"]\n    - Text: \"What is the total number of full defects?\"\n      Alias: TOTAL_DEFECTS\n      Pages: [\"*\"]\n    - Text: \"What is the total cupping score?\"\n      Alias: CUP_SCORE\n      Pages: [\"*\"]\n    - Text: \"Which cupping form or protocol was used?\"\n      Alias: CUP_FORM\n      Pages: [\"*\"]\n```\n\n\u53d7\u3051\u53d6\u3063\u305f\u7b54\u3048\u3068\u8868\u306b\u5bfe\u3057\u3066\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u6b21\u306e\u6c7a\u307e\u308a\u3092\u5f53\u3066\u307e\u3059\u3002**\u3053\u308c\u304c\u5b9f\u8cea\u7684\u306a\u300c\u6307\u793a\u300d\u3067\u3059\u3002**\n\n```\n\u3010\u7b54\u3048\u3068\u8868\u306e\u6271\u3044\u306e\u6c7a\u307e\u308a\u3011\n1. \u7b54\u3048\u304c\u7a7a\u306e\u9805\u76ee\u306f not_found \u3068\u3059\u308b\u3002\u524d\u56de\u306e\u30ed\u30c3\u30c8\u3084\u5951\u7d04\u306e\u5024\u3067\u57cb\u3081\u306a\u3044\u3002\n2. \u4fe1\u983c\u5ea6\u304c\u6c7a\u3081\u305f\u5024\u3092\u4e0b\u56de\u308b\u9805\u76ee\u306f unreadable \u3068\u3057\u3001\u5024\u306f\u53c2\u8003\u3068\u3057\u3066\u6b8b\u3059\u3002\n3. LOT_NO \u306f\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u30ed\u30c3\u30c8\u756a\u53f7\u3068\u6bd4\u3079\u3001\u5408\u308f\u306a\u3051\u308c\u3070 mismatch \u3068\u3057\u3001\n   \u53f0\u5e33\u306e\u884c\u306b\u7d50\u3073\u4ed8\u3051\u306a\u3044\u3002\n4. \u6b20\u70b9\u306e\u8868\u306f\u5217\u898b\u51fa\u3057\u3067\u5217\u3092\u6c7a\u3081\u308b\u3002\u898b\u51fa\u3057\u304c\u7121\u3044\u8868\u306f cannot_parse \u3068\u3057\u3001\n   \u5217\u306e\u4f4d\u7f6e\u3067\u6c7a\u3081\u306a\u3044\u3002\n5. \u6b20\u70b9\u306e\u540d\u524d\u306f\u9805\u76ee\u8868\u3067\u81ea\u793e\u306e\u540d\u524d\u3068\u533a\u5206\u306b\u305d\u308d\u3048\u308b\u3002\u8868\u306b\u7121\u3044\u540d\u524d\u306f\n   unmapped \u3068\u3057\u3001\u4f3c\u305f\u540d\u524d\u306b\u5bc4\u305b\u306a\u3044\u3002\u533a\u5206\u306f\u5831\u544a\u66f8\u306e\u533a\u5206\u3067\u306f\u306a\u304f\n   \u81ea\u793e\u306e\u9805\u76ee\u8868\u306e\u533a\u5206\u3092\u4f7f\u3044\u3001\u5831\u544a\u66f8\u306e\u533a\u5206\u306f\u53c2\u8003\u3068\u3057\u3066\u4e26\u3079\u308b\u3002\n6. TOTAL_DEFECTS \u306f\u8868\u304b\u3089\u6570\u3048\u76f4\u3057\u305f\u5024\u3068\u6bd4\u3079\u3001\u9055\u3048\u3070\n   count_mismatch \u3068\u3059\u308b\u3002\u3069\u3061\u3089\u304b\u306b\u5bc4\u305b\u306a\u3044\u3002\n7. SAMPLE_WEIGHT \u304c\u7a7a\u306a\u3089 basis_unknown \u3068\u3057\u3001\u6b20\u70b9\u6570\u3092\u5951\u7d04\u306e\u4e0a\u9650\u3068\u6bd4\u3079\u306a\u3044\u3002\n8. CUP_FORM \u3068\u5168\u6587\u306e\u8a9e\u304b\u3089\u3001\u8a55\u4fa1\u306e\u7528\u7d19\u3092 sca_2004 \uff0f cva \uff0f unknown \u306b\n   \u5206\u3051\u308b\u3002\u5951\u7d04\u306e\u7528\u7d19\u3068\u9055\u3048\u3070 scale_mismatch \u3068\u3057\u3001\u70b9\u6570\u3092\u6bd4\u3079\u306a\u3044\u3002\n9. \u6c34\u5206\u306f % \u3092\u57fa\u6e96\u306b\u305d\u308d\u3048\u308b\u3002\u63db\u7b97\u306e\u6c7a\u307e\u308a\u306b\u7121\u3044\u5358\u4f4d\u306f unit_unknown \u3068\u3059\u308b\u3002\n```\n\n**7\u756a\u76ee\u30688\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** \u8a66\u6599\u306e\u91cf\u304c\u9055\u3048\u3070\u540c\u3058\u6b20\u70b9\u6570\u3067\u3082\u610f\u5473\u304c\u9055\u3044\u3001\u7528\u7d19\u304c\u9055\u3048\u3070\u540c\u3058\u6570\u5b57\u3067\u3082\u610f\u5473\u304c\u9055\u3044\u307e\u3059\u3002**\u6bd4\u3079\u3089\u308c\u306a\u3044\u3082\u306e\u3092\u6bd4\u3079\u306a\u3044\u3053\u3068\u3092\u3001\u898f\u5247\u306e\u5074\u3067\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**\n\n**5\u756a\u76ee\u3067\u5831\u544a\u66f8\u306e\u533a\u5206\u3092\u4f7f\u308f\u306a\u3044\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u540c\u3058\u6b20\u70b9\u3092\u8f38\u51fa\u8005\u306b\u3088\u3063\u3066\u533a\u52061\u3068\u3082\u533a\u52062\u3068\u3082\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u3001**\u57fa\u6e96\u306f\u81ea\u793e\u306e\u5074\u306b\u305d\u308d\u3048\u307e\u3059\u3002**","output_data":"**\u8aad\u307f\u53d6\u308a\u3068\u7167\u5408\u306e\u7d50\u679c\u3092\u3001\u30ed\u30c3\u30c8\u3054\u3068\u306b\u6b21\u306e\u5f62\u306eJSON\u306b\u307e\u3068\u3081\u3066\u53f0\u5e33\u3078\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"lot_no\": \"ETH-2026-0412\",\n  \"report_type\": \"pre_shipment | arrival\",\n  \"attributes\": { \"origin\": \"\", \"process\": \"\", \"grade\": \"\" },\n  \"moisture\": { \"value\": 0, \"unit\": \"%\", \"status\": \"ok | unit_unknown | not_found\" },\n  \"defects\": {\n    \"sample_weight_g\": 0, \"basis\": \"ok | basis_unknown\",\n    \"rows\": [ { \"lab_name\": \"Full Black\", \"own_name\": \"full_black\",\n                \"own_category\": 1, \"lab_category\": 1, \"count\": 0,\n                \"status\": \"ok | unmapped\" } ],\n    \"total_report\": 0, \"total_recount\": 0\n  },\n  \"cupping\": { \"score\": 0, \"form\": \"sca_2004 | cva | unknown\",\n               \"status\": \"ok | scale_unknown | scale_mismatch\" },\n  \"contract_check\": [\n    { \"item\": \"moisture\", \"limit\": \"\", \"result\": \"within | out_of_range | cannot_check\" }\n  ],\n  \"arrival_diff\": [\n    { \"item\": \"moisture\", \"pre_shipment\": 0, \"arrival\": 0, \"diff\": 0,\n      \"result\": \"within | over_tolerance | waiting_arrival\" }\n  ],\n  \"verdict\": \"confirm | review | urgent\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u6570\u5b57\u3068\u7269\u5dee\u3057\u3092\u540c\u3058\u8981\u7d20\u306b\u5165\u308c\u3066\u304a\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `defects.basis` \u3068 `cupping.form` \u304c\u6570\u5b57\u306e\u96a3\u306b\u3042\u308a\u3001**\u53f0\u5e33\u3092\u5f8c\u304b\u3089\u8aad\u3080\u4eba\u306b\u3082\u3001\u4f55\u3092\u6bd4\u3079\u3066\u3088\u3044\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`arrival_diff` \u3092\u5f8c\u304b\u3089\u57cb\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u51fa\u8377\u524d\u306e\u5831\u544a\u66f8\u3092\u8aad\u3093\u3060\u6642\u70b9\u3067\u306f `waiting_arrival` \u306e\u307e\u307e\u53f0\u5e33\u306b\u7f6e\u304d\u3001**\u5165\u8377\u5f8c\u306e\u691c\u67fb\u304c\u51fa\u305f\u3068\u304d\u306b\u540c\u3058\u884c\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\n\n| `verdict` | \u6761\u4ef6 | \u62c5\u5f53\u8005\u306e\u6271\u3044 |\n|:--|:--|:--|\n| `confirm` | \u30ed\u30c3\u30c8\u756a\u53f7\u304c\u4e00\u81f4\u3057\u3001\u5168\u9805\u76ee\u304c `within`\u3001\u7269\u5dee\u3057\u304c\u5951\u7d04\u3068\u540c\u3058 | \u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u78ba\u5b9a |\n| `review` | `unmapped`\u30fb`basis_unknown`\u30fb`scale_mismatch`\u30fb`count_mismatch`\u30fb`unreadable` \u306e\u3069\u308c\u304b\u304c\u3042\u308b | \u5831\u544a\u66f8\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n| `urgent` | \u51fa\u8377\u524d\u306e\u8a66\u6599\u3067\u5951\u7d04\u306e\u6761\u4ef6\u3092\u5916\u308c\u308b\u9805\u76ee\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u5165\u8377\u5f8c\u306e\u5dee\u304c\u5e45\u306e\u5916 | \u5f53\u65e5\u4e2d\u306b\u8cfc\u8cb7\u306e\u62c5\u5f53\u3068\u76f8\u8ac7\u3059\u308b |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | \u5831\u544a\u66f8\u306e\u53d7\u3051\u4ed8\u3051 |\n| AWS Textract | `StartDocumentAnalysis` \u3068 `GetDocumentAnalysis` | \u5831\u544a\u66f8\u306e\u8aad\u307f\u53d6\u308a |\n| \u8cb7\u4ed8\u306e\u5951\u7d04\u30fb\u81ea\u793e\u306e\u691c\u67fb\u306e\u8a18\u9332\u30fb\u9805\u76ee\u8868 | \u8aad\u307f\u53d6\u308a\u306e\u307f | \u54c1\u8cea\u6761\u4ef6\u30fb\u5165\u8377\u5f8c\u306e\u5024\u30fb\u6b20\u70b9\u306e\u533a\u5206\u3092\u5f15\u304f |\n| \u5165\u8377\u30ed\u30c3\u30c8\u306e\u53f0\u5e33 | \u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306e\u884c\u306e\u66f8\u304d\u8fbc\u307f | \u7167\u5408\u306e\u7d50\u679c\u3068\u6839\u62e0\u3064\u304d\u306e\u884c\u3092\u4f5c\u308b |\n\n**\u8f38\u51fa\u8005\u306b\u306f\u4f55\u3082\u9001\u308a\u307e\u305b\u3093\u3002** \u627f\u8a8d\u3059\u308b\u304b\u3001\u6761\u4ef6\u306e\u5916\u308c\u3092\u4f1d\u3048\u308b\u304b\u306f\u3001**\u54c1\u8cea\u7ba1\u7406\u3068\u8cfc\u8cb7\u304c\u6c7a\u3081\u3066\u4eba\u304c\u9023\u7d61\u3057\u307e\u3059\u3002** \u8aad\u307f\u9055\u30441\u3064\u3067\u627f\u8a8d\u3084\u7533\u3057\u7acb\u3066\u304c\u6d41\u308c\u308b\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `review` \u3068 `urgent` \u306e\u884c\u3060\u3051\u3067\u3059\u3002** \u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e6.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`urgent` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5831\u544a\u66f8\u306e\u753b\u50cf\u3067\u3001\u5916\u308c\u305f\u9805\u76ee\u306e\u6570\u5b57\u3068\u5358\u4f4d\u3092\u81ea\u5206\u306e\u76ee\u3067\u8aad\u307f\u76f4\u3057\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3067 `urgent` \u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u521d\u306b\u78ba\u304b\u3081\u307e\u3059**\n2. **\u7269\u5dee\u3057\u306e\u9055\u3044\u3092\u78ba\u304b\u3081\u308b** \u2026 `scale_mismatch` \u3084 `basis_unknown` \u306f\u3001\u8f38\u51fa\u8005\u306b\u7528\u7d19\u3084\u8a66\u6599\u306e\u91cf\u3092\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u3001\u81ea\u793e\u306e\u691c\u67fb\u3092\u5f85\u3064\u304b\u3092\u6c7a\u3081\u307e\u3059\n3. **`unmapped` \u306e\u6b20\u70b9\u306e\u540d\u524d\u3092\u9805\u76ee\u8868\u306b\u8db3\u3059** \u2026 \u540c\u3058\u8abf\u3079\u3082\u306e\u3092\u4e8c\u5ea6\u3057\u306a\u3044\u305f\u3081\u306e\u4f5c\u696d\u3067\u3059\n4. **\u78ba\u5b9a\u3059\u308b** \u2026 \u8aad\u307f\u53d6\u308a\u306e\u5024\u3068\u76f4\u3057\u305f\u5024\u306e\u4e21\u65b9\u3092\u6b8b\u3057\u307e\u3059","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30ed\u30c3\u30c8\u756a\u53f7\u304c\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u5408\u308f\u306a\u3044 | `mismatch`\u3002**\u53f0\u5e33\u306b\u7d50\u3073\u4ed8\u3051\u305a\u3001\u62c5\u5f53\u8005\u304c\u30ed\u30c3\u30c8\u3092\u78ba\u304b\u3081\u308b** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u5831\u544a\u66f8 | \u8cea\u554f\u306f\u82f1\u8a9e\u306e\u307f\u3002**\u4eba\u304c\u8aad\u3080\u304b\u3001\u82f1\u8a9e\u306e\u7248\u3092\u8f38\u51fa\u8005\u306b\u983c\u3080** |\n| \u624b\u66f8\u304d\u306e\u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u7528\u7d19\u3060\u3051 | \u5408\u8a08\u306e\u6b04\u304c\u7121\u3051\u308c\u3070 `not_found`\u3002**\u76ee\u76db\u308a\u306e\u5370\u306f\u8aad\u307e\u306a\u3044** |\n| \u6b20\u70b9\u306e\u8868\u306e\u898b\u51fa\u3057\u304c\u8aad\u3081\u306a\u3044 | `cannot_parse`\u3002**\u5217\u306e\u4f4d\u7f6e\u3067\u6c7a\u3081\u305a\u306b\u4eba\u3078** |\n| \u540c\u3058\u30ed\u30c3\u30c8\u306e\u5831\u544a\u66f8\u304c2\u901a\u5c4a\u3044\u305f | \u518d\u691c\u67fb\u306e\u3053\u3068\u3082\u3042\u308b\u3002**\u5dee\u3057\u66ff\u3048\u306b\u305b\u305a\u4e21\u65b9\u3092\u6b8b\u3059** |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | PDF\u306f\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3002**\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| \u8aad\u307f\u53d6\u308a\u304c\u5931\u6557\u3057\u305f | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059 |","log_storage":"- \u5831\u544a\u66f8\u306e\u5143\u306e\u30d5\u30a1\u30a4\u30eb\u3001AWS Textract \u306e\u7d50\u679c\u306e\u5168\u6587\uff08JSON\uff09\u3068 `JobId`\n- \u305d\u308d\u3048\u305f\u5f8c\u306e\u5024\u3068**\u305d\u308d\u3048\u65b9\u306e\u8a18\u9332**\u3001\u7167\u5408\u306e\u7d50\u679c\u3068**\u305d\u306e\u3068\u304d\u306e\u9805\u76ee\u8868\u30fb\u5224\u5b9a\u306e\u6c7a\u307e\u308a\u306e\u7248**\n- \u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u9805\u76ee\u3068\u76f4\u3059\u524d\u306e\u5024\u3001\u8f38\u51fa\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u305f\u5185\u5bb9\u3068\u56de\u7b54\n- **\u8f38\u51fa\u8005\u3054\u3068\u306e\u3001\u51fa\u8377\u524d\u3068\u5165\u8377\u5f8c\u306e\u5dee\u306e\u50be\u5411**\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u6b21\u306e\u8cb7\u4ed8\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7523\u5730\u306e\u8a55\u4fa1\u3068\u81ea\u793e\u306e\u8a55\u4fa1\u306e\u5dee\u304c\u8f38\u51fa\u8005\u3054\u3068\u306b\u5206\u304b\u308c\u3070\u3001**\u3069\u306e\u8f38\u51fa\u8005\u306e\u5831\u544a\u66f8\u3092\u3069\u308c\u3060\u3051\u4fe1\u3058\u3066\u3088\u3044\u304b\u304c\u6570\u5b57\u3067\u898b\u3048\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":40,"assumption_workdays":20,"volume_month":40,"before_minutes_per_case":33,"after_minutes_per_case":9,"hourly_cost":3500,"before_hours_month":22,"after_hours_month":6,"saved_hours_month":16,"reduction_rate":73,"saved_hours_year":192,"annual_cost_effect":672000,"summary":"\u7523\u5730\u306e\u8f38\u51fa\u8005\u3084\u691c\u67fb\u6a5f\u95a2\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u751f\u8c46\u306e\u54c1\u8cea\u5831\u544a\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u6b20\u70b9\u6570\u30fb\u6c34\u5206\u30fb\u30b9\u30af\u30ea\u30fc\u30f3\u30fb\u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u8a55\u4fa1\u3092\u5165\u8377\u30ed\u30c3\u30c8\u306e\u53f0\u5e33\u306b\u5199\u3057\u307e\u3059\u3002\u5951\u7d04\u306e\u54c1\u8cea\u6761\u4ef6\u3068\u5165\u8377\u5f8c\u306e\u81ea\u793e\u306e\u691c\u67fb\u3068\u7167\u3089\u3057\u3001\u5dee\u306e\u3042\u308b\u30ed\u30c3\u30c8\u3092\u62c5\u5f53\u8005\u306b\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u8f38\u51fa\u8005\u304b\u3089\u5c4a\u3044\u305f\u54c1\u8cea\u5831\u544a\u66f8\u306ePDF\u3092\u958b\u304d\u3001\u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u7523\u5730\u30fb\u54c1\u7a2e\u30fb\u7cbe\u9078\u65b9\u6cd5\u30fb\u7b49\u7d1a\u3092\u53f0\u5e33\u306b\u5199\u3059\n2. \u6c34\u5206\u3001\u6b20\u70b9\u306e\u6570\uff08\u7a2e\u985e\u3054\u3068\u30fb\u533a\u5206\u3054\u3068\uff09\u3001\u30b9\u30af\u30ea\u30fc\u30f3\u306e\u5206\u5e03\u3001\u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u8a55\u4fa1\u3092\u53f0\u5e33\u306b\u5199\u3059\n3. \u8cb7\u4ed8\u306e\u5951\u7d04\u306e\u8a18\u9332\u3092\u63a2\u3057\u3001\u305d\u306e\u30ed\u30c3\u30c8\u306e\u54c1\u8cea\u6761\u4ef6\uff08\u7b49\u7d1a\u30fb\u6b20\u70b9\u306e\u4e0a\u9650\u30fb\u6c34\u5206\u306e\u7bc4\u56f2\u30fb\u8a55\u4fa1\u306e\u4e0b\u9650\uff09\u3068\u898b\u6bd4\u3079\u308b\n4. \u5165\u8377\u5f8c\u306b\u81ea\u793e\u3067\u691c\u67fb\u3057\u305f\u5024\u304c\u51fa\u305f\u3089\u3001\u51fa\u8377\u524d\u306e\u5024\u3068\u4e26\u3079\u3066\u5dee\u3092\u8a08\u7b97\u3059\u308b\n5. \u5831\u544a\u66f8\u306e\u30ab\u30c3\u30d4\u30f3\u30b0\u304c\u3069\u306e\u7528\u7d19\u306e\u8a55\u4fa1\u304b\u3001\u6b20\u70b9\u3092\u4f55\u30b0\u30e9\u30e0\u3067\u6570\u3048\u305f\u304b\u3092\u30e1\u30e2\u306b\u66f8\u304f\n6. \u5dee\u3084\u6761\u4ef6\u306e\u5916\u308c\u304c\u3042\u308c\u3070\u3001\u8cfc\u8cb7\u306e\u62c5\u5f53\u3068\u76f8\u8ac7\u3057\u3001\u8f38\u51fa\u8005\u3078\u306e\u9023\u7d61\u3092\u691c\u8a0e\u3059\u308b\n\n**\uff08a\uff09\u8ee2\u8a18\u304c\u91cd\u3044\u3002** 1\u901a\u306b\u6b20\u70b9\u306e\u7a2e\u985e\u3054\u3068\u306e\u7c92\u6570\u3084\u30b9\u30af\u30ea\u30fc\u30f3\u306e\u5206\u5e03\u306e\u8868\u304c\u3042\u308a\u3001**\u5199\u3059\u6570\u5b57\u304c\u6570\u5341\u306b\u306a\u308a\u307e\u3059\u3002** \u8868\u306e\u884c\u3068\u5217\u3092\u53d6\u308a\u9055\u3048\u3066\u3082\u3001\u53f0\u5e33\u306e\u4e0a\u3067\u306f\u76ee\u7acb\u3061\u307e\u305b\u3093\u3002\n\n**\uff08b\uff09\u7269\u5dee\u3057\u306e\u9055\u3044\u304c\u8a18\u9332\u306b\u6b8b\u3089\u306a\u3044\u3002** 5\u756a\u76ee\u306e\u30e1\u30e2\u306f\u62c5\u5f53\u8005\u306e\u624b\u5143\u306b\u3057\u304b\u6b8b\u3089\u305a\u3001**\u5f8c\u304b\u3089\u53f0\u5e33\u3092\u898b\u305f\u4eba\u306f\u3001\u53e4\u3044\u7528\u7d19\u306e\u70b9\u6570\u3068\u65b0\u3057\u3044\u8a55\u4fa1\u3092\u540c\u3058\u5217\u3067\u6bd4\u3079\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\n\n**\uff08c\uff09\u51fa\u8377\u524d\u3068\u5165\u8377\u5f8c\u306e\u5dee\u304c\u898b\u3048\u306a\u3044\u3002** 4\u756a\u76ee\u306f\u5165\u8377\u5f8c\u306e\u691c\u67fb\u304c\u51fa\u308b\u307e\u3067\u6570\u9031\u9593\u3042\u304d\u3001**\u305d\u306e\u307e\u307e\u5fd8\u308c\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u7523\u5730\u3067\u306e\u8a55\u4fa1\u3068\u81ea\u793e\u306e\u8a55\u4fa1\u304c\u3069\u308c\u3060\u3051\u305a\u308c\u308b\u304b\u304c\u3001\u8f38\u51fa\u8005\u3054\u3068\u306b\u6b8b\u308a\u307e\u305b\u3093\u3002\n\n**\uff08d\uff09\u5224\u65ad\u304c\u62c5\u5f53\u8005\u306e\u7d4c\u9a13\u306b\u5bc4\u308b\u3002** \u3069\u306e\u5dee\u3092\u554f\u984c\u306b\u3059\u308b\u304b\u304c\u62c5\u5f53\u8005\u3054\u3068\u306b\u9055\u3044\u3001**\u5f15\u304d\u7d99\u304e\u306e\u3068\u304d\u306b\u57fa\u6e96\u304c\u5909\u308f\u308a\u307e\u3059\u3002**","before_flow_steps":["\u8f38\u51fa\u8005\u304b\u3089\u5c4a\u3044\u305f\u54c1\u8cea\u5831\u544a\u66f8\u306ePDF\u3092\u958b\u304d\u3001\u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u7523\u5730\u30fb\u54c1\u7a2e\u30fb\u7cbe\u9078\u65b9\u6cd5\u30fb\u7b49\u7d1a\u3092\u53f0\u5e33\u306b\u5199\u3059","\u6c34\u5206\u3001\u6b20\u70b9\u306e\u6570\uff08\u7a2e\u985e\u3054\u3068\u30fb\u533a\u5206\u3054\u3068\uff09\u3001\u30b9\u30af\u30ea\u30fc\u30f3\u306e\u5206\u5e03\u3001\u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u8a55\u4fa1\u3092\u53f0\u5e33\u306b\u5199\u3059","\u8cb7\u4ed8\u306e\u5951\u7d04\u306e\u8a18\u9332\u3092\u63a2\u3057\u3001\u305d\u306e\u30ed\u30c3\u30c8\u306e\u54c1\u8cea\u6761\u4ef6\uff08\u7b49\u7d1a\u30fb\u6b20\u70b9\u306e\u4e0a\u9650\u30fb\u6c34\u5206\u306e\u7bc4\u56f2\u30fb\u8a55\u4fa1\u306e\u4e0b\u9650\uff09\u3068\u898b\u6bd4\u3079\u308b","\u5165\u8377\u5f8c\u306b\u81ea\u793e\u3067\u691c\u67fb\u3057\u305f\u5024\u304c\u51fa\u305f\u3089\u3001\u51fa\u8377\u524d\u306e\u5024\u3068\u4e26\u3079\u3066\u5dee\u3092\u8a08\u7b97\u3059\u308b","\u5831\u544a\u66f8\u306e\u30ab\u30c3\u30d4\u30f3\u30b0\u304c\u3069\u306e\u7528\u7d19\u306e\u8a55\u4fa1\u304b\u3001\u6b20\u70b9\u3092\u4f55\u30b0\u30e9\u30e0\u3067\u6570\u3048\u305f\u304b\u3092\u30e1\u30e2\u306b\u66f8\u304f","\u5dee\u3084\u6761\u4ef6\u306e\u5916\u308c\u304c\u3042\u308c\u3070\u3001\u8cfc\u8cb7\u306e\u62c5\u5f53\u3068\u76f8\u8ac7\u3057\u3001\u8f38\u51fa\u8005\u3078\u306e\u9023\u7d61\u3092\u691c\u8a0e\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u5c4a\u3044\u305f\u54c1\u8cea\u5831\u544a\u66f8\u3092\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u30ed\u30c3\u30c8\u756a\u53f7\u3092\u4ed8\u3051\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u7f6e\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u6587\u5b57\u306e\u5927\u304d\u3055\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u5831\u544a\u66f8\u3092\u8aad\u307f\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u5168\u6587\u3092\u4fe1\u983c\u5ea6\u3064\u304d\u3067\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u6b20\u70b9\u306e\u540d\u524d\u30fb\u533a\u5206\u30fb\u5358\u4f4d\u3092\u81ea\u793e\u306e\u9805\u76ee\u8868\u306b\u305d\u308d\u3048\u3001**\u8a66\u6599\u306e\u91cf\u3068\u8a55\u4fa1\u306e\u7528\u7d19\u3092\u7269\u5dee\u3057\u3068\u3057\u3066\u8a18\u9332\u3059\u308b**\n5. **\u3010\u81ea\u52d5\u3011** \u8cb7\u4ed8\u306e\u5951\u7d04\u306e\u8a18\u9332\u304b\u3089\u54c1\u8cea\u6761\u4ef6\u3092\u5f15\u304d\u3001\u7269\u5dee\u3057\u304c\u540c\u3058\u9805\u76ee\u3060\u3051\u3092\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u5165\u8377\u5f8c\u306e\u81ea\u793e\u306e\u691c\u67fb\u304c\u51fa\u3066\u3044\u308c\u3070\u3001\u51fa\u8377\u524d\u306e\u5024\u3068\u4e26\u3079\u3066\u5dee\u3092\u51fa\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u53f0\u5e33\u306b\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306e\u884c\u3092\u4f5c\u308a\u3001\u7167\u5408\u306e\u7d50\u679c\u3068\u6839\u62e0\u3092\u4ed8\u3051\u308b\n8. **\u3010\u4eba\u3011** \u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u304c\u3001\u6761\u4ef6\u306e\u5916\u308c\u30fb\u5dee\u30fb\u7269\u5dee\u3057\u306e\u9055\u3044\u30fb\u8aad\u307f\u53d6\u308a\u306e\u602a\u3057\u3044\u9805\u76ee\u304c\u51fa\u305f\u884c\u3060\u3051\u3092\u78ba\u304b\u3081\u308b\n9. **\u3010\u4eba\u3011** \u8cfc\u8cb7\u306e\u62c5\u5f53\u3068\u3001\u627f\u8a8d\u30fb\u8f38\u51fa\u8005\u3078\u306e\u9023\u7d61\u30fb\u6b21\u306e\u8cb7\u4ed8\u3078\u306e\u53cd\u6620\u3092\u6c7a\u3081\u308b\n\n**4\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u6570\u5b57\u3068\u7269\u5dee\u3057\u3092\u5225\u306e\u5217\u306b\u6301\u3064\u3053\u3068\u3067\u3001**\u7269\u5dee\u3057\u304c\u9055\u3046\u6570\u5b57\u3069\u3046\u3057\u3092\u898f\u5247\u306e\u5074\u3067\u6bd4\u3079\u306a\u3044\u3088\u3046\u306b\u3067\u304d\u307e\u3059\u3002**\n\n**8\u756a\u76ee\u3067\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u4f55\u304b\u51fa\u305f\u884c\u3060\u3051\u3067\u3059\u3002** \u4f55\u3082\u51fa\u306a\u304b\u3063\u305f\u30ed\u30c3\u30c8\u306f\u3001\u4e00\u89a7\u3067\u7b49\u7d1a\u3068\u6c34\u5206\u3068\u8a55\u4fa1\u3092\u6d41\u3057\u898b\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u5c4a\u3044\u305f\u54c1\u8cea\u5831\u544a\u66f8\u3092\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u30ed\u30c3\u30c8\u756a\u53f7\u3092\u4ed8\u3051\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u7f6e\u304f","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u6587\u5b57\u306e\u5927\u304d\u3055\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u5831\u544a\u66f8\u3092\u8aad\u307f\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u5168\u6587\u3092\u4fe1\u983c\u5ea6\u3064\u304d\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u6b20\u70b9\u306e\u540d\u524d\u30fb\u533a\u5206\u30fb\u5358\u4f4d\u3092\u81ea\u793e\u306e\u9805\u76ee\u8868\u306b\u305d\u308d\u3048\u3001**\u8a66\u6599\u306e\u91cf\u3068\u8a55\u4fa1\u306e\u7528\u7d19\u3092\u7269\u5dee\u3057\u3068\u3057\u3066\u8a18\u9332\u3059\u308b**","**\u3010\u81ea\u52d5\u3011** \u8cb7\u4ed8\u306e\u5951\u7d04\u306e\u8a18\u9332\u304b\u3089\u54c1\u8cea\u6761\u4ef6\u3092\u5f15\u304d\u3001\u7269\u5dee\u3057\u304c\u540c\u3058\u9805\u76ee\u3060\u3051\u3092\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u5165\u8377\u5f8c\u306e\u81ea\u793e\u306e\u691c\u67fb\u304c\u51fa\u3066\u3044\u308c\u3070\u3001\u51fa\u8377\u524d\u306e\u5024\u3068\u4e26\u3079\u3066\u5dee\u3092\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u53f0\u5e33\u306b\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306e\u884c\u3092\u4f5c\u308a\u3001\u7167\u5408\u306e\u7d50\u679c\u3068\u6839\u62e0\u3092\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u304c\u3001\u6761\u4ef6\u306e\u5916\u308c\u30fb\u5dee\u30fb\u7269\u5dee\u3057\u306e\u9055\u3044\u30fb\u8aad\u307f\u53d6\u308a\u306e\u602a\u3057\u3044\u9805\u76ee\u304c\u51fa\u305f\u884c\u3060\u3051\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u8cfc\u8cb7\u306e\u62c5\u5f53\u3068\u3001\u627f\u8a8d\u30fb\u8f38\u51fa\u8005\u3078\u306e\u9023\u7d61\u30fb\u6b21\u306e\u8cb7\u4ed8\u3078\u306e\u53cd\u6620\u3092\u6c7a\u3081\u308b"],"architecture":"```\n\u7523\u5730\u304b\u3089\u306e\u54c1\u8cea\u5831\u544a\u66f8\uff08PDF\u30fb\u30b9\u30ad\u30e3\u30f3\uff09\n   \u2502  \u62c5\u5f53\u8005\u304c\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u30ed\u30c3\u30c8\u756a\u53f7\u3092\u4ed8\u3051\u308b\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda\n   \u251c\u2500\u2500\u25b6 \u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aQUERIES\u30fbTABLES\u30fbFORMS\uff09\n   \u2502   \u8cea\u554f\u3078\u306e\u7b54\u3048\u30fb\u8868\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u5168\u6587\u3092\u4fe1\u983c\u5ea6\u3064\u304d\u3067\u8fd4\u3059\n   \u25bc  \u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\nAWS Lambda\uff08Python\uff09\n   \u2502   \u2460 \u6b20\u70b9\u306e\u540d\u524d\u30fb\u533a\u5206\u30fb\u5358\u4f4d\u3092\u305d\u308d\u3048\u3001\u7269\u5dee\u3057\u3092\u8a18\u9332\u3059\u308b\n   \u2502   \u2461 \u5951\u7d04\u306e\u54c1\u8cea\u6761\u4ef6\u3068\u3001\u7269\u5dee\u3057\u304c\u540c\u3058\u9805\u76ee\u3060\u3051\u3092\u7167\u3089\u3059\n   \u2502   \u2462 \u5165\u8377\u5f8c\u306e\u81ea\u793e\u306e\u691c\u67fb\u3068\u4e26\u3079\u3066\u5dee\u3092\u51fa\u3059\n   \u25bc\n\u5165\u8377\u30ed\u30c3\u30c8\u306e\u53f0\u5e33\u306b\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306e\u884c\uff08\u7167\u5408\u306e\u7d50\u679c\u3068\u6839\u62e0\u3064\u304d\uff09\n   \u25bc\n\u3010\u4eba\u304c\u6761\u4ef6\u306e\u5916\u308c\u30fb\u5dee\u30fb\u7269\u5dee\u3057\u306e\u9055\u3044\u306e\u3042\u308b\u3082\u306e\u3060\u3051\u78ba\u8a8d\u3011\n   \u2514\u2500\u2500\u25b6 \u627f\u8a8d\u30fb\u8f38\u51fa\u8005\u3078\u306e\u9023\u7d61\u30fb\u6b21\u306e\u8cb7\u4ed8\u3078\u306e\u53cd\u6620\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08AnalyzeDocument \u306e\u975e\u540c\u671f\u51e6\u7406\u3002QUERIES\u30fbTABLES\u30fbFORMS\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u5dee\u7570\u8a08\u7b97 | \u5951\u7d04\u306e\u54c1\u8cea\u6761\u4ef6\u30fb\u5165\u8377\u5f8c\u306e\u81ea\u793e\u306e\u691c\u67fb\u3068\u306e\u7167\u5408\uff08Python\u3002AWS Lambda \u3067\u52d5\u304b\u3059\uff09 | \u2500 |\n| \u9023\u643a | AWS Lambda\uff08S3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u7d50\u679c\u3092\u53f0\u5e33\u3078\u66f8\u304f\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u5831\u544a\u66f8\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n| \u901a\u77e5 | Amazon SNS\uff08\u8aad\u307f\u53d6\u308a\u306e\u5b8c\u4e86\u306e\u901a\u77e5\uff09 | Amazon SQS |\n\n**\u53f0\u5e33\u3068\u8cb7\u4ed8\u306e\u5951\u7d04\u306e\u8a18\u9332\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u53f0\u5e33\u306b\u300c\u8a66\u6599\u306e\u91cf\u300d\u300c\u8a55\u4fa1\u306e\u7528\u7d19\u300d\u306e\u5217\u3092\u8db3\u3057\u3001**\u5951\u7d04\u306e\u8a18\u9332\u306e\u54c1\u8cea\u6761\u4ef6\u3092\u3001\u81ea\u7531\u8a18\u8ff0\u304b\u3089\u9805\u76ee\u3054\u3068\u306e\u8868\u306b\u76f4\u3057\u307e\u3059\u3002** \u81ea\u7531\u8a18\u8ff0\u306e\u307e\u307e\u3060\u3068\u3001\u7167\u3089\u3059\u76f8\u624b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002\n\n**\u65b0\u3057\u304f\u4f5c\u308b\u306e\u306f\u3001\u6b20\u70b9\u306e\u9805\u76ee\u8868\u3067\u3059\u3002** \u300cFull Black\u300d\u300cBlack\u300d\u300cFull Sour\u300d\u306e\u3088\u3046\u306a\u8f38\u51fa\u8005\u3054\u3068\u306e\u8a00\u3044\u65b9\u3068\u3001\u305d\u306e\u6b20\u70b9\u3092\u533a\u52061\u30fb\u533a\u52062\u306e\u3069\u3061\u3089\u3067\u6271\u3046\u304b\u3092\u3001\u81ea\u793e\u306e\u57fa\u6e96\u30671\u884c\u305a\u3064\u6301\u3061\u307e\u3059\u3002**\u533a\u5206\u306e\u4ed8\u3051\u65b9\u306f\u81ea\u793e\u306e\u54c1\u8cea\u7ba1\u7406\u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f AWS Textract \u306e\u6587\u66f8\u5206\u6790\u3067\u3059\u3002** \u5168\u6587\u306b\u52a0\u3048\u3066\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3001**\u300c\u8cea\u554f\uff08Queries\uff09\u300d\u3078\u306e\u7b54\u3048**\u3092\u8fd4\u3057\u307e\u3059\u3002\u8868\u306f\u30bb\u30eb\u30fb\u7d50\u5408\u30bb\u30eb\u30fb\u5217\u898b\u51fa\u3057\u30fb\u8868\u306e\u984c\u3068\u811a\u6ce8\u307e\u3067\u5206\u3051\u3066\u8fd4\u308a\u3001**\u6b20\u70b9\u306e\u8868\u3084\u30b9\u30af\u30ea\u30fc\u30f3\u306e\u5206\u5e03\u306e\u8868\u3092\u884c\u3054\u3068\u306b\u53d6\u308a\u51fa\u305b\u307e\u3059\u3002** \u4e00\u65b9\u3067\u3001\u8cea\u554f\u306b\u3088\u308b\u62bd\u51fa\u3068\u624b\u66f8\u304d\u306e\u8a8d\u8b58\u306f\u82f1\u8a9e\u3060\u3051\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u5831\u544a\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u51fa\u8377\u524d\u306e\u8a66\u6599\u306f\u627f\u8a8d\u3092\u5f85\u3063\u3066\u8239\u7a4d\u307f\u304c\u6b62\u307e\u3063\u3066\u3044\u308b\u305f\u3081\u3001**\u5c4a\u3044\u305f\u65e5\u306e\u3046\u3061\u306b\u7167\u5408\u306e\u7d50\u679c\u3092\u51fa\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** \u5b9a\u6642\u306e\u5b9f\u884c\u3067\u306f\u306a\u304f\u3001\u5c4a\u3044\u305f\u305d\u306e\u5834\u3067\u52d5\u304b\u3057\u307e\u3059\u3002\n\n\u30d5\u30a1\u30a4\u30eb\u306f\u62c5\u5f53\u8005\u304c **`<\u30ed\u30c3\u30c8\u756a\u53f7>_PSS.pdf`\uff08\u51fa\u8377\u524d\u306e\u8a66\u6599\uff09\u3001`<\u30ed\u30c3\u30c8\u756a\u53f7>_ARR.pdf`\uff08\u5165\u8377\u5f8c\u306e\u691c\u67fb\uff09\u306e\u5f62\u306b\u3057\u3066\u7f6e\u304d\u307e\u3059\u3002** \u672b\u5c3e\u3067\u66f8\u985e\u306e\u7a2e\u985e\u3092\u5206\u3051\u3001\u30ed\u30c3\u30c8\u756a\u53f7\u3067\u53f0\u5e33\u306e\u884c\u3068\u7d50\u3073\u4ed8\u3051\u307e\u3059\u3002\n\nS3 \u3078\u306e\u4fdd\u5b58\u3092 AWS Lambda \u304c\u53d7\u3051\u3001`StartDocumentAnalysis` \u3092\u547c\u3073\u307e\u3059\u3002**\u5831\u544a\u66f8\u306f2\u301c3\u30da\u30fc\u30b8\u306e\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3001\u975e\u540c\u671f\u306b\u305d\u308d\u3048\u307e\u3059\u3002** `ClientRequestToken` \u306b\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u5165\u308c\u308b\u3068\u3001**\u4e8c\u5ea6\u7f6e\u3044\u3066\u3082\u540c\u3058 `JobId` \u304c\u8fd4\u308a\u3001\u4e8c\u91cd\u306b\u8aad\u307f\u307e\u305b\u3093\u3002** \u5b8c\u4e86\u306f Amazon SNS \u306b\u5c4a\u304d\u3001`GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002**\u7d50\u679c\u306f\u65e2\u5b9a\u30677\u65e5\u9593\u3057\u304b\u53d6\u308c\u306a\u3044\u305f\u3081\u3001\u3059\u3050 S3 \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u54c1\u8cea\u5831\u544a\u66f8 | \u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u7523\u5730\u30fb\u54c1\u7a2e\u30fb\u7cbe\u9078\u65b9\u6cd5\u30fb\u7b49\u7d1a\u30fb\u6c34\u5206\u30fb\u6b20\u70b9\u306e\u8868\u30fb\u30b9\u30af\u30ea\u30fc\u30f3\u306e\u5206\u5e03\u30fb\u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u8a55\u4fa1 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 |\n| \u8cb7\u4ed8\u306e\u5951\u7d04 | \u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u7b49\u7d1a\u30fb\u6b20\u70b9\u306e\u4e0a\u9650\u30fb\u6c34\u5206\u306e\u7bc4\u56f2\u30fb\u30b9\u30af\u30ea\u30fc\u30f3\u30fb\u8a55\u4fa1\u306e\u4e0b\u9650\u3068\u3001**\u8a55\u4fa1\u306e\u7528\u7d19** | \u5951\u7d04\u306e\u8a18\u9332\uff08\u9805\u76ee\u3054\u3068\u306e\u8868\uff09 |\n| \u5165\u8377\u5f8c\u306e\u81ea\u793e\u306e\u691c\u67fb | \u5165\u8377\u5f8c\u306e\u8a66\u6599\u306e\u6c34\u5206\u30fb\u6b20\u70b9\u30fb\u30b9\u30af\u30ea\u30fc\u30f3\u30fb\u8a55\u4fa1\u3068\u3001\u8a66\u6599\u306e\u91cf\u30fb\u8a55\u4fa1\u306e\u7528\u7d19 | \u81ea\u793e\u306e\u691c\u67fb\u306e\u8a18\u9332 |\n| \u6b20\u70b9\u306e\u9805\u76ee\u8868 | \u6b20\u70b9\u306e\u8a00\u3044\u65b9\u3068\u3001\u81ea\u793e\u306e\u533a\u5206\uff08\u533a\u52061\u30fb\u533a\u52062\uff09\u306e\u5bfe\u5fdc | \u54c1\u8cea\u7ba1\u7406\u304c\u80b2\u3066\u308b\u8868 |\n| \u5224\u5b9a\u306e\u6c7a\u307e\u308a | \u51fa\u8377\u524d\u3068\u5165\u8377\u5f8c\u306e\u5dee\u3092\u300c\u5dee\u3042\u308a\u300d\u3068\u3059\u308b\u5e45\u3001\u8a55\u4fa1\u306e\u5dee\u3092\u300c\u8981\u78ba\u8a8d\u300d\u3068\u3059\u308b\u5e45 | \u54c1\u8cea\u7ba1\u7406\u3068\u8cfc\u8cb7\u304c\u6c7a\u3081\u305f\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5951\u7d04\u306e\u8a18\u9332\u306b\u300c\u8a55\u4fa1\u306e\u7528\u7d19\u300d\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002** \u5951\u7d04\u306e\u8a55\u4fa1\u306e\u4e0b\u9650\u304c2004\u5e74\u306e\u7528\u7d19\u306e\u70b9\u6570\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u306e\u306b\u3001\u5831\u544a\u66f8\u304c CVA \u306e\u8a55\u4fa1\u306a\u3089\u3001**\u6570\u5b57\u306f\u4e26\u3093\u3067\u3082\u6bd4\u3079\u3089\u308c\u307e\u305b\u3093\u3002** \u305d\u306e\u3068\u304d\u306f\u7167\u5408\u3092\u305b\u305a\u3001\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f `StartDocumentAnalysis` \u306b `FeatureTypes` \u3068\u3057\u3066 `QUERIES`\u3001`TABLES`\u3001`FORMS` \u3092\u6307\u5b9a\u3057\u3066\u884c\u3044\u307e\u3059\u3002**\u5168\u6587\u306e\u884c\u3068\u5358\u8a9e\u306f\u3001\u6307\u5b9a\u3057\u305f\u6a5f\u80fd\u306b\u304b\u304b\u308f\u3089\u305a\u8fd4\u308a\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u306e\u6a5f\u80fd\u3067 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8cea\u554f\u3078\u306e\u7b54\u3048 | `QUERIES` | \u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u7523\u5730\u30fb\u7b49\u7d1a\u30fb\u6c34\u5206\u30fb\u8a66\u6599\u306e\u91cf\u30fb\u8a55\u4fa1\u306e\u5408\u8a08\u306a\u3069\u30011\u3064\u306e\u5024\u306e\u9805\u76ee |\n| \u8868 | `TABLES` | **\u6b20\u70b9\u306e\u8868**\u3068\u30b9\u30af\u30ea\u30fc\u30f3\u306e\u5206\u5e03\u306e\u8868\u3002\u884c\u3054\u3068\u306b\u540d\u524d\u30fb\u533a\u5206\u30fb\u7c92\u6570\u3092\u53d6\u308b |\n| \u30ad\u30fc\u3068\u5024 | `FORMS` | \u300cMoisture: 11.2%\u300d\u306e\u3088\u3046\u306b\u898b\u51fa\u3057\u3068\u5024\u304c\u4e26\u3076\u6b04 |\n| \u5168\u6587\u306e\u884c\u3068\u5358\u8a9e | \u5e38\u306b\u8fd4\u308b | \u7b54\u3048\u306e\u4f4d\u7f6e\u306e\u78ba\u304b\u3081\u3068\u3001\u7528\u7d19\u306e\u540d\u524d\uff08\u300cCVA\u300d\u300cAffective\u300d\u306a\u3069\uff09\u3092\u63a2\u3059\u6750\u6599 |\n\n**\u6b20\u70b9\u306f\u8cea\u554f\u3067\u306f\u306a\u304f\u8868\u3067\u53d6\u308a\u307e\u3059\u3002** \u6b20\u70b9\u306e\u7a2e\u985e\u306f\u5341\u6570\u884c\u3042\u308a\u3001**\u8868\u306a\u3089\u5217\u898b\u51fa\u3057\u3067\u300c\u540d\u524d\u300d\u300c\u533a\u5206\u300d\u300c\u7c92\u6570\u300d\u300c\u63db\u7b97\u3057\u305f\u6b20\u70b9\u6570\u300d\u306e\u5217\u3092\u5206\u3051\u3066\u53d6\u308c\u308b\u304b\u3089\u3067\u3059\u3002** \u8868\u306e `CELL` \u306b\u306f\u884c\u3068\u5217\u306e\u4f4d\u7f6e\u3068\u5217\u898b\u51fa\u3057\u306e\u5370\u304c\u4ed8\u304f\u306e\u3067\u3001\u5217\u898b\u51fa\u3057\u3067\u5217\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n**\u8cea\u554f\u306f\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u3001\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u306b\u3057\u304b\u5f53\u305f\u308a\u307e\u305b\u3093\u3002** \u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u8a55\u4fa1\u306f2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306b\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001`Pages: [\"*\"]` \u3092\u4ed8\u3051\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3002XFA\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u307e\u305b\u3093\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u4e0d\u53ef\u3067\u3059\u3002**\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u8f38\u51fa\u8005\u306b\u983c\u307f\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u5bf8\u6cd5\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067 JPEG \u3068 PNG \u306f10MB\u3001PDF \u3068 TIFF \u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3001\u753b\u50cf\u306f\u3069\u306e\u8fba\u308210,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3067\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\uff08150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09\u3092\u4e0b\u56de\u308b\u3068\u691c\u51fa\u3055\u308c\u307e\u305b\u3093\u3002**\u6b20\u70b9\u306e\u8868\u306f\u5c0f\u3055\u306a\u5b57\u306a\u306e\u3067\u3001\u7e2e\u5c0f\u3057\u3059\u304e\u307e\u305b\u3093**\n5. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u30b9\u30da\u30a4\u30f3\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u306e\u5831\u544a\u66f8\u306f\u6587\u5b57\u306f\u691c\u51fa\u3067\u304d\u3066\u3082\u8cea\u554f\u304c\u4f7f\u3048\u307e\u305b\u3093\u3002**\u5168\u6587\u306b\u82f1\u8a9e\u306e\u898b\u51fa\u3057\u304c\u307b\u3068\u3093\u3069\u7121\u3051\u308c\u3070\u3001\u8cea\u554f\u3092\u5f53\u3066\u305a\u306b\u4eba\u306b\u56de\u3057\u307e\u3059**\n6. **\u624b\u66f8\u304d\u306e\u7528\u7d19\u306e\u78ba\u8a8d** \u2026 \u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u7528\u7d19\u306e\u76ee\u76db\u308a\u3078\u306e\u5370\u306f\u3001\u6587\u5b57\u3067\u306f\u306a\u3044\u305f\u3081\u8aad\u307f\u53d6\u308a\u306e\u5bfe\u8c61\u306b\u3057\u307e\u305b\u3093\u3002**\u5408\u8a08\u306e\u6b04\u306b\u66f8\u304b\u308c\u305f\u6570\u5b57\u3060\u3051\u3092\u8aad\u307f\u307e\u3059**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u5831\u544a\u66f8\u304b\u3089\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u5024\u3092\u3001\u7269\u5dee\u3057\u3068\u6839\u62e0\u306e\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6\u3092\u6dfb\u3048\u3066\u8aad\u307f\u53d6\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u305d\u308d\u3048\u65b9\u3068\u7167\u5408\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u5f8c\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u898f\u5247\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u8aad\u307f\u53d6\u308b\u9805\u76ee | \u4e2d\u8eab | \u8aad\u307f\u53d6\u308c\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u30ed\u30c3\u30c8\u756a\u53f7 | \u8f38\u51fa\u8005\u306e\u30ed\u30c3\u30c8\u756a\u53f7\u30fb\u888b\u306e\u8868\u793a | \u5408\u308f\u306a\u3051\u308c\u3070 `mismatch`\u3002**\u7d50\u3073\u4ed8\u3051\u304c\u3067\u304d\u306a\u3044** |\n| \u7523\u5730\u30fb\u54c1\u7a2e\u30fb\u7cbe\u9078\u65b9\u6cd5\u30fb\u7b49\u7d1a | \u30ed\u30c3\u30c8\u306e\u5c5e\u6027 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u6c34\u5206 | \u6c34\u5206\u306e\u5024\u3068\u5358\u4f4d | \u5358\u4f4d\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unit_unknown` |\n| \u6b20\u70b9\u306e\u8868 | \u6b20\u70b9\u306e\u540d\u524d\u30fb\u533a\u5206\u30fb\u7c92\u6570 | \u9805\u76ee\u8868\u306b\u7121\u3044\u540d\u524d\u306f `unmapped` |\n| \u8a66\u6599\u306e\u91cf | \u6b20\u70b9\u3092\u6570\u3048\u305f\u8a66\u6599\u306e\u30b0\u30e9\u30e0\u6570 | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `basis_unknown` |\n| \u30b9\u30af\u30ea\u30fc\u30f3\u306e\u5206\u5e03 | \u7be9\u306e\u756a\u53f7\u3054\u3068\u306e\u5272\u5408 | \u8868\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `not_found` |\n| \u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u8a55\u4fa1 | \u5408\u8a08\u306e\u70b9\u6570\u30fb\u8a55\u4fa1\u3068\u3001**\u7528\u7d19\u306e\u7a2e\u985e** | \u7528\u7d19\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `scale_unknown` |\n\n**\u8a66\u6599\u306e\u91cf\u3068\u7528\u7d19\u306e\u7a2e\u985e\u3092\u72ec\u7acb\u3057\u3066\u8aad\u3080\u306e\u304c\u3001\u3053\u306e\u8868\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u5831\u544a\u66f8\u306e\u9685\u306b\u5c0f\u3055\u304f\u66f8\u304b\u308c\u308b\u304b\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `basis_unknown`\u30fb`scale_unknown` \u3068\u3057\u3066\u3001\u6570\u5b57\u304c\u3042\u3063\u3066\u3082\u7167\u5408\u306b\u4f7f\u3044\u307e\u305b\u3093\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u30b9\u30da\u30b7\u30e3\u30eb\u30c6\u30a3\u304b\u3069\u3046\u304b\u3001\u7b49\u7d1a\u306b\u5f53\u305f\u308b\u304b\u306e\u7d50\u8ad6 | \u81ea\u793e\u306e\u57fa\u6e96\u3068\u5951\u7d04\u3067\u6c7a\u307e\u308b\u3002\u898f\u5247\u3067\u7167\u3089\u3057\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u627f\u8a8d\u30fb\u7533\u3057\u7acb\u3066\u306e\u5224\u65ad | \u8f38\u51fa\u8005\u3068\u306e\u95a2\u4fc2\u3068\u6b21\u306e\u8cb7\u4ed8\u306b\u95a2\u308f\u308b\u3002\u4eba\u304c\u6c7a\u3081\u308b |\n| \u7269\u5dee\u3057\u306e\u63db\u7b97 | \u53e4\u3044\u7528\u7d19\u306e\u70b9\u6570\u3068 CVA \u306e\u8a55\u4fa1\u3092\u63db\u7b97\u3059\u308b\u6c7a\u307e\u308a\u306f\u7121\u3044 |\n| \u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u306e\u88dc\u5b8c | \u524d\u56de\u306e\u30ed\u30c3\u30c8\u3084\u5951\u7d04\u306e\u5024\u3067\u57cb\u3081\u306a\u3044 |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nAWS Textract \u3078\u306e\u6307\u793a\u306f\u3001\u82f1\u8a9e\u306e\u8cea\u554f\u306e\u4e00\u89a7\u3067\u3059\u3002**\u5225\u540d\u3092\u4ed8\u3051\u3066\u3001\u53d7\u3051\u53d6\u308b\u5074\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u9805\u76ee\u3092\u53d6\u308a\u9055\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n```\nQueriesConfig:\n  Queries:\n    - Text: \"What is the lot number or ICO mark?\"\n      Alias: LOT_NO\n      Pages: [\"*\"]\n    - Text: \"What is the country and region of origin?\"\n      Alias: ORIGIN\n      Pages: [\"*\"]\n    - Text: \"What is the processing method?\"\n      Alias: PROCESS\n      Pages: [\"*\"]\n    - Text: \"What is the grade?\"\n      Alias: GRADE\n      Pages: [\"*\"]\n    - Text: \"What is the moisture content?\"\n      Alias: MOISTURE\n      Pages: [\"*\"]\n    - Text: \"What is the sample weight in grams used for defect count?\"\n      Alias: SAMPLE_WEIGHT\n      Pages: [\"*\"]\n    - Text: \"What is the total number of full defects?\"\n      Alias: TOTAL_DEFECTS\n      Pages: [\"*\"]\n    - Text: \"What is the total cupping score?\"\n      Alias: CUP_SCORE\n      Pages: [\"*\"]\n    - Text: \"Which cupping form or protocol was used?\"\n      Alias: CUP_FORM\n      Pages: [\"*\"]\n```\n\n\u53d7\u3051\u53d6\u3063\u305f\u7b54\u3048\u3068\u8868\u306b\u5bfe\u3057\u3066\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u6b21\u306e\u6c7a\u307e\u308a\u3092\u5f53\u3066\u307e\u3059\u3002**\u3053\u308c\u304c\u5b9f\u8cea\u7684\u306a\u300c\u6307\u793a\u300d\u3067\u3059\u3002**\n\n```\n\u3010\u7b54\u3048\u3068\u8868\u306e\u6271\u3044\u306e\u6c7a\u307e\u308a\u3011\n1. \u7b54\u3048\u304c\u7a7a\u306e\u9805\u76ee\u306f not_found \u3068\u3059\u308b\u3002\u524d\u56de\u306e\u30ed\u30c3\u30c8\u3084\u5951\u7d04\u306e\u5024\u3067\u57cb\u3081\u306a\u3044\u3002\n2. \u4fe1\u983c\u5ea6\u304c\u6c7a\u3081\u305f\u5024\u3092\u4e0b\u56de\u308b\u9805\u76ee\u306f unreadable \u3068\u3057\u3001\u5024\u306f\u53c2\u8003\u3068\u3057\u3066\u6b8b\u3059\u3002\n3. LOT_NO \u306f\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u30ed\u30c3\u30c8\u756a\u53f7\u3068\u6bd4\u3079\u3001\u5408\u308f\u306a\u3051\u308c\u3070 mismatch \u3068\u3057\u3001\n   \u53f0\u5e33\u306e\u884c\u306b\u7d50\u3073\u4ed8\u3051\u306a\u3044\u3002\n4. \u6b20\u70b9\u306e\u8868\u306f\u5217\u898b\u51fa\u3057\u3067\u5217\u3092\u6c7a\u3081\u308b\u3002\u898b\u51fa\u3057\u304c\u7121\u3044\u8868\u306f cannot_parse \u3068\u3057\u3001\n   \u5217\u306e\u4f4d\u7f6e\u3067\u6c7a\u3081\u306a\u3044\u3002\n5. \u6b20\u70b9\u306e\u540d\u524d\u306f\u9805\u76ee\u8868\u3067\u81ea\u793e\u306e\u540d\u524d\u3068\u533a\u5206\u306b\u305d\u308d\u3048\u308b\u3002\u8868\u306b\u7121\u3044\u540d\u524d\u306f\n   unmapped \u3068\u3057\u3001\u4f3c\u305f\u540d\u524d\u306b\u5bc4\u305b\u306a\u3044\u3002\u533a\u5206\u306f\u5831\u544a\u66f8\u306e\u533a\u5206\u3067\u306f\u306a\u304f\n   \u81ea\u793e\u306e\u9805\u76ee\u8868\u306e\u533a\u5206\u3092\u4f7f\u3044\u3001\u5831\u544a\u66f8\u306e\u533a\u5206\u306f\u53c2\u8003\u3068\u3057\u3066\u4e26\u3079\u308b\u3002\n6. TOTAL_DEFECTS \u306f\u8868\u304b\u3089\u6570\u3048\u76f4\u3057\u305f\u5024\u3068\u6bd4\u3079\u3001\u9055\u3048\u3070\n   count_mismatch \u3068\u3059\u308b\u3002\u3069\u3061\u3089\u304b\u306b\u5bc4\u305b\u306a\u3044\u3002\n7. SAMPLE_WEIGHT \u304c\u7a7a\u306a\u3089 basis_unknown \u3068\u3057\u3001\u6b20\u70b9\u6570\u3092\u5951\u7d04\u306e\u4e0a\u9650\u3068\u6bd4\u3079\u306a\u3044\u3002\n8. CUP_FORM \u3068\u5168\u6587\u306e\u8a9e\u304b\u3089\u3001\u8a55\u4fa1\u306e\u7528\u7d19\u3092 sca_2004 \uff0f cva \uff0f unknown \u306b\n   \u5206\u3051\u308b\u3002\u5951\u7d04\u306e\u7528\u7d19\u3068\u9055\u3048\u3070 scale_mismatch \u3068\u3057\u3001\u70b9\u6570\u3092\u6bd4\u3079\u306a\u3044\u3002\n9. \u6c34\u5206\u306f % \u3092\u57fa\u6e96\u306b\u305d\u308d\u3048\u308b\u3002\u63db\u7b97\u306e\u6c7a\u307e\u308a\u306b\u7121\u3044\u5358\u4f4d\u306f unit_unknown \u3068\u3059\u308b\u3002\n```\n\n**7\u756a\u76ee\u30688\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** \u8a66\u6599\u306e\u91cf\u304c\u9055\u3048\u3070\u540c\u3058\u6b20\u70b9\u6570\u3067\u3082\u610f\u5473\u304c\u9055\u3044\u3001\u7528\u7d19\u304c\u9055\u3048\u3070\u540c\u3058\u6570\u5b57\u3067\u3082\u610f\u5473\u304c\u9055\u3044\u307e\u3059\u3002**\u6bd4\u3079\u3089\u308c\u306a\u3044\u3082\u306e\u3092\u6bd4\u3079\u306a\u3044\u3053\u3068\u3092\u3001\u898f\u5247\u306e\u5074\u3067\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002**\n\n**5\u756a\u76ee\u3067\u5831\u544a\u66f8\u306e\u533a\u5206\u3092\u4f7f\u308f\u306a\u3044\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u540c\u3058\u6b20\u70b9\u3092\u8f38\u51fa\u8005\u306b\u3088\u3063\u3066\u533a\u52061\u3068\u3082\u533a\u52062\u3068\u3082\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u3001**\u57fa\u6e96\u306f\u81ea\u793e\u306e\u5074\u306b\u305d\u308d\u3048\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u8aad\u307f\u53d6\u308a\u3068\u7167\u5408\u306e\u7d50\u679c\u3092\u3001\u30ed\u30c3\u30c8\u3054\u3068\u306b\u6b21\u306e\u5f62\u306eJSON\u306b\u307e\u3068\u3081\u3066\u53f0\u5e33\u3078\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"lot_no\": \"ETH-2026-0412\",\n  \"report_type\": \"pre_shipment | arrival\",\n  \"attributes\": { \"origin\": \"\", \"process\": \"\", \"grade\": \"\" },\n  \"moisture\": { \"value\": 0, \"unit\": \"%\", \"status\": \"ok | unit_unknown | not_found\" },\n  \"defects\": {\n    \"sample_weight_g\": 0, \"basis\": \"ok | basis_unknown\",\n    \"rows\": [ { \"lab_name\": \"Full Black\", \"own_name\": \"full_black\",\n                \"own_category\": 1, \"lab_category\": 1, \"count\": 0,\n                \"status\": \"ok | unmapped\" } ],\n    \"total_report\": 0, \"total_recount\": 0\n  },\n  \"cupping\": { \"score\": 0, \"form\": \"sca_2004 | cva | unknown\",\n               \"status\": \"ok | scale_unknown | scale_mismatch\" },\n  \"contract_check\": [\n    { \"item\": \"moisture\", \"limit\": \"\", \"result\": \"within | out_of_range | cannot_check\" }\n  ],\n  \"arrival_diff\": [\n    { \"item\": \"moisture\", \"pre_shipment\": 0, \"arrival\": 0, \"diff\": 0,\n      \"result\": \"within | over_tolerance | waiting_arrival\" }\n  ],\n  \"verdict\": \"confirm | review | urgent\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u6570\u5b57\u3068\u7269\u5dee\u3057\u3092\u540c\u3058\u8981\u7d20\u306b\u5165\u308c\u3066\u304a\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `defects.basis` \u3068 `cupping.form` \u304c\u6570\u5b57\u306e\u96a3\u306b\u3042\u308a\u3001**\u53f0\u5e33\u3092\u5f8c\u304b\u3089\u8aad\u3080\u4eba\u306b\u3082\u3001\u4f55\u3092\u6bd4\u3079\u3066\u3088\u3044\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`arrival_diff` \u3092\u5f8c\u304b\u3089\u57cb\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u51fa\u8377\u524d\u306e\u5831\u544a\u66f8\u3092\u8aad\u3093\u3060\u6642\u70b9\u3067\u306f `waiting_arrival` \u306e\u307e\u307e\u53f0\u5e33\u306b\u7f6e\u304d\u3001**\u5165\u8377\u5f8c\u306e\u691c\u67fb\u304c\u51fa\u305f\u3068\u304d\u306b\u540c\u3058\u884c\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\n\n| `verdict` | \u6761\u4ef6 | \u62c5\u5f53\u8005\u306e\u6271\u3044 |\n|:--|:--|:--|\n| `confirm` | \u30ed\u30c3\u30c8\u756a\u53f7\u304c\u4e00\u81f4\u3057\u3001\u5168\u9805\u76ee\u304c `within`\u3001\u7269\u5dee\u3057\u304c\u5951\u7d04\u3068\u540c\u3058 | \u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u78ba\u5b9a |\n| `review` | `unmapped`\u30fb`basis_unknown`\u30fb`scale_mismatch`\u30fb`count_mismatch`\u30fb`unreadable` \u306e\u3069\u308c\u304b\u304c\u3042\u308b | \u5831\u544a\u66f8\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n| `urgent` | \u51fa\u8377\u524d\u306e\u8a66\u6599\u3067\u5951\u7d04\u306e\u6761\u4ef6\u3092\u5916\u308c\u308b\u9805\u76ee\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u5165\u8377\u5f8c\u306e\u5dee\u304c\u5e45\u306e\u5916 | \u5f53\u65e5\u4e2d\u306b\u8cfc\u8cb7\u306e\u62c5\u5f53\u3068\u76f8\u8ac7\u3059\u308b |\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\uff08S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | \u5831\u544a\u66f8\u306e\u53d7\u3051\u4ed8\u3051 |\n| AWS Textract | `StartDocumentAnalysis` \u3068 `GetDocumentAnalysis` | \u5831\u544a\u66f8\u306e\u8aad\u307f\u53d6\u308a |\n| \u8cb7\u4ed8\u306e\u5951\u7d04\u30fb\u81ea\u793e\u306e\u691c\u67fb\u306e\u8a18\u9332\u30fb\u9805\u76ee\u8868 | \u8aad\u307f\u53d6\u308a\u306e\u307f | \u54c1\u8cea\u6761\u4ef6\u30fb\u5165\u8377\u5f8c\u306e\u5024\u30fb\u6b20\u70b9\u306e\u533a\u5206\u3092\u5f15\u304f |\n| \u5165\u8377\u30ed\u30c3\u30c8\u306e\u53f0\u5e33 | \u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306e\u884c\u306e\u66f8\u304d\u8fbc\u307f | \u7167\u5408\u306e\u7d50\u679c\u3068\u6839\u62e0\u3064\u304d\u306e\u884c\u3092\u4f5c\u308b |\n\n**\u8f38\u51fa\u8005\u306b\u306f\u4f55\u3082\u9001\u308a\u307e\u305b\u3093\u3002** \u627f\u8a8d\u3059\u308b\u304b\u3001\u6761\u4ef6\u306e\u5916\u308c\u3092\u4f1d\u3048\u308b\u304b\u306f\u3001**\u54c1\u8cea\u7ba1\u7406\u3068\u8cfc\u8cb7\u304c\u6c7a\u3081\u3066\u4eba\u304c\u9023\u7d61\u3057\u307e\u3059\u3002** \u8aad\u307f\u9055\u30441\u3064\u3067\u627f\u8a8d\u3084\u7533\u3057\u7acb\u3066\u304c\u6d41\u308c\u308b\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `review` \u3068 `urgent` \u306e\u884c\u3060\u3051\u3067\u3059\u3002** \u5168\u4ef6\u3092\u958b\u304f\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u7b2c10\u7ae0\u306e6.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`urgent` \u3092\u5148\u306b\u898b\u308b** \u2026 \u5831\u544a\u66f8\u306e\u753b\u50cf\u3067\u3001\u5916\u308c\u305f\u9805\u76ee\u306e\u6570\u5b57\u3068\u5358\u4f4d\u3092\u81ea\u5206\u306e\u76ee\u3067\u8aad\u307f\u76f4\u3057\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3067 `urgent` \u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u521d\u306b\u78ba\u304b\u3081\u307e\u3059**\n2. **\u7269\u5dee\u3057\u306e\u9055\u3044\u3092\u78ba\u304b\u3081\u308b** \u2026 `scale_mismatch` \u3084 `basis_unknown` \u306f\u3001\u8f38\u51fa\u8005\u306b\u7528\u7d19\u3084\u8a66\u6599\u306e\u91cf\u3092\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u3001\u81ea\u793e\u306e\u691c\u67fb\u3092\u5f85\u3064\u304b\u3092\u6c7a\u3081\u307e\u3059\n3. **`unmapped` \u306e\u6b20\u70b9\u306e\u540d\u524d\u3092\u9805\u76ee\u8868\u306b\u8db3\u3059** \u2026 \u540c\u3058\u8abf\u3079\u3082\u306e\u3092\u4e8c\u5ea6\u3057\u306a\u3044\u305f\u3081\u306e\u4f5c\u696d\u3067\u3059\n4. **\u78ba\u5b9a\u3059\u308b** \u2026 \u8aad\u307f\u53d6\u308a\u306e\u5024\u3068\u76f4\u3057\u305f\u5024\u306e\u4e21\u65b9\u3092\u6b8b\u3057\u307e\u3059\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30ed\u30c3\u30c8\u756a\u53f7\u304c\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u5408\u308f\u306a\u3044 | `mismatch`\u3002**\u53f0\u5e33\u306b\u7d50\u3073\u4ed8\u3051\u305a\u3001\u62c5\u5f53\u8005\u304c\u30ed\u30c3\u30c8\u3092\u78ba\u304b\u3081\u308b** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u5831\u544a\u66f8 | \u8cea\u554f\u306f\u82f1\u8a9e\u306e\u307f\u3002**\u4eba\u304c\u8aad\u3080\u304b\u3001\u82f1\u8a9e\u306e\u7248\u3092\u8f38\u51fa\u8005\u306b\u983c\u3080** |\n| \u624b\u66f8\u304d\u306e\u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u7528\u7d19\u3060\u3051 | \u5408\u8a08\u306e\u6b04\u304c\u7121\u3051\u308c\u3070 `not_found`\u3002**\u76ee\u76db\u308a\u306e\u5370\u306f\u8aad\u307e\u306a\u3044** |\n| \u6b20\u70b9\u306e\u8868\u306e\u898b\u51fa\u3057\u304c\u8aad\u3081\u306a\u3044 | `cannot_parse`\u3002**\u5217\u306e\u4f4d\u7f6e\u3067\u6c7a\u3081\u305a\u306b\u4eba\u3078** |\n| \u540c\u3058\u30ed\u30c3\u30c8\u306e\u5831\u544a\u66f8\u304c2\u901a\u5c4a\u3044\u305f | \u518d\u691c\u67fb\u306e\u3053\u3068\u3082\u3042\u308b\u3002**\u5dee\u3057\u66ff\u3048\u306b\u305b\u305a\u4e21\u65b9\u3092\u6b8b\u3059** |\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | PDF\u306f\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3002**\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| \u8aad\u307f\u53d6\u308a\u304c\u5931\u6557\u3057\u305f | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059 |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5831\u544a\u66f8\u306e\u5143\u306e\u30d5\u30a1\u30a4\u30eb\u3001AWS Textract \u306e\u7d50\u679c\u306e\u5168\u6587\uff08JSON\uff09\u3068 `JobId`\n- \u305d\u308d\u3048\u305f\u5f8c\u306e\u5024\u3068**\u305d\u308d\u3048\u65b9\u306e\u8a18\u9332**\u3001\u7167\u5408\u306e\u7d50\u679c\u3068**\u305d\u306e\u3068\u304d\u306e\u9805\u76ee\u8868\u30fb\u5224\u5b9a\u306e\u6c7a\u307e\u308a\u306e\u7248**\n- \u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u9805\u76ee\u3068\u76f4\u3059\u524d\u306e\u5024\u3001\u8f38\u51fa\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u305f\u5185\u5bb9\u3068\u56de\u7b54\n- **\u8f38\u51fa\u8005\u3054\u3068\u306e\u3001\u51fa\u8377\u524d\u3068\u5165\u8377\u5f8c\u306e\u5dee\u306e\u50be\u5411**\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u6b21\u306e\u8cb7\u4ed8\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u7523\u5730\u306e\u8a55\u4fa1\u3068\u81ea\u793e\u306e\u8a55\u4fa1\u306e\u5dee\u304c\u8f38\u51fa\u8005\u3054\u3068\u306b\u5206\u304b\u308c\u3070\u3001**\u3069\u306e\u8f38\u51fa\u8005\u306e\u5831\u544a\u66f8\u3092\u3069\u308c\u3060\u3051\u4fe1\u3058\u3066\u3088\u3044\u304b\u304c\u6570\u5b57\u3067\u898b\u3048\u307e\u3059\u3002**","minimal_setup":"1. \u904e\u53bb\u306e\u54c1\u8cea\u5831\u544a\u66f8\u304b\u308915\u901a\u3092\u9078\u3076\uff08**\u8f38\u51fa\u8005\u3068\u691c\u67fb\u6a5f\u95a2\u304c\u3070\u3089\u3051\u308b\u3088\u3046\u306b\u3057\u3001CVA \u306e\u8a55\u4fa1\u3068\u53e4\u3044\u7528\u7d19\u306e\u70b9\u6570\u306e\u5831\u544a\u66f8\u3092\u4e21\u65b9\u5165\u308c\u308b**\uff09\n2. AWS \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067 AWS Textract \u306e\u6587\u66f8\u5206\u6790\u3092\u958b\u304d\u3001\u8cea\u554f\u3068\u8868\u3092\u6307\u5b9a\u3057\u30661\u901a\u305a\u3064\u8aad\u307e\u305b\u308b\n3. \u6b20\u70b9\u306e\u8868\u306e\u884c\u3054\u3068\u306e\u5024\u3068\u8cea\u554f\u306e\u7b54\u3048\u3092\u5199\u3057\u3001\u5f53\u6642\u306e\u53f0\u5e33\u306e\u5024\u3068\u898b\u6bd4\u3079\u308b\n4. \u5217\u3092\u53d6\u308a\u9055\u3048\u305f\u884c\u3068\u3001\u8a66\u6599\u306e\u91cf\u30fb\u7528\u7d19\u306e\u7a2e\u985e\u304c\u8aad\u3081\u306a\u304b\u3063\u305f\u5831\u544a\u66f8\u306b\u5370\u3092\u4ed8\u3051\u308b\n5. \u6b20\u70b9\u306e\u540d\u524d\u306e\u8a00\u3044\u65b9\u3092\u96c6\u3081\u3001\u9805\u76ee\u8868\u306e\u6700\u521d\u306e\u7248\u3092\u4f5c\u308b\n\n**15\u901a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u898f\u5247\u3092\u66f8\u304f\u524d\u306b\u3001**\u300c\u6b20\u70b9\u306e\u8868\u3092\u5217\u898b\u51fa\u3057\u3067\u5206\u3051\u3089\u308c\u308b\u304b\u300d\u300c\u7269\u5dee\u3057\u304c\u5831\u544a\u66f8\u304b\u3089\u8aad\u3081\u308b\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u8868\u3068\u7b54\u3048\u304c\u5f53\u6642\u306e\u53f0\u5e33\u306e\u5024\u3068\u5408\u3063\u305f | **S3 \u3068 Lambda \u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u8a66\u6599\u306e\u91cf\u30fb\u7528\u7d19\u306e\u7a2e\u985e\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5831\u544a\u66f8\u304c\u591a\u3044 | **\u8f38\u51fa\u8005\u306b\u66f8\u5f0f\u306e\u4f9d\u983c\u3092\u3059\u308b\u306e\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n| \u6b20\u70b9\u306e\u540d\u524d\u306e\u3070\u3089\u3064\u304d\u304c\u5927\u304d\u3044 | \u9805\u76ee\u8868\u3092\u80b2\u3066\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u5831\u544a\u66f8\u30921\u901a\u305a\u3064\u8aad\u307e\u305b\u3001\u7d50\u679c\u3092\u624b\u3067\u53f0\u5e33\u306b\u5199\u3059 \uff0f \u5831\u544a\u66f8\u306e\u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0bS3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3001\u7269\u5dee\u3057\u3064\u304d\u3067\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u30fb\u9805\u76ee\u306e\u305d\u308d\u3048\u65b9\u30fb\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u5951\u7d04\u306e\u54c1\u8cea\u6761\u4ef6\u3068\u5165\u8377\u5f8c\u306e\u81ea\u793e\u306e\u691c\u67fb\u3068\u7167\u3089\u3057\u3001\u5224\u5b9a\u3064\u304d\u3067\u53f0\u5e33\u306b\u884c\u3092\u4f5c\u308b \uff0f \u8aad\u307f\u53d6\u308a\u30fb\u7167\u5408\u30fb\u5dee\u306e\u7b97\u51fa","level_note":"**\u6700\u5c0f\u69cb\u6210\u306f\u3001\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u901a33\u5206\u304c18\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5199\u3059\u4f5c\u696d\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u5951\u7d04\u306e\u6761\u4ef6\u3092\u63a2\u3057\u3066\u898b\u6bd4\u3079\u3001\u5165\u8377\u5f8c\u306e\u5024\u3068\u4e26\u3079\u308b\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30679\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u5951\u7d04\u306e\u6761\u4ef6\u3092\u9805\u76ee\u3054\u3068\u306e\u8868\u306b\u76f4\u305b\u3070\u3001\u63a2\u3059\u4f5c\u696d\u304c\u306a\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001\u7269\u5dee\u3057\u306e\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u8f38\u51fa\u8005\u3068\u3001\u6b20\u70b9\u306e\u540d\u524d\u306e\u3070\u3089\u3064\u304d\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u53e4\u3044\u7528\u7d19\u306e\u70b9\u6570\u3068 CVA \u306e\u8a55\u4fa1\u3092\u6bd4\u3079\u3066\u3057\u307e\u3046 | **\u7528\u7d19\u3092\u72ec\u7acb\u3057\u3066\u8aad\u307f\u3001\u9055\u3048\u3070 `scale_mismatch` \u3067\u6bd4\u3079\u306a\u3044** |\n| \u8a66\u6599\u306e\u91cf\u306e\u9055\u3046\u6b20\u70b9\u6570\u3092\u6bd4\u3079\u3066\u3057\u307e\u3046 | \u8a66\u6599\u306e\u91cf\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `basis_unknown` |\n| \u6b20\u70b9\u306e\u533a\u5206\u304c\u8f38\u51fa\u8005\u3054\u3068\u306b\u3070\u3089\u3064\u304f | **\u81ea\u793e\u306e\u9805\u76ee\u8868\u306e\u533a\u5206\u3092\u4f7f\u3046** |\n| \u6b20\u70b9\u306e\u8868\u306e\u5217\u3092\u53d6\u308a\u9055\u3048\u308b | \u5217\u898b\u51fa\u3057\u3067\u6c7a\u3081\u3001\u898b\u51fa\u3057\u304c\u7121\u3051\u308c\u3070 `cannot_parse` |\n| 2\u30da\u30fc\u30b8\u76ee\u306e\u8a55\u4fa1\u304c\u7a7a\u3067\u8fd4\u308b | **\u8cea\u554f\u306f\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3060\u3051\u3002** `Pages: [\"*\"]` \u3092\u4ed8\u3051\u308b |\n| \u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u304c\u524d\u56de\u306e\u30ed\u30c3\u30c8\u3067\u57cb\u307e\u308b | \u88dc\u5b8c\u3092\u7981\u3058\u3001`not_found` \u306e\u307e\u307e\u4eba\u306b\u56de\u3059 |\n| \u5165\u8377\u5f8c\u306e\u5dee\u3092\u898b\u5fd8\u308c\u308b | `waiting_arrival` \u306e\u884c\u3092\u6bce\u9031\u6570\u3048\u308b |\n| \u8f38\u51fa\u8005\u3078\u306e\u9023\u7d61\u304c\u81ea\u52d5\u3067\u98db\u3076 | **\u9001\u3089\u306a\u3044\u3002** \u54c1\u8cea\u7ba1\u7406\u3068\u8cfc\u8cb7\u304c\u6c7a\u3081\u3066\u4eba\u304c\u9023\u7d61\u3059\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u300c\u6570\u5b57\u306f\u8aad\u3081\u3066\u3044\u308b\u306e\u306b\u3001\u7269\u5dee\u3057\u304c\u9055\u3046\u300d\u5f62\u3067\u3001**\u7269\u5dee\u3057\u3092\u6570\u5b57\u3068\u4e00\u7dd2\u306b\u6301\u3066\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n**\u4e0b\u306e2\u884c\u306f\u3001\u4ed5\u7d44\u307f\u306e\u5916\u3067\u8d77\u304d\u308b\u5931\u6557\u3067\u3059\u3002** \u5165\u8377\u5f8c\u306e\u691c\u67fb\u306f\u51fa\u8377\u524d\u306e\u5831\u544a\u66f8\u304b\u3089\u6570\u9031\u9593\u3042\u3068\u306b\u51fa\u308b\u305f\u3081\u3001**\u5f85\u3061\u306e\u884c\u3092\u6570\u3048\u308b\u4ed5\u7d44\u307f\u304c\u7121\u3044\u3068\u3001\u5dee\u306e\u8a18\u9332\u304c\u3044\u3064\u307e\u3067\u3082\u57cb\u307e\u308a\u307e\u305b\u3093\u3002** \u8f38\u51fa\u8005\u3078\u306e\u9023\u7d61\u306f\u3001\u7167\u5408\u306e\u7d50\u679c\u3092\u898b\u305f\u4eba\u304c\u8a00\u8449\u3092\u9078\u3093\u3067\u884c\u3044\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u30ed\u30c3\u30c8\u3054\u3068\u306e\u54c1\u8cea\u306e\u8a18\u9332\u3001\u8f38\u51fa\u8005\u3068\u691c\u67fb\u6a5f\u95a2\u306e\u540d\u524d\u3001\u305d\u3057\u3066\u8cb7\u4ed8\u306e\u5951\u7d04\u306e**\u54c1\u8cea\u6761\u4ef6\u3068\u3001\u305d\u308c\u306b\u7d50\u3073\u4ed8\u304f\u4fa1\u683c\u306e\u6761\u4ef6**\u3067\u3059\u3002\u500b\u4eba\u306e\u60c5\u5831\u306f\u307b\u3068\u3093\u3069\u542b\u307f\u307e\u305b\u3093\u304c\u3001**\u3069\u306e\u8f38\u51fa\u8005\u304b\u3089\u3069\u3093\u306a\u54c1\u8cea\u3092\u3044\u304f\u3089\u3067\u8cb7\u3063\u3066\u3044\u308b\u304b\u306f\u3001\u5546\u793e\u306b\u3068\u3063\u3066\u7af6\u4e89\u306e\u6750\u6599\u3067\u3059\u3002**\n\n1. **\u8aad\u307f\u53d6\u308a\u306b\u9001\u308b\u306e\u306f\u5831\u544a\u66f8\u3060\u3051\u306b\u3059\u308b** \u2026 \u5951\u7d04\u306e\u4fa1\u683c\u3084\u6761\u4ef6\u306f\u8aad\u307f\u53d6\u308a\u306b\u8981\u308a\u307e\u305b\u3093\u3002**\u7167\u5408\u306f Lambda \u306e\u5074\u3067\u884c\u3044\u3001AWS Textract \u306b\u9001\u308b\u306e\u306f\u5831\u544a\u66f8\u306e\u753b\u50cf\u3060\u3051\u306b\u3057\u307e\u3059**\n2. **\u7d50\u679c\u306e\u4fdd\u7ba1\u5148\u3092\u81ea\u793e\u306e S3 \u306b\u3059\u308b** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u306e\u7d50\u679c\u306f\u3001\u65e2\u5b9a\u3067\u306f AWS Textract \u306e\u5074\u306e\u9818\u57df\u306b\u6697\u53f7\u5316\u3055\u308c\u30667\u65e5\u9593\u4fdd\u7ba1\u3055\u308c\u307e\u3059\u3002**`OutputConfig` \u3067\u81ea\u793e\u306e S3 \u306b\u51fa\u3057\u307e\u3059**\n3. **\u8f38\u51fa\u8005\u3078\u306e\u9023\u7d61\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u7167\u5408\u306e\u7d50\u679c\u307e\u3067\u3067\u3059\u3002**\u627f\u8a8d\u3084\u6761\u4ef6\u306e\u5916\u308c\u306e\u9023\u7d61\u306f\u3001\u8f38\u51fa\u8005\u3068\u306e\u95a2\u4fc2\u3068\u6b21\u306e\u8cb7\u4ed8\u306b\u76f4\u7d50\u3057\u307e\u3059**\n4. **\u3053\u306e\u69cb\u6210\u306f\u54c1\u8cea\u306e\u7b49\u7d1a\u3084\u30b9\u30da\u30b7\u30e3\u30eb\u30c6\u30a3\u304b\u3069\u3046\u304b\u3092\u5224\u5b9a\u3057\u307e\u305b\u3093** \u2026 SCA \u306e\u751f\u8c46\u306e\u30b0\u30ec\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u6a19\u6e96\u306f\u7b56\u5b9a\u4e2d\u3068\u3055\u308c\u3001\u8a55\u4fa1\u306e\u4ed5\u7d44\u307f\u3082\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u5831\u544a\u66f8\u306e\u6570\u5b57\u3068\u81ea\u793e\u306e\u8868\u306e\u6bd4\u8f03\u3060\u3051\u3067\u3059**\n5. **\u98df\u54c1\u306e\u8f38\u5165\u306e\u624b\u7d9a\u304d\u3068\u306f\u5206\u3051\u3066\u6271\u3046** \u2026 \u751f\u8c46\u306f\u98df\u54c1\u3068\u3057\u3066\u8f38\u5165\u306e\u624b\u7d9a\u304d\u306e\u5bfe\u8c61\u306b\u306a\u308a\u3048\u307e\u3059\u3002**\u3053\u306e\u53f0\u5e33\u306e\u7167\u5408\u306f\u54c1\u8cea\u306e\u8a18\u9332\u3067\u3001\u8f38\u5165\u306e\u624b\u7d9a\u304d\u306b\u5f53\u305f\u308b\u5224\u65ad\u306f\u5225\u306e\u62c5\u5f53\u304c\u884c\u3044\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u6761\u4ef6\u3092\u5916\u308c\u305f\u30ed\u30c3\u30c8\u3092\u627f\u8a8d\u3059\u308b\u3053\u3068\u3068\u3001\u6761\u4ef6\u3092\u6e80\u305f\u3059\u30ed\u30c3\u30c8\u3092\u6b62\u3081\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u30ed\u30c3\u30c8\u306e\u53d6\u308a\u9055\u3048\u3084\u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u3092\u57cb\u3081\u308b\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u7269\u5dee\u3057\u306e\u9055\u3046\u6570\u5b57\u3092\u6bd4\u3079\u308b\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u300c\u6bd4\u3079\u3089\u308c\u306a\u3044\u3082\u306e\u3092\u6bd4\u3079\u306a\u3044\u300d\u8a2d\u8a08\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u4e2d\u5357\u7c73\u30fb\u30a2\u30d5\u30ea\u30ab\u30fb\u30a2\u30b8\u30a2\u306e\u7523\u5730\u304b\u3089\u751f\u8c46\u3092\u8f38\u5165\u3057\u3001\u51fa\u8377\u524d\u306e\u8a66\u6599\u306e\u54c1\u8cea\u5831\u544a\u66f8\u304c\u6708\u306b\u6570\u5341\u901a\u5c4a\u304f\u5546\u793e\u30fb\u5c02\u9580\u5546\u793e\u3002\u7119\u714e\u696d\u8005\u3084\u5c0f\u58f2\u306e\u81ea\u793e\u30d6\u30e9\u30f3\u30c9\u3067\u751f\u8c46\u3092\u76f4\u63a5\u8cb7\u3044\u4ed8\u3051\u3001\u30ed\u30c3\u30c8\u3054\u3068\u306e\u54c1\u8cea\u306e\u8a18\u9332\u3092\u6b8b\u3057\u3066\u3044\u308b\u4f1a\u793e\u3002\u5831\u544a\u66f8\u306e\u66f8\u5f0f\u304c\u8f38\u51fa\u8005\u30fb\u691c\u67fb\u6a5f\u95a2\u3054\u3068\u306b\u9055\u3044\u3001\u62c5\u5f53\u8005\u304c1\u901a\u305a\u3064\u53f0\u5e33\u306b\u5199\u3057\u3066\u5951\u7d04\u306e\u6761\u4ef6\u3068\u898b\u6bd4\u3079\u3066\u3044\u308b\u5834\u5408\u3002\u7523\u5730\u306e\u8a55\u4fa1\u3068\u5165\u8377\u5f8c\u306e\u81ea\u793e\u306e\u8a55\u4fa1\u306e\u5dee\u3092\u3001\u6b21\u306e\u8cb7\u4ed8\u306b\u751f\u304b\u3057\u305f\u3044\u4f1a\u793e\u3002","not_recommended_for":"\u8f38\u5165\u3059\u308b\u30ed\u30c3\u30c8\u304c\u6708\u306b\u6570\u4ef6\u3067\u3001\u76ee\u8996\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u54c1\u8cea\u5831\u544a\u66f8\u304c\u30b9\u30da\u30a4\u30f3\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u306a\u3069\u3067\u767a\u884c\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u5834\u5408\uff08AWS Textract \u306f\u6587\u5b57\u306e\u691c\u51fa\u306f\u3067\u304d\u3066\u3082\u3001\u8cea\u554f\u306b\u3088\u308b\u62bd\u51fa\u306f\u82f1\u8a9e\u306e\u307f\uff09\u3002\u5831\u544a\u66f8\u304c\u624b\u66f8\u304d\u306e\u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u7528\u7d19\u3060\u3051\u3067\u3001\u5408\u8a08\u306e\u6b04\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u54c1\u8cea\u304c\u30b9\u30da\u30b7\u30e3\u30eb\u30c6\u30a3\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a\u3001\u8cb7\u4ed8\u306e\u53ef\u5426\u3001\u8f38\u51fa\u8005\u3078\u306e\u7533\u3057\u7acb\u3066\u306e\u53ef\u5426\u3001\u98df\u54c1\u306e\u8f38\u5165\u306e\u624b\u7d9a\u304d\u306b\u5f53\u305f\u308b\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u884c\u3044\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u5951\u7d04\u306e\u54c1\u8cea\u6761\u4ef6\u3092\u8868\u306b\u76f4\u3059**\n\n\u8cb7\u4ed8\u306e\u5951\u7d04\u306e\u54c1\u8cea\u6761\u4ef6\u3092\u3001**\u7b49\u7d1a\u30fb\u6b20\u70b9\u306e\u4e0a\u9650\u30fb\u8a66\u6599\u306e\u91cf\u30fb\u6c34\u5206\u306e\u7bc4\u56f2\u30fb\u30b9\u30af\u30ea\u30fc\u30f3\u30fb\u8a55\u4fa1\u306e\u4e0b\u9650\u3068\u8a55\u4fa1\u306e\u7528\u7d19**\u306e\u5217\u3092\u6301\u3064\u8868\u306b\u76f4\u3057\u307e\u3059\u3002\u3059\u3079\u3066\u306e\u5951\u7d04\u3092\u4e00\u5ea6\u306b\u76f4\u3059\u5fc5\u8981\u306f\u306a\u304f\u3001**\u6b21\u306e\u6570\u304b\u6708\u306b\u8239\u7a4d\u307f\u306e\u3042\u308b\u30ed\u30c3\u30c8\u304b\u3089\u59cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a15\u901a\u3067\u8a66\u3059**\n\n\u904e\u53bb\u306e\u54c1\u8cea\u5831\u544a\u66f815\u901a\u3092\u3001AWS \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8cea\u554f\u3068\u8868\u3092\u6307\u5b9a\u3057\u3066\u8aad\u307e\u305b\u307e\u3059\u3002**\u6b20\u70b9\u306e\u8868\u306e\u5217\u3092\u53d6\u308a\u9055\u3048\u3066\u3044\u306a\u3044\u304b\u3001\u8a66\u6599\u306e\u91cf\u3068\u7528\u7d19\u306e\u7a2e\u985e\u304c\u8aad\u3081\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u6b20\u70b9\u306e\u9805\u76ee\u8868\u3068\u5224\u5b9a\u306e\u6c7a\u307e\u308a\u3092\u4f5c\u308b**\n\n2\u9031\u76ee\u306b\u96c6\u3081\u305f\u6b20\u70b9\u306e\u540d\u524d\u304b\u3089\u9805\u76ee\u8868\u306e\u6700\u521d\u306e\u7248\u3092\u4f5c\u308a\u3001**\u54c1\u8cea\u7ba1\u7406\u304c\u81ea\u793e\u306e\u533a\u5206\u3092\u4ed8\u3051\u307e\u3059\u3002** \u51fa\u8377\u524d\u3068\u5165\u8377\u5f8c\u306e\u5dee\u306e\u5e45\u3082\u3001\u8cfc\u8cb7\u3068\u6c7a\u3081\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u8a66\u6599\u306e\u91cf\u3068\u8a55\u4fa1\u306e\u7528\u7d19\u3092\u5831\u544a\u66f8\u306b\u66f8\u304f\u3088\u3046\u3001\u4e3b\u306a\u8f38\u51fa\u8005\u306b\u4f9d\u983c\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u3078\u306e\u4fdd\u5b58\u3067 Lambda \u3092\u52d5\u304b\u3057\u3001AWS Textract \u3067\u8aad\u307f\u3001\u7269\u5dee\u3057\u3064\u304d\u3067\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u7167\u5408\u3092\u305b\u305a\u3001`defects` \u3068 `cupping` \u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5951\u7d04\u306e\u54c1\u8cea\u6761\u4ef6\u3068\u306e\u7167\u5408\u3092\u8db3\u3057\u3001`verdict` \u3092\u51fa\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u5165\u8377\u5f8c\u306e\u81ea\u793e\u306e\u691c\u67fb\u3068\u306e\u5dee\u3092\u8db3\u3057\u30011\u901a33\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u8f38\u51fa\u8005\u3054\u3068\u306e\u51fa\u8377\u524d\u3068\u5165\u8377\u5f8c\u306e\u5dee\u3092\u3001\u6b21\u306e\u8cb7\u4ed8\u306e\u76f8\u8ac7\u306b\u4f7f\u3044\u59cb\u3081\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0867","UC-0137","UC-1218","UC-0947"],"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| \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u304c JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067 XFA \u5f62\u5f0f\u306e PDF \u306f\u4e0d\u53ef\u306a\u3053\u3068\u3002\u975e\u540c\u671f\u306f JPEG \u3068 PNG \u304c10MB\u3001PDF \u3068 TIFF \u304c500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3002PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u4e0d\u53ef\u3002\u753b\u50cf\u306f\u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3002\u6587\u5b57\u306e\u691c\u51fa\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u3067\u3001\u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u306e\u307f\u3001\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u3002\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u304c15\u30d4\u30af\u30bb\u30eb\uff08150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-15 |\n| \u8cea\u554f\u306e\u7b54\u3048\u304c `QUERY` \u3068 `QUERY_RESULT` \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u308a\u3001\u5225\u540d\u30fb\u4fe1\u983c\u5ea6\u30fb\u4f4d\u7f6e\u30fb\u7b54\u3048\u306e\u6587\u5b57\u5217\u3092\u6301\u3061\u3001\u7b54\u3048\u304c\u7121\u3051\u308c\u3070\u7a7a\u306b\u306a\u308b\u3053\u3068 | [AWS: Queries](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-15 |\n| \u8868\u304c\u30bb\u30eb\u30fb\u7d50\u5408\u30bb\u30eb\u30fb\u5217\u898b\u51fa\u3057\u30fb\u8868\u306e\u984c\u30fb\u811a\u6ce8\u306b\u5206\u3051\u3066\u8fd4\u308a\u3001`CELL` \u304c\u884c\u3068\u5217\u306e\u4f4d\u7f6e\u3068 `COLUMN_HEADER` \u306a\u3069\u306e\u7a2e\u985e\u3092\u6301\u3064\u3053\u3068 | [AWS: Tables](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/how-it-works-tables.html) | 2026-10-15 |\n| \u8cea\u554f\u306e\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u65e2\u5b9a\u3067 `[\"1\"]` \u306b\u306a\u308a\u3001`*` \u3067\u5168\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068 | [AWS: Query\uff08API Reference\uff09](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_Query.html) | 2026-10-15 |\n| \u975e\u540c\u671f\u306e\u51e6\u7406\u306e\u5b8c\u4e86\u304c SNS \u306b\u901a\u77e5\u3055\u308c\u308b\u3053\u3068\u3002`ClientRequestToken` \u3067\u540c\u3058 `JobId` \u304c\u8fd4\u308b\u3053\u3068\u3002\u7d50\u679c\u306f\u65e2\u5b9a\u30677\u65e5\u9593\u4fdd\u7ba1\u3055\u308c\u3001`OutputConfig` \u3067\u81ea\u793e\u306e S3 \u306b\u51fa\u305b\u308b\u3053\u3068 | [AWS: Calling Amazon Textract Asynchronous Operations](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/api-async.html) | 2026-10-15 |\n| CVA \u304c\u7269\u7406\u30fb\u8a18\u8ff0\u30fb\u611f\u60c5\u30fb\u5916\u7684\u306e4\u3064\u306e\u8a55\u4fa1\u304b\u3089\u306a\u308a\u3001\u7269\u7406\u7684\u306a\u8a55\u4fa1\u304c\u8272\u30fb\u6b20\u70b9\u30fb\u6c34\u5206\u30fb\u30b5\u30a4\u30ba\u3092\u898b\u3066\u30012004\u5e74\u306e SCA \u306e\u751f\u8c46\u306e\u30b0\u30ec\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u4ed5\u7d44\u307f\u306b\u57fa\u3065\u304f\u3053\u3068\u3002\u5358\u4e00\u306e\u70b9\u6570\u306b\u983c\u3089\u306a\u3044\u3053\u3068 | [SCA: Coffee Value Assessment](https:\/\/sca.coffee\/value-assessment) | 2026-10-15 |\n| SCA \u304c CVA \u306e SCA-102\u30fb103\u30fb104 \u3092\u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u6a19\u6e96\u3068\u3057\u3066\u63a1\u7528\u3057\u30012004\u5e74\u306e\u30ab\u30c3\u30d4\u30f3\u30b0\u306e\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u7528\u7d19\u3092\u7f6e\u304d\u63db\u3048\u308b\u3068\u3057\u305f\u3053\u3068 | [SCA: The SCA Officially Adopts CVA Descriptive and Affective Assessments as New Cupping Standards](https:\/\/sca.coffee\/sca-news\/sca-new-cva-cupping-standards-7ga28) | 2026-10-15 |\n| \u751f\u8c46\u306e\u30b0\u30ec\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u898f\u683c\u30fb\u8a66\u9a13\u65b9\u6cd5\u306e\u6a19\u6e96\uff08SCA-110\uff09\u304c\u7b56\u5b9a\u4e2d\u306e\u6a19\u6e96\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u3066\u3044\u308b\u3053\u3068 | [SCA: Standards](https:\/\/sca.coffee\/research\/coffee-standards) | 2026-10-15 |\n\n**\u30ed\u30c3\u30c8\u3092\u627f\u8a8d\u3059\u308b\u304b\u3001\u8f38\u51fa\u8005\u306b\u6761\u4ef6\u306e\u5916\u308c\u3092\u4f1d\u3048\u308b\u304b\u3001\u54c1\u8cea\u306e\u7b49\u7d1a\u3092\u3069\u3046\u6271\u3046\u304b\u306f\u3001\u54c1\u8cea\u7ba1\u7406\u3068\u8cfc\u8cb7\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u8a18\u306e\u516c\u958b\u60c5\u5831\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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