{"id":15106,"date":"2026-10-13T09:36:45","date_gmt":"2026-10-13T00:36:45","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/building-completion-docs-qa\/"},"modified":"2026-10-13T09:38:42","modified_gmt":"2026-10-13T00:38:42","slug":"building-completion-docs-qa","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/building-completion-docs-qa\/","title":{"rendered":"\u7ba1\u7406\u4f1a\u793e\u306e\u62c5\u5f53\u304b\u3089\u51fa\u308b\u5efa\u7269\u306e\u8a2d\u5099\u30fb\u4ed5\u69d8\u306e\u8cea\u554f\u306b\u3001\u7269\u4ef6\u3054\u3068\u306e\u7ae3\u5de5\u56f3\u66f8\u30fb\u8a2d\u5099\u306e\u4ed5\u69d8\u66f8\u30fb\u4fee\u7e55\u5c65\u6b74\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u7ba1\u7406\u62c5\u5f53\u304b\u3089\u51fa\u308b\u300c\u3053\u306e\u30d3\u30eb\u306e\u7d66\u6c34\u65b9\u5f0f\u306f\u300d\u300c\u5c4b\u4e0a\u306e\u9632\u6c34\u306f\u4f55\u3067\u3001\u3044\u3064\u6539\u4fee\u3057\u305f\u304b\u300d\u3068\u3044\u3063\u305f\u8cea\u554f\u306b\u3001\u7269\u4ef6\u3054\u3068\u306e\u7ae3\u5de5\u56f3\u66f8\u30fb\u8a2d\u5099\u306e\u4ed5\u69d8\u66f8\u30fb\u4fee\u7e55\u5c65\u6b74\u3092\u691c\u7d22\u3057\u3066\u7b54\u3048\u307e\u3059\u3002\u7b54\u3048\u306b\u306f\u56f3\u66f8\u306e\u540d\u524d\u3068\u8a72\u5f53\u7b87\u6240\u3092\u5fc5\u305a\u6dfb\u3048\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1260","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-13","tech_verified_date":"2026-10-12","trigger":"**\u7ba1\u7406\u62c5\u5f53\u304c\u30dc\u30c3\u30c8\u3067\u7269\u4ef6\u3092\u9078\u3073\u3001\u8cea\u554f\u3092\u9001\u3063\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** \u7269\u4ef6\u306e\u9078\u629e\u306f\u4e00\u89a7\u304b\u3089\u884c\u3044\u3001\u81ea\u7531\u5165\u529b\u306b\u3057\u307e\u305b\u3093\u3002**\u4e00\u89a7\u306b\u306f\u7269\u4ef6\u756a\u53f7\u30fb\u7269\u4ef6\u540d\u30fb\u6240\u5728\u5730\u3092\u4e26\u3079\u3001\u4f3c\u305f\u540d\u524d\u306e\u7269\u4ef6\u3092\u6240\u5728\u5730\u3067\u898b\u5206\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**\u540c\u3058\u4f1a\u8a71\u306e\u7d9a\u304d\u306e\u8cea\u554f\u306f\u3001\u9078\u3093\u3060\u7269\u4ef6\u3092\u5f15\u304d\u7d99\u304e\u307e\u3059\u3002** 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\u8a2d\u8a08\u56f3\u3001\u8a2d\u5099\u306e\u4ed5\u69d8\u66f8\u3001\u6a5f\u5668\u306e\u627f\u8a8d\u56f3\u3001\u8a66\u9a13\u6210\u7e3e\u66f8\uff08PDF\u3002\u30b9\u30ad\u30e3\u30f3\u3092\u542b\u3080\uff09 | \u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3001\u66f8\u5eab\uff08\u30b9\u30ad\u30e3\u30f3\uff09 |\n| \u4fee\u7e55\u306e\u5de5\u4e8b\u5831\u544a\u66f8 | \u5de5\u4e8b\u306e\u540d\u524d\u3001\u5b8c\u4e86\u65e5\u3001\u65bd\u5de5\u7bc4\u56f2\u3001\u4f7f\u3063\u305f\u6750\u6599\u30fb\u6a5f\u5668\u306e\u4ed5\u69d8 | \u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n| \u8a2d\u5099\u53f0\u5e33 | \u7269\u4ef6\u3054\u3068\u306e\u4e3b\u8981\u306a\u8a2d\u5099\u306e\u578b\u5f0f\u30fb\u5bb9\u91cf\u30fb\u8a2d\u7f6e\u5e74 | \u8868\u8a08\u7b97 |\n| \u30e1\u30bf\u30c7\u30fc\u30bf | \u7269\u4ef6\u756a\u53f7\u3001\u56f3\u66f8\u306e\u7a2e\u985e\u3001\u56f3\u66f8\u306e\u65e5\u4ed8\u3001\u8a2d\u5099\u306e\u533a\u5206\uff08\u96fb\u6c17\u30fb\u7d66\u6392\u6c34\u30fb\u7a7a\u8abf\u30fb\u9632\u6c34\u30fb\u5efa\u7bc9\uff09 | \u65b0\u3057\u304f\u4f5c\u308b\u4e00\u89a7 |\n| \u8cea\u554f | \u9078\u3093\u3060\u7269\u4ef6\u756a\u53f7\u3001\u8cea\u554f\u306e\u6587\u7ae0\u3001\u8cea\u554f\u8005 | \u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30c3\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u30014\u884c\u76ee\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u3059\u3002** \u7269\u4ef6\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u7269\u4ef6\u3067\u7d5e\u308a\u8fbc\u3081\u307e\u305b\u3093\u3002\u56f3\u66f8\u306e\u65e5\u4ed8\u304c\u4ed8\u3044\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u7ae3\u5de5\u6642\u306e\u5024\u3068\u4fee\u7e55\u5f8c\u306e\u5024\u3092\u4e26\u3079\u3089\u308c\u307e\u305b\u3093\u3002**AI\u306e\u6027\u80fd\u3088\u308a\u5148\u306b\u3001\u3053\u306e\u4e00\u89a7\u306e\u6b63\u3057\u3055\u304c\u7b54\u3048\u306e\u6b63\u3057\u3055\u3092\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u8a2d\u5099\u53f0\u5e33\u306f\u8868\u8a08\u7b97\u306e\u307e\u307e\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u578b\u5f0f\u3084\u5bb9\u91cf\u306f\u53f0\u5e33\u304c\u3044\u3061\u3070\u3093\u65b0\u3057\u3044\u3053\u3068\u304c\u591a\u3044\u304b\u3089\u3067\u3059\u3002**\u305f\u3060\u3057\u53f0\u5e33\u306f\u8ab0\u304c\u3044\u3064\u66f4\u65b0\u3057\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u3001\u56f3\u66f8\u306e\u65e5\u4ed8\u3068\u4e26\u3079\u3066\u793a\u3057\u307e\u3059\u3002**","data_source":"**\u56f3\u66f8\u306f Cloud Storage \u306b\u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u3067\u5199\u3057\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u306e\u30d5\u30a1\u30a4\u30eb\u3067\u6e21\u3057\u307e\u3059\u3002** 1\u884c\u304c1\u30d5\u30a1\u30a4\u30eb\u3067\u3001`id`\u3001`structData`\uff08\u7269\u4ef6\u756a\u53f7\u306a\u3069\u306e\u9805\u76ee\uff09\u3001`content`\uff08`mimeType` \u3068 `uri`\uff09\u3092\u6301\u305f\u305b\u307e\u3059\u3002\n\n```json\n{\"id\": \"B0123-as-built-elec-01\", \"structData\": {\"building_id\": \"B0123\", \"doc_type\": \"as_built\", \"doc_date\": \"2006-03-20\", \"discipline\": \"electrical\"}, \"content\": {\"mimeType\": \"application\/pdf\", \"uri\": \"gs:\/\/bucket\/B0123\/as_built_elec_01.pdf\"}}\n```\n\n| \u9805\u76ee | \u5024\u306e\u4f8b | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `building_id` | B0123 | **\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\uff08\u5fc5\u9808\uff09** |\n| `doc_type` | as_built\uff08\u7ae3\u5de5\u56f3\u66f8\uff09\uff0frepair\uff08\u4fee\u7e55\u5831\u544a\uff09\uff0fledger\uff08\u8a2d\u5099\u53f0\u5e33\uff09 | \u56de\u7b54\u306e\u4e26\u3079\u65b9 |\n| `doc_date` | 2006-03-20 | \u7ae3\u5de5\u6642\u304b\u4fee\u7e55\u5f8c\u304b\u306e\u5224\u5b9a |\n| `discipline` | electrical\uff0fplumbing\uff0fhvac\uff0fwaterproofing\uff0fbuilding | \u8cea\u554f\u306e\u5206\u91ce\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30b9\u30ad\u30fc\u30de\u3067\u300c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u300d\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u306b\u3057\u3066\u3082\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u3093\u3060\u5f8c\u306b\u3001\u7269\u4ef6\u756a\u53f7\u306e\u7d5e\u308a\u8fbc\u307f\u304c\u52b9\u304f\u3053\u3068\u3092\u5fc5\u305a\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002** 1\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u3059\u3002\u305d\u308c\u3092\u8d85\u3048\u308b\u7ae3\u5de5\u56f3\u66f8\u306f\u3001\u5206\u91ce\u3054\u3068\u306b\u5206\u3051\u3066\u5199\u3057\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u3067\u306f\u3001`searchSpec.searchParams.filter` \u306b `building_id: ANY(\"B0123\")` \u3092\u5165\u308c\u307e\u3059\u3002** \u7269\u4ef6\u756a\u53f7\u306f\u30dc\u30c3\u30c8\u3067\u9078\u3070\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3001\u8cea\u554f\u306e\u6587\u7ae0\u304b\u3089\u4f5c\u308a\u307e\u305b\u3093\u3002","preprocessing":"1. **\u7d19\u306e\u56f3\u66f8\u306e\u30b9\u30ad\u30e3\u30f3** \u2026 300dpi \u7a0b\u5ea6\u3092\u76ee\u5b89\u306bPDF\u306b\u3057\u307e\u3059\u3002**\u56f3\u9762\u306e\u5bf8\u6cd5\u3084\u5bb9\u91cf\u306e\u6587\u5b57\u306f\u5c0f\u3055\u3044\u306e\u3067\u3001\u65e2\u5b9a\u306e\u8a2d\u5b9a\u3067\u306f\u8aad\u3081\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059**\n2. **\u5927\u304d\u306aPDF\u306e\u5206\u5272** \u2026 1\u30d5\u30a1\u30a4\u30eb200MB\u3092\u8d85\u3048\u308b\u3082\u306e\u306f\u3001\u96fb\u6c17\u30fb\u7d66\u6392\u6c34\u306a\u3069\u306e\u5206\u91ce\u3054\u3068\u306b\u5206\u3051\u307e\u3059\n3. **\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u4ed8\u4e0e** \u2026 1\u30d5\u30a1\u30a4\u30eb\u305a\u3064\u7269\u4ef6\u756a\u53f7\u30fb\u56f3\u66f8\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u30fb\u5206\u91ce\u3092\u4ed8\u3051\u307e\u3059\u3002**\u65e5\u4ed8\u306f\u56f3\u66f8\u306e\u8868\u7d19\u304b\u5831\u544a\u66f8\u306e\u5b8c\u4e86\u65e5\u304b\u3089\u53d6\u308a\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u66f4\u65b0\u65e5\u6642\u3092\u4f7f\u3044\u307e\u305b\u3093**\n4. **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u8a2d\u5b9a** \u2026 \u30c1\u30e3\u30f3\u30af\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u3001\u65e2\u5b9a\u306e\u30d1\u30fc\u30b5\u30fc\u3092\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u306b\u3057\u307e\u3059\u3002`includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3057\u3001\u30c1\u30e3\u30f3\u30af\u306b\u4e0a\u4f4d\u306e\u898b\u51fa\u3057\u3092\u4ed8\u3051\u307e\u3059\n5. **\u53d6\u308a\u8fbc\u307f** \u2026 Cloud Storage \u304b\u3089\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u30d5\u30a9\u30eb\u30c0\u306e\u4e2d\u306f\u518d\u5e30\u7684\u306b\u53d6\u308a\u8fbc\u307e\u308c\u307e\u3059\n6. **\u7d5e\u308a\u8fbc\u307f\u306e\u78ba\u8a8d** \u2026 \u7269\u4ef6\u30921\u3064\u9078\u3093\u3067\u691c\u7d22\u3057\u3001**\u5225\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u304c1\u4ef6\u3082\u6df7\u3056\u3089\u306a\u3044\u3053\u3068**\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**4\u756a\u76ee\u306e\u898b\u51fa\u3057\u306e\u4ed8\u4e0e\u306f\u3001\u56f3\u66f8\u306e\u69cb\u6210\u306b\u52b9\u304d\u307e\u3059\u3002** \u4ed5\u69d8\u66f8\u306e\u9014\u4e2d\u306e\u30c1\u30e3\u30f3\u30af\u306f\u300c\u5bb9\u91cf 75kVA\u300d\u306e\u3088\u3046\u306a\u884c\u3060\u3051\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002**\u4e0a\u4f4d\u306e\u898b\u51fa\u3057\uff08\u300c\u53d7\u5909\u96fb\u8a2d\u5099\u300d\u300c\u5909\u5727\u5668\u300d\uff09\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3068\u3001\u4f55\u306e\u5bb9\u91cf\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u30c1\u30e3\u30f3\u30af\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u30c1\u30e3\u30f3\u30af\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3001\u65e2\u5b9a\u306f500\u3067\u3059\u3002** \u6a5f\u5668\u8868\u306e\u3088\u3046\u306b1\u884c\u305a\u3064\u610f\u5473\u304c\u5b8c\u7d50\u3059\u308b\u56f3\u66f8\u304c\u591a\u3044\u306e\u3067\u3001\u65e2\u5b9a\u306e\u307e\u307e\u59cb\u3081\u3001\u5f15\u7528\u304c\u7d30\u5207\u308c\u3059\u304e\u308b\u304b\u3069\u3046\u304b\u3092\u898b\u3066\u6c7a\u3081\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u9078\u3093\u3060\u7269\u4ef6\u306e\u56f3\u66f8\u304b\u3089\u8cea\u554f\u306b\u5f53\u305f\u308b\u8a18\u8f09\u3092\u63a2\u3057\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u5024\u3092\u5f15\u7528\u3064\u304d\u3067\u7b54\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u8cea\u554f\u306e\u578b | \u7b54\u3048\u65b9 | \u56de\u3059\u5148 |\n|:--|:--|:--|\n| \u4ed5\u69d8\u3092\u77e5\u308a\u305f\u3044\uff08\u7d66\u6c34\u65b9\u5f0f\u3001\u9632\u6c34\u306e\u5de5\u6cd5\u3001\u7a7a\u8abf\u306e\u65b9\u5f0f\uff09 | \u56f3\u66f8\u306e\u8a18\u8f09\u3092\u305d\u306e\u307e\u307e\u7b54\u3048\u3001\u56f3\u66f8\u540d\u30fb\u30da\u30fc\u30b8\u3092\u6dfb\u3048\u308b | \u2500 |\n| \u6570\u5024\u3092\u77e5\u308a\u305f\u3044\uff08\u53d7\u5909\u96fb\u306e\u5bb9\u91cf\u3001\u914d\u7ba1\u306e\u53e3\u5f84\u3001\u5e8a\u306e\u7a4d\u8f09\u8377\u91cd\uff09 | **\u56f3\u66f8\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u7b54\u3048\u3001\u56f3\u66f8\u306e\u65e5\u4ed8\u3092\u6dfb\u3048\u308b** | \u2500 |\n| \u7ae3\u5de5\u5f8c\u306e\u5909\u66f4\u3092\u77e5\u308a\u305f\u3044\uff08\u3044\u3064\u6539\u4fee\u3057\u305f\u304b\uff09 | \u4fee\u7e55\u5831\u544a\u3092\u65b0\u3057\u3044\u9806\u306b\u4e26\u3079\u308b | \u2500 |\n| \u53ef\u5426\u3092\u77e5\u308a\u305f\u3044\uff08\u5897\u8a2d\u3057\u3066\u3088\u3044\u304b\u3001\u7f6e\u3044\u3066\u3088\u3044\u304b\uff09 | **\u7b54\u3048\u306a\u3044\u3002** \u95a2\u4fc2\u3059\u308b\u56f3\u66f8\u306e\u7b87\u6240\u3060\u3051\u3092\u793a\u3059 | \u6280\u8853\u62c5\u5f53 |\n| \u56f3\u66f8\u306b\u7121\u3044 | \u300c\u56f3\u66f8\u306b\u8a18\u8f09\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3068\u7b54\u3048\u308b | \u6280\u8853\u62c5\u5f53 |\n\n**4\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u7dda\u5f15\u304d\u3067\u3059\u3002** \u5897\u8a2d\u306e\u53ef\u5426\u306f\u3001\u56f3\u66f8\u306e\u5024\u306b\u52a0\u3048\u3066\u73fe\u5728\u306e\u4f7f\u7528\u72b6\u6cc1\u3084\u6cd5\u4ee4\u306e\u78ba\u8a8d\u304c\u8981\u308a\u307e\u3059\u3002**\u56f3\u66f8\u306e\u5024\u3092\u793a\u3059\u3068\u3053\u308d\u307e\u3067\u306f\u7b54\u3048\u3001\u53ef\u5426\u306e\u5224\u65ad\u306f\u6280\u8853\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u7269\u4ef6\u306e\u63a8\u6e2c | \u30dc\u30c3\u30c8\u3067\u9078\u3093\u3060\u7269\u4ef6\u756a\u53f7\u3067\u691c\u7d22\u3092\u7d5e\u308b |\n| \u5024\u306e\u63db\u7b97\u30fb\u5408\u7b97 | \u5bb9\u91cf\u306e\u6b8b\u308a\u3084\u8377\u91cd\u306e\u5408\u8a08\u306f\u3001\u6280\u8853\u62c5\u5f53\u304c\u8a08\u7b97\u3059\u308b |\n| \u7ae3\u5de5\u6642\u306e\u5024\u3092\u73fe\u6cc1\u3068\u8a00\u3044\u5207\u308b | \u4fee\u7e55\u3067\u5909\u308f\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u56f3\u66f8\u306e\u65e5\u4ed8\u3092\u5fc5\u305a\u4ed8\u3051\u308b |\n| \u56f3\u66f8\u306b\u7121\u3044\u5024\u306e\u88dc\u5b8c | \u4e00\u822c\u7684\u306a\u4ed5\u69d8\u3084\u4ed6\u306e\u7269\u4ef6\u306e\u5024\u3067\u57cb\u3081\u306a\u3044 |\n| \u53ef\u5426\u306e\u5224\u65ad | \u73fe\u5728\u306e\u4f7f\u7528\u72b6\u6cc1\u3068\u6cd5\u4ee4\u306e\u78ba\u8a8d\u304c\u8981\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u5909\u5727\u5668\u304c75kVA\u3067\u3001\u73fe\u5728\u306e\u5951\u7d04\u304c50kVA\u306a\u3089\u6b8b\u308a\u306f25kVA\u300d\u3068\u7b54\u3048\u305f\u304f\u306a\u308a\u307e\u3059\u304c\u3001**\u6b8b\u308a\u306e\u5bb9\u91cf\u306f\u6a5f\u5668\u306e\u69cb\u6210\u3068\u5b9f\u969b\u306e\u8ca0\u8377\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002** \u8a08\u7b97\u3055\u305b\u305a\u3001\u5024\u3068\u51fa\u5178\u3060\u3051\u3092\u8fd4\u3055\u305b\u307e\u3059\u3002","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `answerGenerationSpec.promptSpec.preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5efa\u7269\u7ba1\u7406\u4f1a\u793e\u306e\u56f3\u66f8\u4fc2\u3067\u3059\u3002\u7ba1\u7406\u62c5\u5f53\u304b\u3089\u306e\u5efa\u7269\u306e\u4ed5\u69d8\u306e\u8cea\u554f\u306b\u3001\n\u691c\u7d22\u3055\u308c\u305f\u56f3\u66f8\u306e\u8a18\u8f09\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n- \u56f3\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5024\u3068\u8a18\u8f09\u3092\u3001\u305d\u306e\u307e\u307e\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6570\u5024\u306f\u5358\u4f4d\u3082\u542b\u3081\u3066\u3001\u56f3\u66f8\u306e\u8868\u8a18\u3069\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7b54\u3048\u306e\u5404\u6587\u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u56f3\u66f8\u306e\u5f15\u7528\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7ae3\u5de5\u56f3\u66f8\u3068\u4fee\u7e55\u306e\u5de5\u4e8b\u5831\u544a\u66f8\u306e\u4e21\u65b9\u306b\u8a18\u8f09\u304c\u3042\u308b\u5834\u5408\u306f\u3001\n  \u65e5\u4ed8\u306e\u65b0\u3057\u3044\u307b\u3046\u3092\u5148\u306b\u66f8\u304d\u3001\u53e4\u3044\u307b\u3046\u3092\u300c\u7ae3\u5de5\u6642\u306e\u8a18\u8f09\u300d\u3068\u3057\u3066\u5f8c\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7ae3\u5de5\u56f3\u66f8\u306e\u5024\u3060\u3051\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u5408\u306f\u3001\u6587\u672b\u306b\n  \u300c\u7ae3\u5de5\u6642\u306e\u56f3\u66f8\u306e\u8a18\u8f09\u3067\u3059\u3002\u305d\u306e\u5f8c\u306e\u6539\u4fee\u306e\u6709\u7121\u306f\u78ba\u8a8d\u3067\u304d\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u3053\u3068\u3011\n- \u6570\u5024\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5bb9\u91cf\u306e\u6b8b\u308a\u3001\u8377\u91cd\u306e\u5408\u8a08\u3001\n  \u5358\u4f4d\u306e\u63db\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56f3\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u3001\u4e00\u822c\u7684\u306a\u4ed5\u69d8\u3084\u63a8\u6e2c\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u300c\u56f3\u66f8\u306b\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u3060\u3051\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5897\u8a2d\u30fb\u8a2d\u7f6e\u30fb\u5909\u66f4\u3092\u3057\u3066\u3088\u3044\u304b\u3068\u3044\u3046\u8cea\u554f\u306b\u306f\u3001\u53ef\u5426\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u53ef\u5426\u306e\u5224\u65ad\u306f\u6280\u8853\u62c5\u5f53\u304c\u884c\u3044\u307e\u3059\u300d\u3068\u66f8\u304d\u3001\u95a2\u4fc2\u3059\u308b\u8a18\u8f09\u3060\u3051\u3092\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7269\u4ef6\u540d\u3084\u7269\u4ef6\u756a\u53f7\u304c\u8cea\u554f\u306b\u51fa\u3066\u304d\u3066\u3082\u3001\u305d\u308c\u3092\u7406\u7531\u306b\u5225\u306e\u7269\u4ef6\u306e\u8a71\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u5358\u4f4d\u3082\u542b\u3081\u3066\u56f3\u66f8\u306e\u8868\u8a18\u3069\u304a\u308a\u300d\u3092\u66f8\u304f\u306e\u306f\u3001\u56f3\u66f8\u306e\u5358\u4f4d\u304c\u5e74\u4ee3\u3067\u9055\u3046\u304b\u3089\u3067\u3059\u3002** \u53e4\u3044\u56f3\u66f8\u306b\u306f kgf\/m\u00b2 \u306e\u3088\u3046\u306a\u65e7\u3044\u5358\u4f4d\u304c\u6b8b\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u63db\u7b97\u3055\u308c\u308b\u3068\u3001\u5143\u306e\u56f3\u66f8\u3068\u7a81\u304d\u5408\u308f\u305b\u3089\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u547c\u3073\u51fa\u3057\u306e\u4ed6\u306e\u6307\u5b9a\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002**\n\n| \u6307\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u7b54\u3048\u306e\u5404\u6587\u306b\u5f15\u7528\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u9023\u3059\u308b\u5185\u5bb9\u304c\u7121\u3044\u3068\u304d\u306b\u3001\u7121\u7406\u306b\u7b54\u3048\u3092\u4f5c\u3089\u305b\u306a\u3044 |\n| `groundingSpec` \u306e `filteringLevel` | `FILTERING_LEVEL_HIGH` | \u6839\u62e0\u3065\u3051\u306e\u5f31\u3044\u7b54\u3048\u3092\u51fa\u3055\u306a\u3044 |\n| `searchSpec.searchParams.maxReturnResults` | \u65e2\u5b9a\u306e10\u304b\u3089\u59cb\u3081\u308b\uff08\u4e0a\u965025\uff09 | \u7ae3\u5de5\u56f3\u66f8\u3068\u4fee\u7e55\u5831\u544a\u306e\u4e21\u65b9\u3092\u62fe\u3048\u308b\u4ef6\u6570\u306b\u3059\u308b |\n| `answerLanguageCode` | \u65e5\u672c\u8a9e | \u7b54\u3048\u306e\u8a00\u8a9e\u3092\u305d\u308d\u3048\u308b |\n\n**3\u884c\u76ee\u306e `FILTERING_LEVEL_HIGH` \u306f\u3001\u6570\u5024\u3092\u7b54\u3048\u308b\u69cb\u6210\u306b\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002** \u6839\u62e0\u3065\u3051\u306e\u57fa\u6e96\u3092\u6e80\u305f\u3055\u306a\u3044\u7b54\u3048\u306f\u3001`LOW_GROUNDED_CONTENT` \u3068\u3057\u3066\u7b54\u3048\u304c\u51fa\u307e\u305b\u3093\u3002**\u7b54\u3048\u304c\u51fa\u306a\u3044\u4ef6\u6570\u306f\u5897\u3048\u307e\u3059\u304c\u3001\u305d\u308c\u306f\u6280\u8853\u62c5\u5f53\u306b\u56de\u308b\u4ef6\u6570\u3068\u3057\u3066\u898b\u3048\u307e\u3059\u3002** \u6839\u62e0\u306e\u5f31\u3044\u6570\u5024\u304c\u30c6\u30ca\u30f3\u30c8\u306b\u5c4a\u304f\u3088\u308a\u3001\u305a\u3063\u3068\u6271\u3044\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002","output_data":"**answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u304b\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u7d44\u307f\u76f4\u3057\u3066\u30c1\u30e3\u30c3\u30c8\u3078\u8fd4\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"building_id\": \"B0123\",\n  \"answer_text\": \"\",\n  \"skipped\": false,\n  \"skipped_reasons\": [],\n  \"sources\": [\n    {\n      \"title\": \"\",\n      \"uri\": \"\",\n      \"doc_type\": \"as_built | repair | ledger\",\n      \"doc_date\": \"\",\n      \"quote\": \"\"\n    }\n  ],\n  \"newer_repair_exists\": false,\n  \"route_to_engineer\": false,\n  \"route_reason\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`skipped` \u3068 `skipped_reasons` \u3067\u300c\u7b54\u3048\u306a\u304b\u3063\u305f\u300d\u3053\u3068\u3092\u660e\u793a\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** answer \u30e1\u30bd\u30c3\u30c9\u306f\u3001\u95a2\u9023\u3059\u308b\u5185\u5bb9\u304c\u7121\u3044\u3068\u304d `NO_RELEVANT_CONTENT` \u3092\u3001\u6839\u62e0\u3065\u3051\u306e\u57fa\u6e96\u3092\u6e80\u305f\u3055\u306a\u3044\u3068\u304d `LOW_GROUNDED_CONTENT` \u306a\u3069\u3092 `answerSkippedReasons` \u306b\u8fd4\u3057\u307e\u3059\u3002**\u3053\u308c\u3089\u304c\u8fd4\u3063\u305f\u3082\u306e\u306f\u3001\u7b54\u3048\u3068\u3057\u3066\u8868\u793a\u305b\u305a\u6280\u8853\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`doc_date` \u3067\u7ae3\u5de5\u6642\u3068\u4fee\u7e55\u5f8c\u3092\u4e26\u3079\u76f4\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u5f15\u7528\u306e `referenceId` \u304b\u3089\u53c2\u7167\u3092\u5f15\u304d\u3001\u53c2\u7167\u306e\u6587\u66f8\u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u65e5\u4ed8\u3092\u53d6\u308a\u307e\u3059\u3002**\u540c\u3058\u5206\u91ce\u306e\u4fee\u7e55\u5831\u544a\u304c\u7ae3\u5de5\u56f3\u66f8\u3088\u308a\u65b0\u3057\u3051\u308c\u3070 `newer_repair_exists` \u3092\u7acb\u3066\u3001\u7b54\u3048\u306e\u5192\u982d\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u306e\u6271\u3044\u3067\u3059\u3002** `citations` \u306e `startIndex` \u3068 `endIndex` \u306f\u3001**\u6587\u5b57\u6570\u3067\u306f\u306a\u304f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570**\u3067\u8fd4\u308a\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306f1\u6587\u5b57\u304c\u8907\u6570\u30d0\u30a4\u30c8\u306a\u306e\u3067\u3001\u6587\u5b57\u306e\u4f4d\u7f6e\u3068\u3057\u3066\u4f7f\u3046\u3068\u305a\u308c\u307e\u3059\u3002**\u7b54\u3048\u306e\u6587\u306b\u5f15\u7528\u306e\u5370\u3092\u5dee\u3057\u8fbc\u3080\u3068\u304d\u306f\u3001\u30d0\u30a4\u30c8\u5217\u3067\u5207\u3063\u3066\u304b\u3089\u6587\u5b57\u306b\u623b\u3057\u307e\u3059\u3002**\n\n| \u72b6\u614b | \u30c1\u30e3\u30c3\u30c8\u3067\u306e\u898b\u305b\u65b9 |\n|:--|:--|\n| \u7b54\u3048\u304c\u3042\u308a\u3001\u4fee\u7e55\u5831\u544a\u3082\u5f15\u7528\u3055\u308c\u3066\u3044\u308b | \u4fee\u7e55\u5831\u544a\u306e\u8a18\u8f09\u3092\u5148\u306b\u3001\u7ae3\u5de5\u6642\u306e\u8a18\u8f09\u3092\u5f8c\u306b |\n| \u7b54\u3048\u304c\u3042\u308a\u3001\u7ae3\u5de5\u56f3\u66f8\u3060\u3051 | \u6587\u672b\u306b\u300c\u7ae3\u5de5\u6642\u306e\u8a18\u8f09\u300d\u3068\u660e\u793a |\n| `skipped` \u304c true | \u300c\u56f3\u66f8\u306b\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u6280\u8853\u62c5\u5f53\u306b\u56de\u3057\u307e\u3057\u305f\u300d |\n| `route_to_engineer` \u304c true | \u95a2\u4fc2\u3059\u308b\u8a18\u8f09\u3092\u793a\u3057\u3001\u300c\u53ef\u5426\u306f\u6280\u8853\u62c5\u5f53\u304c\u7b54\u3048\u307e\u3059\u300d |\n\n\u30c1\u30e3\u30c3\u30c8\u306b\u8868\u793a\u3059\u308b\u7b54\u3048\u306e\u4f8b\u3067\u3059\u3002\n\n```\n\u3010\u7269\u4ef6\u3011B0123 \u3007\u3007\u30d3\u30eb\uff08\u3007\u3007\u533a\u3007\u3007\u753a\uff09\n\u3010\u7b54\u3048\u3011\n\u5c4b\u4e0a\u306e\u9632\u6c34\u306f\u30012016\u5e74\u306e\u6539\u4fee\u5de5\u4e8b\u3067\u5869\u30d3\u30b7\u30fc\u30c8\u9632\u6c34\u306e\u6a5f\u68b0\u7684\u56fa\u5b9a\u5de5\u6cd5\u306b\n\u6539\u4fee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\uff3b\u4fee\u7e55\u5831\u544a\uff1a\u5c4b\u4e0a\u9632\u6c34\u6539\u4fee\u5de5\u4e8b \u5b8c\u4e86\u5831\u544a\u66f8 p.3\uff0f2016-11-30\uff3d\n\u7ae3\u5de5\u6642\u306e\u8a18\u8f09\u306f\u3001\u30a2\u30b9\u30d5\u30a1\u30eb\u30c8\u9632\u6c34\u306e\u9732\u51fa\u5de5\u6cd5\u3067\u3059\u3002\n\uff3b\u7ae3\u5de5\u56f3\u66f8\uff1a\u5efa\u7bc9\u4ed5\u69d8\u66f8 p.12\uff0f2006-03-20\uff3d\n\u3010\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3011\n\u5f15\u7528\u306e\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u3001\u5de5\u6cd5\u3068\u7bc4\u56f2\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u7269\u4ef6\u540d\u3068\u6240\u5728\u5730\u3092\u7b54\u3048\u306e\u5148\u982d\u306b\u5fc5\u305a\u51fa\u3059\u306e\u306f\u3001\u7b2c3\u7ae0\uff08d\uff09\u306e\u5bfe\u7b56\u3067\u3059\u3002** \u7ba1\u7406\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u7269\u4ef6\u3068\u898b\u6bd4\u3079\u3089\u308c\u308b\u3088\u3046\u3001**\u7b54\u3048\u306e\u4e2d\u8eab\u3088\u308a\u5148\u306b\u3001\u3069\u306e\u7269\u4ef6\u306e\u7b54\u3048\u304b\u3092\u898b\u305b\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u793e\u5185\u30c1\u30e3\u30c3\u30c8 | \u30dc\u30c3\u30c8\uff08\u5229\u7528\u4e2d\u306e\u30c1\u30e3\u30c3\u30c8\u306e\u4ed5\u7d44\u307f\u306b\u5408\u308f\u305b\u3066\u500b\u5225\u5b9f\u88c5\uff09 | \u7269\u4ef6\u306e\u9078\u629e\u3001\u8cea\u554f\u306e\u53d7\u4ed8\u3001\u7b54\u3048\u306e\u8868\u793a |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9\uff08`servingConfigs\/default_search:answer`\uff09 | \u7269\u4ef6\u3067\u7d5e\u3063\u305f\u691c\u7d22\u3068\u56de\u7b54\u306e\u751f\u6210 |\n| Cloud Storage | \u56f3\u66f8\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1 | \u53d6\u308a\u8fbc\u307f\u5143 |\n| \u6280\u8853\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217 | \u8868\u307e\u305f\u306f\u8ab2\u984c\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f\u3001\u53ef\u5426\u306e\u8cea\u554f |\n| BigQuery | \u8a18\u9332\u306e\u66f8\u304d\u8fbc\u307f | \u8cea\u554f\u30fb\u7b54\u3048\u30fb\u5f15\u7528\u30fb\u56de\u3057\u5148 |\n\n**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u7d44\u307f\u7acb\u3066\u308b\u552f\u4e00\u306e\u5834\u6240\u3067\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u304b\u3089\u53d7\u3051\u305f\u7269\u4ef6\u756a\u53f7\u3092 `filter` \u306b\u5165\u308c\u3001**\u8cea\u554f\u306e\u6587\u7ae0\u306f `query` \u306b\u3060\u3051\u6e21\u3057\u307e\u3059\u3002** \u7269\u4ef6\u756a\u53f7\u3092\u8cea\u554f\u306e\u6587\u7ae0\u306b\u6df7\u305c\u3066\u691c\u7d22\u306b\u4efb\u305b\u308b\u3068\u3001\u4f3c\u305f\u540d\u524d\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u304c\u4e0a\u4f4d\u306b\u6765\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u5224\u65ad\u3092\u6c42\u3081\u308b\u8cea\u554f\u306e\u898b\u5206\u3051\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u307e\u3059\u3002** \u300c\u3057\u3066\u3088\u3044\u304b\u300d\u300c\u7f6e\u3051\u308b\u304b\u300d\u300c\u8db3\u308a\u308b\u304b\u300d\u306a\u3069\u306e\u8a00\u3044\u56de\u3057\u3092\u8f9e\u66f8\u3067\u62fe\u3044\u3001`route_to_engineer` \u3092\u7acb\u3066\u307e\u3059\u3002**\u62fe\u3044\u6f0f\u308c\u304c\u3042\u3063\u3066\u3082\u3001\u6307\u793a\u3067\u53ef\u5426\u3092\u7b54\u3048\u3055\u305b\u306a\u3044\u306e\u3067\u4e8c\u91cd\u306e\u5b88\u308a\u306b\u306a\u308a\u307e\u3059\u3002**","human_review":"**\u7ba1\u7406\u62c5\u5f53\u306f\u3001\u30c6\u30ca\u30f3\u30c8\u3084\u30aa\u30fc\u30ca\u30fc\u3078\u6570\u5024\u3092\u7b54\u3048\u308b\u524d\u306b\u3001\u5f15\u7528\u306e\u7b87\u6240\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\u3002** \u30dc\u30c3\u30c8\u306e\u7b54\u3048\u3092\u305d\u306e\u307e\u307e\u8ee2\u8a18\u3057\u307e\u305b\u3093\u3002\n\n1. **\u7269\u4ef6\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7b54\u3048\u306e\u898b\u51fa\u3057\u306b\u51fa\u308b\u7269\u4ef6\u540d\u3068\u6240\u5728\u5730\u304c\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7269\u4ef6\u3068\u5408\u3063\u3066\u3044\u308b\u304b\n2. **\u56f3\u66f8\u306e\u65e5\u4ed8\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7ae3\u5de5\u6642\u306e\u8a18\u8f09\u3060\u3051\u306a\u3089\u3001\u4fee\u7e55\u3067\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u76f8\u624b\u306b\u65ad\u308b\u304b\u3001\u6280\u8853\u62c5\u5f53\u306b\u78ba\u304b\u3081\u308b\n3. **\u5f15\u7528\u306e\u7b87\u6240\u3092\u958b\u304f** \u2026 \u6570\u5024\u306f\u56f3\u66f8\u306e\u305d\u306e\u30da\u30fc\u30b8\u3067\u76ee\u3067\u898b\u308b\n\n**\u6280\u8853\u62c5\u5f53\u304c\u898b\u308b\u306e\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3060\u3051\u3067\u3059\u3002** \u7b54\u3048\u3092\u66f8\u3044\u305f\u3089\u3001\u305d\u306e\u7b54\u3048\u3068\u6839\u62e0\u306b\u3057\u305f\u56f3\u66f8\u306e\u7b87\u6240\u3092\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002**\u540c\u3058\u8cea\u554f\u304c\u5225\u306e\u62c5\u5f53\u304b\u3089\u6765\u305f\u3068\u304d\u3001\u8a18\u9332\u304c\u6b21\u306e\u7b54\u3048\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7269\u4ef6\u304c\u9078\u3070\u308c\u3066\u3044\u306a\u3044 | \u8cea\u554f\u3092\u53d7\u3051\u4ed8\u3051\u305a\u3001\u7269\u4ef6\u306e\u9078\u629e\u306b\u623b\u3059 |\n| \u305d\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u304c1\u4ef6\u3082\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044 | \u691c\u7d22\u3057\u306a\u3044\u3002\u300c\u3053\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u306f\u672a\u767b\u9332\u3067\u3059\u300d\u3068\u8fd4\u3057\u3001\u7dcf\u52d9\u3078\u901a\u77e5 |\n| `NO_RELEVANT_CONTENT` \u304c\u8fd4\u308b | \u7b54\u3048\u3092\u8868\u793a\u305b\u305a\u6280\u8853\u62c5\u5f53\u3078 |\n| `LOW_GROUNDED_CONTENT` \u304c\u8fd4\u308b | \u540c\u4e0a\u3002**\u6839\u62e0\u306e\u5f31\u3044\u7b54\u3048\u3092\u8868\u793a\u3057\u306a\u3044** |\n| \u56f3\u9762\u306e\u4e2d\u306e\u5c0f\u3055\u306a\u6570\u5024\u304c\u8aad\u3081\u3066\u3044\u306a\u3044 | \u300c\u56f3\u66f8\u306b\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u306b\u306a\u308b\u3002**\u6280\u8853\u62c5\u5f53\u304c\u7d19\u306e\u56f3\u66f8\u3067\u78ba\u304b\u3081\u3001\u8a18\u9332\u3092\u6b8b\u3059** |\n| \u540c\u3058\u5206\u91ce\u306e\u7ae3\u5de5\u56f3\u66f8\u304c2\u7248\u3042\u308b\uff08\u8a2d\u8a08\u5909\u66f4\uff09 | \u65e5\u4ed8\u306e\u65b0\u3057\u3044\u7248\u3092\u5148\u306b\u793a\u3059\u3002\u3069\u3061\u3089\u304c\u6700\u7d42\u304b\u306f\u7dcf\u52d9\u304c\u78ba\u304b\u3081\u308b |\n| \u4fee\u7e55\u5831\u544a\u306b\u7269\u4ef6\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044 | \u53d6\u308a\u8fbc\u307e\u306a\u3044\u3002\u7dcf\u52d9\u306e\u4e00\u89a7\u306b\u672a\u51e6\u7406\u3068\u3057\u3066\u6b8b\u3059 |\n\n**5\u884c\u76ee\u306f\u907f\u3051\u3089\u308c\u307e\u305b\u3093\u3002** \u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u306f\u56f3\u9762\u306e\u6587\u5b57\u3082\u8aad\u3082\u3046\u3068\u3057\u307e\u3059\u304c\u3001**\u56f3\u9762\u306e\u4e2d\u306e\u5c0f\u3055\u306a\u5bf8\u6cd5\u3084\u5bb9\u91cf\u306e\u6587\u5b57\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u54c1\u8cea\u3057\u3060\u3044\u3067\u8aad\u3081\u307e\u305b\u3093\u3002** \u8aad\u3081\u306a\u304b\u3063\u305f\u8cea\u554f\u306e\u8a18\u9332\u304c\u6e9c\u307e\u3063\u305f\u56f3\u66f8\u304b\u3089\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002","log_storage":"- \u8cea\u554f\u306e\u65e5\u6642\u3001\u8cea\u554f\u8005\u3001\u9078\u3093\u3060\u7269\u4ef6\u756a\u53f7\u3001\u8cea\u554f\u306e\u6587\u7ae0\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u7b54\u3048\u3001\u5f15\u7528\u3001\u53c2\u7167\u3001`answerSkippedReasons`\uff09\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d44\u307f\u76f4\u3057\u305f\u7b54\u3048\u3068\u3001`newer_repair_exists`\u30fb`route_to_engineer` \u306e\u5024\n- \u6280\u8853\u62c5\u5f53\u306b\u56de\u3057\u305f\u3082\u306e\u306e\u7b54\u3048\u3068\u3001\u6839\u62e0\u306b\u3057\u305f\u56f3\u66f8\u306e\u7b87\u6240\n- **\u7ba1\u7406\u62c5\u5f53\u304c\u7b54\u3048\u3092\u4f7f\u308f\u306a\u304b\u3063\u305f\u8a18\u9332**\uff08\u300c\u9055\u3063\u3066\u3044\u305f\u300d\u30dc\u30bf\u30f3\uff09\n\n**\u6700\u5f8c\u306e\u8a18\u9332\u304c\u3001\u56f3\u66f8\u306e\u6574\u5099\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u7269\u4ef6\u3067\u300c\u9055\u3063\u3066\u3044\u305f\u300d\u304c\u7d9a\u304f\u306a\u3089\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u7269\u4ef6\u756a\u53f7\u304b\u65e5\u4ed8\u304c\u8aa4\u3063\u3066\u3044\u308b\u304b\u3001\u4fee\u7e55\u5831\u544a\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u307e\u305b\u3093\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":40,"assumption_frequency":300,"assumption_workdays":20,"volume_month":300,"before_minutes_per_case":30,"after_minutes_per_case":10,"hourly_cost":3000,"before_hours_month":150,"after_hours_month":50,"saved_hours_month":100,"reduction_rate":67,"saved_hours_year":1200,"annual_cost_effect":3600000,"summary":"\u7ba1\u7406\u62c5\u5f53\u304b\u3089\u51fa\u308b\u300c\u3053\u306e\u30d3\u30eb\u306e\u7d66\u6c34\u65b9\u5f0f\u306f\u300d\u300c\u5c4b\u4e0a\u306e\u9632\u6c34\u306f\u4f55\u3067\u3001\u3044\u3064\u6539\u4fee\u3057\u305f\u304b\u300d\u3068\u3044\u3063\u305f\u8cea\u554f\u306b\u3001\u7269\u4ef6\u3054\u3068\u306e\u7ae3\u5de5\u56f3\u66f8\u30fb\u8a2d\u5099\u306e\u4ed5\u69d8\u66f8\u30fb\u4fee\u7e55\u5c65\u6b74\u3092\u691c\u7d22\u3057\u3066\u7b54\u3048\u307e\u3059\u3002\u7b54\u3048\u306b\u306f\u56f3\u66f8\u306e\u540d\u524d\u3068\u8a72\u5f53\u7b87\u6240\u3092\u5fc5\u305a\u6dfb\u3048\u307e\u3059\u3002","before_flow":"1. \u7ba1\u7406\u62c5\u5f53\u304c\u30c6\u30ca\u30f3\u30c8\u30fb\u30aa\u30fc\u30ca\u30fc\u304b\u3089\u8a2d\u5099\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u308b\n2. \u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u306e\u7269\u4ef6\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304d\u3001\u7ae3\u5de5\u56f3\u66f8\u306ePDF\u3092\u63a2\u3059\u3002\u7d19\u3060\u3051\u306e\u7269\u4ef6\u306f\u66f8\u5eab\u3078\u884c\u304f\n3. \u76ee\u6b21\u3084\u56f3\u9762\u306e\u4e00\u89a7\u304b\u3089\u5f53\u305f\u308a\u3092\u4ed8\u3051\u3001\u8a72\u5f53\u3059\u308b\u30da\u30fc\u30b8\u3092\u63a2\u3059\n4. \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u6280\u8853\u62c5\u5f53\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u805e\u304f\n5. \u4fee\u7e55\u306e\u5de5\u4e8b\u5831\u544a\u66f8\u3092\u63a2\u3057\u3001\u7ae3\u5de5\u5f8c\u306b\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\uff08**\u7701\u304b\u308c\u308b\u3053\u3068\u304c\u591a\u3044**\uff09\n6. \u554f\u3044\u5408\u308f\u305b\u306e\u76f8\u624b\u3078\u7b54\u3048\u308b\n\n**\uff08a\uff09\u56f3\u66f8\u306e\u3069\u3053\u306b\u3042\u308b\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3002** \u7ae3\u5de5\u56f3\u66f8\u306f\u8a2d\u8a08\u56f3\u3001\u8a2d\u5099\u306e\u4ed5\u69d8\u66f8\u3001\u6a5f\u5668\u306e\u627f\u8a8d\u56f3\u3001\u8a66\u9a13\u6210\u7e3e\u66f8\u304c1\u518a\u306b\u307e\u3068\u307e\u3063\u305f\u3082\u306e\u3067\u3059\u3002**\u6570\u767e\u30da\u30fc\u30b8\u306ePDF\u3092\u3001\u76ee\u6b21\u306e\u7121\u3044\u307e\u307e\u4e0a\u304b\u3089\u898b\u3066\u3044\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08b\uff09\u6280\u8853\u62c5\u5f532\u540d\u306b\u8cea\u554f\u304c\u96c6\u307e\u308b\u3002** \u56f3\u66f8\u3092\u63a2\u3059\u3088\u308a\u805e\u3044\u305f\u307b\u3046\u304c\u65e9\u3044\u306e\u3067\u3001\u7ba1\u7406\u62c5\u5f5340\u540d\u306e\u8cea\u554f\u304c2\u540d\u306b\u96c6\u307e\u308a\u307e\u3059\u3002**2\u540d\u304c\u4f11\u3080\u3068\u3001\u7b54\u3048\u304c\u51fa\u308b\u307e\u3067\u6570\u65e5\u304b\u304b\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u7ae3\u5de5\u6642\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u7b54\u3048\u3066\u3057\u307e\u3046\u3002** 5\u756a\u76ee\u3092\u7701\u304f\u3068\u300120\u5e74\u524d\u306e\u7ae3\u5de5\u56f3\u66f8\u306e\u9632\u6c34\u4ed5\u69d8\u3092\u3001**10\u5e74\u524d\u306b\u6539\u4fee\u3057\u305f\u5f8c\u306e\u4eca\u306e\u4ed5\u69d8\u3068\u3057\u3066\u7b54\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u4fee\u7e55\u306e\u5831\u544a\u66f8\u306f\u5225\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u3042\u308a\u3001\u56f3\u66f8\u3068\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u305b\u3093\u3002\n\n**\uff08d\uff09\u5225\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u3092\u958b\u3044\u3066\u3057\u307e\u3046\u3002** \u540c\u3058\u30aa\u30fc\u30ca\u30fc\u306e\u4f3c\u305f\u540d\u524d\u306e\u30d3\u30eb\u3001\u540c\u3058\u8a2d\u8a08\u4e8b\u52d9\u6240\u306e\u540c\u3058\u69cb\u6210\u306e\u30de\u30f3\u30b7\u30e7\u30f3\u3002**\u30d5\u30a9\u30eb\u30c0\u30921\u3064\u53d6\u308a\u9055\u3048\u308b\u3068\u3001\u5024\u306f\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u307e\u307e\u5168\u90e8\u9055\u3044\u307e\u3059\u3002**","before_flow_steps":["\u7ba1\u7406\u62c5\u5f53\u304c\u30c6\u30ca\u30f3\u30c8\u30fb\u30aa\u30fc\u30ca\u30fc\u304b\u3089\u8a2d\u5099\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u308b","\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u306e\u7269\u4ef6\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304d\u3001\u7ae3\u5de5\u56f3\u66f8\u306ePDF\u3092\u63a2\u3059\u3002\u7d19\u3060\u3051\u306e\u7269\u4ef6\u306f\u66f8\u5eab\u3078\u884c\u304f","\u76ee\u6b21\u3084\u56f3\u9762\u306e\u4e00\u89a7\u304b\u3089\u5f53\u305f\u308a\u3092\u4ed8\u3051\u3001\u8a72\u5f53\u3059\u308b\u30da\u30fc\u30b8\u3092\u63a2\u3059","\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u6280\u8853\u62c5\u5f53\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u805e\u304f","\u4fee\u7e55\u306e\u5de5\u4e8b\u5831\u544a\u66f8\u3092\u63a2\u3057\u3001\u7ae3\u5de5\u5f8c\u306b\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\uff08**\u7701\u304b\u308c\u308b\u3053\u3068\u304c\u591a\u3044**\uff09","\u554f\u3044\u5408\u308f\u305b\u306e\u76f8\u624b\u3078\u7b54\u3048\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u7ba1\u7406\u62c5\u5f53\u304c\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30c3\u30c8\u3092\u958b\u304d\u3001**\u7269\u4ef6\u306e\u4e00\u89a7\u304b\u3089\u7269\u4ef6\u3092\u9078\u3093\u3067\u304b\u3089**\u8cea\u554f\u3092\u66f8\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u9078\u3070\u308c\u305f\u7269\u4ef6\u306e\u756a\u53f7\u3067\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u7d44\u307f\u7acb\u3066\u308b\n3. **\u3010\u81ea\u52d5\u3011** Vertex AI Search \u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u305d\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u3068\u4fee\u7e55\u5c65\u6b74\u3060\u3051\u3092\u691c\u7d22\u3057\u3066\u7b54\u3048\u3092\u4f5c\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u304b\u3089\u56f3\u66f8\u306e\u540d\u524d\u30fb\u30da\u30fc\u30b8\u30fb\u65e5\u4ed8\u3092\u53d6\u308a\u51fa\u3057\u3001**\u4fee\u7e55\u5c65\u6b74\u306e\u307b\u3046\u304c\u65b0\u3057\u3051\u308c\u3070\u5148\u306b\u793a\u3059**\n5. **\u3010\u81ea\u52d5\u3011** \u7b54\u3048\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u3001\u307e\u305f\u306f\u5224\u65ad\u3092\u6c42\u3081\u308b\u8cea\u554f\u3068\u5206\u985e\u3057\u305f\u3068\u304d\u306f\u3001\u6280\u8853\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217\u306b\u56de\u3059\n6. **\u3010\u4eba\u3011** \u7ba1\u7406\u62c5\u5f53\u304c\u5f15\u7528\u306e\u7b87\u6240\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u76f8\u624b\u3078\u7b54\u3048\u308b\n7. **\u3010\u4eba\u3011** \u6280\u8853\u62c5\u5f53\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3060\u3051\u3092\u898b\u3066\u7b54\u3048\u3001\u305d\u306e\u7b54\u3048\u3092\u8a18\u9332\u3059\u308b\n\n**1\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u7269\u4ef6\u306f\u8cea\u554f\u306e\u6587\u7ae0\u304b\u3089\u63a8\u6e2c\u3057\u307e\u305b\u3093\u3002**\u9078\u3093\u3060\u7269\u4ef6\u306e\u756a\u53f7\u3092\u3001\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u306b\u305d\u306e\u307e\u307e\u4f7f\u3044\u307e\u3059\u3002** \u7269\u4ef6\u3092\u9078\u3070\u305a\u306b\u8cea\u554f\u3059\u308b\u3068\u3001\u691c\u7d22\u306f\u5168\u7269\u4ef6\u306e\u56f3\u66f8\u304b\u3089\u4f3c\u305f\u7b87\u6240\u3092\u63a2\u3057\u3001\u7b2c3\u7ae0\uff08d\uff09\u3068\u540c\u3058\u8aa4\u308a\u3092\u6a5f\u68b0\u304c\u8d77\u3053\u3057\u307e\u3059\u3002\n\n**6\u756a\u76ee\u3067\u3001\u5f15\u7528\u306e\u7b87\u6240\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\u3002** \u30c6\u30ca\u30f3\u30c8\u3078\u306e\u56de\u7b54\u306b\u6570\u5024\u3092\u66f8\u304f\u524d\u306b\u3001\u56f3\u66f8\u306e\u305d\u306e\u7b87\u6240\u3092\u76ee\u3067\u898b\u307e\u3059\u3002**\u5168\u6587\u3092\u8aad\u3080\u5fc5\u8981\u306f\u306a\u304f\u3001\u5f15\u7528\u3055\u308c\u305f\u30da\u30fc\u30b8\u3092\u958b\u304f\u3060\u3051\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u7ba1\u7406\u62c5\u5f53\u304c\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30c3\u30c8\u3092\u958b\u304d\u3001**\u7269\u4ef6\u306e\u4e00\u89a7\u304b\u3089\u7269\u4ef6\u3092\u9078\u3093\u3067\u304b\u3089**\u8cea\u554f\u3092\u66f8\u304f","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u9078\u3070\u308c\u305f\u7269\u4ef6\u306e\u756a\u53f7\u3067\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u7d44\u307f\u7acb\u3066\u308b","**\u3010\u81ea\u52d5\u3011** Vertex AI Search \u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u305d\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u3068\u4fee\u7e55\u5c65\u6b74\u3060\u3051\u3092\u691c\u7d22\u3057\u3066\u7b54\u3048\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u304b\u3089\u56f3\u66f8\u306e\u540d\u524d\u30fb\u30da\u30fc\u30b8\u30fb\u65e5\u4ed8\u3092\u53d6\u308a\u51fa\u3057\u3001**\u4fee\u7e55\u5c65\u6b74\u306e\u307b\u3046\u304c\u65b0\u3057\u3051\u308c\u3070\u5148\u306b\u793a\u3059**","**\u3010\u81ea\u52d5\u3011** \u7b54\u3048\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u3001\u307e\u305f\u306f\u5224\u65ad\u3092\u6c42\u3081\u308b\u8cea\u554f\u3068\u5206\u985e\u3057\u305f\u3068\u304d\u306f\u3001\u6280\u8853\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217\u306b\u56de\u3059","**\u3010\u4eba\u3011** \u7ba1\u7406\u62c5\u5f53\u304c\u5f15\u7528\u306e\u7b87\u6240\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u76f8\u624b\u3078\u7b54\u3048\u308b","**\u3010\u4eba\u3011** \u6280\u8853\u62c5\u5f53\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3060\u3051\u3092\u898b\u3066\u7b54\u3048\u3001\u305d\u306e\u7b54\u3048\u3092\u8a18\u9332\u3059\u308b"],"architecture":"```\n\u7ae3\u5de5\u56f3\u66f8\uff08PDF\u30fb\u30b9\u30ad\u30e3\u30f3\uff09\uff0f\u8a2d\u5099\u306e\u4ed5\u69d8\u66f8\uff0f\u4fee\u7e55\u306e\u5de5\u4e8b\u5831\u544a\u66f8\uff0f\u8a2d\u5099\u53f0\u5e33\n   \u2502  \u7269\u4ef6\u756a\u53f7\u30fb\u56f3\u66f8\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u30fb\u8a2d\u5099\u306e\u533a\u5206\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4ed8\u3051\u308b\n   \u25bc\nCloud Storage \u2500\u2500 \u56f3\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\uff08JSON Lines\uff09\n   \u25bc\nVertex AI Search\uff08Agent Search\uff09\u2500\u2500 \u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u3067\u8aad\u307f\u53d6\u308a\u30fb\u30c1\u30e3\u30f3\u30af\u5206\u5272\n   \u25b2\n   \u2502  answer \u30e1\u30bd\u30c3\u30c9\uff08\u7269\u4ef6\u756a\u53f7\u3067\u7d5e\u308a\u8fbc\u307f\u3001\u5f15\u7528\u3064\u304d\uff09\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Cloud Run\uff09\n   \u25b2                \u251c\u2500\u2500\u25b6 \u5f15\u7528\u304b\u3089\u56f3\u66f8\u540d\u30fb\u30da\u30fc\u30b8\u30fb\u65e5\u4ed8\u3092\u6574\u3048\u308b\n   \u2502                \u2514\u2500\u2500\u25b6 \u7b54\u3048\u3089\u308c\u306a\u3044\uff0f\u5224\u65ad\u306e\u8981\u308b\u8cea\u554f \u2192 \u6280\u8853\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217\n\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30c3\u30c8\uff08\u7269\u4ef6\u3092\u9078\u3093\u3067\u304b\u3089\u8cea\u554f\uff09\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\u306e answer \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2500 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u30c1\u30e3\u30c3\u30c8\u30fb\u691c\u7d22\u30fb\u5f85\u3061\u884c\u5217\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u56f3\u66f8\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\uff09\u3001BigQuery\uff08\u8cea\u554f\u3068\u56de\u7b54\u306e\u8a18\u9332\uff09 | \u2500 |\n\n**\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3068\u66f8\u5eab\u306e\u56f3\u66f8\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u8db3\u3059\u306e\u306f\u3001\u56f3\u66f8\u3092 Cloud Storage \u3078\u5199\u3057\u3001**1\u30d5\u30a1\u30a4\u30eb\u305a\u3064\u306b\u7269\u4ef6\u756a\u53f7\u3068\u56f3\u66f8\u306e\u7a2e\u985e\u3092\u4ed8\u3051\u308b\u4f5c\u696d**\u3067\u3059\u3002\u7d19\u3060\u3051\u306e\u7269\u4ef6\u306f\u30b9\u30ad\u30e3\u30f3\u304c\u5148\u306b\u8981\u308a\u307e\u3059\u3002\n\n**\u4e2d\u5fc3\u306b\u306a\u308b\u306e\u306f\u3001Vertex AI Search \u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** Google \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001Vertex AI Search \u306f Agent Search \u3078\u6539\u79f0\u4e2d\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002answer \u30e1\u30bd\u30c3\u30c9\u306f\u691c\u7d22\u3068\u56de\u7b54\u306e\u751f\u6210\u30921\u56de\u306e\u547c\u3073\u51fa\u3057\u3067\u884c\u3044\u3001**\u7b54\u3048\u306e\u6587\u7ae0\u306b\u5f15\u7528\uff08`citations`\uff09\u3068\u53c2\u7167\uff08`references`\uff09\u3092\u4ed8\u3051\u3066\u8fd4\u3057\u307e\u3059\u3002** \u53c2\u7167\u306b\u306f\u3001\u6839\u62e0\u306b\u306a\u3063\u305f\u30c1\u30e3\u30f3\u30af\u306e\u672c\u6587\u3068\u3001\u6587\u66f8\u306e `uri`\u30fb`title` \u304c\u5165\u308a\u307e\u3059\u3002\n\n**\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\u306f\u3001`answerGenerationSpec.modelSpec.modelVersion` \u3067\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u306e\u30b5\u30f3\u30d7\u30eb\u306b\u306f\u3001\u5b89\u5b9a\u7248\u3068\u3057\u3066 `gemini-2.5-flash\/answer_gen\/stable` \u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002**\u30e2\u30c7\u30eb\u306e\u7248\u304c\u5909\u308f\u308b\u3068\u7b54\u3048\u65b9\u3082\u5909\u308f\u308b\u306e\u3067\u3001\u4f7f\u3063\u305f\u7248\u3092\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002**\n\n**\u56f3\u66f8\u306e\u8aad\u307f\u53d6\u308a\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u3067\u884c\u3044\u307e\u3059\u3002** PDF \u306e\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u6587\u66f8\u306b\u306fOCR\u3092\u304b\u3051\u3089\u308c\u307e\u3059\u3002**\u4ed5\u69d8\u66f8\u306e\u6a5f\u5668\u8868\u3084\u4fee\u7e55\u5831\u544a\u66f8\u306e\u4ed5\u69d8\u6b04\u306f\u8868\u306e\u5f62\u3092\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u8868\u3092\u8868\u3068\u3057\u3066\u8aad\u3081\u308b\u3053\u3068\u304c\u52b9\u304d\u307e\u3059\u3002** \u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u306f RAG \u5411\u3051\u306e\u30c1\u30e3\u30f3\u30af\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u305f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u3060\u3051\u9078\u3079\u3001**\u30c1\u30e3\u30f3\u30af\u5206\u5272\u306e\u8a2d\u5b9a\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u5f8c\u306b\u5909\u3048\u3089\u308c\u307e\u305b\u3093\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u7ba1\u7406\u62c5\u5f53\u304c\u30dc\u30c3\u30c8\u3067\u7269\u4ef6\u3092\u9078\u3073\u3001\u8cea\u554f\u3092\u9001\u3063\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** \u7269\u4ef6\u306e\u9078\u629e\u306f\u4e00\u89a7\u304b\u3089\u884c\u3044\u3001\u81ea\u7531\u5165\u529b\u306b\u3057\u307e\u305b\u3093\u3002**\u4e00\u89a7\u306b\u306f\u7269\u4ef6\u756a\u53f7\u30fb\u7269\u4ef6\u540d\u30fb\u6240\u5728\u5730\u3092\u4e26\u3079\u3001\u4f3c\u305f\u540d\u524d\u306e\u7269\u4ef6\u3092\u6240\u5728\u5730\u3067\u898b\u5206\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**\u540c\u3058\u4f1a\u8a71\u306e\u7d9a\u304d\u306e\u8cea\u554f\u306f\u3001\u9078\u3093\u3060\u7269\u4ef6\u3092\u5f15\u304d\u7d99\u304e\u307e\u3059\u3002** \u5225\u306e\u7269\u4ef6\u306e\u8cea\u554f\u306b\u79fb\u308b\u3068\u304d\u306f\u3001\u9078\u3073\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\u4f1a\u8a71\u306e\u9014\u4e2d\u3067\u7269\u4ef6\u540d\u304c\u51fa\u3066\u304d\u3066\u3082\u3001\u7d5e\u308a\u8fbc\u307f\u306f\u5909\u3048\u307e\u305b\u3093\u3002**\n\n\u56f3\u66f8\u306e\u5074\u306e\u66f4\u65b0\u3082\u3001\u5225\u306e\u304d\u3063\u304b\u3051\u3067\u52d5\u304b\u3057\u307e\u3059\u3002**\u4fee\u7e55\u306e\u5de5\u4e8b\u304c\u5b8c\u4e86\u3057\u3066\u5831\u544a\u66f8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3068\u304d**\u306b\u3001\u305d\u306e\u5831\u544a\u66f8\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002\u3053\u3053\u304c\u6b62\u307e\u308b\u3068\u3001\u7b2c3\u7ae0\uff08c\uff09\u304c\u305d\u306e\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7ae3\u5de5\u56f3\u66f8 | \u8a2d\u8a08\u56f3\u3001\u8a2d\u5099\u306e\u4ed5\u69d8\u66f8\u3001\u6a5f\u5668\u306e\u627f\u8a8d\u56f3\u3001\u8a66\u9a13\u6210\u7e3e\u66f8\uff08PDF\u3002\u30b9\u30ad\u30e3\u30f3\u3092\u542b\u3080\uff09 | \u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3001\u66f8\u5eab\uff08\u30b9\u30ad\u30e3\u30f3\uff09 |\n| \u4fee\u7e55\u306e\u5de5\u4e8b\u5831\u544a\u66f8 | \u5de5\u4e8b\u306e\u540d\u524d\u3001\u5b8c\u4e86\u65e5\u3001\u65bd\u5de5\u7bc4\u56f2\u3001\u4f7f\u3063\u305f\u6750\u6599\u30fb\u6a5f\u5668\u306e\u4ed5\u69d8 | \u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n| \u8a2d\u5099\u53f0\u5e33 | \u7269\u4ef6\u3054\u3068\u306e\u4e3b\u8981\u306a\u8a2d\u5099\u306e\u578b\u5f0f\u30fb\u5bb9\u91cf\u30fb\u8a2d\u7f6e\u5e74 | \u8868\u8a08\u7b97 |\n| \u30e1\u30bf\u30c7\u30fc\u30bf | \u7269\u4ef6\u756a\u53f7\u3001\u56f3\u66f8\u306e\u7a2e\u985e\u3001\u56f3\u66f8\u306e\u65e5\u4ed8\u3001\u8a2d\u5099\u306e\u533a\u5206\uff08\u96fb\u6c17\u30fb\u7d66\u6392\u6c34\u30fb\u7a7a\u8abf\u30fb\u9632\u6c34\u30fb\u5efa\u7bc9\uff09 | \u65b0\u3057\u304f\u4f5c\u308b\u4e00\u89a7 |\n| \u8cea\u554f | \u9078\u3093\u3060\u7269\u4ef6\u756a\u53f7\u3001\u8cea\u554f\u306e\u6587\u7ae0\u3001\u8cea\u554f\u8005 | \u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30c3\u30c8 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u30014\u884c\u76ee\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u3059\u3002** \u7269\u4ef6\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u7269\u4ef6\u3067\u7d5e\u308a\u8fbc\u3081\u307e\u305b\u3093\u3002\u56f3\u66f8\u306e\u65e5\u4ed8\u304c\u4ed8\u3044\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u7ae3\u5de5\u6642\u306e\u5024\u3068\u4fee\u7e55\u5f8c\u306e\u5024\u3092\u4e26\u3079\u3089\u308c\u307e\u305b\u3093\u3002**AI\u306e\u6027\u80fd\u3088\u308a\u5148\u306b\u3001\u3053\u306e\u4e00\u89a7\u306e\u6b63\u3057\u3055\u304c\u7b54\u3048\u306e\u6b63\u3057\u3055\u3092\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u8a2d\u5099\u53f0\u5e33\u306f\u8868\u8a08\u7b97\u306e\u307e\u307e\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u578b\u5f0f\u3084\u5bb9\u91cf\u306f\u53f0\u5e33\u304c\u3044\u3061\u3070\u3093\u65b0\u3057\u3044\u3053\u3068\u304c\u591a\u3044\u304b\u3089\u3067\u3059\u3002**\u305f\u3060\u3057\u53f0\u5e33\u306f\u8ab0\u304c\u3044\u3064\u66f4\u65b0\u3057\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u3001\u56f3\u66f8\u306e\u65e5\u4ed8\u3068\u4e26\u3079\u3066\u793a\u3057\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u56f3\u66f8\u306f Cloud Storage \u306b\u7269\u4ef6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u3067\u5199\u3057\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u306e\u30d5\u30a1\u30a4\u30eb\u3067\u6e21\u3057\u307e\u3059\u3002** 1\u884c\u304c1\u30d5\u30a1\u30a4\u30eb\u3067\u3001`id`\u3001`structData`\uff08\u7269\u4ef6\u756a\u53f7\u306a\u3069\u306e\u9805\u76ee\uff09\u3001`content`\uff08`mimeType` \u3068 `uri`\uff09\u3092\u6301\u305f\u305b\u307e\u3059\u3002\n\n```json\n{\"id\": \"B0123-as-built-elec-01\", \"structData\": {\"building_id\": \"B0123\", \"doc_type\": \"as_built\", \"doc_date\": \"2006-03-20\", \"discipline\": \"electrical\"}, \"content\": {\"mimeType\": \"application\/pdf\", \"uri\": \"gs:\/\/bucket\/B0123\/as_built_elec_01.pdf\"}}\n```\n\n| \u9805\u76ee | \u5024\u306e\u4f8b | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `building_id` | B0123 | **\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\uff08\u5fc5\u9808\uff09** |\n| `doc_type` | as_built\uff08\u7ae3\u5de5\u56f3\u66f8\uff09\uff0frepair\uff08\u4fee\u7e55\u5831\u544a\uff09\uff0fledger\uff08\u8a2d\u5099\u53f0\u5e33\uff09 | \u56de\u7b54\u306e\u4e26\u3079\u65b9 |\n| `doc_date` | 2006-03-20 | \u7ae3\u5de5\u6642\u304b\u4fee\u7e55\u5f8c\u304b\u306e\u5224\u5b9a |\n| `discipline` | electrical\uff0fplumbing\uff0fhvac\uff0fwaterproofing\uff0fbuilding | \u8cea\u554f\u306e\u5206\u91ce\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30b9\u30ad\u30fc\u30de\u3067\u300c\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u300d\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u306b\u3057\u3066\u3082\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u3093\u3060\u5f8c\u306b\u3001\u7269\u4ef6\u756a\u53f7\u306e\u7d5e\u308a\u8fbc\u307f\u304c\u52b9\u304f\u3053\u3068\u3092\u5fc5\u305a\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002** 1\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u3059\u3002\u305d\u308c\u3092\u8d85\u3048\u308b\u7ae3\u5de5\u56f3\u66f8\u306f\u3001\u5206\u91ce\u3054\u3068\u306b\u5206\u3051\u3066\u5199\u3057\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u3067\u306f\u3001`searchSpec.searchParams.filter` \u306b `building_id: ANY(\"B0123\")` \u3092\u5165\u308c\u307e\u3059\u3002** \u7269\u4ef6\u756a\u53f7\u306f\u30dc\u30c3\u30c8\u3067\u9078\u3070\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u3001\u8cea\u554f\u306e\u6587\u7ae0\u304b\u3089\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u7d19\u306e\u56f3\u66f8\u306e\u30b9\u30ad\u30e3\u30f3** \u2026 300dpi \u7a0b\u5ea6\u3092\u76ee\u5b89\u306bPDF\u306b\u3057\u307e\u3059\u3002**\u56f3\u9762\u306e\u5bf8\u6cd5\u3084\u5bb9\u91cf\u306e\u6587\u5b57\u306f\u5c0f\u3055\u3044\u306e\u3067\u3001\u65e2\u5b9a\u306e\u8a2d\u5b9a\u3067\u306f\u8aad\u3081\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059**\n2. **\u5927\u304d\u306aPDF\u306e\u5206\u5272** \u2026 1\u30d5\u30a1\u30a4\u30eb200MB\u3092\u8d85\u3048\u308b\u3082\u306e\u306f\u3001\u96fb\u6c17\u30fb\u7d66\u6392\u6c34\u306a\u3069\u306e\u5206\u91ce\u3054\u3068\u306b\u5206\u3051\u307e\u3059\n3. **\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u4ed8\u4e0e** \u2026 1\u30d5\u30a1\u30a4\u30eb\u305a\u3064\u7269\u4ef6\u756a\u53f7\u30fb\u56f3\u66f8\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u30fb\u5206\u91ce\u3092\u4ed8\u3051\u307e\u3059\u3002**\u65e5\u4ed8\u306f\u56f3\u66f8\u306e\u8868\u7d19\u304b\u5831\u544a\u66f8\u306e\u5b8c\u4e86\u65e5\u304b\u3089\u53d6\u308a\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u66f4\u65b0\u65e5\u6642\u3092\u4f7f\u3044\u307e\u305b\u3093**\n4. **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u8a2d\u5b9a** \u2026 \u30c1\u30e3\u30f3\u30af\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u3001\u65e2\u5b9a\u306e\u30d1\u30fc\u30b5\u30fc\u3092\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u306b\u3057\u307e\u3059\u3002`includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3057\u3001\u30c1\u30e3\u30f3\u30af\u306b\u4e0a\u4f4d\u306e\u898b\u51fa\u3057\u3092\u4ed8\u3051\u307e\u3059\n5. **\u53d6\u308a\u8fbc\u307f** \u2026 Cloud Storage \u304b\u3089\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u30d5\u30a9\u30eb\u30c0\u306e\u4e2d\u306f\u518d\u5e30\u7684\u306b\u53d6\u308a\u8fbc\u307e\u308c\u307e\u3059\n6. **\u7d5e\u308a\u8fbc\u307f\u306e\u78ba\u8a8d** \u2026 \u7269\u4ef6\u30921\u3064\u9078\u3093\u3067\u691c\u7d22\u3057\u3001**\u5225\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u304c1\u4ef6\u3082\u6df7\u3056\u3089\u306a\u3044\u3053\u3068**\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**4\u756a\u76ee\u306e\u898b\u51fa\u3057\u306e\u4ed8\u4e0e\u306f\u3001\u56f3\u66f8\u306e\u69cb\u6210\u306b\u52b9\u304d\u307e\u3059\u3002** \u4ed5\u69d8\u66f8\u306e\u9014\u4e2d\u306e\u30c1\u30e3\u30f3\u30af\u306f\u300c\u5bb9\u91cf 75kVA\u300d\u306e\u3088\u3046\u306a\u884c\u3060\u3051\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002**\u4e0a\u4f4d\u306e\u898b\u51fa\u3057\uff08\u300c\u53d7\u5909\u96fb\u8a2d\u5099\u300d\u300c\u5909\u5727\u5668\u300d\uff09\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3068\u3001\u4f55\u306e\u5bb9\u91cf\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u30c1\u30e3\u30f3\u30af\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u30c1\u30e3\u30f3\u30af\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3001\u65e2\u5b9a\u306f500\u3067\u3059\u3002** \u6a5f\u5668\u8868\u306e\u3088\u3046\u306b1\u884c\u305a\u3064\u610f\u5473\u304c\u5b8c\u7d50\u3059\u308b\u56f3\u66f8\u304c\u591a\u3044\u306e\u3067\u3001\u65e2\u5b9a\u306e\u307e\u307e\u59cb\u3081\u3001\u5f15\u7528\u304c\u7d30\u5207\u308c\u3059\u304e\u308b\u304b\u3069\u3046\u304b\u3092\u898b\u3066\u6c7a\u3081\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u9078\u3093\u3060\u7269\u4ef6\u306e\u56f3\u66f8\u304b\u3089\u8cea\u554f\u306b\u5f53\u305f\u308b\u8a18\u8f09\u3092\u63a2\u3057\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u5024\u3092\u5f15\u7528\u3064\u304d\u3067\u7b54\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u8cea\u554f\u306e\u578b | \u7b54\u3048\u65b9 | \u56de\u3059\u5148 |\n|:--|:--|:--|\n| \u4ed5\u69d8\u3092\u77e5\u308a\u305f\u3044\uff08\u7d66\u6c34\u65b9\u5f0f\u3001\u9632\u6c34\u306e\u5de5\u6cd5\u3001\u7a7a\u8abf\u306e\u65b9\u5f0f\uff09 | \u56f3\u66f8\u306e\u8a18\u8f09\u3092\u305d\u306e\u307e\u307e\u7b54\u3048\u3001\u56f3\u66f8\u540d\u30fb\u30da\u30fc\u30b8\u3092\u6dfb\u3048\u308b | \u2500 |\n| \u6570\u5024\u3092\u77e5\u308a\u305f\u3044\uff08\u53d7\u5909\u96fb\u306e\u5bb9\u91cf\u3001\u914d\u7ba1\u306e\u53e3\u5f84\u3001\u5e8a\u306e\u7a4d\u8f09\u8377\u91cd\uff09 | **\u56f3\u66f8\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u7b54\u3048\u3001\u56f3\u66f8\u306e\u65e5\u4ed8\u3092\u6dfb\u3048\u308b** | \u2500 |\n| \u7ae3\u5de5\u5f8c\u306e\u5909\u66f4\u3092\u77e5\u308a\u305f\u3044\uff08\u3044\u3064\u6539\u4fee\u3057\u305f\u304b\uff09 | \u4fee\u7e55\u5831\u544a\u3092\u65b0\u3057\u3044\u9806\u306b\u4e26\u3079\u308b | \u2500 |\n| \u53ef\u5426\u3092\u77e5\u308a\u305f\u3044\uff08\u5897\u8a2d\u3057\u3066\u3088\u3044\u304b\u3001\u7f6e\u3044\u3066\u3088\u3044\u304b\uff09 | **\u7b54\u3048\u306a\u3044\u3002** \u95a2\u4fc2\u3059\u308b\u56f3\u66f8\u306e\u7b87\u6240\u3060\u3051\u3092\u793a\u3059 | \u6280\u8853\u62c5\u5f53 |\n| \u56f3\u66f8\u306b\u7121\u3044 | \u300c\u56f3\u66f8\u306b\u8a18\u8f09\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3068\u7b54\u3048\u308b | \u6280\u8853\u62c5\u5f53 |\n\n**4\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u7dda\u5f15\u304d\u3067\u3059\u3002** \u5897\u8a2d\u306e\u53ef\u5426\u306f\u3001\u56f3\u66f8\u306e\u5024\u306b\u52a0\u3048\u3066\u73fe\u5728\u306e\u4f7f\u7528\u72b6\u6cc1\u3084\u6cd5\u4ee4\u306e\u78ba\u8a8d\u304c\u8981\u308a\u307e\u3059\u3002**\u56f3\u66f8\u306e\u5024\u3092\u793a\u3059\u3068\u3053\u308d\u307e\u3067\u306f\u7b54\u3048\u3001\u53ef\u5426\u306e\u5224\u65ad\u306f\u6280\u8853\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u7269\u4ef6\u306e\u63a8\u6e2c | \u30dc\u30c3\u30c8\u3067\u9078\u3093\u3060\u7269\u4ef6\u756a\u53f7\u3067\u691c\u7d22\u3092\u7d5e\u308b |\n| \u5024\u306e\u63db\u7b97\u30fb\u5408\u7b97 | \u5bb9\u91cf\u306e\u6b8b\u308a\u3084\u8377\u91cd\u306e\u5408\u8a08\u306f\u3001\u6280\u8853\u62c5\u5f53\u304c\u8a08\u7b97\u3059\u308b |\n| \u7ae3\u5de5\u6642\u306e\u5024\u3092\u73fe\u6cc1\u3068\u8a00\u3044\u5207\u308b | \u4fee\u7e55\u3067\u5909\u308f\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u56f3\u66f8\u306e\u65e5\u4ed8\u3092\u5fc5\u305a\u4ed8\u3051\u308b |\n| \u56f3\u66f8\u306b\u7121\u3044\u5024\u306e\u88dc\u5b8c | \u4e00\u822c\u7684\u306a\u4ed5\u69d8\u3084\u4ed6\u306e\u7269\u4ef6\u306e\u5024\u3067\u57cb\u3081\u306a\u3044 |\n| \u53ef\u5426\u306e\u5224\u65ad | \u73fe\u5728\u306e\u4f7f\u7528\u72b6\u6cc1\u3068\u6cd5\u4ee4\u306e\u78ba\u8a8d\u304c\u8981\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u5909\u5727\u5668\u304c75kVA\u3067\u3001\u73fe\u5728\u306e\u5951\u7d04\u304c50kVA\u306a\u3089\u6b8b\u308a\u306f25kVA\u300d\u3068\u7b54\u3048\u305f\u304f\u306a\u308a\u307e\u3059\u304c\u3001**\u6b8b\u308a\u306e\u5bb9\u91cf\u306f\u6a5f\u5668\u306e\u69cb\u6210\u3068\u5b9f\u969b\u306e\u8ca0\u8377\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002** \u8a08\u7b97\u3055\u305b\u305a\u3001\u5024\u3068\u51fa\u5178\u3060\u3051\u3092\u8fd4\u3055\u305b\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `answerGenerationSpec.promptSpec.preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5efa\u7269\u7ba1\u7406\u4f1a\u793e\u306e\u56f3\u66f8\u4fc2\u3067\u3059\u3002\u7ba1\u7406\u62c5\u5f53\u304b\u3089\u306e\u5efa\u7269\u306e\u4ed5\u69d8\u306e\u8cea\u554f\u306b\u3001\n\u691c\u7d22\u3055\u308c\u305f\u56f3\u66f8\u306e\u8a18\u8f09\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n- \u56f3\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5024\u3068\u8a18\u8f09\u3092\u3001\u305d\u306e\u307e\u307e\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u6570\u5024\u306f\u5358\u4f4d\u3082\u542b\u3081\u3066\u3001\u56f3\u66f8\u306e\u8868\u8a18\u3069\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7b54\u3048\u306e\u5404\u6587\u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u56f3\u66f8\u306e\u5f15\u7528\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7ae3\u5de5\u56f3\u66f8\u3068\u4fee\u7e55\u306e\u5de5\u4e8b\u5831\u544a\u66f8\u306e\u4e21\u65b9\u306b\u8a18\u8f09\u304c\u3042\u308b\u5834\u5408\u306f\u3001\n  \u65e5\u4ed8\u306e\u65b0\u3057\u3044\u307b\u3046\u3092\u5148\u306b\u66f8\u304d\u3001\u53e4\u3044\u307b\u3046\u3092\u300c\u7ae3\u5de5\u6642\u306e\u8a18\u8f09\u300d\u3068\u3057\u3066\u5f8c\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7ae3\u5de5\u56f3\u66f8\u306e\u5024\u3060\u3051\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u5408\u306f\u3001\u6587\u672b\u306b\n  \u300c\u7ae3\u5de5\u6642\u306e\u56f3\u66f8\u306e\u8a18\u8f09\u3067\u3059\u3002\u305d\u306e\u5f8c\u306e\u6539\u4fee\u306e\u6709\u7121\u306f\u78ba\u8a8d\u3067\u304d\u3066\u3044\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u3053\u3068\u3011\n- \u6570\u5024\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5bb9\u91cf\u306e\u6b8b\u308a\u3001\u8377\u91cd\u306e\u5408\u8a08\u3001\n  \u5358\u4f4d\u306e\u63db\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u56f3\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u3001\u4e00\u822c\u7684\u306a\u4ed5\u69d8\u3084\u63a8\u6e2c\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u300c\u56f3\u66f8\u306b\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u3060\u3051\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5897\u8a2d\u30fb\u8a2d\u7f6e\u30fb\u5909\u66f4\u3092\u3057\u3066\u3088\u3044\u304b\u3068\u3044\u3046\u8cea\u554f\u306b\u306f\u3001\u53ef\u5426\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u53ef\u5426\u306e\u5224\u65ad\u306f\u6280\u8853\u62c5\u5f53\u304c\u884c\u3044\u307e\u3059\u300d\u3068\u66f8\u304d\u3001\u95a2\u4fc2\u3059\u308b\u8a18\u8f09\u3060\u3051\u3092\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7269\u4ef6\u540d\u3084\u7269\u4ef6\u756a\u53f7\u304c\u8cea\u554f\u306b\u51fa\u3066\u304d\u3066\u3082\u3001\u305d\u308c\u3092\u7406\u7531\u306b\u5225\u306e\u7269\u4ef6\u306e\u8a71\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u5358\u4f4d\u3082\u542b\u3081\u3066\u56f3\u66f8\u306e\u8868\u8a18\u3069\u304a\u308a\u300d\u3092\u66f8\u304f\u306e\u306f\u3001\u56f3\u66f8\u306e\u5358\u4f4d\u304c\u5e74\u4ee3\u3067\u9055\u3046\u304b\u3089\u3067\u3059\u3002** \u53e4\u3044\u56f3\u66f8\u306b\u306f kgf\/m\u00b2 \u306e\u3088\u3046\u306a\u65e7\u3044\u5358\u4f4d\u304c\u6b8b\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u63db\u7b97\u3055\u308c\u308b\u3068\u3001\u5143\u306e\u56f3\u66f8\u3068\u7a81\u304d\u5408\u308f\u305b\u3089\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u547c\u3073\u51fa\u3057\u306e\u4ed6\u306e\u6307\u5b9a\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002**\n\n| \u6307\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u7b54\u3048\u306e\u5404\u6587\u306b\u5f15\u7528\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u9023\u3059\u308b\u5185\u5bb9\u304c\u7121\u3044\u3068\u304d\u306b\u3001\u7121\u7406\u306b\u7b54\u3048\u3092\u4f5c\u3089\u305b\u306a\u3044 |\n| `groundingSpec` \u306e `filteringLevel` | `FILTERING_LEVEL_HIGH` | \u6839\u62e0\u3065\u3051\u306e\u5f31\u3044\u7b54\u3048\u3092\u51fa\u3055\u306a\u3044 |\n| `searchSpec.searchParams.maxReturnResults` | \u65e2\u5b9a\u306e10\u304b\u3089\u59cb\u3081\u308b\uff08\u4e0a\u965025\uff09 | \u7ae3\u5de5\u56f3\u66f8\u3068\u4fee\u7e55\u5831\u544a\u306e\u4e21\u65b9\u3092\u62fe\u3048\u308b\u4ef6\u6570\u306b\u3059\u308b |\n| `answerLanguageCode` | \u65e5\u672c\u8a9e | \u7b54\u3048\u306e\u8a00\u8a9e\u3092\u305d\u308d\u3048\u308b |\n\n**3\u884c\u76ee\u306e `FILTERING_LEVEL_HIGH` \u306f\u3001\u6570\u5024\u3092\u7b54\u3048\u308b\u69cb\u6210\u306b\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002** \u6839\u62e0\u3065\u3051\u306e\u57fa\u6e96\u3092\u6e80\u305f\u3055\u306a\u3044\u7b54\u3048\u306f\u3001`LOW_GROUNDED_CONTENT` \u3068\u3057\u3066\u7b54\u3048\u304c\u51fa\u307e\u305b\u3093\u3002**\u7b54\u3048\u304c\u51fa\u306a\u3044\u4ef6\u6570\u306f\u5897\u3048\u307e\u3059\u304c\u3001\u305d\u308c\u306f\u6280\u8853\u62c5\u5f53\u306b\u56de\u308b\u4ef6\u6570\u3068\u3057\u3066\u898b\u3048\u307e\u3059\u3002** \u6839\u62e0\u306e\u5f31\u3044\u6570\u5024\u304c\u30c6\u30ca\u30f3\u30c8\u306b\u5c4a\u304f\u3088\u308a\u3001\u305a\u3063\u3068\u6271\u3044\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u304b\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u7d44\u307f\u76f4\u3057\u3066\u30c1\u30e3\u30c3\u30c8\u3078\u8fd4\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"building_id\": \"B0123\",\n  \"answer_text\": \"\",\n  \"skipped\": false,\n  \"skipped_reasons\": [],\n  \"sources\": [\n    {\n      \"title\": \"\",\n      \"uri\": \"\",\n      \"doc_type\": \"as_built | repair | ledger\",\n      \"doc_date\": \"\",\n      \"quote\": \"\"\n    }\n  ],\n  \"newer_repair_exists\": false,\n  \"route_to_engineer\": false,\n  \"route_reason\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`skipped` \u3068 `skipped_reasons` \u3067\u300c\u7b54\u3048\u306a\u304b\u3063\u305f\u300d\u3053\u3068\u3092\u660e\u793a\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** answer \u30e1\u30bd\u30c3\u30c9\u306f\u3001\u95a2\u9023\u3059\u308b\u5185\u5bb9\u304c\u7121\u3044\u3068\u304d `NO_RELEVANT_CONTENT` \u3092\u3001\u6839\u62e0\u3065\u3051\u306e\u57fa\u6e96\u3092\u6e80\u305f\u3055\u306a\u3044\u3068\u304d `LOW_GROUNDED_CONTENT` \u306a\u3069\u3092 `answerSkippedReasons` \u306b\u8fd4\u3057\u307e\u3059\u3002**\u3053\u308c\u3089\u304c\u8fd4\u3063\u305f\u3082\u306e\u306f\u3001\u7b54\u3048\u3068\u3057\u3066\u8868\u793a\u305b\u305a\u6280\u8853\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`doc_date` \u3067\u7ae3\u5de5\u6642\u3068\u4fee\u7e55\u5f8c\u3092\u4e26\u3079\u76f4\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u5f15\u7528\u306e `referenceId` \u304b\u3089\u53c2\u7167\u3092\u5f15\u304d\u3001\u53c2\u7167\u306e\u6587\u66f8\u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u65e5\u4ed8\u3092\u53d6\u308a\u307e\u3059\u3002**\u540c\u3058\u5206\u91ce\u306e\u4fee\u7e55\u5831\u544a\u304c\u7ae3\u5de5\u56f3\u66f8\u3088\u308a\u65b0\u3057\u3051\u308c\u3070 `newer_repair_exists` \u3092\u7acb\u3066\u3001\u7b54\u3048\u306e\u5192\u982d\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u306e\u6271\u3044\u3067\u3059\u3002** `citations` \u306e `startIndex` \u3068 `endIndex` \u306f\u3001**\u6587\u5b57\u6570\u3067\u306f\u306a\u304f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570**\u3067\u8fd4\u308a\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306f1\u6587\u5b57\u304c\u8907\u6570\u30d0\u30a4\u30c8\u306a\u306e\u3067\u3001\u6587\u5b57\u306e\u4f4d\u7f6e\u3068\u3057\u3066\u4f7f\u3046\u3068\u305a\u308c\u307e\u3059\u3002**\u7b54\u3048\u306e\u6587\u306b\u5f15\u7528\u306e\u5370\u3092\u5dee\u3057\u8fbc\u3080\u3068\u304d\u306f\u3001\u30d0\u30a4\u30c8\u5217\u3067\u5207\u3063\u3066\u304b\u3089\u6587\u5b57\u306b\u623b\u3057\u307e\u3059\u3002**\n\n| \u72b6\u614b | \u30c1\u30e3\u30c3\u30c8\u3067\u306e\u898b\u305b\u65b9 |\n|:--|:--|\n| \u7b54\u3048\u304c\u3042\u308a\u3001\u4fee\u7e55\u5831\u544a\u3082\u5f15\u7528\u3055\u308c\u3066\u3044\u308b | \u4fee\u7e55\u5831\u544a\u306e\u8a18\u8f09\u3092\u5148\u306b\u3001\u7ae3\u5de5\u6642\u306e\u8a18\u8f09\u3092\u5f8c\u306b |\n| \u7b54\u3048\u304c\u3042\u308a\u3001\u7ae3\u5de5\u56f3\u66f8\u3060\u3051 | \u6587\u672b\u306b\u300c\u7ae3\u5de5\u6642\u306e\u8a18\u8f09\u300d\u3068\u660e\u793a |\n| `skipped` \u304c true | \u300c\u56f3\u66f8\u306b\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u6280\u8853\u62c5\u5f53\u306b\u56de\u3057\u307e\u3057\u305f\u300d |\n| `route_to_engineer` \u304c true | \u95a2\u4fc2\u3059\u308b\u8a18\u8f09\u3092\u793a\u3057\u3001\u300c\u53ef\u5426\u306f\u6280\u8853\u62c5\u5f53\u304c\u7b54\u3048\u307e\u3059\u300d |\n\n\u30c1\u30e3\u30c3\u30c8\u306b\u8868\u793a\u3059\u308b\u7b54\u3048\u306e\u4f8b\u3067\u3059\u3002\n\n```\n\u3010\u7269\u4ef6\u3011B0123 \u3007\u3007\u30d3\u30eb\uff08\u3007\u3007\u533a\u3007\u3007\u753a\uff09\n\u3010\u7b54\u3048\u3011\n\u5c4b\u4e0a\u306e\u9632\u6c34\u306f\u30012016\u5e74\u306e\u6539\u4fee\u5de5\u4e8b\u3067\u5869\u30d3\u30b7\u30fc\u30c8\u9632\u6c34\u306e\u6a5f\u68b0\u7684\u56fa\u5b9a\u5de5\u6cd5\u306b\n\u6539\u4fee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\uff3b\u4fee\u7e55\u5831\u544a\uff1a\u5c4b\u4e0a\u9632\u6c34\u6539\u4fee\u5de5\u4e8b \u5b8c\u4e86\u5831\u544a\u66f8 p.3\uff0f2016-11-30\uff3d\n\u7ae3\u5de5\u6642\u306e\u8a18\u8f09\u306f\u3001\u30a2\u30b9\u30d5\u30a1\u30eb\u30c8\u9632\u6c34\u306e\u9732\u51fa\u5de5\u6cd5\u3067\u3059\u3002\n\uff3b\u7ae3\u5de5\u56f3\u66f8\uff1a\u5efa\u7bc9\u4ed5\u69d8\u66f8 p.12\uff0f2006-03-20\uff3d\n\u3010\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3011\n\u5f15\u7528\u306e\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u3001\u5de5\u6cd5\u3068\u7bc4\u56f2\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u7269\u4ef6\u540d\u3068\u6240\u5728\u5730\u3092\u7b54\u3048\u306e\u5148\u982d\u306b\u5fc5\u305a\u51fa\u3059\u306e\u306f\u3001\u7b2c3\u7ae0\uff08d\uff09\u306e\u5bfe\u7b56\u3067\u3059\u3002** \u7ba1\u7406\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u7269\u4ef6\u3068\u898b\u6bd4\u3079\u3089\u308c\u308b\u3088\u3046\u3001**\u7b54\u3048\u306e\u4e2d\u8eab\u3088\u308a\u5148\u306b\u3001\u3069\u306e\u7269\u4ef6\u306e\u7b54\u3048\u304b\u3092\u898b\u305b\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u793e\u5185\u30c1\u30e3\u30c3\u30c8 | \u30dc\u30c3\u30c8\uff08\u5229\u7528\u4e2d\u306e\u30c1\u30e3\u30c3\u30c8\u306e\u4ed5\u7d44\u307f\u306b\u5408\u308f\u305b\u3066\u500b\u5225\u5b9f\u88c5\uff09 | \u7269\u4ef6\u306e\u9078\u629e\u3001\u8cea\u554f\u306e\u53d7\u4ed8\u3001\u7b54\u3048\u306e\u8868\u793a |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9\uff08`servingConfigs\/default_search:answer`\uff09 | \u7269\u4ef6\u3067\u7d5e\u3063\u305f\u691c\u7d22\u3068\u56de\u7b54\u306e\u751f\u6210 |\n| Cloud Storage | \u56f3\u66f8\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1 | \u53d6\u308a\u8fbc\u307f\u5143 |\n| \u6280\u8853\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217 | \u8868\u307e\u305f\u306f\u8ab2\u984c\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f\u3001\u53ef\u5426\u306e\u8cea\u554f |\n| BigQuery | \u8a18\u9332\u306e\u66f8\u304d\u8fbc\u307f | \u8cea\u554f\u30fb\u7b54\u3048\u30fb\u5f15\u7528\u30fb\u56de\u3057\u5148 |\n\n**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u7d44\u307f\u7acb\u3066\u308b\u552f\u4e00\u306e\u5834\u6240\u3067\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u304b\u3089\u53d7\u3051\u305f\u7269\u4ef6\u756a\u53f7\u3092 `filter` \u306b\u5165\u308c\u3001**\u8cea\u554f\u306e\u6587\u7ae0\u306f `query` \u306b\u3060\u3051\u6e21\u3057\u307e\u3059\u3002** \u7269\u4ef6\u756a\u53f7\u3092\u8cea\u554f\u306e\u6587\u7ae0\u306b\u6df7\u305c\u3066\u691c\u7d22\u306b\u4efb\u305b\u308b\u3068\u3001\u4f3c\u305f\u540d\u524d\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u304c\u4e0a\u4f4d\u306b\u6765\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u5224\u65ad\u3092\u6c42\u3081\u308b\u8cea\u554f\u306e\u898b\u5206\u3051\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3044\u307e\u3059\u3002** \u300c\u3057\u3066\u3088\u3044\u304b\u300d\u300c\u7f6e\u3051\u308b\u304b\u300d\u300c\u8db3\u308a\u308b\u304b\u300d\u306a\u3069\u306e\u8a00\u3044\u56de\u3057\u3092\u8f9e\u66f8\u3067\u62fe\u3044\u3001`route_to_engineer` \u3092\u7acb\u3066\u307e\u3059\u3002**\u62fe\u3044\u6f0f\u308c\u304c\u3042\u3063\u3066\u3082\u3001\u6307\u793a\u3067\u53ef\u5426\u3092\u7b54\u3048\u3055\u305b\u306a\u3044\u306e\u3067\u4e8c\u91cd\u306e\u5b88\u308a\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u7ba1\u7406\u62c5\u5f53\u306f\u3001\u30c6\u30ca\u30f3\u30c8\u3084\u30aa\u30fc\u30ca\u30fc\u3078\u6570\u5024\u3092\u7b54\u3048\u308b\u524d\u306b\u3001\u5f15\u7528\u306e\u7b87\u6240\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\u3002** \u30dc\u30c3\u30c8\u306e\u7b54\u3048\u3092\u305d\u306e\u307e\u307e\u8ee2\u8a18\u3057\u307e\u305b\u3093\u3002\n\n1. **\u7269\u4ef6\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7b54\u3048\u306e\u898b\u51fa\u3057\u306b\u51fa\u308b\u7269\u4ef6\u540d\u3068\u6240\u5728\u5730\u304c\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7269\u4ef6\u3068\u5408\u3063\u3066\u3044\u308b\u304b\n2. **\u56f3\u66f8\u306e\u65e5\u4ed8\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7ae3\u5de5\u6642\u306e\u8a18\u8f09\u3060\u3051\u306a\u3089\u3001\u4fee\u7e55\u3067\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u76f8\u624b\u306b\u65ad\u308b\u304b\u3001\u6280\u8853\u62c5\u5f53\u306b\u78ba\u304b\u3081\u308b\n3. **\u5f15\u7528\u306e\u7b87\u6240\u3092\u958b\u304f** \u2026 \u6570\u5024\u306f\u56f3\u66f8\u306e\u305d\u306e\u30da\u30fc\u30b8\u3067\u76ee\u3067\u898b\u308b\n\n**\u6280\u8853\u62c5\u5f53\u304c\u898b\u308b\u306e\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3060\u3051\u3067\u3059\u3002** \u7b54\u3048\u3092\u66f8\u3044\u305f\u3089\u3001\u305d\u306e\u7b54\u3048\u3068\u6839\u62e0\u306b\u3057\u305f\u56f3\u66f8\u306e\u7b87\u6240\u3092\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002**\u540c\u3058\u8cea\u554f\u304c\u5225\u306e\u62c5\u5f53\u304b\u3089\u6765\u305f\u3068\u304d\u3001\u8a18\u9332\u304c\u6b21\u306e\u7b54\u3048\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7269\u4ef6\u304c\u9078\u3070\u308c\u3066\u3044\u306a\u3044 | \u8cea\u554f\u3092\u53d7\u3051\u4ed8\u3051\u305a\u3001\u7269\u4ef6\u306e\u9078\u629e\u306b\u623b\u3059 |\n| \u305d\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u304c1\u4ef6\u3082\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044 | \u691c\u7d22\u3057\u306a\u3044\u3002\u300c\u3053\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u306f\u672a\u767b\u9332\u3067\u3059\u300d\u3068\u8fd4\u3057\u3001\u7dcf\u52d9\u3078\u901a\u77e5 |\n| `NO_RELEVANT_CONTENT` \u304c\u8fd4\u308b | \u7b54\u3048\u3092\u8868\u793a\u305b\u305a\u6280\u8853\u62c5\u5f53\u3078 |\n| `LOW_GROUNDED_CONTENT` \u304c\u8fd4\u308b | \u540c\u4e0a\u3002**\u6839\u62e0\u306e\u5f31\u3044\u7b54\u3048\u3092\u8868\u793a\u3057\u306a\u3044** |\n| \u56f3\u9762\u306e\u4e2d\u306e\u5c0f\u3055\u306a\u6570\u5024\u304c\u8aad\u3081\u3066\u3044\u306a\u3044 | \u300c\u56f3\u66f8\u306b\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u306b\u306a\u308b\u3002**\u6280\u8853\u62c5\u5f53\u304c\u7d19\u306e\u56f3\u66f8\u3067\u78ba\u304b\u3081\u3001\u8a18\u9332\u3092\u6b8b\u3059** |\n| \u540c\u3058\u5206\u91ce\u306e\u7ae3\u5de5\u56f3\u66f8\u304c2\u7248\u3042\u308b\uff08\u8a2d\u8a08\u5909\u66f4\uff09 | \u65e5\u4ed8\u306e\u65b0\u3057\u3044\u7248\u3092\u5148\u306b\u793a\u3059\u3002\u3069\u3061\u3089\u304c\u6700\u7d42\u304b\u306f\u7dcf\u52d9\u304c\u78ba\u304b\u3081\u308b |\n| \u4fee\u7e55\u5831\u544a\u306b\u7269\u4ef6\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044 | \u53d6\u308a\u8fbc\u307e\u306a\u3044\u3002\u7dcf\u52d9\u306e\u4e00\u89a7\u306b\u672a\u51e6\u7406\u3068\u3057\u3066\u6b8b\u3059 |\n\n**5\u884c\u76ee\u306f\u907f\u3051\u3089\u308c\u307e\u305b\u3093\u3002** \u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u306f\u56f3\u9762\u306e\u6587\u5b57\u3082\u8aad\u3082\u3046\u3068\u3057\u307e\u3059\u304c\u3001**\u56f3\u9762\u306e\u4e2d\u306e\u5c0f\u3055\u306a\u5bf8\u6cd5\u3084\u5bb9\u91cf\u306e\u6587\u5b57\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u54c1\u8cea\u3057\u3060\u3044\u3067\u8aad\u3081\u307e\u305b\u3093\u3002** \u8aad\u3081\u306a\u304b\u3063\u305f\u8cea\u554f\u306e\u8a18\u9332\u304c\u6e9c\u307e\u3063\u305f\u56f3\u66f8\u304b\u3089\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u306e\u65e5\u6642\u3001\u8cea\u554f\u8005\u3001\u9078\u3093\u3060\u7269\u4ef6\u756a\u53f7\u3001\u8cea\u554f\u306e\u6587\u7ae0\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u7b54\u3048\u3001\u5f15\u7528\u3001\u53c2\u7167\u3001`answerSkippedReasons`\uff09\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d44\u307f\u76f4\u3057\u305f\u7b54\u3048\u3068\u3001`newer_repair_exists`\u30fb`route_to_engineer` \u306e\u5024\n- \u6280\u8853\u62c5\u5f53\u306b\u56de\u3057\u305f\u3082\u306e\u306e\u7b54\u3048\u3068\u3001\u6839\u62e0\u306b\u3057\u305f\u56f3\u66f8\u306e\u7b87\u6240\n- **\u7ba1\u7406\u62c5\u5f53\u304c\u7b54\u3048\u3092\u4f7f\u308f\u306a\u304b\u3063\u305f\u8a18\u9332**\uff08\u300c\u9055\u3063\u3066\u3044\u305f\u300d\u30dc\u30bf\u30f3\uff09\n\n**\u6700\u5f8c\u306e\u8a18\u9332\u304c\u3001\u56f3\u66f8\u306e\u6574\u5099\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u7269\u4ef6\u3067\u300c\u9055\u3063\u3066\u3044\u305f\u300d\u304c\u7d9a\u304f\u306a\u3089\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u7269\u4ef6\u756a\u53f7\u304b\u65e5\u4ed8\u304c\u8aa4\u3063\u3066\u3044\u308b\u304b\u3001\u4fee\u7e55\u5831\u544a\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u3002","minimal_setup":"1. \u7ba1\u7406\u7269\u4ef6\u304b\u30893\u68df\u3092\u9078\u3076\uff08**\u7ae3\u5de5\u56f3\u66f8\u304cPDF\u306e\u7269\u4ef6\u3001\u30b9\u30ad\u30e3\u30f3\u306e\u7269\u4ef6\u3001\u4fee\u7e55\u304c\u591a\u3044\u7269\u4ef6\u30921\u68df\u305a\u3064**\uff09\n2. \u904e\u53bb3\u304b\u6708\u306b\u6280\u8853\u62c5\u5f53\u304c\u53d7\u3051\u305f\u8cea\u554f\u304b\u3089\u3001\u305d\u306e3\u68df\u306e\u8cea\u554f\u309220\u554f\u96c6\u3081\u3001\u5f53\u6642\u306e\u7b54\u3048\u3092\u4e26\u3079\u308b\n3. 3\u68df\u306e\u56f3\u66f8\u3092\u3001\u7269\u4ef6\u3054\u3068\u306b\u5206\u3051\u3066\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b\uff081\u68df\u305a\u3064\u5225\u306e\u4f1a\u8a71\u3067\uff09\n4. \u300c\u3053\u306e\u56f3\u66f8\u306e\u8a18\u8f09\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3001\u56f3\u66f8\u540d\u3068\u30da\u30fc\u30b8\u3092\u6dfb\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u53ef\u5426\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3057\u300120\u554f\u3092\u805e\u304f\n5. \u7b54\u3048\u3092\u3001\u5f53\u6642\u306e\u6280\u8853\u62c5\u5f53\u306e\u7b54\u3048\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**1\u68df\u305a\u3064\u5225\u306e\u4f1a\u8a71\u306b\u3059\u308b\u306e\u306f\u3001\u7269\u4ef6\u306e\u53d6\u308a\u9055\u3048\u3092\u8a66\u9a13\u304b\u3089\u5916\u3059\u305f\u3081\u3067\u3059\u3002** \u3053\u3053\u3067\u78ba\u304b\u3081\u305f\u3044\u306e\u306f\u3001\u56f3\u66f8\u304b\u3089\u5024\u3092\u62fe\u3048\u308b\u304b\u3069\u3046\u304b\u3067\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u7b54\u3048\u3068\u540c\u3058\u5024\u304c\u3001\u6b63\u3057\u3044\u30da\u30fc\u30b8\u3068\u3068\u3082\u306b\u51fa\u305f | **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u7ae3\u5de5\u6642\u306e\u5024\u3092\u3001\u4fee\u7e55\u5f8c\u3082\u540c\u3058\u3068\u3057\u3066\u7b54\u3048\u305f | \u6307\u793a\u3068\u65e5\u4ed8\u306e\u4ed8\u3051\u65b9\u3067\u76f4\u308b\u3002**\u4fee\u7e55\u5831\u544a\u306e\u53d6\u308a\u8fbc\u307f\u3092\u5148\u306b** |\n| \u30b9\u30ad\u30e3\u30f3\u306e\u56f3\u66f8\u3060\u3051\u3001\u5024\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | **\u30b9\u30ad\u30e3\u30f3\u306e\u8a2d\u5b9a\u304c\u5148\u3002** \u56f3\u66f8\u306e\u8aad\u307f\u53d6\u308a\u306e\u554f\u984c |","minimal_setup_short":"1\u68df\u305a\u3064\u56f3\u66f8\u3092AI\u306e\u753b\u9762\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3066\u8cea\u554f\u3059\u308b \uff0f \u56f3\u66f8\u306e\u4e2d\u306e\u5024\u306e\u63a2\u7d22","semi_auto_setup":"\u4e0a\u8a18\uff0b\u5168\u7269\u4ef6\u306e\u56f3\u66f8\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u3067 Vertex AI Search \u306b\u53d6\u308a\u8fbc\u307f\u3001\u7dcf\u52d9\u304c\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u7269\u4ef6\u3092\u7d5e\u3063\u3066\u691c\u7d22\u3059\u308b \uff0f \u5168\u7269\u4ef6\u306e\u56f3\u66f8\u306e\u691c\u7d22","full_setup":"\u4e0a\u8a18\uff0b\u7ba1\u7406\u62c5\u5f53\u304c\u30dc\u30c3\u30c8\u3067\u7269\u4ef6\u3092\u9078\u3093\u3067\u8cea\u554f\u3057\u3001\u7b54\u3048\u3089\u308c\u306a\u3044\u8cea\u554f\u3092\u6280\u8853\u62c5\u5f53\u3078\u56de\u3057\u3001\u4fee\u7e55\u5831\u544a\u3092\u81ea\u52d5\u3067\u53d6\u308a\u8fbc\u3080 \uff0f \u8cea\u554f\u304b\u3089\u56de\u7b54\u30fb\u56de\u3057\u5148\u307e\u3067\u306e\u5168\u4f53","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef630\u5206\u304c18\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u56f3\u66f8\u3092\u63a2\u3059\u6642\u9593\u306f\u7e2e\u307f\u307e\u3059\u304c\u3001\u7dcf\u52d9\u304c\u9593\u306b\u5165\u3063\u3066\u691c\u7d22\u3057\u3001\u7ba1\u7406\u62c5\u5f53\u3078\u4f1d\u3048\u308b\u624b\u9593\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u306710\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u51fa\u308b\u306e\u306f\u3001**\u7ba1\u7406\u62c5\u5f53\u304c\u81ea\u5206\u3067\u7269\u4ef6\u3092\u9078\u3093\u3067\u805e\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u6280\u8853\u62c5\u5f53\u3092\u7d4c\u7531\u3059\u308b\u8cea\u554f\u304c\u6e1b\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u6bb5\u968e\u3067\u3001**\u7269\u4ef6\u756a\u53f7\u306e\u4ed8\u3051\u9593\u9055\u3044\u3068\u4fee\u7e55\u5831\u544a\u306e\u629c\u3051\u304c\u898b\u3064\u304b\u308a\u307e\u3059\u3002** \u3053\u3053\u3092\u76f4\u3055\u305a\u306b\u30dc\u30c3\u30c8\u3092\u958b\u304f\u3068\u3001\u8aa4\u3063\u305f\u7b54\u3048\u304c40\u540d\u306b\u4e00\u5ea6\u306b\u5c4a\u304d\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5225\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u304b\u3089\u7b54\u3048\u308b | **\u30dc\u30c3\u30c8\u3067\u7269\u4ef6\u3092\u9078\u3070\u305b\u3001\u7269\u4ef6\u756a\u53f7\u3067\u7d5e\u308a\u8fbc\u3080\u3002** \u8cea\u554f\u306e\u6587\u7ae0\u304b\u3089\u63a8\u6e2c\u3057\u306a\u3044 |\n| \u7269\u4ef6\u756a\u53f7\u306e\u7d5e\u308a\u8fbc\u307f\u304c\u52b9\u304b\u306a\u3044 | \u30b9\u30ad\u30fc\u30de\u3067\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u53ef\u80fd\u306b\u3057\u3001**\u53d6\u308a\u8fbc\u307f\u5f8c\u306b\u5225\u306e\u7269\u4ef6\u304c\u6df7\u3056\u3089\u306a\u3044\u3053\u3068\u3092\u8a66\u3059** |\n| \u7ae3\u5de5\u6642\u306e\u5024\u3092\u73fe\u6cc1\u3068\u3057\u3066\u7b54\u3048\u308b | \u56f3\u66f8\u306e\u65e5\u4ed8\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u6301\u305f\u305b\u3001\u4fee\u7e55\u5831\u544a\u3092\u5148\u306b\u793a\u3059 |\n| \u4fee\u7e55\u5831\u544a\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044 | \u5de5\u4e8b\u306e\u5b8c\u4e86\u3092\u53d6\u308a\u8fbc\u307f\u306e\u304d\u3063\u304b\u3051\u306b\u3059\u308b |\n| \u5bb9\u91cf\u306e\u6b8b\u308a\u3092\u8a08\u7b97\u3057\u3066\u7b54\u3048\u308b | \u8a08\u7b97\u3092\u7981\u3058\u3001**\u5024\u3068\u51fa\u5178\u3060\u3051\u3092\u8fd4\u3055\u305b\u308b** |\n| \u53ef\u5426\u306e\u8cea\u554f\u306b\u7b54\u3048\u3066\u3057\u307e\u3046 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u62fe\u3063\u3066\u56de\u3057\u3001\u6307\u793a\u3067\u3082\u53ef\u5426\u3092\u7981\u3058\u308b |\n| \u5f15\u7528\u306e\u4f4d\u7f6e\u304c\u305a\u308c\u308b | `startIndex`\uff0f`endIndex` \u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u3002**\u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u5909\u63db\u3059\u308b** |\n| \u4f55\u306e\u5024\u304b\u5206\u304b\u3089\u306a\u3044\u30c1\u30e3\u30f3\u30af\u304c\u5f15\u7528\u3055\u308c\u308b | `includeAncestorHeadings` \u3067\u4e0a\u4f4d\u306e\u898b\u51fa\u3057\u3092\u4ed8\u3051\u308b |\n| \u30b9\u30ad\u30e3\u30f3\u306e\u56f3\u9762\u306e\u6570\u5024\u304c\u8aad\u3081\u306a\u3044 | \u89e3\u50cf\u5ea6\u3092\u4e0a\u3052\u3066\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059\u3002**\u8aad\u3081\u306a\u3044\u56f3\u66f8\u306e\u4e00\u89a7\u3092\u8a18\u9332\u304b\u3089\u4f5c\u308b** |\n| \u30c1\u30e3\u30f3\u30af\u5206\u5272\u306e\u8a2d\u5b9a\u3092\u5f8c\u304b\u3089\u5909\u3048\u305f\u304f\u306a\u308b | \u5909\u3048\u3089\u308c\u306a\u3044\u3002**3\u68df\u3067\u8a66\u3057\u3066\u304b\u3089\u5168\u7269\u4ef6\u3092\u53d6\u308a\u8fbc\u3080** |\n| \u30e2\u30c7\u30eb\u306e\u7248\u304c\u5909\u308f\u3063\u3066\u7b54\u3048\u65b9\u304c\u5909\u308f\u308b | `modelVersion` \u3092\u6307\u5b9a\u3057\u3001**\u4f7f\u3063\u305f\u7248\u3092\u8a18\u9332\u306b\u6b8b\u3059** |\n| \u540c\u3058\u8cea\u554f\u304c\u4f55\u5ea6\u3082\u6280\u8853\u62c5\u5f53\u306b\u56de\u308b | \u6280\u8853\u62c5\u5f53\u306e\u7b54\u3048\u3092\u6839\u62e0\u306e\u56f3\u66f8\u306e\u7b87\u6240\u3068\u3068\u3082\u306b\u8a18\u9332\u3057\u3001**\u56f3\u66f8\u306e\u5074\u306e\u6574\u5099\uff08\u30b9\u30ad\u30e3\u30f3\u306e\u3084\u308a\u76f4\u3057\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u4fee\u6b63\uff09\u306b\u3064\u306a\u3052\u308b** |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u7269\u4ef6\u306e\u53d6\u308a\u9055\u3048\u306f\u3001\u5024\u304c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u307e\u307e\u5168\u90e8\u9055\u3046\u306e\u3067\u3001**\u53d7\u3051\u53d6\u3063\u305f\u5074\u3082\u6c17\u3065\u304d\u307e\u305b\u3093\u3002** \u7d5e\u308a\u8fbc\u307f\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e1\u304b\u6240\u3067\u7d44\u307f\u7acb\u3066\u3001\u53d6\u308a\u8fbc\u307f\u306e\u305f\u3073\u306b\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5efa\u7269\u306e\u7ae3\u5de5\u56f3\u66f8\uff08\u8a2d\u8a08\u56f3\u30fb\u8a2d\u5099\u306e\u4ed5\u69d8\uff09\u3001\u4fee\u7e55\u306e\u5de5\u4e8b\u5831\u544a\u66f8\u3001\u8a2d\u5099\u53f0\u5e33\u3001\u305d\u3057\u3066\u30aa\u30fc\u30ca\u30fc\u3068\u7ba1\u7406\u4f1a\u793e\u306e\u9593\u306e\u5951\u7d04\u306b\u57fa\u3065\u3044\u3066\u9810\u304b\u3063\u3066\u3044\u308b**\u30aa\u30fc\u30ca\u30fc\u306e\u8cc7\u6599**\u3067\u3059\u3002\n\n1. **\u9810\u304b\u3063\u3066\u3044\u308b\u56f3\u66f8\u3092\u3069\u3053\u307e\u3067\u4f7f\u3063\u3066\u3088\u3044\u304b\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7ae3\u5de5\u56f3\u66f8\u306f\u30aa\u30fc\u30ca\u30fc\u306e\u8cc7\u6599\u3067\u3059\u3002**\u7ba1\u7406\u306e\u59d4\u8a17\u5951\u7d04\u306e\u7bc4\u56f2\u3067\u3001\u30af\u30e9\u30a6\u30c9\u306e\u691c\u7d22\u306b\u53d6\u308a\u8fbc\u3093\u3067\u3088\u3044\u304b**\u3092\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\n2. **\u9632\u72af\u306b\u95a2\u308f\u308b\u56f3\u66f8\u3092\u53d6\u308a\u8fbc\u307e\u306a\u3044** \u2026 \u9632\u72af\u30ab\u30e1\u30e9\u306e\u914d\u7f6e\u3001\u5165\u9000\u5ba4\u7ba1\u7406\u306e\u8a2d\u5099\u306e\u56f3\u3001\u9375\u306e\u7cfb\u7d71\u8868\u306a\u3069\u306f\u3001**\u7ba1\u7406\u62c5\u5f53\u306e\u5168\u54e1\u304c\u691c\u7d22\u3067\u304d\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u53d6\u308a\u8fbc\u3080\u524d\u306b\u9664\u5916\u3059\u308b\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\n3. **\u7269\u4ef6\u3054\u3068\u306e\u898b\u3048\u308b\u7bc4\u56f2\u3092\u8003\u3048\u308b** \u2026 \u7ba1\u7406\u62c5\u5f53\u304c\u62c5\u5f53\u5916\u306e\u7269\u4ef6\u306e\u56f3\u66f8\u3082\u691c\u7d22\u3067\u304d\u3066\u3088\u3044\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u306f\u3001\u30dc\u30c3\u30c8\u3067\u9078\u3079\u308b\u7269\u4ef6\u306e\u4e00\u89a7\u3092\u62c5\u5f53\u3054\u3068\u306b\u7d5e\u308a\u3001\u7d5e\u308a\u8fbc\u307f\u306e\u7269\u4ef6\u756a\u53f7\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3051\u304c\u7d44\u307f\u7acb\u3066\u308b\u5f62\u3067\u7bc4\u56f2\u3092\u5b88\u308a\u307e\u3059**\n4. **\u7b54\u3048\u3092\u5916\u3078\u305d\u306e\u307e\u307e\u51fa\u3055\u306a\u3044** \u2026 \u30c6\u30ca\u30f3\u30c8\u3084\u30aa\u30fc\u30ca\u30fc\u3078\u306e\u56de\u7b54\u306f\u3001\u7ba1\u7406\u62c5\u5f53\u304c\u5f15\u7528\u306e\u7b87\u6240\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u51fa\u3057\u307e\u3059\n5. **\u53ef\u5426\u306e\u5224\u65ad\u3092\u6a5f\u68b0\u306b\u7f6e\u304b\u306a\u3044** \u2026 \u5897\u8a2d\u3084\u8a2d\u7f6e\u306e\u53ef\u5426\u306f\u3001**\u6280\u8853\u62c5\u5f53\u3068\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u96fb\u6c17\u4e3b\u4efb\u6280\u8853\u8005\u3084\u8a2d\u8a08\u8005\u304c\u5224\u65ad\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5225\u306e\u7269\u4ef6\u306e\u5024\u3092\u7b54\u3048\u308b\u3053\u3068\u3068\u3001\u53e4\u3044\u5024\u3092\u4eca\u306e\u5024\u3068\u3057\u3066\u7b54\u3048\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u30c6\u30ca\u30f3\u30c8\u306e\u5de5\u4e8b\u306e\u8a08\u753b\u306b\u76f4\u63a5\u97ff\u304d\u307e\u3059\u3002**\u524d\u8005\u306f\u7d5e\u308a\u8fbc\u307f\u3067\u3001\u5f8c\u8005\u306f\u65e5\u4ed8\u306e\u4ed8\u4e0e\u3067\u3001\u8a2d\u8a08\u306e\u6bb5\u968e\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u6570\u5341\u304b\u3089\u6570\u767e\u68df\u306e\u30d3\u30eb\u30fb\u30de\u30f3\u30b7\u30e7\u30f3\u3092\u7ba1\u7406\u3057\u3001\u7ae3\u5de5\u56f3\u66f8\u3084\u8a2d\u5099\u306e\u4ed5\u69d8\u66f8\u3092\u7269\u4ef6\u3054\u3068\u306bPDF\u3084\u7d19\u3067\u6301\u3063\u3066\u3044\u308b\u7ba1\u7406\u4f1a\u793e\u3002\u30c6\u30ca\u30f3\u30c8\u3084\u30aa\u30fc\u30ca\u30fc\u304b\u3089\u8a2d\u5099\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u6765\u308b\u305f\u3073\u306b\u3001\u62c5\u5f53\u304c\u66f8\u5eab\u3084\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3092\u63a2\u3059\u304b\u3001\u8a2d\u5099\u306b\u8a73\u3057\u3044\u6570\u540d\u306b\u805e\u3044\u3066\u3044\u308b\u5834\u5408\u3002\u4fee\u7e55\u306e\u5de5\u4e8b\u5831\u544a\u66f8\u304c\u7269\u4ef6\u3054\u3068\u306b\u307e\u3068\u307e\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u7ba1\u7406\u7269\u4ef6\u304c\u6570\u68df\u3067\u3001\u62c5\u5f53\u304c\u56f3\u66f8\u306e\u5834\u6240\u3092\u899a\u3048\u3066\u3044\u308b\u5834\u5408\u3002\u7ae3\u5de5\u56f3\u66f8\u304c\u7d19\u306e\u307e\u307e\u3067\u3001\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u4e88\u7b97\u3068\u6642\u9593\u304c\u53d6\u308c\u306a\u3044\u5834\u5408\u3002\u8a2d\u5099\u306e\u5bb9\u91cf\u3084\u69cb\u9020\u306e\u5224\u65ad\u305d\u306e\u3082\u306e\u3092\u6c42\u3081\u3089\u308c\u308b\u8cea\u554f\u304c\u5927\u534a\u306e\u5834\u5408\u3002\u306a\u304a\u3001\u8a2d\u5099\u306e\u5897\u8a2d\u3084\u6539\u4fee\u306e\u53ef\u5426\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a3\u68df\u306e\u56f3\u66f8\u3092\u96c6\u3081\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u3092\u6c7a\u3081\u308b**\n\n\u8a66\u30593\u68df\u306e\u7ae3\u5de5\u56f3\u66f8\u30fb\u4fee\u7e55\u5831\u544a\u30fb\u8a2d\u5099\u53f0\u5e33\u3092\u96c6\u3081\u3001**\u7269\u4ef6\u756a\u53f7\u30fb\u56f3\u66f8\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u30fb\u5206\u91ce\u306e4\u9805\u76ee\u30921\u30d5\u30a1\u30a4\u30eb\u305a\u3064\u4ed8\u3051\u307e\u3059\u3002** \u3042\u308f\u305b\u3066\u3001\u7ba1\u7406\u306e\u59d4\u8a17\u5951\u7d04\u3067\u56f3\u66f8\u3092\u30af\u30e9\u30a6\u30c9\u306b\u7f6e\u3044\u3066\u3088\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u554f\u3067\u8a66\u3059**\n\n\u6280\u8853\u62c5\u5f53\u304c\u904e\u53bb\u306b\u53d7\u3051\u305f\u8cea\u554f20\u554f\u3092\u30011\u68df\u305a\u3064\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u805e\u304d\u307e\u3059\u3002**\u7ae3\u5de5\u6642\u306e\u5024\u3092\u73fe\u6cc1\u3068\u3057\u3066\u7b54\u3048\u3066\u3044\u306a\u3044\u304b\u3001\u8a08\u7b97\u3092\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b**\n\n\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u3068\u30c1\u30e3\u30f3\u30af\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u305f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u30013\u68df\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u7269\u4ef6\u756a\u53f7\u306e\u7d5e\u308a\u8fbc\u307f\u3067\u5225\u306e\u7269\u4ef6\u304c\u6df7\u3056\u3089\u306a\u3044\u3053\u3068**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u9632\u72af\u306e\u56f3\u66f8\u306e\u9664\u5916\u3068\u3001\u56de\u3057\u5148\u3092\u6c7a\u3081\u308b**\n\n\u53d6\u308a\u8fbc\u307e\u306a\u3044\u56f3\u66f8\u306e\u4e00\u89a7\u3068\u3001\u6280\u8853\u62c5\u5f53\u3078\u56de\u3059\u8cea\u554f\u306e\u8a00\u3044\u56de\u3057\u306e\u8f9e\u66f8\u3092\u4f5c\u308a\u307e\u3059\u3002**\u6280\u8853\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217\u3092\u3001\u8868\u3067\u4f5c\u308a\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u304c `servingConfigs\/default_search:answer` \u3067\u547c\u3073\u51fa\u3055\u308c\u3001`searchSpec.searchParams` \u306e `filter`\u30fb`maxReturnResults`\u3001`answerGenerationSpec` \u306e `promptSpec.preamble`\u30fb`includeCitations`\u30fb`ignoreLowRelevantContent`\u30fb`answerLanguageCode` \u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u5fdc\u7b54\u306b `citations`\uff08`startIndex`\u30fb`endIndex` \u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u5358\u4f4d\uff09\u3068 `references`\uff08\u30c1\u30e3\u30f3\u30af\u306e\u672c\u6587\u3001\u6587\u66f8\u306e `uri`\u30fb`title`\uff09\u304c\u8fd4\u308b\u3053\u3068\u3002`NO_RELEVANT_CONTENT`\u30fb`LOW_GROUNDED_CONTENT` \u306a\u3069\u304c `answerSkippedReasons` \u306b\u8fd4\u308b\u3053\u3068\u3002`groundingSpec` \u306e `filteringLevel` \u306b `FILTERING_LEVEL_HIGH` \u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002`maxReturnResults` \u304c\u65e2\u5b9a10\u30fb\u4e0a\u965025\u3067\u3042\u308b\u3053\u3068\u3002`modelSpec.modelVersion` \u3067\u30e2\u30c7\u30eb\u3092\u6307\u5b9a\u3067\u304d\u3001\u30b5\u30f3\u30d7\u30eb\u306b `gemini-2.5-flash\/answer_gen\/stable` \u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u3053\u3068 | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-12 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u304c PDF \u306e\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u6587\u66f8\u306bOCR\u3092\u304b\u3051\u3089\u308c\u308b\u3053\u3068\u3002RAG \u5411\u3051\u306e\u30c1\u30e3\u30f3\u30af\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u305f\u3068\u304d\u3060\u3051\u9078\u3079\u308b\u3053\u3068\u3002`chunkSize` 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