{"id":14406,"date":"2026-10-06T15:09:57","date_gmt":"2026-10-06T06:09:57","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-cv-candidate-intake\/"},"modified":"2026-10-06T15:09:57","modified_gmt":"2026-10-06T06:09:57","slug":"en-cv-candidate-intake","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-cv-candidate-intake\/","title":{"rendered":"\u6d77\u5916\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u63a1\u7528\u3067\u5c4a\u304f\u82f1\u6587\u306e\u5c65\u6b74\u66f8\uff08CV\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9805\u76ee\u306b\u8ee2\u8a18\u3057\u3066\u3001\u52df\u96c6\u8981\u4ef6\u306b\u7167\u3089\u3057\u305f\u78ba\u8a8d\u4e8b\u9805\u3092\u63a1\u7528\u62c5\u5f53\u3078\u8fd4\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306eCV\u3092\u8aad\u307f\u53d6\u308a\u3001\u5b66\u6b74\u30fb\u8077\u6b74\u30fb\u6280\u8853\u30b9\u30bf\u30c3\u30af\u30fb\u8a00\u8a9e\u30fb\u30d3\u30b6\u306e\u72b6\u6cc1\u3092\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9805\u76ee\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u52df\u96c6\u8981\u4ef6\u306b\u7167\u3089\u3057\u3066\u66f8\u985e\u9078\u8003\u306e\u524d\u306b\u78ba\u304b\u3081\u308b\u3079\u304d\u70b9\u3092\u63a1\u7528\u62c5\u5f53\u3078\u8fd4\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0507","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-06","tech_verified_date":"2026-10-06","trigger":"**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u5fdc\u52df\u306f\u6bce\u65e5\u5c4a\u304f\u306e\u3067\u30011\u65e51\u56de\u306e\u5b9a\u6642\u51e6\u7406\u306b\u306f\u3057\u307e\u305b\u3093\u3002**\u5fdc\u52df\u304b\u3089\u6700\u521d\u306e\u9023\u7d61\u307e\u3067\u306e\u65e5\u6570\u304c\u77ed\u3044\u307b\u3069\u3001\u4ed6\u793e\u3068\u306e\u7af6\u308a\u5408\u3044\u3067\u6709\u5229\u306b\u306a\u308b**\u304b\u3089\u3067\u3059\u3002\n\n\u5fdc\u52df\u306e\u7d4c\u8def\u306f3\u3064\u3042\u308a\u307e\u3059\u3002\u81ea\u793e\u30b5\u30a4\u30c8\u306e\u5fdc\u52df\u30d5\u30a9\u30fc\u30e0\u3001\u6c42\u4eba\u5a92\u4f53\u3001\u7d39\u4ecb\u4f1a\u793e\u3067\u3059\u3002**\u3069\u306e\u7d4c\u8def\u3067\u3082\u3001\u6c42\u4eba\u306e\u756a\u53f7\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u304b\u30d5\u30a9\u30eb\u30c0\u540d\u306b\u4ed8\u3051\u3066\u5165\u308c\u307e\u3059\u3002** \u6c42\u4eba\u306e\u756a\u53f7\u304c\u7121\u3044\u3068\u3001\u3069\u306e\u52df\u96c6\u8981\u4ef6\u3068\u7167\u3089\u3059\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002\u756a\u53f7\u306e\u7121\u3044\u30d5\u30a1\u30a4\u30eb\u306f\u6b62\u3081\u305a\u306b\u53d7\u3051\u3001\u78ba\u8a8d\u4e8b\u9805\u306b\u300c\u6c42\u4eba\u306e\u756a\u53f7\u304c\u7121\u3044\u300d\u3068\u51fa\u3057\u307e\u3059\u3002\n\n\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u51e6\u7406\u6e08\u307f\u306e\u5834\u6240\u3078\u79fb\u3057\u307e\u3059\u3002**\u79fb\u3059\u306e\u306f\u3001\u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u51fa\u3057\u307e\u3067\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u3067\u3059\u3002** \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3063\u3066\u3044\u308b\u6570\u304c\u3001\u305d\u306e\u307e\u307e\u672a\u51e6\u7406\u306e\u6570\u306b\u306a\u308a\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| CV | PDF\u3002\u5fdc\u52df\u306e\u7d4c\u8def\u3001\u6c42\u4eba\u306e\u756a\u53f7\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u8981\u7d20\uff08\u8aad\u3080\u9806\uff09\u3001\u8868\u306e\u30bb\u30eb\u3001\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u7b54\u3048\u3001**\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u52df\u96c6\u8981\u4ef6 | \u6c42\u4eba\u3054\u3068\u306e\u5fc5\u9808\u30fb\u6b53\u8fce\u306e\u6280\u8853\u3001\u7d4c\u9a13\u5e74\u6570\u3001\u8a00\u8a9e\u3001\u52e4\u52d9\u5730\u3001\u30d3\u30b6\u306e\u6271\u3044 | \u81ea\u793e\u3067\u6574\u5099\u3059\u308b\u8868 |\n| \u6280\u8853\u306e\u547c\u3073\u540d\u306e\u4e00\u89a7 | \u300cGolang\u300d\u300cGo language\u300d\u2192\u300cGo\u300d\u306e\u3088\u3046\u306a\u5bfe\u5fdc | \u81ea\u793e\u3067\u6574\u5099\u3059\u308b\u4e00\u89a7 |\n| \u7d4c\u9a13\u5e74\u6570\u306e\u6570\u3048\u65b9 | \u671f\u9593\u306e\u91cd\u306a\u308a\u306e\u6271\u3044\u3001\u5728\u5b66\u4e2d\u306e\u30a4\u30f3\u30bf\u30fc\u30f3\u306e\u6271\u3044\u3001\u300cPresent\u300d\u306e\u6271\u3044 | \u81ea\u793e\u3067\u6c7a\u3081\u308b\u898f\u5247 |\n| \u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 | \u540c\u3058\u4eba\u306e\u904e\u53bb\u306e\u5fdc\u52df\u306e\u6709\u7121\uff08\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u7167\u5408\uff09 | \u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u771f\u3093\u4e2d\u306e3\u3064\u3067\u3059\u3002** \u52df\u96c6\u8981\u4ef6\u304c\u6587\u7ae0\u306e\u307e\u307e\u3067\u306f\u7167\u3089\u305b\u305a\u3001\u547c\u3073\u540d\u306e\u4e00\u89a7\u304c\u7121\u3051\u308c\u3070\u540c\u3058\u6280\u8853\u304c\u5225\u306e\u6280\u8853\u3068\u3057\u3066\u6570\u3048\u3089\u308c\u307e\u3059\u3002**\u7d4c\u9a13\u5e74\u6570\u306e\u6570\u3048\u65b9\u3092\u6c7a\u3081\u3066\u304a\u304b\u306a\u3044\u3068\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u304c\u305d\u306e\u307e\u307e\u6a5f\u68b0\u306b\u79fb\u308a\u307e\u3059\u3002**","data_source":"**\u8aad\u307f\u53d6\u308a\u306f\u3001Lambda \u304b\u3089 StartDocumentAnalysis \u3092\u547c\u3093\u3067\u59cb\u3081\u307e\u3059\u3002** \u6587\u66f8\u306fS3\u306e\u5834\u6240\u3067\u6307\u5b9a\u3057\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u5148\u306bSNS\u306e\u30c8\u30d4\u30c3\u30af\u3092\u6e21\u3057\u307e\u3059\u3002**`ClientRequestToken` \u306b\u53d7\u4ed8\u306e\u30d5\u30a1\u30a4\u30eb\u3054\u3068\u306e\u5024\u3092\u5165\u308c\u3001\u540c\u3058CV\u306e\u51e6\u7406\u304c\u4e8c\u91cd\u306b\u59cb\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** `JobTag` \u306b\u306f\u6c42\u4eba\u306e\u756a\u53f7\u3092\u5165\u308c\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u6c42\u4eba\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002`JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u306e\u3067\u3001\u5b8c\u4e86\u3092\u53d7\u3051\u305f\u3089\u3059\u3050\u306b `GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u898b\u51fa\u3057 | `LAYOUT_SECTION_HEADER` | \u300cExperience\u300d\u300cEducation\u300d\u300cSkills\u300d\u306a\u3069\u306e\u307e\u3068\u307e\u308a\u306e\u5883 |\n| \u6bb5\u843d\u3068\u7b87\u6761\u66f8\u304d | `LAYOUT_TEXT`\u30fb`LAYOUT_LIST` | \u8077\u6b74\u306e\u8aac\u660e\u3001\u6280\u8853\u306e\u4e00\u89a7 |\n| \u56f3 | `LAYOUT_FIGURE` | **\u9854\u5199\u771f\u306e\u9818\u57df\u3092\u5916\u3059\u305f\u3081** |\n| \u554f\u3044\u5408\u308f\u305b\u3078\u306e\u7b54\u3048 | `QUERY`\u30fb`QUERY_RESULT` | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u73fe\u4f4f\u6240\u306e\u56fd |\n| \u4fe1\u983c\u5ea6 | \u5404\u30d6\u30ed\u30c3\u30af\u306e `Confidence` | \u8aad\u307f\u76f4\u3057\u306e\u8981\u5426 |\n\n**\u554f\u3044\u5408\u308f\u305b\uff08Queries\uff09\u306f\u3001\u5834\u6240\u306e\u6c7a\u307e\u3089\u306a\u3044\u5024\u3060\u3051\u306b\u4f7f\u3044\u307e\u3059\u3002** \u300cWhat is the email address?\u300d\u300cWhat country does the candidate currently live in?\u300d\u306e\u3088\u3046\u306b\u82f1\u8a9e\u306e\u8cea\u554f\u3092\u6e21\u3057\u3001`Alias` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u7b54\u3048\u306b\u306f\u4fe1\u983c\u5ea6\u304c\u4ed8\u304d\u3001\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u3067\u8fd4\u308a\u307e\u3059\u3002** \u30d3\u30b6\u306e\u72b6\u6cc1\u3092\u554f\u3044\u5408\u308f\u305b\u3067\u62fe\u3046\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\u66f8\u304b\u308c\u65b9\u304c\u591a\u69d8\u3067\u3001\u6587\u8108\u3054\u3068\u8aad\u307e\u306a\u3044\u3068\u610f\u5473\u304c\u6c7a\u307e\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n**\u540c\u3058\u4eba\u306e\u904e\u53bb\u306e\u5fdc\u52df\u306f\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5f15\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\u3002** \u6c0f\u540d\u3067\u5f15\u304f\u3068\u3001\u8868\u8a18\u306e\u9055\u3044\u3067\u5225\u4eba\u3068\u3057\u3066\u767b\u9332\u3055\u308c\u307e\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6271\u3048\u308b\u306e\u306fJPEG\u3001PNG\u3001PDF\u3001TIFF\u3067\u3059\u3002**XFA\u5f62\u5f0f\u306ePDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002** Word\u5f62\u5f0f\u3067\u5c4a\u3044\u305f\u3082\u306e\u306fPDF\u306b\u5909\u63db\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u5fdc\u52df\u8005\u306b\u4fdd\u8b77\u306e\u306a\u3044\u3082\u306e\u3092\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\n3. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u306fPDF\u3067500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3002CV\u306a\u3089\u53ce\u307e\u308a\u307e\u3059\n4. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u8aad\u307f\u53d6\u308c\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\u3067\u3001150dpi\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308a\u307e\u3059\u3002**\u30c7\u30b6\u30a4\u30f3\u306b\u51dd\u3063\u305fCV\u306e\u7d30\u3044\u5c0f\u3055\u306a\u6587\u5b57\u304c\u3001\u3053\u306e\u4e0b\u9650\u306b\u8fd1\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059**\n5. **\u5199\u771f\u306e\u9818\u57df\u3092\u5916\u3059** \u2026 `LAYOUT_FIGURE` \u306e\u9818\u57df\u306b\u3042\u308b\u6587\u5b57\u4ee5\u5916\u306e\u3082\u306e\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002**\u9854\u5199\u771f\u306f\u751f\u6210AI\u306b\u3082\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3082\u6e21\u3057\u307e\u305b\u3093**\n6. **\u9078\u8003\u306b\u4f7f\u308f\u306a\u3044\u9805\u76ee\u3092\u5916\u3059** \u2026 \u751f\u5e74\u6708\u65e5\u3001\u5e74\u9f62\u3001\u5a5a\u59fb\u306e\u72b6\u6cc1\u3001\u5bb6\u65cf\u3001\u5b97\u6559\u306a\u3069\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001**\u898b\u51fa\u3057\u3068\u8a9e\u3067\u691c\u51fa\u3057\u3066\u672c\u6587\u304b\u3089\u5916\u3057\u307e\u3059**\n7. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u8a9e\u4ee5\u5916\u306eCV\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\u3002\u82f1\u8a9e\u4ee5\u5916\u306a\u3089\u5225\u306e\u7d4c\u8def\u3078\u56de\u3057\u307e\u3059\n\n**6\u756a\u76ee\u3092\u751f\u6210AI\u306e\u524d\u306b\u7f6e\u304f\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** \u6d77\u5916\u306eCV\u306b\u306f\u3001\u751f\u5e74\u6708\u65e5\u3084\u5a5a\u59fb\u306e\u72b6\u6cc1\u3001\u5199\u771f\u3092\u8f09\u305b\u308b\u6163\u7fd2\u306e\u56fd\u304c\u3042\u308a\u307e\u3059\u3002\u539a\u751f\u52b4\u50cd\u7701\u306f\u3001\u672c\u7c4d\u5730\u3084\u5bb6\u65cf\u306e\u8077\u696d\u306a\u3069\u300c\u672c\u4eba\u306b\u8cac\u4efb\u306e\u306a\u3044\u4e8b\u9805\u300d\u3084\u3001\u5b97\u6559\u3084\u652f\u6301\u653f\u515a\u306a\u3069\u300c\u672c\u6765\u81ea\u7531\u3067\u3042\u308b\u3079\u304d\u4e8b\u9805\u300d\u3092\u63a1\u7528\u57fa\u6e96\u306b\u3057\u306a\u3044\u3053\u3068\u304c\u5fc5\u8981\u3060\u3068\u3057\u3066\u3044\u307e\u3059\u3002**AI\u306b\u6e21\u3057\u305f\u6642\u70b9\u3067\u3001\u305d\u308c\u304c\u5224\u65ad\u306b\u6df7\u3056\u3089\u306a\u3044\u4fdd\u8a3c\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6e21\u3055\u306a\u3044\u306e\u304c\u3044\u3061\u3070\u3093\u78ba\u5b9f\u3067\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001CV\u306e\u6587\u304b\u3089\u9805\u76ee\u3092\u57cb\u3081\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u66f8\u304d\u51fa\u3059\u5185\u5bb9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5b66\u6b74 | \u5b66\u4f4d\u3001\u5c02\u653b\u3001\u5b66\u6821\u540d\u3001\u56fd\u3001\u5352\u696d\u5e74\uff08\u5728\u5b66\u4e2d\u304b\uff09 | \u5352\u696d\u5e74\u304c\u7121\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u8077\u6b74 | \u4f1a\u793e\u540d\u3001\u5f79\u8077\u3001\u958b\u59cb\u3068\u7d42\u4e86\u306e\u5e74\u6708\u3001\u4e3b\u306a\u696d\u52d9\u3001**\u305d\u306e\u8077\u3067\u4f7f\u3063\u305f\u6280\u8853** | \u5e74\u3060\u3051\u306a\u3089\u5e74\u3060\u3051\u3092\u5199\u3059 |\n| \u6280\u8853\u306e\u4e00\u89a7 | Skills \u306e\u6b04\u306b\u66f8\u304b\u308c\u305f\u6280\u8853\uff08\u8077\u6b74\u3068\u5225\u306b\uff09 | \u305d\u306e\u307e\u307e\u5199\u3059 |\n| \u8a00\u8a9e | \u8a00\u8a9e\u3054\u3068\u306b\u66f8\u304b\u308c\u305f\u6c34\u6e96\uff08JLPT\u30fbCEFR\u30fb\u300cNative\u300d\u306a\u3069\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d |\n| \u30d3\u30b6\u306e\u72b6\u6cc1 | \u66f8\u304b\u308c\u305f\u6587\u306e\u307e\u307e\uff08\u4f8b\uff1a\u300cRequires visa sponsorship\u300d\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d |\n| \u52e4\u52d9\u5730\u306e\u5e0c\u671b | \u79fb\u4f4f\u306e\u53ef\u5426\u3001\u30ea\u30e2\u30fc\u30c8\u306e\u5e0c\u671b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d |\n\n**\u8077\u6b74\u3054\u3068\u306b\u300c\u305d\u306e\u8077\u3067\u4f7f\u3063\u305f\u6280\u8853\u300d\u3092\u5206\u3051\u3066\u5199\u3055\u305b\u308b\u306e\u306f\u3001\u7d4c\u9a13\u5e74\u6570\u3092\u6570\u3048\u308b\u305f\u3081\u3067\u3059\u3002** Skills \u306e\u6b04\u306b\u4e26\u3076\u6280\u8853\u306b\u306f\u671f\u9593\u304c\u4ed8\u3044\u3066\u3044\u307e\u305b\u3093\u3002**\u671f\u9593\u304c\u4ed8\u304f\u306e\u306f\u8077\u6b74\u306e\u5074\u3060\u3051**\u306a\u306e\u3067\u3001\u3069\u306e\u8077\u3067\u4f55\u3092\u4f7f\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u5e74\u6570\u3092\u6570\u3048\u3089\u308c\u307e\u305b\u3093\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5408\u5426\u30fb\u9806\u4f4d\u30fb\u70b9\u6570 | \u5224\u65ad\u3059\u308b\u306e\u306f\u63a1\u7528\u62c5\u5f53\u3068\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2 |\n| \u7d4c\u9a13\u5e74\u6570\u306e\u8a08\u7b97 | \u898f\u5247\u3067\u6570\u3048\u308b\u3002AI\u306b\u8db3\u3057\u7b97\u3092\u3055\u305b\u306a\u3044 |\n| \u65e5\u672c\u8a9e\u306e\u80fd\u529b\u306e\u63a8\u6e2c | \u56fd\u7c4d\u3084\u5b66\u6b74\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d |\n| \u30d3\u30b6\u306e\u53d6\u5f97\u306e\u898b\u8fbc\u307f | \u5728\u7559\u8cc7\u683c\u306e\u5224\u65ad\u306f\u51fa\u5165\u56fd\u5728\u7559\u7ba1\u7406\u5e81\u306e\u5be9\u67fb\u306b\u3088\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6280\u8853\u306e\u88dc\u5b8c | \u300cKubernetes \u3092\u4f7f\u3063\u305f\u306a\u3089 Docker \u3082\u300d\u3068\u8db3\u3055\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u65e5\u672c\u306e\u5927\u5b66\u3092\u51fa\u305f\u5fdc\u52df\u8005\u306b\u300c\u65e5\u672c\u8a9e\uff1a\u30d3\u30b8\u30cd\u30b9\u6c34\u6e96\u300d\u3068\u57cb\u3081\u305f\u308a\u3001\u51fa\u8eab\u56fd\u304b\u3089\u8a00\u8a9e\u3092\u8db3\u3057\u305f\u308a\u3057\u307e\u3059\u3002**\u305d\u308c\u306f\u63a8\u6e2c\u3067\u3042\u3063\u3066\u3001CV\u306b\u66f8\u304b\u308c\u305f\u4e8b\u5b9f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u63a1\u7528\u306e\u62c5\u5f53\u8005\u3068\u3057\u3066\u3001\u82f1\u6587\u306eCV\u304b\u3089\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9805\u76ee\u3092\u5199\u3059\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f\u3001OCR\u304c\u8aad\u3080\u9806\u306b\u4e26\u3079\u305fCV\u306e\u672c\u6587\u3067\u3059\u3002\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5199\u3059\u9805\u76ee\u3011\n- education: degree, field, school, country, graduation\uff08\u5e74\u6708\u3002\u5728\u5b66\u4e2d\u306a\u3089 in_progress\uff09\n- experience: company, title, start, end\uff08\"Present\" \u306f\u305d\u306e\u307e\u307e\uff09, summary, technologies\n- skills_listed: Skills \u6b04\u306b\u4e26\u3093\u3067\u3044\u308b\u6280\u8853\uff08\u8077\u6b74\u3068\u5225\u306b\uff09\n- languages: \u8a00\u8a9e\u3054\u3068\u306b\u3001\u66f8\u304b\u308c\u305f\u6c34\u6e96\u306e\u6587\u5b57\u5217\n- work_authorization: \u30d3\u30b6\u30fb\u5c31\u52b4\u8cc7\u683c\u306b\u3064\u3044\u3066\u66f8\u304b\u308c\u305f\u6587\u306e\u307e\u307e\n- relocation: \u79fb\u4f4f\u3084\u52e4\u52d9\u5730\u306b\u3064\u3044\u3066\u66f8\u304b\u308c\u305f\u6587\u306e\u307e\u307e\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u672c\u8a9e\u306e\u80fd\u529b\u3092\u3001\u56fd\u7c4d\u30fb\u5b66\u6b74\u30fb\u5c45\u4f4f\u5730\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u6708\u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6708\u304c\u7121\u3051\u308c\u3070\u5e74\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d4c\u9a13\u5e74\u6570\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u671f\u9593\u306e\u8db3\u3057\u7b97\u306f\u3053\u3061\u3089\u3067\u884c\u3044\u307e\u3059\u3002\n- technologies \u306b\u306f\u3001\u305d\u306e\u8077\u306e\u8aac\u660e\u306b\u66f8\u304b\u308c\u305f\u6280\u8853\u3060\u3051\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  Skills \u6b04\u306e\u6280\u8853\u3092\u3001\u8077\u6b74\u306b\u5272\u308a\u5f53\u3066\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6280\u8853\u306e\u547c\u3073\u540d\u306f\u66f8\u304b\u308c\u305f\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a00\u3044\u63db\u3048\u306f\u3053\u3061\u3089\u3067\u884c\u3044\u307e\u3059\u3002\n- \u30d3\u30b6\u306e\u53d6\u5f97\u306e\u898b\u8fbc\u307f\u3001\u5728\u7559\u8cc7\u683c\u306b\u5f53\u305f\u308b\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5408\u5426\u3001\u9069\u5408\u5ea6\u3001\u9806\u4f4d\u3001\u70b9\u6570\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u9f62\u3001\u751f\u5e74\u6708\u65e5\u3001\u5a5a\u59fb\u306e\u72b6\u6cc1\u3001\u5bb6\u65cf\u3001\u5b97\u6559\u3001\u5199\u771f\u306b\u3064\u3044\u3066\u3001\n  \u672c\u6587\u306b\u6b8b\u3063\u3066\u3044\u3066\u3082\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- CV\u3067\u306a\u3044\u66f8\u985e\uff08\u63a8\u85a6\u72b6\u3001\u6210\u7e3e\u8a3c\u660e\u66f8\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u5199\u3055\u305a\u306b\n  document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010CV\u306e\u672c\u6587\u3011{cv_text}\n```\n\n**\u300cSkills \u6b04\u306e\u6280\u8853\u3092\u8077\u6b74\u306b\u5272\u308a\u5f53\u3066\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u5168\u90e8\u306e\u8077\u306b\u5168\u90e8\u306e\u6280\u8853\u3092\u5165\u308c\u307e\u3059\u3002** \u4e00\u89a7\u306b\u3042\u308b\u6280\u8853\u3092\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u8077\u306b\u632f\u308a\u5206\u3051\u308b\u304b\u3089\u3067\u3059\u3002**\u305d\u306e\u7d50\u679c\u3001\u7d4c\u9a13\u5e74\u6570\u304c\u5b9f\u969b\u3088\u308a\u9577\u304f\u6570\u3048\u3089\u308c\u307e\u3059\u3002**\n\n**\u300c\u5e74\u9f62\u30fb\u5a5a\u59fb\u306e\u72b6\u6cc1\u3092\u5199\u3055\u306a\u3044\u300d\u306f\u524d\u51e6\u7406\u3068\u4e8c\u91cd\u306b\u3057\u3066\u3044\u307e\u3059\u3002** \u524d\u51e6\u7406\u306e\u691c\u51fa\u306f\u8a9e\u306b\u983c\u308b\u306e\u3067\u3001\u8868\u8a18\u306e\u63fa\u308c\u3067\u6f0f\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u6f0f\u308c\u305f1\u4ef6\u304c\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u6b8b\u3089\u306a\u3044\u3088\u3046\u306b\u3001\u6307\u793a\u306e\u5074\u3067\u3082\u6b62\u3081\u307e\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306bJSON\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\uff09\u3092\u4f7f\u3046\u3068\u3001**\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u8fd4\u308a\u3001\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u307e\u305b\u3093\u3002**\n\n```json\n{\n  \"cv_id\": \"\",\n  \"requisition_id\": \"\",\n  \"document_type\": \"cv\",\n  \"education\": [ { \"degree\": \"\", \"field\": \"\", \"school\": \"\", \"country\": \"\",\n                   \"graduation\": \"\", \"evidence\": \"\" } ],\n  \"experience\": [ { \"company\": \"\", \"title\": \"\", \"start\": \"\", \"end\": \"\",\n                    \"technologies\": [], \"evidence\": \"\" } ],\n  \"skills_listed\": [],\n  \"languages\": [ { \"language\": \"\", \"level_text\": \"\", \"evidence\": \"\" } ],\n  \"work_authorization\": { \"text\": \"\", \"evidence\": \"\" },\n  \"relocation\": { \"text\": \"\", \"evidence\": \"\" }\n}\n```\n\n**\u3053\u306e\u5f8c\u306b\u3001Python \u304c\u8981\u4ef6\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n| \u8981\u4ef6\u306e\u7a2e\u985e | \u7167\u3089\u3057\u65b9 | \u7d50\u679c |\n|:--|:--|:--|\n| \u5fc5\u9808\u306e\u6280\u8853\u3068\u5e74\u6570 | \u547c\u3073\u540d\u3092\u305d\u308d\u3048\u3001\u8077\u6b74\u306e\u671f\u9593\u3092\u898f\u5247\u3067\u6570\u3048\u308b | `stated`\uff08\u5e74\u6570\u4ed8\u304d\uff09\uff0f`not_stated` |\n| \u6b53\u8fce\u306e\u6280\u8853 | \u8077\u6b74\u3068 Skills \u6b04\u306e\u4e21\u65b9\u3092\u898b\u308b | `stated`\uff0f`not_stated` |\n| \u8a00\u8a9e | \u66f8\u304b\u308c\u305f\u6c34\u6e96\u3092\u3001\u8981\u4ef6\u306e\u6c34\u6e96\u306e\u8868\u3068\u7167\u3089\u3059 | `stated`\uff0f`not_stated`\uff0f`unclear` |\n| \u30d3\u30b6\u306e\u6271\u3044 | \u8a18\u8f09\u306e\u6709\u7121\u3060\u3051\u3092\u898b\u308b | `stated`\uff0f`not_stated` |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7d4c\u9a13\u5e74\u6570\u3092\u898f\u5247\u3067\u6570\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u671f\u9593\u304c\u91cd\u306a\u308b2\u3064\u306e\u8077\u3067\u540c\u3058\u6280\u8853\u3092\u4f7f\u3063\u3066\u3044\u308c\u3070\u3001**\u91cd\u306a\u308a\u306f1\u56de\u3060\u3051\u6570\u3048\u308b**\u306e\u3088\u3046\u306b\u6c7a\u3081\u3066\u304a\u3051\u3070\u3001\u8ab0\u304c\u62c5\u5f53\u3057\u3066\u3082\u540c\u3058\u5e74\u6570\u306b\u306a\u308a\u307e\u3059\u3002\u898f\u5247\u306e\u4f8b\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u5834\u9762 | \u898f\u5247\u306e\u4f8b |\n|:--|:--|\n| 2\u3064\u306e\u8077\u306e\u671f\u9593\u304c\u91cd\u306a\u308b | \u540c\u3058\u6280\u8853\u306a\u3089\u91cd\u306a\u3063\u305f\u6708\u306f1\u56de\u3060\u3051\u6570\u3048\u308b |\n| \u7d42\u4e86\u304c\u300cPresent\u300d | \u51e6\u7406\u3057\u305f\u65e5\u306e\u6708\u3092\u7d42\u4e86\u3068\u307f\u306a\u3059 |\n| \u5e74\u3060\u3051\u3067\u6708\u304c\u7121\u3044 | \u958b\u59cb\u306f7\u6708\u3001\u7d42\u4e86\u306f6\u6708\u3068\u307f\u306a\u3057\u3001\u6839\u62e0\u306b\u300c\u5e74\u306e\u307f\u300d\u3068\u6b8b\u3059 |\n| \u5728\u5b66\u4e2d\u306e\u30a4\u30f3\u30bf\u30fc\u30f3 | \u5225\u306b\u6570\u3048\u3001\u8077\u6b74\u306e\u5e74\u6570\u306b\u306f\u8db3\u3055\u306a\u3044 |\n| Skills \u6b04\u306b\u3060\u3051\u3042\u308b\u6280\u8853 | \u5e74\u6570\u306f\u4ed8\u3051\u305a\u3001`stated`\uff08\u5e74\u6570\u306a\u3057\uff09\u3068\u3059\u308b |\n\n**\u3069\u306e\u898f\u5247\u306b\u3059\u308b\u304b\u306f\u81ea\u793e\u3067\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u5927\u4e8b\u306a\u306e\u306f\u3001\u898f\u5247\u304c1\u3064\u306b\u6c7a\u307e\u3063\u3066\u3044\u3066\u3001\u8a08\u7b97\u306e\u6839\u62e0\u3068\u4e00\u7dd2\u306b\u6b8b\u308b\u3053\u3068\u3067\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u78ba\u8a8d\u4e8b\u9805\u3092\u6a5f\u68b0\u7684\u306b\u4f5c\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `not_stated` \u306e\u5fc5\u9808\u8981\u4ef6\u306f\u3059\u3079\u3066\u300c\u9762\u8ac7\u3067\u78ba\u304b\u3081\u308b\u300d\u306b\u56de\u308a\u3001**\u30d3\u30b6\u304c `not_stated` \u306a\u3089\u3001\u5728\u7559\u8cc7\u683c\u306e\u78ba\u8a8d\u306b\u8981\u308b\u66f8\u985e\u3092\u65e9\u3081\u306b\u983c\u3080**\u9805\u76ee\u304c\u7acb\u3061\u307e\u3059\u3002\u51fa\u5165\u56fd\u5728\u7559\u7ba1\u7406\u5e81\u306e\u300c\u6280\u8853\u30fb\u4eba\u6587\u77e5\u8b58\u30fb\u56fd\u969b\u696d\u52d9\u300d\u306e\u6848\u5185\u3067\u306f\u3001\u5927\u5b66\u7b49\u306e\u5352\u696d\u8a3c\u660e\u66f8\u3084\u3001\u95a2\u9023\u3059\u308b\u696d\u52d9\u306b\u5f93\u4e8b\u3057\u305f\u671f\u9593\u3092\u8a3c\u660e\u3059\u308b\u5728\u8077\u8a3c\u660e\u66f8\u7b49\u304c\u6319\u304c\u3063\u3066\u3044\u307e\u3059\u3002**CV\u306e\u5b66\u6b74\u3068\u8077\u6b74\u306f\u3001\u305d\u306e\u66f8\u985e\u3092\u983c\u3080\u524d\u306e\u4e0b\u898b\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`evidence` \u3067\u78ba\u8a8d\u304c\u901f\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002** \u7d4c\u9a13\u5e74\u6570\u306e\u6839\u62e0\u306b\u306a\u3063\u305f\u8077\u6b74\u306e\u884c\u304c\u4e26\u3073\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | CV\u306e\u53d7\u3051\u53d6\u308a |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u7b54\u3048 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u66f8\u304d\u51fa\u3057 |\n| \u52df\u96c6\u8981\u4ef6\u306e\u8868\u30fb\u547c\u3073\u540d\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u7167\u3089\u3057\u5408\u308f\u305b\u306e\u57fa\u6e96 |\n| \u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 | \u8aad\u307f\u53d6\u308a\u3068\u3001\u627f\u8a8d\u5f8c\u306e\u767b\u9332 | \u904e\u53bb\u306e\u5fdc\u52df\u306e\u78ba\u8a8d\u3068\u3001\u627f\u8a8d\u3055\u308c\u305f\u3082\u306e\u306e\u767b\u9332 |\n| \u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7 | \u8868\u3078\u306e\u66f8\u304d\u51fa\u3057 | \u63a1\u7528\u62c5\u5f53\u304c\u78ba\u8a8d\u3059\u308b\u4e00\u89a7 |\n\n**\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u63a1\u7528\u62c5\u5f53\u306e\u627f\u8a8d\u306e\u5f8c\u3060\u3051\u3067\u3059\u3002** \u5fdc\u52df\u8005\u3078\u306e\u30e1\u30fc\u30eb\u306e\u9001\u4fe1\u3082\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u306f\u884c\u3044\u307e\u305b\u3093\u3002**\u6700\u521d\u306e\u9023\u7d61\u306f\u4eba\u304c\u66f8\u304d\u307e\u3059\u3002**","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f\u5168\u4ef6\u3067\u3059\u3002\u305f\u3060\u3057\u898b\u308b\u5834\u6240\u3092\u7d5e\u308a\u307e\u3059\u3002** \u8ee2\u8a18\u306e\u7d50\u679c\u306f\u3001`unclear` \u3068\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u9805\u76ee\u3060\u3051\u3092CV\u306e\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3001\u305d\u308c\u4ee5\u5916\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **\u6c42\u4eba\u306e\u756a\u53f7\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7167\u3089\u3057\u305f\u52df\u96c6\u8981\u4ef6\u304c\u6b63\u3057\u3044\u304b\n2. **\u8077\u6b74\u306e\u671f\u9593\u3068\u6280\u8853\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7d4c\u9a13\u5e74\u6570\u306e\u6839\u62e0\u306e\u884c\u3092 `evidence` \u3067\u898b\u307e\u3059\u3002**2\u6bb5\u7d44\u307f\u306eCV\u306f\u3001\u8aad\u3080\u9806\u304c\u5d29\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u3053\u3053\u3067\u898b\u307e\u3059**\n3. **\u78ba\u8a8d\u4e8b\u9805\u3092\u76f4\u3059** \u2026 \u9762\u8ac7\u3067\u805e\u304f\u3082\u306e\u3001\u66f8\u985e\u3092\u983c\u3080\u3082\u306e\u3001\u805e\u304b\u306a\u304f\u3066\u3088\u3044\u3082\u306e\u306b\u5206\u3051\u307e\u3059\n4. **\u767b\u9332\u3092\u627f\u8a8d\u3059\u308b** \u2026 \u627f\u8a8d\u3057\u305f\u3082\u306e\u3060\u3051\u304c\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u8f09\u308a\u307e\u3059\n5. **\u76f4\u3057\u305f\u5185\u5bb9\u3092\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7d4c\u9a13\u5e74\u6570\u306f\u3001\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u66f8\u985e\u9078\u8003\u3067\u6700\u521d\u306b\u898b\u308b\u5024\u3067\u3059\u3002**\u3053\u3053\u304c\u8aa4\u3063\u3066\u3044\u308b\u3068\u3001\u66f8\u985e\u9078\u8003\u305d\u306e\u3082\u306e\u304c\u305a\u308c\u307e\u3059\u3002**\n\n**3\u756a\u76ee\u306e\u4ed5\u5206\u3051\u306f\u3001\u63a1\u7528\u62c5\u5f53\u306b\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002** \u305f\u3068\u3048\u3070\u5fc5\u9808\u306e\u300cKubernetes \u306e\u904b\u7528\u7d4c\u9a13\u300d\u304c `not_stated` \u3067\u3082\u3001\u8077\u6b74\u306e\u8aac\u660e\u306b\u300ccontainer orchestration\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u9762\u8ac7\u3067\u805e\u3051\u3070\u6e08\u3080\u9805\u76ee\u3067\u3059\u3002**\u547c\u3073\u540d\u306e\u4e00\u89a7\u306b\u8db3\u3059\u3079\u304d\u8a00\u3044\u65b9\u304c\u898b\u3064\u304b\u3063\u305f\u3089\u3001\u305d\u306e\u5834\u3067\u4e00\u89a7\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001360\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef65\u5206\u3067\u3059\u3002** 1\u30da\u30fc\u30b8\u306e\u6574\u3063\u305fCV\u306f2\u301c3\u5206\u3001\u8077\u6b74\u306e\u591a\u3044\u8907\u6570\u30da\u30fc\u30b8\u306e\u3082\u306e\u306f10\u5206\u524d\u5f8c\u304b\u304b\u308b\u60f3\u5b9a\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u5fdc\u52df\u8005\u306b\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| XFA\u5f62\u5f0f\u306ePDF\u30fbWord\u5f62\u5f0f | PDF\u306b\u5909\u63db\u3057\u3066\u5165\u308c\u76f4\u3059 |\n| \u82f1\u8a9e\u4ee5\u5916\u306eCV | \u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u307f\u3002**\u5225\u306e\u7d4c\u8def\u3078\u56de\u3059** |\n| \u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b | 15\u30d4\u30af\u30bb\u30eb\u304c\u4e0b\u9650\u3002\u4e0b\u56de\u308b\u3082\u306e\u306f `unclear` \u3067\u4eba\u3078 |\n| \u8077\u6b74\u306e\u5e74\u6708\u304c\u5e74\u3060\u3051 | \u5e74\u3060\u3051\u3067\u5199\u3057\u3001\u7d4c\u9a13\u5e74\u6570\u306f\u51fa\u529b\u5f62\u5f0f\u306e\u898f\u5247\u3067\u6570\u3048\u3001**\u6839\u62e0\u306b\u300c\u5e74\u306e\u307f\u300d\u3068\u6b8b\u3059** |\n| \u300cPresent\u300d\u304c\u8907\u6570\u306e\u8077\u306b\u3042\u308b | \u517c\u696d\u3068\u3057\u3066\u4e21\u65b9\u3092\u6570\u3048\u308b\u3002\u91cd\u306a\u308a\u306f1\u56de\u3060\u3051 |\n| \u6c42\u4eba\u306e\u756a\u53f7\u304c\u7121\u3044 | \u78ba\u8a8d\u4e8b\u9805\u306b\u51fa\u3057\u3001\u62c5\u5f53\u8005\u304c\u756a\u53f7\u3092\u4ed8\u3051\u308b |\n| \u540c\u3058\u4eba\u306e\u518d\u5fdc\u52df | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u7167\u5408\u3057\u3001\u904e\u53bb\u306e\u5fdc\u52df\u3068\u3064\u306a\u3050 |\n| CV\u3067\u306a\u3044\u66f8\u985e\u304c\u5165\u3063\u305f | `document_type` \u3092\u898b\u3066\u3001\u5199\u3055\u305a\u306b\u62c5\u5f53\u8005\u3078\u623b\u3059 |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**5\u884c\u76ee\u306e\u300c\u5e74\u3060\u3051\u300d\u306f\u3088\u304f\u8d77\u304d\u307e\u3059\u3002** \u300c2019 - 2022\u300d\u3068\u66f8\u304b\u308c\u305f\u8077\u306f\u30012\u5e74\u306a\u306e\u304b4\u5e74\u8fd1\u3044\u306e\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u6570\u3048\u65b9\u306e\u898f\u5247\u3092\u6c7a\u3081\u3001\u6839\u62e0\u306b\u6b8b\u3057\u3066\u304a\u3051\u3070\u3001\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u5e74\u6570\u3092\u8aad\u307f\u66ff\u3048\u3089\u308c\u307e\u3059\u3002**","log_storage":"- \u5143\u306eCV\u306ePDF\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\u30fb\u6c42\u4eba\u306e\u756a\u53f7\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08\u305f\u3060\u3057**\u5199\u771f\u306e\u9818\u57df\u306e\u753b\u50cf\u306f\u6b8b\u3055\u306a\u3044**\uff09\n- AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f**\u52df\u96c6\u8981\u4ef6\u3068\u547c\u3073\u540d\u306e\u4e00\u89a7\u306e\u7248**\n- \u7d4c\u9a13\u5e74\u6570\u306e\u8a08\u7b97\u306e\u6839\u62e0\uff08\u3069\u306e\u8077\u306e\u3069\u306e\u671f\u9593\u3092\u6570\u3048\u305f\u304b\uff09\n- \u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\u3068\u3001**\u63a1\u7528\u62c5\u5f53\u304c\u76f4\u3057\u305f\u8a18\u9332**\n- \u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u767b\u9332\u3057\u305f\u65e5\u6642\u3068\u627f\u8a8d\u8005\n- **\u4fdd\u5b58\u306e\u671f\u9650** \u2026 \u4e0d\u63a1\u7528\u3068\u306a\u3063\u305f\u5fdc\u52df\u8005\u306e\u60c5\u5831\u3092\u3044\u3064\u6d88\u3059\u304b\u3092\u3001\u81ea\u793e\u306e\u898f\u7a0b\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\n\n**\u300c\u52df\u96c6\u8981\u4ef6\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u8981\u4ef6\u304c\u6c42\u4eba\u306e\u9014\u4e2d\u3067\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5fc5\u9808\u306e\u5e74\u6570\u30925\u5e74\u304b\u30893\u5e74\u306b\u4e0b\u3052\u305f\u5f8c\u3067\u3001\u904e\u53bb\u306e\u5fdc\u52df\u8005\u3092\u62fe\u3044\u76f4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u3069\u306e\u7248\u3067\u7167\u3089\u3057\u305f\u304b\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u7167\u3089\u3057\u76f4\u3059\u7bc4\u56f2\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":360,"assumption_workdays":20,"volume_month":360,"before_minutes_per_case":15,"after_minutes_per_case":5,"hourly_cost":3500,"before_hours_month":90,"after_hours_month":30,"saved_hours_month":60,"reduction_rate":67,"saved_hours_year":720,"annual_cost_effect":2520000,"summary":"\u6d77\u5916\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306eCV\u3092\u8aad\u307f\u53d6\u308a\u3001\u5b66\u6b74\u30fb\u8077\u6b74\u30fb\u6280\u8853\u30b9\u30bf\u30c3\u30af\u30fb\u8a00\u8a9e\u30fb\u30d3\u30b6\u306e\u72b6\u6cc1\u3092\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9805\u76ee\u306b\u8ee2\u8a18\u3057\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u52df\u96c6\u8981\u4ef6\u306b\u7167\u3089\u3057\u3066\u66f8\u985e\u9078\u8003\u306e\u524d\u306b\u78ba\u304b\u3081\u308b\u3079\u304d\u70b9\u3092\u63a1\u7528\u62c5\u5f53\u3078\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u5fdc\u52df\u306e\u7d4c\u8def\u3054\u3068\u306b\u5c4a\u3044\u305fCV\u306ePDF\u3092\u3001\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u6dfb\u4ed8\u3059\u308b\n2. \u62c5\u5f53\u8005\u304cCV\u3092\u958b\u304d\u3001\u6c0f\u540d\u30fb\u9023\u7d61\u5148\u30fb\u73fe\u4f4f\u6240\u306e\u56fd\u3092\u5165\u529b\u3059\u308b\n3. \u5b66\u6b74\uff08\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u5b66\u6821\u30fb\u5352\u696d\u5e74\uff09\u3068\u8077\u6b74\uff08\u4f1a\u793e\u30fb\u5f79\u8077\u30fb\u671f\u9593\uff09\u30921\u4ef6\u305a\u3064\u5165\u529b\u3059\u308b\n4. \u8077\u6b74\u306e\u6587\u304b\u3089\u6280\u8853\u3092\u62fe\u3044\u3001\u6280\u8853\u3054\u3068\u306e\u7d4c\u9a13\u5e74\u6570\u3092\u6570\u3048\u3066\u5165\u529b\u3059\u308b\n5. \u8a00\u8a9e\u306e\u80fd\u529b\u3068\u30d3\u30b6\u306e\u72b6\u6cc1\u3092\u63a2\u3057\u3001\u66f8\u3044\u3066\u3042\u308c\u3070\u5165\u529b\u3059\u308b\n6. \u52df\u96c6\u8981\u4ef6\u306e\u6587\u66f8\u3068\u898b\u6bd4\u3079\u3001\u6e80\u305f\u3057\u3066\u3044\u308b\u304b\u5206\u304b\u3089\u306a\u3044\u70b9\u3092\u30e1\u30e2\u306b\u66f8\u304f\n7. \u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u66f8\u985e\u9078\u8003\u3092\u4f9d\u983c\u3059\u308b\n\n**\uff08a\uff092\u6bb5\u7d44\u307f\u306eCV\u3067\u8077\u6b74\u306e\u9806\u304c\u5d29\u308c\u308b\u3002** PDF\u304b\u3089\u30b3\u30d4\u30fc\u3059\u308b\u3068\u3001\u5de6\u306e\u6bb5\u3068\u53f3\u306e\u6bb5\u306e\u884c\u304c\u4ea4\u4e92\u306b\u6df7\u3056\u308a\u307e\u3059\u3002**\u3069\u306e\u6280\u8853\u3092\u3069\u306e\u4f1a\u793e\u3067\u4f7f\u3063\u305f\u306e\u304b\u3092\u3001\u8aad\u307f\u76f4\u3057\u3066\u7d44\u307f\u7acb\u3066\u76f4\u3059**\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u7d4c\u9a13\u5e74\u6570\u306e\u6570\u3048\u65b9\u304c\u62c5\u5f53\u8005\u3067\u9055\u3046\u3002** \u540c\u3058\u6280\u8853\u30922\u793e\u3067\u4f7f\u3063\u3066\u3044\u308c\u3070\u8db3\u3059\u306e\u304b\u3001\u671f\u9593\u304c\u91cd\u306a\u3063\u3066\u3044\u308c\u3070\u91cd\u306d\u3066\u6570\u3048\u308b\u306e\u304b\u3002**\u6c7a\u307e\u308a\u304c\u7121\u3044\u306e\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u300cPython 5\u5e74\u300d\u304c\u4f55\u3092\u610f\u5473\u3059\u308b\u306e\u304b\u304c\u62c5\u5f53\u8005\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002**\n\n**\uff08c\uff09\u30d3\u30b6\u306e\u72b6\u6cc1\u306e\u78ba\u8a8d\u304c\u6700\u5f8c\u306b\u56de\u308b\u3002** CV\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u30015\u756a\u306f\u7a7a\u6b04\u306e\u307e\u307e\u9032\u307f\u307e\u3059\u3002**\u9762\u63a5\u304c2\u56de\u9032\u3093\u3060\u5f8c\u306b\u3001\u5728\u7559\u8cc7\u683c\u306e\u78ba\u8a8d\u306b\u8981\u308b\u66f8\u985e\u304c\u305d\u308d\u308f\u306a\u3044\u3068\u5206\u304b\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u4ef6\u6570\u304c\u5897\u3048\u308b\u3068\u30016\u756a\u304c\u7701\u304b\u308c\u308b\u3002** \u5fdc\u52df\u304c\u96c6\u4e2d\u3059\u308b\u6708\u306f\u3001\u8ee2\u8a18\u3060\u3051\u3067\u624b\u4e00\u676f\u306b\u306a\u308a\u307e\u3059\u3002**\u78ba\u8a8d\u4e8b\u9805\u306e\u30e1\u30e2\u304c\u7121\u3044\u307e\u307e\u73fe\u5834\u3078\u56de\u3059\u3068\u3001\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u540c\u3058\u70b9\u3092\u4f55\u5ea6\u3082\u805e\u304d\u8fd4\u3057\u307e\u3059\u3002**","before_flow_steps":["\u5fdc\u52df\u306e\u7d4c\u8def\u3054\u3068\u306b\u5c4a\u3044\u305fCV\u306ePDF\u3092\u3001\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u6dfb\u4ed8\u3059\u308b","\u62c5\u5f53\u8005\u304cCV\u3092\u958b\u304d\u3001\u6c0f\u540d\u30fb\u9023\u7d61\u5148\u30fb\u73fe\u4f4f\u6240\u306e\u56fd\u3092\u5165\u529b\u3059\u308b","\u5b66\u6b74\uff08\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u5b66\u6821\u30fb\u5352\u696d\u5e74\uff09\u3068\u8077\u6b74\uff08\u4f1a\u793e\u30fb\u5f79\u8077\u30fb\u671f\u9593\uff09\u30921\u4ef6\u305a\u3064\u5165\u529b\u3059\u308b","\u8077\u6b74\u306e\u6587\u304b\u3089\u6280\u8853\u3092\u62fe\u3044\u3001\u6280\u8853\u3054\u3068\u306e\u7d4c\u9a13\u5e74\u6570\u3092\u6570\u3048\u3066\u5165\u529b\u3059\u308b","\u8a00\u8a9e\u306e\u80fd\u529b\u3068\u30d3\u30b6\u306e\u72b6\u6cc1\u3092\u63a2\u3057\u3001\u66f8\u3044\u3066\u3042\u308c\u3070\u5165\u529b\u3059\u308b","\u52df\u96c6\u8981\u4ef6\u306e\u6587\u66f8\u3068\u898b\u6bd4\u3079\u3001\u6e80\u305f\u3057\u3066\u3044\u308b\u304b\u5206\u304b\u3089\u306a\u3044\u70b9\u3092\u30e1\u30e2\u306b\u66f8\u304f","\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u66f8\u985e\u9078\u8003\u3092\u4f9d\u983c\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u5fdc\u52df\u306e\u7d4c\u8def\u3054\u3068\u306b\u5c4a\u3044\u305fCV\u3092\u3001\u6c42\u4eba\u306e\u756a\u53f7\u3092\u4ed8\u3051\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u5165\u308c\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u6587\u66f8\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\uff08\u898b\u51fa\u3057\u30fb\u6bb5\u843d\u30fb\u7b87\u6761\u66f8\u304d\u30fb\u8868\uff09\u3092\u8aad\u3080\u9806\u306b\u4e26\u3079\u3066\u8fd4\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u7b54\u3048\uff08\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306a\u3069\uff09\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u524d\u51e6\u7406\u3067\u3001\u5199\u771f\u306e\u9818\u57df\u3068\u3001\u9078\u8003\u306b\u4f7f\u308f\u306a\u3044\u9805\u76ee\uff08\u751f\u5e74\u6708\u65e5\u30fb\u5a5a\u59fb\u306e\u72b6\u6cc1\u306a\u3069\uff09\u3092\u5916\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5b66\u6b74\u30fb\u8077\u6b74\u30fb\u6280\u8853\u30fb\u8a00\u8a9e\u30fb\u30d3\u30b6\u306e\u8a18\u8f09\u3092\u9805\u76ee\u306b\u305d\u308d\u3048\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u5199\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u6280\u8853\u306e\u547c\u3073\u540d\u3092\u305d\u308d\u3048\u3001\u8077\u6b74\u306e\u671f\u9593\u304b\u3089\u6280\u8853\u3054\u3068\u306e\u7d4c\u9a13\u5e74\u6570\u3092\u6c7a\u307e\u3063\u305f\u898f\u5247\u3067\u6570\u3048\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u52df\u96c6\u8981\u4ef6\u3068\u7167\u3089\u3057\u3001`stated`\uff08\u66f8\u304b\u308c\u3066\u3044\u308b\uff09\uff0f`not_stated`\uff08\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\uff09\uff0f`unclear`\uff08\u8aad\u307f\u53d6\u308c\u306a\u3044\uff09\u3068\u3001\u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u63a1\u7528\u62c5\u5f53\u304c\u8ee2\u8a18\u306e\u7d50\u679c\u3068\u78ba\u8a8d\u4e8b\u9805\u3092\u898b\u3066\u76f4\u3057\u3001\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u767b\u9332\u3092\u627f\u8a8d\u3059\u308b\n9. **\u3010\u4eba\u3011** \u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u66f8\u985e\u9078\u8003\u3092\u4f9d\u983c\u3059\u308b\u3002\u78ba\u8a8d\u4e8b\u9805\u306e\u3046\u3061\u9762\u8ac7\u3067\u805e\u304f\u3082\u306e\u3092\u3001\u9762\u8ac7\u306e\u62c5\u5f53\u3078\u6e21\u3059\n\n**7\u756a\u76ee\u3067\u300c\u8981\u4ef6\u3092\u6e80\u305f\u3059\u304b\u300d\u306e\u7d50\u8ad6\u306f\u51fa\u3057\u307e\u305b\u3093\u3002** \u51fa\u3059\u306e\u306f\u3001\u8981\u4ef6\u3054\u3068\u306bCV\u306b\u8a18\u8f09\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3068\u3001\u305d\u306e\u6839\u62e0\u306e\u6587\u5b57\u5217\u3067\u3059\u3002**\u8a18\u8f09\u306e\u7121\u3044\u8981\u4ef6\u306f\u3001\u6e80\u305f\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u306f\u306a\u304f\u300c\u78ba\u304b\u3081\u3066\u3044\u306a\u3044\u300d\u3068\u3057\u3066\u6b8b\u3057\u307e\u3059\u3002**\n\n**8\u756a\u76ee\u306e\u627f\u8a8d\u306f\u7701\u304d\u307e\u305b\u3093\u3002** \u8ee2\u8a18\u3055\u308c\u305f\u5024\u304c\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u8f09\u308b\u3068\u3001\u305d\u306e\u5f8c\u306e\u691c\u7d22\u3084\u7d5e\u308a\u8fbc\u307f\u306e\u7d50\u679c\u3092\u6c7a\u3081\u307e\u3059\u3002**\u8aa4\u3063\u305f\u7d4c\u9a13\u5e74\u6570\u306e\u307e\u307e\u8f09\u305b\u308b\u3068\u3001\u691c\u7d22\u3067\u62fe\u308f\u308c\u306a\u3044\u5019\u88dc\u8005\u304c\u51fa\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u5fdc\u52df\u306e\u7d4c\u8def\u3054\u3068\u306b\u5c4a\u3044\u305fCV\u3092\u3001\u6c42\u4eba\u306e\u756a\u53f7\u3092\u4ed8\u3051\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078\u5165\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u6587\u66f8\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\uff08\u898b\u51fa\u3057\u30fb\u6bb5\u843d\u30fb\u7b87\u6761\u66f8\u304d\u30fb\u8868\uff09\u3092\u8aad\u3080\u9806\u306b\u4e26\u3079\u3066\u8fd4\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u7b54\u3048\uff08\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306a\u3069\uff09\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u524d\u51e6\u7406\u3067\u3001\u5199\u771f\u306e\u9818\u57df\u3068\u3001\u9078\u8003\u306b\u4f7f\u308f\u306a\u3044\u9805\u76ee\uff08\u751f\u5e74\u6708\u65e5\u30fb\u5a5a\u59fb\u306e\u72b6\u6cc1\u306a\u3069\uff09\u3092\u5916\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5b66\u6b74\u30fb\u8077\u6b74\u30fb\u6280\u8853\u30fb\u8a00\u8a9e\u30fb\u30d3\u30b6\u306e\u8a18\u8f09\u3092\u9805\u76ee\u306b\u305d\u308d\u3048\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u5199\u3059","**\u3010\u81ea\u52d5\u3011** \u6280\u8853\u306e\u547c\u3073\u540d\u3092\u305d\u308d\u3048\u3001\u8077\u6b74\u306e\u671f\u9593\u304b\u3089\u6280\u8853\u3054\u3068\u306e\u7d4c\u9a13\u5e74\u6570\u3092\u6c7a\u307e\u3063\u305f\u898f\u5247\u3067\u6570\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u52df\u96c6\u8981\u4ef6\u3068\u7167\u3089\u3057\u3001`stated`\uff08\u66f8\u304b\u308c\u3066\u3044\u308b\uff09\uff0f`not_stated`\uff08\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\uff09\uff0f`unclear`\uff08\u8aad\u307f\u53d6\u308c\u306a\u3044\uff09\u3068\u3001\u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u63a1\u7528\u62c5\u5f53\u304c\u8ee2\u8a18\u306e\u7d50\u679c\u3068\u78ba\u8a8d\u4e8b\u9805\u3092\u898b\u3066\u76f4\u3057\u3001\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u767b\u9332\u3092\u627f\u8a8d\u3059\u308b","**\u3010\u4eba\u3011** \u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u66f8\u985e\u9078\u8003\u3092\u4f9d\u983c\u3059\u308b\u3002\u78ba\u8a8d\u4e8b\u9805\u306e\u3046\u3061\u9762\u8ac7\u3067\u805e\u304f\u3082\u306e\u3092\u3001\u9762\u8ac7\u306e\u62c5\u5f53\u3078\u6e21\u3059"],"architecture":"```\n\u82f1\u6587\u306eCV\uff08PDF\u3001\u5fdc\u52df\u306e\u7d4c\u8def\u3054\u3068\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aLAYOUT\uff0fQUERIES\uff09\n   \u2502   \u8aad\u3080\u9806\u306b\u4e26\u3093\u3060\u898b\u51fa\u3057\u30fb\u6bb5\u843d\u30fb\u7b87\u6761\u66f8\u304d\u30fb\u8868\u3001\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n   \u25bc  \u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\u2192 AWS Lambda \u304c\u7d50\u679c\u3092\u53d6\u308b\nPython \u2500\u2500 \u5199\u771f\u306e\u9818\u57df\u3068\u3001\u9078\u8003\u306b\u4f7f\u308f\u306a\u3044\u9805\u76ee\u3092\u5916\u3059\n   \u25bc\nClaude API \u2500\u2500 \u9805\u76ee\u3092\u305d\u308d\u3048\u308b\n   \u2502   \u2460 \u5b66\u6b74   \u2461 \u8077\u6b74\u3068\u4f7f\u3063\u305f\u6280\u8853   \u2462 \u8a00\u8a9e   \u2463 \u30d3\u30b6\u306e\u72b6\u6cc1\uff08\u66f8\u304b\u308c\u305f\u307e\u307e\uff09\n   \u25bc\nPython \u2500\u2500 \u6280\u8853\u306e\u547c\u3073\u540d\u3092\u305d\u308d\u3048\u3001\u7d4c\u9a13\u5e74\u6570\u3092\u898f\u5247\u3067\u6570\u3048\u3001\u52df\u96c6\u8981\u4ef6\u3068\u7167\u3089\u3059\n   \u25bc\n\u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\uff08stated \uff0f not_stated \uff0f unclear\uff09\n   \u25bc\n\u3010\u63a1\u7528\u62c5\u5f53\u304c\u78ba\u8a8d\u3057\u3066\u627f\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u767b\u9332\n   \u2514\u2500\u2500\u25b6 \u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u66f8\u985e\u9078\u8003\u306e\u4f9d\u983c\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff1aLAYOUT\uff0fQUERIES\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u5b66\u6b74\u30fb\u8077\u6b74\u30fb\u6280\u8853\u30fb\u8a00\u8a9e\u30fb\u30d3\u30b6\u306e\u8a18\u8f09\u3092\u9805\u76ee\u306b\u305d\u308d\u3048\u308b\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u7d4c\u9a13\u5e74\u6570\u306e\u8a08\u7b97\u3068\u3001\u52df\u96c6\u8981\u4ef6\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b\uff09 | \u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u691c\u7d22\u6761\u4ef6\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08CV\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u78ba\u8a8d\u4e8b\u9805\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u6c42\u4eba\u3054\u3068\u306e\u52df\u96c6\u8981\u4ef6\u3092\u300c\u5fc5\u9808\u300d\u300c\u6b53\u8fce\u300d\u306b\u5206\u3051\u305f\u8868\u306b\u3059\u308b\u3053\u3068\u3068\u3001\u6280\u8853\u306e\u547c\u3073\u540d\u3092\u305d\u308d\u3048\u308b\u4e00\u89a7\u3092\u4f5c\u308b\u3053\u3068**\u3067\u3059\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001CV\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3001**\u554f\u3044\u5408\u308f\u305b\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u304c\u5bfe\u8c61\u3067\u3059\u3002** \u65e5\u672c\u8a9e\u306e\u8077\u52d9\u7d4c\u6b74\u66f8\u3092\u4f75\u305b\u3066\u9001\u3063\u3066\u304f\u308b\u5fdc\u52df\u8005\u3082\u3044\u307e\u3059\u304c\u3001\u305d\u3061\u3089\u306f\u5225\u306e\u7d4c\u8def\u3067\u6271\u3044\u307e\u3059\u3002\n\n**\u4f7f\u3046\u6a5f\u80fd\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u5206\u6790\u3067\u3059\u3002** \u898b\u51fa\u3057\uff08`LAYOUT_SECTION_HEADER`\uff09\u3001\u6bb5\u843d\uff08`LAYOUT_TEXT`\uff09\u3001\u7b87\u6761\u66f8\u304d\uff08`LAYOUT_LIST`\uff09\u3001\u8868\u3001\u56f3\uff08`LAYOUT_FIGURE`\uff09\u306a\u3069\u3092\u533a\u5225\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002**\u8981\u7d20\u306f\u8aad\u3080\u9806\u306b\u4e26\u3073\u3001\u6bb5\u7d44\u307f\u306e\u30da\u30fc\u30b8\u3067\u306f\u5de6\u306e\u6bb5\u306e\u4e0a\u304b\u3089\u4e0b\u307e\u3067\u8aad\u307f\u7d42\u3048\u3066\u304b\u3089\u6b21\u306e\u6bb5\u3078\u9032\u307f\u307e\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08a\uff09\u306e\u300c\u884c\u304c\u4ea4\u4e92\u306b\u6df7\u3056\u308b\u300d\u554f\u984c\u306f\u3001\u3053\u3053\u3067\u89e3\u3051\u307e\u3059\u3002\n\n**\u8acb\u6c42\u66f8\u5411\u3051\u306e AnalyzeExpense \u3084\u3001\u8eab\u5206\u8a3c\u5411\u3051\u306e AnalyzeID \u306f\u4f7f\u3044\u307e\u305b\u3093\u3002** AnalyzeID \u306f\u7c73\u56fd\u306e\u30d1\u30b9\u30dd\u30fc\u30c8\u3068\u904b\u8ee2\u514d\u8a31\u8a3c\u3060\u3051\u304c\u5bfe\u8c61\u3067\u3001\u672c\u8a18\u4e8b\u306e\u66f8\u985e\u306b\u306f\u5f53\u305f\u308a\u307e\u305b\u3093\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306bPDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u5fdc\u52df\u306f\u6bce\u65e5\u5c4a\u304f\u306e\u3067\u30011\u65e51\u56de\u306e\u5b9a\u6642\u51e6\u7406\u306b\u306f\u3057\u307e\u305b\u3093\u3002**\u5fdc\u52df\u304b\u3089\u6700\u521d\u306e\u9023\u7d61\u307e\u3067\u306e\u65e5\u6570\u304c\u77ed\u3044\u307b\u3069\u3001\u4ed6\u793e\u3068\u306e\u7af6\u308a\u5408\u3044\u3067\u6709\u5229\u306b\u306a\u308b**\u304b\u3089\u3067\u3059\u3002\n\n\u5fdc\u52df\u306e\u7d4c\u8def\u306f3\u3064\u3042\u308a\u307e\u3059\u3002\u81ea\u793e\u30b5\u30a4\u30c8\u306e\u5fdc\u52df\u30d5\u30a9\u30fc\u30e0\u3001\u6c42\u4eba\u5a92\u4f53\u3001\u7d39\u4ecb\u4f1a\u793e\u3067\u3059\u3002**\u3069\u306e\u7d4c\u8def\u3067\u3082\u3001\u6c42\u4eba\u306e\u756a\u53f7\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u304b\u30d5\u30a9\u30eb\u30c0\u540d\u306b\u4ed8\u3051\u3066\u5165\u308c\u307e\u3059\u3002** \u6c42\u4eba\u306e\u756a\u53f7\u304c\u7121\u3044\u3068\u3001\u3069\u306e\u52df\u96c6\u8981\u4ef6\u3068\u7167\u3089\u3059\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002\u756a\u53f7\u306e\u7121\u3044\u30d5\u30a1\u30a4\u30eb\u306f\u6b62\u3081\u305a\u306b\u53d7\u3051\u3001\u78ba\u8a8d\u4e8b\u9805\u306b\u300c\u6c42\u4eba\u306e\u756a\u53f7\u304c\u7121\u3044\u300d\u3068\u51fa\u3057\u307e\u3059\u3002\n\n\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u51e6\u7406\u6e08\u307f\u306e\u5834\u6240\u3078\u79fb\u3057\u307e\u3059\u3002**\u79fb\u3059\u306e\u306f\u3001\u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u51fa\u3057\u307e\u3067\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u3067\u3059\u3002** \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3063\u3066\u3044\u308b\u6570\u304c\u3001\u305d\u306e\u307e\u307e\u672a\u51e6\u7406\u306e\u6570\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| CV | PDF\u3002\u5fdc\u52df\u306e\u7d4c\u8def\u3001\u6c42\u4eba\u306e\u756a\u53f7\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u8981\u7d20\uff08\u8aad\u3080\u9806\uff09\u3001\u8868\u306e\u30bb\u30eb\u3001\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u7b54\u3048\u3001**\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u52df\u96c6\u8981\u4ef6 | \u6c42\u4eba\u3054\u3068\u306e\u5fc5\u9808\u30fb\u6b53\u8fce\u306e\u6280\u8853\u3001\u7d4c\u9a13\u5e74\u6570\u3001\u8a00\u8a9e\u3001\u52e4\u52d9\u5730\u3001\u30d3\u30b6\u306e\u6271\u3044 | \u81ea\u793e\u3067\u6574\u5099\u3059\u308b\u8868 |\n| \u6280\u8853\u306e\u547c\u3073\u540d\u306e\u4e00\u89a7 | \u300cGolang\u300d\u300cGo language\u300d\u2192\u300cGo\u300d\u306e\u3088\u3046\u306a\u5bfe\u5fdc | \u81ea\u793e\u3067\u6574\u5099\u3059\u308b\u4e00\u89a7 |\n| \u7d4c\u9a13\u5e74\u6570\u306e\u6570\u3048\u65b9 | \u671f\u9593\u306e\u91cd\u306a\u308a\u306e\u6271\u3044\u3001\u5728\u5b66\u4e2d\u306e\u30a4\u30f3\u30bf\u30fc\u30f3\u306e\u6271\u3044\u3001\u300cPresent\u300d\u306e\u6271\u3044 | \u81ea\u793e\u3067\u6c7a\u3081\u308b\u898f\u5247 |\n| \u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 | \u540c\u3058\u4eba\u306e\u904e\u53bb\u306e\u5fdc\u52df\u306e\u6709\u7121\uff08\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u7167\u5408\uff09 | \u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u771f\u3093\u4e2d\u306e3\u3064\u3067\u3059\u3002** \u52df\u96c6\u8981\u4ef6\u304c\u6587\u7ae0\u306e\u307e\u307e\u3067\u306f\u7167\u3089\u305b\u305a\u3001\u547c\u3073\u540d\u306e\u4e00\u89a7\u304c\u7121\u3051\u308c\u3070\u540c\u3058\u6280\u8853\u304c\u5225\u306e\u6280\u8853\u3068\u3057\u3066\u6570\u3048\u3089\u308c\u307e\u3059\u3002**\u7d4c\u9a13\u5e74\u6570\u306e\u6570\u3048\u65b9\u3092\u6c7a\u3081\u3066\u304a\u304b\u306a\u3044\u3068\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u304c\u305d\u306e\u307e\u307e\u6a5f\u68b0\u306b\u79fb\u308a\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u8aad\u307f\u53d6\u308a\u306f\u3001Lambda \u304b\u3089 StartDocumentAnalysis \u3092\u547c\u3093\u3067\u59cb\u3081\u307e\u3059\u3002** \u6587\u66f8\u306fS3\u306e\u5834\u6240\u3067\u6307\u5b9a\u3057\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u5148\u306bSNS\u306e\u30c8\u30d4\u30c3\u30af\u3092\u6e21\u3057\u307e\u3059\u3002**`ClientRequestToken` \u306b\u53d7\u4ed8\u306e\u30d5\u30a1\u30a4\u30eb\u3054\u3068\u306e\u5024\u3092\u5165\u308c\u3001\u540c\u3058CV\u306e\u51e6\u7406\u304c\u4e8c\u91cd\u306b\u59cb\u307e\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** `JobTag` \u306b\u306f\u6c42\u4eba\u306e\u756a\u53f7\u3092\u5165\u308c\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u6c42\u4eba\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002`JobId` \u306f7\u65e5\u9593\u3057\u304b\u6709\u52b9\u3067\u306a\u3044\u306e\u3067\u3001\u5b8c\u4e86\u3092\u53d7\u3051\u305f\u3089\u3059\u3050\u306b `GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u898b\u51fa\u3057 | `LAYOUT_SECTION_HEADER` | \u300cExperience\u300d\u300cEducation\u300d\u300cSkills\u300d\u306a\u3069\u306e\u307e\u3068\u307e\u308a\u306e\u5883 |\n| \u6bb5\u843d\u3068\u7b87\u6761\u66f8\u304d | `LAYOUT_TEXT`\u30fb`LAYOUT_LIST` | \u8077\u6b74\u306e\u8aac\u660e\u3001\u6280\u8853\u306e\u4e00\u89a7 |\n| \u56f3 | `LAYOUT_FIGURE` | **\u9854\u5199\u771f\u306e\u9818\u57df\u3092\u5916\u3059\u305f\u3081** |\n| \u554f\u3044\u5408\u308f\u305b\u3078\u306e\u7b54\u3048 | `QUERY`\u30fb`QUERY_RESULT` | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u73fe\u4f4f\u6240\u306e\u56fd |\n| \u4fe1\u983c\u5ea6 | \u5404\u30d6\u30ed\u30c3\u30af\u306e `Confidence` | \u8aad\u307f\u76f4\u3057\u306e\u8981\u5426 |\n\n**\u554f\u3044\u5408\u308f\u305b\uff08Queries\uff09\u306f\u3001\u5834\u6240\u306e\u6c7a\u307e\u3089\u306a\u3044\u5024\u3060\u3051\u306b\u4f7f\u3044\u307e\u3059\u3002** \u300cWhat is the email address?\u300d\u300cWhat country does the candidate currently live in?\u300d\u306e\u3088\u3046\u306b\u82f1\u8a9e\u306e\u8cea\u554f\u3092\u6e21\u3057\u3001`Alias` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u7b54\u3048\u306b\u306f\u4fe1\u983c\u5ea6\u304c\u4ed8\u304d\u3001\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u3067\u8fd4\u308a\u307e\u3059\u3002** \u30d3\u30b6\u306e\u72b6\u6cc1\u3092\u554f\u3044\u5408\u308f\u305b\u3067\u62fe\u3046\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\u66f8\u304b\u308c\u65b9\u304c\u591a\u69d8\u3067\u3001\u6587\u8108\u3054\u3068\u8aad\u307e\u306a\u3044\u3068\u610f\u5473\u304c\u6c7a\u307e\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n**\u540c\u3058\u4eba\u306e\u904e\u53bb\u306e\u5fdc\u52df\u306f\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5f15\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\u3002** \u6c0f\u540d\u3067\u5f15\u304f\u3068\u3001\u8868\u8a18\u306e\u9055\u3044\u3067\u5225\u4eba\u3068\u3057\u3066\u767b\u9332\u3055\u308c\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u6271\u3048\u308b\u306e\u306fJPEG\u3001PNG\u3001PDF\u3001TIFF\u3067\u3059\u3002**XFA\u5f62\u5f0f\u306ePDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002** Word\u5f62\u5f0f\u3067\u5c4a\u3044\u305f\u3082\u306e\u306fPDF\u306b\u5909\u63db\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u5fdc\u52df\u8005\u306b\u4fdd\u8b77\u306e\u306a\u3044\u3082\u306e\u3092\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\n3. **\u30da\u30fc\u30b8\u6570\u3068\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u306fPDF\u3067500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3002CV\u306a\u3089\u53ce\u307e\u308a\u307e\u3059\n4. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u8aad\u307f\u53d6\u308c\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306f15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\u3067\u3001150dpi\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308a\u307e\u3059\u3002**\u30c7\u30b6\u30a4\u30f3\u306b\u51dd\u3063\u305fCV\u306e\u7d30\u3044\u5c0f\u3055\u306a\u6587\u5b57\u304c\u3001\u3053\u306e\u4e0b\u9650\u306b\u8fd1\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059**\n5. **\u5199\u771f\u306e\u9818\u57df\u3092\u5916\u3059** \u2026 `LAYOUT_FIGURE` \u306e\u9818\u57df\u306b\u3042\u308b\u6587\u5b57\u4ee5\u5916\u306e\u3082\u306e\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002**\u9854\u5199\u771f\u306f\u751f\u6210AI\u306b\u3082\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3082\u6e21\u3057\u307e\u305b\u3093**\n6. **\u9078\u8003\u306b\u4f7f\u308f\u306a\u3044\u9805\u76ee\u3092\u5916\u3059** \u2026 \u751f\u5e74\u6708\u65e5\u3001\u5e74\u9f62\u3001\u5a5a\u59fb\u306e\u72b6\u6cc1\u3001\u5bb6\u65cf\u3001\u5b97\u6559\u306a\u3069\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001**\u898b\u51fa\u3057\u3068\u8a9e\u3067\u691c\u51fa\u3057\u3066\u672c\u6587\u304b\u3089\u5916\u3057\u307e\u3059**\n7. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u8a9e\u4ee5\u5916\u306eCV\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\u3002\u82f1\u8a9e\u4ee5\u5916\u306a\u3089\u5225\u306e\u7d4c\u8def\u3078\u56de\u3057\u307e\u3059\n\n**6\u756a\u76ee\u3092\u751f\u6210AI\u306e\u524d\u306b\u7f6e\u304f\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** \u6d77\u5916\u306eCV\u306b\u306f\u3001\u751f\u5e74\u6708\u65e5\u3084\u5a5a\u59fb\u306e\u72b6\u6cc1\u3001\u5199\u771f\u3092\u8f09\u305b\u308b\u6163\u7fd2\u306e\u56fd\u304c\u3042\u308a\u307e\u3059\u3002\u539a\u751f\u52b4\u50cd\u7701\u306f\u3001\u672c\u7c4d\u5730\u3084\u5bb6\u65cf\u306e\u8077\u696d\u306a\u3069\u300c\u672c\u4eba\u306b\u8cac\u4efb\u306e\u306a\u3044\u4e8b\u9805\u300d\u3084\u3001\u5b97\u6559\u3084\u652f\u6301\u653f\u515a\u306a\u3069\u300c\u672c\u6765\u81ea\u7531\u3067\u3042\u308b\u3079\u304d\u4e8b\u9805\u300d\u3092\u63a1\u7528\u57fa\u6e96\u306b\u3057\u306a\u3044\u3053\u3068\u304c\u5fc5\u8981\u3060\u3068\u3057\u3066\u3044\u307e\u3059\u3002**AI\u306b\u6e21\u3057\u305f\u6642\u70b9\u3067\u3001\u305d\u308c\u304c\u5224\u65ad\u306b\u6df7\u3056\u3089\u306a\u3044\u4fdd\u8a3c\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6e21\u3055\u306a\u3044\u306e\u304c\u3044\u3061\u3070\u3093\u78ba\u5b9f\u3067\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001CV\u306e\u6587\u304b\u3089\u9805\u76ee\u3092\u57cb\u3081\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u66f8\u304d\u51fa\u3059\u5185\u5bb9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5b66\u6b74 | \u5b66\u4f4d\u3001\u5c02\u653b\u3001\u5b66\u6821\u540d\u3001\u56fd\u3001\u5352\u696d\u5e74\uff08\u5728\u5b66\u4e2d\u304b\uff09 | \u5352\u696d\u5e74\u304c\u7121\u3051\u308c\u3070\u300c\u4e0d\u660e\u300d |\n| \u8077\u6b74 | \u4f1a\u793e\u540d\u3001\u5f79\u8077\u3001\u958b\u59cb\u3068\u7d42\u4e86\u306e\u5e74\u6708\u3001\u4e3b\u306a\u696d\u52d9\u3001**\u305d\u306e\u8077\u3067\u4f7f\u3063\u305f\u6280\u8853** | \u5e74\u3060\u3051\u306a\u3089\u5e74\u3060\u3051\u3092\u5199\u3059 |\n| \u6280\u8853\u306e\u4e00\u89a7 | Skills \u306e\u6b04\u306b\u66f8\u304b\u308c\u305f\u6280\u8853\uff08\u8077\u6b74\u3068\u5225\u306b\uff09 | \u305d\u306e\u307e\u307e\u5199\u3059 |\n| \u8a00\u8a9e | \u8a00\u8a9e\u3054\u3068\u306b\u66f8\u304b\u308c\u305f\u6c34\u6e96\uff08JLPT\u30fbCEFR\u30fb\u300cNative\u300d\u306a\u3069\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d |\n| \u30d3\u30b6\u306e\u72b6\u6cc1 | \u66f8\u304b\u308c\u305f\u6587\u306e\u307e\u307e\uff08\u4f8b\uff1a\u300cRequires visa sponsorship\u300d\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d |\n| \u52e4\u52d9\u5730\u306e\u5e0c\u671b | \u79fb\u4f4f\u306e\u53ef\u5426\u3001\u30ea\u30e2\u30fc\u30c8\u306e\u5e0c\u671b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d |\n\n**\u8077\u6b74\u3054\u3068\u306b\u300c\u305d\u306e\u8077\u3067\u4f7f\u3063\u305f\u6280\u8853\u300d\u3092\u5206\u3051\u3066\u5199\u3055\u305b\u308b\u306e\u306f\u3001\u7d4c\u9a13\u5e74\u6570\u3092\u6570\u3048\u308b\u305f\u3081\u3067\u3059\u3002** Skills \u306e\u6b04\u306b\u4e26\u3076\u6280\u8853\u306b\u306f\u671f\u9593\u304c\u4ed8\u3044\u3066\u3044\u307e\u305b\u3093\u3002**\u671f\u9593\u304c\u4ed8\u304f\u306e\u306f\u8077\u6b74\u306e\u5074\u3060\u3051**\u306a\u306e\u3067\u3001\u3069\u306e\u8077\u3067\u4f55\u3092\u4f7f\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u5e74\u6570\u3092\u6570\u3048\u3089\u308c\u307e\u305b\u3093\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5408\u5426\u30fb\u9806\u4f4d\u30fb\u70b9\u6570 | \u5224\u65ad\u3059\u308b\u306e\u306f\u63a1\u7528\u62c5\u5f53\u3068\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2 |\n| \u7d4c\u9a13\u5e74\u6570\u306e\u8a08\u7b97 | \u898f\u5247\u3067\u6570\u3048\u308b\u3002AI\u306b\u8db3\u3057\u7b97\u3092\u3055\u305b\u306a\u3044 |\n| \u65e5\u672c\u8a9e\u306e\u80fd\u529b\u306e\u63a8\u6e2c | \u56fd\u7c4d\u3084\u5b66\u6b74\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d |\n| \u30d3\u30b6\u306e\u53d6\u5f97\u306e\u898b\u8fbc\u307f | \u5728\u7559\u8cc7\u683c\u306e\u5224\u65ad\u306f\u51fa\u5165\u56fd\u5728\u7559\u7ba1\u7406\u5e81\u306e\u5be9\u67fb\u306b\u3088\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6280\u8853\u306e\u88dc\u5b8c | \u300cKubernetes \u3092\u4f7f\u3063\u305f\u306a\u3089 Docker \u3082\u300d\u3068\u8db3\u3055\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u65e5\u672c\u306e\u5927\u5b66\u3092\u51fa\u305f\u5fdc\u52df\u8005\u306b\u300c\u65e5\u672c\u8a9e\uff1a\u30d3\u30b8\u30cd\u30b9\u6c34\u6e96\u300d\u3068\u57cb\u3081\u305f\u308a\u3001\u51fa\u8eab\u56fd\u304b\u3089\u8a00\u8a9e\u3092\u8db3\u3057\u305f\u308a\u3057\u307e\u3059\u3002**\u305d\u308c\u306f\u63a8\u6e2c\u3067\u3042\u3063\u3066\u3001CV\u306b\u66f8\u304b\u308c\u305f\u4e8b\u5b9f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u63a1\u7528\u306e\u62c5\u5f53\u8005\u3068\u3057\u3066\u3001\u82f1\u6587\u306eCV\u304b\u3089\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9805\u76ee\u3092\u5199\u3059\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f\u3001OCR\u304c\u8aad\u3080\u9806\u306b\u4e26\u3079\u305fCV\u306e\u672c\u6587\u3067\u3059\u3002\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5199\u3059\u9805\u76ee\u3011\n- education: degree, field, school, country, graduation\uff08\u5e74\u6708\u3002\u5728\u5b66\u4e2d\u306a\u3089 in_progress\uff09\n- experience: company, title, start, end\uff08\"Present\" \u306f\u305d\u306e\u307e\u307e\uff09, summary, technologies\n- skills_listed: Skills \u6b04\u306b\u4e26\u3093\u3067\u3044\u308b\u6280\u8853\uff08\u8077\u6b74\u3068\u5225\u306b\uff09\n- languages: \u8a00\u8a9e\u3054\u3068\u306b\u3001\u66f8\u304b\u308c\u305f\u6c34\u6e96\u306e\u6587\u5b57\u5217\n- work_authorization: \u30d3\u30b6\u30fb\u5c31\u52b4\u8cc7\u683c\u306b\u3064\u3044\u3066\u66f8\u304b\u308c\u305f\u6587\u306e\u307e\u307e\n- relocation: \u79fb\u4f4f\u3084\u52e4\u52d9\u5730\u306b\u3064\u3044\u3066\u66f8\u304b\u308c\u305f\u6587\u306e\u307e\u307e\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u672c\u8a9e\u306e\u80fd\u529b\u3092\u3001\u56fd\u7c4d\u30fb\u5b66\u6b74\u30fb\u5c45\u4f4f\u5730\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u6708\u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6708\u304c\u7121\u3051\u308c\u3070\u5e74\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d4c\u9a13\u5e74\u6570\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u671f\u9593\u306e\u8db3\u3057\u7b97\u306f\u3053\u3061\u3089\u3067\u884c\u3044\u307e\u3059\u3002\n- technologies \u306b\u306f\u3001\u305d\u306e\u8077\u306e\u8aac\u660e\u306b\u66f8\u304b\u308c\u305f\u6280\u8853\u3060\u3051\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  Skills \u6b04\u306e\u6280\u8853\u3092\u3001\u8077\u6b74\u306b\u5272\u308a\u5f53\u3066\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6280\u8853\u306e\u547c\u3073\u540d\u306f\u66f8\u304b\u308c\u305f\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a00\u3044\u63db\u3048\u306f\u3053\u3061\u3089\u3067\u884c\u3044\u307e\u3059\u3002\n- \u30d3\u30b6\u306e\u53d6\u5f97\u306e\u898b\u8fbc\u307f\u3001\u5728\u7559\u8cc7\u683c\u306b\u5f53\u305f\u308b\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5408\u5426\u3001\u9069\u5408\u5ea6\u3001\u9806\u4f4d\u3001\u70b9\u6570\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u9f62\u3001\u751f\u5e74\u6708\u65e5\u3001\u5a5a\u59fb\u306e\u72b6\u6cc1\u3001\u5bb6\u65cf\u3001\u5b97\u6559\u3001\u5199\u771f\u306b\u3064\u3044\u3066\u3001\n  \u672c\u6587\u306b\u6b8b\u3063\u3066\u3044\u3066\u3082\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- CV\u3067\u306a\u3044\u66f8\u985e\uff08\u63a8\u85a6\u72b6\u3001\u6210\u7e3e\u8a3c\u660e\u66f8\u306a\u3069\uff09\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u5199\u3055\u305a\u306b\n  document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010CV\u306e\u672c\u6587\u3011{cv_text}\n```\n\n**\u300cSkills \u6b04\u306e\u6280\u8853\u3092\u8077\u6b74\u306b\u5272\u308a\u5f53\u3066\u306a\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u5168\u90e8\u306e\u8077\u306b\u5168\u90e8\u306e\u6280\u8853\u3092\u5165\u308c\u307e\u3059\u3002** \u4e00\u89a7\u306b\u3042\u308b\u6280\u8853\u3092\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u8077\u306b\u632f\u308a\u5206\u3051\u308b\u304b\u3089\u3067\u3059\u3002**\u305d\u306e\u7d50\u679c\u3001\u7d4c\u9a13\u5e74\u6570\u304c\u5b9f\u969b\u3088\u308a\u9577\u304f\u6570\u3048\u3089\u308c\u307e\u3059\u3002**\n\n**\u300c\u5e74\u9f62\u30fb\u5a5a\u59fb\u306e\u72b6\u6cc1\u3092\u5199\u3055\u306a\u3044\u300d\u306f\u524d\u51e6\u7406\u3068\u4e8c\u91cd\u306b\u3057\u3066\u3044\u307e\u3059\u3002** \u524d\u51e6\u7406\u306e\u691c\u51fa\u306f\u8a9e\u306b\u983c\u308b\u306e\u3067\u3001\u8868\u8a18\u306e\u63fa\u308c\u3067\u6f0f\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u6f0f\u308c\u305f1\u4ef6\u304c\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u6b8b\u3089\u306a\u3044\u3088\u3046\u306b\u3001\u6307\u793a\u306e\u5074\u3067\u3082\u6b62\u3081\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306bJSON\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\uff09\u3092\u4f7f\u3046\u3068\u3001**\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u8fd4\u308a\u3001\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u307e\u305b\u3093\u3002**\n\n```json\n{\n  \"cv_id\": \"\",\n  \"requisition_id\": \"\",\n  \"document_type\": \"cv\",\n  \"education\": [ { \"degree\": \"\", \"field\": \"\", \"school\": \"\", \"country\": \"\",\n                   \"graduation\": \"\", \"evidence\": \"\" } ],\n  \"experience\": [ { \"company\": \"\", \"title\": \"\", \"start\": \"\", \"end\": \"\",\n                    \"technologies\": [], \"evidence\": \"\" } ],\n  \"skills_listed\": [],\n  \"languages\": [ { \"language\": \"\", \"level_text\": \"\", \"evidence\": \"\" } ],\n  \"work_authorization\": { \"text\": \"\", \"evidence\": \"\" },\n  \"relocation\": { \"text\": \"\", \"evidence\": \"\" }\n}\n```\n\n**\u3053\u306e\u5f8c\u306b\u3001Python \u304c\u8981\u4ef6\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n| \u8981\u4ef6\u306e\u7a2e\u985e | \u7167\u3089\u3057\u65b9 | \u7d50\u679c |\n|:--|:--|:--|\n| \u5fc5\u9808\u306e\u6280\u8853\u3068\u5e74\u6570 | \u547c\u3073\u540d\u3092\u305d\u308d\u3048\u3001\u8077\u6b74\u306e\u671f\u9593\u3092\u898f\u5247\u3067\u6570\u3048\u308b | `stated`\uff08\u5e74\u6570\u4ed8\u304d\uff09\uff0f`not_stated` |\n| \u6b53\u8fce\u306e\u6280\u8853 | \u8077\u6b74\u3068 Skills \u6b04\u306e\u4e21\u65b9\u3092\u898b\u308b | `stated`\uff0f`not_stated` |\n| \u8a00\u8a9e | \u66f8\u304b\u308c\u305f\u6c34\u6e96\u3092\u3001\u8981\u4ef6\u306e\u6c34\u6e96\u306e\u8868\u3068\u7167\u3089\u3059 | `stated`\uff0f`not_stated`\uff0f`unclear` |\n| \u30d3\u30b6\u306e\u6271\u3044 | \u8a18\u8f09\u306e\u6709\u7121\u3060\u3051\u3092\u898b\u308b | `stated`\uff0f`not_stated` |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7d4c\u9a13\u5e74\u6570\u3092\u898f\u5247\u3067\u6570\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u671f\u9593\u304c\u91cd\u306a\u308b2\u3064\u306e\u8077\u3067\u540c\u3058\u6280\u8853\u3092\u4f7f\u3063\u3066\u3044\u308c\u3070\u3001**\u91cd\u306a\u308a\u306f1\u56de\u3060\u3051\u6570\u3048\u308b**\u306e\u3088\u3046\u306b\u6c7a\u3081\u3066\u304a\u3051\u3070\u3001\u8ab0\u304c\u62c5\u5f53\u3057\u3066\u3082\u540c\u3058\u5e74\u6570\u306b\u306a\u308a\u307e\u3059\u3002\u898f\u5247\u306e\u4f8b\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u5834\u9762 | \u898f\u5247\u306e\u4f8b |\n|:--|:--|\n| 2\u3064\u306e\u8077\u306e\u671f\u9593\u304c\u91cd\u306a\u308b | \u540c\u3058\u6280\u8853\u306a\u3089\u91cd\u306a\u3063\u305f\u6708\u306f1\u56de\u3060\u3051\u6570\u3048\u308b |\n| \u7d42\u4e86\u304c\u300cPresent\u300d | \u51e6\u7406\u3057\u305f\u65e5\u306e\u6708\u3092\u7d42\u4e86\u3068\u307f\u306a\u3059 |\n| \u5e74\u3060\u3051\u3067\u6708\u304c\u7121\u3044 | \u958b\u59cb\u306f7\u6708\u3001\u7d42\u4e86\u306f6\u6708\u3068\u307f\u306a\u3057\u3001\u6839\u62e0\u306b\u300c\u5e74\u306e\u307f\u300d\u3068\u6b8b\u3059 |\n| \u5728\u5b66\u4e2d\u306e\u30a4\u30f3\u30bf\u30fc\u30f3 | \u5225\u306b\u6570\u3048\u3001\u8077\u6b74\u306e\u5e74\u6570\u306b\u306f\u8db3\u3055\u306a\u3044 |\n| Skills \u6b04\u306b\u3060\u3051\u3042\u308b\u6280\u8853 | \u5e74\u6570\u306f\u4ed8\u3051\u305a\u3001`stated`\uff08\u5e74\u6570\u306a\u3057\uff09\u3068\u3059\u308b |\n\n**\u3069\u306e\u898f\u5247\u306b\u3059\u308b\u304b\u306f\u81ea\u793e\u3067\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u5927\u4e8b\u306a\u306e\u306f\u3001\u898f\u5247\u304c1\u3064\u306b\u6c7a\u307e\u3063\u3066\u3044\u3066\u3001\u8a08\u7b97\u306e\u6839\u62e0\u3068\u4e00\u7dd2\u306b\u6b8b\u308b\u3053\u3068\u3067\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u78ba\u8a8d\u4e8b\u9805\u3092\u6a5f\u68b0\u7684\u306b\u4f5c\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `not_stated` \u306e\u5fc5\u9808\u8981\u4ef6\u306f\u3059\u3079\u3066\u300c\u9762\u8ac7\u3067\u78ba\u304b\u3081\u308b\u300d\u306b\u56de\u308a\u3001**\u30d3\u30b6\u304c `not_stated` \u306a\u3089\u3001\u5728\u7559\u8cc7\u683c\u306e\u78ba\u8a8d\u306b\u8981\u308b\u66f8\u985e\u3092\u65e9\u3081\u306b\u983c\u3080**\u9805\u76ee\u304c\u7acb\u3061\u307e\u3059\u3002\u51fa\u5165\u56fd\u5728\u7559\u7ba1\u7406\u5e81\u306e\u300c\u6280\u8853\u30fb\u4eba\u6587\u77e5\u8b58\u30fb\u56fd\u969b\u696d\u52d9\u300d\u306e\u6848\u5185\u3067\u306f\u3001\u5927\u5b66\u7b49\u306e\u5352\u696d\u8a3c\u660e\u66f8\u3084\u3001\u95a2\u9023\u3059\u308b\u696d\u52d9\u306b\u5f93\u4e8b\u3057\u305f\u671f\u9593\u3092\u8a3c\u660e\u3059\u308b\u5728\u8077\u8a3c\u660e\u66f8\u7b49\u304c\u6319\u304c\u3063\u3066\u3044\u307e\u3059\u3002**CV\u306e\u5b66\u6b74\u3068\u8077\u6b74\u306f\u3001\u305d\u306e\u66f8\u985e\u3092\u983c\u3080\u524d\u306e\u4e0b\u898b\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`evidence` \u3067\u78ba\u8a8d\u304c\u901f\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002** \u7d4c\u9a13\u5e74\u6570\u306e\u6839\u62e0\u306b\u306a\u3063\u305f\u8077\u6b74\u306e\u884c\u304c\u4e26\u3073\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | CV\u306e\u53d7\u3051\u53d6\u308a |\n| AWS Textract | StartDocumentAnalysis\uff0fGetDocumentAnalysis | \u30ec\u30a4\u30a2\u30a6\u30c8\u3068\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u7b54\u3048 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u66f8\u304d\u51fa\u3057 |\n| \u52df\u96c6\u8981\u4ef6\u306e\u8868\u30fb\u547c\u3073\u540d\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | \u7167\u3089\u3057\u5408\u308f\u305b\u306e\u57fa\u6e96 |\n| \u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 | \u8aad\u307f\u53d6\u308a\u3068\u3001\u627f\u8a8d\u5f8c\u306e\u767b\u9332 | \u904e\u53bb\u306e\u5fdc\u52df\u306e\u78ba\u8a8d\u3068\u3001\u627f\u8a8d\u3055\u308c\u305f\u3082\u306e\u306e\u767b\u9332 |\n| \u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7 | \u8868\u3078\u306e\u66f8\u304d\u51fa\u3057 | \u63a1\u7528\u62c5\u5f53\u304c\u78ba\u8a8d\u3059\u308b\u4e00\u89a7 |\n\n**\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u63a1\u7528\u62c5\u5f53\u306e\u627f\u8a8d\u306e\u5f8c\u3060\u3051\u3067\u3059\u3002** \u5fdc\u52df\u8005\u3078\u306e\u30e1\u30fc\u30eb\u306e\u9001\u4fe1\u3082\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u306f\u884c\u3044\u307e\u305b\u3093\u3002**\u6700\u521d\u306e\u9023\u7d61\u306f\u4eba\u304c\u66f8\u304d\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f\u5168\u4ef6\u3067\u3059\u3002\u305f\u3060\u3057\u898b\u308b\u5834\u6240\u3092\u7d5e\u308a\u307e\u3059\u3002** \u8ee2\u8a18\u306e\u7d50\u679c\u306f\u3001`unclear` \u3068\u4fe1\u983c\u5ea6\u306e\u4f4e\u3044\u9805\u76ee\u3060\u3051\u3092CV\u306e\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3001\u305d\u308c\u4ee5\u5916\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **\u6c42\u4eba\u306e\u756a\u53f7\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7167\u3089\u3057\u305f\u52df\u96c6\u8981\u4ef6\u304c\u6b63\u3057\u3044\u304b\n2. **\u8077\u6b74\u306e\u671f\u9593\u3068\u6280\u8853\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7d4c\u9a13\u5e74\u6570\u306e\u6839\u62e0\u306e\u884c\u3092 `evidence` \u3067\u898b\u307e\u3059\u3002**2\u6bb5\u7d44\u307f\u306eCV\u306f\u3001\u8aad\u3080\u9806\u304c\u5d29\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u3053\u3053\u3067\u898b\u307e\u3059**\n3. **\u78ba\u8a8d\u4e8b\u9805\u3092\u76f4\u3059** \u2026 \u9762\u8ac7\u3067\u805e\u304f\u3082\u306e\u3001\u66f8\u985e\u3092\u983c\u3080\u3082\u306e\u3001\u805e\u304b\u306a\u304f\u3066\u3088\u3044\u3082\u306e\u306b\u5206\u3051\u307e\u3059\n4. **\u767b\u9332\u3092\u627f\u8a8d\u3059\u308b** \u2026 \u627f\u8a8d\u3057\u305f\u3082\u306e\u3060\u3051\u304c\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u8f09\u308a\u307e\u3059\n5. **\u76f4\u3057\u305f\u5185\u5bb9\u3092\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u9805\u76ee\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7d4c\u9a13\u5e74\u6570\u306f\u3001\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u66f8\u985e\u9078\u8003\u3067\u6700\u521d\u306b\u898b\u308b\u5024\u3067\u3059\u3002**\u3053\u3053\u304c\u8aa4\u3063\u3066\u3044\u308b\u3068\u3001\u66f8\u985e\u9078\u8003\u305d\u306e\u3082\u306e\u304c\u305a\u308c\u307e\u3059\u3002**\n\n**3\u756a\u76ee\u306e\u4ed5\u5206\u3051\u306f\u3001\u63a1\u7528\u62c5\u5f53\u306b\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002** \u305f\u3068\u3048\u3070\u5fc5\u9808\u306e\u300cKubernetes \u306e\u904b\u7528\u7d4c\u9a13\u300d\u304c `not_stated` \u3067\u3082\u3001\u8077\u6b74\u306e\u8aac\u660e\u306b\u300ccontainer orchestration\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u9762\u8ac7\u3067\u805e\u3051\u3070\u6e08\u3080\u9805\u76ee\u3067\u3059\u3002**\u547c\u3073\u540d\u306e\u4e00\u89a7\u306b\u8db3\u3059\u3079\u304d\u8a00\u3044\u65b9\u304c\u898b\u3064\u304b\u3063\u305f\u3089\u3001\u305d\u306e\u5834\u3067\u4e00\u89a7\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001360\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef65\u5206\u3067\u3059\u3002** 1\u30da\u30fc\u30b8\u306e\u6574\u3063\u305fCV\u306f2\u301c3\u5206\u3001\u8077\u6b74\u306e\u591a\u3044\u8907\u6570\u30da\u30fc\u30b8\u306e\u3082\u306e\u306f10\u5206\u524d\u5f8c\u304b\u304b\u308b\u60f3\u5b9a\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u5fdc\u52df\u8005\u306b\u9001\u308a\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| XFA\u5f62\u5f0f\u306ePDF\u30fbWord\u5f62\u5f0f | PDF\u306b\u5909\u63db\u3057\u3066\u5165\u308c\u76f4\u3059 |\n| \u82f1\u8a9e\u4ee5\u5916\u306eCV | \u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u307f\u3002**\u5225\u306e\u7d4c\u8def\u3078\u56de\u3059** |\n| \u6587\u5b57\u304c\u5c0f\u3055\u3059\u304e\u308b | 15\u30d4\u30af\u30bb\u30eb\u304c\u4e0b\u9650\u3002\u4e0b\u56de\u308b\u3082\u306e\u306f `unclear` \u3067\u4eba\u3078 |\n| \u8077\u6b74\u306e\u5e74\u6708\u304c\u5e74\u3060\u3051 | \u5e74\u3060\u3051\u3067\u5199\u3057\u3001\u7d4c\u9a13\u5e74\u6570\u306f\u51fa\u529b\u5f62\u5f0f\u306e\u898f\u5247\u3067\u6570\u3048\u3001**\u6839\u62e0\u306b\u300c\u5e74\u306e\u307f\u300d\u3068\u6b8b\u3059** |\n| \u300cPresent\u300d\u304c\u8907\u6570\u306e\u8077\u306b\u3042\u308b | \u517c\u696d\u3068\u3057\u3066\u4e21\u65b9\u3092\u6570\u3048\u308b\u3002\u91cd\u306a\u308a\u306f1\u56de\u3060\u3051 |\n| \u6c42\u4eba\u306e\u756a\u53f7\u304c\u7121\u3044 | \u78ba\u8a8d\u4e8b\u9805\u306b\u51fa\u3057\u3001\u62c5\u5f53\u8005\u304c\u756a\u53f7\u3092\u4ed8\u3051\u308b |\n| \u540c\u3058\u4eba\u306e\u518d\u5fdc\u52df | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u7167\u5408\u3057\u3001\u904e\u53bb\u306e\u5fdc\u52df\u3068\u3064\u306a\u3050 |\n| CV\u3067\u306a\u3044\u66f8\u985e\u304c\u5165\u3063\u305f | `document_type` \u3092\u898b\u3066\u3001\u5199\u3055\u305a\u306b\u62c5\u5f53\u8005\u3078\u623b\u3059 |\n| OCR\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**5\u884c\u76ee\u306e\u300c\u5e74\u3060\u3051\u300d\u306f\u3088\u304f\u8d77\u304d\u307e\u3059\u3002** \u300c2019 - 2022\u300d\u3068\u66f8\u304b\u308c\u305f\u8077\u306f\u30012\u5e74\u306a\u306e\u304b4\u5e74\u8fd1\u3044\u306e\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u6570\u3048\u65b9\u306e\u898f\u5247\u3092\u6c7a\u3081\u3001\u6839\u62e0\u306b\u6b8b\u3057\u3066\u304a\u3051\u3070\u3001\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u5e74\u6570\u3092\u8aad\u307f\u66ff\u3048\u3089\u308c\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306eCV\u306ePDF\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\u30fb\u6c42\u4eba\u306e\u756a\u53f7\n- OCR\u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08\u305f\u3060\u3057**\u5199\u771f\u306e\u9818\u57df\u306e\u753b\u50cf\u306f\u6b8b\u3055\u306a\u3044**\uff09\n- AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f**\u52df\u96c6\u8981\u4ef6\u3068\u547c\u3073\u540d\u306e\u4e00\u89a7\u306e\u7248**\n- \u7d4c\u9a13\u5e74\u6570\u306e\u8a08\u7b97\u306e\u6839\u62e0\uff08\u3069\u306e\u8077\u306e\u3069\u306e\u671f\u9593\u3092\u6570\u3048\u305f\u304b\uff09\n- \u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\u3068\u3001**\u63a1\u7528\u62c5\u5f53\u304c\u76f4\u3057\u305f\u8a18\u9332**\n- \u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u767b\u9332\u3057\u305f\u65e5\u6642\u3068\u627f\u8a8d\u8005\n- **\u4fdd\u5b58\u306e\u671f\u9650** \u2026 \u4e0d\u63a1\u7528\u3068\u306a\u3063\u305f\u5fdc\u52df\u8005\u306e\u60c5\u5831\u3092\u3044\u3064\u6d88\u3059\u304b\u3092\u3001\u81ea\u793e\u306e\u898f\u7a0b\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\n\n**\u300c\u52df\u96c6\u8981\u4ef6\u306e\u7248\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u8981\u4ef6\u304c\u6c42\u4eba\u306e\u9014\u4e2d\u3067\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u5fc5\u9808\u306e\u5e74\u6570\u30925\u5e74\u304b\u30893\u5e74\u306b\u4e0b\u3052\u305f\u5f8c\u3067\u3001\u904e\u53bb\u306e\u5fdc\u52df\u8005\u3092\u62fe\u3044\u76f4\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u3069\u306e\u7248\u3067\u7167\u3089\u3057\u305f\u304b\u304c\u6b8b\u3063\u3066\u3044\u308c\u3070\u3001\u7167\u3089\u3057\u76f4\u3059\u7bc4\u56f2\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u5c4a\u3044\u305fCV\u304b\u308920\u4ef6\u3092\u9078\u3076\uff08**2\u6bb5\u7d44\u307f\u306e\u3082\u306e\u3001\u8907\u6570\u30da\u30fc\u30b8\u306e\u3082\u306e\u3001\u30d3\u30b6\u306e\u8a18\u8f09\u304c\u7121\u3044\u3082\u306e\u3092\u5fc5\u305a\u5165\u308c\u308b**\uff09\n2. 20\u4ef6\u306b\u3064\u3044\u3066\u3001\u62c5\u5f53\u8005\u304c\u5165\u529b\u3057\u305f\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5024\u3092\u66f8\u304d\u51fa\u3057\u3066\u304a\u304f\n3. PDF\u30921\u4ef6\u305a\u3064\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306eCV\u304b\u3089\u3001\u5b66\u6b74\u3001\u8077\u6b74\uff08\u4f1a\u793e\u30fb\u5f79\u8077\u30fb\u671f\u9593\u30fb\u305d\u306e\u8077\u3067\u4f7f\u3063\u305f\u6280\u8853\uff09\u3001\u8a00\u8a9e\u306e\u6c34\u6e96\u3001\u30d3\u30b6\u306b\u3064\u3044\u3066\u306e\u8a18\u8f09\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f\u300e\u8a18\u8f09\u306a\u3057\u300f\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5e74\u9f62\u3084\u5a5a\u59fb\u306e\u72b6\u6cc1\u306f\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5024\u3092\u3001\u62c5\u5f53\u8005\u304c\u5165\u529b\u3057\u305f\u5024\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**20\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u7d44\u3080\u524d\u306b\u3001**\u300c\u8077\u6b74\u3054\u3068\u306e\u6280\u8853\u3092\u53d6\u308a\u9055\u3048\u305a\u306b\u62fe\u3048\u308b\u304b\u300d**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u8077\u6b74\u3054\u3068\u306e\u6280\u8853\u3068\u671f\u9593\u304c\u62c5\u5f53\u8005\u306e\u5165\u529b\u3068\u5408\u3046 | **OCR\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u306e\u4ed5\u7d44\u307f\u306b\u9032\u3080** |\n| Skills \u6b04\u306e\u6280\u8853\u3092\u5168\u90e8\u306e\u8077\u306b\u5165\u308c\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| 2\u6bb5\u7d44\u307f\u306eCV\u3067\u8077\u6b74\u304c\u6df7\u3056\u3063\u305f | **\u753b\u9762\u3078\u306e\u8cbc\u308a\u4ed8\u3051\u306e\u9650\u754c\u3002** \u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u5206\u6790\u3092\u901a\u305b\u3070\u89e3\u3051\u308b\u898b\u8fbc\u307f |\n\n**3\u884c\u76ee\u306f\u3001\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3088\u304f\u8d77\u304d\u307e\u3059\u3002** \u8cbc\u308a\u4ed8\u3051\u305f\u3068\u304d\u306b\u6bb5\u306e\u9806\u304c\u5d29\u308c\u3066\u3044\u308b\u305f\u3081\u3067\u3001**\u672c\u756a\u3067\u306f\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u5206\u6790\u3067\u8aad\u3080\u9806\u3092\u53d6\u3063\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002**","minimal_setup_short":"PDF\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3092\u5199\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u8ee2\u8a18\u306e\u4e0b\u66f8\u304d","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3067\u8aad\u3080\u9806\u306b\u4e26\u3079\u3001\u7d4c\u9a13\u5e74\u6570\u3092\u898f\u5247\u3067\u6570\u3048\u3001\u52df\u96c6\u8981\u4ef6\u3068\u7167\u3089\u3057\u305f\u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\u3092\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3001\u8ee2\u8a18\u306e\u4e0b\u66f8\u304d\u3001\u78ba\u8a8d\u4e8b\u9805","full_setup":"\u4e0a\u8a18\uff0b\u5fdc\u52df\u306e\u7d4c\u8def\u304b\u3089\u81ea\u52d5\u3067\u53d7\u3051\u4ed8\u3051\u3001\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u767b\u9332\u3068\u9762\u8ac7\u306e\u62c5\u5f53\u3078\u306e\u5f15\u304d\u7d99\u304e\u307e\u3067\u3064\u306a\u3050 \uff0f \u53d7\u4ed8\u304b\u3089\u5f15\u304d\u7d99\u304e\u307e\u3067","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** 1\u4ef615\u5206\u304c5\u5206\u306b\u306a\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u306b\u306f\u3001\u5fdc\u52df\u306e\u7d4c\u8def\u3054\u3068\u306b\u53d7\u3051\u4ed8\u3051\u306e\u4ed5\u7d44\u307f\u3092\u3064\u306a\u3050\u5fc5\u8981\u304c\u3042\u308a\u3001\u7d4c\u8def\u306e\u6570\u3060\u3051\u624b\u9593\u304c\u5897\u3048\u307e\u3059\u3002** \u534a\u81ea\u52d5\u5316\u306e\u78ba\u8a8d\u4e8b\u9805\u30923\u304b\u6708\u898b\u3066\u3001**\u3069\u306e\u8981\u4ef6\u304c `not_stated` \u306b\u306a\u308a\u3084\u3059\u3044\u304b**\u3092\u6570\u3048\u3066\u304b\u3089\u306b\u3059\u308b\u307b\u3046\u304c\u3001\u52df\u96c6\u8981\u4ef6\u306e\u66f8\u304d\u65b9\u306e\u898b\u76f4\u3057\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| Skills \u6b04\u306e\u6280\u8853\u304c\u5168\u90e8\u306e\u8077\u306b\u5165\u308b | **\u8077\u6b74\u306e\u8aac\u660e\u306b\u66f8\u304b\u308c\u305f\u6280\u8853\u3060\u3051\u3092\u5199\u3055\u305b\u308b** |\n| \u7d4c\u9a13\u5e74\u6570\u3092\u751f\u6210AI\u304c\u8a08\u7b97\u3059\u308b | \u8a08\u7b97\u3092\u7981\u3058\u3001**\u898f\u5247\u3067\u6570\u3048\u308b** |\n| \u65e5\u672c\u8a9e\u306e\u80fd\u529b\u3092\u63a8\u6e2c\u3067\u57cb\u3081\u308b | \u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3055\u305b\u3001\u9762\u8ac7\u3067\u805e\u304f |\n| 2\u6bb5\u7d44\u307f\u3067\u8077\u6b74\u304c\u6df7\u3056\u308b | **\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u5206\u6790\u3067\u8aad\u3080\u9806\u3092\u53d6\u3063\u3066\u304b\u3089\u6e21\u3059** |\n| \u5199\u771f\u3084\u751f\u5e74\u6708\u65e5\u304cAI\u306b\u6e21\u308b | **\u524d\u51e6\u7406\u3067\u5916\u3057\u3001\u6307\u793a\u3067\u3082\u5199\u3055\u305b\u306a\u3044** |\n| \u6280\u8853\u306e\u547c\u3073\u540d\u304c\u63fa\u308c\u3066\u5225\u7269\u306b\u6570\u3048\u308b | \u547c\u3073\u540d\u306e\u4e00\u89a7\u3067\u305d\u308d\u3048\u308b |\n| \u300cPresent\u300d\u306e\u6271\u3044\u304c\u62c5\u5f53\u8005\u3067\u9055\u3046 | \u898f\u5247\u306b\u66f8\u304d\u3001\u51e6\u7406\u3057\u305f\u65e5\u3092\u7d42\u4e86\u3068\u307f\u306a\u3059 |\n| \u6c42\u4eba\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044 | \u53d7\u3051\u4ed8\u3051\u306e\u6642\u70b9\u3067\u4ed8\u3051\u308b\u6c7a\u307e\u308a\u306b\u3059\u308b |\n| \u5408\u5426\u306e\u76ee\u5b89\u3092AI\u306b\u51fa\u3055\u305b\u305f\u304f\u306a\u308b | **\u51fa\u3055\u305b\u306a\u3044\u3002** \u5224\u65ad\u3059\u308b\u306e\u306f\u4eba |\n| \u540c\u3058\u4eba\u304c\u5225\u4eba\u3068\u3057\u3066\u767b\u9332\u3055\u308c\u308b | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3067\u7167\u5408\u3059\u308b |\n| \u4e0d\u63a1\u7528\u306e\u5fdc\u52df\u8005\u306e\u60c5\u5831\u304c\u6b8b\u308a\u7d9a\u3051\u308b | \u4fdd\u5b58\u306e\u671f\u9650\u3092\u6c7a\u3081\u3066\u6d88\u3059 |\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\u300cAI\u304c\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u57cb\u3081\u308b\u300d\u3053\u3068\u304b\u3089\u51fa\u3066\u3044\u307e\u3059\u3002**\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3057\u3066\u6b8b\u305b\u308b\u304b\u3067\u3001\u78ba\u8a8d\u4e8b\u9805\u306e\u8cea\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n**5\u884c\u76ee\u306f\u3001\u6280\u8853\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u63a1\u7528\u306e\u516c\u6b63\u3055\u306e\u554f\u984c\u3067\u3059\u3002** \u4e00\u5ea6\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5165\u3063\u305f\u5024\u306f\u3001\u691c\u7d22\u3084\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002**\u5165\u308c\u306a\u3044\u3053\u3068\u3067\u3057\u304b\u9632\u3052\u307e\u305b\u3093\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5fdc\u52df\u8005\u306e\u6c0f\u540d\u30fb\u9023\u7d61\u5148\u30fb\u73fe\u4f4f\u6240\u306e\u56fd\u30fb\u5b66\u6b74\u30fb\u8077\u6b74\u30fb\u8a00\u8a9e\u30fb\u30d3\u30b6\u306e\u72b6\u6cc1\u3067\u3059\u3002**\u5fdc\u52df\u8005\u304cCV\u306b\u66f8\u3044\u3066\u304f\u308b\u5199\u771f\u3001\u751f\u5e74\u6708\u65e5\u3001\u5a5a\u59fb\u306e\u72b6\u6cc1\u3001\u5bb6\u65cf\u306e\u60c5\u5831\u304c\u6df7\u3056\u308a\u307e\u3059\u3002**\n\n1. **\u9078\u8003\u306b\u4f7f\u308f\u306a\u3044\u60c5\u5831\u3092\u3001\u5916\u90e8\u3078\u6e21\u3055\u305a\u3001\u6b8b\u3055\u306a\u3044** \u2026 \u524d\u51e6\u7406\u3067\u5916\u3057\u3001\u751f\u6210AI\u306b\u3082\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3082\u6e21\u3057\u307e\u305b\u3093\u3002**\u672c\u4eba\u306b\u8cac\u4efb\u306e\u306a\u3044\u4e8b\u9805\u3084\u672c\u6765\u81ea\u7531\u3067\u3042\u308b\u3079\u304d\u4e8b\u9805\u3092\u63a1\u7528\u57fa\u6e96\u306b\u3057\u306a\u3044**\u3068\u3044\u3046\u8003\u3048\u65b9\u306b\u6cbf\u3044\u307e\u3059\n2. **\u5408\u5426\u30fb\u9806\u4f4d\u3092AI\u306b\u4ed8\u3051\u3055\u305b\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u8a18\u8f09\u306e\u6709\u7121\u3068\u78ba\u8a8d\u4e8b\u9805\u307e\u3067\u3067\u3059\u3002**\u66f8\u985e\u9078\u8003\u306e\u5224\u65ad\u306f\u3001\u63a1\u7528\u62c5\u5f53\u3068\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u884c\u3044\u307e\u3059**\n3. **\u5728\u7559\u8cc7\u683c\u306e\u898b\u8fbc\u307f\u3092\u5224\u65ad\u3057\u306a\u3044** \u2026 \u5728\u7559\u8cc7\u683c\u306f\u51fa\u5165\u56fd\u5728\u7559\u7ba1\u7406\u5e81\u306e\u5be9\u67fb\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001CV\u306b\u30d3\u30b6\u306e\u8a18\u8f09\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3068\u3001\u983c\u3080\u3079\u304d\u66f8\u985e\u306e\u5019\u88dc\u3060\u3051\u3067\u3059**\n4. **\u4fdd\u5b58\u306e\u671f\u9650\u3068\u6d88\u3057\u65b9\u3092\u6c7a\u3081\u308b** \u2026 \u4e0d\u63a1\u7528\u306e\u5fdc\u52df\u8005\u306eCV\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u3044\u3064\u6d88\u3059\u304b\u3092\u3001\u81ea\u793e\u306e\u898f\u7a0b\u3068\u500b\u4eba\u60c5\u5831\u306e\u62c5\u5f53\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\n5. **\u4fdd\u5b58\u5148\u3092\u6697\u53f7\u5316\u3059\u308b** \u2026 \u975e\u540c\u671f\u306e\u5206\u6790\u3067\u306f\u3001\u7d50\u679c\u3092\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u306b\u51fa\u3057\u3001**KMS\u306e\u9375\u3067\u6697\u53f7\u5316**\u3059\u308b\u8a2d\u5b9a\u304c\u3067\u304d\u307e\u3059\n6. **\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u4eba\u3092\u7d5e\u308b** \u2026 \u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\u306f\u63a1\u7528\u62c5\u5f53\u3068\u3001\u305d\u306e\u6c42\u4eba\u306e\u66f8\u985e\u9078\u8003\u3092\u884c\u3046\u30a8\u30f3\u30b8\u30cb\u30a2\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u63a8\u6e2c\u3067\u57cb\u3081\u305f\u5024\u304c\u9078\u8003\u306b\u4f7f\u308f\u308c\u308b\u3053\u3068\u3068\u3001\u9078\u8003\u306b\u4f7f\u308f\u306a\u3044\u60c5\u5831\u304c\u6b8b\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** **\u3069\u3061\u3089\u3082\u300c\u6e21\u3055\u306a\u3044\u30fb\u57cb\u3081\u3055\u305b\u306a\u3044\u300d\u8a2d\u8a08\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u6d77\u5916\u5728\u4f4f\u30fb\u56fd\u5185\u5728\u4f4f\u306e\u5916\u56fd\u7c4d\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u901a\u5e74\u3067\u52df\u96c6\u3057\u3001\u82f1\u6587\u306eCV\u3092PDF\u3067\u6708\u306b\u6570\u767e\u4ef6\u53d7\u3051\u53d6\u308bIT\u30fbSaaS\u4f01\u696d\u3084\u30e1\u30fc\u30ab\u30fc\u306e\u958b\u767a\u90e8\u9580\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u7d39\u4ecb\u3059\u308b\u4eba\u6750\u4f1a\u793e\u3002CV\u306e\u66f8\u5f0f\u304c\u4eba\u3054\u3068\u306b\u3070\u3089\u3070\u3089\u3067\u3001\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u8ee2\u8a18\u306b\u63a1\u7528\u62c5\u5f53\u306e\u6642\u9593\u304c\u53d6\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u3002\u52df\u96c6\u8981\u4ef6\uff08\u5fc5\u9808\u306e\u6280\u8853\u3001\u7d4c\u9a13\u5e74\u6570\u3001\u8a00\u8a9e\uff09\u3092\u6c42\u4eba\u3054\u3068\u306b\u6587\u66f8\u306b\u3057\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"CV\u304c\u65e5\u672c\u8a9e\u306e\u5c65\u6b74\u66f8\u30fb\u8077\u52d9\u7d4c\u6b74\u66f8\u306e\u66f8\u5f0f\u3067\u5c4a\u304f\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u305a\u3001\u554f\u3044\u5408\u308f\u305b\uff08Queries\uff09\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u304c\u5bfe\u8c61\u3067\u3059\uff09\u3002\u5fdc\u52df\u304c\u6708\u306b\u6570\u5341\u4ef6\u3067\u3001\u76ee\u8996\u306e\u8ee2\u8a18\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u5fdc\u52df\u8005\u306e\u63a1\u5426\u3084\u9806\u4f4d\u3092AI\u306b\u4ed8\u3051\u3055\u305b\u305f\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u66f8\u985e\u9078\u8003\u306e\u5408\u5426\u3068\u3001\u5728\u7559\u8cc7\u683c\u306e\u53d6\u5f97\u306e\u898b\u8fbc\u307f\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u52df\u96c6\u8981\u4ef6\u3092\u8868\u306b\u3059\u308b**\n\n\u5e38\u6642\u51fa\u3057\u3066\u3044\u308b15\u4ef6\u306e\u6c42\u4eba\u306b\u3064\u3044\u3066\u3001**\u5fc5\u9808\u3068\u6b53\u8fce\u306e\u6280\u8853\u3001\u5e74\u6570\u3001\u8a00\u8a9e\u3001\u30d3\u30b6\u306e\u6271\u3044**\u3092\u8868\u306b\u3057\u307e\u3059\u3002\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u4e00\u7dd2\u306b\u6c7a\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306eCV\u304b\u308920\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u9805\u76ee\u3092\u5199\u3055\u305b\u307e\u3059\u3002**\u8077\u6b74\u3054\u3068\u306e\u6280\u8853\u306e\u53d6\u308a\u9055\u3048\u3068\u3001\u65e5\u672c\u8a9e\u306e\u80fd\u529b\u306e\u63a8\u6e2c\u304c\u7121\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u6570\u3048\u65b9\u3068\u9664\u5916\u306e\u6c7a\u307e\u308a\u3092\u4f5c\u308b**\n\n\u7d4c\u9a13\u5e74\u6570\u306e\u6570\u3048\u65b9\uff08\u91cd\u306a\u308a\u3001\u300cPresent\u300d\u3001\u5e74\u3060\u3051\u306e\u671f\u9593\uff09\u3068\u3001**\u524d\u51e6\u7406\u3067\u5916\u3059\u9805\u76ee\u306e\u4e00\u89a7**\u3092\u6c7a\u3081\u307e\u3059\u3002\u5916\u3059\u9805\u76ee\u306f\u3001\u4eba\u4e8b\u3068\u500b\u4eba\u60c5\u5831\u306e\u62c5\u5f53\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u304b\u3089\u78ba\u8a8d\u4e8b\u9805\u306e\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3 \u306e\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089 StartDocumentAnalysis \u3092\u547c\u3073\u3001\u524d\u51e6\u7406\u3001\u9805\u76ee\u306e\u66f8\u304d\u51fa\u3057\u3001\u8981\u4ef6\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b\u307e\u3067\u3092\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u5019\u88dc\u8005\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u66f8\u304d\u8fbc\u307e\u305a\u3001\u4e00\u89a7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u627f\u8a8d\u5f8c\u306e\u767b\u9332\u3092\u8db3\u3057\u3001\u76f4\u3057\u305f\u5185\u5bb9\u306e\u8a18\u9332\u3092\u6bce\u9031\u898b\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 1\u4ef615\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u3001`not_stated` \u306b\u306a\u308a\u3084\u3059\u3044\u8981\u4ef6\u3092\u6570\u3048\u3066\u52df\u96c6\u8981\u4ef6\u306e\u66f8\u304d\u65b9\u3092\u898b\u76f4\u3057\u307e\u3059\u3002**\u73fe\u5834\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u805e\u304d\u8fd4\u3057\u304c\u6e1b\u3063\u305f\u3068\u78ba\u304b\u3081\u3089\u308c\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0402","UC-0456","UC-0194","UC-0485"],"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":4556,"slug":"saiyo-koho-marketing","title":"\u63a1\u7528\u5e83\u5831\u306f\u30de\u30fc\u30b1\u306e\u4ed5\u4e8b\u306a\u306e\u304b\uff5c\u767a\u4fe1\u306e\u8cc7\u7523\u3092\u5171\u6709\u3059\u308b"},{"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"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| StartDocumentAnalysis \u304cS3\u306e\u6587\u66f8\u3092\u975e\u540c\u671f\u3067\u5206\u6790\u3057\u3001\u5b8c\u4e86\u3092SNS\u306b\u901a\u77e5\u3057\u3001`JobId` \u3067 `GetDocumentAnalysis` \u304b\u3089\u7d50\u679c\u3092\u53d6\u308b\u3053\u3068\u3002\u5206\u6790\u306e\u7a2e\u985e\u306b `LAYOUT`\u30fb`QUERIES` \u304c\u3042\u308b\u3053\u3068\u3002`ClientRequestToken` \u3067\u4e8c\u91cd\u8d77\u52d5\u3092\u9632\u3052\u308b\u3053\u3068\u3001`JobTag` \u304c\u5b8c\u4e86\u306e\u901a\u77e5\u306b\u542b\u307e\u308c\u308b\u3053\u3068\u3001`JobId` \u304c7\u65e5\u9593\u6709\u52b9\u306a\u3053\u3068\u3002`OutputConfig` \u3068 `KMSKeyId` \u3067\u81ea\u793e\u306e\u30d0\u30b1\u30c3\u30c8\u3078\u306e\u51fa\u529b\u3068\u6697\u53f7\u5316\u304c\u3067\u304d\u308b\u3053\u3068 | [AWS: StartDocumentAnalysis](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_StartDocumentAnalysis.html) | 2026-10-06 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u8981\u7d20\uff08`LAYOUT_SECTION_HEADER`\u30fb`LAYOUT_TEXT`\u30fb`LAYOUT_LIST`\u30fb`LAYOUT_FIGURE` \u306a\u3069\uff09\u3068\u3001\u8aad\u3080\u9806\u3067\u8fd4\u308a\u3001\u6bb5\u7d44\u307f\u3067\u306f\u5de6\u306e\u6bb5\u304b\u3089\u8aad\u3080\u3053\u3068 | [AWS: Layout Response Objects](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/layoutresponse.html) | 2026-10-06 |\n| \u554f\u3044\u5408\u308f\u305b\u304c\u8cea\u554f\u3068 `Alias` \u3092\u8fd4\u3057\u3001\u7b54\u3048\u306b\u4fe1\u983c\u5ea6\u304c\u4ed8\u304d\u3001\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u3067\u8fd4\u308b\u3053\u3068 | [AWS: Queries](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-06 |\n| \u5bfe\u5fdc\u5f62\u5f0f\u304cJPEG\u30fbPNG\u30fbPDF\u30fbTIFF\u3067XFA\u5f62\u5f0f\u306f\u4e0d\u53ef\u3001\u975e\u540c\u671f\u306ePDF\u304c500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u306ePDF\u306f\u4e0d\u53ef\u3001\u5bfe\u5fdc\u8a00\u8a9e\u304c6\u8a00\u8a9e\u3067\u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u307f\u3001\u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0a\uff08150dpi\u30678\u30dd\u30a4\u30f3\u30c8\uff09\u3001AnalyzeID \u304c\u7c73\u56fd\u306e\u30d1\u30b9\u30dd\u30fc\u30c8\u3068\u904b\u8ee2\u514d\u8a31\u8a3c\u306e\u307f\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-06 |\n| \u5728\u7559\u8cc7\u683c\u300c\u6280\u8853\u30fb\u4eba\u6587\u77e5\u8b58\u30fb\u56fd\u969b\u696d\u52d9\u300d\u306e\u8a72\u5f53\u4f8b\u306b\u6a5f\u68b0\u5de5\u5b66\u7b49\u306e\u6280\u8853\u8005\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u3002\u63d0\u51fa\u66f8\u985e\u306b\u5927\u5b66\u7b49\u306e\u5352\u696d\u8a3c\u660e\u66f8\u3001\u95a2\u9023\u3059\u308b\u696d\u52d9\u306b\u5f93\u4e8b\u3057\u305f\u671f\u9593\u3092\u8a3c\u660e\u3059\u308b\u5728\u8077\u8a3c\u660e\u66f8\u7b49\u3001IT\u306e\u6280\u8853\u8005\u306e\u5834\u5408\u306e\u60c5\u5831\u51e6\u7406\u6280\u8853\u306b\u95a2\u3059\u308b\u8a66\u9a13\u30fb\u8cc7\u683c\u306e\u5408\u683c\u8a3c\u66f8\u7b49\u304c\u6319\u304c\u3063\u3066\u3044\u308b\u3053\u3068 | [\u51fa\u5165\u56fd\u5728\u7559\u7ba1\u7406\u5e81: \u5728\u7559\u8cc7\u683c\u300c\u6280\u8853\u30fb\u4eba\u6587\u77e5\u8b58\u30fb\u56fd\u969b\u696d\u52d9\u300d](https:\/\/www.moj.go.jp\/isa\/applications\/status\/gijinkoku.html) | 2026-10-06 |\n| \u672c\u7c4d\u5730\u3084\u5bb6\u65cf\u306e\u8077\u696d\u306a\u3069\u300c\u672c\u4eba\u306b\u8cac\u4efb\u306e\u306a\u3044\u4e8b\u9805\u300d\u3084\u3001\u5b97\u6559\u3084\u652f\u6301\u653f\u515a\u306a\u3069\u300c\u672c\u6765\u81ea\u7531\u3067\u3042\u308b\u3079\u304d\u4e8b\u9805\u300d\u3092\u63a1\u7528\u57fa\u6e96\u306b\u3057\u306a\u3044\u3053\u3068\u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u308b\u3053\u3068 | [\u539a\u751f\u52b4\u50cd\u7701: \u516c\u6b63\u306a\u63a1\u7528\u9078\u8003\u306e\u57fa\u672c](https:\/\/kouseisaiyou.mhlw.go.jp\/basic.html) | 2026-10-06 |\n| \u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format` \u3067\u6307\u5b9a\u3067\u304d\u3001\u30b9\u30ad\u30fc\u30de\u3069\u304a\u308a\u306e\u5f62\u3067\u5fc5\u9808\u306e\u9805\u76ee\u304c\u6b20\u3051\u305a\u306b\u8fd4\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-06 |\n\n**\u5fdc\u52df\u8005\u306e\u500b\u4eba\u60c5\u5831\u306e\u6271\u3044\u3068\u3001\u5728\u7559\u8cc7\u683c\u306e\u624b\u7d9a\u304d\u306b\u3064\u3044\u3066\u306f\u3001\u81ea\u793e\u306e\u898f\u7a0b\u3068\u5c02\u9580\u5bb6\u306e\u78ba\u8a8d\u306b\u5f93\u3063\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** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[129,127,128],"uc_automation":[138],"uc_industry":[25,24,18],"uc_department":[43,44],"uc_task":[56,60],"uc_issue":[71,67,76],"uc_effect":[79,82,78],"uc_ai_function":[93],"class_list":["post-14406","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_ai_service-aws-textract","uc_ai_service-azure-ai","uc_ai_service-google-document-ai","uc_automation-python","uc_industry-it-saas","uc_industry-hr-staffing","uc_industry-manufacturing","uc_department-hr","uc_department-recruiting","uc_task-data-entry","uc_task-review-check","uc_issue-short-staffed","uc_issue-too-much-entry","uc_issue-slow-decision","uc_effect-standardization","uc_effect-faster-response","uc_effect-hours-saved","uc_ai_function-ocr"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14406","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14406\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=14406"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=14406"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=14406"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=14406"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=14406"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=14406"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=14406"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=14406"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=14406"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=14406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}