{"id":15505,"date":"2026-10-15T09:08:24","date_gmt":"2026-10-15T00:08:24","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/ec-product-image-alt-text\/"},"modified":"2026-10-15T09:10:21","modified_gmt":"2026-10-15T00:10:21","slug":"ec-product-image-alt-text","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/ec-product-image-alt-text\/","title":{"rendered":"EC\u30b5\u30a4\u30c8\u306e\u5546\u54c1\u753b\u50cf\u304b\u3089\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u306e\u8aac\u660e\u6587\u306e\u6848\u3092\u4f5c\u308a\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3068\u98df\u3044\u9055\u3046\u70b9\u3092\u63b2\u8f09\u524d\u306b\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u65b0\u3057\u304f\u8f09\u305b\u308b\u5546\u54c1\u306e\u753b\u50cf\u30921\u70b9\u5206\u307e\u3068\u3081\u3066AI\u306b\u898b\u305b\u3001\u753b\u50cf\u3054\u3068\u306b\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\uff08alt\uff09\u3068\u753b\u50cf\u306e\u8aac\u660e\u6587\u306e\u6848\u3092\u4f5c\u308a\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u304c\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3068\u98df\u3044\u9055\u3046\u70b9\u3092\u3001\u63b2\u8f09\u306e\u524d\u306b\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1578","platform_main":"Gemini","publish_date":"","last_updated":"2026-10-15","tech_verified_date":"2026-10-14","trigger":"**\u5546\u54c1\u30de\u30b9\u30bf\u306e\u72b6\u614b\u304c\u300c\u753b\u50cf\u305d\u308d\u3044\u300d\u306b\u306a\u3063\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u753b\u50cf\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u306e\u8ffd\u52a0\u30921\u679a\u305a\u3064\u62fe\u3046\u3068\u3001\u30c7\u30b6\u30a4\u30ca\u30fc\u304c\u30b5\u30a4\u30ba\u8868\u306e\u753b\u50cf\u3092\u5f8c\u304b\u3089\u7f6e\u3044\u305f\u3068\u304d\u306b\u3001\u30b5\u30a4\u30ba\u8868\u306e\u7121\u3044\u72b6\u614b\u3067\u5f79\u5272\u3092\u6c7a\u3081\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\u753b\u50cf\u304c\u5168\u90e8\u7f6e\u304b\u308c\u305f\u6642\u70b9\u3092\u3001\u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u304c\u72b6\u614b\u3067\u77e5\u3089\u305b\u308b**\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002\n\n**Apps Script \u309215\u5206\u3054\u3068\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u52d5\u304b\u3057\u3001\u72b6\u614b\u3092\u898b\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**1\u56de\u306e\u5b9f\u884c\u304c6\u5206\u307e\u3067\u3001Google Workspace \u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u5b9a\u6642\u5b9f\u884c\u306e\u5408\u8a08\u304c1\u65e56\u6642\u9593\u3001URL \u306e\u53d6\u5f97\uff08\u5916\u90e8\u306e API \u306e\u547c\u3073\u51fa\u3057\uff09\u304c1\u65e510\u4e07\u56de\u307e\u3067**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5546\u54c11\u70b9\u306e\u547c\u3073\u51fa\u3057\u306f\u6570\u5341\u79d2\u3067\u7d42\u308f\u308b\u60f3\u5b9a\u306a\u306e\u3067\u3001**1\u56de\u306e\u5b9f\u884c\u30675\u70b9\u307e\u3067\u51e6\u7406\u3057\u30016\u5206\u306b\u8fd1\u3065\u3044\u305f\u3089\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3057\u307e\u3059\u3002** \u6708240\u70b9\u30011\u65e5\u3042\u305f\u308a\u5341\u6570\u70b9\u306a\u3089\u3001\u4e0a\u9650\u306b\u306f\u5c4a\u304d\u307e\u305b\u3093\u3002\n\n**\u51e6\u7406\u3092\u59cb\u3081\u305f\u5546\u54c1\u306f\u3001\u72b6\u614b\u3092\u300c\u51e6\u7406\u4e2d\u300d\u306b\u5909\u3048\u3001\u4e8c\u91cd\u306b\u51e6\u7406\u3057\u307e\u305b\u3093\u3002** \u7d42\u308f\u3063\u305f\u3089\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u3001\u5931\u6557\u3057\u305f\u3089\u300c\u8981\u5bfe\u5fdc\u300d\u306b\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5546\u54c1\u306e\u753b\u50cf | \u63b2\u8f09\u7528\u306e\u7e2e\u5c0f\u7248\uff08\u9577\u8fba1,600\u30d4\u30af\u30bb\u30eb\u306e JPEG\uff09\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u4e26\u3073\u9806\u306e\u756a\u53f7 | \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u5546\u54c1\u306e\u30d5\u30a9\u30eb\u30c0 |\n| \u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09 | \u5546\u54c1\u540d\u3001\u30ab\u30c6\u30b4\u30ea\u3001\u5bf8\u6cd5\uff08\u5e45\u30fb\u5965\u884c\u30fb\u9ad8\u3055\uff09\u3001\u91cd\u3055\u3001\u7d20\u6750\u3001\u8272\u306e\u540d\u524d\u3001\u30bb\u30c3\u30c8\u5185\u5bb9\u3001\u4ed8\u5c5e\u54c1\u3001\u7d44\u307f\u7acb\u3066\u306e\u8981\u5426 | \u5546\u54c1\u30de\u30b9\u30bf |\n| \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6c7a\u307e\u308a | \u5f79\u5272\u3054\u3068\u306e\u66f8\u304d\u65b9\u3001\u9577\u3055\u306e\u76ee\u5b89\u3001\u4f7f\u308f\u306a\u3044\u8a00\u3044\u56de\u3057 | \u5236\u4f5c\u30c1\u30fc\u30e0\u304c\u7528\u610f\u3059\u308b\u66f8\u304d\u65b9\u306e\u8868 |\n| \u5546\u54c1\u30da\u30fc\u30b8\u306e\u672c\u6587 | \u5546\u54c1\u306e\u8aac\u660e\u6587\uff08\u753b\u50cf\u306e\u8aac\u660e\u6587\u3068\u91cd\u306d\u306a\u3044\u305f\u3081\uff09 | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u8aac\u660e\u6587\u306e\u5217 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u30012\u884c\u76ee\u30683\u884c\u76ee\u3067\u3059\u3002** \u5546\u54c1\u30de\u30b9\u30bf\u306e\u30bb\u30c3\u30c8\u5185\u5bb9\u3068\u4ed8\u5c5e\u54c1\u306e\u5217\u304c\u7a7a\u306a\u3089\u3001\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306b\u5199\u3063\u305f\u5c0f\u7269\u304c\u4ed8\u5c5e\u3059\u308b\u306e\u304b\u3057\u306a\u3044\u306e\u304b\u3092\u3001AI\u306f\u6bd4\u3079\u3088\u3046\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u300c\u4ed8\u5c5e\u54c1\uff1a\u306a\u3057\u300d\u3068\u660e\u8a18\u3059\u308b**\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002\u7a7a\u6b04\u3068\u300c\u306a\u3057\u300d\u3092\u533a\u5225\u3057\u306a\u3044\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u5224\u5b9a\u304c\u3067\u304d\u307e\u305b\u3093\u3002\n\n**4\u884c\u76ee\u3092\u6e21\u3059\u306e\u306f\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306b\u672c\u6587\u3068\u540c\u3058\u3053\u3068\u3092\u66f8\u304b\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** W3C \u306e\u89e3\u8aac\u306f\u3001\u753b\u50cf\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306f\u898b\u305f\u76ee\u3092\u305d\u306e\u307e\u307e\u63cf\u5199\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001**\u753b\u50cf\u304c\u4f1d\u3048\u3066\u3044\u308b\u610f\u5473\u3092\u4f1d\u3048\u308b\u3082\u306e**\u3068\u3057\u3001\u5468\u308a\u306e\u6587\u7ae0\u304c\u3059\u3067\u306b\u8aac\u660e\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u7e70\u308a\u8fd4\u3055\u306a\u304f\u3066\u3088\u3044\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u672c\u6587\u306b\u300c\u5929\u7136\u6728\u306e\u7a81\u304d\u677f\u300d\u3068\u66f8\u3044\u3066\u3042\u308b\u306a\u3089\u3001\u7d30\u90e8\u306e\u5199\u771f\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3067\u7d20\u6750\u3092\u9577\u3005\u3068\u66f8\u304f\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n```\n\u3010\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u66f8\u304d\u65b9\u306e\u8868\uff08\u4f8b\uff09\u3011\n\u30e1\u30a4\u30f3 \u2026\u2026\u2026 \u5546\u54c1\u540d\u306e\u7a2e\u985e\u3068\u3001\u3044\u3061\u3070\u3093\u306e\u7279\u5fb4\u30921\u6587\u3067\uff08\u4f8b\uff1a3\u6bb5\u306e\u5f15\u304d\u51fa\u3057\u304c\u4ed8\u3044\u305f\u6728\u76ee\u306e\u30c1\u30a7\u30b9\u30c8\uff09\n\u89d2\u5ea6\u9055\u3044 \u2026\u2026 \u3069\u3053\u304b\u3089\u898b\u305f\u304b\u3001\u4f55\u304c\u5206\u304b\u308b\u304b\uff08\u4f8b\uff1a\u30c1\u30a7\u30b9\u30c8\u306e\u80cc\u9762\u3002\u58c1\u306b\u5bc4\u305b\u3089\u308c\u308b\u5e73\u3089\u306a\u677f\uff09\n\u7d30\u90e8 \u2026\u2026\u2026\u2026 \u4f55\u306e\u90e8\u5206\u306e\u5bc4\u308a\u304b\uff08\u4f8b\uff1a\u5f15\u304d\u51fa\u3057\u306e\u53d6\u3063\u624b\u3002\u6307\u3092\u304b\u3051\u308b\u6e9d\u304c\u3042\u308b\uff09\n\u30b5\u30a4\u30ba\u8868 \u2026\u2026 \u753b\u50cf\u306e\u4e2d\u306e\u5bf8\u6cd5\u3092\u3059\u3079\u3066\u6587\u7ae0\u3067\uff08\u4f8b\uff1a\u5e4580cm\u3001\u5965\u884c40cm\u3001\u9ad8\u305585cm\u3002\u5f15\u304d\u51fa\u3057\u306e\u5185\u5bf8\u306f\u2026\uff09\n\u30bb\u30c3\u30c8\u5185\u5bb9 \u2026 \u542b\u307e\u308c\u308b\u3082\u306e\u3092\u6570\u3068\u3068\u3082\u306b\u3059\u3079\u3066\n\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8 \u2026 \u3069\u3093\u306a\u90e8\u5c4b\u3067\u3069\u3046\u4f7f\u3063\u3066\u3044\u308b\u304b\u3002\u4ed8\u5c5e\u3057\u306a\u3044\u5c0f\u7269\u306f\u66f8\u304b\u306a\u3044\n\u88c5\u98fe \u2026\u2026\u2026\u2026 \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u7a7a\u306b\u3059\u308b\n\u4f7f\u308f\u306a\u3044\u8a00\u3044\u56de\u3057\uff1a\u300c\u301c\u306e\u753b\u50cf\u300d\u300c\u301c\u306e\u5199\u771f\u300d\u300c\u5546\u54c1\u753b\u50cf\u300d\u300c\u304a\u3057\u3083\u308c\u306a\u300d\u300c\u4eba\u6c17\u306e\u300d\n```","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u753b\u50cf\u306e\u4e00\u89a7\u3068\u4e26\u3073\u9806 | Apps Script \u306e Drive \u306e\u6a5f\u80fd\u3067\u5546\u54c1\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u8aad\u3080 | \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u756a\u53f7\u3067\u4e26\u3079\u3001\u753b\u50cf\u306e\u756a\u53f7\u3092\u4ed8\u3051\u308b |\n| \u753b\u50cf\u306e\u4e2d\u8eab | \u7e2e\u5c0f\u7248\u306e\u30d5\u30a1\u30a4\u30eb | Gemini API \u306b\u76f4\u63a5\u5165\u308c\u308b |\n| \u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u5546\u54c1\u306e\u884c | \u6307\u793a\u306b\u57cb\u3081\u8fbc\u3080 |\n| \u66f8\u304d\u65b9\u306e\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u5225\u306e\u30b7\u30fc\u30c8 | \u6307\u793a\u306b\u57cb\u3081\u8fbc\u3080 |\n\n**\u753b\u50cf\u306f\u63b2\u8f09\u7528\u306e\u7e2e\u5c0f\u7248\u3092\u6e21\u3057\u307e\u3059\u3002** \u64ae\u5f71\u3057\u305f\u307e\u307e\u306e\u753b\u50cf\u306f1\u679a\u306710MB\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u3001**8\u679a\u307e\u3068\u3081\u308b\u306820MB\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u4e0a\u9650\u3092\u8d85\u3048\u307e\u3059\u3002** EC\u30b5\u30a4\u30c8\u306b\u8f09\u305b\u308b\u306e\u306f\u7e2e\u5c0f\u7248\u306a\u306e\u3067\u3001\u8aad\u307f\u4e0a\u3052\u3067\u4f1d\u3048\u308b\u3079\u304d\u5185\u5bb9\u3082\u7e2e\u5c0f\u7248\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u30028\u679a\u306e\u7e2e\u5c0f\u7248\u306e\u5408\u8a08\u304c\u4e0a\u9650\u306b\u8fd1\u3065\u304f\u5546\u54c1\u306f\u30012\u56de\u306b\u5206\u3051\u3066\u6e21\u3057\u307e\u3059\u3002\n\n**\u753b\u50cf\u306e\u756a\u53f7\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u6c7a\u307e\u308a\u3067\u4ed8\u3051\u307e\u3059\u3002** `<\u5546\u54c1\u30b3\u30fc\u30c9>_01_main.jpg`\u3001`_05_size.jpg` \u306e\u3088\u3046\u306b\u3001**\u756a\u53f7\u3068\u5f79\u5272\u306e\u624b\u304c\u304b\u308a\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5165\u308c\u3066\u304a\u304d\u307e\u3059\u3002** AI\u304c\u6c7a\u3081\u308b\u5f79\u5272\u3068\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u624b\u304c\u304b\u308a\u304c\u9055\u3063\u305f\u3068\u304d\u306f\u3001\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u3067\u76ee\u7acb\u305f\u305b\u307e\u3059\u3002","preprocessing":"1. **\u30d5\u30a1\u30a4\u30eb\u306e\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u30fbPNG\u30fbWEBP \u4ee5\u5916\uff08PSD\u3001AI \u306a\u3069\u306e\u30c7\u30b6\u30a4\u30f3\u306e\u5143\u30c7\u30fc\u30bf\uff09\u306f\u6e21\u3055\u305a\u3001\u4ef6\u6570\u3092\u5099\u8003\u306b\u66f8\u304d\u307e\u3059\n2. **\u753b\u50cf\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u5408\u8a08\u304c20MB\u306b\u8fd1\u3065\u304f\u5546\u54c1\u306f\u3001\u524d\u534a\u3068\u5f8c\u534a\u306b\u5206\u3051\u30662\u56de\u3067\u6e21\u3057\u307e\u3059\n3. **\u753b\u50cf\u306e\u5411\u304d** \u2026 \u6a2a\u306b\u5012\u308c\u305f\u753b\u50cf\u306f\u5411\u304d\u3092\u76f4\u3057\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3082\u3001\u56de\u8ee2\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u52e7\u3081\u3066\u3044\u307e\u3059\n4. **\u4e26\u3073\u9806** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u756a\u53f7\u3067\u4e26\u3079\u30011\u304b\u3089\u632f\u308a\u76f4\u3057\u307e\u3059\n5. **\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5fc5\u9808\u306e\u5217\u306e\u78ba\u8a8d** \u2026 \u5bf8\u6cd5\u3001\u30bb\u30c3\u30c8\u5185\u5bb9\u3001\u4ed8\u5c5e\u54c1\u306e\u3069\u308c\u304b\u304c\u7a7a\u306a\u3089\u3001\u51e6\u7406\u305b\u305a\u300c\u8981\u5bfe\u5fdc\u300d\u306b\u3057\u307e\u3059\n6. **\u4eba\u304c\u5199\u3063\u305f\u753b\u50cf\u306e\u78ba\u8a8d** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306b `model` \u304c\u4ed8\u304f\u753b\u50cf\u306f\u3001\u5927\u4eba\u306e\u30e2\u30c7\u30eb\u3060\u3051\u3067\u3042\u308b\u3053\u3068\u3092\u64ae\u5f71\u306e\u8a18\u9332\u3067\u78ba\u304b\u3081\u305f\u5546\u54c1\u306b\u9650\u3063\u3066\u6e21\u3057\u307e\u3059\n\n**5\u756a\u76ee\u304c\u3001\u98df\u3044\u9055\u3044\u306e\u5224\u5b9a\u306e\u524d\u63d0\u3067\u3059\u3002** \u5546\u54c1\u30de\u30b9\u30bf\u304c\u7a7a\u306e\u9805\u76ee\u306f\u3001\u753b\u50cf\u3068\u6bd4\u3079\u3088\u3046\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u7a7a\u306e\u307e\u307e\u6e21\u3059\u3068\u3001AI\u306f\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3092\u6b63\u3057\u3044\u3068\u3057\u3066\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u66f8\u304d\u3001\u98df\u3044\u9055\u3044\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u753b\u50cf\u3054\u3068\u306b\u300c\u4f55\u306e\u5f79\u5272\u306e\u753b\u50cf\u304b\u300d\u3092\u6c7a\u3081\u3001\u305d\u306e\u5f79\u5272\u306b\u5408\u3063\u305f\u6587\u7ae0\u306e\u6848\u3092\u4f5c\u308a\u3001\u753b\u50cf\u306e\u4e2d\u8eab\u3068\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3092\u6bd4\u3079\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u898b\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u753b\u50cf\u306e\u5f79\u5272 | main\uff0fangle\uff0fdetail\uff0fsize_chart\uff0fset_contents\uff0fscene\uff0fdecorative | \u8ff7\u3048\u3070 `unknown` \u306b\u3057\u3001\u4eba\u304c\u6c7a\u3081\u308b |\n| \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6848 | \u66f8\u304d\u65b9\u306e\u8868\u306b\u6cbf\u3063\u3066\u3001\u5f79\u5272\u3054\u3068\u306b\u5fc5\u8981\u306a\u3053\u3068\u3092\u66f8\u304f | \u5f79\u5272\u304c `unknown` \u306a\u3089\u7a7a\u306b\u3059\u308b |\n| \u753b\u50cf\u306e\u8aac\u660e\u6587\u306e\u6848 | \u5546\u54c1\u30da\u30fc\u30b8\u306e\u753b\u50cf\u306e\u4e0b\u306b\u6dfb\u3048\u308b1\u301c2\u6587\u3002\u672c\u6587\u3068\u91cd\u306d\u306a\u3044 | \u66f8\u304f\u3053\u3068\u304c\u7121\u3051\u308c\u3070\u7a7a\u306b\u3059\u308b |\n| \u753b\u50cf\u306e\u4e2d\u306e\u6587\u5b57 | \u30b5\u30a4\u30ba\u8868\u30fb\u30bb\u30c3\u30c8\u5185\u5bb9\u306a\u3069\u306e\u6587\u5b57\u3092\u3001\u8aad\u3081\u305f\u5206\u3060\u3051\u5199\u3059 | \u8aad\u3081\u306a\u3044\u6587\u5b57\u306f `[\u5224\u8aad\u4e0d\u80fd]` |\n| \u5546\u54c1\u30de\u30b9\u30bf\u3068\u306e\u98df\u3044\u9055\u3044 | \u5bf8\u6cd5\u3001\u500b\u6570\u3001\u4ed8\u5c5e\u54c1\u3001\u8272\u306e\u540d\u524d\u3001\u7d44\u307f\u7acb\u3066\u306e\u8981\u5426 | \u5224\u65ad\u3067\u304d\u306a\u3051\u308c\u3070 `uncertain` |\n\n**\u98df\u3044\u9055\u3044\u3092\u300c\u9055\u3046\u300d\u300c\u9055\u3046\u304a\u305d\u308c\u300d\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d\u306b\u5206\u3051\u308b\u306e\u304c\u3001\u3053\u306e\u8868\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u70b9\u3067\u3059\u3002** \u30b5\u30a4\u30ba\u8868\u306e\u6570\u5b57\u304c\u306f\u3063\u304d\u308a\u8aad\u3081\u3066\u5546\u54c1\u30de\u30b9\u30bf\u3068\u9055\u3046\u306a\u3089 `mismatch`\u3001\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306e\u5c0f\u7269\u304c\u4ed8\u5c5e\u54c1\u306a\u306e\u304b\u6f14\u51fa\u306a\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u306a\u3089 `uncertain` \u306b\u3057\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u4eba\u306b\u56de\u3057\u307e\u3059\u304c\u3001`mismatch` \u306f\u516c\u958b\u3092\u6b62\u3081\u3001`uncertain` \u306f\u78ba\u304b\u3081\u3066\u304b\u3089\u9032\u3081\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u306e\u5224\u65ad | \u4ed5\u69d8\u3092\u77e5\u308b\u4eba\u304c\u6c7a\u3081\u308b\u3002AI\u306f\u300c\u9055\u3046\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3092\u51fa\u3059 |\n| \u5546\u54c1\u30de\u30b9\u30bf\u306b\u306a\u3044\u6027\u80fd\u306e\u66f8\u304d\u8fbc\u307f | \u300c\u4e08\u592b\u306a\u300d\u300c\u50b7\u304c\u3064\u304b\u306a\u3044\u300d\u306a\u3069\u3001\u6839\u62e0\u306e\u7121\u3044\u52b9\u80fd\u3092\u66f8\u304b\u306a\u3044 |\n| \u8aad\u3081\u306a\u3044\u6570\u5b57\u306e\u88dc\u3044 | \u5224\u8aad\u3067\u304d\u306a\u3044\u5bf8\u6cd5\u3092\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3067\u57cb\u3081\u306a\u3044 |\n| \u5199\u3063\u305f\u4eba\u7269\u306e\u63cf\u5199 | \u5e74\u9f62\u30fb\u6027\u5225\u30fb\u4f53\u5f62\u3092\u66f8\u304b\u306a\u3044\u3002\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306f\u5546\u54c1\u306e\u4f7f\u3044\u65b9\u3060\u3051\u3092\u66f8\u304f |\n| \u753b\u50cf\u3092\u8f09\u305b\u308b\u304b\u306e\u5224\u65ad | \u3069\u306e\u753b\u50cf\u3092\u4f7f\u3046\u304b\u306f\u5236\u4f5c\u30c1\u30fc\u30e0\u304c\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5bf8\u6cd5\u3092\u4e00\u7dd2\u306b\u6e21\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u30b5\u30a4\u30ba\u8868\u306e\u753b\u50cf\u306e\u6570\u5b57\u304c\u5c0f\u3055\u304f\u3066\u8aad\u3081\u306a\u3044\u3068\u3001**AI\u306f\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3092\u753b\u50cf\u304b\u3089\u8aad\u3093\u3060\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002** \u305d\u3046\u306a\u308b\u3068\u98df\u3044\u9055\u3044\u306f\u6c38\u9060\u306b\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u8aad\u3081\u305f\u6587\u5b57\u3068\u3001\u30de\u30b9\u30bf\u306e\u5024\u3092\u3001**\u5225\u306e\u9805\u76ee\u3068\u3057\u3066\u8fd4\u3055\u305b\u308b**\u7406\u7531\u304c\u3053\u3053\u306b\u3042\u308a\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306fEC\u30b5\u30a4\u30c8\u306e\u5546\u54c1\u30da\u30fc\u30b8\u306e\u5236\u4f5c\u62c5\u5f53\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u5546\u54c11\u70b9\u5206\u306e\u753b\u50cf\uff08\u756a\u53f7\u9806\uff09\u3068\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3060\u3051\u3092\u898b\u3066\u3001\n\u753b\u50cf\u3054\u3068\u306b\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6848\u3068\u8aac\u660e\u6587\u306e\u6848\u3092\u4f5c\u308a\u3001\u5546\u54c1\u30de\u30b9\u30bf\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3011{master}\n\u3010\u5546\u54c1\u30da\u30fc\u30b8\u306e\u672c\u6587\u3011{body}\n\u3010\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u66f8\u304d\u65b9\u306e\u8868\u3011{alt_rules}\n\n\u3010\u753b\u50cf\u3054\u3068\u306b\u66f8\u304d\u51fa\u3059\u9805\u76ee\u3011\n1. image_no\uff1a\u6e21\u3057\u305f\u9806\u306e\u756a\u53f7\n2. role\uff1amain\uff0fangle\uff0fdetail\uff0fsize_chart\uff0fset_contents\uff0fscene\uff0fdecorative\uff0funknown \u306e\u3069\u308c\u304b1\u3064\n3. alt_text\uff1a\u66f8\u304d\u65b9\u306e\u8868\u306b\u6cbf\u3063\u305f\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6848\u3002decorative \u3068 unknown \u306f\u7a7a\n4. caption\uff1a\u5546\u54c1\u30da\u30fc\u30b8\u306e\u753b\u50cf\u306e\u4e0b\u306b\u6dfb\u3048\u308b1\u301c2\u6587\u306e\u6848\u3002\u672c\u6587\u3068\u540c\u3058\u3053\u3068\u306f\u66f8\u304b\u306a\u3044\n5. text_in_image\uff1a\u753b\u50cf\u306e\u4e2d\u306e\u6587\u5b57\u3092\u3001\u8aad\u3081\u305f\u5206\u3060\u3051\u305d\u306e\u307e\u307e\u5199\u3059\n6. findings\uff1a\u5546\u54c1\u30de\u30b9\u30bf\u3068\u306e\u98df\u3044\u9055\u3044\uff08\u9805\u76ee\u3001\u30de\u30b9\u30bf\u306e\u5024\u3001\u753b\u50cf\u304b\u3089\u8aad\u307f\u53d6\u3063\u305f\u5024\u3001\n   mismatch\uff0funcertain \u306e\u5225\u3001\u753b\u50cf\u306e\u3069\u3053\u304b box_2d\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u753b\u50cf\u306e\u4e2d\u306e\u6570\u5b57\u304c\u8aad\u3081\u306a\u3044\u3068\u304d\u306f\u3001text_in_image \u306b [\u5224\u8aad\u4e0d\u80fd] \u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u30de\u30b9\u30bf\u306e\u5024\u3092\u753b\u50cf\u304b\u3089\u8aad\u3093\u3060\u3088\u3046\u306b\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- alt_text \u306b\u300c\u753b\u50cf\u300d\u300c\u5199\u771f\u300d\u3068\u3044\u3046\u8a00\u8449\u3068\u3001\u300c\u301c\u306e\u753b\u50cf\u3067\u3059\u300d\u3068\u3044\u3046\u8a00\u3044\u56de\u3057\u3092\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- size_chart \u306e alt_text \u306b\u306f\u3001\u753b\u50cf\u306e\u4e2d\u306e\u5bf8\u6cd5\u3092\u3059\u3079\u3066\u6587\u7ae0\u3067\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u30b5\u30a4\u30ba\u8868\u300d\u3068\u3060\u3051\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- scene \u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u5c0f\u7269\u304c\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u30bb\u30c3\u30c8\u5185\u5bb9\u30fb\u4ed8\u5c5e\u54c1\u306b\u7121\u3044\u3068\u304d\u306f\u3001\n  alt_text \u306b\u66f8\u304b\u305a\u3001findings \u306b uncertain \u3068\u3057\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5546\u54c1\u30de\u30b9\u30bf\u306b\u7121\u3044\u6027\u80fd\u30fb\u52b9\u80fd\uff08\u4e08\u592b\u3001\u50b7\u304c\u3064\u304b\u306a\u3044\u3001\u306a\u3069\uff09\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5199\u3063\u3066\u3044\u308b\u4eba\u7269\u306e\u5e74\u9f62\u30fb\u6027\u5225\u30fb\u4f53\u5f62\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5546\u54c1\u30de\u30b9\u30bf\u3068\u753b\u50cf\u306e\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5b50\u3069\u3082\u304c\u5199\u3063\u3066\u3044\u308b\u3068\u5224\u65ad\u3057\u305f\u753b\u50cf\u306f\u3001role \u3092 unknown \u306b\u3057\u3001\u307b\u304b\u306e\u9805\u76ee\u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u30de\u30b9\u30bf\u306e\u5024\u3092\u753b\u50cf\u304b\u3089\u8aad\u3093\u3060\u3088\u3046\u306b\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u6d88\u3048\u307e\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u3001AI\u306f\u6e21\u3055\u308c\u305f\u6b63\u3057\u305d\u3046\u306a\u5024\u306b\u5bc4\u305b\u3066\u6587\u7ae0\u3092\u6574\u3048\u307e\u3059\u3002**\u7981\u3058\u308b\u306e\u306f\u3001\u30de\u30b9\u30bf\u306e\u5024\u3092\u6839\u62e0\u306b\u3057\u3066\u753b\u50cf\u306e\u6587\u5b57\u3092\u57cb\u3081\u308b\u3053\u3068\u305d\u306e\u3082\u306e\u3067\u3059\u3002**\n\n**\u300c\u30b5\u30a4\u30ba\u8868\u3068\u3060\u3051\u66f8\u304b\u306a\u3044\u300d\u3092\u66f8\u304f\u306e\u306f\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u76ee\u7684\u3092\u5916\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002** W3C \u306e WCAG 2.2 \u306e\u89e3\u8aac\u306f\u3001\u77ed\u3044\u4ee3\u66ff\u3067\u540c\u3058\u60c5\u5831\u3092\u4f1d\u3048\u3089\u308c\u306a\u3044\u753b\u50cf\uff08\u56f3\u3084\u8868\u306a\u3069\uff09\u3067\u306f\u3001\u77ed\u3044\u8aac\u660e\u3068\u9577\u3044\u8aac\u660e\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002**\u30b5\u30a4\u30ba\u8868\u306e\u753b\u50cf\u304c\u4f1d\u3048\u3066\u3044\u308b\u306e\u306f\u6570\u5b57\u306a\u306e\u3067\u3001\u6570\u5b57\u305d\u306e\u3082\u306e\u3092\u66f8\u304b\u305b\u307e\u3059\u3002** \u9577\u304f\u306a\u308a\u3059\u304e\u308b\u5834\u5408\u306f\u3001\u753b\u50cf\u306e\u8aac\u660e\u6587\u304b\u672c\u6587\u306b\u5bf8\u6cd5\u306e\u8868\u3092\u7f6e\u304d\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306f\u300c\u5bf8\u6cd5\u306f\u4e0b\u306e\u8868\u3092\u53c2\u7167\u300d\u3068\u3059\u308b\u9078\u629e\u80a2\u3092\u3001\u66f8\u304d\u65b9\u306e\u8868\u306b\u8db3\u3057\u307e\u3059\u3002","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001`\/v1beta\/interactions` \u306e `response_format` \u306b `mime_type: \"application\/json\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"product_code\": \"\",\n  \"images\": [\n    {\n      \"image_no\": 1,\n      \"role\": \"main | angle | detail | size_chart | set_contents | scene | decorative | unknown\",\n      \"alt_text\": \"\",\n      \"caption\": \"\",\n      \"text_in_image\": \"\",\n      \"findings\": [\n        { \"field\": \"width | depth | height | quantity | accessory | color_name | assembly\",\n          \"master_value\": \"\", \"image_value\": \"\",\n          \"level\": \"mismatch | uncertain\", \"box_2d\": [0, 0, 0, 0] }\n      ]\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u898f\u5247\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067 `enum` \u3068 `required` \u3092\u4f7f\u3048\u307e\u3059\u304c\u3001**\u6587\u5b57\u5217\u306e\u9577\u3055\u306e\u4e0a\u9650\uff08`maxLength`\uff09\u306f\u4f7f\u3048\u308b\u9805\u76ee\u306b\u6319\u304c\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u9577\u3055\u306f\u3001Apps Script \u306e\u5074\u3067\u6570\u3048\u307e\u3059\u3002\u76ee\u5b89\u3092\u8d85\u3048\u305f\u3082\u306e\u3001\u4f7f\u308f\u306a\u3044\u8a00\u3044\u56de\u3057\u3092\u542b\u3080\u3082\u306e\u3001`role` \u304c\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u624b\u304c\u304b\u308a\u3068\u9055\u3046\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u306f\u3001**JSON\u3068\u3057\u3066\u6b63\u3057\u304f\u3066\u3082\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5074\u3067\u78ba\u304b\u3081\u308b\u3088\u3046**\u6848\u5185\u3057\u3066\u3044\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u98df\u3044\u9055\u3044\u306e\u6570\u5b57\u3092\u6a5f\u68b0\u3067\u6bd4\u3079\u76f4\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `image_value` \u306b\u5165\u3063\u305f\u5bf8\u6cd5\u3092\u6570\u5024\u306b\u3057\u3066\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3068 Apps Script \u3067\u5f15\u304d\u7b97\u3057\u307e\u3059\u3002**AI\u304c `mismatch` \u3068\u3057\u305f\u306e\u306b\u6570\u5024\u304c\u540c\u3058\u306a\u3089\u3001\u5358\u4f4d\u306e\u53d6\u308a\u9055\u3048\uff08mm \u3068 cm\uff09\u3092\u7591\u3044\u307e\u3059\u3002** AI\u306e\u5224\u5b9a\u3068\u898f\u5247\u306e\u5224\u5b9a\u304c\u5206\u304b\u308c\u305f\u3082\u306e\u306f\u3001\u4e21\u65b9\u3092\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u306b\u4e26\u3079\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u3069\u3053\u3092\u898b\u308c\u3070\u3088\u3044\u304b\u304c\u5206\u304b\u308b\u3053\u3068\u3067\u3059\u3002** `box_2d` \u306f\u3001\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067 `[ymin, xmin, ymax, xmax]` \u306e\u9806\u306b\u3001\u753b\u50cf\u306e\u5927\u304d\u3055\u306b\u5bfe\u3057\u30660\u301c1000\u306b\u6b63\u898f\u5316\u3055\u308c\u305f\u5ea7\u6a19\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u306b\u3001\u753b\u50cf\u306e\u8a72\u5f53\u7b87\u6240\u306e\u4f4d\u7f6e\u3092\u6dfb\u3048\u308c\u3070\u3001\u62c5\u5f53\u306f\u30b5\u30a4\u30ba\u8868\u306e\u3069\u306e\u6570\u5b57\u304b\u3092\u3059\u3050\u306b\u898b\u3064\u3051\u3089\u308c\u307e\u3059\u3002**\n\n\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u51fa\u3059\u5217\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n```\n\u3010\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\uff08\u753b\u50cf\u3054\u3068\uff09\u3011\n| \u5546\u54c1\u30b3\u30fc\u30c9 | \u756a\u53f7 | \u5f79\u5272 | \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6848 | \u8aac\u660e\u6587\u306e\u6848 | \u9577\u3055 | \u5370 | \u98df\u3044\u9055\u3044 | \u63a1\u7528\u3059\u308b\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8 | \u63a1\u7528\u3059\u308b\u8aac\u660e\u6587 |\n| CH-2031 | 5 | size_chart | \u5e4580cm\u3001\u5965\u884c40cm\u3001\u9ad8\u305585cm\u3002\u5f15\u304d\u51fa\u3057\u306e\u5185\u5bf8\u306f\u5e4572cm\u3001\u5965\u884c33cm\u3001\u9ad8\u305517cm | \uff08\u7a7a\uff09 | 46 | | \u5e45\uff1a\u30de\u30b9\u30bf80cm\uff0f\u753b\u50cf81cm | | |\n```","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5546\u54c1\u30de\u30b9\u30bf | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u66f8\u304d | \u72b6\u614b\u3092\u898b\u3066\u3001\u5546\u54c1\u306e\u8a18\u8f09\u3092\u8aad\u3080\u3002\u51e6\u7406\u306e\u72b6\u614b\u3092\u66f8\u304f |\n| \u5171\u6709\u30c9\u30e9\u30a4\u30d6 | Apps Script \u306e Drive \u306e\u6a5f\u80fd | \u753b\u50cf\u306e\u4e00\u89a7\u3068\u4e2d\u8eab\u3092\u8aad\u3080 |\n| Gemini API | Apps Script \u306e URL \u306e\u53d6\u5f97\uff08`\/v1beta\/interactions`\uff09 | \u753b\u50cf\u3068\u8a18\u8f09\u3092\u6e21\u3057\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u53d7\u3051\u53d6\u308b |\n| \u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u51fa\u3057 | \u6848\u3001\u5370\u3001\u98df\u3044\u9055\u3044\u3092\u4e26\u3079\u308b |\n| EC\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762 | \u4eba\u304cCSV\u3092\u53d6\u308a\u8fbc\u3080 | \u63a1\u7528\u3057\u305f\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3068\u8aac\u660e\u6587\u3060\u3051\u3092\u51fa\u3059 |\n\n**EC\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** CSV\u3092\u4f5c\u308b\u306e\u306f\u300c\u63a1\u7528\u3059\u308b\u300d\u306e\u5217\u304c\u57cb\u307e\u3063\u305f\u884c\u3060\u3051\u3067\u3001**\u53d6\u308a\u8fbc\u307f\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u6848\u304c\u305d\u306e\u307e\u307e\u516c\u958b\u3055\u308c\u308b\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5bf8\u6cd5\u3084\u30bb\u30c3\u30c8\u5185\u5bb9\u3082\u66f8\u304d\u63db\u3048\u307e\u305b\u3093\u3002** \u98df\u3044\u9055\u3044\u304c\u898b\u3064\u304b\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u3067\u3059\u3002**AI\u306e\u8aad\u307f\u53d6\u308a\u3067\u30de\u30b9\u30bf\u3092\u4e0a\u66f8\u304d\u3059\u308b\u3068\u3001\u8aad\u307f\u9055\u3044\u304c\u305d\u306e\u307e\u307e\u6b63\u3057\u3044\u5024\u3068\u3057\u3066\u6b8b\u308a\u307e\u3059\u3002**","human_review":"**\u3053\u306e\u69cb\u6210\u3067\u306f\u3001\u516c\u958b\u3059\u308b\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3068\u8aac\u660e\u6587\u3092\u5168\u4ef6\u3001\u4eba\u304c\u63a1\u7528\u3057\u307e\u3059\u3002** AI\u304c\u51fa\u3059\u306e\u306f\u6848\u3068\u98df\u3044\u9055\u3044\u3067\u3001\u4f55\u3092\u8f09\u305b\u308b\u304b\u306f\u6c7a\u3081\u307e\u305b\u3093\u3002\n\n1. **\u98df\u3044\u9055\u3044\u306e\u5370\u304c\u4ed8\u3044\u305f\u5546\u54c1\u3092\u5148\u306b\u898b\u308b** \u2026 `mismatch` \u306f\u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u3068\u30c7\u30b6\u30a4\u30ca\u30fc\u306b\u78ba\u304b\u3081\u3001\u6b63\u3057\u3044\u307b\u3046\u306b\u76f4\u3059\u307e\u3067\u516c\u958b\u3092\u6b62\u3081\u307e\u3059\n2. **\u30b5\u30a4\u30ba\u8868\u3068\u30bb\u30c3\u30c8\u5185\u5bb9\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u898b\u308b** \u2026 \u6570\u5b57\u3068\u500b\u6570\u304c\u753b\u50cf\u3068\u540c\u3058\u304b\u3092\u3001\u753b\u50cf\u3092\u62e1\u5927\u3057\u3066\u78ba\u304b\u3081\u307e\u3059\u3002**\u3053\u3053\u306f\u6d41\u3057\u898b\u3057\u307e\u305b\u3093**\n3. **\u30e1\u30a4\u30f3\u3068\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u8aad\u3080** \u2026 \u4ed8\u5c5e\u3057\u306a\u3044\u5c0f\u7269\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u304b\u3001\u6839\u62e0\u306e\u7121\u3044\u52b9\u80fd\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n4. **\u9577\u3055\u3068\u8a00\u3044\u56de\u3057\u306e\u5370\u3092\u76f4\u3059** \u2026 \u898f\u5247\u3067\u5370\u304c\u4ed8\u3044\u305f\u3082\u306e\u3060\u3051\u3092\u76f4\u3057\u307e\u3059\n5. **\u76f4\u3057\u305f\u5185\u5bb9\u3092\u6b8b\u3059** \u2026 \u6848\u3068\u63a1\u7528\u3057\u305f\u6587\u3092\u4e26\u3079\u3066\u6b8b\u3057\u3001\u66f8\u304d\u65b9\u306e\u8868\u3092\u76f4\u3059\u6750\u6599\u306b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30b5\u30a4\u30ba\u8868\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306f\u3001\u753b\u9762\u3092\u898b\u3089\u308c\u306a\u3044\u4eba\u306b\u3068\u3063\u3066**\u5bf8\u6cd5\u3092\u77e5\u308b\u552f\u4e00\u306e\u624b\u6bb5**\u3067\u3059\u3002\u8aad\u307f\u4e0a\u3052\u3067\u805e\u3044\u305f\u6570\u5b57\u304c\u753b\u50cf\u3068\u9055\u3048\u3070\u3001\u5c4a\u3044\u305f\u5bb6\u5177\u304c\u7f6e\u3051\u307e\u305b\u3093\u3002\n\n**\u76ee\u6a19\u306f\u30011\u70b9\u3042\u305f\u308a5\u5206\u3067\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u753b\u50cf\u306e\u5408\u8a08\u304c20MB\u306b\u8fd1\u3044 | \u524d\u534a\u3068\u5f8c\u534a\u306b\u5206\u3051\u30662\u56de\u3067\u6e21\u3059\u3002\u5f79\u5272\u306f\u5f8c\u3067\u307e\u3068\u3081\u3066\u898b\u76f4\u3059 |\n| \u30c7\u30b6\u30a4\u30f3\u306e\u5143\u30c7\u30fc\u30bf\uff08PSD \u306a\u3069\uff09\u304c\u6df7\u3056\u308b | \u6e21\u3055\u306a\u3044\u3002**\u7e2e\u5c0f\u7248\u306e JPEG \u3092\u7f6e\u3044\u3066\u3082\u3089\u3046** |\n| \u5546\u54c1\u30de\u30b9\u30bf\u306e\u30bb\u30c3\u30c8\u5185\u5bb9\u30fb\u4ed8\u5c5e\u54c1\u304c\u7a7a | \u51e6\u7406\u305b\u305a\u300c\u8981\u5bfe\u5fdc\u300d\u3002**\u300c\u306a\u3057\u300d\u3092\u660e\u8a18\u3057\u3066\u3082\u3089\u3046** |\n| \u30b5\u30a4\u30ba\u8868\u306e\u6570\u5b57\u304c `[\u5224\u8aad\u4e0d\u80fd]` | \u7e2e\u5c0f\u7248\u306e\u89e3\u50cf\u5ea6\u3092\u4e0a\u3052\u308b\u304b\u3001`ultra_high` \u3067\u6e21\u3057\u76f4\u3059\u3002\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3051\u308c\u3070\u4eba\u304c\u66f8\u304f |\n| `role` \u304c\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u624b\u304c\u304b\u308a\u3068\u9055\u3046 | \u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u3067\u76ee\u7acb\u305f\u305b\u3001\u4eba\u304c\u6c7a\u3081\u308b |\n| \u5b50\u3069\u3082\u304c\u5199\u3063\u305f\u753b\u50cf\u304c\u6df7\u3056\u308b | **\u305d\u306e\u5546\u54c1\u306e\u51e6\u7406\u3092\u6b62\u3081\u3001\u62c5\u5f53\u306b\u77e5\u3089\u305b\u308b\u3002** \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306f\u4eba\u304c\u66f8\u304f |\n| Gemini API \u304c\u6df7\u307f\u5408\u3044\u306e\u5fdc\u7b54\u3092\u8fd4\u3057\u305f | \u5c11\u3057\u5f85\u3063\u3066\u518d\u8a66\u884c\u3057\u3001\u7d9a\u3051\u3070\u6b21\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u56de\u3059 |\n| 1\u56de\u306e\u5b9f\u884c\u304c6\u5206\u306b\u8fd1\u3065\u3044\u305f | \u51e6\u7406\u4e2d\u306e\u5546\u54c1\u3067\u6b62\u3081\u3001\u72b6\u614b\u3092\u300c\u753b\u50cf\u305d\u308d\u3044\u300d\u306b\u623b\u3059 |\n| \u69cb\u9020\u5316\u51fa\u529b\u306e\u5024\u304c\u6c7a\u3081\u305f\u7bc4\u56f2\u306e\u5916 | \u305d\u306e\u753b\u50cf\u3092\u300c\u8981\u78ba\u8a8d\u300d\u306b\u3057\u3001\u6848\u3092\u7a7a\u306b\u3059\u308b |\n\n**6\u884c\u76ee\u306f\u3001\u5546\u54c1\u306e\u9078\u3073\u65b9\u3067\u9632\u304e\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u5927\u4eba\u5411\u3051\u306e\u5bb6\u5177\u30fb\u751f\u6d3b\u96d1\u8ca8\u306b\u9650\u308a\u3001\u5b50\u3069\u3082\u306e\u30e2\u30c7\u30eb\u304c\u5199\u308b\u5b50\u3069\u3082\u5411\u3051\u306e\u5546\u54c1\u306f\u5bfe\u8c61\u306b\u3057\u307e\u305b\u3093\u3002**Gemini API \u306e\u898f\u7d04\u306f\u300118\u6b73\u672a\u6e80\u3092\u5bfe\u8c61\u3068\u3059\u308b\u304b\u300118\u6b73\u672a\u6e80\u304c\u5229\u7528\u3057\u3046\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u306e\u5229\u7528\u3092\u8a8d\u3081\u3066\u3044\u307e\u305b\u3093\u3002** API \u3092\u4f7f\u3046\u306e\u306f\u793e\u5185\u306e\u5236\u4f5c\u30c1\u30fc\u30e0\u3060\u3051\u3067\u3059\u304c\u3001\u5b50\u3069\u3082\u306e\u5199\u3063\u305f\u753b\u50cf\u306f\u305d\u3082\u305d\u3082\u6e21\u3055\u306a\u3044\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002","log_storage":"- \u5546\u54c1\u3054\u3068\u306e\u753b\u50cf\u306e\u30d5\u30a1\u30a4\u30ebID\u3068\u3001Gemini API \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\n- \u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3068\u3001\u66f8\u304d\u65b9\u306e\u8868\u306e\u7248\n- **AI\u306e\u6848\u3068\u3001\u4eba\u304c\u63a1\u7528\u3057\u305f\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u30fb\u8aac\u660e\u6587** \u2026 \u76f4\u3057\u305f\u7b87\u6240\u304c\u5206\u304b\u308b\u5f62\u3067\n- \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3068\u3001**\u3069\u3061\u3089\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u306e\u7d50\u8ad6\u3001\u76f4\u3057\u305f\u4eba\u3068\u65e5\u6642**\n- \u53d6\u308a\u8fbc\u307f\u7528\u306eCSV\u3068\u3001\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\n\n**4\u884c\u76ee\u306f\u3001\u4ed5\u69d8\u306e\u5909\u66f4\u306e\u4f1d\u308f\u308a\u65b9\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u753b\u50cf\u306e\u5074\u304c\u53e4\u304b\u3063\u305f\u4ef6\u6570\u304c\u591a\u3051\u308c\u3070\u3001\u4ed5\u69d8\u306e\u5909\u66f4\u3092\u30c7\u30b6\u30a4\u30ca\u30fc\u306b\u77e5\u3089\u305b\u308b\u624b\u9806\u304c\u629c\u3051\u3066\u3044\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4f4e","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":240,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":15,"after_minutes_per_case":5,"hourly_cost":3000,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1440000,"summary":"\u65b0\u3057\u304f\u8f09\u305b\u308b\u5546\u54c1\u306e\u753b\u50cf\u30921\u70b9\u5206\u307e\u3068\u3081\u3066AI\u306b\u898b\u305b\u3001\u753b\u50cf\u3054\u3068\u306b\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\uff08alt\uff09\u3068\u753b\u50cf\u306e\u8aac\u660e\u6587\u306e\u6848\u3092\u4f5c\u308a\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u304c\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3068\u98df\u3044\u9055\u3046\u70b9\u3092\u3001\u63b2\u8f09\u306e\u524d\u306b\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u304c\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306b\u5546\u54c1\u540d\u30fb\u30ab\u30c6\u30b4\u30ea\u30fb\u5bf8\u6cd5\u30fb\u7d20\u6750\u30fb\u8272\u306e\u540d\u524d\u30fb\u30bb\u30c3\u30c8\u5185\u5bb9\u30fb\u4ed8\u5c5e\u54c1\u3092\u5165\u308c\u308b\n2. \u64ae\u5f71\u3068\u30c7\u30b6\u30a4\u30f3\u306e\u30c1\u30fc\u30e0\u304c\u3001\u753b\u50cf\u3092\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u5546\u54c1\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f\n3. \u5236\u4f5c\u30c1\u30fc\u30e0\u306e\u62c5\u5f53\u304c\u753b\u50cf\u30921\u679a\u305a\u3064\u958b\u304d\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u66f8\u3044\u3066\u3001\u53d6\u308a\u8fbc\u307f\u7528\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u5165\u308c\u308b\n4. \u5546\u54c1\u30da\u30fc\u30b8\u306e\u753b\u50cf\u306e\u4e0b\u306b\u6dfb\u3048\u308b\u8aac\u660e\u6587\uff08\u300c\u5929\u677f\u306f\u50b7\u306e\u3064\u304d\u306b\u304f\u3044\u52a0\u5de5\u3067\u3059\u300d\u306a\u3069\uff09\u3092\u66f8\u304f\n5. \u30b5\u30a4\u30ba\u8868\u306e\u753b\u50cf\u306e\u6570\u5b57\u3092\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5bf8\u6cd5\u3068\u898b\u6bd4\u3079\u308b\uff08\u6c17\u3065\u3044\u305f\u3068\u304d\u3060\u3051\uff09\n6. \u53d6\u308a\u8fbc\u307f\u7528\u306eCSV\u3092\u4f5c\u308a\u3001EC\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u306b\u53d6\u308a\u8fbc\u3093\u3067\u3001\u516c\u958b\u524d\u306e\u753b\u9762\u3092\u78ba\u304b\u3081\u308b\n\n**\uff08a\uff09\u679a\u6570\u304c\u591a\u304f\u3066\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u304c\u5f8c\u56de\u3057\u306b\u306a\u308b\u3002** 1\u70b98\u679a\u306a\u3089\u3001240\u70b9\u3067\u67082,000\u679a\u8fd1\u304f\u306b\u306a\u308a\u307e\u3059\u3002**\u516c\u958b\u65e5\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u5546\u54c1\u304b\u3089\u9806\u306b\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u7a7a\u306e\u307e\u307e\u51fa\u3059\u5224\u65ad\u304c\u7d9a\u3044\u3066\u304d\u307e\u3057\u305f\u3002**\n\n**\uff08b\uff09\u66f8\u304f\u4eba\u3067\u8cea\u304c\u3070\u3089\u3064\u304f\u3002** 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**\u3010\u4eba\u3011** \u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u304c\u5546\u54c1\u30de\u30b9\u30bf\u3092\u5165\u308c\u3001\u64ae\u5f71\u3068\u30c7\u30b6\u30a4\u30f3\u306e\u30c1\u30fc\u30e0\u304c\u753b\u50cf\u3092\u5546\u54c1\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304d\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u72b6\u614b\u3092\u300c\u753b\u50cf\u305d\u308d\u3044\u300d\u306b\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** Google Apps Script \u304c\u5b9a\u6642\u306b\u5546\u54c1\u30de\u30b9\u30bf\u3092\u898b\u3066\u3001\u300c\u753b\u50cf\u305d\u308d\u3044\u300d\u306e\u5546\u54c1\u3092\u6570\u70b9\u305a\u3064\u51e6\u7406\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u5546\u54c1\u306e\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u753b\u50cf\u306e\u4e00\u89a7\u3092\u53d6\u308a\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u6c7a\u307e\u308a\u3067\u753b\u50cf\u306e\u4e26\u3073\u9806\u3092\u4ed8\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3068\u753b\u50cf\u30921\u70b9\u5206\u307e\u3068\u3081\u3066 Gemini API \u306b\u6e21\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u753b\u50cf\u3054\u3068\u306b\u3001\u5f79\u5272\uff08\u30e1\u30a4\u30f3\uff0f\u89d2\u5ea6\u9055\u3044\uff0f\u7d30\u90e8\uff0f\u30b5\u30a4\u30ba\u8868\uff0f\u30bb\u30c3\u30c8\u5185\u5bb9\uff0f\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\uff0f\u88c5\u98fe\uff09\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6848\u3001\u8aac\u660e\u6587\u306e\u6848\u3001\u753b\u50cf\u306e\u4e2d\u306e\u6587\u5b57\u3001\u5546\u54c1\u30de\u30b9\u30bf\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u53d7\u3051\u53d6\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u9577\u3055\u3001\u6c7a\u3081\u305f\u8a00\u3044\u56de\u3057\u306e\u6709\u7121\u3001\u98df\u3044\u9055\u3044\u306e\u6570\u5b57\u306e\u66f8\u5f0f\u3092\u898f\u5247\u3067\u78ba\u304b\u3081\u308b\n7. **\u3010\u81ea\u52d5\u3011** 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\u62c5\u5f53\u304cCSV\u3092\u7ba1\u7406\u753b\u9762\u306b\u53d6\u308a\u8fbc\u307f\u3001\u516c\u958b\u524d\u306e\u753b\u9762\u3092\u78ba\u304b\u3081\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4eba\u306f\u767d\u7d19\u304b\u3089\u66f8\u304f\u306e\u3067\u306f\u306a\u304f\u3001**\u5f79\u5272\u3054\u3068\u306b\u305d\u308d\u3063\u305f\u6848\u3092\u8aad\u3093\u3067\u76f4\u3057\u307e\u3059\u3002** \u5168\u90e8\u3092\u66f8\u304d\u76f4\u3059\u8a2d\u8a08\u306b\u3059\u308b\u3068\u6642\u9593\u306f\u307b\u3068\u3093\u3069\u6e1b\u3089\u305a\u3001\u6848\u3092\u305d\u306e\u307e\u307e\u6d41\u3059\u8a2d\u8a08\u306b\u3059\u308b\u3068\u8aa4\u308a\u304c\u516c\u958b\u3055\u308c\u307e\u3059\u3002\n\n**9\u756a\u76ee\u3067\u300c\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u300d\u3092\u4eba\u304c\u6c7a\u3081\u308b\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** AI\u304c\u898b\u3064\u3051\u308b\u306e\u306f\u300c\u9055\u3046\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3001**\u6b63\u3057\u3044\u306e\u304c\u5546\u54c1\u30de\u30b9\u30bf\u304b\u753b\u50cf\u304b\u306f\u3001\u4ed5\u69d8\u3092\u77e5\u308b\u4eba\u306b\u3057\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u304c\u5546\u54c1\u30de\u30b9\u30bf\u3092\u5165\u308c\u3001\u64ae\u5f71\u3068\u30c7\u30b6\u30a4\u30f3\u306e\u30c1\u30fc\u30e0\u304c\u753b\u50cf\u3092\u5546\u54c1\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304d\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u72b6\u614b\u3092\u300c\u753b\u50cf\u305d\u308d\u3044\u300d\u306b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** Google Apps Script 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\u5236\u4f5c\u30c1\u30fc\u30e0\u306e\u62c5\u5f53\u304c\u3001\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u3067\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3068\u8aac\u660e\u6587\u3092\u76f4\u3057\u3001\u63a1\u7528\u3059\u308b","**\u3010\u4eba\u3011** \u98df\u3044\u9055\u3044\u306e\u5370\u304c\u4ed8\u3044\u305f\u5546\u54c1\u306f\u3001\u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u3068\u30c7\u30b6\u30a4\u30ca\u30fc\u306b\u78ba\u304b\u3081\u3001\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u6c7a\u3081\u3066\u76f4\u3059","**\u3010\u81ea\u52d5\u3011** \u63a1\u7528\u3057\u305f\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3068\u8aac\u660e\u6587\u304b\u3089\u3001\u53d6\u308a\u8fbc\u307f\u7528\u306eCSV\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u304cCSV\u3092\u7ba1\u7406\u753b\u9762\u306b\u53d6\u308a\u8fbc\u307f\u3001\u516c\u958b\u524d\u306e\u753b\u9762\u3092\u78ba\u304b\u3081\u308b"],"architecture":"```\n\u5546\u54c1\u30de\u30b9\u30bf\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09\uff1a\u5546\u54c1\u540d\u30fb\u30ab\u30c6\u30b4\u30ea\u30fb\u5bf8\u6cd5\u30fb\u7d20\u6750\u30fb\u8272\u306e\u540d\u524d\u30fb\u30bb\u30c3\u30c8\u5185\u5bb9\u30fb\u4ed8\u5c5e\u54c1\n\u753b\u50cf\uff1a\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u5546\u54c1\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\uff08\u63b2\u8f09\u7528\u306e\u7e2e\u5c0f\u7248\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5546\u54c1\u30de\u30b9\u30bf\u306e\u72b6\u614b\u304c\u300c\u753b\u50cf\u305d\u308d\u3044\u300d\uff0815\u5206\u3054\u3068\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u691c\u77e5\uff09\nGoogle Apps Script\n   \u251c\u2500\u2500\u25b6 \u30d5\u30a9\u30eb\u30c0\u306e\u753b\u50cf\u306e\u4e00\u89a7\u3068\u4e26\u3073\u9806\n   \u25bc\nGemini API\uff08\u5546\u54c11\u70b9\u306e\u753b\u50cf\u3092\u307e\u3068\u3081\u30661\u56de\u3067\uff09\n   \u2502   \u753b\u50cf\u306e\u5f79\u5272\uff0f\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6848\uff0f\u8aac\u660e\u6587\u306e\u6848\uff0f\u753b\u50cf\u306e\u4e2d\u306e\u6587\u5b57\n   \u2502   \u5546\u54c1\u30de\u30b9\u30bf\u3068\u306e\u98df\u3044\u9055\u3044\uff08\u9805\u76ee\u30fb\u30de\u30b9\u30bf\u306e\u5024\u30fb\u753b\u50cf\u306e\u5024\u30fb\u753b\u50cf\u306e\u756a\u53f7\uff09\n   \u25bc\nGoogle Apps Script \u2500\u2500 \u9577\u3055\u30fb\u8a00\u3044\u56de\u3057\u30fb\u6570\u5b57\u306e\u66f8\u5f0f\u306e\u78ba\u8a8d\n   \u25bc\n\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09\n   \u25bc\u3010\u5236\u4f5c\u30c1\u30fc\u30e0\u304c\u76f4\u3057\u3066\u63a1\u7528\uff0f\u98df\u3044\u9055\u3044\u306f\u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u3068\u30c7\u30b6\u30a4\u30ca\u30fc\u304c\u6c7a\u3081\u308b\u3011\n\u53d6\u308a\u8fbc\u307f\u7528\u306eCSV \u2500\u2500\u25b6 EC\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\uff08\u4eba\u304c\u53d6\u308a\u8fbc\u3080\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u51e6\u7406 | Gemini API\uff08\u753b\u50cf\u306e\u5f79\u5272\u306e\u898b\u5206\u3051\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3068\u8aac\u660e\u6587\u306e\u6848\u3001\u753b\u50cf\u306e\u4e2d\u306e\u6587\u5b57\u3001\u5546\u54c1\u30de\u30b9\u30bf\u3068\u306e\u98df\u3044\u9055\u3044\uff09 | Claude API\u3001OpenAI API |\n| \u9023\u643a | Google Apps Script\uff08\u5b9a\u6642\u306e\u5b9f\u884c\u3001\u753b\u50cf\u306e\u4e00\u89a7\u3001\u898f\u5247\u306b\u3088\u308b\u78ba\u8a8d\u3001\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u3068CSV\u306e\u4f5c\u6210\uff09 | Make\u3001Power Automate |\n| \u4fdd\u7ba1 | Google \u30c9\u30e9\u30a4\u30d6\uff08\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u5546\u54c1\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\uff09 | Microsoft OneDrive\u3001Dropbox |\n| \u53f0\u5e33 | Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff08\u5546\u54c1\u30de\u30b9\u30bf\u3068\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\uff09 | Microsoft Lists |\n\n**\u65b0\u3057\u304f\u8db3\u3059\u306e\u306f\u3001Gemini API \u306e\u5229\u7528\u3068 Apps Script \u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3051\u3067\u3059\u3002** EC\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u306b\u306f\u66f8\u304d\u8fbc\u307e\u305a\u3001\u3053\u308c\u307e\u3067\u3068\u540c\u3058CSV\u306e\u53d6\u308a\u8fbc\u307f\u3092\u4eba\u304c\u884c\u3044\u307e\u3059\u3002\n\n**\u753b\u50cf\u3092\u8aad\u3080\u306e\u306f Gemini API \u3067\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**PNG\u30fbJPEG\u30fbWEBP\u30fbHEIC\u30fbHEIF \u306e\u753b\u50cf\u3092\u53d7\u3051\u4ed8\u3051\u3001\u753b\u50cf\u3092\u76f4\u63a5\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u5165\u308c\u308b\u5834\u5408\u306f\u3001\u6307\u793a\u306a\u3069\u3068\u5408\u308f\u305b\u305f\u30ea\u30af\u30a8\u30b9\u30c8\u5168\u4f53\u304c20MB\u307e\u3067**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**1\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u5165\u308c\u3089\u308c\u308b\u753b\u50cf\u306f3,600\u679a\u307e\u3067**\u306a\u306e\u3067\u3001\u5546\u54c11\u70b9\u306e6\u301c10\u679a\u30921\u56de\u3067\u6e21\u3057\u3001\u753b\u50cf\u3069\u3046\u3057\u306e\u95a2\u4fc2\uff08\u3069\u308c\u304c\u30e1\u30a4\u30f3\u3067\u3001\u3069\u308c\u304c\u7d30\u90e8\u304b\uff09\u3092\u898b\u306a\u304c\u3089\u5f79\u5272\u3092\u6c7a\u3081\u3055\u305b\u3089\u308c\u307e\u3059\u3002\n\n**\u30b5\u30a4\u30ba\u8868\u306e\u753b\u50cf\u306e\u5c0f\u3055\u306a\u6570\u5b57\u306f\u3001\u753b\u50cf\u306e\u89e3\u50cf\u5ea6\u306e\u8a2d\u5b9a\u3067\u8aad\u307f\u3084\u3059\u3055\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u753b\u50cf1\u679a\u306b\u5272\u308a\u5f53\u3066\u308b\u30c8\u30fc\u30af\u30f3\u3092 `low`\u30fb`medium`\u30fb`high`\u30fb`ultra_high` \u304b\u3089\u9078\u3079\u3001Gemini 3 \u4ee5\u964d\u3067 `high` \u306f1120\u30c8\u30fc\u30af\u30f3\u3068\u3055\u308c\u3001**\u591a\u304f\u306e\u753b\u50cf\u306e\u5206\u6790\u306b\u306f `high` \u304c\u52e7\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002** Interactions \u306e\u66f8\u304d\u65b9\u3067\u306f\u3001\u753b\u50cf\u306e\u9805\u76ee\u3054\u3068\u306b `resolution` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u30b5\u30a4\u30ba\u8868\u3068\u30bb\u30c3\u30c8\u5185\u5bb9\u306e\u753b\u50cf\u3060\u3051\u3092 `high` \u306b\u3001\u307b\u304b\u306e\u5199\u771f\u3092 `medium` \u306b**\u3059\u308b\u3068\u3001\u6570\u5b57\u3092\u8aad\u3080\u7cbe\u5ea6\u3068\u8cbb\u7528\u306e\u91e3\u308a\u5408\u3044\u304c\u53d6\u308c\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u5546\u54c1\u30de\u30b9\u30bf\u306e\u72b6\u614b\u304c\u300c\u753b\u50cf\u305d\u308d\u3044\u300d\u306b\u306a\u3063\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u753b\u50cf\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u306e\u8ffd\u52a0\u30921\u679a\u305a\u3064\u62fe\u3046\u3068\u3001\u30c7\u30b6\u30a4\u30ca\u30fc\u304c\u30b5\u30a4\u30ba\u8868\u306e\u753b\u50cf\u3092\u5f8c\u304b\u3089\u7f6e\u3044\u305f\u3068\u304d\u306b\u3001\u30b5\u30a4\u30ba\u8868\u306e\u7121\u3044\u72b6\u614b\u3067\u5f79\u5272\u3092\u6c7a\u3081\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\u753b\u50cf\u304c\u5168\u90e8\u7f6e\u304b\u308c\u305f\u6642\u70b9\u3092\u3001\u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u304c\u72b6\u614b\u3067\u77e5\u3089\u305b\u308b**\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002\n\n**Apps Script \u309215\u5206\u3054\u3068\u306e\u5b9a\u6642\u5b9f\u884c\u3067\u52d5\u304b\u3057\u3001\u72b6\u614b\u3092\u898b\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**1\u56de\u306e\u5b9f\u884c\u304c6\u5206\u307e\u3067\u3001Google Workspace \u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u5b9a\u6642\u5b9f\u884c\u306e\u5408\u8a08\u304c1\u65e56\u6642\u9593\u3001URL \u306e\u53d6\u5f97\uff08\u5916\u90e8\u306e API \u306e\u547c\u3073\u51fa\u3057\uff09\u304c1\u65e510\u4e07\u56de\u307e\u3067**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5546\u54c11\u70b9\u306e\u547c\u3073\u51fa\u3057\u306f\u6570\u5341\u79d2\u3067\u7d42\u308f\u308b\u60f3\u5b9a\u306a\u306e\u3067\u3001**1\u56de\u306e\u5b9f\u884c\u30675\u70b9\u307e\u3067\u51e6\u7406\u3057\u30016\u5206\u306b\u8fd1\u3065\u3044\u305f\u3089\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3057\u307e\u3059\u3002** \u6708240\u70b9\u30011\u65e5\u3042\u305f\u308a\u5341\u6570\u70b9\u306a\u3089\u3001\u4e0a\u9650\u306b\u306f\u5c4a\u304d\u307e\u305b\u3093\u3002\n\n**\u51e6\u7406\u3092\u59cb\u3081\u305f\u5546\u54c1\u306f\u3001\u72b6\u614b\u3092\u300c\u51e6\u7406\u4e2d\u300d\u306b\u5909\u3048\u3001\u4e8c\u91cd\u306b\u51e6\u7406\u3057\u307e\u305b\u3093\u3002** \u7d42\u308f\u3063\u305f\u3089\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u3001\u5931\u6557\u3057\u305f\u3089\u300c\u8981\u5bfe\u5fdc\u300d\u306b\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5546\u54c1\u306e\u753b\u50cf | \u63b2\u8f09\u7528\u306e\u7e2e\u5c0f\u7248\uff08\u9577\u8fba1,600\u30d4\u30af\u30bb\u30eb\u306e JPEG\uff09\u3002\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u4e26\u3073\u9806\u306e\u756a\u53f7 | \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u5546\u54c1\u306e\u30d5\u30a9\u30eb\u30c0 |\n| \u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09 | \u5546\u54c1\u540d\u3001\u30ab\u30c6\u30b4\u30ea\u3001\u5bf8\u6cd5\uff08\u5e45\u30fb\u5965\u884c\u30fb\u9ad8\u3055\uff09\u3001\u91cd\u3055\u3001\u7d20\u6750\u3001\u8272\u306e\u540d\u524d\u3001\u30bb\u30c3\u30c8\u5185\u5bb9\u3001\u4ed8\u5c5e\u54c1\u3001\u7d44\u307f\u7acb\u3066\u306e\u8981\u5426 | \u5546\u54c1\u30de\u30b9\u30bf |\n| \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6c7a\u307e\u308a | \u5f79\u5272\u3054\u3068\u306e\u66f8\u304d\u65b9\u3001\u9577\u3055\u306e\u76ee\u5b89\u3001\u4f7f\u308f\u306a\u3044\u8a00\u3044\u56de\u3057 | \u5236\u4f5c\u30c1\u30fc\u30e0\u304c\u7528\u610f\u3059\u308b\u66f8\u304d\u65b9\u306e\u8868 |\n| \u5546\u54c1\u30da\u30fc\u30b8\u306e\u672c\u6587 | \u5546\u54c1\u306e\u8aac\u660e\u6587\uff08\u753b\u50cf\u306e\u8aac\u660e\u6587\u3068\u91cd\u306d\u306a\u3044\u305f\u3081\uff09 | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u8aac\u660e\u6587\u306e\u5217 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u30012\u884c\u76ee\u30683\u884c\u76ee\u3067\u3059\u3002** \u5546\u54c1\u30de\u30b9\u30bf\u306e\u30bb\u30c3\u30c8\u5185\u5bb9\u3068\u4ed8\u5c5e\u54c1\u306e\u5217\u304c\u7a7a\u306a\u3089\u3001\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306b\u5199\u3063\u305f\u5c0f\u7269\u304c\u4ed8\u5c5e\u3059\u308b\u306e\u304b\u3057\u306a\u3044\u306e\u304b\u3092\u3001AI\u306f\u6bd4\u3079\u3088\u3046\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u300c\u4ed8\u5c5e\u54c1\uff1a\u306a\u3057\u300d\u3068\u660e\u8a18\u3059\u308b**\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002\u7a7a\u6b04\u3068\u300c\u306a\u3057\u300d\u3092\u533a\u5225\u3057\u306a\u3044\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u5224\u5b9a\u304c\u3067\u304d\u307e\u305b\u3093\u3002\n\n**4\u884c\u76ee\u3092\u6e21\u3059\u306e\u306f\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306b\u672c\u6587\u3068\u540c\u3058\u3053\u3068\u3092\u66f8\u304b\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** W3C \u306e\u89e3\u8aac\u306f\u3001\u753b\u50cf\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306f\u898b\u305f\u76ee\u3092\u305d\u306e\u307e\u307e\u63cf\u5199\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001**\u753b\u50cf\u304c\u4f1d\u3048\u3066\u3044\u308b\u610f\u5473\u3092\u4f1d\u3048\u308b\u3082\u306e**\u3068\u3057\u3001\u5468\u308a\u306e\u6587\u7ae0\u304c\u3059\u3067\u306b\u8aac\u660e\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u7e70\u308a\u8fd4\u3055\u306a\u304f\u3066\u3088\u3044\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u672c\u6587\u306b\u300c\u5929\u7136\u6728\u306e\u7a81\u304d\u677f\u300d\u3068\u66f8\u3044\u3066\u3042\u308b\u306a\u3089\u3001\u7d30\u90e8\u306e\u5199\u771f\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3067\u7d20\u6750\u3092\u9577\u3005\u3068\u66f8\u304f\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n```\n\u3010\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u66f8\u304d\u65b9\u306e\u8868\uff08\u4f8b\uff09\u3011\n\u30e1\u30a4\u30f3 \u2026\u2026\u2026 \u5546\u54c1\u540d\u306e\u7a2e\u985e\u3068\u3001\u3044\u3061\u3070\u3093\u306e\u7279\u5fb4\u30921\u6587\u3067\uff08\u4f8b\uff1a3\u6bb5\u306e\u5f15\u304d\u51fa\u3057\u304c\u4ed8\u3044\u305f\u6728\u76ee\u306e\u30c1\u30a7\u30b9\u30c8\uff09\n\u89d2\u5ea6\u9055\u3044 \u2026\u2026 \u3069\u3053\u304b\u3089\u898b\u305f\u304b\u3001\u4f55\u304c\u5206\u304b\u308b\u304b\uff08\u4f8b\uff1a\u30c1\u30a7\u30b9\u30c8\u306e\u80cc\u9762\u3002\u58c1\u306b\u5bc4\u305b\u3089\u308c\u308b\u5e73\u3089\u306a\u677f\uff09\n\u7d30\u90e8 \u2026\u2026\u2026\u2026 \u4f55\u306e\u90e8\u5206\u306e\u5bc4\u308a\u304b\uff08\u4f8b\uff1a\u5f15\u304d\u51fa\u3057\u306e\u53d6\u3063\u624b\u3002\u6307\u3092\u304b\u3051\u308b\u6e9d\u304c\u3042\u308b\uff09\n\u30b5\u30a4\u30ba\u8868 \u2026\u2026 \u753b\u50cf\u306e\u4e2d\u306e\u5bf8\u6cd5\u3092\u3059\u3079\u3066\u6587\u7ae0\u3067\uff08\u4f8b\uff1a\u5e4580cm\u3001\u5965\u884c40cm\u3001\u9ad8\u305585cm\u3002\u5f15\u304d\u51fa\u3057\u306e\u5185\u5bf8\u306f\u2026\uff09\n\u30bb\u30c3\u30c8\u5185\u5bb9 \u2026 \u542b\u307e\u308c\u308b\u3082\u306e\u3092\u6570\u3068\u3068\u3082\u306b\u3059\u3079\u3066\n\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8 \u2026 \u3069\u3093\u306a\u90e8\u5c4b\u3067\u3069\u3046\u4f7f\u3063\u3066\u3044\u308b\u304b\u3002\u4ed8\u5c5e\u3057\u306a\u3044\u5c0f\u7269\u306f\u66f8\u304b\u306a\u3044\n\u88c5\u98fe \u2026\u2026\u2026\u2026 \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u7a7a\u306b\u3059\u308b\n\u4f7f\u308f\u306a\u3044\u8a00\u3044\u56de\u3057\uff1a\u300c\u301c\u306e\u753b\u50cf\u300d\u300c\u301c\u306e\u5199\u771f\u300d\u300c\u5546\u54c1\u753b\u50cf\u300d\u300c\u304a\u3057\u3083\u308c\u306a\u300d\u300c\u4eba\u6c17\u306e\u300d\n```\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u753b\u50cf\u306e\u4e00\u89a7\u3068\u4e26\u3073\u9806 | Apps Script \u306e Drive \u306e\u6a5f\u80fd\u3067\u5546\u54c1\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u8aad\u3080 | \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u756a\u53f7\u3067\u4e26\u3079\u3001\u753b\u50cf\u306e\u756a\u53f7\u3092\u4ed8\u3051\u308b |\n| \u753b\u50cf\u306e\u4e2d\u8eab | \u7e2e\u5c0f\u7248\u306e\u30d5\u30a1\u30a4\u30eb | Gemini API \u306b\u76f4\u63a5\u5165\u308c\u308b |\n| \u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u5546\u54c1\u306e\u884c | \u6307\u793a\u306b\u57cb\u3081\u8fbc\u3080 |\n| \u66f8\u304d\u65b9\u306e\u8868 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u5225\u306e\u30b7\u30fc\u30c8 | \u6307\u793a\u306b\u57cb\u3081\u8fbc\u3080 |\n\n**\u753b\u50cf\u306f\u63b2\u8f09\u7528\u306e\u7e2e\u5c0f\u7248\u3092\u6e21\u3057\u307e\u3059\u3002** \u64ae\u5f71\u3057\u305f\u307e\u307e\u306e\u753b\u50cf\u306f1\u679a\u306710MB\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u3001**8\u679a\u307e\u3068\u3081\u308b\u306820MB\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u4e0a\u9650\u3092\u8d85\u3048\u307e\u3059\u3002** EC\u30b5\u30a4\u30c8\u306b\u8f09\u305b\u308b\u306e\u306f\u7e2e\u5c0f\u7248\u306a\u306e\u3067\u3001\u8aad\u307f\u4e0a\u3052\u3067\u4f1d\u3048\u308b\u3079\u304d\u5185\u5bb9\u3082\u7e2e\u5c0f\u7248\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u30028\u679a\u306e\u7e2e\u5c0f\u7248\u306e\u5408\u8a08\u304c\u4e0a\u9650\u306b\u8fd1\u3065\u304f\u5546\u54c1\u306f\u30012\u56de\u306b\u5206\u3051\u3066\u6e21\u3057\u307e\u3059\u3002\n\n**\u753b\u50cf\u306e\u756a\u53f7\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u6c7a\u307e\u308a\u3067\u4ed8\u3051\u307e\u3059\u3002** `<\u5546\u54c1\u30b3\u30fc\u30c9>_01_main.jpg`\u3001`_05_size.jpg` \u306e\u3088\u3046\u306b\u3001**\u756a\u53f7\u3068\u5f79\u5272\u306e\u624b\u304c\u304b\u308a\u3092\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5165\u308c\u3066\u304a\u304d\u307e\u3059\u3002** AI\u304c\u6c7a\u3081\u308b\u5f79\u5272\u3068\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u624b\u304c\u304b\u308a\u304c\u9055\u3063\u305f\u3068\u304d\u306f\u3001\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u3067\u76ee\u7acb\u305f\u305b\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u30d5\u30a1\u30a4\u30eb\u306e\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u30fbPNG\u30fbWEBP \u4ee5\u5916\uff08PSD\u3001AI \u306a\u3069\u306e\u30c7\u30b6\u30a4\u30f3\u306e\u5143\u30c7\u30fc\u30bf\uff09\u306f\u6e21\u3055\u305a\u3001\u4ef6\u6570\u3092\u5099\u8003\u306b\u66f8\u304d\u307e\u3059\n2. **\u753b\u50cf\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u5408\u8a08\u304c20MB\u306b\u8fd1\u3065\u304f\u5546\u54c1\u306f\u3001\u524d\u534a\u3068\u5f8c\u534a\u306b\u5206\u3051\u30662\u56de\u3067\u6e21\u3057\u307e\u3059\n3. **\u753b\u50cf\u306e\u5411\u304d** \u2026 \u6a2a\u306b\u5012\u308c\u305f\u753b\u50cf\u306f\u5411\u304d\u3092\u76f4\u3057\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3082\u3001\u56de\u8ee2\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u52e7\u3081\u3066\u3044\u307e\u3059\n4. **\u4e26\u3073\u9806** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306e\u756a\u53f7\u3067\u4e26\u3079\u30011\u304b\u3089\u632f\u308a\u76f4\u3057\u307e\u3059\n5. **\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5fc5\u9808\u306e\u5217\u306e\u78ba\u8a8d** \u2026 \u5bf8\u6cd5\u3001\u30bb\u30c3\u30c8\u5185\u5bb9\u3001\u4ed8\u5c5e\u54c1\u306e\u3069\u308c\u304b\u304c\u7a7a\u306a\u3089\u3001\u51e6\u7406\u305b\u305a\u300c\u8981\u5bfe\u5fdc\u300d\u306b\u3057\u307e\u3059\n6. **\u4eba\u304c\u5199\u3063\u305f\u753b\u50cf\u306e\u78ba\u8a8d** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u306b `model` \u304c\u4ed8\u304f\u753b\u50cf\u306f\u3001\u5927\u4eba\u306e\u30e2\u30c7\u30eb\u3060\u3051\u3067\u3042\u308b\u3053\u3068\u3092\u64ae\u5f71\u306e\u8a18\u9332\u3067\u78ba\u304b\u3081\u305f\u5546\u54c1\u306b\u9650\u3063\u3066\u6e21\u3057\u307e\u3059\n\n**5\u756a\u76ee\u304c\u3001\u98df\u3044\u9055\u3044\u306e\u5224\u5b9a\u306e\u524d\u63d0\u3067\u3059\u3002** \u5546\u54c1\u30de\u30b9\u30bf\u304c\u7a7a\u306e\u9805\u76ee\u306f\u3001\u753b\u50cf\u3068\u6bd4\u3079\u3088\u3046\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u7a7a\u306e\u307e\u307e\u6e21\u3059\u3068\u3001AI\u306f\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3092\u6b63\u3057\u3044\u3068\u3057\u3066\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u66f8\u304d\u3001\u98df\u3044\u9055\u3044\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u753b\u50cf\u3054\u3068\u306b\u300c\u4f55\u306e\u5f79\u5272\u306e\u753b\u50cf\u304b\u300d\u3092\u6c7a\u3081\u3001\u305d\u306e\u5f79\u5272\u306b\u5408\u3063\u305f\u6587\u7ae0\u306e\u6848\u3092\u4f5c\u308a\u3001\u753b\u50cf\u306e\u4e2d\u8eab\u3068\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3092\u6bd4\u3079\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u898b\u308b\u3082\u306e | \u898b\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u753b\u50cf\u306e\u5f79\u5272 | main\uff0fangle\uff0fdetail\uff0fsize_chart\uff0fset_contents\uff0fscene\uff0fdecorative | \u8ff7\u3048\u3070 `unknown` \u306b\u3057\u3001\u4eba\u304c\u6c7a\u3081\u308b |\n| \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6848 | \u66f8\u304d\u65b9\u306e\u8868\u306b\u6cbf\u3063\u3066\u3001\u5f79\u5272\u3054\u3068\u306b\u5fc5\u8981\u306a\u3053\u3068\u3092\u66f8\u304f | \u5f79\u5272\u304c `unknown` \u306a\u3089\u7a7a\u306b\u3059\u308b |\n| \u753b\u50cf\u306e\u8aac\u660e\u6587\u306e\u6848 | \u5546\u54c1\u30da\u30fc\u30b8\u306e\u753b\u50cf\u306e\u4e0b\u306b\u6dfb\u3048\u308b1\u301c2\u6587\u3002\u672c\u6587\u3068\u91cd\u306d\u306a\u3044 | \u66f8\u304f\u3053\u3068\u304c\u7121\u3051\u308c\u3070\u7a7a\u306b\u3059\u308b |\n| \u753b\u50cf\u306e\u4e2d\u306e\u6587\u5b57 | \u30b5\u30a4\u30ba\u8868\u30fb\u30bb\u30c3\u30c8\u5185\u5bb9\u306a\u3069\u306e\u6587\u5b57\u3092\u3001\u8aad\u3081\u305f\u5206\u3060\u3051\u5199\u3059 | \u8aad\u3081\u306a\u3044\u6587\u5b57\u306f `[\u5224\u8aad\u4e0d\u80fd]` |\n| \u5546\u54c1\u30de\u30b9\u30bf\u3068\u306e\u98df\u3044\u9055\u3044 | \u5bf8\u6cd5\u3001\u500b\u6570\u3001\u4ed8\u5c5e\u54c1\u3001\u8272\u306e\u540d\u524d\u3001\u7d44\u307f\u7acb\u3066\u306e\u8981\u5426 | \u5224\u65ad\u3067\u304d\u306a\u3051\u308c\u3070 `uncertain` |\n\n**\u98df\u3044\u9055\u3044\u3092\u300c\u9055\u3046\u300d\u300c\u9055\u3046\u304a\u305d\u308c\u300d\u300c\u5224\u65ad\u3067\u304d\u306a\u3044\u300d\u306b\u5206\u3051\u308b\u306e\u304c\u3001\u3053\u306e\u8868\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u70b9\u3067\u3059\u3002** \u30b5\u30a4\u30ba\u8868\u306e\u6570\u5b57\u304c\u306f\u3063\u304d\u308a\u8aad\u3081\u3066\u5546\u54c1\u30de\u30b9\u30bf\u3068\u9055\u3046\u306a\u3089 `mismatch`\u3001\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306e\u5c0f\u7269\u304c\u4ed8\u5c5e\u54c1\u306a\u306e\u304b\u6f14\u51fa\u306a\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u306a\u3089 `uncertain` \u306b\u3057\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u4eba\u306b\u56de\u3057\u307e\u3059\u304c\u3001`mismatch` \u306f\u516c\u958b\u3092\u6b62\u3081\u3001`uncertain` \u306f\u78ba\u304b\u3081\u3066\u304b\u3089\u9032\u3081\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u306e\u5224\u65ad | \u4ed5\u69d8\u3092\u77e5\u308b\u4eba\u304c\u6c7a\u3081\u308b\u3002AI\u306f\u300c\u9055\u3046\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3092\u51fa\u3059 |\n| \u5546\u54c1\u30de\u30b9\u30bf\u306b\u306a\u3044\u6027\u80fd\u306e\u66f8\u304d\u8fbc\u307f | \u300c\u4e08\u592b\u306a\u300d\u300c\u50b7\u304c\u3064\u304b\u306a\u3044\u300d\u306a\u3069\u3001\u6839\u62e0\u306e\u7121\u3044\u52b9\u80fd\u3092\u66f8\u304b\u306a\u3044 |\n| \u8aad\u3081\u306a\u3044\u6570\u5b57\u306e\u88dc\u3044 | \u5224\u8aad\u3067\u304d\u306a\u3044\u5bf8\u6cd5\u3092\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3067\u57cb\u3081\u306a\u3044 |\n| \u5199\u3063\u305f\u4eba\u7269\u306e\u63cf\u5199 | \u5e74\u9f62\u30fb\u6027\u5225\u30fb\u4f53\u5f62\u3092\u66f8\u304b\u306a\u3044\u3002\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306f\u5546\u54c1\u306e\u4f7f\u3044\u65b9\u3060\u3051\u3092\u66f8\u304f |\n| \u753b\u50cf\u3092\u8f09\u305b\u308b\u304b\u306e\u5224\u65ad | \u3069\u306e\u753b\u50cf\u3092\u4f7f\u3046\u304b\u306f\u5236\u4f5c\u30c1\u30fc\u30e0\u304c\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5bf8\u6cd5\u3092\u4e00\u7dd2\u306b\u6e21\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u30b5\u30a4\u30ba\u8868\u306e\u753b\u50cf\u306e\u6570\u5b57\u304c\u5c0f\u3055\u304f\u3066\u8aad\u3081\u306a\u3044\u3068\u3001**AI\u306f\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3092\u753b\u50cf\u304b\u3089\u8aad\u3093\u3060\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002** \u305d\u3046\u306a\u308b\u3068\u98df\u3044\u9055\u3044\u306f\u6c38\u9060\u306b\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u8aad\u3081\u305f\u6587\u5b57\u3068\u3001\u30de\u30b9\u30bf\u306e\u5024\u3092\u3001**\u5225\u306e\u9805\u76ee\u3068\u3057\u3066\u8fd4\u3055\u305b\u308b**\u7406\u7531\u304c\u3053\u3053\u306b\u3042\u308a\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306fEC\u30b5\u30a4\u30c8\u306e\u5546\u54c1\u30da\u30fc\u30b8\u306e\u5236\u4f5c\u62c5\u5f53\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u5546\u54c11\u70b9\u5206\u306e\u753b\u50cf\uff08\u756a\u53f7\u9806\uff09\u3068\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3060\u3051\u3092\u898b\u3066\u3001\n\u753b\u50cf\u3054\u3068\u306b\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6848\u3068\u8aac\u660e\u6587\u306e\u6848\u3092\u4f5c\u308a\u3001\u5546\u54c1\u30de\u30b9\u30bf\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3011{master}\n\u3010\u5546\u54c1\u30da\u30fc\u30b8\u306e\u672c\u6587\u3011{body}\n\u3010\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u66f8\u304d\u65b9\u306e\u8868\u3011{alt_rules}\n\n\u3010\u753b\u50cf\u3054\u3068\u306b\u66f8\u304d\u51fa\u3059\u9805\u76ee\u3011\n1. image_no\uff1a\u6e21\u3057\u305f\u9806\u306e\u756a\u53f7\n2. role\uff1amain\uff0fangle\uff0fdetail\uff0fsize_chart\uff0fset_contents\uff0fscene\uff0fdecorative\uff0funknown \u306e\u3069\u308c\u304b1\u3064\n3. alt_text\uff1a\u66f8\u304d\u65b9\u306e\u8868\u306b\u6cbf\u3063\u305f\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6848\u3002decorative \u3068 unknown \u306f\u7a7a\n4. caption\uff1a\u5546\u54c1\u30da\u30fc\u30b8\u306e\u753b\u50cf\u306e\u4e0b\u306b\u6dfb\u3048\u308b1\u301c2\u6587\u306e\u6848\u3002\u672c\u6587\u3068\u540c\u3058\u3053\u3068\u306f\u66f8\u304b\u306a\u3044\n5. text_in_image\uff1a\u753b\u50cf\u306e\u4e2d\u306e\u6587\u5b57\u3092\u3001\u8aad\u3081\u305f\u5206\u3060\u3051\u305d\u306e\u307e\u307e\u5199\u3059\n6. findings\uff1a\u5546\u54c1\u30de\u30b9\u30bf\u3068\u306e\u98df\u3044\u9055\u3044\uff08\u9805\u76ee\u3001\u30de\u30b9\u30bf\u306e\u5024\u3001\u753b\u50cf\u304b\u3089\u8aad\u307f\u53d6\u3063\u305f\u5024\u3001\n   mismatch\uff0funcertain \u306e\u5225\u3001\u753b\u50cf\u306e\u3069\u3053\u304b box_2d\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u753b\u50cf\u306e\u4e2d\u306e\u6570\u5b57\u304c\u8aad\u3081\u306a\u3044\u3068\u304d\u306f\u3001text_in_image \u306b [\u5224\u8aad\u4e0d\u80fd] \u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u30de\u30b9\u30bf\u306e\u5024\u3092\u753b\u50cf\u304b\u3089\u8aad\u3093\u3060\u3088\u3046\u306b\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- alt_text \u306b\u300c\u753b\u50cf\u300d\u300c\u5199\u771f\u300d\u3068\u3044\u3046\u8a00\u8449\u3068\u3001\u300c\u301c\u306e\u753b\u50cf\u3067\u3059\u300d\u3068\u3044\u3046\u8a00\u3044\u56de\u3057\u3092\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- size_chart \u306e alt_text \u306b\u306f\u3001\u753b\u50cf\u306e\u4e2d\u306e\u5bf8\u6cd5\u3092\u3059\u3079\u3066\u6587\u7ae0\u3067\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n  \u300c\u30b5\u30a4\u30ba\u8868\u300d\u3068\u3060\u3051\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- scene \u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u5c0f\u7269\u304c\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u30bb\u30c3\u30c8\u5185\u5bb9\u30fb\u4ed8\u5c5e\u54c1\u306b\u7121\u3044\u3068\u304d\u306f\u3001\n  alt_text \u306b\u66f8\u304b\u305a\u3001findings \u306b uncertain \u3068\u3057\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5546\u54c1\u30de\u30b9\u30bf\u306b\u7121\u3044\u6027\u80fd\u30fb\u52b9\u80fd\uff08\u4e08\u592b\u3001\u50b7\u304c\u3064\u304b\u306a\u3044\u3001\u306a\u3069\uff09\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5199\u3063\u3066\u3044\u308b\u4eba\u7269\u306e\u5e74\u9f62\u30fb\u6027\u5225\u30fb\u4f53\u5f62\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5546\u54c1\u30de\u30b9\u30bf\u3068\u753b\u50cf\u306e\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5b50\u3069\u3082\u304c\u5199\u3063\u3066\u3044\u308b\u3068\u5224\u65ad\u3057\u305f\u753b\u50cf\u306f\u3001role \u3092 unknown \u306b\u3057\u3001\u307b\u304b\u306e\u9805\u76ee\u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u30de\u30b9\u30bf\u306e\u5024\u3092\u753b\u50cf\u304b\u3089\u8aad\u3093\u3060\u3088\u3046\u306b\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u6d88\u3048\u307e\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u3001AI\u306f\u6e21\u3055\u308c\u305f\u6b63\u3057\u305d\u3046\u306a\u5024\u306b\u5bc4\u305b\u3066\u6587\u7ae0\u3092\u6574\u3048\u307e\u3059\u3002**\u7981\u3058\u308b\u306e\u306f\u3001\u30de\u30b9\u30bf\u306e\u5024\u3092\u6839\u62e0\u306b\u3057\u3066\u753b\u50cf\u306e\u6587\u5b57\u3092\u57cb\u3081\u308b\u3053\u3068\u305d\u306e\u3082\u306e\u3067\u3059\u3002**\n\n**\u300c\u30b5\u30a4\u30ba\u8868\u3068\u3060\u3051\u66f8\u304b\u306a\u3044\u300d\u3092\u66f8\u304f\u306e\u306f\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u76ee\u7684\u3092\u5916\u3055\u306a\u3044\u305f\u3081\u3067\u3059\u3002** W3C \u306e WCAG 2.2 \u306e\u89e3\u8aac\u306f\u3001\u77ed\u3044\u4ee3\u66ff\u3067\u540c\u3058\u60c5\u5831\u3092\u4f1d\u3048\u3089\u308c\u306a\u3044\u753b\u50cf\uff08\u56f3\u3084\u8868\u306a\u3069\uff09\u3067\u306f\u3001\u77ed\u3044\u8aac\u660e\u3068\u9577\u3044\u8aac\u660e\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3057\u3066\u3044\u307e\u3059\u3002**\u30b5\u30a4\u30ba\u8868\u306e\u753b\u50cf\u304c\u4f1d\u3048\u3066\u3044\u308b\u306e\u306f\u6570\u5b57\u306a\u306e\u3067\u3001\u6570\u5b57\u305d\u306e\u3082\u306e\u3092\u66f8\u304b\u305b\u307e\u3059\u3002** \u9577\u304f\u306a\u308a\u3059\u304e\u308b\u5834\u5408\u306f\u3001\u753b\u50cf\u306e\u8aac\u660e\u6587\u304b\u672c\u6587\u306b\u5bf8\u6cd5\u306e\u8868\u3092\u7f6e\u304d\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306f\u300c\u5bf8\u6cd5\u306f\u4e0b\u306e\u8868\u3092\u53c2\u7167\u300d\u3068\u3059\u308b\u9078\u629e\u80a2\u3092\u3001\u66f8\u304d\u65b9\u306e\u8868\u306b\u8db3\u3057\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** Gemini API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001`\/v1beta\/interactions` \u306e `response_format` \u306b `mime_type: \"application\/json\"` \u3068\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"product_code\": \"\",\n  \"images\": [\n    {\n      \"image_no\": 1,\n      \"role\": \"main | angle | detail | size_chart | set_contents | scene | decorative | unknown\",\n      \"alt_text\": \"\",\n      \"caption\": \"\",\n      \"text_in_image\": \"\",\n      \"findings\": [\n        { \"field\": \"width | depth | height | quantity | accessory | color_name | assembly\",\n          \"master_value\": \"\", \"image_value\": \"\",\n          \"level\": \"mismatch | uncertain\", \"box_2d\": [0, 0, 0, 0] }\n      ]\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u898f\u5247\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067 `enum` \u3068 `required` \u3092\u4f7f\u3048\u307e\u3059\u304c\u3001**\u6587\u5b57\u5217\u306e\u9577\u3055\u306e\u4e0a\u9650\uff08`maxLength`\uff09\u306f\u4f7f\u3048\u308b\u9805\u76ee\u306b\u6319\u304c\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u9577\u3055\u306f\u3001Apps Script \u306e\u5074\u3067\u6570\u3048\u307e\u3059\u3002\u76ee\u5b89\u3092\u8d85\u3048\u305f\u3082\u306e\u3001\u4f7f\u308f\u306a\u3044\u8a00\u3044\u56de\u3057\u3092\u542b\u3080\u3082\u306e\u3001`role` \u304c\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u624b\u304c\u304b\u308a\u3068\u9055\u3046\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u306f\u3001**JSON\u3068\u3057\u3066\u6b63\u3057\u304f\u3066\u3082\u5024\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5074\u3067\u78ba\u304b\u3081\u308b\u3088\u3046**\u6848\u5185\u3057\u3066\u3044\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u98df\u3044\u9055\u3044\u306e\u6570\u5b57\u3092\u6a5f\u68b0\u3067\u6bd4\u3079\u76f4\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `image_value` \u306b\u5165\u3063\u305f\u5bf8\u6cd5\u3092\u6570\u5024\u306b\u3057\u3066\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3068 Apps Script \u3067\u5f15\u304d\u7b97\u3057\u307e\u3059\u3002**AI\u304c `mismatch` \u3068\u3057\u305f\u306e\u306b\u6570\u5024\u304c\u540c\u3058\u306a\u3089\u3001\u5358\u4f4d\u306e\u53d6\u308a\u9055\u3048\uff08mm \u3068 cm\uff09\u3092\u7591\u3044\u307e\u3059\u3002** AI\u306e\u5224\u5b9a\u3068\u898f\u5247\u306e\u5224\u5b9a\u304c\u5206\u304b\u308c\u305f\u3082\u306e\u306f\u3001\u4e21\u65b9\u3092\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u306b\u4e26\u3079\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u3069\u3053\u3092\u898b\u308c\u3070\u3088\u3044\u304b\u304c\u5206\u304b\u308b\u3053\u3068\u3067\u3059\u3002** `box_2d` \u306f\u3001\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067 `[ymin, xmin, ymax, xmax]` \u306e\u9806\u306b\u3001\u753b\u50cf\u306e\u5927\u304d\u3055\u306b\u5bfe\u3057\u30660\u301c1000\u306b\u6b63\u898f\u5316\u3055\u308c\u305f\u5ea7\u6a19\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u306b\u3001\u753b\u50cf\u306e\u8a72\u5f53\u7b87\u6240\u306e\u4f4d\u7f6e\u3092\u6dfb\u3048\u308c\u3070\u3001\u62c5\u5f53\u306f\u30b5\u30a4\u30ba\u8868\u306e\u3069\u306e\u6570\u5b57\u304b\u3092\u3059\u3050\u306b\u898b\u3064\u3051\u3089\u308c\u307e\u3059\u3002**\n\n\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u51fa\u3059\u5217\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n```\n\u3010\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\uff08\u753b\u50cf\u3054\u3068\uff09\u3011\n| \u5546\u54c1\u30b3\u30fc\u30c9 | \u756a\u53f7 | \u5f79\u5272 | \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306e\u6848 | \u8aac\u660e\u6587\u306e\u6848 | \u9577\u3055 | \u5370 | \u98df\u3044\u9055\u3044 | \u63a1\u7528\u3059\u308b\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8 | \u63a1\u7528\u3059\u308b\u8aac\u660e\u6587 |\n| CH-2031 | 5 | size_chart | \u5e4580cm\u3001\u5965\u884c40cm\u3001\u9ad8\u305585cm\u3002\u5f15\u304d\u51fa\u3057\u306e\u5185\u5bf8\u306f\u5e4572cm\u3001\u5965\u884c33cm\u3001\u9ad8\u305517cm | \uff08\u7a7a\uff09 | 46 | | \u5e45\uff1a\u30de\u30b9\u30bf80cm\uff0f\u753b\u50cf81cm | | |\n```\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5546\u54c1\u30de\u30b9\u30bf | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u8aad\u307f\u66f8\u304d | \u72b6\u614b\u3092\u898b\u3066\u3001\u5546\u54c1\u306e\u8a18\u8f09\u3092\u8aad\u3080\u3002\u51e6\u7406\u306e\u72b6\u614b\u3092\u66f8\u304f |\n| \u5171\u6709\u30c9\u30e9\u30a4\u30d6 | Apps Script \u306e Drive \u306e\u6a5f\u80fd | \u753b\u50cf\u306e\u4e00\u89a7\u3068\u4e2d\u8eab\u3092\u8aad\u3080 |\n| Gemini API | Apps Script \u306e URL \u306e\u53d6\u5f97\uff08`\/v1beta\/interactions`\uff09 | \u753b\u50cf\u3068\u8a18\u8f09\u3092\u6e21\u3057\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u53d7\u3051\u53d6\u308b |\n| \u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8 | \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3078\u306e\u66f8\u304d\u51fa\u3057 | \u6848\u3001\u5370\u3001\u98df\u3044\u9055\u3044\u3092\u4e26\u3079\u308b |\n| EC\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762 | \u4eba\u304cCSV\u3092\u53d6\u308a\u8fbc\u3080 | \u63a1\u7528\u3057\u305f\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3068\u8aac\u660e\u6587\u3060\u3051\u3092\u51fa\u3059 |\n\n**EC\u30b5\u30a4\u30c8\u306e\u7ba1\u7406\u753b\u9762\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** CSV\u3092\u4f5c\u308b\u306e\u306f\u300c\u63a1\u7528\u3059\u308b\u300d\u306e\u5217\u304c\u57cb\u307e\u3063\u305f\u884c\u3060\u3051\u3067\u3001**\u53d6\u308a\u8fbc\u307f\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u6848\u304c\u305d\u306e\u307e\u307e\u516c\u958b\u3055\u308c\u308b\u7d4c\u8def\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n**\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5bf8\u6cd5\u3084\u30bb\u30c3\u30c8\u5185\u5bb9\u3082\u66f8\u304d\u63db\u3048\u307e\u305b\u3093\u3002** \u98df\u3044\u9055\u3044\u304c\u898b\u3064\u304b\u3063\u3066\u3082\u3001\u76f4\u3059\u306e\u306f\u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u3067\u3059\u3002**AI\u306e\u8aad\u307f\u53d6\u308a\u3067\u30de\u30b9\u30bf\u3092\u4e0a\u66f8\u304d\u3059\u308b\u3068\u3001\u8aad\u307f\u9055\u3044\u304c\u305d\u306e\u307e\u307e\u6b63\u3057\u3044\u5024\u3068\u3057\u3066\u6b8b\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u3053\u306e\u69cb\u6210\u3067\u306f\u3001\u516c\u958b\u3059\u308b\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3068\u8aac\u660e\u6587\u3092\u5168\u4ef6\u3001\u4eba\u304c\u63a1\u7528\u3057\u307e\u3059\u3002** AI\u304c\u51fa\u3059\u306e\u306f\u6848\u3068\u98df\u3044\u9055\u3044\u3067\u3001\u4f55\u3092\u8f09\u305b\u308b\u304b\u306f\u6c7a\u3081\u307e\u305b\u3093\u3002\n\n1. **\u98df\u3044\u9055\u3044\u306e\u5370\u304c\u4ed8\u3044\u305f\u5546\u54c1\u3092\u5148\u306b\u898b\u308b** \u2026 `mismatch` \u306f\u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u3068\u30c7\u30b6\u30a4\u30ca\u30fc\u306b\u78ba\u304b\u3081\u3001\u6b63\u3057\u3044\u307b\u3046\u306b\u76f4\u3059\u307e\u3067\u516c\u958b\u3092\u6b62\u3081\u307e\u3059\n2. **\u30b5\u30a4\u30ba\u8868\u3068\u30bb\u30c3\u30c8\u5185\u5bb9\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u898b\u308b** \u2026 \u6570\u5b57\u3068\u500b\u6570\u304c\u753b\u50cf\u3068\u540c\u3058\u304b\u3092\u3001\u753b\u50cf\u3092\u62e1\u5927\u3057\u3066\u78ba\u304b\u3081\u307e\u3059\u3002**\u3053\u3053\u306f\u6d41\u3057\u898b\u3057\u307e\u305b\u3093**\n3. **\u30e1\u30a4\u30f3\u3068\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u8aad\u3080** \u2026 \u4ed8\u5c5e\u3057\u306a\u3044\u5c0f\u7269\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u304b\u3001\u6839\u62e0\u306e\u7121\u3044\u52b9\u80fd\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n4. **\u9577\u3055\u3068\u8a00\u3044\u56de\u3057\u306e\u5370\u3092\u76f4\u3059** \u2026 \u898f\u5247\u3067\u5370\u304c\u4ed8\u3044\u305f\u3082\u306e\u3060\u3051\u3092\u76f4\u3057\u307e\u3059\n5. **\u76f4\u3057\u305f\u5185\u5bb9\u3092\u6b8b\u3059** \u2026 \u6848\u3068\u63a1\u7528\u3057\u305f\u6587\u3092\u4e26\u3079\u3066\u6b8b\u3057\u3001\u66f8\u304d\u65b9\u306e\u8868\u3092\u76f4\u3059\u6750\u6599\u306b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30b5\u30a4\u30ba\u8868\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306f\u3001\u753b\u9762\u3092\u898b\u3089\u308c\u306a\u3044\u4eba\u306b\u3068\u3063\u3066**\u5bf8\u6cd5\u3092\u77e5\u308b\u552f\u4e00\u306e\u624b\u6bb5**\u3067\u3059\u3002\u8aad\u307f\u4e0a\u3052\u3067\u805e\u3044\u305f\u6570\u5b57\u304c\u753b\u50cf\u3068\u9055\u3048\u3070\u3001\u5c4a\u3044\u305f\u5bb6\u5177\u304c\u7f6e\u3051\u307e\u305b\u3093\u3002\n\n**\u76ee\u6a19\u306f\u30011\u70b9\u3042\u305f\u308a5\u5206\u3067\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u753b\u50cf\u306e\u5408\u8a08\u304c20MB\u306b\u8fd1\u3044 | \u524d\u534a\u3068\u5f8c\u534a\u306b\u5206\u3051\u30662\u56de\u3067\u6e21\u3059\u3002\u5f79\u5272\u306f\u5f8c\u3067\u307e\u3068\u3081\u3066\u898b\u76f4\u3059 |\n| \u30c7\u30b6\u30a4\u30f3\u306e\u5143\u30c7\u30fc\u30bf\uff08PSD \u306a\u3069\uff09\u304c\u6df7\u3056\u308b | \u6e21\u3055\u306a\u3044\u3002**\u7e2e\u5c0f\u7248\u306e JPEG \u3092\u7f6e\u3044\u3066\u3082\u3089\u3046** |\n| \u5546\u54c1\u30de\u30b9\u30bf\u306e\u30bb\u30c3\u30c8\u5185\u5bb9\u30fb\u4ed8\u5c5e\u54c1\u304c\u7a7a | \u51e6\u7406\u305b\u305a\u300c\u8981\u5bfe\u5fdc\u300d\u3002**\u300c\u306a\u3057\u300d\u3092\u660e\u8a18\u3057\u3066\u3082\u3089\u3046** |\n| \u30b5\u30a4\u30ba\u8868\u306e\u6570\u5b57\u304c `[\u5224\u8aad\u4e0d\u80fd]` | \u7e2e\u5c0f\u7248\u306e\u89e3\u50cf\u5ea6\u3092\u4e0a\u3052\u308b\u304b\u3001`ultra_high` \u3067\u6e21\u3057\u76f4\u3059\u3002\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3051\u308c\u3070\u4eba\u304c\u66f8\u304f |\n| `role` \u304c\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u624b\u304c\u304b\u308a\u3068\u9055\u3046 | \u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u3067\u76ee\u7acb\u305f\u305b\u3001\u4eba\u304c\u6c7a\u3081\u308b |\n| \u5b50\u3069\u3082\u304c\u5199\u3063\u305f\u753b\u50cf\u304c\u6df7\u3056\u308b | **\u305d\u306e\u5546\u54c1\u306e\u51e6\u7406\u3092\u6b62\u3081\u3001\u62c5\u5f53\u306b\u77e5\u3089\u305b\u308b\u3002** \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306f\u4eba\u304c\u66f8\u304f |\n| Gemini API \u304c\u6df7\u307f\u5408\u3044\u306e\u5fdc\u7b54\u3092\u8fd4\u3057\u305f | \u5c11\u3057\u5f85\u3063\u3066\u518d\u8a66\u884c\u3057\u3001\u7d9a\u3051\u3070\u6b21\u306e\u5b9a\u6642\u5b9f\u884c\u306b\u56de\u3059 |\n| 1\u56de\u306e\u5b9f\u884c\u304c6\u5206\u306b\u8fd1\u3065\u3044\u305f | \u51e6\u7406\u4e2d\u306e\u5546\u54c1\u3067\u6b62\u3081\u3001\u72b6\u614b\u3092\u300c\u753b\u50cf\u305d\u308d\u3044\u300d\u306b\u623b\u3059 |\n| \u69cb\u9020\u5316\u51fa\u529b\u306e\u5024\u304c\u6c7a\u3081\u305f\u7bc4\u56f2\u306e\u5916 | \u305d\u306e\u753b\u50cf\u3092\u300c\u8981\u78ba\u8a8d\u300d\u306b\u3057\u3001\u6848\u3092\u7a7a\u306b\u3059\u308b |\n\n**6\u884c\u76ee\u306f\u3001\u5546\u54c1\u306e\u9078\u3073\u65b9\u3067\u9632\u304e\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u5927\u4eba\u5411\u3051\u306e\u5bb6\u5177\u30fb\u751f\u6d3b\u96d1\u8ca8\u306b\u9650\u308a\u3001\u5b50\u3069\u3082\u306e\u30e2\u30c7\u30eb\u304c\u5199\u308b\u5b50\u3069\u3082\u5411\u3051\u306e\u5546\u54c1\u306f\u5bfe\u8c61\u306b\u3057\u307e\u305b\u3093\u3002**Gemini API \u306e\u898f\u7d04\u306f\u300118\u6b73\u672a\u6e80\u3092\u5bfe\u8c61\u3068\u3059\u308b\u304b\u300118\u6b73\u672a\u6e80\u304c\u5229\u7528\u3057\u3046\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u306e\u5229\u7528\u3092\u8a8d\u3081\u3066\u3044\u307e\u305b\u3093\u3002** API \u3092\u4f7f\u3046\u306e\u306f\u793e\u5185\u306e\u5236\u4f5c\u30c1\u30fc\u30e0\u3060\u3051\u3067\u3059\u304c\u3001\u5b50\u3069\u3082\u306e\u5199\u3063\u305f\u753b\u50cf\u306f\u305d\u3082\u305d\u3082\u6e21\u3055\u306a\u3044\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5546\u54c1\u3054\u3068\u306e\u753b\u50cf\u306e\u30d5\u30a1\u30a4\u30ebID\u3068\u3001Gemini API \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\n- \u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3068\u3001\u66f8\u304d\u65b9\u306e\u8868\u306e\u7248\n- **AI\u306e\u6848\u3068\u3001\u4eba\u304c\u63a1\u7528\u3057\u305f\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u30fb\u8aac\u660e\u6587** \u2026 \u76f4\u3057\u305f\u7b87\u6240\u304c\u5206\u304b\u308b\u5f62\u3067\n- \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3068\u3001**\u3069\u3061\u3089\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u306e\u7d50\u8ad6\u3001\u76f4\u3057\u305f\u4eba\u3068\u65e5\u6642**\n- \u53d6\u308a\u8fbc\u307f\u7528\u306eCSV\u3068\u3001\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\n\n**4\u884c\u76ee\u306f\u3001\u4ed5\u69d8\u306e\u5909\u66f4\u306e\u4f1d\u308f\u308a\u65b9\u3092\u76f4\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u753b\u50cf\u306e\u5074\u304c\u53e4\u304b\u3063\u305f\u4ef6\u6570\u304c\u591a\u3051\u308c\u3070\u3001\u4ed5\u69d8\u306e\u5909\u66f4\u3092\u30c7\u30b6\u30a4\u30ca\u30fc\u306b\u77e5\u3089\u305b\u308b\u624b\u9806\u304c\u629c\u3051\u3066\u3044\u307e\u3059\u3002","minimal_setup":"1. \u516c\u958b\u6e08\u307f\u306e\u5546\u54c1\u304b\u308920\u70b9\u3092\u9078\u3076\uff08**\u30b5\u30a4\u30ba\u8868\u306e\u753b\u50cf\u304c\u3042\u308b\u5546\u54c1\u3068\u3001\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306b\u5c0f\u7269\u304c\u5199\u308b\u5546\u54c1\u3092\u5fc5\u305a\u5165\u308c\u308b**\uff09\n2. \u305d\u306e\u3046\u3061\u6570\u70b9\u306f\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5bf8\u6cd5\u30921\u304b\u6240\u3060\u3051\u308f\u3056\u3068\u5909\u3048\u305f\u5199\u3057\u3092\u4f5c\u3063\u3066\u304a\u304f\n3. Google AI Studio \u3067\u3001\u7b2c7\u7ae0\u306e\u6307\u793a\u3068\u66f8\u304d\u65b9\u306e\u8868\u3092\u8cbc\u308a\u3001\u5546\u54c11\u70b9\u5206\u306e\u753b\u50cf\u3068\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3092\u6e21\u3059\n4. \u753b\u50cf\u3054\u3068\u306e\u5f79\u5272\u3001\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u306e\u4e2d\u306e\u6587\u5b57\u3001\u98df\u3044\u9055\u3044\u3092\u8868\u306b\u307e\u3068\u3081\u308b\n5. \u308f\u3056\u3068\u5909\u3048\u305f\u5bf8\u6cd5\u304c `mismatch` \u3068\u3057\u3066\u51fa\u305f\u304b\u3001\u30de\u30b9\u30bf\u306e\u5024\u3067\u57cb\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b\n\n**2\u756a\u76ee\u306e\u300c\u308f\u3056\u3068\u5909\u3048\u305f\u5199\u3057\u300d\u306f\u5fc5\u305a\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u98df\u3044\u9055\u3044\u3092\u62fe\u3048\u308b\u304b\u306f\u3001**\u6b63\u89e3\u304c\u5206\u304b\u3063\u3066\u3044\u308b\u98df\u3044\u9055\u3044\u3067\u3057\u304b\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u308f\u3056\u3068\u5909\u3048\u305f\u5bf8\u6cd5\u3092\u3059\u3079\u3066 `mismatch` \u306b\u3057\u305f | **Apps Script \u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u5bf8\u6cd5\u304c\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3067\u66f8\u304b\u308c\u3001\u98df\u3044\u9055\u3044\u304c\u51fa\u306a\u3044 | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u8aad\u3081\u305f\u6587\u5b57\u3068\u30de\u30b9\u30bf\u306e\u5024\u3092\u5206\u3051\u3066\u8fd4\u3055\u305b\u308b** |\n| \u30b5\u30a4\u30ba\u8868\u306e\u5c0f\u3055\u306a\u6570\u5b57\u304c\u8aad\u3081\u306a\u3044 | **\u7e2e\u5c0f\u7248\u306e\u5927\u304d\u3055\u304b\u3001`resolution` \u306e\u8a2d\u5b9a\u3092\u898b\u76f4\u3059** |","minimal_setup_short":"AI Studio \u306b\u5546\u54c11\u70b9\u5206\u306e\u753b\u50cf\u3068\u30de\u30b9\u30bf\u3092\u624b\u3067\u6e21\u3057\u3001\u6848\u3068\u98df\u3044\u9055\u3044\u3092\u8868\u306b\u3055\u305b\u308b \uff0f \u4e00\u90e8\u306e\u5546\u54c1\u306e\u6848\u3068\u98df\u3044\u9055\u3044\u306e\u78ba\u8a8d","semi_auto_setup":"\u4e0a\u8a18\uff0bApps Script \u3067\u300c\u753b\u50cf\u305d\u308d\u3044\u300d\u306e\u5546\u54c1\u3092\u51e6\u7406\u3057\u3001\u6848\u3092\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u5168\u5546\u54c1\u306e\u6848\u306e\u4f5c\u6210","full_setup":"\u4e0a\u8a18\uff0b\u9577\u3055\u30fb\u8a00\u3044\u56de\u3057\u306e\u898f\u5247\u3001\u98df\u3044\u9055\u3044\u306e\u6570\u5024\u306e\u6bd4\u3079\u76f4\u3057\u3001\u63a1\u7528\u3057\u305f\u884c\u3060\u3051\u306e\u53d6\u308a\u8fbc\u307f\u7528CSV\u307e\u3067\u51fa\u3059 \uff0f \u6848\u304b\u3089\u53d6\u308a\u8fbc\u307f\u306e\u624b\u524d\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001\u6708240\u70b9\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u6307\u793a\u304c\u52b9\u304f\u304b\u3092\u78ba\u304b\u3081\u308b\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u70b915\u5206\u304c8\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u767d\u7d19\u304b\u3089\u66f8\u304f\u6642\u9593\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u9577\u3055\u306e\u78ba\u8a8d\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u6570\u5b57\u306e\u898b\u6bd4\u3079\u3001CSV\u3078\u306e\u8ee2\u8a18\u304c\u624b\u3067\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30675\u5206\u306b\u306a\u308a\u3001\u3053\u308c\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u898f\u5247\u3067\u5370\u304c\u4ed8\u3044\u305f\u3082\u306e\u3060\u3051\u3092\u898b\u308c\u3070\u3088\u304f\u306a\u308a\u3001CSV\u3092\u4f5c\u308b\u624b\u4f5c\u696d\u304c\u7121\u304f\u306a\u308b**\u304b\u3089\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u30921\u304b\u6708\u5206\u898b\u308b\u3068\u3001\u66f8\u304d\u65b9\u306e\u8868\u3067\u8db3\u308a\u306a\u3044\u5f79\u5272\u3068\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u7a7a\u6b04\u304c\u591a\u3044\u5217\u304c\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u30b5\u30a4\u30ba\u8868\u306e\u6570\u5b57\u304c\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3067\u57cb\u307e\u308b | **\u8aad\u3081\u305f\u6587\u5b57\u3068\u30de\u30b9\u30bf\u306e\u5024\u3092\u5225\u306e\u9805\u76ee\u3067\u8fd4\u3055\u305b\u308b\u3002** \u8aad\u3081\u306a\u3051\u308c\u3070 `[\u5224\u8aad\u4e0d\u80fd]` |\n| \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u304c\u300c\u301c\u306e\u753b\u50cf\u3067\u3059\u300d\u3067\u59cb\u307e\u308b | \u4f7f\u308f\u306a\u3044\u8a00\u3044\u56de\u3057\u3092\u6307\u793a\u3068\u898f\u5247\u306e\u4e21\u65b9\u306b\u5165\u308c\u308b |\n| \u30b5\u30a4\u30ba\u8868\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u304c\u300c\u30b5\u30a4\u30ba\u8868\u300d\u3060\u3051 | \u5f79\u5272\u3054\u3068\u306e\u66f8\u304d\u65b9\u306e\u8868\u3067\u3001**\u6570\u5b57\u3092\u3059\u3079\u3066\u66f8\u304f**\u3068\u6c7a\u3081\u308b |\n| \u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306e\u5c0f\u7269\u3092\u4ed8\u5c5e\u54c1\u306e\u3088\u3046\u306b\u66f8\u304f | \u4ed8\u5c5e\u54c1\u306b\u7121\u3044\u3082\u306e\u306f\u66f8\u304b\u305a\u3001`uncertain` \u3067\u4eba\u306b\u56de\u3059 |\n| \u6839\u62e0\u306e\u7121\u3044\u52b9\u80fd\u304c\u6df7\u3056\u308b | **\u5546\u54c1\u30de\u30b9\u30bf\u306b\u7121\u3044\u6027\u80fd\u3092\u66f8\u304b\u306a\u3044**\u3068\u6307\u793a\u3057\u3001\u4eba\u304c\u8aad\u3080 |\n| \u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u304c\u9577\u3059\u304e\u308b | \u9577\u3055\u306f\u69cb\u9020\u5316\u51fa\u529b\u3067\u7e1b\u308c\u306a\u3044\u306e\u3067\u3001**Apps Script \u3067\u6570\u3048\u308b** |\n| \u88c5\u98fe\u306e\u753b\u50cf\u306b\u6587\u7ae0\u304c\u4ed8\u304f | `decorative` \u306f\u7a7a\u306b\u3059\u308b\u3002\u8aad\u307f\u4e0a\u3052\u3092\u90aa\u9b54\u3057\u306a\u3044 |\n| \u30ea\u30af\u30a8\u30b9\u30c8\u304c\u5927\u304d\u3059\u304e\u308b | **\u7e2e\u5c0f\u7248\u3092\u6e21\u3059\u3002** \u5408\u8a08\u304c\u5927\u304d\u3044\u5546\u54c1\u306f2\u56de\u306b\u5206\u3051\u308b |\n| \u5b50\u3069\u3082\u304c\u5199\u3063\u305f\u753b\u50cf\u304c\u6df7\u3056\u308b | **\u5bfe\u8c61\u306e\u5546\u54c1\u3092\u9650\u308a\u3001\u5199\u3063\u3066\u3044\u308c\u3070\u6b62\u3081\u308b** |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u305d\u308c\u3089\u3057\u3044\u6587\u7ae0\u300d\u306b\u306a\u308b\u306e\u3067\u3001**\u8aad\u3093\u3060\u3060\u3051\u3067\u306f\u8aa4\u308a\u306b\u6c17\u3065\u304d\u307e\u305b\u3093\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u516c\u958b\u524d\u306e\u5546\u54c1\u306e\u753b\u50cf\u3068\u4ed5\u69d8\uff08\u767a\u58f2\u524d\u306e\u65b0\u5546\u54c1\u3092\u542b\u3080\uff09\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u8a18\u8f09\u3067\u3059\u3002\u500b\u4eba\u306e\u60c5\u5831\u306f\u539f\u5247\u3068\u3057\u3066\u542b\u307f\u307e\u305b\u3093\u304c\u3001\u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306b\u30e2\u30c7\u30eb\u304c\u5199\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n1. **\u7121\u6599\u306e\u67a0\u3067\u767a\u58f2\u524d\u306e\u5546\u54c1\u3092\u6271\u308f\u306a\u3044** \u2026 Gemini API \u306e\u898f\u7d04\u3067\u306f\u3001**\u7121\u6599\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u9001\u3063\u305f\u5185\u5bb9\u306f\u88fd\u54c1\u306e\u6539\u5584\u306b\u4f7f\u308f\u308c\u3001\u4eba\u304c\u8aad\u3080\u5834\u5408\u304c\u3042\u308b**\u3068\u3055\u308c\u3001\u6a5f\u5fae\u306a\u60c5\u5831\u3084\u79d8\u5bc6\u306e\u60c5\u5831\u3092\u9001\u3089\u306a\u3044\u3088\u3046\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**\u6709\u6599\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u3092\u88fd\u54c1\u306e\u6539\u5584\u306b\u4f7f\u308f\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u756a\u306f\u6709\u6599\u306e\u5229\u7528\u306b\u3057\u307e\u3059\n2. **18\u6b73\u672a\u6e80\u304c\u5199\u308b\u753b\u50cf\u3092\u6e21\u3055\u306a\u3044** \u2026 \u898f\u7d04\u306f\u300118\u6b73\u672a\u6e80\u3092\u5bfe\u8c61\u3068\u3059\u308b\u304b\u300118\u6b73\u672a\u6e80\u304c\u5229\u7528\u3057\u3046\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u306e\u5229\u7528\u3092\u8a8d\u3081\u3066\u3044\u307e\u305b\u3093\u3002API \u3092\u4f7f\u3046\u306e\u306f\u793e\u5185\u306e\u5236\u4f5c\u30c1\u30fc\u30e0\u3060\u3051\u306b\u3057\u3001**\u5b50\u3069\u3082\u5411\u3051\u306e\u5546\u54c1\u3068\u5b50\u3069\u3082\u306e\u30e2\u30c7\u30eb\u306e\u753b\u50cf\u306f\u3001\u3053\u306e\u69cb\u6210\u306b\u5165\u308c\u307e\u305b\u3093**\n3. **\u5199\u3063\u3066\u3044\u308b\u4eba\u3092\u63cf\u5199\u3055\u305b\u306a\u3044** \u2026 \u4f7f\u7528\u30a4\u30e1\u30fc\u30b8\u306e\u30e2\u30c7\u30eb\u306e\u5e74\u9f62\u30fb\u6027\u5225\u30fb\u4f53\u5f62\u306f\u66f8\u304b\u305b\u307e\u305b\u3093\u3002**\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306f\u5546\u54c1\u306e\u4f7f\u3044\u65b9\u3092\u4f1d\u3048\u308b\u3082\u306e**\u3067\u3059\n4. **\u516c\u958b\u306f\u4eba\u304c\u6c7a\u3081\u308b** \u2026 \u6848\u3092\u305d\u306e\u307e\u307e\u516c\u958b\u3059\u308b\u7d4c\u8def\u3092\u4f5c\u308a\u307e\u305b\u3093\u3002**\u63a1\u7528\u3057\u305f\u884c\u3060\u3051\u3092CSV\u306b\u3057\u3001\u4eba\u304c\u53d6\u308a\u8fbc\u307f\u307e\u3059**\n5. **\u5546\u54c1\u30de\u30b9\u30bf\u3092\u66f8\u304d\u63db\u3048\u306a\u3044** \u2026 \u98df\u3044\u9055\u3044\u306e\u7d50\u8ad6\u306f\u4eba\u304c\u51fa\u3057\u3001\u76f4\u3059\u306e\u306f\u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u3067\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aad\u307f\u4e0a\u3052\u3067\u8aa4\u3063\u305f\u5bf8\u6cd5\u3092\u4f1d\u3048\u308b\u3053\u3068\u3068\u3001\u4ed8\u5c5e\u3057\u306a\u3044\u3082\u306e\u3092\u4ed8\u5c5e\u3059\u308b\u3088\u3046\u306b\u4f1d\u3048\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u8aad\u3081\u305f\u6587\u5b57\u3068\u30de\u30b9\u30bf\u306e\u5024\u3092\u5206\u3051\u308b\u3053\u3068\u3067\u3001\u5f8c\u8005\u306f\u4ed8\u5c5e\u54c1\u306e\u300c\u306a\u3057\u300d\u306e\u660e\u8a18\u3068 `uncertain` \u306e\u6271\u3044\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u5bb6\u5177\u30fb\u30a4\u30f3\u30c6\u30ea\u30a2\u30fb\u751f\u6d3b\u96d1\u8ca8\u30fb\u30ad\u30c3\u30c1\u30f3\u7528\u54c1\u306a\u3069\u30011\u5546\u54c1\u306b5\u301c10\u679a\u306e\u753b\u50cf\u3092\u8f09\u305b\u308bEC\u30b5\u30a4\u30c8\u3092\u81ea\u793e\u3067\u904b\u55b6\u3057\u3001\u6bce\u6708100\u301c300\u70b9\u306e\u65b0\u5546\u54c1\u3092\u767b\u9332\u3057\u3066\u3044\u308b\u5c0f\u58f2\u696d\u30fb\u30e1\u30fc\u30ab\u30fc\u30fb\u5546\u793e\u3002\u753b\u50cf\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u304c\u7a7a\u6b04\u306e\u307e\u307e\u3001\u307e\u305f\u306f\u300c\u5546\u54c1\u753b\u50cf1\u300d\u306e\u3088\u3046\u306a\u6587\u5b57\u306e\u307e\u307e\u516c\u958b\u3055\u308c\u3066\u3044\u3066\u3001\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3\u306e\u89b3\u70b9\u3067\u76f4\u3057\u305f\u3044\u5834\u5408\u3002\u30b5\u30a4\u30ba\u8868\u3084\u30bb\u30c3\u30c8\u5185\u5bb9\u3092\u753b\u50cf\u306e\u4e2d\u306e\u6587\u5b57\u3067\u898b\u305b\u3066\u3044\u3066\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u6570\u5024\u3068\u753b\u50cf\u306e\u6570\u5024\u304c\u98df\u3044\u9055\u3063\u305f\u307e\u307e\u516c\u958b\u3055\u308c\u305f\u3053\u3068\u304c\u3042\u308b\u5834\u5408\u3002\u753b\u50cf\u3092 Google \u30c9\u30e9\u30a4\u30d6\u3001\u5546\u54c1\u30de\u30b9\u30bf\u3092 Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3067\u7ba1\u7406\u3057\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u65b0\u5546\u54c1\u304c\u6708\u306b\u6570\u70b9\u3067\u3001\u62c5\u5f53\u8005\u304c1\u70b9\u305a\u3064\u66f8\u3044\u3066\u3082\u8ca0\u62c5\u306b\u306a\u3089\u306a\u3044\u5834\u5408\u3002\u5b50\u3069\u3082\u5411\u3051\u306e\u5546\u54c1\u3067\u3001\u5b50\u3069\u3082\u306e\u30e2\u30c7\u30eb\u304c\u5199\u3063\u305f\u753b\u50cf\u3092\u591a\u304f\u4f7f\u3046\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u3067\u306f\u5bfe\u8c61\u5916\u306b\u3057\u307e\u3059\uff09\u3002\u5546\u54c1\u30da\u30fc\u30b8\u306e\u6587\u7ae0\u3092\u4ed5\u5165\u5148\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u307e\u307e\u4e00\u5207\u5909\u3048\u306a\u3044\u904b\u7528\u3067\u3001\u81ea\u793e\u3067\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u3092\u66f8\u304f\u4f59\u5730\u304c\u7121\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u5546\u54c1\u306e\u8868\u793a\u304c\u6cd5\u4ee4\u3084\u81ea\u793e\u306e\u8868\u793a\u57fa\u6e96\u306b\u7167\u3089\u3057\u3066\u9069\u5207\u304b\u306e\u5224\u65ad\u3001\u3069\u306e\u753b\u50cf\u3092\u8f09\u305b\u308b\u304b\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\u66f8\u304d\u65b9\u306e\u8868\u3092\u4f5c\u308b**\n\n\u5236\u4f5c\u30c1\u30fc\u30e0\u3067\u3001\u753b\u50cf\u306e\u5f79\u5272\u3054\u3068\u306b\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u306b\u4f55\u3092\u66f8\u304f\u304b\u3001\u4f7f\u308f\u306a\u3044\u8a00\u3044\u56de\u3057\u3001\u9577\u3055\u306e\u76ee\u5b89\u3092\u6c7a\u3081\u307e\u3059\u3002**\u30b5\u30a4\u30ba\u8868\u3068\u30bb\u30c3\u30c8\u5185\u5bb9\u306e\u66f8\u304d\u65b9\u3092\u6700\u521d\u306b\u6c7a\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a20\u70b9\u3067\u8a66\u3059**\n\n\u516c\u958b\u6e08\u307f\u306e\u5546\u54c120\u70b9\u3068\u3001\u5bf8\u6cd5\u3092\u308f\u3056\u3068\u5909\u3048\u305f\u5199\u3057\u3092 AI Studio \u306b\u6e21\u3057\u3001\u6848\u3068\u98df\u3044\u9055\u3044\u3092\u8868\u306b\u3055\u305b\u307e\u3059\u3002**\u308f\u3056\u3068\u5909\u3048\u305f\u5bf8\u6cd5\u304c `mismatch` \u3068\u3057\u3066\u51fa\u305f\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5546\u54c1\u30de\u30b9\u30bf\u306e\u6c7a\u307e\u308a\u3092\u76f4\u3059**\n\n\u30bb\u30c3\u30c8\u5185\u5bb9\u3068\u4ed8\u5c5e\u54c1\u306b\u300c\u306a\u3057\u300d\u3092\u660e\u8a18\u3059\u308b\u6c7a\u307e\u308a\u3068\u3001\u753b\u50cf\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u6c7a\u307e\u308a\uff08\u756a\u53f7\u3068\u5f79\u5272\u306e\u624b\u304c\u304b\u308a\uff09\u3092\u3001\u5546\u54c1\u767b\u9332\u306e\u62c5\u5f53\u3068\u30c7\u30b6\u30a4\u30ca\u30fc\u306b\u4f1d\u3048\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1aApps Script \u3067\u6848\u3092\u66f8\u304d\u51fa\u3059**\n\n\u300c\u753b\u50cf\u305d\u308d\u3044\u300d\u306e\u5546\u54c1\u3092\u51e6\u7406\u3057\u3001\u78ba\u8a8d\u7528\u306e\u30b7\u30fc\u30c8\u306b\u6848\u3068\u98df\u3044\u9055\u3044\u3092\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u898f\u5247\u306e\u5370\u3068CSV\u306e\u4f5c\u6210\u306f\u624b\u3067\u884c\u3044\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u9577\u3055\u3068\u8a00\u3044\u56de\u3057\u306e\u898f\u5247\u3001\u98df\u3044\u9055\u3044\u306e\u6570\u5024\u306e\u6bd4\u3079\u76f4\u3057\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u63a1\u7528\u3057\u305f\u884c\u3060\u3051\u306e\u53d6\u308a\u8fbc\u307f\u7528CSV\u3092\u8db3\u3057\u30011\u70b915\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u65b0\u3057\u304f\u8f09\u305b\u308b\u5546\u54c1\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u304c\u7a7a\u306e\u307e\u307e\u516c\u958b\u3055\u308c\u306a\u304f\u306a\u308a\u3001\u30b5\u30a4\u30ba\u8868\u306e\u98df\u3044\u9055\u3044\u304c\u516c\u958b\u524d\u306b\u898b\u3064\u304b\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002** 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