{"id":14588,"date":"2026-10-07T10:03:57","date_gmt":"2026-10-07T01:03:57","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/interface-spec-search\/"},"modified":"2026-10-07T10:03:57","modified_gmt":"2026-10-07T01:03:57","slug":"interface-spec-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/interface-spec-search\/","title":{"rendered":"\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u9023\u643a\u306e\u8a2d\u8a08\u66f8\u30fb\u9805\u76ee\u5b9a\u7fa9\u66f8\u30fb\u6539\u4fee\u8a18\u9332\u3092\u6a2a\u65ad\u3057\u3066\u3001\u3042\u308b\u9805\u76ee\u304c\u3069\u3053\u304b\u3089\u6765\u3066\u3069\u3053\u3078\u6e21\u308b\u304b\u3092\u6839\u62e0\u4ed8\u304d\u3067\u7b54\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u9023\u643a\u306e\u8a2d\u8a08\u66f8\u30fb\u9805\u76ee\u5b9a\u7fa9\u66f8\u30fb\u6539\u4fee\u8a18\u9332\u3092\u307e\u3068\u3081\u3066\u691c\u7d22\u3057\u3001\u300c\u3053\u306e\u9805\u76ee\u306f\u3069\u3053\u304b\u3089\u6765\u3066\u3069\u3053\u3078\u6e21\u308b\u304b\u300d\u306b\u3001\u6839\u62e0\u306e\u6587\u66f8\u3068\u7b87\u6240\u3092\u4ed8\u3051\u3066\u7b54\u3048\u307e\u3059\u3002\u7d4c\u8def\u306f1\u533a\u9593\u305a\u3064\u8fd4\u3057\u3001\u6839\u62e0\u306e\u7121\u3044\u533a\u9593\u306f\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u6b62\u3081\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0668","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-07","trigger":"**\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3078\u306e\u5165\u529b\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u5165\u308c\u308b\u306e\u306f\u3001\u9805\u76ee\u540d\u3001\u5206\u304b\u308c\u3070\u30b7\u30b9\u30c6\u30e0\u540d\u3001\u8abf\u3079\u305f\u3044\u5411\u304d\uff08\u4e0a\u6d41\u3078\u30fb\u4e0b\u6d41\u3078\u30fb\u4e21\u65b9\uff09\u306e3\u3064\u3067\u3059\u3002**\u5411\u304d\u3092\u5165\u308c\u3066\u3082\u3089\u3046\u306e\u306f\u3001\u4e21\u65b9\u5411\u306b\u5e83\u3052\u308b\u3068\u533a\u9593\u304c\u5897\u3048\u3059\u304e\u3066\u78ba\u8a8d\u304c\u7d42\u308f\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002**\n\n**\u6587\u66f8\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u3068\u306f\u5225\u306b\u5b9a\u671f\u3067\u52d5\u304b\u3057\u307e\u3059\u3002** Cloud Storage \u304b\u3089\u306e\u30c7\u30fc\u30bf\u306e\u540c\u671f\u306f\u30011\u65e5\u30fb3\u65e5\u30fb5\u65e5\u3054\u3068\u304b\u3089\u9078\u3079\u307e\u3059\u3002**\u6539\u4fee\u306e\u591a\u3044\u6642\u671f\u306f1\u65e5\u3054\u3068\u306b\u3057\u307e\u3059\u3002** \u8a2d\u8a08\u66f8\u306e\u66f4\u65b0\u304b\u3089\u691c\u7d22\u306b\u8f09\u308b\u307e\u3067\u306e\u9045\u308c\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306b\u300c\u6700\u7d42\u306e\u540c\u671f\u65e5\u300d\u3068\u3057\u3066\u51fa\u3057\u3066\u304a\u304d\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u8a2d\u8a08\u66f8 | \u9023\u643a\u306e\u65b9\u5f0f\u3001\u9001\u308a\u5074\u3068\u53d7\u3051\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3001\u30bf\u30a4\u30df\u30f3\u30b0\u3001\u30a8\u30e9\u30fc\u6642\u306e\u6271\u3044 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08Word\u30fbPDF\uff09 |\n| \u9805\u76ee\u5b9a\u7fa9\u66f8 | \u9805\u76ee\u306e\u8ad6\u7406\u540d\u30fb\u7269\u7406\u540d\u30fb\u578b\u30fb\u6841\u3001\u9001\u308a\u5074\u306e\u9805\u76ee\u3001\u5909\u63db\u306e\u898f\u5247 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08Excel\uff09 |\n| \u6539\u4fee\u8a18\u9332 | \u6539\u4fee\u306e\u756a\u53f7\u3001\u5bfe\u8c61\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3001\u5909\u3048\u305f\u9805\u76ee\u3001\u672c\u756a\u3078\u306e\u53cd\u6620\u65e5 | \u8ab2\u984c\u7ba1\u7406\u304b\u3089\u66f8\u304d\u51fa\u3057\u305f\u3082\u306e |\n| \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\uff08\u30c7\u30fc\u30bf\u8f9e\u66f8\uff09 | \u540c\u3058\u9805\u76ee\u306e\u30b7\u30b9\u30c6\u30e0\u3054\u3068\u306e\u540d\u524d | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u30e1\u30bf\u30c7\u30fc\u30bf | \u9001\u308a\u5074\u30fb\u53d7\u3051\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3001IF\u756a\u53f7\u3001\u7248\u3001\u72b6\u614b\uff08\u6709\u52b9\u30fb\u5ec3\u6b62\uff09\u3001\u6587\u66f8\u306e\u7a2e\u985e | \u53d6\u308a\u8fbc\u307f\u306e\u3068\u304d\u306b\u4ed8\u3051\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3067\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08b\uff09\u306e\u3068\u304a\u308a\u3001\u540c\u3058\u9805\u76ee\u304c\u30b7\u30b9\u30c6\u30e0\u3054\u3068\u306b\u9055\u3046\u540d\u524d\u3067\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u306f\u610f\u5473\u306e\u8fd1\u3044\u8a9e\u3082\u3042\u308b\u7a0b\u5ea6\u62fe\u3044\u307e\u3059\u304c\u3001**\u300c\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\u300d\u3068\u300c\u5c4a\u5148CD\u300d\u304c\u540c\u3058\u3082\u306e\u3060\u3068\u3044\u3046\u793e\u5185\u306e\u53d6\u308a\u6c7a\u3081\u307e\u3067\u306f\u77e5\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u9805\u76ee\u304b\u308950\u8a9e\u7a0b\u5ea6\u3067\u59cb\u3081\u307e\u3059\u3002\n\n**\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u300c\u72b6\u614b\u300d\u304c\u3001\u7248\u306e\u65b0\u65e7\u3092\u5206\u3051\u308b\u552f\u4e00\u306e\u624b\u304c\u304b\u308a\u3067\u3059\u3002** \u540c\u3058\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u53e4\u3044\u7248\u3092\u6b8b\u3057\u3066\u304a\u304f\u306e\u306f\u304b\u307e\u3044\u307e\u305b\u3093\u304c\u3001**\u72b6\u614b\u3092\u300c\u5ec3\u6b62\u300d\u306b\u3057\u3066\u3001\u691c\u7d22\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u3002**","data_source":"\u6587\u66f8\u306f\u3001Cloud Storage \u306b\u7f6e\u304d\u3001**\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u66f8\u3044\u305fJSONL\u30d5\u30a1\u30a4\u30eb**\u3068\u3042\u308f\u305b\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002JSONL\u306e1\u884c\u304c1\u6587\u66f8\u3067\u3001`id`\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5165\u308c\u308b `structData`\u3001\u6587\u66f8\u306e `content`\uff08`mimeType` \u3068 `uri`\uff09\u3092\u6301\u3061\u307e\u3059\u3002\n\n| \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee | \u4f8b | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `source_system` | \u8ca9\u58f2\u7ba1\u7406 | \u4e0a\u6d41\u3078\u305f\u3069\u308b\u3068\u304d\u306e\u7d5e\u308a\u8fbc\u307f |\n| `target_system` | \u5009\u5eab\u7ba1\u7406 | \u4e0b\u6d41\u3078\u305f\u3069\u308b\u3068\u304d\u306e\u7d5e\u308a\u8fbc\u307f |\n| `if_id` | IF-0123 | \u533a\u9593\u306e\u8b58\u5225 |\n| `doc_type` | \u8a2d\u8a08\u66f8\uff0f\u9805\u76ee\u5b9a\u7fa9\u66f8\uff0f\u6539\u4fee\u8a18\u9332\uff0f\u30c7\u30fc\u30bf\u8f9e\u66f8 | \u6839\u62e0\u306e\u7a2e\u985e\u306e\u8868\u793a |\n| `version` | 3.2 | \u533a\u9593\u306b\u7248\u3092\u6dfb\u3048\u308b |\n| `status` | \u6709\u52b9\uff0f\u5ec3\u6b62 | \u6709\u52b9\u306a\u7248\u3060\u3051\u306b\u7d5e\u308b |\n\nJSONL\u306e1\u884c\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n\n```json\n{\"id\": \"IF-0123-def-v3-2\", \"structData\": {\"source_system\": \"\u8ca9\u58f2\u7ba1\u7406\", \"target_system\": \"\u5009\u5eab\u7ba1\u7406\", \"if_id\": \"IF-0123\", \"doc_type\": \"\u9805\u76ee\u5b9a\u7fa9\u66f8\", \"version\": \"3.2\", \"status\": \"\u6709\u52b9\"}, \"content\": {\"mimeType\": \"application\/vnd.openxmlformats-officedocument.spreadsheetml.sheet\", \"uri\": \"gs:\/\/<bucket>\/if\/IF-0123_\u9805\u76ee\u5b9a\u7fa9\u66f8_v3.2.xlsx\"}}\n```\n\n**`id` \u306b\u7248\u3092\u542b\u3081\u3066\u304a\u304f\u3068\u3001\u540c\u3058\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u7248\u306e\u5165\u308c\u66ff\u3048\u304c\u8ffd\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002** \u65b0\u3057\u3044\u7248\u3092\u5165\u308c\u308b\u3068\u304d\u306f\u3001\u53e4\u3044\u7248\u306e\u884c\u306e `status` \u3092\u300c\u5ec3\u6b62\u300d\u306b\u3059\u308b\u304b\u3001Cloud Storage \u304b\u3089\u5916\u3057\u307e\u3059\u3002\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u306b\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u3092\u30b9\u30ad\u30fc\u30de\u3067\u300c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u300d\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** \u305d\u306e\u3046\u3048\u3067\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u3068\u304d\u306b `status: ANY(\"\u6709\u52b9\")` \u306e\u3088\u3046\u306a\u6761\u4ef6\u3092\u4ed8\u3051\u307e\u3059\u3002\u4e0b\u6d41\u3078\u305f\u3069\u308b\u3068\u304d\u306f `source_system`\u3001\u4e0a\u6d41\u3078\u305f\u3069\u308b\u3068\u304d\u306f `target_system` \u306e\u6761\u4ef6\u3092\u8db3\u3059\u3068\u3001**\u95a2\u4fc2\u306e\u7121\u3044\u30b7\u30b9\u30c6\u30e0\u306e\u540c\u3058\u540d\u524d\u306e\u9805\u76ee\u3092\u62fe\u3044\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002**\n\n\u540c\u671f\u306e\u65b9\u5f0f\u306f\u3001\u5dee\u5206\u3092\u8db3\u3059\u65b9\u5f0f\uff08INCREMENTAL\uff09\u3068\u3001Cloud Storage \u306e\u4e2d\u8eab\u306b\u5408\u308f\u305b\u3066\u4e38\u3054\u3068\u305d\u308d\u3048\u308b\u65b9\u5f0f\uff08FULL\uff09\u304c\u3042\u308a\u307e\u3059\u3002**FULL \u3067\u306f\u3001Cloud Storage \u304b\u3089\u6d88\u3057\u305f\u6587\u66f8\u304c\u691c\u7d22\u304b\u3089\u3082\u6d88\u3048\u307e\u3059\u3002** \u5ec3\u6b62\u3057\u305f\u7248\u3092 Cloud Storage \u304b\u3089\u5916\u3059\u904b\u7528\u306b\u3059\u308b\u306a\u3089\u3001FULL \u3092\u9078\u3073\u307e\u3059\u3002","preprocessing":"1. **\u6709\u52b9\u306a\u7248\u3060\u3051\u3092\u8907\u88fd\u3059\u308b** \u2026 \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u3001\u72b6\u614b\u304c\u300c\u6709\u52b9\u300d\u306e\u7248\u3060\u3051\u3092 Cloud Storage \u3078\u5199\u3057\u307e\u3059\u3002**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u300c\u6700\u65b0\u300d\u300c\u6539\u300d\u306f\u4fe1\u7528\u305b\u305a\u3001\u53f0\u5e33\u3067\u6709\u52b9\u3068\u6c7a\u3081\u305f\u7248\u3092\u5199\u3057\u307e\u3059**\n2. **\u9805\u76ee\u5b9a\u7fa9\u66f8\u306e1\u884c\u76ee\u3092\u898b\u51fa\u3057\u306b\u305d\u308d\u3048\u308b** \u2026 \u5217\u306e\u898b\u51fa\u3057\u304c2\u6bb5\u306b\u306a\u3063\u3066\u3044\u308b\u8868\u306f1\u6bb5\u306b\u76f4\u3057\u307e\u3059\u3002**\u898b\u51fa\u3057\u304c\u5d29\u308c\u308b\u3068\u3001\u3069\u306e\u5217\u304c\u300c\u9001\u308a\u5074\u306e\u9805\u76ee\u300d\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059**\n3. **\u6539\u4fee\u8a18\u9332\u3092\u6587\u66f8\u306b\u3059\u308b** \u2026 \u8ab2\u984c\u7ba1\u7406\u306e\u30c1\u30b1\u30c3\u30c8\u3092\u3001\u6539\u4fee\u306e\u756a\u53f7\u30fb\u5bfe\u8c61\u306eIF\u756a\u53f7\u30fb\u5909\u3048\u305f\u9805\u76ee\u30fb\u53cd\u6620\u65e5\u3092\u898b\u51fa\u3057\u306b\u3057\u305fHTML\u306b\u66f8\u304d\u51fa\u3057\u307e\u3059\n4. **\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3082\u6587\u66f8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3080** \u2026 \u691c\u7d22\u306e\u6839\u62e0\u3068\u3057\u3066\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n5. **\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3068\u5206\u5272\u306e\u8a2d\u5b9a\u3092\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u6c7a\u3081\u308b** \u2026 **\u30c1\u30e3\u30f3\u30af\u306e\u8a2d\u5b9a\u306f\u3001\u4f5c\u3063\u305f\u5f8c\u3067\u5165\u308c\u305f\u308a\u5916\u3057\u305f\u308a\u3067\u304d\u307e\u305b\u3093\u3002** \u898b\u51fa\u3057\u3092\u5404\u30c1\u30e3\u30f3\u30af\u306b\u542b\u3081\u308b\u8a2d\u5b9a\u306b\u3057\u307e\u3059\n6. **\u753b\u50cf\u3060\u3051\u306ePDF\u3092\u6d17\u3044\u51fa\u3059** \u2026 \u53e4\u3044\u8a2d\u8a08\u66f8\u306b\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u304c\u3042\u308a\u307e\u3059\u3002\u6587\u5b57\u306e\u5165\u3063\u305fPDF\u306b\u4f5c\u308a\u76f4\u3059\u304b\u3001OCR\u306e\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u307e\u3059\n\n**5\u756a\u76ee\u306f\u3001\u3084\u308a\u76f4\u3057\u304c\u52b9\u304d\u307e\u305b\u3093\u3002** \u898b\u51fa\u3057\u3092\u542b\u3081\u306a\u3044\u8a2d\u5b9a\u3067\u4f5c\u308b\u3068\u3001\u9805\u76ee\u5b9a\u7fa9\u66f8\u306e\u8868\u306e\u9014\u4e2d\u3067\u5207\u308c\u305f\u30c1\u30e3\u30f3\u30af\u306b\u3001**\u3069\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u8868\u306a\u306e\u304b\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u72b6\u614b**\u306b\u306a\u308a\u307e\u3059\u3002\u5f15\u7528\u3092\u958b\u3044\u3066\u3082\u3001\u3069\u306e\u8a2d\u8a08\u66f8\u306e\u8a71\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002","ai_processing":"**answer \u30e1\u30bd\u30c3\u30c9\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u300c\u3042\u308b\u9805\u76ee\u304c\u3001\u3069\u306e\u6587\u66f8\u306e\u3069\u3053\u3067\u3001\u3069\u3053\u304b\u3089\u3069\u3053\u3078\u6e21\u3055\u308c\u3066\u3044\u308b\u304b\u300d\u3092\u3001\u5f15\u7528\u4ed8\u304d\u3067\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** 1\u56de\u306e\u554f\u3044\u5408\u308f\u305b\u30671\u533a\u9593\u3092\u8fd4\u3055\u305b\u3001\u533a\u9593\u3092\u3064\u306a\u3050\u306e\u306f\u753b\u9762\u306e\u5074\u306e\u51e6\u7406\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u6bb5 | \u3055\u305b\u308b\u3053\u3068 |\n|:--|:--|\n| 1. \u5225\u540d\u306e\u5c55\u958b | \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u540c\u3058\u9805\u76ee\u306e\u5225\u540d\u3092\u691c\u7d22\u306e\u8a9e\u306b\u8db3\u3059\uff08\u753b\u9762\u306e\u5074\u306e\u51e6\u7406\uff09 |\n| 2. \u533a\u9593\u306e\u691c\u7d22 | \u300c\u3053\u306e\u9805\u76ee\u3092\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\uff08\u307e\u305f\u306f\u9001\u3063\u3066\u3044\u308b\uff09\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u3069\u308c\u304b\u300d\u3092\u3001\u72b6\u614b\uff1d\u6709\u52b9\u3067\u7d5e\u3063\u3066\u554f\u3046 |\n| 3. \u533a\u9593\u306e\u66f8\u304d\u51fa\u3057 | \u9001\u308a\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9805\u76ee\u3001\u53d7\u3051\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9805\u76ee\u3001\u5909\u63db\u306e\u898f\u5247\u306e\u6709\u7121\u3092\u3001\u5f15\u7528\u4ed8\u304d\u3067\u7b54\u3048\u3055\u305b\u308b |\n| 4. \u6b21\u306e\u533a\u9593\u3078 | \u53d7\u3051\u5074\u306e\u9805\u76ee\u540d\u3092\u65b0\u3057\u3044\u554f\u3044\u306b\u3057\u3066\u30012\u3078\u623b\u308b\uff08\u753b\u9762\u306e\u5074\u306e\u51e6\u7406\uff09 |\n| 5. \u6539\u4fee\u8a18\u9332\u306e\u7167\u5408 | \u305d\u306e\u533a\u9593\u306eIF\u756a\u53f7\u3067\u6539\u4fee\u8a18\u9332\u3092\u691c\u7d22\u3057\u3001\u8a2d\u8a08\u66f8\u306e\u7248\u3088\u308a\u65b0\u3057\u3044\u3082\u306e\u304c\u3042\u308c\u3070\u5370\u3092\u4ed8\u3051\u308b |\n\n\u753b\u9762\u306e\u5074\u304c answer \u30e1\u30bd\u30c3\u30c9\u306b\u6295\u3052\u308b\u554f\u3044\u306f\u3001\u533a\u9593\u3054\u3068\u306b\u6b21\u306e\u5f62\u3067\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002\n\n```\n\u3010\u554f\u3044\u3011\n\u30b7\u30b9\u30c6\u30e0\u300c{system}\u300d\u306e\u9805\u76ee\u300c{item}\u300d\uff08\u5225\u540d\uff1a{aliases}\uff09\u3092\u3001\n\u9001\u308a\u5074\u306e\u9805\u76ee\u3068\u3057\u3066\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u3059\u3079\u3066\u6319\u3052\u3001\n\u53d7\u3051\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9805\u76ee\u540d\u3001\u5909\u63db\u306e\u898f\u5247\u3092\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\u3010\u7d5e\u308a\u8fbc\u307f\u3011status: ANY(\"\u6709\u52b9\") AND source_system: ANY(\"{system}\")\n```\n\n**\u554f\u3044\u306e\u6587\u9762\u3092\u56fa\u5b9a\u3059\u308b\u306e\u306f\u3001\u7b54\u3048\u306e\u5f62\u3092\u305d\u308d\u3048\u308b\u305f\u3081\u3067\u3059\u3002** \u4eba\u304c\u81ea\u7531\u306b\u554f\u3046\u3068\u3001\u300c\u3069\u3053\u3078\u6e21\u308b\uff1f\u300d\u3068\u300c\u3069\u3053\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\uff1f\u300d\u3067\u62fe\u3046\u6587\u66f8\u304c\u5909\u308f\u308a\u3001\u533a\u9593\u306e\u4e26\u3073\u304c\u7d44\u307f\u7acb\u3066\u3089\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u533a\u9593\u3092\u3064\u306a\u3050\u306e\u3092\u751f\u6210AI\u306b\u4efb\u305b\u306a\u3044\u306e\u306f\u3001\u3064\u306a\u304e\u76ee\u3067\u63a8\u6e2c\u304c\u5165\u308b\u304b\u3089\u3067\u3059\u3002** \u300c\u53d7\u3051\u5074\u306e\u9805\u76ee\u300d\u304b\u3089\u300c\u6b21\u306e\u533a\u9593\u306e\u9001\u308a\u5074\u306e\u9805\u76ee\u300d\u3078\u79fb\u308b\u3068\u3053\u308d\u3067\u3001\u540d\u524d\u304c\u4f3c\u3066\u3044\u308b\u3060\u3051\u306e\u5225\u306e\u9805\u76ee\u306b\u3064\u306a\u3050\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u3064\u306a\u304e\u76ee\u306f\u3001\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u304b\u3001\u540c\u3058\u9805\u76ee\u540d\u306e\u5b8c\u5168\u4e00\u81f4\u306b\u9650\u308a\u307e\u3059\u3002**\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306b\u306f\u3001\u554f\u3044\u3092\u5c0f\u3055\u306a\u554f\u3044\u306b\u5206\u3051\u3066\u8abf\u3079\u308b\u50cd\u304d\uff08\u6700\u59275\u6bb5\u307e\u3067\uff09\u304c\u3042\u308a\u307e\u3059\u3002** \u305d\u308c\u3067\u3082\u3001\u3053\u306e\u69cb\u6210\u3067\u306f1\u56de1\u533a\u9593\u306b\u3057\u307e\u3059\u3002**\u533a\u9593\u3054\u3068\u306b\u6839\u62e0\u3092\u78ba\u304b\u3081\u3089\u308c\u308b\u5f62\u306e\u307b\u3046\u304c\u3001\u307e\u3068\u3081\u3066\u7b54\u3048\u3055\u305b\u308b\u3088\u308a\u78ba\u8a8d\u304c\u901f\u3044\u304b\u3089\u3067\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6839\u62e0\u306e\u7121\u3044\u533a\u9593\u306e\u88dc\u5b8c | \u300c\u304a\u305d\u3089\u304f\u6e21\u3063\u3066\u3044\u308b\u300d\u304c\u3001\u7121\u3044\u7d4c\u8def\u3092\u4f5c\u308b |\n| \u6539\u4fee\u306e\u5f71\u97ff\u7bc4\u56f2\u306e\u78ba\u5b9a | \u5909\u63db\u306e\u898f\u5247\u3084\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4e2d\u307e\u3067\u898b\u306a\u3044\u3068\u6c7a\u307e\u3089\u306a\u3044 |\n| \u7248\u306e\u65b0\u65e7\u306e\u5224\u65ad | \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u72b6\u614b\u3067\u6c7a\u3081\u308b |\n| \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u306e\u63a8\u6e2c | \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5225\u540d\u3067\u3064\u306a\u304c\u306a\u3044 |","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `promptSpec.preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u3067\u3001\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u9023\u643a\u3092\u8abf\u3079\u308b\u4fc2\u3067\u3059\u3002\n\u691c\u7d22\u7d50\u679c\u3068\u3057\u3066\u4e0e\u3048\u3089\u308c\u305f\u6587\u66f8\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u308b\u3053\u3068\u3011\n\u554f\u308f\u308c\u305f\u9805\u76ee\u306b\u3064\u3044\u3066\u3001\u6b21\u306e1\u533a\u9593\u3060\u3051\u3092\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9001\u308a\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9805\u76ee\u540d\uff08\u8ad6\u7406\u540d\u30fb\u7269\u7406\u540d\uff09\n- \u53d7\u3051\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9805\u76ee\u540d\uff08\u8ad6\u7406\u540d\u30fb\u7269\u7406\u540d\uff09\n- \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u756a\u53f7\u3068\u3001\u9023\u643a\u306e\u65b9\u5f0f\uff08\u30d5\u30a1\u30a4\u30eb\u30fbAPI \u306a\u3069\uff09\n- \u5909\u63db\u306e\u898f\u5247\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u5185\u5bb9\u3092\u305d\u306e\u307e\u307e\n\n\u3010\u5b88\u308b\u3053\u3068\u3011\n- \u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u533a\u9593\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u3053\u306e\u9805\u76ee\u3092\u53d7\u3051\u6e21\u3059\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u3001\u691c\u7d22\u3057\u305f\u6587\u66f8\u306e\u4e2d\u306b\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u3060\u3051\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9805\u76ee\u540d\u304c\u4f3c\u3066\u3044\u308b\u3060\u3051\u3067\u3001\u540c\u3058\u9805\u76ee\u3060\u3068\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u304b\u3001\u9805\u76ee\u5b9a\u7fa9\u66f8\u306e\u300c\u9001\u308a\u5074\u306e\u9805\u76ee\u300d\u306e\u5217\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u3060\u3051\u3001\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8907\u6570\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u5408\u306f\u3001\u3059\u3079\u3066\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u30021\u3064\u306b\u7d5e\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5909\u63db\u306e\u898f\u5247\u3092\u8981\u7d04\u3057\u305f\u308a\u3001\u8a00\u3044\u63db\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6539\u4fee\u306e\u5f71\u97ff\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3001\u6539\u4fee\u3057\u3066\u3088\u3044\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7b54\u3048\u306e\u5404\u6587\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u3092\u5f15\u7528\u3068\u3057\u3066\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n\u3042\u308f\u305b\u3066\u3001`answerGenerationSpec` \u3067 `includeCitations` \u3092\u6709\u52b9\u306b\u3057\u3001`ignoreLowRelevantContent` \u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002**\u95a2\u9023\u306e\u8584\u3044\u5185\u5bb9\u3057\u304b\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306b\u3001\u7121\u7406\u306b\u7b54\u3048\u3092\u4f5c\u3089\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** `groundingSpec` \u3067\u306f `filteringLevel` \u3092\u9ad8\u304f\u8a2d\u5b9a\u3057\u3001\u6839\u62e0\u3068\u306e\u7d50\u3073\u4ed8\u304d\u304c\u5f31\u3044\u7b54\u3048\u3092\u8fd4\u3055\u305b\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**\u300c\u4f3c\u3066\u3044\u308b\u3060\u3051\u3067\u540c\u3058\u9805\u76ee\u3068\u5224\u65ad\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u3064\u306a\u3052\u307e\u3059\u3002** \u300c\u53d7\u6ce8\u756a\u53f7\u300d\u3068\u300c\u53d7\u6ce8\u660e\u7d30\u756a\u53f7\u300d\u306e\u3088\u3046\u306b\u4e00\u90e8\u304c\u540c\u3058\u9805\u76ee\u306f\u3001\u751f\u6210AI\u306b\u306f\u540c\u3058\u3082\u306e\u306b\u898b\u3048\u3084\u3059\u304f\u3001**\u5b9f\u969b\u306b\u306f\u5225\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u5225\u306e\u9805\u76ee\u306a\u306e\u306b\u3001\u7d4c\u8def\u304c\u4e00\u672c\u306b\u3064\u306a\u304c\u3063\u3066\u898b\u3048\u307e\u3059\u3002**\n\n**\u300c\u5909\u63db\u306e\u898f\u5247\u3092\u8981\u7d04\u3057\u306a\u3044\u300d\u3082\u5927\u4e8b\u3067\u3059\u3002** \u300c\u5148\u982d\u30bc\u30ed\u57cb\u30818\u6841\u300d\u300c\u6d88\u8cbb\u7a0e\u8fbc\u307f\u306b\u63db\u7b97\u300d\u306e\u3088\u3046\u306a\u898f\u5247\u306f\u3001\u8981\u7d04\u3059\u308b\u3068\u843d\u3061\u308b\u90e8\u5206\u306b\u3053\u305d\u6539\u4fee\u306e\u5f71\u97ff\u304c\u3042\u308a\u307e\u3059\u3002","output_data":"**\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u304b\u3089\u6b21\u306e\u5f62\u3092\u7d44\u307f\u7acb\u3066\u3066\u8868\u793a\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"query_item\": \"\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\",\n  \"direction\": \"downstream\",\n  \"aliases\": [\"\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\", \"\u5c4a\u5148CD\"],\n  \"hops\": [\n    {\n      \"from_system\": \"\u8ca9\u58f2\u7ba1\u7406\",\n      \"from_item\": \"\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\uff08DLV_CD\uff09\",\n      \"to_system\": \"\u5009\u5eab\u7ba1\u7406\",\n      \"to_item\": \"\u5c4a\u5148CD\uff08TDK_CD\uff09\",\n      \"if_id\": \"IF-0123\",\n      \"transform_rule\": \"\u5148\u982d\u30bc\u30ed\u57cb\u30818\u6841\",\n      \"evidence\": [\n        { \"doc_type\": \"\u9805\u76ee\u5b9a\u7fa9\u66f8\", \"uri\": \"gs:\/\/...\/IF-0123_\u9805\u76ee\u5b9a\u7fa9\u66f8_v3.2.xlsx\", \"version\": \"3.2\", \"excerpt\": \"\" }\n      ],\n      \"newer_change\": { \"found\": true, \"change_id\": \"CHG-0456\", \"applied\": \"\" }\n    }\n  ],\n  \"stopped_at\": { \"item\": \"\", \"reason\": \"NO_RELEVANT_CONTENT\" },\n  \"last_sync\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`evidence` \u3092\u533a\u9593\u3054\u3068\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** answer \u30e1\u30bd\u30c3\u30c9\u306f\u3001\u56de\u7b54\u306e\u6587\u3068\u5f15\u7528\u5143\u3092\u7d50\u3076\u60c5\u5831\uff08`citations`\uff09\u3068\u3001\u5f15\u7528\u5143\u306e\u6587\u66f8\u306eURI\u3068\u30c1\u30e3\u30f3\u30af\u306e\u4e2d\u8eab\uff08`references`\uff09\u3092\u8fd4\u3057\u307e\u3059\u3002**\u753b\u9762\u3067\u306f\u3053\u308c\u3092\u533a\u9593\u3054\u3068\u306b\u4e26\u3079\u3001\u30af\u30ea\u30c3\u30af\u3067\u6587\u66f8\u3092\u958b\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`stopped_at` \u3067\u6b62\u307e\u3063\u305f\u7406\u7531\u3092\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** answer \u30e1\u30bd\u30c3\u30c9\u306f\u3001\u7b54\u3048\u3092\u4f5c\u3089\u306a\u304b\u3063\u305f\u3068\u304d\u306b\u7406\u7531\uff08`answerSkippedReasons`\uff09\u3092\u8fd4\u3057\u307e\u3059\u3002\u95a2\u9023\u3059\u308b\u5185\u5bb9\u304c\u7121\u3044\u3001\u6839\u62e0\u3068\u306e\u7d50\u3073\u4ed8\u304d\u304c\u5f31\u3044\u3001\u3068\u3044\u3063\u305f\u7406\u7531\u3067\u3059\u3002**\u6b62\u307e\u3063\u305f\u5834\u6240\u3068\u7406\u7531\u304c\u3001\u7b2c5\u7ae0\u306e7\u756a\u76ee\u3067\u62c5\u5f53\u8005\u304c\u8abf\u3079\u308b\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`newer_change` \u3067\u8a2d\u8a08\u66f8\u304c\u53e4\u3044\u53ef\u80fd\u6027\u3092\u793a\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u533a\u9593\u306e\u6839\u62e0\u306f\u8a2d\u8a08\u66f8\u3067\u3082\u3001\u305d\u306e\u5f8c\u306b\u6539\u4fee\u306e\u8a18\u9332\u304c\u3042\u308c\u3070\u3001**\u5909\u63db\u306e\u898f\u5247\u304c\u5909\u308f\u3063\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30d5\u30a9\u30eb\u30c0 | \u6709\u52b9\u306a\u7248\u306e\u5b9a\u671f\u306e\u8907\u88fd | Cloud Storage \u3078\u5199\u3059 |\n| \u8ab2\u984c\u7ba1\u7406 | \u30c1\u30b1\u30c3\u30c8\u306e\u5b9a\u671f\u306e\u66f8\u304d\u51fa\u3057 | \u6539\u4fee\u8a18\u9332\u3092HTML\u306b\u3057\u3066 Cloud Storage \u3078\u5199\u3059 |\n| Cloud Storage | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u540c\u671f\uff081\u65e5\u3054\u3068\uff09 | \u6587\u66f8\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080 |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u533a\u9593\u3054\u3068\u306e\u691c\u7d22\u3068\u56de\u7b54 |\n| \u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762 | \u500b\u5225\u306b\u4f5c\u308b | \u5165\u529b\u3001\u533a\u9593\u306e\u3064\u306a\u304e\u3001\u8868\u793a |\n\n**\u691c\u7d22\u306e\u5074\u304b\u3089\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3084\u8ab2\u984c\u7ba1\u7406\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u300c\u4e0d\u660e\u300d\u3067\u6b62\u307e\u3063\u305f\u533a\u9593\u3092\u8abf\u3079\u305f\u7d50\u679c\u306f\u3001**\u62c5\u5f53\u8005\u304c\u8a2d\u8a08\u66f8\u304b\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3092\u76f4\u3057\u3001\u6b21\u306e\u540c\u671f\u3067\u8f09\u308a\u307e\u3059\u3002**\n\n**\u793e\u5185\u306e\u6a29\u9650\u306b\u5408\u308f\u305b\u3066\u3001\u898b\u305b\u308b\u6587\u66f8\u3092\u5206\u3051\u308b\u3053\u3068\u3082\u8003\u3048\u307e\u3059\u3002** \u4eba\u4e8b\u3084\u7d66\u4e0e\u306e\u9023\u643a\u306e\u8a2d\u8a08\u66f8\u306b\u306f\u3001\u9805\u76ee\u306e\u540d\u524d\u3060\u3051\u3067\u3082\u77e5\u3089\u308c\u305f\u304f\u306a\u3044\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u3046\u3057\u305f\u6587\u66f8\u306f\u5225\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u5206\u3051\u3001\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306e\u5074\u3067\u4f7f\u3048\u308b\u4eba\u3092\u7d5e\u308a\u307e\u3059\u3002**","human_review":"**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u3059\u3079\u3066\u306e\u7b54\u3048\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u4e0b\u8abf\u3079\u306e\u6642\u9593\u3092\u6e1b\u3089\u3059\u3082\u306e\u3067\u3001\u7b54\u3048\u3092\u78ba\u5b9a\u3055\u305b\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n1. **\u533a\u9593\u3054\u3068\u306b\u6839\u62e0\u306e\u6587\u66f8\u3092\u958b\u304f** \u2026 \u5f15\u7528\u306e\u7b87\u6240\u304c\u3001\u672c\u5f53\u306b\u305d\u306e\u9805\u76ee\u306e\u53d7\u3051\u6e21\u3057\u3092\u66f8\u3044\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n2. **`newer_change` \u304c\u3042\u308b\u533a\u9593\u306f\u6539\u4fee\u8a18\u9332\u3092\u8aad\u3080** \u2026 \u5909\u63db\u306e\u898f\u5247\u304c\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **`stopped_at` \u306e\u533a\u9593\u3092\u8abf\u3079\u308b** \u2026 \u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4e2d\u3092\u898b\u308b\u3001\u8a73\u3057\u3044\u62c5\u5f53\u8005\u306b\u805e\u304f\u3001\u306a\u3069\u3067\u8abf\u3079\u307e\u3059\n4. **\u5206\u304b\u3063\u305f\u3053\u3068\u3092\u6587\u66f8\u306b\u8db3\u3059** \u2026 \u8a2d\u8a08\u66f8\u3092\u76f4\u3059\u304b\u3001\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u307e\u3059\n5. **\u554f\u3044\u5408\u308f\u305b\u305f\u4eba\u306b\u3001\u78ba\u304b\u3081\u305f\u7d4c\u8def\u3068\u6839\u62e0\u3092\u8fd4\u3059**\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5f15\u7528\u304c\u4ed8\u3044\u3066\u3044\u3066\u3082\u3001\u305d\u306e\u7b87\u6240\u304c\u300c\u5225\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u540c\u3058\u540d\u524d\u306e\u9805\u76ee\u300d\u3092\u66f8\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5f15\u7528\u304c\u3042\u308b\u3053\u3068\u3068\u3001\u5f15\u7528\u304c\u6b63\u3057\u3044\u3053\u3068\u306f\u5225\u3067\u3059\u3002**\n\n**\u78ba\u304b\u3081\u308b\u4eba\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u305f\u4eba\u3068\u306f\u5225\u306b\u3057\u307e\u3059\u3002** \u958b\u767a\u30d9\u30f3\u30c0\u30fc\u304c\u81ea\u5206\u3067\u533a\u9593\u306e\u4e26\u3073\u3092\u898b\u3066\u6539\u4fee\u306e\u7bc4\u56f2\u3092\u6c7a\u3081\u308b\u3068\u3001\u6839\u62e0\u3092\u958b\u304b\u305a\u306b\u9032\u3080\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u304c\u78ba\u304b\u3081\u305f\u533a\u9593\u3060\u3051\u3092\u300c\u78ba\u8a8d\u6e08\u307f\u300d\u3068\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002** \u76ee\u6a19\u306f\u3001\u533a\u9593\u304c\u3059\u3079\u3066\u3064\u306a\u304c\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u30671\u4ef6\u6570\u5206\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u9805\u76ee\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `stopped_at` \u306b `NO_RELEVANT_CONTENT`\u3002\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306b\u5225\u540d\u304c\u7121\u3044\u304b\u3092\u62c5\u5f53\u8005\u304c\u898b\u308b |\n| \u540c\u3058\u9805\u76ee\u3092\u53d7\u3051\u53d6\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u8907\u6570\u3042\u308b | \u3059\u3079\u3066\u4e26\u3079\u308b\u3002**1\u3064\u306b\u7d5e\u3089\u306a\u3044** |\n| \u533a\u9593\u304c\u5faa\u74b0\u3059\u308b\uff08A\u2192B\u2192A\uff09 | \u540c\u3058IF\u756a\u53f7\u304c2\u56de\u51fa\u305f\u3089\u6b62\u3081\u308b |\n| \u533a\u9593\u304c\u5897\u3048\u3059\u304e\u308b | 5\u533a\u9593\u3067\u6b62\u3081\u3001\u7d9a\u304d\u306f\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3059\u308b |\n| \u6709\u52b9\u306a\u7248\u3068\u5ec3\u6b62\u306e\u7248\u304c\u4e21\u65b9\u5f15\u304b\u308c\u308b | \u7d5e\u308a\u8fbc\u307f\u306e\u8a2d\u5b9a\u3092\u78ba\u304b\u3081\u308b\u3002**\u5ec3\u6b62\u306e\u7248\u3092\u6839\u62e0\u306b\u3057\u305f\u533a\u9593\u306f\u8868\u793a\u3057\u306a\u3044** |\n| \u753b\u50cf\u3060\u3051\u306ePDF\u3067\u6587\u5b57\u304c\u53d6\u308c\u306a\u3044 | \u6587\u5b57\u306e\u5165\u3063\u305fPDF\u306b\u4f5c\u308a\u76f4\u3059\u304b\u3001OCR\u306e\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3046 |\n| \u9805\u76ee\u5b9a\u7fa9\u66f8\u306e\u8868\u306e\u898b\u51fa\u3057\u304c\u5d29\u308c\u3066\u3044\u308b | \u524d\u51e6\u7406\u30671\u6bb5\u306e\u898b\u51fa\u3057\u306b\u76f4\u3057\u3066\u53d6\u308a\u8fbc\u307f\u76f4\u3059 |\n| \u540c\u671f\u304c\u6b62\u307e\u3063\u3066\u53e4\u3044\u6587\u66f8\u304c\u6b8b\u308b | \u753b\u9762\u306e\u6700\u7d42\u306e\u540c\u671f\u65e5\u3067\u6c17\u3065\u3051\u308b\u3088\u3046\u306b\u3059\u308b |\n\n**\u533a\u9593\u306e\u4e0a\u9650\u30925\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u78ba\u8a8d\u306e\u624b\u9593\u306b\u5408\u308f\u305b\u308b\u305f\u3081\u3067\u3059\u3002** 5\u533a\u9593\u3092\u8d85\u3048\u308b\u7d4c\u8def\u306f\u3001\u305d\u3082\u305d\u3082\u4eba\u304c\u78ba\u304b\u3081\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u304b\u3089\u5148\u306f\u3001\u8a73\u3057\u3044\u62c5\u5f53\u8005\u3068\u4e00\u7dd2\u306b\u898b\u308b\u554f\u3044\u5408\u308f\u305b\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**","log_storage":"- \u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\uff08\u9805\u76ee\u540d\u3001\u30b7\u30b9\u30c6\u30e0\u540d\u3001\u5411\u304d\uff09\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u305f\u4eba\u30fb\u65e5\u6642\n- \u5c55\u958b\u3057\u305f\u5225\u540d\u306e\u4e00\u89a7\u3068\u3001\u4f7f\u3063\u305f\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306e\u7248\n- \u533a\u9593\u3054\u3068\u306e answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\uff08\u56de\u7b54\u3001\u5f15\u7528\u3001\u53c2\u7167\u3057\u305f\u6587\u66f8\u3001\u6b62\u307e\u3063\u305f\u7406\u7531\uff09\n- \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u7d50\u679c\uff08\u533a\u9593\u3054\u3068\u306b\u3001\u6b63\u3057\u3044\uff0f\u8aa4\u308a\uff0f\u78ba\u304b\u3081\u3089\u308c\u306a\u3044\uff09\n- `stopped_at` \u3092\u8abf\u3079\u305f\u7d50\u679c\u3068\u3001\u76f4\u3057\u305f\u6587\u66f8\u30fb\u5bfe\u5fdc\u8868\n- \u305d\u306e\u3068\u304d\u306e\u6700\u7d42\u306e\u540c\u671f\u65e5\n\n**4\u3064\u76ee\u306e\u300c\u533a\u9593\u3054\u3068\u306e\u6b63\u8aa4\u300d\u3092\u5fc5\u305a\u6b8b\u3057\u307e\u3059\u3002** \u8aa4\u308a\u306e\u591a\u3044\u6587\u66f8\u3084\u3001\u8aa4\u3063\u3066\u3064\u306a\u304c\u308a\u3084\u3059\u3044\u9805\u76ee\u540d\u304c\u5206\u304b\u308c\u3070\u3001**\u76f4\u3059\u3079\u304d\u8a2d\u8a08\u66f8\u3068\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u3079\u304d\u5225\u540d\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002**\n\n**\u78ba\u304b\u3081\u305f\u7d4c\u8def\u306f\u3001\u6b21\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u518d\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u540c\u3058\u9805\u76ee\u306e\u540c\u3058\u5411\u304d\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u7e70\u308a\u8fd4\u3057\u6765\u307e\u3059\u3002\u78ba\u8a8d\u6e08\u307f\u306e\u7d4c\u8def\u3092\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306b\u6b8b\u3057\u3001**\u6b21\u306b\u540c\u3058\u554f\u3044\u304c\u6765\u305f\u3089\u3001\u78ba\u8a8d\u3057\u305f\u65e5\u3068\u3001\u305d\u306e\u5f8c\u306e\u6539\u4fee\u8a18\u9332\u306e\u6709\u7121\u3092\u6dfb\u3048\u3066\u5148\u306b\u898b\u305b\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":8,"assumption_frequency":200,"assumption_workdays":20,"volume_month":200,"before_minutes_per_case":30,"after_minutes_per_case":9,"hourly_cost":4000,"before_hours_month":100,"after_hours_month":30,"saved_hours_month":70,"reduction_rate":70,"saved_hours_year":840,"annual_cost_effect":3360000,"summary":"\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u9023\u643a\u306e\u8a2d\u8a08\u66f8\u30fb\u9805\u76ee\u5b9a\u7fa9\u66f8\u30fb\u6539\u4fee\u8a18\u9332\u3092\u307e\u3068\u3081\u3066\u691c\u7d22\u3057\u3001\u300c\u3053\u306e\u9805\u76ee\u306f\u3069\u3053\u304b\u3089\u6765\u3066\u3069\u3053\u3078\u6e21\u308b\u304b\u300d\u306b\u3001\u6839\u62e0\u306e\u6587\u66f8\u3068\u7b87\u6240\u3092\u4ed8\u3051\u3066\u7b54\u3048\u307e\u3059\u3002\u7d4c\u8def\u306f1\u533a\u9593\u305a\u3064\u8fd4\u3057\u3001\u6839\u62e0\u306e\u7121\u3044\u533a\u9593\u306f\u300c\u4e0d\u660e\u300d\u3068\u3057\u3066\u6b62\u3081\u307e\u3059\u3002","before_flow":"1. \u554f\u3044\u5408\u308f\u305b\u3092\u30c1\u30e3\u30c3\u30c8\u3067\u53d7\u3051\u308b\uff08\u4f8b\uff1a\u300c\u51fa\u8377\u6307\u793a\u30c7\u30fc\u30bf\u306e\u300e\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\u300f\u306f\u3001\u3069\u3053\u3067\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u304b\u300d\uff09\n2. \u62c5\u5f53\u8005\u304c\u3001\u5fc3\u5f53\u305f\u308a\u306e\u3042\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u8a2d\u8a08\u66f8\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u63a2\u3059\n3. \u9805\u76ee\u5b9a\u7fa9\u66f8\u3092\u958b\u304d\u3001\u9805\u76ee\u540d\u3067\u691c\u7d22\u3059\u308b\u3002\u30b7\u30b9\u30c6\u30e0\u3054\u3068\u306b\u9805\u76ee\u540d\u304c\u9055\u3046\u306e\u3067\u3001\u8ad6\u7406\u540d\u3068\u7269\u7406\u540d\u306e\u4e21\u65b9\u3067\u63a2\u3059\n4. \u898b\u3064\u304b\u3063\u305f\u9805\u76ee\u306e\u300c\u5143\u306e\u30b7\u30b9\u30c6\u30e0\u300d\u306e\u5074\u306e\u8a2d\u8a08\u66f8\u3092\u958b\u304d\u3001\u3055\u3089\u306b\u4e0a\u6d41\u3078\u305f\u3069\u308b\n5. \u8ab2\u984c\u7ba1\u7406\u3067\u3001\u305d\u306e\u9805\u76ee\u306b\u95a2\u308f\u308b\u6539\u4fee\u306e\u30c1\u30b1\u30c3\u30c8\u3092\u63a2\u3057\u3001\u8a2d\u8a08\u66f8\u304c\u6700\u65b0\u304b\u3092\u78ba\u304b\u3081\u308b\n6. \u7d4c\u8def\u3092\u30c1\u30e3\u30c3\u30c8\u306b\u66f8\u3044\u3066\u8fd4\u3059\u3002\u6839\u62e0\u306e\u6587\u66f8\u306e\u5834\u6240\u3092\u66f8\u304f\u304b\u3069\u3046\u304b\u306f\u62c5\u5f53\u8005\u6b21\u7b2c\n\n**\uff08a\uff09\u63a2\u3059\u6642\u9593\u304c\u307b\u3068\u3093\u3069\u3002** \u7d4c\u8def\u305d\u306e\u3082\u306e\u3092\u8003\u3048\u308b\u6642\u9593\u306f\u77ed\u304f\u3001**\u3069\u306e\u8a2d\u8a08\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u63a2\u3059\u6642\u9593\u304c\u5927\u534a\u3067\u3059\u3002** \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u968e\u5c64\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u5225\u30fb\u5e74\u5ea6\u5225\u30fb\u958b\u767a\u4f1a\u793e\u5225\u304c\u6df7\u5728\u3057\u3066\u3044\u307e\u3059\u3002\n\n**\uff08b\uff09\u9805\u76ee\u540d\u304c\u30b7\u30b9\u30c6\u30e0\u3092\u307e\u305f\u3044\u3067\u5909\u308f\u308b\u3002** \u8ca9\u58f2\u7ba1\u7406\u306e\u300c\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\u300d\u304c\u3001\u5009\u5eab\u7ba1\u7406\u3067\u306f\u300c\u5c4a\u5148CD\u300d\u3001\u904b\u9001\u4f1a\u793e\u5411\u3051\u306e\u30c7\u30fc\u30bf\u3067\u306f\u5225\u306e\u540d\u524d\u306b\u306a\u308a\u307e\u3059\u3002**\u540c\u3058\u9805\u76ee\u3060\u3068\u77e5\u3063\u3066\u3044\u308b\u4eba\u3057\u304b\u3001\u3064\u306a\u3052\u307e\u305b\u3093\u3002**\n\n**\uff08c\uff09\u7248\u306e\u65b0\u65e7\u304c\u6df7\u3056\u308b\u3002** \u540c\u3058\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u8a2d\u8a08\u66f8\u304c\u300cv3\u300d\u300cv3_\u6539\u300d\u300c\u6700\u65b0\u300d\u306e\u3088\u3046\u306b\u8907\u6570\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002**\u53e4\u3044\u7248\u3092\u898b\u3066\u7b54\u3048\u3001\u6539\u4fee\u5f8c\u306e\u5909\u63db\u306e\u898f\u5247\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u7b54\u3048\u306b\u6839\u62e0\u304c\u4ed8\u304b\u306a\u3044\u3002** \u8a73\u3057\u3044\u62c5\u5f53\u8005\u306f\u8a18\u61b6\u3067\u7b54\u3048\u3089\u308c\u307e\u3059\u304c\u3001**\u6839\u62e0\u306e\u6587\u66f8\u304c\u793a\u3055\u308c\u306a\u3044\u306e\u3067\u3001\u805e\u3044\u305f\u5074\u306f\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002** \u305d\u306e\u62c5\u5f53\u8005\u304c\u7570\u52d5\u3059\u308b\u3068\u3001\u540c\u3058\u554f\u3044\u306b\u307e\u305f\u4e00\u304b\u3089\u63a2\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002","before_flow_steps":["\u554f\u3044\u5408\u308f\u305b\u3092\u30c1\u30e3\u30c3\u30c8\u3067\u53d7\u3051\u308b\uff08\u4f8b\uff1a\u300c\u51fa\u8377\u6307\u793a\u30c7\u30fc\u30bf\u306e\u300e\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\u300f\u306f\u3001\u3069\u3053\u3067\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u304b\u300d\uff09","\u62c5\u5f53\u8005\u304c\u3001\u5fc3\u5f53\u305f\u308a\u306e\u3042\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u8a2d\u8a08\u66f8\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u63a2\u3059","\u9805\u76ee\u5b9a\u7fa9\u66f8\u3092\u958b\u304d\u3001\u9805\u76ee\u540d\u3067\u691c\u7d22\u3059\u308b\u3002\u30b7\u30b9\u30c6\u30e0\u3054\u3068\u306b\u9805\u76ee\u540d\u304c\u9055\u3046\u306e\u3067\u3001\u8ad6\u7406\u540d\u3068\u7269\u7406\u540d\u306e\u4e21\u65b9\u3067\u63a2\u3059","\u898b\u3064\u304b\u3063\u305f\u9805\u76ee\u306e\u300c\u5143\u306e\u30b7\u30b9\u30c6\u30e0\u300d\u306e\u5074\u306e\u8a2d\u8a08\u66f8\u3092\u958b\u304d\u3001\u3055\u3089\u306b\u4e0a\u6d41\u3078\u305f\u3069\u308b","\u8ab2\u984c\u7ba1\u7406\u3067\u3001\u305d\u306e\u9805\u76ee\u306b\u95a2\u308f\u308b\u6539\u4fee\u306e\u30c1\u30b1\u30c3\u30c8\u3092\u63a2\u3057\u3001\u8a2d\u8a08\u66f8\u304c\u6700\u65b0\u304b\u3092\u78ba\u304b\u3081\u308b","\u7d4c\u8def\u3092\u30c1\u30e3\u30c3\u30c8\u306b\u66f8\u3044\u3066\u8fd4\u3059\u3002\u6839\u62e0\u306e\u6587\u66f8\u306e\u5834\u6240\u3092\u66f8\u304f\u304b\u3069\u3046\u304b\u306f\u62c5\u5f53\u8005\u6b21\u7b2c"],"after_flow":"1. **\u3010\u4eba\u3011** \u554f\u3044\u5408\u308f\u305b\u308b\u4eba\u304c\u3001\u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306b\u9805\u76ee\u540d\u3068\u30b7\u30b9\u30c6\u30e0\u540d\u3092\u5165\u308c\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\uff08\u30c7\u30fc\u30bf\u8f9e\u66f8\uff09\u304b\u3089\u3001\u540c\u3058\u9805\u76ee\u306e\u5225\u540d\u3092\u5f15\u304d\u3001\u691c\u7d22\u306e\u8a9e\u3092\u5e83\u3052\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u6709\u52b9\u306a\u7248\u306e\u6587\u66f8\u3060\u3051\u306b\u7d5e\u3063\u3066\u691c\u7d22\u3057\u3001\u305d\u306e\u9805\u76ee\u3092\u542b\u3080\u9023\u643a\u306e\u8a2d\u8a08\u66f8\u3068\u9805\u76ee\u5b9a\u7fa9\u66f8\u3092\u63a2\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u898b\u3064\u304b\u3063\u305f\u53d7\u3051\u6e21\u3057\u30921\u533a\u9593\u305a\u3064\u3001\u6839\u62e0\u306e\u6587\u66f8\u3068\u7b87\u6240\u3092\u4ed8\u3051\u3066\u4e26\u3079\u308b\u3002\u6839\u62e0\u306e\u7121\u3044\u533a\u9593\u306f\u300c\u4e0d\u660e\u300d\u3067\u6b62\u3081\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u305d\u306e\u533a\u9593\u306e\u8a2d\u8a08\u66f8\u3088\u308a\u65b0\u3057\u3044\u6539\u4fee\u8a18\u9332\u304c\u3042\u308c\u3070\u3001\u300c\u8a2d\u8a08\u66f8\u304c\u53e4\u3044\u53ef\u80fd\u6027\u300d\u306e\u5370\u3092\u4ed8\u3051\u308b\n6. **\u3010\u4eba\u3011** \u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u304c\u3001\u533a\u9593\u3054\u3068\u306e\u6839\u62e0\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u554f\u3044\u5408\u308f\u305b\u305f\u4eba\u306b\u8fd4\u3059\n7. **\u3010\u4eba\u3011** \u300c\u4e0d\u660e\u300d\u3067\u6b62\u307e\u3063\u305f\u533a\u9593\u306f\u3001\u62c5\u5f53\u8005\u304c\u8abf\u3079\u3001\u5206\u304b\u3063\u305f\u3053\u3068\u3092\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u304b\u8a2d\u8a08\u66f8\u306b\u8db3\u3059\n\n**6\u756a\u76ee\u306e\u78ba\u8a8d\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u533a\u9593\u306e\u4e26\u3073\u306f\u4e0b\u8abf\u3079\u3067\u3042\u3063\u3066\u3001\u6539\u4fee\u306e\u5f71\u97ff\u7bc4\u56f2\u306e\u78ba\u5b9a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u6839\u62e0\u306e\u6587\u66f8\u3092\u958b\u3044\u3066\u3001\u5909\u63db\u306e\u898f\u5247\u307e\u3067\u8aad\u3080\u306e\u306f\u4eba\u3067\u3059\u3002**\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u80b2\u3066\u308b\u5de5\u7a0b\u3067\u3059\u3002** \u300c\u4e0d\u660e\u300d\u3067\u6b62\u307e\u3063\u305f\u533a\u9593\u306f\u3001\u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u77e5\u8b58\u304c\u62c5\u5f53\u8005\u306e\u982d\u306e\u4e2d\u306b\u3042\u308b\u3068\u3053\u308d\u3067\u3059\u3002**\u305d\u3053\u3092\u6587\u66f8\u306b\u8db3\u3059\u305f\u3073\u306b\u3001\u6b21\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u6b62\u307e\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u554f\u3044\u5408\u308f\u305b\u308b\u4eba\u304c\u3001\u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306b\u9805\u76ee\u540d\u3068\u30b7\u30b9\u30c6\u30e0\u540d\u3092\u5165\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\uff08\u30c7\u30fc\u30bf\u8f9e\u66f8\uff09\u304b\u3089\u3001\u540c\u3058\u9805\u76ee\u306e\u5225\u540d\u3092\u5f15\u304d\u3001\u691c\u7d22\u306e\u8a9e\u3092\u5e83\u3052\u308b","**\u3010\u81ea\u52d5\u3011** \u6709\u52b9\u306a\u7248\u306e\u6587\u66f8\u3060\u3051\u306b\u7d5e\u3063\u3066\u691c\u7d22\u3057\u3001\u305d\u306e\u9805\u76ee\u3092\u542b\u3080\u9023\u643a\u306e\u8a2d\u8a08\u66f8\u3068\u9805\u76ee\u5b9a\u7fa9\u66f8\u3092\u63a2\u3059","**\u3010\u81ea\u52d5\u3011** \u898b\u3064\u304b\u3063\u305f\u53d7\u3051\u6e21\u3057\u30921\u533a\u9593\u305a\u3064\u3001\u6839\u62e0\u306e\u6587\u66f8\u3068\u7b87\u6240\u3092\u4ed8\u3051\u3066\u4e26\u3079\u308b\u3002\u6839\u62e0\u306e\u7121\u3044\u533a\u9593\u306f\u300c\u4e0d\u660e\u300d\u3067\u6b62\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u305d\u306e\u533a\u9593\u306e\u8a2d\u8a08\u66f8\u3088\u308a\u65b0\u3057\u3044\u6539\u4fee\u8a18\u9332\u304c\u3042\u308c\u3070\u3001\u300c\u8a2d\u8a08\u66f8\u304c\u53e4\u3044\u53ef\u80fd\u6027\u300d\u306e\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u304c\u3001\u533a\u9593\u3054\u3068\u306e\u6839\u62e0\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u554f\u3044\u5408\u308f\u305b\u305f\u4eba\u306b\u8fd4\u3059","**\u3010\u4eba\u3011** \u300c\u4e0d\u660e\u300d\u3067\u6b62\u307e\u3063\u305f\u533a\u9593\u306f\u3001\u62c5\u5f53\u8005\u304c\u8abf\u3079\u3001\u5206\u304b\u3063\u305f\u3053\u3068\u3092\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u304b\u8a2d\u8a08\u66f8\u306b\u8db3\u3059"],"architecture":"```\n\u8a2d\u8a08\u66f8\uff08Word\u30fbPDF\uff09\uff0f\u9805\u76ee\u5b9a\u7fa9\u66f8\uff08Excel\uff09\uff0f\u6539\u4fee\u8a18\u9332\uff08\u8ab2\u984c\u7ba1\u7406\u304b\u3089\u66f8\u304d\u51fa\u3057\uff09\n   \u2502   \u30e1\u30bf\u30c7\u30fc\u30bf\uff1a\u30b7\u30b9\u30c6\u30e0\uff08\u9001\u308a\u5074\u30fb\u53d7\u3051\u5074\uff09\u3001IF\u756a\u53f7\u3001\u7248\u3001\u72b6\u614b\uff08\u6709\u52b9\u30fb\u5ec3\u6b62\uff09\n   \u25bc\nCloud Storage\uff08\u6587\u66f8\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u306eJSONL\uff09\n   \u25bc\u3010\u5b9a\u671f\u540c\u671f\u3011\nVertex AI Search\uff08Agent Search\uff09\u2500\u2500 \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u8868\u3068\u898b\u51fa\u3057\u3092\u4fdd\u3063\u3066\u5206\u5272\n   \u25b2\n   \u2502 answer \u30e1\u30bd\u30c3\u30c9\uff08\u5f15\u7528\u4ed8\u304d\u3001\u72b6\u614b\uff1d\u6709\u52b9\u3067\u7d5e\u308a\u8fbc\u307f\uff09\n   \u2502\n\u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762 \u2500\u2500 \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3067\u5225\u540d\u3092\u5e83\u3052\u308b\n   \u25bc\n\u533a\u9593\u306e\u4e26\u3073\uff08\u9001\u308a\u5074\u306e\u9805\u76ee \u2192 \u53d7\u3051\u5074\u306e\u9805\u76ee\u3001\u6839\u62e0\u306e\u6587\u66f8\u3068\u7b87\u6240\uff09\n   \u25bc\n\u3010\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u304c\u6839\u62e0\u3092\u78ba\u304b\u3081\u3066\u8fd4\u3059\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\uff08\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3001answer \u30e1\u30bd\u30c3\u30c9\uff09 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u6587\u66f8\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\uff09 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u306e\u5b9a\u671f\u306e\u8907\u88fd |\n| \u753b\u9762 | \u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\uff08\u500b\u5225\u306b\u4f5c\u308b\uff09 | \u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u306e\u30dc\u30c3\u30c8 |\n\n**\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3068\u8ab2\u984c\u7ba1\u7406\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6587\u66f8\u306e\u7f6e\u304d\u5834\u6240\u306f\u305d\u306e\u307e\u307e\u306b\u3057\u3066\u3001**\u6709\u52b9\u306a\u7248\u3060\u3051\u3092 Cloud Storage \u306b\u8907\u88fd\u3059\u308b\u4ed5\u7d44\u307f**\u3092\u8db3\u3057\u307e\u3059\u3002\u8907\u88fd\u306e\u4ed5\u7d44\u307f\u3068\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306f\u3001\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u4f5c\u308a\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Vertex AI Search \u3067\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001Vertex AI Search \u306f Agent Search \u3078\u540d\u524d\u304c\u5909\u308f\u308a\u3064\u3064\u3042\u308b\u3068\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u52b9\u304f\u306e\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3068 answer \u30e1\u30bd\u30c3\u30c9\u306e2\u3064\u3067\u3059\u3002**\n\n**\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u306f\u3001PDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u3092\u6271\u3044\u3001\u6587\u7ae0\u306e\u304b\u305f\u307e\u308a\u3001\u8868\u3001\u7b87\u6761\u66f8\u304d\u3001\u898b\u51fa\u3057\u3092\u898b\u5206\u3051\u307e\u3059\u3002** \u9805\u76ee\u5b9a\u7fa9\u66f8\u306fExcel\u306e\u8868\u3067\u30011\u884c\u304c1\u3064\u306e\u9805\u76ee\u3067\u3059\u3002**\u8868\u3092\u8868\u3068\u3057\u3066\u8aad\u3081\u308b\u3053\u3068\u304c\u3001\u9805\u76ee\u306e\u5bfe\u5fdc\u3092\u53d6\u308a\u51fa\u3059\u3046\u3048\u3067\u6b20\u304b\u305b\u307e\u305b\u3093\u3002** \u6587\u66f8\u3092\u5206\u5272\u3059\u308b\u5358\u4f4d\uff08\u30c1\u30e3\u30f3\u30af\uff09\u306f100\u301c500\u306e\u7bc4\u56f2\u3067\u6307\u5b9a\u3067\u304d\u3001\u65e2\u5b9a\u306f500\u3067\u3059\u3002**\u5404\u30c1\u30e3\u30f3\u30af\u306b\u898b\u51fa\u3057\u3092\u542b\u3081\u308b\u304b\u3082\u9078\u3079\u307e\u3059\u3002**\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306f\u3001\u691c\u7d22\u3057\u305f\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001\u56de\u7b54\u306e\u6587\u3054\u3068\u306b\u5f15\u7528\u3092\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002** \u56de\u7b54\u306e\u6587\u3068\u5f15\u7528\u5143\u306e\u30c1\u30e3\u30f3\u30af\u3092\u7d50\u3076\u60c5\u5831\u3001\u5f15\u7528\u5143\u306e\u6587\u66f8\u306eURI\u3001\u30c1\u30e3\u30f3\u30af\u306e\u4e2d\u8eab\u304c\u8fd4\u308a\u307e\u3059\u3002**\u6839\u62e0\u306e\u7121\u3044\u533a\u9593\u3092\u6b62\u3081\u308b\u3001\u3068\u3044\u3046\u8a2d\u8a08\u306e\u62e0\u308a\u6240\u306f\u3053\u3053\u306b\u3042\u308a\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3078\u306e\u5165\u529b\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u5165\u308c\u308b\u306e\u306f\u3001\u9805\u76ee\u540d\u3001\u5206\u304b\u308c\u3070\u30b7\u30b9\u30c6\u30e0\u540d\u3001\u8abf\u3079\u305f\u3044\u5411\u304d\uff08\u4e0a\u6d41\u3078\u30fb\u4e0b\u6d41\u3078\u30fb\u4e21\u65b9\uff09\u306e3\u3064\u3067\u3059\u3002**\u5411\u304d\u3092\u5165\u308c\u3066\u3082\u3089\u3046\u306e\u306f\u3001\u4e21\u65b9\u5411\u306b\u5e83\u3052\u308b\u3068\u533a\u9593\u304c\u5897\u3048\u3059\u304e\u3066\u78ba\u8a8d\u304c\u7d42\u308f\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002**\n\n**\u6587\u66f8\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u3068\u306f\u5225\u306b\u5b9a\u671f\u3067\u52d5\u304b\u3057\u307e\u3059\u3002** Cloud Storage \u304b\u3089\u306e\u30c7\u30fc\u30bf\u306e\u540c\u671f\u306f\u30011\u65e5\u30fb3\u65e5\u30fb5\u65e5\u3054\u3068\u304b\u3089\u9078\u3079\u307e\u3059\u3002**\u6539\u4fee\u306e\u591a\u3044\u6642\u671f\u306f1\u65e5\u3054\u3068\u306b\u3057\u307e\u3059\u3002** \u8a2d\u8a08\u66f8\u306e\u66f4\u65b0\u304b\u3089\u691c\u7d22\u306b\u8f09\u308b\u307e\u3067\u306e\u9045\u308c\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306b\u300c\u6700\u7d42\u306e\u540c\u671f\u65e5\u300d\u3068\u3057\u3066\u51fa\u3057\u3066\u304a\u304d\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u8a2d\u8a08\u66f8 | \u9023\u643a\u306e\u65b9\u5f0f\u3001\u9001\u308a\u5074\u3068\u53d7\u3051\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3001\u30bf\u30a4\u30df\u30f3\u30b0\u3001\u30a8\u30e9\u30fc\u6642\u306e\u6271\u3044 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08Word\u30fbPDF\uff09 |\n| \u9805\u76ee\u5b9a\u7fa9\u66f8 | \u9805\u76ee\u306e\u8ad6\u7406\u540d\u30fb\u7269\u7406\u540d\u30fb\u578b\u30fb\u6841\u3001\u9001\u308a\u5074\u306e\u9805\u76ee\u3001\u5909\u63db\u306e\u898f\u5247 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08Excel\uff09 |\n| \u6539\u4fee\u8a18\u9332 | \u6539\u4fee\u306e\u756a\u53f7\u3001\u5bfe\u8c61\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3001\u5909\u3048\u305f\u9805\u76ee\u3001\u672c\u756a\u3078\u306e\u53cd\u6620\u65e5 | \u8ab2\u984c\u7ba1\u7406\u304b\u3089\u66f8\u304d\u51fa\u3057\u305f\u3082\u306e |\n| \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\uff08\u30c7\u30fc\u30bf\u8f9e\u66f8\uff09 | \u540c\u3058\u9805\u76ee\u306e\u30b7\u30b9\u30c6\u30e0\u3054\u3068\u306e\u540d\u524d | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u30e1\u30bf\u30c7\u30fc\u30bf | \u9001\u308a\u5074\u30fb\u53d7\u3051\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3001IF\u756a\u53f7\u3001\u7248\u3001\u72b6\u614b\uff08\u6709\u52b9\u30fb\u5ec3\u6b62\uff09\u3001\u6587\u66f8\u306e\u7a2e\u985e | \u53d6\u308a\u8fbc\u307f\u306e\u3068\u304d\u306b\u4ed8\u3051\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3067\u3059\u3002** \u7b2c3\u7ae0\u306e\uff08b\uff09\u306e\u3068\u304a\u308a\u3001\u540c\u3058\u9805\u76ee\u304c\u30b7\u30b9\u30c6\u30e0\u3054\u3068\u306b\u9055\u3046\u540d\u524d\u3067\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u306f\u610f\u5473\u306e\u8fd1\u3044\u8a9e\u3082\u3042\u308b\u7a0b\u5ea6\u62fe\u3044\u307e\u3059\u304c\u3001**\u300c\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\u300d\u3068\u300c\u5c4a\u5148CD\u300d\u304c\u540c\u3058\u3082\u306e\u3060\u3068\u3044\u3046\u793e\u5185\u306e\u53d6\u308a\u6c7a\u3081\u307e\u3067\u306f\u77e5\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u9805\u76ee\u304b\u308950\u8a9e\u7a0b\u5ea6\u3067\u59cb\u3081\u307e\u3059\u3002\n\n**\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u300c\u72b6\u614b\u300d\u304c\u3001\u7248\u306e\u65b0\u65e7\u3092\u5206\u3051\u308b\u552f\u4e00\u306e\u624b\u304c\u304b\u308a\u3067\u3059\u3002** \u540c\u3058\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u53e4\u3044\u7248\u3092\u6b8b\u3057\u3066\u304a\u304f\u306e\u306f\u304b\u307e\u3044\u307e\u305b\u3093\u304c\u3001**\u72b6\u614b\u3092\u300c\u5ec3\u6b62\u300d\u306b\u3057\u3066\u3001\u691c\u7d22\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u6587\u66f8\u306f\u3001Cloud Storage \u306b\u7f6e\u304d\u3001**\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u66f8\u3044\u305fJSONL\u30d5\u30a1\u30a4\u30eb**\u3068\u3042\u308f\u305b\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002JSONL\u306e1\u884c\u304c1\u6587\u66f8\u3067\u3001`id`\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5165\u308c\u308b `structData`\u3001\u6587\u66f8\u306e `content`\uff08`mimeType` \u3068 `uri`\uff09\u3092\u6301\u3061\u307e\u3059\u3002\n\n| \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee | \u4f8b | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `source_system` | \u8ca9\u58f2\u7ba1\u7406 | \u4e0a\u6d41\u3078\u305f\u3069\u308b\u3068\u304d\u306e\u7d5e\u308a\u8fbc\u307f |\n| `target_system` | \u5009\u5eab\u7ba1\u7406 | \u4e0b\u6d41\u3078\u305f\u3069\u308b\u3068\u304d\u306e\u7d5e\u308a\u8fbc\u307f |\n| `if_id` | IF-0123 | \u533a\u9593\u306e\u8b58\u5225 |\n| `doc_type` | \u8a2d\u8a08\u66f8\uff0f\u9805\u76ee\u5b9a\u7fa9\u66f8\uff0f\u6539\u4fee\u8a18\u9332\uff0f\u30c7\u30fc\u30bf\u8f9e\u66f8 | \u6839\u62e0\u306e\u7a2e\u985e\u306e\u8868\u793a |\n| `version` | 3.2 | \u533a\u9593\u306b\u7248\u3092\u6dfb\u3048\u308b |\n| `status` | \u6709\u52b9\uff0f\u5ec3\u6b62 | \u6709\u52b9\u306a\u7248\u3060\u3051\u306b\u7d5e\u308b |\n\nJSONL\u306e1\u884c\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n\n```json\n{\"id\": \"IF-0123-def-v3-2\", \"structData\": {\"source_system\": \"\u8ca9\u58f2\u7ba1\u7406\", \"target_system\": \"\u5009\u5eab\u7ba1\u7406\", \"if_id\": \"IF-0123\", \"doc_type\": \"\u9805\u76ee\u5b9a\u7fa9\u66f8\", \"version\": \"3.2\", \"status\": \"\u6709\u52b9\"}, \"content\": {\"mimeType\": \"application\/vnd.openxmlformats-officedocument.spreadsheetml.sheet\", \"uri\": \"gs:\/\/<bucket>\/if\/IF-0123_\u9805\u76ee\u5b9a\u7fa9\u66f8_v3.2.xlsx\"}}\n```\n\n**`id` \u306b\u7248\u3092\u542b\u3081\u3066\u304a\u304f\u3068\u3001\u540c\u3058\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u7248\u306e\u5165\u308c\u66ff\u3048\u304c\u8ffd\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002** \u65b0\u3057\u3044\u7248\u3092\u5165\u308c\u308b\u3068\u304d\u306f\u3001\u53e4\u3044\u7248\u306e\u884c\u306e `status` \u3092\u300c\u5ec3\u6b62\u300d\u306b\u3059\u308b\u304b\u3001Cloud Storage \u304b\u3089\u5916\u3057\u307e\u3059\u3002\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u306b\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u3092\u30b9\u30ad\u30fc\u30de\u3067\u300c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u300d\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** \u305d\u306e\u3046\u3048\u3067\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u3068\u304d\u306b `status: ANY(\"\u6709\u52b9\")` \u306e\u3088\u3046\u306a\u6761\u4ef6\u3092\u4ed8\u3051\u307e\u3059\u3002\u4e0b\u6d41\u3078\u305f\u3069\u308b\u3068\u304d\u306f `source_system`\u3001\u4e0a\u6d41\u3078\u305f\u3069\u308b\u3068\u304d\u306f `target_system` \u306e\u6761\u4ef6\u3092\u8db3\u3059\u3068\u3001**\u95a2\u4fc2\u306e\u7121\u3044\u30b7\u30b9\u30c6\u30e0\u306e\u540c\u3058\u540d\u524d\u306e\u9805\u76ee\u3092\u62fe\u3044\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002**\n\n\u540c\u671f\u306e\u65b9\u5f0f\u306f\u3001\u5dee\u5206\u3092\u8db3\u3059\u65b9\u5f0f\uff08INCREMENTAL\uff09\u3068\u3001Cloud Storage \u306e\u4e2d\u8eab\u306b\u5408\u308f\u305b\u3066\u4e38\u3054\u3068\u305d\u308d\u3048\u308b\u65b9\u5f0f\uff08FULL\uff09\u304c\u3042\u308a\u307e\u3059\u3002**FULL \u3067\u306f\u3001Cloud Storage \u304b\u3089\u6d88\u3057\u305f\u6587\u66f8\u304c\u691c\u7d22\u304b\u3089\u3082\u6d88\u3048\u307e\u3059\u3002** \u5ec3\u6b62\u3057\u305f\u7248\u3092 Cloud Storage \u304b\u3089\u5916\u3059\u904b\u7528\u306b\u3059\u308b\u306a\u3089\u3001FULL \u3092\u9078\u3073\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u6709\u52b9\u306a\u7248\u3060\u3051\u3092\u8907\u88fd\u3059\u308b** \u2026 \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u3001\u72b6\u614b\u304c\u300c\u6709\u52b9\u300d\u306e\u7248\u3060\u3051\u3092 Cloud Storage \u3078\u5199\u3057\u307e\u3059\u3002**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u300c\u6700\u65b0\u300d\u300c\u6539\u300d\u306f\u4fe1\u7528\u305b\u305a\u3001\u53f0\u5e33\u3067\u6709\u52b9\u3068\u6c7a\u3081\u305f\u7248\u3092\u5199\u3057\u307e\u3059**\n2. **\u9805\u76ee\u5b9a\u7fa9\u66f8\u306e1\u884c\u76ee\u3092\u898b\u51fa\u3057\u306b\u305d\u308d\u3048\u308b** \u2026 \u5217\u306e\u898b\u51fa\u3057\u304c2\u6bb5\u306b\u306a\u3063\u3066\u3044\u308b\u8868\u306f1\u6bb5\u306b\u76f4\u3057\u307e\u3059\u3002**\u898b\u51fa\u3057\u304c\u5d29\u308c\u308b\u3068\u3001\u3069\u306e\u5217\u304c\u300c\u9001\u308a\u5074\u306e\u9805\u76ee\u300d\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059**\n3. **\u6539\u4fee\u8a18\u9332\u3092\u6587\u66f8\u306b\u3059\u308b** \u2026 \u8ab2\u984c\u7ba1\u7406\u306e\u30c1\u30b1\u30c3\u30c8\u3092\u3001\u6539\u4fee\u306e\u756a\u53f7\u30fb\u5bfe\u8c61\u306eIF\u756a\u53f7\u30fb\u5909\u3048\u305f\u9805\u76ee\u30fb\u53cd\u6620\u65e5\u3092\u898b\u51fa\u3057\u306b\u3057\u305fHTML\u306b\u66f8\u304d\u51fa\u3057\u307e\u3059\n4. **\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3082\u6587\u66f8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3080** \u2026 \u691c\u7d22\u306e\u6839\u62e0\u3068\u3057\u3066\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n5. **\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3068\u5206\u5272\u306e\u8a2d\u5b9a\u3092\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u6c7a\u3081\u308b** \u2026 **\u30c1\u30e3\u30f3\u30af\u306e\u8a2d\u5b9a\u306f\u3001\u4f5c\u3063\u305f\u5f8c\u3067\u5165\u308c\u305f\u308a\u5916\u3057\u305f\u308a\u3067\u304d\u307e\u305b\u3093\u3002** \u898b\u51fa\u3057\u3092\u5404\u30c1\u30e3\u30f3\u30af\u306b\u542b\u3081\u308b\u8a2d\u5b9a\u306b\u3057\u307e\u3059\n6. **\u753b\u50cf\u3060\u3051\u306ePDF\u3092\u6d17\u3044\u51fa\u3059** \u2026 \u53e4\u3044\u8a2d\u8a08\u66f8\u306b\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u304c\u3042\u308a\u307e\u3059\u3002\u6587\u5b57\u306e\u5165\u3063\u305fPDF\u306b\u4f5c\u308a\u76f4\u3059\u304b\u3001OCR\u306e\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u307e\u3059\n\n**5\u756a\u76ee\u306f\u3001\u3084\u308a\u76f4\u3057\u304c\u52b9\u304d\u307e\u305b\u3093\u3002** \u898b\u51fa\u3057\u3092\u542b\u3081\u306a\u3044\u8a2d\u5b9a\u3067\u4f5c\u308b\u3068\u3001\u9805\u76ee\u5b9a\u7fa9\u66f8\u306e\u8868\u306e\u9014\u4e2d\u3067\u5207\u308c\u305f\u30c1\u30e3\u30f3\u30af\u306b\u3001**\u3069\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u8868\u306a\u306e\u304b\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u72b6\u614b**\u306b\u306a\u308a\u307e\u3059\u3002\u5f15\u7528\u3092\u958b\u3044\u3066\u3082\u3001\u3069\u306e\u8a2d\u8a08\u66f8\u306e\u8a71\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u300c\u3042\u308b\u9805\u76ee\u304c\u3001\u3069\u306e\u6587\u66f8\u306e\u3069\u3053\u3067\u3001\u3069\u3053\u304b\u3089\u3069\u3053\u3078\u6e21\u3055\u308c\u3066\u3044\u308b\u304b\u300d\u3092\u3001\u5f15\u7528\u4ed8\u304d\u3067\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** 1\u56de\u306e\u554f\u3044\u5408\u308f\u305b\u30671\u533a\u9593\u3092\u8fd4\u3055\u305b\u3001\u533a\u9593\u3092\u3064\u306a\u3050\u306e\u306f\u753b\u9762\u306e\u5074\u306e\u51e6\u7406\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u6bb5 | \u3055\u305b\u308b\u3053\u3068 |\n|:--|:--|\n| 1. \u5225\u540d\u306e\u5c55\u958b | \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3067\u3001\u540c\u3058\u9805\u76ee\u306e\u5225\u540d\u3092\u691c\u7d22\u306e\u8a9e\u306b\u8db3\u3059\uff08\u753b\u9762\u306e\u5074\u306e\u51e6\u7406\uff09 |\n| 2. \u533a\u9593\u306e\u691c\u7d22 | \u300c\u3053\u306e\u9805\u76ee\u3092\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\uff08\u307e\u305f\u306f\u9001\u3063\u3066\u3044\u308b\uff09\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u3069\u308c\u304b\u300d\u3092\u3001\u72b6\u614b\uff1d\u6709\u52b9\u3067\u7d5e\u3063\u3066\u554f\u3046 |\n| 3. \u533a\u9593\u306e\u66f8\u304d\u51fa\u3057 | \u9001\u308a\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9805\u76ee\u3001\u53d7\u3051\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9805\u76ee\u3001\u5909\u63db\u306e\u898f\u5247\u306e\u6709\u7121\u3092\u3001\u5f15\u7528\u4ed8\u304d\u3067\u7b54\u3048\u3055\u305b\u308b |\n| 4. \u6b21\u306e\u533a\u9593\u3078 | \u53d7\u3051\u5074\u306e\u9805\u76ee\u540d\u3092\u65b0\u3057\u3044\u554f\u3044\u306b\u3057\u3066\u30012\u3078\u623b\u308b\uff08\u753b\u9762\u306e\u5074\u306e\u51e6\u7406\uff09 |\n| 5. \u6539\u4fee\u8a18\u9332\u306e\u7167\u5408 | \u305d\u306e\u533a\u9593\u306eIF\u756a\u53f7\u3067\u6539\u4fee\u8a18\u9332\u3092\u691c\u7d22\u3057\u3001\u8a2d\u8a08\u66f8\u306e\u7248\u3088\u308a\u65b0\u3057\u3044\u3082\u306e\u304c\u3042\u308c\u3070\u5370\u3092\u4ed8\u3051\u308b |\n\n\u753b\u9762\u306e\u5074\u304c answer \u30e1\u30bd\u30c3\u30c9\u306b\u6295\u3052\u308b\u554f\u3044\u306f\u3001\u533a\u9593\u3054\u3068\u306b\u6b21\u306e\u5f62\u3067\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002\n\n```\n\u3010\u554f\u3044\u3011\n\u30b7\u30b9\u30c6\u30e0\u300c{system}\u300d\u306e\u9805\u76ee\u300c{item}\u300d\uff08\u5225\u540d\uff1a{aliases}\uff09\u3092\u3001\n\u9001\u308a\u5074\u306e\u9805\u76ee\u3068\u3057\u3066\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u3059\u3079\u3066\u6319\u3052\u3001\n\u53d7\u3051\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9805\u76ee\u540d\u3001\u5909\u63db\u306e\u898f\u5247\u3092\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\u3010\u7d5e\u308a\u8fbc\u307f\u3011status: ANY(\"\u6709\u52b9\") AND source_system: ANY(\"{system}\")\n```\n\n**\u554f\u3044\u306e\u6587\u9762\u3092\u56fa\u5b9a\u3059\u308b\u306e\u306f\u3001\u7b54\u3048\u306e\u5f62\u3092\u305d\u308d\u3048\u308b\u305f\u3081\u3067\u3059\u3002** \u4eba\u304c\u81ea\u7531\u306b\u554f\u3046\u3068\u3001\u300c\u3069\u3053\u3078\u6e21\u308b\uff1f\u300d\u3068\u300c\u3069\u3053\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\uff1f\u300d\u3067\u62fe\u3046\u6587\u66f8\u304c\u5909\u308f\u308a\u3001\u533a\u9593\u306e\u4e26\u3073\u304c\u7d44\u307f\u7acb\u3066\u3089\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n**\u533a\u9593\u3092\u3064\u306a\u3050\u306e\u3092\u751f\u6210AI\u306b\u4efb\u305b\u306a\u3044\u306e\u306f\u3001\u3064\u306a\u304e\u76ee\u3067\u63a8\u6e2c\u304c\u5165\u308b\u304b\u3089\u3067\u3059\u3002** \u300c\u53d7\u3051\u5074\u306e\u9805\u76ee\u300d\u304b\u3089\u300c\u6b21\u306e\u533a\u9593\u306e\u9001\u308a\u5074\u306e\u9805\u76ee\u300d\u3078\u79fb\u308b\u3068\u3053\u308d\u3067\u3001\u540d\u524d\u304c\u4f3c\u3066\u3044\u308b\u3060\u3051\u306e\u5225\u306e\u9805\u76ee\u306b\u3064\u306a\u3050\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u3064\u306a\u304e\u76ee\u306f\u3001\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u304b\u3001\u540c\u3058\u9805\u76ee\u540d\u306e\u5b8c\u5168\u4e00\u81f4\u306b\u9650\u308a\u307e\u3059\u3002**\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306b\u306f\u3001\u554f\u3044\u3092\u5c0f\u3055\u306a\u554f\u3044\u306b\u5206\u3051\u3066\u8abf\u3079\u308b\u50cd\u304d\uff08\u6700\u59275\u6bb5\u307e\u3067\uff09\u304c\u3042\u308a\u307e\u3059\u3002** \u305d\u308c\u3067\u3082\u3001\u3053\u306e\u69cb\u6210\u3067\u306f1\u56de1\u533a\u9593\u306b\u3057\u307e\u3059\u3002**\u533a\u9593\u3054\u3068\u306b\u6839\u62e0\u3092\u78ba\u304b\u3081\u3089\u308c\u308b\u5f62\u306e\u307b\u3046\u304c\u3001\u307e\u3068\u3081\u3066\u7b54\u3048\u3055\u305b\u308b\u3088\u308a\u78ba\u8a8d\u304c\u901f\u3044\u304b\u3089\u3067\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6839\u62e0\u306e\u7121\u3044\u533a\u9593\u306e\u88dc\u5b8c | \u300c\u304a\u305d\u3089\u304f\u6e21\u3063\u3066\u3044\u308b\u300d\u304c\u3001\u7121\u3044\u7d4c\u8def\u3092\u4f5c\u308b |\n| \u6539\u4fee\u306e\u5f71\u97ff\u7bc4\u56f2\u306e\u78ba\u5b9a | \u5909\u63db\u306e\u898f\u5247\u3084\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4e2d\u307e\u3067\u898b\u306a\u3044\u3068\u6c7a\u307e\u3089\u306a\u3044 |\n| \u7248\u306e\u65b0\u65e7\u306e\u5224\u65ad | \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u72b6\u614b\u3067\u6c7a\u3081\u308b |\n| \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u306e\u63a8\u6e2c | \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5225\u540d\u3067\u3064\u306a\u304c\u306a\u3044 |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `promptSpec.preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u3067\u3001\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u9023\u643a\u3092\u8abf\u3079\u308b\u4fc2\u3067\u3059\u3002\n\u691c\u7d22\u7d50\u679c\u3068\u3057\u3066\u4e0e\u3048\u3089\u308c\u305f\u6587\u66f8\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u308b\u3053\u3068\u3011\n\u554f\u308f\u308c\u305f\u9805\u76ee\u306b\u3064\u3044\u3066\u3001\u6b21\u306e1\u533a\u9593\u3060\u3051\u3092\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9001\u308a\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9805\u76ee\u540d\uff08\u8ad6\u7406\u540d\u30fb\u7269\u7406\u540d\uff09\n- \u53d7\u3051\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9805\u76ee\u540d\uff08\u8ad6\u7406\u540d\u30fb\u7269\u7406\u540d\uff09\n- \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u756a\u53f7\u3068\u3001\u9023\u643a\u306e\u65b9\u5f0f\uff08\u30d5\u30a1\u30a4\u30eb\u30fbAPI \u306a\u3069\uff09\n- \u5909\u63db\u306e\u898f\u5247\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u5185\u5bb9\u3092\u305d\u306e\u307e\u307e\n\n\u3010\u5b88\u308b\u3053\u3068\u3011\n- \u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u533a\u9593\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u3053\u306e\u9805\u76ee\u3092\u53d7\u3051\u6e21\u3059\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u3001\u691c\u7d22\u3057\u305f\u6587\u66f8\u306e\u4e2d\u306b\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u3060\u3051\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9805\u76ee\u540d\u304c\u4f3c\u3066\u3044\u308b\u3060\u3051\u3067\u3001\u540c\u3058\u9805\u76ee\u3060\u3068\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u304b\u3001\u9805\u76ee\u5b9a\u7fa9\u66f8\u306e\u300c\u9001\u308a\u5074\u306e\u9805\u76ee\u300d\u306e\u5217\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u3060\u3051\u3001\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8907\u6570\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u5408\u306f\u3001\u3059\u3079\u3066\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u30021\u3064\u306b\u7d5e\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5909\u63db\u306e\u898f\u5247\u3092\u8981\u7d04\u3057\u305f\u308a\u3001\u8a00\u3044\u63db\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6539\u4fee\u306e\u5f71\u97ff\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3001\u6539\u4fee\u3057\u3066\u3088\u3044\u304b\u3069\u3046\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7b54\u3048\u306e\u5404\u6587\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u3092\u5f15\u7528\u3068\u3057\u3066\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n\u3042\u308f\u305b\u3066\u3001`answerGenerationSpec` \u3067 `includeCitations` \u3092\u6709\u52b9\u306b\u3057\u3001`ignoreLowRelevantContent` \u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002**\u95a2\u9023\u306e\u8584\u3044\u5185\u5bb9\u3057\u304b\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306b\u3001\u7121\u7406\u306b\u7b54\u3048\u3092\u4f5c\u3089\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** `groundingSpec` \u3067\u306f `filteringLevel` \u3092\u9ad8\u304f\u8a2d\u5b9a\u3057\u3001\u6839\u62e0\u3068\u306e\u7d50\u3073\u4ed8\u304d\u304c\u5f31\u3044\u7b54\u3048\u3092\u8fd4\u3055\u305b\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**\u300c\u4f3c\u3066\u3044\u308b\u3060\u3051\u3067\u540c\u3058\u9805\u76ee\u3068\u5224\u65ad\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u3064\u306a\u3052\u307e\u3059\u3002** \u300c\u53d7\u6ce8\u756a\u53f7\u300d\u3068\u300c\u53d7\u6ce8\u660e\u7d30\u756a\u53f7\u300d\u306e\u3088\u3046\u306b\u4e00\u90e8\u304c\u540c\u3058\u9805\u76ee\u306f\u3001\u751f\u6210AI\u306b\u306f\u540c\u3058\u3082\u306e\u306b\u898b\u3048\u3084\u3059\u304f\u3001**\u5b9f\u969b\u306b\u306f\u5225\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u5225\u306e\u9805\u76ee\u306a\u306e\u306b\u3001\u7d4c\u8def\u304c\u4e00\u672c\u306b\u3064\u306a\u304c\u3063\u3066\u898b\u3048\u307e\u3059\u3002**\n\n**\u300c\u5909\u63db\u306e\u898f\u5247\u3092\u8981\u7d04\u3057\u306a\u3044\u300d\u3082\u5927\u4e8b\u3067\u3059\u3002** \u300c\u5148\u982d\u30bc\u30ed\u57cb\u30818\u6841\u300d\u300c\u6d88\u8cbb\u7a0e\u8fbc\u307f\u306b\u63db\u7b97\u300d\u306e\u3088\u3046\u306a\u898f\u5247\u306f\u3001\u8981\u7d04\u3059\u308b\u3068\u843d\u3061\u308b\u90e8\u5206\u306b\u3053\u305d\u6539\u4fee\u306e\u5f71\u97ff\u304c\u3042\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u304b\u3089\u6b21\u306e\u5f62\u3092\u7d44\u307f\u7acb\u3066\u3066\u8868\u793a\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"query_item\": \"\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\",\n  \"direction\": \"downstream\",\n  \"aliases\": [\"\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\", \"\u5c4a\u5148CD\"],\n  \"hops\": [\n    {\n      \"from_system\": \"\u8ca9\u58f2\u7ba1\u7406\",\n      \"from_item\": \"\u7d0d\u54c1\u5148\u30b3\u30fc\u30c9\uff08DLV_CD\uff09\",\n      \"to_system\": \"\u5009\u5eab\u7ba1\u7406\",\n      \"to_item\": \"\u5c4a\u5148CD\uff08TDK_CD\uff09\",\n      \"if_id\": \"IF-0123\",\n      \"transform_rule\": \"\u5148\u982d\u30bc\u30ed\u57cb\u30818\u6841\",\n      \"evidence\": [\n        { \"doc_type\": \"\u9805\u76ee\u5b9a\u7fa9\u66f8\", \"uri\": \"gs:\/\/...\/IF-0123_\u9805\u76ee\u5b9a\u7fa9\u66f8_v3.2.xlsx\", \"version\": \"3.2\", \"excerpt\": \"\" }\n      ],\n      \"newer_change\": { \"found\": true, \"change_id\": \"CHG-0456\", \"applied\": \"\" }\n    }\n  ],\n  \"stopped_at\": { \"item\": \"\", \"reason\": \"NO_RELEVANT_CONTENT\" },\n  \"last_sync\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`evidence` \u3092\u533a\u9593\u3054\u3068\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** answer \u30e1\u30bd\u30c3\u30c9\u306f\u3001\u56de\u7b54\u306e\u6587\u3068\u5f15\u7528\u5143\u3092\u7d50\u3076\u60c5\u5831\uff08`citations`\uff09\u3068\u3001\u5f15\u7528\u5143\u306e\u6587\u66f8\u306eURI\u3068\u30c1\u30e3\u30f3\u30af\u306e\u4e2d\u8eab\uff08`references`\uff09\u3092\u8fd4\u3057\u307e\u3059\u3002**\u753b\u9762\u3067\u306f\u3053\u308c\u3092\u533a\u9593\u3054\u3068\u306b\u4e26\u3079\u3001\u30af\u30ea\u30c3\u30af\u3067\u6587\u66f8\u3092\u958b\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`stopped_at` \u3067\u6b62\u307e\u3063\u305f\u7406\u7531\u3092\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** answer \u30e1\u30bd\u30c3\u30c9\u306f\u3001\u7b54\u3048\u3092\u4f5c\u3089\u306a\u304b\u3063\u305f\u3068\u304d\u306b\u7406\u7531\uff08`answerSkippedReasons`\uff09\u3092\u8fd4\u3057\u307e\u3059\u3002\u95a2\u9023\u3059\u308b\u5185\u5bb9\u304c\u7121\u3044\u3001\u6839\u62e0\u3068\u306e\u7d50\u3073\u4ed8\u304d\u304c\u5f31\u3044\u3001\u3068\u3044\u3063\u305f\u7406\u7531\u3067\u3059\u3002**\u6b62\u307e\u3063\u305f\u5834\u6240\u3068\u7406\u7531\u304c\u3001\u7b2c5\u7ae0\u306e7\u756a\u76ee\u3067\u62c5\u5f53\u8005\u304c\u8abf\u3079\u308b\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`newer_change` \u3067\u8a2d\u8a08\u66f8\u304c\u53e4\u3044\u53ef\u80fd\u6027\u3092\u793a\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u533a\u9593\u306e\u6839\u62e0\u306f\u8a2d\u8a08\u66f8\u3067\u3082\u3001\u305d\u306e\u5f8c\u306b\u6539\u4fee\u306e\u8a18\u9332\u304c\u3042\u308c\u3070\u3001**\u5909\u63db\u306e\u898f\u5247\u304c\u5909\u308f\u3063\u3066\u3044\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30d5\u30a9\u30eb\u30c0 | \u6709\u52b9\u306a\u7248\u306e\u5b9a\u671f\u306e\u8907\u88fd | Cloud Storage \u3078\u5199\u3059 |\n| \u8ab2\u984c\u7ba1\u7406 | \u30c1\u30b1\u30c3\u30c8\u306e\u5b9a\u671f\u306e\u66f8\u304d\u51fa\u3057 | \u6539\u4fee\u8a18\u9332\u3092HTML\u306b\u3057\u3066 Cloud Storage \u3078\u5199\u3059 |\n| Cloud Storage | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u540c\u671f\uff081\u65e5\u3054\u3068\uff09 | \u6587\u66f8\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080 |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u533a\u9593\u3054\u3068\u306e\u691c\u7d22\u3068\u56de\u7b54 |\n| \u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762 | \u500b\u5225\u306b\u4f5c\u308b | \u5165\u529b\u3001\u533a\u9593\u306e\u3064\u306a\u304e\u3001\u8868\u793a |\n\n**\u691c\u7d22\u306e\u5074\u304b\u3089\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3084\u8ab2\u984c\u7ba1\u7406\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u300c\u4e0d\u660e\u300d\u3067\u6b62\u307e\u3063\u305f\u533a\u9593\u3092\u8abf\u3079\u305f\u7d50\u679c\u306f\u3001**\u62c5\u5f53\u8005\u304c\u8a2d\u8a08\u66f8\u304b\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3092\u76f4\u3057\u3001\u6b21\u306e\u540c\u671f\u3067\u8f09\u308a\u307e\u3059\u3002**\n\n**\u793e\u5185\u306e\u6a29\u9650\u306b\u5408\u308f\u305b\u3066\u3001\u898b\u305b\u308b\u6587\u66f8\u3092\u5206\u3051\u308b\u3053\u3068\u3082\u8003\u3048\u307e\u3059\u3002** \u4eba\u4e8b\u3084\u7d66\u4e0e\u306e\u9023\u643a\u306e\u8a2d\u8a08\u66f8\u306b\u306f\u3001\u9805\u76ee\u306e\u540d\u524d\u3060\u3051\u3067\u3082\u77e5\u3089\u308c\u305f\u304f\u306a\u3044\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u3046\u3057\u305f\u6587\u66f8\u306f\u5225\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u5206\u3051\u3001\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306e\u5074\u3067\u4f7f\u3048\u308b\u4eba\u3092\u7d5e\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u3059\u3079\u3066\u306e\u7b54\u3048\u3067\u3059\u3002** \u3053\u306e\u69cb\u6210\u306f\u4e0b\u8abf\u3079\u306e\u6642\u9593\u3092\u6e1b\u3089\u3059\u3082\u306e\u3067\u3001\u7b54\u3048\u3092\u78ba\u5b9a\u3055\u305b\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n1. **\u533a\u9593\u3054\u3068\u306b\u6839\u62e0\u306e\u6587\u66f8\u3092\u958b\u304f** \u2026 \u5f15\u7528\u306e\u7b87\u6240\u304c\u3001\u672c\u5f53\u306b\u305d\u306e\u9805\u76ee\u306e\u53d7\u3051\u6e21\u3057\u3092\u66f8\u3044\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n2. **`newer_change` \u304c\u3042\u308b\u533a\u9593\u306f\u6539\u4fee\u8a18\u9332\u3092\u8aad\u3080** \u2026 \u5909\u63db\u306e\u898f\u5247\u304c\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **`stopped_at` \u306e\u533a\u9593\u3092\u8abf\u3079\u308b** \u2026 \u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4e2d\u3092\u898b\u308b\u3001\u8a73\u3057\u3044\u62c5\u5f53\u8005\u306b\u805e\u304f\u3001\u306a\u3069\u3067\u8abf\u3079\u307e\u3059\n4. **\u5206\u304b\u3063\u305f\u3053\u3068\u3092\u6587\u66f8\u306b\u8db3\u3059** \u2026 \u8a2d\u8a08\u66f8\u3092\u76f4\u3059\u304b\u3001\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306b\u8db3\u3057\u307e\u3059\n5. **\u554f\u3044\u5408\u308f\u305b\u305f\u4eba\u306b\u3001\u78ba\u304b\u3081\u305f\u7d4c\u8def\u3068\u6839\u62e0\u3092\u8fd4\u3059**\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5f15\u7528\u304c\u4ed8\u3044\u3066\u3044\u3066\u3082\u3001\u305d\u306e\u7b87\u6240\u304c\u300c\u5225\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u540c\u3058\u540d\u524d\u306e\u9805\u76ee\u300d\u3092\u66f8\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5f15\u7528\u304c\u3042\u308b\u3053\u3068\u3068\u3001\u5f15\u7528\u304c\u6b63\u3057\u3044\u3053\u3068\u306f\u5225\u3067\u3059\u3002**\n\n**\u78ba\u304b\u3081\u308b\u4eba\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u305f\u4eba\u3068\u306f\u5225\u306b\u3057\u307e\u3059\u3002** \u958b\u767a\u30d9\u30f3\u30c0\u30fc\u304c\u81ea\u5206\u3067\u533a\u9593\u306e\u4e26\u3073\u3092\u898b\u3066\u6539\u4fee\u306e\u7bc4\u56f2\u3092\u6c7a\u3081\u308b\u3068\u3001\u6839\u62e0\u3092\u958b\u304b\u305a\u306b\u9032\u3080\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u62c5\u5f53\u304c\u78ba\u304b\u3081\u305f\u533a\u9593\u3060\u3051\u3092\u300c\u78ba\u8a8d\u6e08\u307f\u300d\u3068\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002** \u76ee\u6a19\u306f\u3001\u533a\u9593\u304c\u3059\u3079\u3066\u3064\u306a\u304c\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u30671\u4ef6\u6570\u5206\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u9805\u76ee\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `stopped_at` \u306b `NO_RELEVANT_CONTENT`\u3002\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306b\u5225\u540d\u304c\u7121\u3044\u304b\u3092\u62c5\u5f53\u8005\u304c\u898b\u308b |\n| \u540c\u3058\u9805\u76ee\u3092\u53d7\u3051\u53d6\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u8907\u6570\u3042\u308b | \u3059\u3079\u3066\u4e26\u3079\u308b\u3002**1\u3064\u306b\u7d5e\u3089\u306a\u3044** |\n| \u533a\u9593\u304c\u5faa\u74b0\u3059\u308b\uff08A\u2192B\u2192A\uff09 | \u540c\u3058IF\u756a\u53f7\u304c2\u56de\u51fa\u305f\u3089\u6b62\u3081\u308b |\n| \u533a\u9593\u304c\u5897\u3048\u3059\u304e\u308b | 5\u533a\u9593\u3067\u6b62\u3081\u3001\u7d9a\u304d\u306f\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3059\u308b |\n| \u6709\u52b9\u306a\u7248\u3068\u5ec3\u6b62\u306e\u7248\u304c\u4e21\u65b9\u5f15\u304b\u308c\u308b | \u7d5e\u308a\u8fbc\u307f\u306e\u8a2d\u5b9a\u3092\u78ba\u304b\u3081\u308b\u3002**\u5ec3\u6b62\u306e\u7248\u3092\u6839\u62e0\u306b\u3057\u305f\u533a\u9593\u306f\u8868\u793a\u3057\u306a\u3044** |\n| \u753b\u50cf\u3060\u3051\u306ePDF\u3067\u6587\u5b57\u304c\u53d6\u308c\u306a\u3044 | \u6587\u5b57\u306e\u5165\u3063\u305fPDF\u306b\u4f5c\u308a\u76f4\u3059\u304b\u3001OCR\u306e\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3046 |\n| \u9805\u76ee\u5b9a\u7fa9\u66f8\u306e\u8868\u306e\u898b\u51fa\u3057\u304c\u5d29\u308c\u3066\u3044\u308b | \u524d\u51e6\u7406\u30671\u6bb5\u306e\u898b\u51fa\u3057\u306b\u76f4\u3057\u3066\u53d6\u308a\u8fbc\u307f\u76f4\u3059 |\n| \u540c\u671f\u304c\u6b62\u307e\u3063\u3066\u53e4\u3044\u6587\u66f8\u304c\u6b8b\u308b | \u753b\u9762\u306e\u6700\u7d42\u306e\u540c\u671f\u65e5\u3067\u6c17\u3065\u3051\u308b\u3088\u3046\u306b\u3059\u308b |\n\n**\u533a\u9593\u306e\u4e0a\u9650\u30925\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u78ba\u8a8d\u306e\u624b\u9593\u306b\u5408\u308f\u305b\u308b\u305f\u3081\u3067\u3059\u3002** 5\u533a\u9593\u3092\u8d85\u3048\u308b\u7d4c\u8def\u306f\u3001\u305d\u3082\u305d\u3082\u4eba\u304c\u78ba\u304b\u3081\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u304b\u3089\u5148\u306f\u3001\u8a73\u3057\u3044\u62c5\u5f53\u8005\u3068\u4e00\u7dd2\u306b\u898b\u308b\u554f\u3044\u5408\u308f\u305b\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u554f\u3044\u5408\u308f\u305b\u306e\u5185\u5bb9\uff08\u9805\u76ee\u540d\u3001\u30b7\u30b9\u30c6\u30e0\u540d\u3001\u5411\u304d\uff09\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u305f\u4eba\u30fb\u65e5\u6642\n- \u5c55\u958b\u3057\u305f\u5225\u540d\u306e\u4e00\u89a7\u3068\u3001\u4f7f\u3063\u305f\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u306e\u7248\n- \u533a\u9593\u3054\u3068\u306e answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\uff08\u56de\u7b54\u3001\u5f15\u7528\u3001\u53c2\u7167\u3057\u305f\u6587\u66f8\u3001\u6b62\u307e\u3063\u305f\u7406\u7531\uff09\n- \u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u305f\u7d50\u679c\uff08\u533a\u9593\u3054\u3068\u306b\u3001\u6b63\u3057\u3044\uff0f\u8aa4\u308a\uff0f\u78ba\u304b\u3081\u3089\u308c\u306a\u3044\uff09\n- `stopped_at` \u3092\u8abf\u3079\u305f\u7d50\u679c\u3068\u3001\u76f4\u3057\u305f\u6587\u66f8\u30fb\u5bfe\u5fdc\u8868\n- \u305d\u306e\u3068\u304d\u306e\u6700\u7d42\u306e\u540c\u671f\u65e5\n\n**4\u3064\u76ee\u306e\u300c\u533a\u9593\u3054\u3068\u306e\u6b63\u8aa4\u300d\u3092\u5fc5\u305a\u6b8b\u3057\u307e\u3059\u3002** \u8aa4\u308a\u306e\u591a\u3044\u6587\u66f8\u3084\u3001\u8aa4\u3063\u3066\u3064\u306a\u304c\u308a\u3084\u3059\u3044\u9805\u76ee\u540d\u304c\u5206\u304b\u308c\u3070\u3001**\u76f4\u3059\u3079\u304d\u8a2d\u8a08\u66f8\u3068\u3001\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u3079\u304d\u5225\u540d\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002**\n\n**\u78ba\u304b\u3081\u305f\u7d4c\u8def\u306f\u3001\u6b21\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u518d\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u540c\u3058\u9805\u76ee\u306e\u540c\u3058\u5411\u304d\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u7e70\u308a\u8fd4\u3057\u6765\u307e\u3059\u3002\u78ba\u8a8d\u6e08\u307f\u306e\u7d4c\u8def\u3092\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u306b\u6b8b\u3057\u3001**\u6b21\u306b\u540c\u3058\u554f\u3044\u304c\u6765\u305f\u3089\u3001\u78ba\u8a8d\u3057\u305f\u65e5\u3068\u3001\u305d\u306e\u5f8c\u306e\u6539\u4fee\u8a18\u9332\u306e\u6709\u7121\u3092\u6dfb\u3048\u3066\u5148\u306b\u898b\u305b\u307e\u3059\u3002**","minimal_setup":"1. \u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u309210\u672c\u9078\u3073\u3001\u305d\u306e\u8a2d\u8a08\u66f8\u3068\u9805\u76ee\u5b9a\u7fa9\u66f8\uff08\u6709\u52b9\u306a\u7248\u3060\u3051\uff09\u3092\u96c6\u3081\u308b\n2. \u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u3001\u305d\u306e10\u672c\u306b\u95a2\u308f\u308b\u554f\u3044\u309220\u4ef6\u9078\u3073\u3001\u5f53\u6642\u306e\u7b54\u3048\u3092\u66f8\u304d\u51fa\u3057\u3066\u304a\u304f\n3. Vertex AI Search \u3067\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3068\u898b\u51fa\u3057\u3092\u542b\u3081\u308b\u5206\u5272\u306e\u8a2d\u5b9a\u3067\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u300110\u672c\u5206\u306e\u6587\u66f8\u3092\u5165\u308c\u308b\n4. \u691c\u7d22\u306e\u30a2\u30d7\u30ea\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\u3067\u300120\u4ef6\u306e\u554f\u3044\u30921\u533a\u9593\u305a\u3064\u6295\u3052\u308b\n5. \u8fd4\u3063\u3066\u304d\u305f\u533a\u9593\u3068\u5f15\u7528\u3092\u3001\u5f53\u6642\u306e\u7b54\u3048\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**20\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u7d44\u3080\u524d\u306b\u3001**\u81ea\u793e\u306e\u9805\u76ee\u5b9a\u7fa9\u66f8\u306e\u66f8\u304d\u65b9\u3067\u3001\u8868\u306e\u884c\u304c\u6839\u62e0\u3068\u3057\u3066\u5f15\u3051\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u7b54\u3048\u3068\u540c\u3058\u533a\u9593\u304c\u3001\u6b63\u3057\u3044\u8868\u306e\u884c\u306e\u5f15\u7528\u4ed8\u304d\u3067\u51fa\u305f | **\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3068\u753b\u9762\u3092\u8db3\u3059\u69cb\u6210\u306b\u9032\u3080** |\n| \u533a\u9593\u306f\u5408\u3063\u3066\u3044\u308b\u304c\u3001\u5f15\u7528\u304c\u3069\u306eIF\u306e\u8868\u304b\u5206\u304b\u3089\u306a\u3044 | \u5206\u5272\u306e\u8a2d\u5b9a\uff08\u898b\u51fa\u3057\u3092\u542b\u3081\u308b\uff09\u3067\u76f4\u308b\u3002**\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u76f4\u3059** |\n| \u9805\u76ee\u540d\u304c\u9055\u3046\u3068\u898b\u3064\u304b\u3089\u306a\u3044 | **\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u304c\u5148\u3002** \u691c\u7d22\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u306f\u307b\u307c\u5fc5\u305a\u51fa\u307e\u3059\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u8a73\u3057\u3044\u62c5\u5f53\u8005\u306e\u982d\u306e\u4e2d\u306b\u3042\u3063\u305f\u5bfe\u5fdc\u304c\u3001\u3069\u308c\u3060\u3051\u3042\u308b\u304b\u304c\u5206\u304b\u3063\u305f**\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\n\n**20\u4ef6\u306e\u3046\u3061\u4f55\u4ef6\u3067\u6b62\u307e\u3063\u305f\u304b\u3092\u6570\u3048\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306b\u9032\u3093\u3060\u5f8c\u3001\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3092\u8db3\u3057\u3066\u3044\u304f\u306b\u3064\u308c\u3066\u6b62\u307e\u308b\u4ef6\u6570\u304c\u3069\u3046\u6e1b\u308b\u304b\u3092\u6bd4\u3079\u308b\u3001\u6700\u521d\u306e\u7269\u5dee\u3057\u306b\u306a\u308a\u307e\u3059\u3002\u6b62\u307e\u3063\u305f\u554f\u3044\u306f\u3001\u305d\u306e\u307e\u307e\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u5019\u88dc\u306e\u4e00\u89a7\u3067\u3059\u3002","minimal_setup_short":"\u4e00\u90e8\u306e\u8a2d\u8a08\u66f8\u3092\u5165\u308c\u305f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u3001\u30d7\u30ec\u30d3\u30e5\u30fc\u30671\u533a\u9593\u305a\u3064\u554f\u3046 \uff0f \u6587\u66f8\u3092\u63a2\u3059\u6642\u9593","semi_auto_setup":"\u4e0a\u8a18\uff0b\u5168\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u6709\u52b9\u306a\u7248\u3092\u5b9a\u671f\u3067\u53d6\u308a\u8fbc\u307f\u3001\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u3067\u5225\u540d\u3092\u5e83\u3052\u308b \uff0f \u691c\u7d22\u3068\u5225\u540d\u306e\u5c55\u958b","full_setup":"\u4e0a\u8a18\uff0b\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u533a\u9593\u3092\u81ea\u52d5\u3067\u3064\u306a\u304e\u3001\u6539\u4fee\u8a18\u9332\u3068\u306e\u7167\u5408\u3068\u6b62\u307e\u3063\u305f\u7406\u7531\u307e\u3067\u8868\u793a\u3059\u308b \uff0f \u7d4c\u8def\u306e\u7d44\u307f\u7acb\u3066\u3068\u3001\u8a2d\u8a08\u66f8\u304c\u53e4\u3044\u53ef\u80fd\u6027\u306e\u691c\u51fa","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001\u4e00\u90e8\u306e\u8a2d\u8a08\u66f8\u3057\u304b\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u7d4c\u8def\u304c\u9014\u4e2d\u3067\u6b62\u307e\u308b\u306e\u306f\u3001**\u6587\u66f8\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef630\u5206\u304c15\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u63a2\u3059\u6642\u9593\u306f\u307b\u307c\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u533a\u9593\u3092\u3064\u306a\u3050\u4f5c\u696d\u3068\u3001\u6539\u4fee\u8a18\u9332\u3068\u306e\u7167\u5408\u306f\u4eba\u306b\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30679\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u6b8b\u308b9\u5206\u306f\u3001\u533a\u9593\u3054\u3068\u306e\u6839\u62e0\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b\u6642\u9593\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30922\u304b\u6708\u56de\u3059\u3068\u3001\u6b62\u307e\u308a\u3084\u3059\u3044\u9805\u76ee\u540d\u3068\u3001\u6839\u62e0\u306b\u5f15\u3051\u306a\u3044\u66f8\u304d\u65b9\u306e\u8a2d\u8a08\u66f8\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u533a\u9593\u3092\u3064\u306a\u3050\u307b\u3046\u304c\u3001\u8aa4\u3063\u3066\u3064\u306a\u304c\u308b\u533a\u9593\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u4f3c\u305f\u540d\u524d\u306e\u9805\u76ee\u3067\u7d4c\u8def\u304c\u3064\u306a\u304c\u308b | **\u3064\u306a\u304e\u76ee\u306f\u5bfe\u5fdc\u8868\u304b\u5b8c\u5168\u4e00\u81f4\u306b\u9650\u308b\u3002** \u6307\u793a\u3067\u3082\u7981\u3058\u308b |\n| \u5ec3\u6b62\u306e\u7248\u304c\u6839\u62e0\u306b\u51fa\u308b | \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u72b6\u614b\u3067\u7d5e\u308b\u3002**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u300c\u6700\u65b0\u300d\u3092\u4fe1\u7528\u3057\u306a\u3044** |\n| \u5f15\u7528\u3092\u958b\u3044\u3066\u3082\u3069\u306eIF\u306e\u8868\u304b\u5206\u304b\u3089\u306a\u3044 | \u898b\u51fa\u3057\u3092\u30c1\u30e3\u30f3\u30af\u306b\u542b\u3081\u308b\u3002**\u4f5c\u3063\u305f\u5f8c\u3067\u306f\u5909\u3048\u3089\u308c\u306a\u3044** |\n| \u9805\u76ee\u5b9a\u7fa9\u66f8\u306e2\u6bb5\u306e\u898b\u51fa\u3057\u3067\u5217\u304c\u5d29\u308c\u308b | \u524d\u51e6\u7406\u30671\u6bb5\u306b\u76f4\u3059 |\n| \u5909\u63db\u306e\u898f\u5247\u304c\u8981\u7d04\u3055\u308c\u3066\u843d\u3061\u308b | **\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u5199\u3059**\u3068\u6307\u793a\u3059\u308b |\n| \u6539\u4fee\u306e\u5f8c\u306b\u8a2d\u8a08\u66f8\u304c\u76f4\u3055\u308c\u3066\u3044\u306a\u3044 | \u6539\u4fee\u8a18\u9332\u3092\u53d6\u308a\u8fbc\u307f\u3001\u65b0\u3057\u3044\u3082\u306e\u304c\u3042\u308c\u3070\u5370\u3092\u4ed8\u3051\u308b |\n| \u533a\u9593\u304c\u5897\u3048\u3059\u304e\u3066\u78ba\u8a8d\u304c\u7d42\u308f\u3089\u306a\u3044 | \u5411\u304d\u3092\u5165\u308c\u3066\u3082\u3089\u3044\u30015\u533a\u9593\u3067\u6b62\u3081\u308b |\n| \u753b\u50cf\u3060\u3051\u306ePDF\u304c\u691c\u7d22\u306b\u8f09\u3089\u306a\u3044 | \u4f5c\u308a\u76f4\u3059\u304b\u3001OCR\u306e\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3046 |\n| \u4eba\u4e8b\u30fb\u7d66\u4e0e\u306e\u9023\u643a\u306e\u8a2d\u8a08\u66f8\u304c\u8ab0\u306b\u3067\u3082\u898b\u3048\u308b | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u5206\u3051\u3001\u4f7f\u3048\u308b\u4eba\u3092\u7d5e\u308b |\n| \u554f\u3044\u5408\u308f\u305b\u308b\u4eba\u3054\u3068\u306b\u554f\u3044\u65b9\u304c\u9055\u3044\u3001\u7b54\u3048\u304c\u3076\u308c\u308b | \u554f\u3044\u306e\u6587\u9762\u3092\u753b\u9762\u306e\u5074\u3067\u56fa\u5b9a\u3059\u308b |\n| \u8a2d\u8a08\u66f8\u306e\u66f4\u65b0\u304c\u691c\u7d22\u306b\u8f09\u308b\u307e\u3067\u306e\u9045\u308c\u306b\u6c17\u3065\u304b\u306a\u3044 | \u753b\u9762\u306b\u6700\u7d42\u306e\u540c\u671f\u65e5\u3092\u51fa\u3059 |\n| \u78ba\u8a8d\u6e08\u307f\u306e\u7d4c\u8def\u304c\u53e4\u304f\u306a\u308b | \u78ba\u8a8d\u3057\u305f\u65e5\u4ee5\u964d\u306e\u6539\u4fee\u8a18\u9332\u306e\u6709\u7121\u3092\u6dfb\u3048\u3066\u898b\u305b\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\u3064\u306a\u304c\u3063\u3066\u898b\u3048\u308b\u304c\u3001\u5b9f\u969b\u306b\u306f\u3064\u306a\u304c\u3063\u3066\u3044\u306a\u3044\u300d\u7d4c\u8def\u3092\u4f5c\u308a\u307e\u3059\u3002**\u6539\u4fee\u306e\u5f71\u97ff\u8abf\u67fb\u3067\u3001\u7121\u3044\u7d4c\u8def\u306f\u898b\u843d\u3068\u3057\u3088\u308a\u5384\u4ecb\u3067\u3059\u3002** \u5b58\u5728\u3057\u306a\u3044\u5f71\u97ff\u306e\u305f\u3081\u306b\u3001\u30c6\u30b9\u30c8\u306e\u7bc4\u56f2\u304c\u81a8\u3089\u307f\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u793e\u5185\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u66f8\u3001\u9805\u76ee\u5b9a\u7fa9\u66f8\u3001\u6539\u4fee\u8a18\u9332\u3002**\u9867\u5ba2\u3084\u5f93\u696d\u54e1\u306e\u500b\u4eba\u306e\u60c5\u5831\u305d\u306e\u3082\u306e\u306f\u542b\u307f\u307e\u305b\u3093\u304c\u3001\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u3069\u306e\u500b\u4eba\u306e\u60c5\u5831\u3092\u3069\u3053\u3078\u6e21\u3057\u3066\u3044\u308b\u304b\u304c\u5206\u304b\u308b\u6587\u66f8\u3067\u3059\u3002**\n\n1. **\u500b\u4eba\u306e\u60c5\u5831\u306e\u6d41\u308c\u304c\u5206\u304b\u308b\u6587\u66f8\u3092\u5206\u3051\u3066\u6271\u3046** \u2026 \u4eba\u4e8b\u30fb\u7d66\u4e0e\u30fb\u9867\u5ba2\u306e\u500b\u4eba\u306e\u60c5\u5831\u3092\u6271\u3046\u9023\u643a\u306e\u8a2d\u8a08\u66f8\u306f\u3001**\u5225\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u5206\u3051\u3001\u898b\u3089\u308c\u308b\u4eba\u3092\u7d5e\u308a\u307e\u3059**\n2. **\u8a2d\u8a08\u66f8\u306b\u672c\u756a\u306e\u5024\u3092\u66f8\u304b\u306a\u3044** \u2026 \u9805\u76ee\u5b9a\u7fa9\u66f8\u306e\u300c\u5024\u306e\u4f8b\u300d\u306e\u5217\u306b\u3001\u672c\u756a\u306e\u9867\u5ba2\u30b3\u30fc\u30c9\u3084\u53e3\u5ea7\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u3080\u524d\u306b\u898b\u3064\u3051\u3066\u6d88\u3057\u307e\u3059**\n3. **\u63a5\u7d9a\u306e\u60c5\u5831\u3092\u53d6\u308a\u8fbc\u307e\u306a\u3044** \u2026 \u53e4\u3044\u8a2d\u8a08\u66f8\u306b\u306f\u3001\u63a5\u7d9a\u5148\u306e\u30db\u30b9\u30c8\u540d\u3084\u8a8d\u8a3c\u306e\u60c5\u5831\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u3080\u524d\u306b\u6d17\u3044\u51fa\u3057\u3066\u5916\u3057\u307e\u3059**\n4. **\u7b54\u3048\u3092\u78ba\u5b9a\u306e\u6839\u62e0\u306b\u3057\u306a\u3044** \u2026 \u533a\u9593\u306e\u4e26\u3073\u306f\u4e0b\u8abf\u3079\u3067\u3059\u3002**\u6539\u4fee\u306e\u5f71\u97ff\u7bc4\u56f2\u306e\u78ba\u5b9a\u306f\u3001\u6839\u62e0\u3092\u78ba\u304b\u3081\u305f\u4eba\u304c\u884c\u3044\u307e\u3059**\n5. **\u554f\u3044\u5408\u308f\u305b\u306e\u8a18\u9332\u3092\u6b8b\u3059** \u2026 \u8ab0\u304c\u3001\u3069\u306e\u9805\u76ee\u306e\u7d4c\u8def\u3092\u8abf\u3079\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n6. **\u958b\u767a\u30d9\u30f3\u30c0\u30fc\u306b\u898b\u305b\u308b\u7bc4\u56f2\u3092\u6c7a\u3081\u308b** \u2026 \u5916\u90e8\u306e\u958b\u767a\u4f1a\u793e\u306b\u3082\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3092\u4f7f\u3063\u3066\u3082\u3089\u3046\u306a\u3089\u3001**\u305d\u306e\u4f1a\u793e\u304c\u62c5\u5f53\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u9023\u643a\u306e\u6587\u66f8\u3060\u3051\u304c\u5f15\u3051\u308b\u3088\u3046\u306b**\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u304b\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u5206\u3051\u307e\u3059\u3002\u62c5\u5f53\u5916\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u66f8\u307e\u3067\u898b\u3048\u308b\u3068\u3001\u5951\u7d04\u3067\u7d04\u675f\u3057\u305f\u958b\u793a\u306e\u7bc4\u56f2\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5b9f\u969b\u306b\u306f\u7121\u3044\u7d4c\u8def\u3092\u793a\u3059\u3053\u3068\u3068\u3001\u3042\u308b\u7d4c\u8def\u3092\u793a\u3055\u306a\u3044\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u3064\u306a\u304e\u76ee\u3092\u5bfe\u5fdc\u8868\u3068\u5b8c\u5168\u4e00\u81f4\u306b\u9650\u308b\u3053\u3068\u3067\u3001\u5f8c\u8005\u306f\u6b62\u307e\u3063\u305f\u7406\u7531\u3092\u5fc5\u305a\u8868\u793a\u3057\u3066\u4eba\u304c\u8abf\u3079\u308b\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u8ca9\u58f2\u7ba1\u7406\u30fb\u4f1a\u8a08\u30fb\u751f\u7523\u7ba1\u7406\u30fbEC\u306a\u3069\u8907\u6570\u306e\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3092\u30d5\u30a1\u30a4\u30eb\u9023\u643a\u3084API\u3067\u3064\u306a\u3044\u3067\u304a\u308a\u3001\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u8a2d\u8a08\u66f8\u3068\u9805\u76ee\u5b9a\u7fa9\u66f8\u304c\u6570\u767e\u672c\u306b\u7a4d\u307f\u4e0a\u304c\u3063\u3066\u3044\u308b\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3002\u6539\u4fee\u3084\u969c\u5bb3\u306e\u305f\u3073\u306b\u300c\u3053\u306e\u9805\u76ee\u306f\u3069\u3053\u304b\u3089\u6765\u3066\u3069\u3053\u3078\u6e21\u308b\u304b\u300d\u3092\u8abf\u3079\u308b\u554f\u3044\u5408\u308f\u305b\u304c\u6bce\u6708\u6570\u767e\u4ef6\u3042\u308a\u3001\u8a73\u3057\u3044\u62c5\u5f53\u8005\u306b\u96c6\u4e2d\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u8a2d\u8a08\u66f8\u304cWord\u30fbExcel\u30fbPDF\u3067\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u6563\u3089\u3070\u308a\u3001\u7248\u306e\u65b0\u65e7\u304c\u6df7\u5728\u3057\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u9023\u643a\u304c\u30c7\u30fc\u30bf\u9023\u643a\u57fa\u76e4\u306e\u753b\u9762\u3067\u4e00\u5143\u7ba1\u7406\u3055\u308c\u3001\u9805\u76ee\u306e\u53d7\u3051\u6e21\u3057\u306e\u7d4c\u8def\u3092\u305d\u306e\u88fd\u54c1\u306e\u6a5f\u80fd\u3067\u8ffd\u3048\u308b\u5834\u5408\u3002\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u6570\u672c\u3057\u304b\u306a\u304f\u3001\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u8a2d\u8a08\u66f8\u304c\u307b\u3068\u3093\u3069\u6b8b\u3063\u3066\u304a\u3089\u305a\u3001\u691c\u7d22\u3059\u308b\u5143\u306e\u6587\u66f8\u304c\u7121\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u6539\u4fee\u306e\u5f71\u97ff\u7bc4\u56f2\u306e\u78ba\u5b9a\u3084\u3001\u3069\u306e\u6539\u4fee\u3092\u884c\u3046\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\u6709\u52b9\u306a\u7248\u306e\u53f0\u5e33\u3092\u3064\u304f\u308b**\n\n\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u7d04300\u672c\u306b\u3064\u3044\u3066\u3001\u3069\u306e\u7248\u306e\u8a2d\u8a08\u66f8\u3068\u9805\u76ee\u5b9a\u7fa9\u66f8\u304c\u6709\u52b9\u304b\u3092\u53f0\u5e33\u306b\u3057\u307e\u3059\u3002**\u5168\u90e8\u3067\u306a\u304f\u3066\u304b\u307e\u3044\u307e\u305b\u3093\u3002\u554f\u3044\u5408\u308f\u305b\u306e\u591a\u304450\u672c\u304b\u3089\u59cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a\u9805\u76ee\u540d\u306e\u5bfe\u5fdc\u8868\u309250\u8a9e\u3064\u304f\u308b**\n\n\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u591a\u304b\u3063\u305f\u9805\u76ee\u306b\u3064\u3044\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u3054\u3068\u306e\u540d\u524d\u3092\u8a73\u3057\u3044\u62c5\u5f53\u8005\u3068\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\n\n**3\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n10\u672c\u5206\u306e\u6587\u66f8\u3067\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u30d7\u30ec\u30d3\u30e5\u30fc\u306720\u4ef6\u306e\u554f\u3044\u3092\u8a66\u3057\u307e\u3059\u3002**\u5f15\u7528\u306e\u7b87\u6240\u304c\u3001\u3069\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u8868\u304b\u5206\u304b\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u5b9a\u671f\u306e\u53d6\u308a\u8fbc\u307f\u3092\u3064\u304f\u308b**\n\n\u6709\u52b9\u306a\u7248\u3092 Cloud Storage \u3078\u5199\u3059\u4ed5\u7d44\u307f\u3068\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306eJSONL\u3092\u4f5c\u308a\u30011\u65e5\u3054\u3068\u306e\u540c\u671f\u3092\u59cb\u3081\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u533a\u9593\u306f\u4eba\u304c\u3064\u306a\u304e\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u8ab2\u984c\u7ba1\u7406\u304b\u3089\u306e\u66f8\u304d\u51fa\u3057\u3092\u8db3\u3057\u3001\u6539\u4fee\u8a18\u9332\u3068\u306e\u7167\u5408\u3092\u59cb\u3081\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u533a\u9593\u3092\u81ea\u52d5\u3067\u3064\u306a\u304e\u30011\u4ef630\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u6b62\u307e\u3063\u305f\u533a\u9593\u3092\u6587\u66f8\u306b\u8db3\u3059\u4f5c\u696d\u304c\u9031\u306b\u6570\u4ef6\u307e\u3067\u6e1b\u308a\u3001\u8a73\u3057\u30442\u540d\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u534a\u5206\u3092\u5207\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0174","UC-0144","UC-0511","UC-0197"],"related_articles":[{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"},{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u540d\u524d\u304c\u5909\u308f\u308a\u3064\u3064\u3042\u308b\u3053\u3068\u3002\u30c7\u30b8\u30bf\u30eb\u30d1\u30fc\u30b5\u30fc\u30fbOCR\u30d1\u30fc\u30b5\u30fc\uff08PDF\uff09\u30fb\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c\u3042\u308a\u3001OCR\u3068\u30ec\u30a4\u30a2\u30a6\u30c8\u306f\u6709\u6599\u306e\u6a5f\u80fd\u3067\u3042\u308b\u3053\u3068\u3002\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c PDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u3092\u6271\u3044\u3001\u6587\u7ae0\u306e\u304b\u305f\u307e\u308a\u30fb\u8868\u30fb\u7b87\u6761\u66f8\u304d\u30fb\u898b\u51fa\u3057\u3092\u898b\u5206\u3051\u308b\u3053\u3068\u3002\u30c1\u30e3\u30f3\u30af\u306e\u5927\u304d\u3055\u304c100\u301c500\uff08\u65e2\u5b9a500\uff09\u3067\u3001\u898b\u51fa\u3057\u3092\u5404\u30c1\u30e3\u30f3\u30af\u306b\u542b\u3081\u308b\u304b\u3092\u9078\u3079\u308b\u3053\u3068\u3002\u30c1\u30e3\u30f3\u30af\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u5f8c\u3067\u5165\u308c\u305f\u308a\u5916\u3057\u305f\u308a\u3067\u304d\u306a\u3044\u3053\u3068 | [Google Cloud: Parse and chunk documents](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-07 |\n| answer \u30e1\u30bd\u30c3\u30c9\u304c\u691c\u7d22\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001\u554f\u3044\u3092\u5206\u3051\u3066\u6700\u59275\u6bb5\u307e\u3067\u8abf\u3079\u3089\u308c\u308b\u3053\u3068\u3002`answerGenerationSpec` \u306b `includeCitations`\u30fb`ignoreLowRelevantContent`\u30fb`promptSpec.preamble` \u306a\u3069\u304c\u3042\u308b\u3053\u3068\u3002\u5fdc\u7b54\u306b `citations`\u30fb`references`\uff08\u30c1\u30e3\u30f3\u30af\u306e\u4e2d\u8eab\u3068URI\uff09\u30fb`answerSkippedReasons` \u304c\u542b\u307e\u308c\u308b\u3053\u3068\u3002`groundingSpec` \u306e `filteringLevel` \u3067\u6839\u62e0\u3068\u306e\u7d50\u3073\u4ed8\u304d\u306e\u5f31\u3044\u56de\u7b54\u3092\u7d5e\u308c\u308b\u3053\u3068\u3002`searchSpec` \u3067\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3088\u308b\u7d5e\u308a\u8fbc\u307f\u304c\u3067\u304d\u308b\u3053\u3068 | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-07 |\n| \u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u7d5e\u308a\u8fbc\u3080\u306b\u306f\u3001\u30b9\u30ad\u30fc\u30de\u3067\u305d\u306e\u9805\u76ee\u3092\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3002`ANY()` \u3084\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3001`AND`\u30fb`OR`\u30fb`NOT` \u3067\u6761\u4ef6\u3092\u66f8\u3051\u308b\u3053\u3068 | [Google Cloud: Filter search for unstructured data by metadata](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-07 |\n| Cloud Storage \u304b\u3089\u3001`structData` \u3068 `content`\uff08`mimeType`\u30fb`uri`\uff09\u3092\u6301\u3064JSONL\u3067\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u306e\u6587\u66f8\u3092\u53d6\u308a\u8fbc\u3081\u308b\u3053\u3068\u3002\u540c\u671f\u30921\u65e5\u30fb3\u65e5\u30fb5\u65e5\u3054\u3068\u306b\u8a2d\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002INCREMENTAL \u3068 FULL \u306e\u9055\u3044\uff08FULL \u3067\u306f Cloud Storage \u306b\u7121\u3044\u6587\u66f8\u304c\u6d88\u3048\u308b\u3053\u3068\uff09 | [Google Cloud: Create a search data store](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/create-data-store-es) | 2026-10-07 |\n\n**\u6539\u4fee\u306e\u5f71\u97ff\u7bc4\u56f2\u306e\u78ba\u5b9a\u306f\u3001\u8a2d\u8a08\u66f8\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u78ba\u304b\u3081\u305f\u62c5\u5f53\u8005\u304c\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Google Cloud \u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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