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\u753b\u50cf\u306eExif\u304b\u3089\u53d6\u5f97\u3057\u307e\u3059\u3002Python\u3067\u3042\u308c\u3070\u753b\u50cf\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea\u3067Exif\u3092\u8aad\u307f\u51fa\u305b\u307e\u3059\u3002**\u8aad\u307f\u51fa\u3059\u3060\u3051\u3067\u3001\u66f8\u304d\u8fbc\u307f\u306f\u3057\u307e\u305b\u3093\u3002** \u5199\u771f\u7ba1\u7406\u9805\u76ee\u306e\u64ae\u5f71\u5e74\u6708\u65e5\u306f\u300c2008-12-03\u300d\u306e\u3088\u3046\u306b\u897f\u66a64\u6841\u30fb\u67082\u6841\u30fb\u65e52\u6841\u306e10\u6841\u3067\u8a18\u5165\u3059\u308b\u6c7a\u307e\u308a\u306a\u306e\u3067\u3001\u3053\u306e\u5f62\u5f0f\u306b\u6574\u3048\u307e\u3059\u3002\n\n**\u9ed2\u677f\u306e\u6587\u5b57\uff1a** OCR\u3067\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002Google Cloud Vision API\u306b\u306f\u6587\u5b57\u691c\u51fa\u306e\u6a5f\u80fd\u304c\u3042\u308a\u3001\u770b\u677f\u306e\u3088\u3046\u306a\u4e00\u822c\u7684\u306a\u753b\u50cf\u5411\u3051\u306eTEXT_DETECTION\u3068\u3001\u6587\u5b57\u304c\u5bc6\u306a\u6587\u66f8\u5411\u3051\u306eDOCUMENT_TEXT_DETECTION\u304c\u3042\u308a\u307e\u3059\u3002\u9ed2\u677f\u306f\u6587\u5b57\u304c\u56fa\u307e\u3063\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4e21\u65b9\u3092\u8a66\u3057\u3066\u7cbe\u5ea6\u306e\u9ad8\u3044\u307b\u3046\u3092\u9078\u3073\u307e\u3059\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u306b\u306f\u691c\u51fa\u3057\u305f\u6587\u5b57\u3068\u305d\u306e\u4f4d\u7f6e\uff08boundingPoly\uff09\u304c\u542b\u307e\u308c\u308b\u306e\u3067\u3001**\u9ed2\u677f\u306e\u67a0\u306e\u4e2d\u306b\u3042\u308b\u6587\u5b57\u3060\u3051\u3092\u53d6\u308a\u51fa\u305b\u307e\u3059\u3002**\n\n**\u5206\u985e\u306e\u4e00\u89a7\uff1a** \u5de5\u7a2e\u3001\u7a2e\u5225\u3001\u7d30\u5225\u306f\u3001\u571f\u6728\u5de5\u4e8b\u306e\u5834\u5408\u3001\u65b0\u571f\u6728\u5de5\u4e8b\u7a4d\u7b97\u4f53\u7cfb\u306e\u30ec\u30d9\u30eb2\u304b\u3089\u30ec\u30d9\u30eb4\u3092\u8a18\u5165\u3057\u307e\u3059\u3002**\u5de5\u4e8b\u3054\u3068\u306b\u4f7f\u3046\u5de5\u7a2e\u306f\u9650\u3089\u308c\u307e\u3059\u3002** \u5168\u4f53\u306e\u4e00\u89a7\u3092AI\u306b\u6e21\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u305d\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u6570\u5341\u4ef6\u306b\u7d5e\u3063\u3066\u6e21\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u304c\u7cbe\u5ea6\u3092\u6c7a\u3081\u307e\u3059\u3002","preprocessing":"1. **\u9ed2\u677f\u306e\u4f4d\u7f6e\u306e\u7279\u5b9a** \u2026 \u753b\u50cf\u5168\u4f53\u3092OCR\u306b\u304b\u3051\u308b\u3068\u3001\u5468\u56f2\u306e\u6a19\u8b58\u3084\u8cc7\u6750\u306e\u6587\u5b57\u307e\u3067\u62fe\u3044\u307e\u3059\u3002\u9ed2\u677f\u306e\u67a0\u3092\u5148\u306b\u898b\u3064\u3051\u3001\u305d\u306e\u7bc4\u56f2\u306e\u6587\u5b57\u3060\u3051\u3092\u4f7f\u3044\u307e\u3059\n2. **\u91cd\u8907\u306e\u691c\u51fa** \u2026 \u540c\u3058\u69cb\u56f3\u3092\u7d9a\u3051\u3066\u64ae\u308b\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u64ae\u5f71\u6642\u523b\u304c\u8fd1\u304f\u69cb\u56f3\u304c\u4f3c\u305f\u5199\u771f\u3092\u307e\u3068\u3081\u3001\u4ee3\u8868\u30921\u679a\u9078\u3093\u3067\u6b8b\u308a\u3092\u5019\u88dc\u304b\u3089\u5916\u3057\u307e\u3059\u3002**\u5916\u3059\u3060\u3051\u3067\u3001\u524a\u9664\u306f\u3057\u307e\u305b\u3093**\n3. **\u9ed2\u677f\u304c\u5199\u3063\u3066\u3044\u306a\u3044\u5199\u771f\u306e\u62bd\u51fa** \u2026 \u9ed2\u677f\u304c\u306a\u3044\u5199\u771f\u306f\u3001\u7ba1\u7406\u9805\u76ee\u3092\u57cb\u3081\u308b\u6750\u6599\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u5225\u67a0\u306b\u3057\u3066\u4eba\u3078\u56de\u3057\u307e\u3059\n4. **\u6709\u52b9\u753b\u7d20\u6570\u306e\u78ba\u8a8d** \u2026 \u57fa\u6e96\u3067\u306f\u3001\u6709\u52b9\u753b\u7d20\u6570\u306f\u9ed2\u677f\u306e\u6587\u5b57\u3068\u64ae\u5f71\u5bfe\u8c61\u304c\u78ba\u8a8d\u3067\u304d\u308b\u3053\u3068\u3092\u6307\u6a19\u3068\u3057\u3001100\u4e07\u304b\u3089300\u4e07\u753b\u7d20\u7a0b\u5ea6\uff081,200\u00d7900\u7a0b\u5ea6\u304b\u30892,000\u00d71,500\u7a0b\u5ea6\uff09\u304c\u76ee\u5b89\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u304b\u3089\u5927\u304d\u304f\u5916\u308c\u308b\u5199\u771f\u306f\u3001\u64ae\u5f71\u8a2d\u5b9a\u306e\u554f\u984c\u3068\u3057\u3066\u73fe\u5834\u3078\u77e5\u3089\u305b\u307e\u3059","ai_processing":"OCR\u3068\u751f\u6210AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**OCR\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u9ed2\u677f\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u306e\u8aad\u307f\u53d6\u308a\u3002\u5de5\u4e8b\u540d\u3001\u5de5\u7a2e\u3001\u6e2c\u70b9\u3001\u8a2d\u8a08\u5bf8\u6cd5\u3001\u5b9f\u6e2c\u5bf8\u6cd5\u306a\u3069\u306e\u6587\u5b57\u5217\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002\u3053\u3053\u306f\u751f\u6210AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002\u5c02\u7528\u306e\u6587\u5b57\u8a8d\u8b58\u306e\u307b\u3046\u304c\u5b89\u5b9a\u3059\u308b\u305f\u3081\u3067\u3059\u3002\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u5199\u771f\u533a\u5206\u306e\u5019\u88dc\u3065\u3051 | \u753b\u50cf\u3068OCR\u7d50\u679c\u304b\u3089\u3001\u7740\u624b\u524d\u53ca\u3073\u5b8c\u6210\u5199\u771f\u3001\u65bd\u5de5\u72b6\u6cc1\u5199\u771f\u3001\u5b89\u5168\u7ba1\u7406\u5199\u771f\u3001\u4f7f\u7528\u6750\u6599\u5199\u771f\u3001\u54c1\u8cea\u7ba1\u7406\u5199\u771f\u3001\u51fa\u6765\u5f62\u7ba1\u7406\u5199\u771f\u3001\u707d\u5bb3\u5199\u771f\u3001\u4e8b\u6545\u5199\u771f\u3001\u305d\u306e\u4ed6\u306e\u3069\u308c\u304b\u3092\u9078\u3076 |\n| \u5de5\u7a2e\u306e\u5272\u308a\u5f53\u3066 | \u9ed2\u677f\u306e\u8a18\u8f09\u3092\u3001\u305d\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u5de5\u7a2e\u30fb\u7a2e\u5225\u30fb\u7d30\u5225\u306e\u4e00\u89a7\u306b\u5bfe\u5fdc\u3065\u3051\u308b |\n| \u5199\u771f\u30bf\u30a4\u30c8\u30eb\u306e\u4e0b\u66f8\u304d | \u64ae\u5f71\u9805\u76ee\u3068\u64ae\u5f71\u6642\u671f\u304c\u5206\u304b\u308b\u77ed\u6587\u3092\u4f5c\u308b |\n| \u64ae\u5f71\u7b87\u6240\u306e\u4e0b\u66f8\u304d | \u6e2c\u70b9\u4f4d\u7f6e\u3084\u64ae\u5f71\u5bfe\u8c61\u307e\u3067\u306e\u8ddd\u96e2\u306a\u3069\u3001\u9ed2\u677f\u306e\u8a18\u8f09\u304b\u3089\u77ed\u304f\u307e\u3068\u3081\u308b |\n| \u4ee3\u8868\u5199\u771f\u306e\u5019\u88dc\u3065\u3051 | \u5de5\u4e8b\u306e\u5168\u4f53\u6982\u8981\u304c\u5206\u304b\u308b\u5199\u771f\u3001\u91cd\u8981\u306a\u5199\u771f\u306e\u5019\u88dc\u3092\u6319\u3052\u308b |\n\n\u5199\u771f\u533a\u5206\u3054\u3068\u306b\u3001\u5de5\u7a2e\u30fb\u7a2e\u5225\u30fb\u7d30\u5225\u3092\u8a18\u5165\u3059\u308b\u304b\u3069\u3046\u304b\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u57fa\u6e96\u306e\u76ee\u5b89\u3067\u306f\u3001\u54c1\u8cea\u7ba1\u7406\u5199\u771f\u3068\u51fa\u6765\u5f62\u7ba1\u7406\u5199\u771f\u3067\u306f\u5de5\u7a2e\u3092\u8a18\u5165\u3057\u3001\u7740\u624b\u524d\u53ca\u3073\u5b8c\u6210\u5199\u771f\u3001\u707d\u5bb3\u5199\u771f\u3067\u306f\u5de5\u7a2e\u4ee5\u4e0b\u306e\u8a18\u5165\u306f\u4e0d\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5199\u771f\u533a\u5206\u304c\u6c7a\u307e\u308b\u3068\u3001\u57cb\u3081\u308b\u3079\u304d\u6b04\u304c\u6c7a\u307e\u308b**\u306e\u3067\u3001\u3053\u306e\u9806\u756a\u3067\u51e6\u7406\u3057\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u571f\u6728\u5de5\u4e8b\u306e\u5199\u771f\u6574\u7406\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u5de5\u4e8b\u5199\u771f\u3068\u3001\u9ed2\u677f\u304b\u3089\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u3092\u3082\u3068\u306b\u3001\u5199\u771f\u7ba1\u7406\u9805\u76ee\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u753b\u50cf\u3092\u52a0\u5de5\u3059\u308b\u63d0\u6848\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u56de\u8ee2\u3001\u660e\u308b\u3055\u88dc\u6b63\u3001\u5207\u308a\u629c\u304d\u3092\u542b\u3081\u3001\n  \u5199\u771f\u305d\u306e\u3082\u306e\u3078\u306e\u5909\u66f4\u306f\u4e00\u5207\u884c\u3044\u307e\u305b\u3093\u3002\n- \u5de5\u7a2e\u3001\u7a2e\u5225\u3001\u7d30\u5225\u306f\u3001\u4e0b\u306b\u793a\u3059\u300c\u3053\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u5206\u985e\u306e\u4e00\u89a7\u300d\u304b\u3089\u306e\u307f\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u89a7\u306b\u306a\u3044\u3082\u306e\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5f53\u3066\u306f\u307e\u3089\u306a\u3044\u5834\u5408\u306f null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9ed2\u677f\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5bf8\u6cd5\u3084\u6570\u91cf\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8aad\u307f\u53d6\u308c\u306a\u304b\u3063\u305f\u7b87\u6240\u306f\u7a7a\u306b\u3057\u3066\u3001needs_review \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5199\u771f\u30bf\u30a4\u30c8\u30eb\u3068\u64ae\u5f71\u7b87\u6240\u306b\u306f\u3001\u6b21\u306e\u6587\u5b57\u3092\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5168\u89d2\u306e\u6570\u5b57\u3001\u5168\u89d2\u306e\u30e9\u30c6\u30f3\u6587\u5b57\u3001\u4e38\u56f2\u3044\u6570\u5b57\u3001\u30ed\u30fc\u30de\u6570\u5b57\u3001\n  \u3231 \u2116 \u338f \u33a1 \u306a\u3069\u306e\u6a5f\u7a2e\u4f9d\u5b58\u6587\u5b57\u3002\u6570\u5b57\u3068\u30e9\u30c6\u30f3\u6587\u5b57\u306f\u534a\u89d2\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5199\u771f\u533a\u5206\u306f\u3001\u4e0b\u306e9\u533a\u5206\u306e\u3044\u305a\u308c\u304b\u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u5224\u65ad\u3067\u304d\u306a\u3044\u5834\u5408\u306f\n  \u300c\u305d\u306e\u4ed6\u300d\u3068\u305b\u305a\u3001null \u306b\u3057\u3066 needs_review \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3053\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u5206\u985e\u306e\u4e00\u89a7\u3011\n{work_types}\n\n\u3010\u9ed2\u677f\u304b\u3089\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u3011\n{ocr_text}\n\n\u3010\u64ae\u5f71\u65e5\u6642\uff08Exif\uff09\u3011\n{shot_datetime}\n```\n\n**\u300c\u4f7f\u308f\u306a\u3044\u6587\u5b57\u300d\u3092\u5148\u306b\u66f8\u3044\u3066\u304a\u304f\u3053\u3068\u304c\u52b9\u304d\u307e\u3059\u3002** \u751f\u6210AI\u306f\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u300c\u33a1\u300d\u3084\u300c\u2460\u300d\u3092\u81ea\u7136\u306b\u4f7f\u3044\u307e\u3059\u3002\u3042\u3068\u306e\u691c\u67fb\u3067\u5f3e\u304f\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u306f\u3058\u3081\u304b\u3089\u51fa\u3055\u305b\u306a\u3044\u307b\u3046\u304c\u5dee\u3057\u623b\u3057\u304c\u6e1b\u308a\u307e\u3059\u3002","output_data":"```json\n{\n  \"photo_file\": \"\",\n  \"shot_date\": \"\",\n  \"photo_category\": \"\",\n  \"work_type\": null,\n  \"work_subtype\": null,\n  \"work_detail\": null,\n  \"photo_title\": \"\",\n  \"shooting_location\": \"\",\n  \"control_value\": \"\",\n  \"is_representative\": false,\n  \"blackboard_found\": true,\n  \"duplicate_group\": \"\",\n  \"confidence\": \"high | medium | low\",\n  \"needs_review\": []\n}\n```\n\n`shot_date` \u306f\u300c2026-04-05\u300d\u306e\u5f62\u5f0f\u3067\u56fa\u5b9a\u3057\u307e\u3059\u3002`work_type` \u3092\u542b\u3080\u5206\u985e\u306e\u9805\u76ee\u306f\u3001\u5f53\u3066\u306f\u307e\u3089\u306a\u3044\u3068\u304d\u306b\u6587\u5b57\u5217\u3067\u300c\u4e0d\u660e\u300d\u3068\u8fd4\u3055\u305b\u305a\u3001`null` \u306b\u3057\u307e\u3059\u3002\u6587\u5b57\u5217\u3060\u3068\u3001\u305d\u306e\u307e\u307e\u7ba1\u7406\u9805\u76ee\u306b\u5165\u3063\u3066\u7d0d\u54c1\u6642\u306e\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3059\u3002","integration_systems":"\u78ba\u8a8d\u6e08\u307f\u306e\u5185\u5bb9\u306f\u3001\u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u304c\u53d6\u308a\u8fbc\u3081\u308b\u5f62\u5f0f\uff08\u591a\u304f\u306fCSV\uff09\u3067\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\u30bd\u30d5\u30c8\u3054\u3068\u306b\u5217\u306e\u4e26\u3073\u304c\u9055\u3046\u306e\u3067\u3001\u5909\u63db\u306e\u5b9a\u7fa9\u30921\u304b\u6240\u306b\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u5199\u771f\u30d5\u30a1\u30a4\u30eb\u81ea\u4f53\u306f\u3001\u53d6\u308a\u8fbc\u307f\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u52d5\u304b\u3057\u307e\u305b\u3093\u3002** \u7ba1\u7406\u9805\u76ee\u3068\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5bfe\u5fdc\u8868\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002\u5199\u771f\u306e\u4e26\u3079\u66ff\u3048\u3084\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u4ed8\u3051\u76f4\u3057\u306f\u3001\u96fb\u5b50\u7d0d\u54c1\u306b\u5bfe\u5fdc\u3057\u305f\u30bd\u30d5\u30c8\u306b\u4efb\u305b\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306f\u534a\u89d2\u82f1\u6570\u5927\u6587\u5b57\u30678\u6587\u5b57\u4ee5\u5185\u3001\u62e1\u5f35\u5b503\u6587\u5b57\u4ee5\u5185\u3068\u3044\u3046\u6c7a\u307e\u308a\u304c\u3042\u308a\u3001\u901a\u3057\u756a\u53f7\u306f\u5de5\u4e8b\u306e\u7d4c\u7def\u304c\u5206\u304b\u308b\u3088\u3046\u65e5\u4ed8\u306e\u6607\u9806\u3067\u4ed8\u3051\u308b\u3053\u3068\u304c\u57fa\u672c\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u5c0f\u9ed2\u677f\u60c5\u5831\u306e\u96fb\u5b50\u7684\u8a18\u5165\u306b\u3064\u3044\u3066\u3002** \u64ae\u5f71\u3068\u540c\u6642\u306b\u9ed2\u677f\u306e\u60c5\u5831\u3092\u753b\u50cf\u3078\u96fb\u5b50\u7684\u306b\u8a18\u5165\u3059\u308b\u4ed5\u7d44\u307f\u304c\u3042\u308a\u3001\u3053\u308c\u306f\u30c7\u30b8\u30bf\u30eb\u5199\u771f\u7ba1\u7406\u60c5\u5831\u57fa\u6e96\u306e\u300c\u5199\u771f\u7de8\u96c6\u300d\u306b\u306f\u8a72\u5f53\u3057\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u306f\u5bfe\u5fdc\u3057\u305f\u6a5f\u5668\u3084\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c\u64ae\u5f71\u6642\u306b\u884c\u3046\u3082\u306e\u3067\u3001\u6539\u3056\u3093\u691c\u77e5\u306e\u6a5f\u80fd\u3092\u6301\u3064\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\u64ae\u5f71\u5f8c\u306bAI\u3067\u9ed2\u677f\u3092\u5408\u6210\u3059\u308b\u3053\u3068\u306f\u3001\u3053\u308c\u3068\u306f\u307e\u3063\u305f\u304f\u5225\u306e\u3053\u3068\u3067\u3059\u3002\u7d76\u5bfe\u306b\u884c\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u6bb5\u968e\u7684\u306a\u81ea\u52d5\u5316\u3082\u3057\u307e\u305b\u3093\u3002**\n\n\u7406\u7531\u306f\u3001\u5de5\u4e8b\u5199\u771f\u304c\u691c\u67fb\u306e\u8a3c\u62e0\u3067\u3042\u308b\u305f\u3081\u3067\u3059\u3002\u51fa\u6765\u5f62\u7ba1\u7406\u5199\u771f\u3084\u54c1\u8cea\u7ba1\u7406\u5199\u771f\u306f\u3001\u51fa\u6765\u5f62\u3084\u54c1\u8cea\u304c\u57fa\u6e96\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u3082\u306e\u3067\u3059\u3002\u5206\u985e\u3084\u64ae\u5f71\u7b87\u6240\u304c\u9055\u3048\u3070\u3001\u691c\u67fb\u3067\u3084\u308a\u76f4\u3057\u306b\u306a\u308a\u307e\u3059\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u78ba\u8a8d\u753b\u9762\u3067\u3001**\u5199\u771f\u3068\u7ba1\u7406\u9805\u76ee\u3092\u5de6\u53f3\u306b\u4e26\u3079\u3066\u8868\u793a**\u3059\u308b\n- OCR\u304c\u8aad\u307f\u53d6\u3063\u305f\u9ed2\u677f\u306e\u90e8\u5206\u3092\u3001\u5199\u771f\u4e0a\u3067\u67a0\u3067\u56f2\u3063\u3066\u793a\u3059\n- `confidence` \u304c\u4f4e\u3044\u3082\u306e\u3001`needs_review` \u306b\u5165\u3063\u305f\u3082\u306e\u3092\u5148\u982d\u306b\u4e26\u3079\u308b\n- \u540c\u3058\u5de5\u7a2e\u306e\u5199\u771f\u3092\u307e\u3068\u3081\u3066\u8868\u793a\u3057\u3001\u7d9a\u3051\u3066\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\n- 1\u679a\u76f4\u3057\u305f\u3089\u3001\u540c\u3058\u5de5\u7a2e\u306e\u6b8b\u308a\u306b\u3082\u53cd\u6620\u3059\u308b\u304b\u3092\u805e\u304f\n\n**\u6700\u5f8c\u306e1\u3064\u304c\u52b9\u304d\u307e\u3059\u3002** \u540c\u3058\u5de5\u7a2e\u306e\u5199\u771f\u304c\u6570\u5341\u679a\u7d9a\u304f\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u307e\u3068\u3081\u3066\u76f4\u305b\u308b\u304b\u3069\u3046\u304b\u3067\u78ba\u8a8d\u6642\u9593\u304c\u5909\u308f\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u9ed2\u677f\u304c\u5199\u3063\u3066\u3044\u306a\u3044 | `blackboard_found` \u3092 false \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u7ba1\u7406\u9805\u76ee\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044 |\n| \u9ed2\u677f\u306e\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044\uff08\u96e8\u3001\u9006\u5149\u3001\u6c5a\u308c\uff09 | \u8a72\u5f53\u9805\u76ee\u3092\u7a7a\u3067\u8fd4\u3057\u3001`needs_review` \u306b\u5165\u308c\u308b |\n| \u624b\u66f8\u304d\u306e\u9ed2\u677f\u3067\u6587\u5b57\u304c\u5d29\u308c\u3066\u3044\u308b | OCR\u306e\u7cbe\u5ea6\u304c\u843d\u3061\u308b\u3002`confidence` \u304c low \u3067\u8fd4\u308b\u305f\u3081\u3001\u5f93\u6765\u3069\u304a\u308a\u624b\u5165\u529b\u306b\u56de\u3059 |\n| \u5de5\u7a2e\u304c\u4e00\u89a7\u306b\u5f53\u3066\u306f\u307e\u3089\u306a\u3044 | `null` \u3092\u8fd4\u3059\u3002\u65b0\u3057\u3044\u5de5\u7a2e\u3092\u4f5c\u3089\u306a\u3044 |\n| \u540c\u3058\u69cb\u56f3\u304c\u9023\u7d9a\u3057\u3066\u3044\u308b | \u64ae\u5f71\u6642\u523b\u3068\u69cb\u56f3\u3067\u307e\u3068\u3081\u3001\u4ee3\u8868\u3092\u5019\u88dc\u306b\u3059\u308b\u3002**\u524a\u9664\u306f\u3057\u306a\u3044** |\n| \u6709\u52b9\u753b\u7d20\u6570\u304c\u76ee\u5b89\u304b\u3089\u5916\u308c\u3066\u3044\u308b | \u64ae\u5f71\u8a2d\u5b9a\u306e\u554f\u984c\u3068\u3057\u3066\u73fe\u5834\u3078\u77e5\u3089\u305b\u308b\u3002\u753b\u50cf\u3092\u52a0\u5de5\u3057\u306a\u3044 |\n| Exif\u306e\u64ae\u5f71\u65e5\u6642\u304c\u306a\u3044 | \u4eba\u3078\u56de\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u306e\u66f4\u65b0\u65e5\u6642\u3067\u4ee3\u7528\u3057\u306a\u3044 |\n| \u4f7f\u7528\u3067\u304d\u306a\u3044\u6587\u5b57\u304c\u51fa\u529b\u306b\u5165\u3063\u305f | \u691c\u67fb\u3067\u5f3e\u304d\u3001\u66f8\u304d\u63db\u3048\u5019\u88dc\u3092\u793a\u3057\u3066\u4eba\u3078\u56de\u3059 |\n| \u5199\u771f\u533a\u5206\u304c\u5224\u65ad\u3067\u304d\u306a\u3044 | `null` \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u300c\u305d\u306e\u4ed6\u300d\u306b\u9003\u304c\u3055\u306a\u3044 |\n| 1\u65e5\u3067500\u679a\u4ee5\u4e0a\u304c\u5165\u3063\u305f | \u9806\u306b\u30ad\u30e5\u30fc\u3067\u51e6\u7406\u3059\u308b\u3002\u540c\u6642\u5b9f\u884c\u6570\u3092\u5236\u9650\u3057\u3066API\u306e\u5236\u9650\u306b\u5f53\u305f\u3089\u306a\u3044\u3088\u3046\u306b\u3059\u308b |","log_storage":"- \u5199\u771f\u306e\u539f\u672c\uff08**\u4e00\u5207\u52a0\u5de5\u3057\u306a\u3044\u72b6\u614b\u3067**\uff09\n- OCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u751f\u306e\u72b6\u614b\uff09\n- \u751f\u6210AI\u304c\u4ed8\u3051\u305f\u5019\u88dc\u3068 `confidence`\n- **\u4eba\u304c\u76f4\u3057\u305f\u9805\u76ee\u3068\u3001\u76f4\u3059\u524d\u3068\u5f8c\u306e\u5024**\n- \u78ba\u8a8d\u3057\u305f\u4eba\u3068\u3001\u78ba\u8a8d\u3057\u305f\u65e5\u6642\n\n**\u5199\u771f\u306e\u539f\u672c\u3092\u52a0\u5de5\u3057\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u524d\u63d0\u3067\u3059\u3002** \u57fa\u6e96\u306f\u5199\u771f\u7de8\u96c6\u3092\u8a8d\u3081\u3066\u3044\u307e\u305b\u3093\u3002\u51e6\u7406\u306e\u904e\u7a0b\u3067\u4e00\u6642\u7684\u306b\u7e2e\u5c0f\u3057\u305f\u753b\u50cf\u3092AI\u306b\u6e21\u3059\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304c\u3001**\u7e2e\u5c0f\u3057\u305f\u753b\u50cf\u3092\u4fdd\u5b58\u3057\u305f\u308a\u3001\u539f\u672c\u3092\u7f6e\u304d\u63db\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**\n\n\u4eba\u304c\u76f4\u3057\u305f\u9805\u76ee\u306e\u8a18\u9332\u306f\u3001\u7cbe\u5ea6\u306e\u5b9f\u6e2c\u5024\u306b\u306a\u308a\u307e\u3059\u3002\u300c\u64ae\u5f71\u5e74\u6708\u65e5\u306f\u6bce\u56de\u305d\u306e\u307e\u307e\u901a\u308b\u304c\u3001\u5de5\u7a2e\u306f4\u5272\u76f4\u3055\u308c\u3066\u3044\u308b\u300d\u3068\u5206\u304b\u308c\u3070\u3001\u5206\u985e\u306e\u4e00\u89a7\u306e\u6e21\u3057\u65b9\u3092\u898b\u76f4\u305b\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"\u30ce\u30fc\u30b3\u30fc\u30c9\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":1200,"assumption_workdays":20,"volume_month":1200,"before_minutes_per_case":2,"after_minutes_per_case":0.59999999999999997779553950749686919152736663818359375,"hourly_cost":3800,"before_hours_month":40,"after_hours_month":12,"saved_hours_month":28,"reduction_rate":70,"saved_hours_year":336,"annual_cost_effect":1276800,"summary":"\u73fe\u5834\u3067\u64ae\u5f71\u3057\u305f\u5de5\u4e8b\u5199\u771f\u3092\u5165\u529b\u306b\u3001\u5199\u771f\u306b\u5199\u3063\u3066\u3044\u308b\u9ed2\u677f\u306e\u6587\u5b57\u3092\u8aad\u307f\u53d6\u308a\u3001\u64ae\u5f71\u65e5\u6642\u3068\u5408\u308f\u305b\u3066\u3001\u96fb\u5b50\u7d0d\u54c1\u3067\u6c42\u3081\u3089\u308c\u308b\u5199\u771f\u7ba1\u7406\u9805\u76ee\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002\u5199\u771f\u533a\u5206\u3001\u5de5\u7a2e\u3001\u5199\u771f\u30bf\u30a4\u30c8\u30eb\u3001\u64ae\u5f71\u7b87\u6240\u3068\u3044\u3063\u305f\u9805\u76ee\u304c\u30011\u679a\u305a\u3064\u6253\u3061\u8fbc\u3080\u524d\u306b\u57cb\u307e\u3063\u305f\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002","before_flow":"1. \u73fe\u5834\u3067\u9ed2\u677f\u3092\u6301\u3063\u3066\u64ae\u5f71\u3059\u308b\uff081\u65e550\u301c100\u679a\uff09\n2. \u5915\u65b9\u3084\u9031\u672b\u306b\u3001\u30ab\u30e1\u30e9\u3084\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u304b\u3089PC\u3078\u5199\u771f\u3092\u53d6\u308a\u8fbc\u3080\n3. \u5de5\u4e8b\u3054\u3068\u3001\u65e5\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5206\u3051\u308b\n4. \u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u3092\u958b\u304d\u30011\u679a\u305a\u3064\u5199\u771f\u533a\u5206\u3092\u9078\u3076\n5. \u5de5\u7a2e\u3001\u7a2e\u5225\u3001\u7d30\u5225\u3092\u9078\u3073\u3001\u5199\u771f\u30bf\u30a4\u30c8\u30eb\u3068\u64ae\u5f71\u7b87\u6240\u3092\u6253\u3061\u8fbc\u3080\n6. \u4ee3\u8868\u5199\u771f\u3068\u63d0\u51fa\u983b\u5ea6\u5199\u771f\u306b\u30c1\u30a7\u30c3\u30af\u3092\u4ed8\u3051\u308b\n7. \u30d4\u30f3\u30dc\u30b1\u3001\u91cd\u8907\u3001\u9ed2\u677f\u304c\u5199\u3063\u3066\u3044\u306a\u3044\u5199\u771f\u3092\u5916\u3059\n8. \u5de5\u4e8b\u5b8c\u6210\u6642\u306b\u5199\u771f\u7ba1\u7406\u30d5\u30a1\u30a4\u30eb\u3092\u51fa\u529b\u3057\u3001\u30c1\u30a7\u30c3\u30af\u30bd\u30d5\u30c8\u306b\u304b\u3051\u308b\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u679a\u6570\u304c\u591a\u3044\u3002** 1\u73fe\u5834\u3067\u6570\u5343\u679a\u306b\u306a\u308a\u307e\u3059\u30021\u679a2\u5206\u3067\u3082\u30011,000\u679a\u306733\u6642\u9593\u3067\u3059\u3002\n\n**\uff08b\uff09\u9ed2\u677f\u306b\u66f8\u3044\u3066\u3042\u308b\u3053\u3068\u3092\u3001\u898b\u306a\u304c\u3089\u6253\u3061\u76f4\u3057\u3066\u3044\u308b\u3002** \u5de5\u7a2e\u3082\u6e2c\u70b9\u3082\u5bf8\u6cd5\u3082\u3001\u64ae\u5f71\u6642\u306b\u9ed2\u677f\u3078\u66f8\u3044\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u3092\u5199\u771f\u3067\u898b\u306a\u304c\u3089\u30ad\u30fc\u30dc\u30fc\u30c9\u3067\u6253\u3061\u76f4\u3059\u306e\u304c\u3001\u5165\u529b\u4f5c\u696d\u306e\u4e2d\u8eab\u3067\u3059\u3002\n\n**\uff08c\uff09\u4f7f\u7528\u6587\u5b57\u306e\u5236\u7d04\u3067\u3001\u3042\u3068\u304b\u3089\u30a8\u30e9\u30fc\u304c\u51fa\u308b\u3002** \u5199\u771f\u7ba1\u7406\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u3001\u6a5f\u7a2e\u4f9d\u5b58\u6587\u5b57\uff08\u4e38\u56f2\u3044\u6570\u5b57\u3001\u30ed\u30fc\u30de\u6570\u5b57\u3001\u3231\u3001\u2116\u3001\u338f\u3001\u33a1\u306a\u3069\uff09\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002\u5168\u89d2\u306e\u6570\u5b57\u3084\u30e9\u30c6\u30f3\u6587\u5b57\u3082\u4f7f\u3048\u305a\u3001\u534a\u89d2\u3067\u7d71\u4e00\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u64ae\u5f71\u304b\u3089\u6570\u304b\u6708\u305f\u3063\u3066\u30c1\u30a7\u30c3\u30af\u306b\u304b\u3051\u305f\u3068\u304d\u306b\u30a8\u30e9\u30fc\u304c\u51fa\u308b\u3068\u3001\u3069\u306e\u5199\u771f\u306e\u3069\u306e\u6b04\u304b\u3092\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u591c\u9593\u3068\u4f11\u65e5\u306e\u4f5c\u696d\u306b\u306a\u3063\u3066\u3044\u308b\u3002** \u65e5\u4e2d\u306f\u73fe\u5834\u3067\u3059\u3002\u5199\u771f\u6574\u7406\u306f\u73fe\u5834\u304c\u7d42\u308f\u3063\u305f\u3042\u3068\u306e\u6642\u9593\u306b\u56de\u308a\u3001\u3053\u308c\u304c\u73fe\u5834\u4ee3\u7406\u4eba\u306e\u8ca0\u62c5\u3068\u3057\u3066\u7a4d\u307f\u4e0a\u304c\u3063\u3066\u3044\u307e\u3059\u3002","before_flow_steps":["\u73fe\u5834\u3067\u9ed2\u677f\u3092\u6301\u3063\u3066\u64ae\u5f71\u3059\u308b\uff081\u65e550\u301c100\u679a\uff09","\u5915\u65b9\u3084\u9031\u672b\u306b\u3001\u30ab\u30e1\u30e9\u3084\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u304b\u3089PC\u3078\u5199\u771f\u3092\u53d6\u308a\u8fbc\u3080","\u5de5\u4e8b\u3054\u3068\u3001\u65e5\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5206\u3051\u308b","\u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u3092\u958b\u304d\u30011\u679a\u305a\u3064\u5199\u771f\u533a\u5206\u3092\u9078\u3076","\u5de5\u7a2e\u3001\u7a2e\u5225\u3001\u7d30\u5225\u3092\u9078\u3073\u3001\u5199\u771f\u30bf\u30a4\u30c8\u30eb\u3068\u64ae\u5f71\u7b87\u6240\u3092\u6253\u3061\u8fbc\u3080","\u4ee3\u8868\u5199\u771f\u3068\u63d0\u51fa\u983b\u5ea6\u5199\u771f\u306b\u30c1\u30a7\u30c3\u30af\u3092\u4ed8\u3051\u308b","\u30d4\u30f3\u30dc\u30b1\u3001\u91cd\u8907\u3001\u9ed2\u677f\u304c\u5199\u3063\u3066\u3044\u306a\u3044\u5199\u771f\u3092\u5916\u3059","\u5de5\u4e8b\u5b8c\u6210\u6642\u306b\u5199\u771f\u7ba1\u7406\u30d5\u30a1\u30a4\u30eb\u3092\u51fa\u529b\u3057\u3001\u30c1\u30a7\u30c3\u30af\u30bd\u30d5\u30c8\u306b\u304b\u3051\u308b"],"after_flow":"1. \u73fe\u5834\u4ee3\u7406\u4eba\u304c\u5199\u771f\u3092\u6240\u5b9a\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u53d6\u308a\u8fbc\u3080\n2. **\u3010\u81ea\u52d5\u3011** \u753b\u50cf\u306eExif\u304b\u3089\u64ae\u5f71\u5e74\u6708\u65e5\u3092\u53d6\u308a\u51fa\u3059\n3. **\u3010\u81ea\u52d5\u3011** \u9ed2\u677f\u306e\u90e8\u5206\u3092\u8aad\u307f\u53d6\u308a\u3001\u5de5\u4e8b\u540d\u3001\u5de5\u7a2e\u3001\u6e2c\u70b9\u3001\u5bf8\u6cd5\u306a\u3069\u306e\u8a18\u8f09\u3092\u53d6\u5f97\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u753b\u50cf\u306e\u5185\u5bb9\u304b\u3089\u5199\u771f\u533a\u5206\u306e\u5019\u88dc\u3092\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u5de5\u7a2e\u3001\u7a2e\u5225\u3001\u7d30\u5225\u3092\u3001\u305d\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u5206\u985e\u306e\u4e00\u89a7\u306b\u5272\u308a\u5f53\u3066\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5199\u771f\u30bf\u30a4\u30c8\u30eb\u3068\u64ae\u5f71\u7b87\u6240\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u4f7f\u7528\u3067\u304d\u306a\u3044\u6587\u5b57\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u691c\u67fb\u3059\u308b\n8. **\u3010\u4eba\u3011** \u73fe\u5834\u4ee3\u7406\u4eba\u304c\u4e00\u89a7\u753b\u9762\u3067\u78ba\u8a8d\u3057\u3001\u9055\u3046\u3082\u306e\u3092\u76f4\u3059\n9. **\u3010\u81ea\u52d5\u3011** \u78ba\u8a8d\u6e08\u307f\u306e\u5185\u5bb9\u3092\u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u3078\u53d6\u308a\u8fbc\u3081\u308b\u5f62\u5f0f\u3067\u66f8\u304d\u51fa\u3059\n\n\u81ea\u52d5\u5316\u3055\u308c\u308b\u306e\u306f\u300c\u8aad\u3080\u300d\u300c\u5206\u985e\u3059\u308b\u300d\u300c\u66f8\u304d\u5199\u3059\u300d\u300c\u6587\u5b57\u3092\u691c\u67fb\u3059\u308b\u300d\u306e4\u3064\u3067\u3059\u3002**\u6b8b\u308b\u306e\u306f\u300c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u300d\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002**","after_flow_steps":["\u73fe\u5834\u4ee3\u7406\u4eba\u304c\u5199\u771f\u3092\u6240\u5b9a\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u53d6\u308a\u8fbc\u3080","**\u3010\u81ea\u52d5\u3011** \u753b\u50cf\u306eExif\u304b\u3089\u64ae\u5f71\u5e74\u6708\u65e5\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u9ed2\u677f\u306e\u90e8\u5206\u3092\u8aad\u307f\u53d6\u308a\u3001\u5de5\u4e8b\u540d\u3001\u5de5\u7a2e\u3001\u6e2c\u70b9\u3001\u5bf8\u6cd5\u306a\u3069\u306e\u8a18\u8f09\u3092\u53d6\u5f97\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u753b\u50cf\u306e\u5185\u5bb9\u304b\u3089\u5199\u771f\u533a\u5206\u306e\u5019\u88dc\u3092\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u5de5\u7a2e\u3001\u7a2e\u5225\u3001\u7d30\u5225\u3092\u3001\u305d\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u5206\u985e\u306e\u4e00\u89a7\u306b\u5272\u308a\u5f53\u3066\u308b","**\u3010\u81ea\u52d5\u3011** \u5199\u771f\u30bf\u30a4\u30c8\u30eb\u3068\u64ae\u5f71\u7b87\u6240\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u4f7f\u7528\u3067\u304d\u306a\u3044\u6587\u5b57\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u691c\u67fb\u3059\u308b","**\u3010\u4eba\u3011** \u73fe\u5834\u4ee3\u7406\u4eba\u304c\u4e00\u89a7\u753b\u9762\u3067\u78ba\u8a8d\u3057\u3001\u9055\u3046\u3082\u306e\u3092\u76f4\u3059","**\u3010\u81ea\u52d5\u3011** \u78ba\u8a8d\u6e08\u307f\u306e\u5185\u5bb9\u3092\u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u3078\u53d6\u308a\u8fbc\u3081\u308b\u5f62\u5f0f\u3067\u66f8\u304d\u51fa\u3059"],"architecture":"```\n\u73fe\u5834\u3067\u64ae\u5f71\uff08\u9ed2\u677f\u3042\u308a\uff09\n   \u2502\n   \u25bc\n\u53d6\u308a\u8fbc\u307f\u30d5\u30a9\u30eb\u30c0\uff08\u5de5\u4e8b\u3054\u3068\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u30d5\u30a1\u30a4\u30eb\u304c\u8ffd\u52a0\u3055\u308c\u305f\u3068\u304d\nPython \u306e\u30d0\u30c3\u30c1\u51e6\u7406\n   \u2502\n   \u251c\u2500\u2500\u25b6 Exif \u8aad\u307f\u53d6\u308a \u2500\u2500 \u64ae\u5f71\u5e74\u6708\u65e5\u3092\u53d6\u5f97\uff08\u753b\u50cf\u306f\u5909\u66f4\u3057\u306a\u3044\uff09\n   \u2502\n   \u251c\u2500\u2500\u25b6 OCR \u2500\u2500 \u9ed2\u677f\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u3092\u8aad\u307f\u53d6\u308b\n   \u2502\n   \u251c\u2500\u2500\u25b6 LLM API\uff08\u753b\u50cf\u5165\u529b\uff09\u2500\u2500 \u5199\u771f\u533a\u5206\u306e\u5019\u88dc\u3065\u3051\u3001\u5de5\u7a2e\u306e\u5272\u308a\u5f53\u3066\n   \u2502\n   \u2514\u2500\u2500\u25b6 \u4f7f\u7528\u6587\u5b57\u306e\u691c\u67fb\uff08\u5168\u89d2\u6570\u5b57\u30fb\u6a5f\u7a2e\u4f9d\u5b58\u6587\u5b57\u3092\u5f3e\u304f\uff09\n   \u2502\n   \u25bc\n\u78ba\u8a8d\u753b\u9762\uff08\u5199\u771f\u3068\u7ba1\u7406\u9805\u76ee\u3092\u5de6\u53f3\u306b\u4e26\u3079\u308b\uff09\u2500\u2500\u3010\u4eba\u304c\u78ba\u8a8d\u3011\n   \u2502\n   \u25bc\n\u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u3078\u53d6\u308a\u8fbc\u307f \uff0b \u5199\u771f\u306f\u539f\u672c\u306e\u307e\u307e\u4fdd\u7ba1\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Google Cloud Vision API\uff08DOCUMENT_TEXT_DETECTION\uff09 | Azure AI Vision\u3001AWS Textract\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u753b\u50cf\u5165\u529b\uff09 | Gemini API\u3001OpenAI API |\n| \u5b9f\u884c\u74b0\u5883 | Python | \u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u306e\u6a19\u6e96\u6a5f\u80fd |\n| \u9023\u643a | \u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\uff08\u96fb\u5b50\u7d0d\u54c1\u5bfe\u5fdc\uff09 | \u2015 |\n| \u4fdd\u7ba1 | \u793e\u5185\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc | \u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8 |\n\n**\u5199\u771f\u7ba1\u7406\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210\u306f\u3001\u96fb\u5b50\u7d0d\u54c1\u306b\u5bfe\u5fdc\u3057\u305f\u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u306b\u4efb\u305b\u3066\u304f\u3060\u3055\u3044\u3002** \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u4ed8\u3051\u65b9\uff08\u5199\u771f\u30d5\u30a1\u30a4\u30eb\u306f\u300cP\u300d\uff0b7\u6587\u5b57\u3001\u62e1\u5f35\u5b50JPG\u3001\u534a\u89d2\u82f1\u6570\u5927\u6587\u5b57\uff09\u3001\u30d5\u30a9\u30eb\u30c0\u69cb\u6210\uff08PHOTO\u30d5\u30a9\u30eb\u30c0\u306e\u4e0b\u306bPIC\u3068DRA\uff09\u3001\u5199\u771f\u7ba1\u7406\u30d5\u30a1\u30a4\u30eb\u306e\u5f62\u5f0f\uff08XML\uff09\u3068\u3044\u3063\u305f\u6c7a\u307e\u308a\u304c\u57fa\u6e96\u306b\u5b9a\u3081\u3089\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u3092\u81ea\u524d\u3067\u4f5c\u308a\u8fbc\u3080\u4fa1\u5024\u306f\u5c0f\u3055\u3044\u305f\u3081\u3067\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067AI\u304c\u62c5\u3046\u306e\u306f\u3001\u30bd\u30d5\u30c8\u306b\u5165\u308c\u308b\u524d\u306e\u7ba1\u7406\u9805\u76ee\u306e\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002**\n\n**\u3059\u3067\u306b\u4f7f\u3063\u3066\u3044\u308b\u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u306b\u81ea\u52d5\u4ed5\u5206\u3051\u6a5f\u80fd\u304c\u3042\u308b\u306a\u3089\u3001\u307e\u305a\u305d\u3061\u3089\u3092\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u81ea\u524d\u3067\u7d44\u3080\u4fa1\u5024\u304c\u3042\u308b\u306e\u306f\u3001\u8907\u6570\u306e\u73fe\u5834\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3057\u305f\u3044\u5834\u5408\u3084\u3001\u793e\u5185\u72ec\u81ea\u306e\u5199\u771f\u30bf\u30a4\u30c8\u30eb\u306e\u4ed8\u3051\u65b9\u3092\u53cd\u6620\u3057\u305f\u3044\u5834\u5408\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d6\u308a\u8fbc\u307f\u30d5\u30a9\u30eb\u30c0\u306b\u5199\u771f\u304c\u8ffd\u52a0\u3055\u308c\u305f\u3053\u3068**\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002\u73fe\u5834\u3054\u3068\u306b\u30d5\u30a9\u30eb\u30c0\u3092\u5206\u3051\u3001\u30d5\u30a9\u30eb\u30c0\u540d\u304b\u3089\u5de5\u4e8b\u540d\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\n\n1\u65e5\u5206\u3092\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u8a2d\u8a08\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u30021\u679a\u305a\u3064\u51e6\u7406\u3059\u308b\u3068\u3001\u78ba\u8a8d\u753b\u9762\u3092\u958b\u304f\u56de\u6570\u304c\u5897\u3048\u3066\u3001\u304b\u3048\u3063\u3066\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002**\u591c\u9593\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3057\u3001\u7fcc\u671d\u306b\u78ba\u8a8d\u3059\u308b\u904b\u7528\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5de5\u4e8b\u5199\u771f | JPEG\u5f62\u5f0f\u306e\u753b\u50cf | \u30ab\u30e1\u30e9\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3 |\n| \u64ae\u5f71\u65e5\u6642 | Exif\u306e\u64ae\u5f71\u65e5\u6642 | \u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u81ea\u8eab |\n| \u5de5\u4e8b\u306e\u57fa\u672c\u60c5\u5831 | \u5de5\u4e8b\u540d\u3001\u5de5\u671f\u3001\u767a\u6ce8\u8005 | \u5de5\u4e8b\u53f0\u5e33 |\n| \u5206\u985e\u306e\u4e00\u89a7 | \u305d\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u5de5\u7a2e\u3001\u7a2e\u5225\u3001\u7d30\u5225 | \u7a4d\u7b97\u4f53\u7cfb\u306b\u57fa\u3065\u304f\u5de5\u4e8b\u3054\u3068\u306e\u4e00\u89a7 |\n| \u64ae\u5f71\u8a08\u753b | \u3069\u306e\u5de5\u7a2e\u3067\u4f55\u3092\u4f55\u56de\u64ae\u308b\u304b | \u5199\u771f\u7ba1\u7406\u57fa\u6e96\u306b\u57fa\u3065\u304f\u64ae\u5f71\u7b87\u6240\u4e00\u89a7 |\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u64ae\u5f71\u65e5\u6642\uff1a** \u753b\u50cf\u306eExif\u304b\u3089\u53d6\u5f97\u3057\u307e\u3059\u3002Python\u3067\u3042\u308c\u3070\u753b\u50cf\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea\u3067Exif\u3092\u8aad\u307f\u51fa\u305b\u307e\u3059\u3002**\u8aad\u307f\u51fa\u3059\u3060\u3051\u3067\u3001\u66f8\u304d\u8fbc\u307f\u306f\u3057\u307e\u305b\u3093\u3002** \u5199\u771f\u7ba1\u7406\u9805\u76ee\u306e\u64ae\u5f71\u5e74\u6708\u65e5\u306f\u300c2008-12-03\u300d\u306e\u3088\u3046\u306b\u897f\u66a64\u6841\u30fb\u67082\u6841\u30fb\u65e52\u6841\u306e10\u6841\u3067\u8a18\u5165\u3059\u308b\u6c7a\u307e\u308a\u306a\u306e\u3067\u3001\u3053\u306e\u5f62\u5f0f\u306b\u6574\u3048\u307e\u3059\u3002\n\n**\u9ed2\u677f\u306e\u6587\u5b57\uff1a** OCR\u3067\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002Google Cloud Vision API\u306b\u306f\u6587\u5b57\u691c\u51fa\u306e\u6a5f\u80fd\u304c\u3042\u308a\u3001\u770b\u677f\u306e\u3088\u3046\u306a\u4e00\u822c\u7684\u306a\u753b\u50cf\u5411\u3051\u306eTEXT_DETECTION\u3068\u3001\u6587\u5b57\u304c\u5bc6\u306a\u6587\u66f8\u5411\u3051\u306eDOCUMENT_TEXT_DETECTION\u304c\u3042\u308a\u307e\u3059\u3002\u9ed2\u677f\u306f\u6587\u5b57\u304c\u56fa\u307e\u3063\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4e21\u65b9\u3092\u8a66\u3057\u3066\u7cbe\u5ea6\u306e\u9ad8\u3044\u307b\u3046\u3092\u9078\u3073\u307e\u3059\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u306b\u306f\u691c\u51fa\u3057\u305f\u6587\u5b57\u3068\u305d\u306e\u4f4d\u7f6e\uff08boundingPoly\uff09\u304c\u542b\u307e\u308c\u308b\u306e\u3067\u3001**\u9ed2\u677f\u306e\u67a0\u306e\u4e2d\u306b\u3042\u308b\u6587\u5b57\u3060\u3051\u3092\u53d6\u308a\u51fa\u305b\u307e\u3059\u3002**\n\n**\u5206\u985e\u306e\u4e00\u89a7\uff1a** \u5de5\u7a2e\u3001\u7a2e\u5225\u3001\u7d30\u5225\u306f\u3001\u571f\u6728\u5de5\u4e8b\u306e\u5834\u5408\u3001\u65b0\u571f\u6728\u5de5\u4e8b\u7a4d\u7b97\u4f53\u7cfb\u306e\u30ec\u30d9\u30eb2\u304b\u3089\u30ec\u30d9\u30eb4\u3092\u8a18\u5165\u3057\u307e\u3059\u3002**\u5de5\u4e8b\u3054\u3068\u306b\u4f7f\u3046\u5de5\u7a2e\u306f\u9650\u3089\u308c\u307e\u3059\u3002** \u5168\u4f53\u306e\u4e00\u89a7\u3092AI\u306b\u6e21\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u305d\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u6570\u5341\u4ef6\u306b\u7d5e\u3063\u3066\u6e21\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u304c\u7cbe\u5ea6\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u9ed2\u677f\u306e\u4f4d\u7f6e\u306e\u7279\u5b9a** \u2026 \u753b\u50cf\u5168\u4f53\u3092OCR\u306b\u304b\u3051\u308b\u3068\u3001\u5468\u56f2\u306e\u6a19\u8b58\u3084\u8cc7\u6750\u306e\u6587\u5b57\u307e\u3067\u62fe\u3044\u307e\u3059\u3002\u9ed2\u677f\u306e\u67a0\u3092\u5148\u306b\u898b\u3064\u3051\u3001\u305d\u306e\u7bc4\u56f2\u306e\u6587\u5b57\u3060\u3051\u3092\u4f7f\u3044\u307e\u3059\n2. **\u91cd\u8907\u306e\u691c\u51fa** \u2026 \u540c\u3058\u69cb\u56f3\u3092\u7d9a\u3051\u3066\u64ae\u308b\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u64ae\u5f71\u6642\u523b\u304c\u8fd1\u304f\u69cb\u56f3\u304c\u4f3c\u305f\u5199\u771f\u3092\u307e\u3068\u3081\u3001\u4ee3\u8868\u30921\u679a\u9078\u3093\u3067\u6b8b\u308a\u3092\u5019\u88dc\u304b\u3089\u5916\u3057\u307e\u3059\u3002**\u5916\u3059\u3060\u3051\u3067\u3001\u524a\u9664\u306f\u3057\u307e\u305b\u3093**\n3. **\u9ed2\u677f\u304c\u5199\u3063\u3066\u3044\u306a\u3044\u5199\u771f\u306e\u62bd\u51fa** \u2026 \u9ed2\u677f\u304c\u306a\u3044\u5199\u771f\u306f\u3001\u7ba1\u7406\u9805\u76ee\u3092\u57cb\u3081\u308b\u6750\u6599\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u5225\u67a0\u306b\u3057\u3066\u4eba\u3078\u56de\u3057\u307e\u3059\n4. **\u6709\u52b9\u753b\u7d20\u6570\u306e\u78ba\u8a8d** \u2026 \u57fa\u6e96\u3067\u306f\u3001\u6709\u52b9\u753b\u7d20\u6570\u306f\u9ed2\u677f\u306e\u6587\u5b57\u3068\u64ae\u5f71\u5bfe\u8c61\u304c\u78ba\u8a8d\u3067\u304d\u308b\u3053\u3068\u3092\u6307\u6a19\u3068\u3057\u3001100\u4e07\u304b\u3089300\u4e07\u753b\u7d20\u7a0b\u5ea6\uff081,200\u00d7900\u7a0b\u5ea6\u304b\u30892,000\u00d71,500\u7a0b\u5ea6\uff09\u304c\u76ee\u5b89\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u304b\u3089\u5927\u304d\u304f\u5916\u308c\u308b\u5199\u771f\u306f\u3001\u64ae\u5f71\u8a2d\u5b9a\u306e\u554f\u984c\u3068\u3057\u3066\u73fe\u5834\u3078\u77e5\u3089\u305b\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\nOCR\u3068\u751f\u6210AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**OCR\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u9ed2\u677f\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u306e\u8aad\u307f\u53d6\u308a\u3002\u5de5\u4e8b\u540d\u3001\u5de5\u7a2e\u3001\u6e2c\u70b9\u3001\u8a2d\u8a08\u5bf8\u6cd5\u3001\u5b9f\u6e2c\u5bf8\u6cd5\u306a\u3069\u306e\u6587\u5b57\u5217\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002\u3053\u3053\u306f\u751f\u6210AI\u306b\u3055\u305b\u307e\u305b\u3093\u3002\u5c02\u7528\u306e\u6587\u5b57\u8a8d\u8b58\u306e\u307b\u3046\u304c\u5b89\u5b9a\u3059\u308b\u305f\u3081\u3067\u3059\u3002\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u5199\u771f\u533a\u5206\u306e\u5019\u88dc\u3065\u3051 | \u753b\u50cf\u3068OCR\u7d50\u679c\u304b\u3089\u3001\u7740\u624b\u524d\u53ca\u3073\u5b8c\u6210\u5199\u771f\u3001\u65bd\u5de5\u72b6\u6cc1\u5199\u771f\u3001\u5b89\u5168\u7ba1\u7406\u5199\u771f\u3001\u4f7f\u7528\u6750\u6599\u5199\u771f\u3001\u54c1\u8cea\u7ba1\u7406\u5199\u771f\u3001\u51fa\u6765\u5f62\u7ba1\u7406\u5199\u771f\u3001\u707d\u5bb3\u5199\u771f\u3001\u4e8b\u6545\u5199\u771f\u3001\u305d\u306e\u4ed6\u306e\u3069\u308c\u304b\u3092\u9078\u3076 |\n| \u5de5\u7a2e\u306e\u5272\u308a\u5f53\u3066 | \u9ed2\u677f\u306e\u8a18\u8f09\u3092\u3001\u305d\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u5de5\u7a2e\u30fb\u7a2e\u5225\u30fb\u7d30\u5225\u306e\u4e00\u89a7\u306b\u5bfe\u5fdc\u3065\u3051\u308b |\n| \u5199\u771f\u30bf\u30a4\u30c8\u30eb\u306e\u4e0b\u66f8\u304d | \u64ae\u5f71\u9805\u76ee\u3068\u64ae\u5f71\u6642\u671f\u304c\u5206\u304b\u308b\u77ed\u6587\u3092\u4f5c\u308b |\n| \u64ae\u5f71\u7b87\u6240\u306e\u4e0b\u66f8\u304d | \u6e2c\u70b9\u4f4d\u7f6e\u3084\u64ae\u5f71\u5bfe\u8c61\u307e\u3067\u306e\u8ddd\u96e2\u306a\u3069\u3001\u9ed2\u677f\u306e\u8a18\u8f09\u304b\u3089\u77ed\u304f\u307e\u3068\u3081\u308b |\n| \u4ee3\u8868\u5199\u771f\u306e\u5019\u88dc\u3065\u3051 | \u5de5\u4e8b\u306e\u5168\u4f53\u6982\u8981\u304c\u5206\u304b\u308b\u5199\u771f\u3001\u91cd\u8981\u306a\u5199\u771f\u306e\u5019\u88dc\u3092\u6319\u3052\u308b |\n\n\u5199\u771f\u533a\u5206\u3054\u3068\u306b\u3001\u5de5\u7a2e\u30fb\u7a2e\u5225\u30fb\u7d30\u5225\u3092\u8a18\u5165\u3059\u308b\u304b\u3069\u3046\u304b\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u57fa\u6e96\u306e\u76ee\u5b89\u3067\u306f\u3001\u54c1\u8cea\u7ba1\u7406\u5199\u771f\u3068\u51fa\u6765\u5f62\u7ba1\u7406\u5199\u771f\u3067\u306f\u5de5\u7a2e\u3092\u8a18\u5165\u3057\u3001\u7740\u624b\u524d\u53ca\u3073\u5b8c\u6210\u5199\u771f\u3001\u707d\u5bb3\u5199\u771f\u3067\u306f\u5de5\u7a2e\u4ee5\u4e0b\u306e\u8a18\u5165\u306f\u4e0d\u8981\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5199\u771f\u533a\u5206\u304c\u6c7a\u307e\u308b\u3068\u3001\u57cb\u3081\u308b\u3079\u304d\u6b04\u304c\u6c7a\u307e\u308b**\u306e\u3067\u3001\u3053\u306e\u9806\u756a\u3067\u51e6\u7406\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\u571f\u6728\u5de5\u4e8b\u306e\u5199\u771f\u6574\u7406\u3092\u652f\u63f4\u3059\u308b\u62c5\u5f53\u8005\u3067\u3059\u3002\n\u5de5\u4e8b\u5199\u771f\u3068\u3001\u9ed2\u677f\u304b\u3089\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u3092\u3082\u3068\u306b\u3001\u5199\u771f\u7ba1\u7406\u9805\u76ee\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u753b\u50cf\u3092\u52a0\u5de5\u3059\u308b\u63d0\u6848\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u56de\u8ee2\u3001\u660e\u308b\u3055\u88dc\u6b63\u3001\u5207\u308a\u629c\u304d\u3092\u542b\u3081\u3001\n  \u5199\u771f\u305d\u306e\u3082\u306e\u3078\u306e\u5909\u66f4\u306f\u4e00\u5207\u884c\u3044\u307e\u305b\u3093\u3002\n- \u5de5\u7a2e\u3001\u7a2e\u5225\u3001\u7d30\u5225\u306f\u3001\u4e0b\u306b\u793a\u3059\u300c\u3053\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u5206\u985e\u306e\u4e00\u89a7\u300d\u304b\u3089\u306e\u307f\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u89a7\u306b\u306a\u3044\u3082\u306e\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5f53\u3066\u306f\u307e\u3089\u306a\u3044\u5834\u5408\u306f null \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9ed2\u677f\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5bf8\u6cd5\u3084\u6570\u91cf\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8aad\u307f\u53d6\u308c\u306a\u304b\u3063\u305f\u7b87\u6240\u306f\u7a7a\u306b\u3057\u3066\u3001needs_review \u306b\u7406\u7531\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5199\u771f\u30bf\u30a4\u30c8\u30eb\u3068\u64ae\u5f71\u7b87\u6240\u306b\u306f\u3001\u6b21\u306e\u6587\u5b57\u3092\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5168\u89d2\u306e\u6570\u5b57\u3001\u5168\u89d2\u306e\u30e9\u30c6\u30f3\u6587\u5b57\u3001\u4e38\u56f2\u3044\u6570\u5b57\u3001\u30ed\u30fc\u30de\u6570\u5b57\u3001\n  \u3231 \u2116 \u338f \u33a1 \u306a\u3069\u306e\u6a5f\u7a2e\u4f9d\u5b58\u6587\u5b57\u3002\u6570\u5b57\u3068\u30e9\u30c6\u30f3\u6587\u5b57\u306f\u534a\u89d2\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5199\u771f\u533a\u5206\u306f\u3001\u4e0b\u306e9\u533a\u5206\u306e\u3044\u305a\u308c\u304b\u304b\u3089\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u5224\u65ad\u3067\u304d\u306a\u3044\u5834\u5408\u306f\n  \u300c\u305d\u306e\u4ed6\u300d\u3068\u305b\u305a\u3001null \u306b\u3057\u3066 needs_review \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3053\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u5206\u985e\u306e\u4e00\u89a7\u3011\n{work_types}\n\n\u3010\u9ed2\u677f\u304b\u3089\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u3011\n{ocr_text}\n\n\u3010\u64ae\u5f71\u65e5\u6642\uff08Exif\uff09\u3011\n{shot_datetime}\n```\n\n**\u300c\u4f7f\u308f\u306a\u3044\u6587\u5b57\u300d\u3092\u5148\u306b\u66f8\u3044\u3066\u304a\u304f\u3053\u3068\u304c\u52b9\u304d\u307e\u3059\u3002** \u751f\u6210AI\u306f\u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u300c\u33a1\u300d\u3084\u300c\u2460\u300d\u3092\u81ea\u7136\u306b\u4f7f\u3044\u307e\u3059\u3002\u3042\u3068\u306e\u691c\u67fb\u3067\u5f3e\u304f\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u306f\u3058\u3081\u304b\u3089\u51fa\u3055\u305b\u306a\u3044\u307b\u3046\u304c\u5dee\u3057\u623b\u3057\u304c\u6e1b\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n```json\n{\n  \"photo_file\": \"\",\n  \"shot_date\": \"\",\n  \"photo_category\": \"\",\n  \"work_type\": null,\n  \"work_subtype\": null,\n  \"work_detail\": null,\n  \"photo_title\": \"\",\n  \"shooting_location\": \"\",\n  \"control_value\": \"\",\n  \"is_representative\": false,\n  \"blackboard_found\": true,\n  \"duplicate_group\": \"\",\n  \"confidence\": \"high | medium | low\",\n  \"needs_review\": []\n}\n```\n\n`shot_date` \u306f\u300c2026-04-05\u300d\u306e\u5f62\u5f0f\u3067\u56fa\u5b9a\u3057\u307e\u3059\u3002`work_type` \u3092\u542b\u3080\u5206\u985e\u306e\u9805\u76ee\u306f\u3001\u5f53\u3066\u306f\u307e\u3089\u306a\u3044\u3068\u304d\u306b\u6587\u5b57\u5217\u3067\u300c\u4e0d\u660e\u300d\u3068\u8fd4\u3055\u305b\u305a\u3001`null` \u306b\u3057\u307e\u3059\u3002\u6587\u5b57\u5217\u3060\u3068\u3001\u305d\u306e\u307e\u307e\u7ba1\u7406\u9805\u76ee\u306b\u5165\u3063\u3066\u7d0d\u54c1\u6642\u306e\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n\u78ba\u8a8d\u6e08\u307f\u306e\u5185\u5bb9\u306f\u3001\u5de5\u4e8b\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u304c\u53d6\u308a\u8fbc\u3081\u308b\u5f62\u5f0f\uff08\u591a\u304f\u306fCSV\uff09\u3067\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\u30bd\u30d5\u30c8\u3054\u3068\u306b\u5217\u306e\u4e26\u3073\u304c\u9055\u3046\u306e\u3067\u3001\u5909\u63db\u306e\u5b9a\u7fa9\u30921\u304b\u6240\u306b\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\u3002\n\n**\u5199\u771f\u30d5\u30a1\u30a4\u30eb\u81ea\u4f53\u306f\u3001\u53d6\u308a\u8fbc\u307f\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u52d5\u304b\u3057\u307e\u305b\u3093\u3002** \u7ba1\u7406\u9805\u76ee\u3068\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u5bfe\u5fdc\u8868\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002\u5199\u771f\u306e\u4e26\u3079\u66ff\u3048\u3084\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u4ed8\u3051\u76f4\u3057\u306f\u3001\u96fb\u5b50\u7d0d\u54c1\u306b\u5bfe\u5fdc\u3057\u305f\u30bd\u30d5\u30c8\u306b\u4efb\u305b\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306f\u534a\u89d2\u82f1\u6570\u5927\u6587\u5b57\u30678\u6587\u5b57\u4ee5\u5185\u3001\u62e1\u5f35\u5b503\u6587\u5b57\u4ee5\u5185\u3068\u3044\u3046\u6c7a\u307e\u308a\u304c\u3042\u308a\u3001\u901a\u3057\u756a\u53f7\u306f\u5de5\u4e8b\u306e\u7d4c\u7def\u304c\u5206\u304b\u308b\u3088\u3046\u65e5\u4ed8\u306e\u6607\u9806\u3067\u4ed8\u3051\u308b\u3053\u3068\u304c\u57fa\u672c\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u5c0f\u9ed2\u677f\u60c5\u5831\u306e\u96fb\u5b50\u7684\u8a18\u5165\u306b\u3064\u3044\u3066\u3002** \u64ae\u5f71\u3068\u540c\u6642\u306b\u9ed2\u677f\u306e\u60c5\u5831\u3092\u753b\u50cf\u3078\u96fb\u5b50\u7684\u306b\u8a18\u5165\u3059\u308b\u4ed5\u7d44\u307f\u304c\u3042\u308a\u3001\u3053\u308c\u306f\u30c7\u30b8\u30bf\u30eb\u5199\u771f\u7ba1\u7406\u60c5\u5831\u57fa\u6e96\u306e\u300c\u5199\u771f\u7de8\u96c6\u300d\u306b\u306f\u8a72\u5f53\u3057\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u306f\u5bfe\u5fdc\u3057\u305f\u6a5f\u5668\u3084\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c\u64ae\u5f71\u6642\u306b\u884c\u3046\u3082\u306e\u3067\u3001\u6539\u3056\u3093\u691c\u77e5\u306e\u6a5f\u80fd\u3092\u6301\u3064\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\u64ae\u5f71\u5f8c\u306bAI\u3067\u9ed2\u677f\u3092\u5408\u6210\u3059\u308b\u3053\u3068\u306f\u3001\u3053\u308c\u3068\u306f\u307e\u3063\u305f\u304f\u5225\u306e\u3053\u3068\u3067\u3059\u3002\u7d76\u5bfe\u306b\u884c\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u6bb5\u968e\u7684\u306a\u81ea\u52d5\u5316\u3082\u3057\u307e\u305b\u3093\u3002**\n\n\u7406\u7531\u306f\u3001\u5de5\u4e8b\u5199\u771f\u304c\u691c\u67fb\u306e\u8a3c\u62e0\u3067\u3042\u308b\u305f\u3081\u3067\u3059\u3002\u51fa\u6765\u5f62\u7ba1\u7406\u5199\u771f\u3084\u54c1\u8cea\u7ba1\u7406\u5199\u771f\u306f\u3001\u51fa\u6765\u5f62\u3084\u54c1\u8cea\u304c\u57fa\u6e96\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u3082\u306e\u3067\u3059\u3002\u5206\u985e\u3084\u64ae\u5f71\u7b87\u6240\u304c\u9055\u3048\u3070\u3001\u691c\u67fb\u3067\u3084\u308a\u76f4\u3057\u306b\u306a\u308a\u307e\u3059\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u78ba\u8a8d\u753b\u9762\u3067\u3001**\u5199\u771f\u3068\u7ba1\u7406\u9805\u76ee\u3092\u5de6\u53f3\u306b\u4e26\u3079\u3066\u8868\u793a**\u3059\u308b\n- OCR\u304c\u8aad\u307f\u53d6\u3063\u305f\u9ed2\u677f\u306e\u90e8\u5206\u3092\u3001\u5199\u771f\u4e0a\u3067\u67a0\u3067\u56f2\u3063\u3066\u793a\u3059\n- `confidence` \u304c\u4f4e\u3044\u3082\u306e\u3001`needs_review` \u306b\u5165\u3063\u305f\u3082\u306e\u3092\u5148\u982d\u306b\u4e26\u3079\u308b\n- \u540c\u3058\u5de5\u7a2e\u306e\u5199\u771f\u3092\u307e\u3068\u3081\u3066\u8868\u793a\u3057\u3001\u7d9a\u3051\u3066\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\n- 1\u679a\u76f4\u3057\u305f\u3089\u3001\u540c\u3058\u5de5\u7a2e\u306e\u6b8b\u308a\u306b\u3082\u53cd\u6620\u3059\u308b\u304b\u3092\u805e\u304f\n\n**\u6700\u5f8c\u306e1\u3064\u304c\u52b9\u304d\u307e\u3059\u3002** \u540c\u3058\u5de5\u7a2e\u306e\u5199\u771f\u304c\u6570\u5341\u679a\u7d9a\u304f\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3001\u307e\u3068\u3081\u3066\u76f4\u305b\u308b\u304b\u3069\u3046\u304b\u3067\u78ba\u8a8d\u6642\u9593\u304c\u5909\u308f\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u9ed2\u677f\u304c\u5199\u3063\u3066\u3044\u306a\u3044 | `blackboard_found` \u3092 false \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u7ba1\u7406\u9805\u76ee\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044 |\n| \u9ed2\u677f\u306e\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044\uff08\u96e8\u3001\u9006\u5149\u3001\u6c5a\u308c\uff09 | \u8a72\u5f53\u9805\u76ee\u3092\u7a7a\u3067\u8fd4\u3057\u3001`needs_review` \u306b\u5165\u308c\u308b |\n| \u624b\u66f8\u304d\u306e\u9ed2\u677f\u3067\u6587\u5b57\u304c\u5d29\u308c\u3066\u3044\u308b | OCR\u306e\u7cbe\u5ea6\u304c\u843d\u3061\u308b\u3002`confidence` \u304c low \u3067\u8fd4\u308b\u305f\u3081\u3001\u5f93\u6765\u3069\u304a\u308a\u624b\u5165\u529b\u306b\u56de\u3059 |\n| \u5de5\u7a2e\u304c\u4e00\u89a7\u306b\u5f53\u3066\u306f\u307e\u3089\u306a\u3044 | `null` \u3092\u8fd4\u3059\u3002\u65b0\u3057\u3044\u5de5\u7a2e\u3092\u4f5c\u3089\u306a\u3044 |\n| \u540c\u3058\u69cb\u56f3\u304c\u9023\u7d9a\u3057\u3066\u3044\u308b | \u64ae\u5f71\u6642\u523b\u3068\u69cb\u56f3\u3067\u307e\u3068\u3081\u3001\u4ee3\u8868\u3092\u5019\u88dc\u306b\u3059\u308b\u3002**\u524a\u9664\u306f\u3057\u306a\u3044** |\n| \u6709\u52b9\u753b\u7d20\u6570\u304c\u76ee\u5b89\u304b\u3089\u5916\u308c\u3066\u3044\u308b | \u64ae\u5f71\u8a2d\u5b9a\u306e\u554f\u984c\u3068\u3057\u3066\u73fe\u5834\u3078\u77e5\u3089\u305b\u308b\u3002\u753b\u50cf\u3092\u52a0\u5de5\u3057\u306a\u3044 |\n| Exif\u306e\u64ae\u5f71\u65e5\u6642\u304c\u306a\u3044 | \u4eba\u3078\u56de\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u306e\u66f4\u65b0\u65e5\u6642\u3067\u4ee3\u7528\u3057\u306a\u3044 |\n| \u4f7f\u7528\u3067\u304d\u306a\u3044\u6587\u5b57\u304c\u51fa\u529b\u306b\u5165\u3063\u305f | \u691c\u67fb\u3067\u5f3e\u304d\u3001\u66f8\u304d\u63db\u3048\u5019\u88dc\u3092\u793a\u3057\u3066\u4eba\u3078\u56de\u3059 |\n| \u5199\u771f\u533a\u5206\u304c\u5224\u65ad\u3067\u304d\u306a\u3044 | `null` \u306b\u3057\u3066\u4eba\u3078\u56de\u3059\u3002\u300c\u305d\u306e\u4ed6\u300d\u306b\u9003\u304c\u3055\u306a\u3044 |\n| 1\u65e5\u3067500\u679a\u4ee5\u4e0a\u304c\u5165\u3063\u305f | \u9806\u306b\u30ad\u30e5\u30fc\u3067\u51e6\u7406\u3059\u308b\u3002\u540c\u6642\u5b9f\u884c\u6570\u3092\u5236\u9650\u3057\u3066API\u306e\u5236\u9650\u306b\u5f53\u305f\u3089\u306a\u3044\u3088\u3046\u306b\u3059\u308b |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5199\u771f\u306e\u539f\u672c\uff08**\u4e00\u5207\u52a0\u5de5\u3057\u306a\u3044\u72b6\u614b\u3067**\uff09\n- OCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u751f\u306e\u72b6\u614b\uff09\n- \u751f\u6210AI\u304c\u4ed8\u3051\u305f\u5019\u88dc\u3068 `confidence`\n- **\u4eba\u304c\u76f4\u3057\u305f\u9805\u76ee\u3068\u3001\u76f4\u3059\u524d\u3068\u5f8c\u306e\u5024**\n- \u78ba\u8a8d\u3057\u305f\u4eba\u3068\u3001\u78ba\u8a8d\u3057\u305f\u65e5\u6642\n\n**\u5199\u771f\u306e\u539f\u672c\u3092\u52a0\u5de5\u3057\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u524d\u63d0\u3067\u3059\u3002** \u57fa\u6e96\u306f\u5199\u771f\u7de8\u96c6\u3092\u8a8d\u3081\u3066\u3044\u307e\u305b\u3093\u3002\u51e6\u7406\u306e\u904e\u7a0b\u3067\u4e00\u6642\u7684\u306b\u7e2e\u5c0f\u3057\u305f\u753b\u50cf\u3092AI\u306b\u6e21\u3059\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304c\u3001**\u7e2e\u5c0f\u3057\u305f\u753b\u50cf\u3092\u4fdd\u5b58\u3057\u305f\u308a\u3001\u539f\u672c\u3092\u7f6e\u304d\u63db\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**\n\n\u4eba\u304c\u76f4\u3057\u305f\u9805\u76ee\u306e\u8a18\u9332\u306f\u3001\u7cbe\u5ea6\u306e\u5b9f\u6e2c\u5024\u306b\u306a\u308a\u307e\u3059\u3002\u300c\u64ae\u5f71\u5e74\u6708\u65e5\u306f\u6bce\u56de\u305d\u306e\u307e\u307e\u901a\u308b\u304c\u3001\u5de5\u7a2e\u306f4\u5272\u76f4\u3055\u308c\u3066\u3044\u308b\u300d\u3068\u5206\u304b\u308c\u3070\u3001\u5206\u985e\u306e\u4e00\u89a7\u306e\u6e21\u3057\u65b9\u3092\u898b\u76f4\u305b\u307e\u3059\u3002","minimal_setup":"1. \u76f4\u8fd1\u306e\u5de5\u4e8b\u5199\u771f\u309230\u679a\u7528\u610f\u3059\u308b\uff08\u5de5\u7a2e\u3092\u3070\u3089\u3070\u3089\u306b\u9078\u3073\u3001\u9ed2\u677f\u304c\u8aad\u307f\u306b\u304f\u3044\u3082\u306e\u30925\u679a\u6df7\u305c\u308b\uff09\n2. ChatGPT\u3084Claude\u306e\u753b\u9762\u306b1\u679a\u305a\u3064\u8cbc\u308a\u3001\u9ed2\u677f\u306e\u8a18\u8f09\u3092\u8aad\u307f\u53d6\u3089\u305b\u308b\n3. \u305d\u306e\u5de5\u4e8b\u3067\u4f7f\u3046\u5de5\u7a2e\u306e\u4e00\u89a7\u3092\u8cbc\u308a\u3001\u3069\u308c\u306b\u5f53\u305f\u308b\u304b\u3092\u9078\u3070\u305b\u308b\n4. 30\u679a\u306e\u3046\u3061\u3001\u5de5\u7a2e\u3068\u5199\u771f\u533a\u5206\u306e\u4e21\u65b9\u304c\u6b63\u3057\u304b\u3063\u305f\u306e\u304c\u4f55\u679a\u304b\u3092\u6570\u3048\u308b\n\n**\u9ed2\u677f\u304c\u8aad\u307f\u306b\u304f\u3044\u5199\u771f\u3092\u5fc5\u305a\u6df7\u305c\u3066\u304f\u3060\u3055\u3044\u3002** \u304d\u308c\u3044\u306a\u5199\u771f\u3060\u3051\u3067\u8a66\u3059\u3068\u3001\u73fe\u5834\u306e\u5b9f\u614b\u3068\u5408\u3044\u307e\u305b\u3093\u3002\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u4e21\u65b9\u6b63\u89e3\u306e\u679a\u6570 | \u5224\u65ad |\n|:--|:--|\n| 24\u679a\u4ee5\u4e0a\uff088\u5272\uff09 | \u81ea\u52d5\u5316\u3059\u308b\u4fa1\u5024\u304c\u3042\u308b |\n| 15\u301c23\u679a | \u78ba\u8a8d\u306b\u6642\u9593\u306f\u304b\u304b\u308b\u304c\u3001\u624b\u5165\u529b\u3088\u308a\u901f\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u5de5\u7a2e\u306e\u4e00\u89a7\u306e\u6e21\u3057\u65b9\u3092\u898b\u76f4\u3059 |\n| 14\u679a\u4ee5\u4e0b | \u9ed2\u677f\u306e\u66f8\u304d\u65b9\u304b\u3089\u898b\u76f4\u3059\u3002\u64ae\u5f71\u30eb\u30fc\u30eb\u306e\u7d71\u4e00\u304c\u5148 |\n\n**5\u5272\u3092\u5207\u308b\u5834\u5408\u3001\u554f\u984c\u306fAI\u3067\u306f\u306a\u304f\u9ed2\u677f\u306e\u66f8\u304d\u65b9\u306b\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002** \u7565\u79f0\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3001\u5de5\u7a2e\u306e\u6b04\u304c\u7a7a\u6b04\u306b\u306a\u3063\u3066\u3044\u308b\u3001\u3068\u3044\u3063\u305f\u70b9\u3092\u5148\u306b\u63c3\u3048\u308b\u3068\u3001\u305d\u308c\u3060\u3051\u3067\u6574\u7406\u306e\u6642\u9593\u304c\u6e1b\u308a\u307e\u3059\u3002","minimal_setup_short":"\u5199\u771f\u3092AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9ed2\u677f\u306e\u8a18\u8f09\u3068\u5de5\u7a2e\u3092\u8aad\u307f\u53d6\u3089\u305b\u308b \uff0f \u8aad\u307f\u53d6\u308a\u306e\u307f","semi_auto_setup":"\u30d5\u30a9\u30eb\u30c0\u76e3\u8996 \u2192 Exif \u2192 OCR \u2192 \u533a\u5206\u3068\u5de5\u7a2e\u306e\u5019\u88dc \u2192 \u8868\u306b\u66f8\u304d\u51fa\u3057 \u2192 \u4eba\u304c\u5199\u771f\u7ba1\u7406\u30bd\u30d5\u30c8\u3078\u53d6\u308a\u8fbc\u3080 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u5206\u985e","full_setup":"\u4e0a\u8a18\uff0b\u78ba\u8a8d\u753b\u9762\uff0b\u91cd\u8907\u306e\u307e\u3068\u3081\uff0b\u4f7f\u7528\u6587\u5b57\u306e\u691c\u67fb\uff0b\u30bd\u30d5\u30c8\u3078\u306e\u53d6\u308a\u8fbc\u307f\u5f62\u5f0f\u3067\u306e\u66f8\u304d\u51fa\u3057 \uff0f \u78ba\u8a8d\u4ee5\u5916","level_note":"**\u534a\u81ea\u52d5\u5316\u306e\u6642\u70b9\u3067\u30012\u5206\u304c1\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u9ed2\u677f\u3092\u898b\u306a\u304c\u3089\u6253\u3061\u76f4\u3059\u4f5c\u696d\u304c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u30680.6\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u78ba\u8a8d\u753b\u9762\u306e\u4f5c\u308a\u8fbc\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002**\u3053\u3053\u3092\u7701\u304f\u3068\u3001\u8868\u3068\u30bd\u30d5\u30c8\u3092\u884c\u304d\u6765\u3059\u308b\u6642\u9593\u304c\u5897\u3048\u3066\u52b9\u679c\u304c\u51fa\u307e\u305b\u3093\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u51e6\u7406\u306e\u904e\u7a0b\u3067\u753b\u50cf\u304c\u66f8\u304d\u63db\u308f\u308b | \u8aad\u307f\u53d6\u308a\u5c02\u7528\u3067\u958b\u304f\u3002\u7e2e\u5c0f\u3057\u305f\u753b\u50cf\u306f\u4e00\u6642\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u6271\u3044\u3001\u539f\u672c\u3092\u7f6e\u304d\u63db\u3048\u306a\u3044 |\n| \u9ed2\u677f\u4ee5\u5916\u306e\u6587\u5b57\u3092\u62fe\u3046 | OCR\u306e\u7d50\u679c\u304b\u3089\u3001\u9ed2\u677f\u306e\u67a0\u306e\u4e2d\u306b\u3042\u308b\u6587\u5b57\u3060\u3051\u3092\u4f7f\u3046 |\n| \u5de5\u7a2e\u3092\u52dd\u624b\u306b\u4f5c\u308b | \u5de5\u4e8b\u3054\u3068\u306e\u4e00\u89a7\u304b\u3089\u9078\u3070\u305b\u3001\u5f53\u3066\u306f\u307e\u3089\u306a\u3051\u308c\u3070 null \u3092\u8fd4\u3055\u305b\u308b |\n| \u5168\u89d2\u6570\u5b57\u3084\u6a5f\u7a2e\u4f9d\u5b58\u6587\u5b57\u304c\u6df7\u3056\u308b | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u7981\u6b62\u3057\u3001\u3055\u3089\u306b\u66f8\u304d\u51fa\u3057\u524d\u306b\u691c\u67fb\u3059\u308b\u3002\u4e8c\u91cd\u3067\u9632\u3050 |\n| \u64ae\u5f71\u5e74\u6708\u65e5\u306e\u66f8\u5f0f\u304c\u63c3\u308f\u306a\u3044 | 10\u6841\u56fa\u5b9a\u306e\u5f62\u5f0f\u306b\u6574\u3048\u308b\u3002\u6708\u3068\u65e5\u304c1\u6841\u306e\u3068\u304d\u306f0\u3092\u4ed8\u3051\u308b |\n| \u540c\u3058\u69cb\u56f3\u306e\u5199\u771f\u304c\u5927\u91cf\u306b\u6b8b\u308b | \u64ae\u5f71\u6642\u523b\u3068\u69cb\u56f3\u3067\u307e\u3068\u3081\u3066\u4ee3\u8868\u3092\u9078\u3076\u3002\u524a\u9664\u306f\u3057\u306a\u3044 |\n| \u78ba\u8a8d\u753b\u9762\u304c\u306a\u304f\u3001\u8868\u3068\u30bd\u30d5\u30c8\u3092\u884c\u304d\u6765\u3059\u308b | \u5199\u771f\u3068\u7ba1\u7406\u9805\u76ee\u3092\u4e26\u3079\u305f\u78ba\u8a8d\u753b\u9762\u3092\u4f5c\u308b\u3002\u3053\u3053\u3092\u7701\u304f\u3068\u524a\u6e1b\u52b9\u679c\u304c\u51fa\u306a\u3044 |\n| \u64ae\u308a\u76f4\u3057\u304c\u5fc5\u8981\u306a\u5199\u771f\u3092\u5de5\u4e8b\u5b8c\u6210\u6642\u306b\u898b\u3064\u3051\u308b | \u65e5\u6b21\u3067\u51e6\u7406\u3057\u3001\u9ed2\u677f\u304c\u5199\u3063\u3066\u3044\u306a\u3044\u5199\u771f\u3092\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u77e5\u3089\u305b\u308b |\n| \u7d0d\u54c1\u524d\u306e\u30c1\u30a7\u30c3\u30af\u3067\u30a8\u30e9\u30fc\u304c\u51fa\u308b | \u66f8\u304d\u51fa\u3057\u306e\u524d\u306b\u3001\u4f7f\u7528\u6587\u5b57\u3068\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u898f\u5247\u3092\u691c\u67fb\u3059\u308b |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5de5\u4e8b\u540d\u3001\u767a\u6ce8\u8005\u3001\u65bd\u5de5\u5834\u6240\u3001\u51fa\u6765\u5f62\u3068\u54c1\u8cea\u306e\u6570\u5024\u3001\u4f5c\u696d\u54e1\u304c\u5199\u308a\u8fbc\u3093\u3060\u753b\u50cf\u3002**\u516c\u5171\u5de5\u4e8b\u306e\u65bd\u5de5\u60c5\u5831\u3068\u3001\u500b\u4eba\u304c\u5199\u3063\u305f\u753b\u50cf\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\n\n1. **\u5199\u771f\u306e\u6539\u5909\u3092\u7d76\u5bfe\u306b\u884c\u308f\u306a\u3044** \u2026 \u3053\u308c\u304c\u6700\u512a\u5148\u3067\u3059\u3002\u57fa\u6e96\u306f\u300c\u5199\u771f\u306e\u4fe1\u6191\u6027\u3092\u8003\u616e\u3057\u3001\u5199\u771f\u7de8\u96c6\u306f\u8a8d\u3081\u306a\u3044\u300d\u3068\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002AI\u306b\u3088\u308b\u88dc\u6b63\u3084\u5408\u6210\u306f\u3001\u305f\u3068\u3048\u898b\u3084\u3059\u304f\u3059\u308b\u76ee\u7684\u3067\u3042\u3063\u3066\u3082\u884c\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**\u64ae\u5f71\u6642\u306e\u5c0f\u9ed2\u677f\u60c5\u5831\u306e\u96fb\u5b50\u7684\u8a18\u5165\u306f\u5199\u771f\u7de8\u96c6\u306b\u8a72\u5f53\u3057\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u308c\u306f\u6539\u3056\u3093\u691c\u77e5\u306e\u6a5f\u80fd\u3092\u6301\u3064\u5bfe\u5fdc\u6a5f\u5668\u304c\u64ae\u5f71\u6642\u306b\u884c\u3046\u3082\u306e\u3067\u3059\u3002** \u64ae\u5f71\u5f8c\u306bAI\u3067\u9ed2\u677f\u3092\u66f8\u304d\u8db3\u3059\u3053\u3068\u3068\u306f\u5225\u7269\u3067\u3059\n2. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 \u5de5\u4e8b\u5199\u771f\u306b\u306f\u3001\u65bd\u5de5\u5834\u6240\u3001\u8a2d\u8a08\u5bf8\u6cd5\u3001\u767a\u6ce8\u8005\u540d\u304c\u5199\u308a\u8fbc\u307f\u307e\u3059\u3002\u767a\u6ce8\u8005\u3068\u306e\u5951\u7d04\u3084\u3001\u81ea\u793e\u306e\u60c5\u5831\u7ba1\u7406\u898f\u7a0b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\n3. **\u4eba\u7269\u306e\u5199\u308a\u8fbc\u307f** \u2026 \u4f5c\u696d\u54e1\u3084\u7b2c\u4e09\u8005\u304c\u5199\u3063\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u9001\u308b\u524d\u306b\u3001\u793e\u5185\u306e\u30eb\u30fc\u30eb\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\n4. **\u5b66\u7fd2\u5229\u7528** \u2026 \u5165\u529b\u3092\u5b66\u7fd2\u306b\u4f7f\u308f\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u307e\u3059\n5. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 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