{"id":15079,"date":"2026-10-09T14:12:16","date_gmt":"2026-10-09T05:12:16","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/lab-analysis-method-search\/"},"modified":"2026-10-09T14:12:16","modified_gmt":"2026-10-09T05:12:16","slug":"lab-analysis-method-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/lab-analysis-method-search\/","title":{"rendered":"\u7814\u7a76\u6240\u306e\u5206\u6790\u62c5\u5f53\u304b\u3089\u51fa\u308b\u300c\u3053\u306e\u8a66\u6599\u306f\u3069\u306e\u6761\u4ef6\u3067\u6e2c\u3063\u305f\u304b\u300d\u300c\u3053\u306e\u5206\u6790\u306b\u4f7f\u3048\u308b\u30e1\u30bd\u30c3\u30c9\u306f\u3042\u308b\u304b\u300d\u306e\u8cea\u554f\u306b\u3001\u904e\u53bb\u306e\u5206\u6790\u30e1\u30bd\u30c3\u30c9\u30fb\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u30fb\u5206\u6790\u5831\u544a\u66f8\u3092\u6839\u62e0\u306b\u7b54\u3048\u3001\u8a72\u5f53\u304c\u7121\u3044\u3082\u306e\u3092\u5206\u6790\u306e\u8cac\u4efb\u8005\u3078\u56de\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u7814\u7a76\u54e1\u3084\u5206\u6790\u62c5\u5f53\u304b\u3089\u51fa\u308b\u300c\u3053\u306e\u8a66\u6599\u306f\u3069\u306e\u6761\u4ef6\u3067\u6e2c\u3063\u305f\u304b\u300d\u300c\u3053\u306e\u5206\u6790\u306b\u4f7f\u3048\u308b\u30e1\u30bd\u30c3\u30c9\u306f\u3042\u308b\u304b\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u3001\u5206\u6790\u5831\u544a\u66f8\u30fb\u5206\u6790\u30e1\u30bd\u30c3\u30c9\u30fb\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u307e\u3059\u3002\u5f53\u3066\u306f\u307e\u308b\u8a18\u9332\u304c\u7121\u3044\u8cea\u554f\u306f\u5206\u6790\u306e\u8cac\u4efb\u8005\u3078\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1201","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-09","tech_verified_date":"2026-10-09","trigger":"**\u8d77\u70b9\u306f\u3001\u7814\u7a76\u54e1\u304b\u5206\u6790\u62c5\u5f53\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u306f\u793e\u5185\u306e ID \u3067\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u7814\u7a76\u6240\u306e\u4eba\u3060\u3051\u304c\u4f7f\u3044\u307e\u3059\u3002**\u9001\u4fe1\u306e\u524d\u306b\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3092\u300c\u904e\u53bb\u306e\u6e2c\u5b9a\u300d\u300c\u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\u300d\u306e2\u3064\u304b\u3089\u9078\u3070\u305b\u307e\u3059\u3002**\n\n**\u904e\u53bb\u306e\u6e2c\u5b9a\u3067\u306f\u3001\u4f9d\u983c\u756a\u53f7\u304b\u8a66\u6599\u756a\u53f7\u3092\u5165\u308c\u308b\u6b04\u3092\u7f6e\u304d\u307e\u3059\u3002** \u5206\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u3067\u3082\u3088\u304f\u3001\u305d\u306e\u5834\u5408\u306f\u8a66\u6599\u306e\u547c\u3073\u540d\u3068\u6642\u671f\u3092\u66f8\u3044\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\u756a\u53f7\u304c\u5165\u3063\u3066\u3044\u308c\u3070\u3001\u691c\u7d22\u306e\u524d\u306b\u53d7\u4ed8\u53f0\u5e33\u3067\u4f9d\u983c\u3092\u7279\u5b9a\u3067\u304d\u3001\u805e\u304d\u8fd4\u3057\u304c\u8981\u308a\u307e\u305b\u3093\u3002** \u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\u3067\u306f\u3001\u6e2c\u308a\u305f\u3044\u7269\u8cea\u3001\u8a66\u6599\u306e\u5f62\u614b\u3001\u304a\u304a\u3088\u305d\u306e\u6fc3\u5ea6\u306e\u7bc4\u56f2\u3092\u66f8\u304f\u6b04\u3092\u7f6e\u304d\u307e\u3059\u3002\n\n**\u5225\u306e\u8a66\u6599\u306e\u8a71\u306b\u79fb\u3063\u305f\u3089\u3001\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u59cb\u3081\u307e\u3059\u3002** \u524d\u306e\u8a66\u6599\u306e\u6761\u4ef6\u304c\u7b54\u3048\u306b\u6df7\u3056\u308b\u304b\u3089\u3067\u3059\u3002\n\n**\u7d22\u5f15\u306e\u66f4\u65b0\u306f\u5225\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u5206\u6790\u5831\u544a\u66f8\u304c\u627f\u8a8d\u3055\u308c\u3066\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u306b\u7f6e\u304b\u308c\u305f\u3068\u304d\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u6539\u8a02\u3084\u5ec3\u6b62\u304c\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u627f\u8a8d\u3055\u308c\u305f\u3068\u304d\u306b\u3001\u305d\u306e\u6587\u66f8\u3060\u3051\u3092\u5165\u308c\u76f4\u3057\u307e\u3059\u3002**\u30e1\u30bd\u30c3\u30c9\u306e\u5ec3\u6b62\u306f\u3001\u691c\u7d22\u306b\u53cd\u6620\u3055\u308c\u308b\u307e\u3067\u306e\u9593\u306b\u53e4\u3044\u7248\u304c\u300c\u6709\u52b9\u300d\u3068\u3057\u3066\u8fd4\u308b\u5fc3\u914d\u304c\u3042\u308b\u306e\u3067\u3001\u627f\u8a8d\u3068\u540c\u6642\u306b\u5165\u308c\u76f4\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u8cea\u554f\u306e\u7a2e\u985e\u3001\u672c\u6587\u3001\u4f9d\u983c\u756a\u53f7\u30fb\u8a66\u6599\u756a\u53f7\uff08\u3042\u308c\u3070\uff09\u3001\u6e2c\u308a\u305f\u3044\u7269\u8cea\u3068\u6fc3\u5ea6\u306e\u7bc4\u56f2 | \u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8 |\n| \u5206\u6790\u5831\u544a\u66f8 | \u4f9d\u983c\u756a\u53f7\u3001\u8a66\u6599\u756a\u53f7\u3001\u4f7f\u3063\u305f\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u3001\u88c5\u7f6e\u306e\u756a\u53f7\u3001\u6e2c\u5b9a\u6761\u4ef6\u3001\u7d50\u679c\u3001\u6e2c\u5b9a\u65e5 | \u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\uff08PDF\uff09 |\n| \u5206\u6790\u30e1\u30bd\u30c3\u30c9 | 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\u4f9d\u983c\u756a\u53f7\u3001\u8a66\u6599\u756a\u53f7\u3001\u8a66\u6599\u306e\u547c\u3073\u540d\u3001\u4f9d\u983c\u3057\u305f\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u3001\u30c6\u30fc\u30de\u306e\u533a\u5206 | \u5206\u6790\u4f9d\u983c\u306e\u53d7\u4ed8\u53f0\u5e33 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5831\u544a\u66f8\u306e\u300c\u4f7f\u3063\u305f\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u300d\u306e\u6b04\u3067\u3059\u3002** \u3053\u306e\u6b04\u304c\u7a7a\u306e\u5831\u544a\u66f8\u306f\u3001\u3069\u306e\u7248\u3067\u6e2c\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u305a\u3001\u5f53\u6642\u306e\u6761\u4ef6\u3092\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002**\u53e4\u3044\u5831\u544a\u66f8\u3067\u3053\u306e\u6b04\u304c\u7121\u3044\u3082\u306e\u306f\u3001\u6e2c\u5b9a\u65e5\u3068\u3001\u305d\u306e\u65e5\u306b\u6709\u52b9\u3060\u3063\u305f\u7248\u3092\u7167\u3089\u3057\u3066\u88dc\u3046\u8868\u3092\u5225\u306b\u4f5c\u308a\u307e\u3059\u3002**\n\n**\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u306f\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u672c\u6587\u3068\u5206\u3051\u3066\u6301\u3061\u307e\u3059\u3002** \u30e1\u30bd\u30c3\u30c9\u306e\u672c\u6587\u306b\u306f\u300c\u30ab\u30e9\u30e0\u6e29\u5ea6 40\u2103\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001\u88c5\u7f6e\u3054\u3068\u306e\u6761\u4ef6\u8868\u306b\u306f\u5b9f\u969b\u306e\u30ab\u30e9\u30e0\u306e\u54c1\u756a\u3084\u6e29\u5ea6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u540c\u3058\u30e1\u30bd\u30c3\u30c9\u3067\u3082\u88c5\u7f6e\u304c\u9055\u3048\u3070\u8a2d\u5b9a\u304c\u9055\u3046\u306e\u3067\u3001\u7b54\u3048\u306b\u306f\u88c5\u7f6e\u306e\u756a\u53f7\u3092\u5fc5\u305a\u6dfb\u3048\u307e\u3059\u3002**","data_source":"**\u5831\u544a\u66f8\u3068\u30e1\u30bd\u30c3\u30c9\u306f\u3001\u6587\u66f8\u3054\u3068\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u3066 Cloud Storage \u306b\u7f6e\u304d\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u306e\u5f62\u30671\u884c1\u6587\u66f8\u3068\u3057\u3001`id`\u3001`structData`\uff08\u9805\u76ee\u3068\u5024\uff09\u3001`content`\uff08`mimeType` \u3068 Cloud Storage \u306e `uri`\uff09\u3092\u66f8\u304d\u307e\u3059\u30021\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u30011\u56de\u306b10\u4e07\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u53d6\u308a\u8fbc\u3081\u307e\u3059\u3002\n\n| \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee | \u4f8b | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| `doc_type` | report\uff0fmethod\uff0finstrument_sheet | \u8cea\u554f\u306e\u7a2e\u985e\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n| `method_id`\u30fb`method_version` | M-LC-0123\u30fb5 | \u7248\u306e\u53d6\u308a\u9055\u3048\u3092\u9632\u3050 |\n| `method_status` | effective\uff0fretired\uff0fsuperseded | \u6709\u52b9\u306a\u7248\u3060\u3051\u306b\u7d5e\u308b |\n| `request_id`\u30fb`sample_id` | A-2025-1187\u30fbS-0442 | \u904e\u53bb\u306e\u6e2c\u5b9a\u306e\u7279\u5b9a |\n| `instrument_id` | LC-07 | \u88c5\u7f6e\u3054\u3068\u306e\u8a2d\u5b9a\u306e\u7279\u5b9a |\n| `measured_on` | 2025-10-14 | \u6642\u671f\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n| `acl_info` | \u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u306e\u30b0\u30eb\u30fc\u30d7 | \u898b\u305b\u308b\u4eba\u306e\u7dda\u5f15\u304d |\n\n**`method_status` \u306a\u3069\u306e\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u306f\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001`ANY()` \u3067\u6587\u5b57\u306e\u5024\u306e\u4e00\u81f4\u3001\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3067\u6570\u5024\u3068\u65e5\u4ed8\u3001`AND`\uff0f`OR` \u3068 `NOT` \u3067\u7d44\u307f\u5408\u308f\u305b\u304c\u3067\u304d\u307e\u3059\u3002\u65e5\u4ed8\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3067\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u7d5e\u308a\u8fbc\u307f |\n|:--|:--|\n| \u904e\u53bb\u306e\u6e2c\u5b9a\uff08\u756a\u53f7\u3042\u308a\uff09 | `request_id: ANY(\"A-2025-1187\")` \u3068\u3001\u5831\u544a\u66f8\u306b\u66f8\u304b\u308c\u305f `method_id` \u3068 `method_version` \u306e\u7d44 |\n| \u904e\u53bb\u306e\u6e2c\u5b9a\uff08\u756a\u53f7\u306a\u3057\uff09 | `doc_type: ANY(\"report\")` \u3068\u3001\u6642\u671f\u306e\u7bc4\u56f2 `measured_on >= \"2025-09-01\"` |\n| \u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a | `doc_type: ANY(\"method\", \"instrument_sheet\") AND method_status: ANY(\"effective\")` |\n\n**\u904e\u53bb\u306e\u6e2c\u5b9a\u3067\u306f\u3001\u5831\u544a\u66f8\u3092\u5148\u306b\u5f15\u304d\u3001\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u7248\u30672\u56de\u76ee\u306e\u691c\u7d22\u3092\u3057\u307e\u3059\u3002** 1\u56de\u76ee\u3067\u5831\u544a\u66f8\u3092\u7279\u5b9a\u3057\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5831\u544a\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304b\u3089 `method_id` \u3068 `method_version` \u3092\u8aad\u307f\u30012\u56de\u76ee\u3067\u305d\u306e\u7248\u306e\u30e1\u30bd\u30c3\u30c9\u3068\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u306b\u7d5e\u308a\u307e\u3059\u3002**\u751f\u6210AI\u306b\u300c\u3053\u306e\u5831\u544a\u66f8\u306e\u7248\u3092\u63a2\u3057\u3066\u300d\u3068\u983c\u307e\u305a\u3001\u7248\u306e\u6307\u5b9a\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002**","preprocessing":"1. **\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u8aad\u3080** \u2026 \u5831\u544a\u66f8\u30fb\u30e1\u30bd\u30c3\u30c9\u30fb\u6761\u4ef6\u8868\u3092\u3001\u8868\u3068\u898b\u51fa\u3057\u3092\u691c\u51fa\u3059\u308b\u30d1\u30fc\u30b5\u30fc\u3067\u53d6\u308a\u8fbc\u307f\u307e\u3059\n2. **\u898b\u51fa\u3057\u3092\u5206\u5272\u306b\u4ed8\u3051\u308b** \u2026 \u30e1\u30bd\u30c3\u30c9\u306e\u9014\u4e2d\u306e\u6bb5\u843d\u306b\u3082\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u898b\u51fa\u3057\u304c\u4ed8\u304f\u3088\u3046\u306b\u3057\u307e\u3059\n3. **\u5206\u5272\u306e\u5927\u304d\u3055\u3092\u6c7a\u3081\u308b** \u2026 \u6761\u4ef6\u306e\u8868\u304c\u9014\u4e2d\u3067\u5207\u308c\u306a\u3044\u5927\u304d\u3055\u306b\u3057\u307e\u3059\n4. **\u53e4\u3044\u5831\u544a\u66f8\u306e\u7248\u3092\u88dc\u3046** \u2026 \u7248\u306e\u6b04\u304c\u7121\u3044\u5831\u544a\u66f8\u306f\u3001\u6e2c\u5b9a\u65e5\u3068\u305d\u306e\u65e5\u306b\u6709\u52b9\u3060\u3063\u305f\u7248\u306e\u8868\u304b\u3089\u88dc\u3044\u3001\u88dc\u3063\u305f\u3053\u3068\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u6b8b\u3057\u307e\u3059\n5. **\u547c\u3073\u540d\u3092\u305d\u308d\u3048\u308b** \u2026 \u8a66\u6599\u306e\u547c\u3073\u540d\u3068\u8a66\u6599\u756a\u53f7\u306e\u5bfe\u5fdc\u3092\u53d7\u4ed8\u53f0\u5e33\u304b\u3089\u4f5c\u308a\u3001\u8cea\u554f\u306e\u547c\u3073\u540d\u3092\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3066\u63a2\u3057\u307e\u3059\n6. **\u30b9\u30ad\u30e3\u30f3\u306e\u5831\u544a\u66f8\u3092\u78ba\u304b\u3081\u308b** \u2026 \u53e4\u3044\u7d19\u306e\u5831\u544a\u66f8\u306e\u30b9\u30ad\u30e3\u30f3\u306f\u3001\u6570\u5024\u304c\u8aad\u3081\u3066\u3044\u308b\u304b\u309220\u4ef6\u307b\u3069\u629c\u304d\u51fa\u3057\u3066\u78ba\u304b\u3081\u307e\u3059\n\n**1\u756a\u76ee\u30682\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u306f PDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u3092\u6271\u3044\u3001\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u306a\u3069\u3092\u691c\u51fa\u3057\u307e\u3059\u3002**\u5206\u5272\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a\u306f500\uff09\u3067\u3001`includeAncestorHeadings` \u306f\u65e2\u5b9a\u3067\u7121\u52b9\u3001\u5206\u5272\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u5f8c\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u30d1\u30fc\u30b5\u30fc\u3092\u5f8c\u304b\u3089\u5909\u3048\u3066\u3082\u3001\u3059\u3067\u306b\u53d6\u308a\u8fbc\u3093\u3060\u6587\u66f8\u306f\u8aad\u307f\u76f4\u3055\u308c\u307e\u305b\u3093\u3002**\u30e1\u30bd\u30c3\u30c9\u306e\u9014\u4e2d\u306e\u6761\u4ef6\u306e\u6bb5\u843d\u306b\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3068\u3001\u3069\u306e\u30e1\u30bd\u30c3\u30c9\u306e\u6761\u4ef6\u304b\u5206\u304b\u3089\u306a\u3044\u5f15\u7528\u304c\u8fd4\u308a\u307e\u3059\u3002** `includeAncestorHeadings` \u306f\u5fc5\u305a\u6709\u52b9\u306b\u3057\u307e\u3059\u3002","ai_processing":"**\u691c\u7d22\u3068\u56de\u7b54\u306e\u4f5c\u6210\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306b\u4efb\u305b\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6e21\u3059\u306e\u306f\u3001\u8cea\u554f\u306e\u6587\u3001\u7d5e\u308a\u8fbc\u307f\u3001\u524d\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3001\u6307\u793a\u306e\u524d\u7f6e\u304d\uff08`preamble`\uff09\u3067\u3059\u3002\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u7b54\u3048\u306e\u6587\u3054\u3068\u306b\u5f15\u7528\u3092\u4ed8\u3051\u308b\u3002\u65e2\u5b9a\u306f\u7121\u52b9 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u306f\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u3042\u3044\u3055\u3064\u3084\u96d1\u8ac7\u306b\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044 |\n| `groundingSpec` \u306e `filteringLevel` | `FILTERING_LEVEL_HIGH` | \u6839\u62e0\u306e\u5f31\u3044\u7b54\u3048\u3092\u843d\u3068\u3059 |\n| `includeGroundingSupports` | \u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b |\n| `maxReturnResults` | 10 | \u65e2\u5b9a\u306f10\u3001\u4e0a\u9650\u306f25 |\n\n**\u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u3001answer \u306f\u7b54\u3048\u306e\u4ee3\u308f\u308a\u306b\u7406\u7531\u3092\u8fd4\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`ignoreLowRelevantContent` \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u95a2\u9023\u306e\u8584\u3044\u3068\u304d\u306b `NO_RELEVANT_CONTENT`\u3001`FILTERING_LEVEL_HIGH` \u306e\u57fa\u6e96\u306b\u5c4a\u304b\u306a\u3044\u3068\u304d\u306b `LOW_GROUNDED_CONTENT` \u304c `answerSkippedReasons` \u306b\u5165\u308a\u307e\u3059\u3002**\u3053\u306e2\u3064\u306f\u300c\u5f53\u3066\u306f\u307e\u308b\u8a18\u9332\u304c\u7121\u3044\u300d\u3068\u3057\u3066\u3001\u5206\u6790\u306e\u8cac\u4efb\u8005\u3078\u56de\u3059\u5408\u56f3\u306b\u3057\u307e\u3059\u3002**\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\u306f\u30013\u3064\u306b\u9650\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u5f53\u3066\u306f\u307e\u308b\u6587\u66f8\u306e\u7279\u5b9a | \u5831\u544a\u66f8\u306a\u3089\u4f9d\u983c\u756a\u53f7\u3068\u8a66\u6599\u756a\u53f7\u3001\u30e1\u30bd\u30c3\u30c9\u306a\u3089\u756a\u53f7\u3068\u7248 |\n| \u6761\u4ef6\u306e\u5f15\u7528 | \u88c5\u7f6e\u306e\u756a\u53f7\u3001\u30ab\u30e9\u30e0\u3001\u6e29\u5ea6\u3001\u6d41\u91cf\u3001\u691c\u51fa\u306e\u8a2d\u5b9a\u3092\u539f\u6587\u306e\u307e\u307e |\n| \u9069\u7528\u7bc4\u56f2\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b | \u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\u3067\u3001\u7269\u8cea\u3068\u6fc3\u5ea6\u306e\u7bc4\u56f2\u304c\u30e1\u30bd\u30c3\u30c9\u306e\u9069\u7528\u7bc4\u56f2\u306b\u5165\u308b\u304b\u3001\u539f\u6587\u306e\u8a18\u8f09\u3092\u793a\u3059 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u65b0\u3057\u3044\u6761\u4ef6\u306e\u63d0\u6848 | \u6761\u4ef6\u3092\u6c7a\u3081\u308b\u306e\u306f\u5206\u6790\u306e\u8cac\u4efb\u8005\u3002\u30e1\u30bd\u30c3\u30c9\u306e\u59a5\u5f53\u6027\u306e\u78ba\u8a8d\u304c\u8981\u308b |\n| \u6761\u4ef6\u306e\u8981\u7d04\u3084\u4e38\u3081 | \u6570\u5024\u3092\u66f8\u304d\u63db\u3048\u308b\u3068\u3001\u5225\u306e\u6761\u4ef6\u306b\u306a\u308b |\n| \u7248\u306e\u63a8\u5b9a | \u7248\u306f\u5831\u544a\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u308b |\n| \u9069\u7528\u7bc4\u56f2\u306e\u5916\u3078\u306e\u62e1\u5f35 | \u300c\u304a\u305d\u3089\u304f\u6e2c\u308c\u308b\u300d\u3068\u66f8\u304b\u305b\u306a\u3044 |\n\n**1\u884c\u76ee\u30684\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u9069\u7528\u7bc4\u56f2\u304c\u300c0.1\u301c10%\u300d\u306e\u30e1\u30bd\u30c3\u30c9\u306b\u3064\u3044\u3066\u300c0.01%\u3092\u6e2c\u308c\u308b\u304b\u300d\u3068\u805e\u304f\u3068\u3001\u751f\u6210AI\u306f\u300c\u611f\u5ea6\u3092\u4e0a\u3052\u308c\u3070\u6e2c\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u66f8\u304d\u304c\u3061\u3067\u3059\u3002**\u305d\u308c\u306f\u65b0\u3057\u3044\u30e1\u30bd\u30c3\u30c9\u306e\u691c\u8a0e\u3067\u3001\u5206\u6790\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002**","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `promptSpec` \u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u7814\u7a76\u6240\u306e\u5206\u6790\u30bb\u30f3\u30bf\u30fc\u3067\u3001\u904e\u53bb\u306e\u5206\u6790\u306e\u8a18\u9332\u3068\u5206\u6790\u30e1\u30bd\u30c3\u30c9\u3092\n\u7814\u7a76\u54e1\u306b\u6848\u5185\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u691c\u7d22\u7d50\u679c\uff08\u5206\u6790\u5831\u544a\u66f8\u3001\u5206\u6790\u30e1\u30bd\u30c3\u30c9\u3001\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\uff09\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\n\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u6700\u521d\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u5831\u544a\u66f8\u306a\u3089\u4f9d\u983c\u756a\u53f7\u3068\u8a66\u6599\u756a\u53f7\u3001\u30e1\u30bd\u30c3\u30c9\u306a\u3089\u756a\u53f7\u3068\u7248\u3001\u6761\u4ef6\u8868\u306a\u3089\u88c5\u7f6e\u306e\u756a\u53f7\u3002\n2. \u6761\u4ef6\u306f\u3001\u691c\u7d22\u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6570\u5024\u3068\u5358\u4f4d\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u4e38\u3081\u305f\u308a\u3001\u5358\u4f4d\u3092\u63db\u7b97\u3057\u305f\u308a\u3001\u7bc4\u56f2\u3092\u307e\u3068\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n3. \u300c\u3053\u308c\u304b\u3089\u6e2c\u308c\u308b\u304b\u300d\u306e\u8cea\u554f\u3067\u306f\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u9069\u7528\u7bc4\u56f2\u306e\u8a18\u8f09\u3092\u793a\u3057\u3001\n   \u8cea\u554f\u306e\u7269\u8cea\u3068\u6fc3\u5ea6\u304c\u305d\u306e\u7bc4\u56f2\u306b\u5165\u308b\u304b\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u6761\u4ef6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\n  \u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65b0\u3057\u3044\u6761\u4ef6\u3084\u3001\u30e1\u30bd\u30c3\u30c9\u3092\u5909\u3048\u308c\u3070\u6e2c\u308c\u308b\u3068\u3044\u3063\u305f\u63d0\u6848\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9069\u7528\u7bc4\u56f2\u306e\u5916\u306e\u3082\u306e\u3092\u300c\u6e2c\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u7bc4\u56f2\u306e\u5916\u306a\u3089\u300c\u9069\u7528\u7bc4\u56f2\u306e\u5916\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8907\u6570\u306e\u7248\u306e\u30e1\u30bd\u30c3\u30c9\u304c\u898b\u3064\u304b\u3063\u3066\u3082\u3001\u7248\u3092\u6df7\u305c\u3066\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5225\u306e\u8a66\u6599\u3084\u5225\u306e\u4f9d\u983c\u306e\u6761\u4ef6\u3092\u3001\u3053\u306e\u8cea\u554f\u306e\u7b54\u3048\u306b\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7814\u7a76\u30c6\u30fc\u30de\u306e\u5185\u5bb9\u3084\u3001\u8a66\u6599\u306e\u7d44\u6210\u306b\u3064\u3044\u3066\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001mL\/min \u3092 \u00b5L\/min \u306b\u76f4\u3057\u305f\u308a\u3001\u2103\u306e\u7bc4\u56f2\u3092\u4e2d\u592e\u306e\u5024\u306b\u307e\u3068\u3081\u305f\u308a\u3057\u307e\u3059\u3002** \u3069\u308c\u3082\u6b63\u3057\u3044\u8a08\u7b97\u3067\u3082\u3001**\u539f\u6587\u3068\u898b\u6bd4\u3079\u305f\u3068\u304d\u306b\u4e00\u81f4\u3057\u306a\u304f\u306a\u308a\u3001\u78ba\u304b\u3081\u308b\u6642\u9593\u304c\u5897\u3048\u307e\u3059\u3002**","output_data":"**answer \u306e\u5fdc\u7b54\u304b\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u7d44\u307f\u7acb\u3066\u3066\u30c1\u30e3\u30c3\u30c8\u3078\u8fd4\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u5fdc\u7b54\u306e `citations` \u306b\u7b54\u3048\u306e\u4e2d\u306e\u4f4d\u7f6e\uff08`startIndex`\u30fb`endIndex`\uff09\u3068\u51fa\u5178\u306e\u53c2\u7167\u304c\u5165\u308a\u3001`references` \u306b\u5206\u5272\u306e\u672c\u6587\uff08`chunkInfo` \u306e `content`\uff09\u3068\u6587\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\uff08`uri`\u30fb`title`\uff09\u304c\u5165\u308a\u307e\u3059\u3002**\u4f4d\u7f6e\u306f\u6587\u5b57\u3067\u306f\u306a\u304f UTF-8 \u306e\u30d0\u30a4\u30c8\u3067\u6570\u3048\u3089\u308c\u308b**\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u7b54\u3048\u3092\u5207\u308a\u51fa\u3059\u3068\u304d\u306f\u30d0\u30a4\u30c8\u5217\u3067\u6271\u3044\u307e\u3059\u3002\n\n```json\n{\n  \"question_id\": \"\",\n  \"question_type\": \"past_measurement | new_measurement\",\n  \"answer_text\": \"\",\n  \"sources\": [\n    {\n      \"doc_type\": \"report | method | instrument_sheet\",\n      \"doc_id\": \"\",\n      \"method_id\": \"\",\n      \"method_version\": \"\",\n      \"method_status\": \"effective | retired | superseded\",\n      \"instrument_id\": \"\",\n      \"quoted_text\": \"\"\n    }\n  ],\n  \"number_check\": \"passed | failed\",\n  \"route\": \"answered | escalate\",\n  \"escalate_reason\": \"no_record | low_grounding | number_mismatch | out_of_range | retired_only\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`number_check` \u3092\u7b54\u3048\u306e\u5916\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001`answer_text` \u306b\u51fa\u3066\u304f\u308b\u6570\u5024\u3068\u5358\u4f4d\u306e\u7d44\u3092\u53d6\u308a\u51fa\u3057\u3001`quoted_text`\uff08\u5f15\u7528\u3057\u305f\u5206\u5272\u306e\u672c\u6587\uff09\u306b\u540c\u3058\u7d44\u304c\u3042\u308b\u304b\u3092\u7167\u3089\u3057\u307e\u3059\u3002**1\u3064\u3067\u3082\u7121\u3051\u308c\u3070 `failed` \u306b\u3057\u3001\u7b54\u3048\u3092\u8fd4\u3055\u305a\u306b `escalate` \u306b\u3057\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`method_status` \u3092\u7b54\u3048\u306b\u898b\u305b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u904e\u53bb\u306e\u6e2c\u5b9a\u306e\u7b54\u3048\u306b\u5ec3\u6b62\u3057\u305f\u7248\u304c\u51fa\u3066\u304f\u308b\u306e\u306f\u6b63\u3057\u3044\u3053\u3068\u3067\u3059\u304c\u3001**\u8aad\u3080\u4eba\u304c\u300c\u3044\u307e\u3082\u4f7f\u3048\u308b\u300d\u3068\u53d6\u3089\u306a\u3044\u3088\u3046\u3001\u7248\u306e\u72b6\u614b\u3092\u7b54\u3048\u306e\u6a2a\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`escalate_reason` \u3067\u8cac\u4efb\u8005\u306e\u5f85\u3061\u884c\u5217\u3092\u4ed5\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u8a18\u9332\u304c\u7121\u3044\u306e\u304b\u3001\u7bc4\u56f2\u306e\u5916\u306a\u306e\u304b\u3001\u6570\u5024\u304c\u5408\u308f\u306a\u3044\u306e\u304b\u3067\u3001\u8cac\u4efb\u8005\u304c\u3059\u308b\u3053\u3068\u304c\u9055\u3044\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8 | \u8cea\u554f\u306e\u53d7\u3051\u53d6\u308a\u3068\u8fd4\u4e8b | \u8cea\u554f\u306e\u7a2e\u985e\u3068\u672c\u6587\u3092\u53d7\u3051\u3001\u7b54\u3048\u3092\u8fd4\u3059 |\n| \u53d7\u4ed8\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a | \u4f9d\u983c\u756a\u53f7\u30fb\u8a66\u6599\u756a\u53f7\u30fb\u547c\u3073\u540d\u306e\u5bfe\u5fdc\u3092\u5f15\u304f |\n| Agent Search \u306e answer \u30e1\u30bd\u30c3\u30c9 | \u8cea\u554f\u3057\u305f\u4eba\u306e\u6a29\u9650\u3067\u306e\u547c\u3073\u51fa\u3057 | \u7d5e\u308a\u8fbc\u307f\u3068\u524d\u7f6e\u304d\u3092\u4ed8\u3051\u3066\u7b54\u3048\u3092\u4f5c\u3089\u305b\u308b |\n| \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u627f\u8a8d\u306e\u901a\u77e5\u3068\u8aad\u307f\u53d6\u308a | \u30e1\u30bd\u30c3\u30c9\u306e\u6539\u8a02\u30fb\u5ec3\u6b62\u3092\u53d7\u3051\u3066\u5165\u308c\u76f4\u3059 |\n| \u5206\u6790\u306e\u8cac\u4efb\u8005\u306e\u5f85\u3061\u884c\u5217 | \u66f8\u304d\u8fbc\u307f | \u56de\u3059\u8cea\u554f\u3068\u691c\u7d22\u306e\u7d50\u679c\u3092\u6e21\u3059 |\n\n**answer \u306e\u547c\u3073\u51fa\u3057\u306f\u3001\u8cea\u554f\u3057\u305f\u4eba\u306e\u6a29\u9650\u3067\u884c\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u4f7f\u3046\u3068\u304d\u306f\u5229\u7528\u8005\u306e\u30b0\u30eb\u30fc\u30d7\u306b `discoveryengine.servingConfigs.answer` \u306a\u3069\u306e\u6a29\u9650\u3092\u6301\u3064\u30ab\u30b9\u30bf\u30e0\u306e\u30ed\u30fc\u30eb\u3092\u4ed8\u3051\u308b\u3053\u3068\u304c\u52e7\u3081\u3089\u308c\u3001\u793e\u5916\u306e ID \u57fa\u76e4\uff08Microsoft Entra ID \u306a\u3069\uff09\u306f Workforce Identity Federation \u3067\u3064\u306a\u304e\u307e\u3059\u3002**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6a29\u9650\u3067\u4ee3\u308f\u308a\u306b\u547c\u3076\u3068\u3001\u8cea\u554f\u3057\u305f\u4eba\u304c\u898b\u3089\u308c\u306a\u3044\u5831\u544a\u66f8\u304c\u7b54\u3048\u306b\u51fa\u307e\u3059\u3002**","human_review":"1. **\u5f15\u7528\u306e\u78ba\u8a8d\uff08\u7814\u7a76\u54e1\uff09** \u2026 \u7b54\u3048\u306e\u5f15\u7528\u304b\u3089\u539f\u6587\u3092\u958b\u304d\u3001\u4f9d\u983c\u756a\u53f7\u30fb\u7248\u30fb\u88c5\u7f6e\u306e\u756a\u53f7\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u6761\u4ef6\u3092\u4f7f\u3044\u307e\u3059\n2. **\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3078\u306e\u56de\u7b54\uff08\u5206\u6790\u306e\u8cac\u4efb\u8005\uff09** \u2026 \u8a18\u9332\u304c\u7121\u3044\u3082\u306e\u3001\u7bc4\u56f2\u306e\u5916\u306e\u3082\u306e\u3001\u6570\u5024\u304c\u5408\u308f\u306a\u304b\u3063\u305f\u3082\u306e\u306b\u7b54\u3048\u307e\u3059\n3. **\u65b0\u3057\u3044\u6e2c\u5b9a\u306e\u53d7\u4ed8\uff08\u5206\u6790\u306e\u8cac\u4efb\u8005\uff09** \u2026 \u65e2\u5b58\u306e\u30e1\u30bd\u30c3\u30c9\u3067\u6e2c\u308c\u306a\u3044\u3082\u306e\u306f\u3001\u5206\u6790\u306e\u4f9d\u983c\u3068\u3057\u3066\u53d7\u3051\u307e\u3059\n4. **\u7b54\u3048\u306e\u5f53\u305f\u308a\u5916\u308c\uff08\u7814\u7a76\u54e1\uff09** \u2026 \u7b54\u3048\u304c\u5f79\u306b\u7acb\u3063\u305f\u304b\u3092\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30bf\u30f3\u3067\u6b8b\u3057\u307e\u3059\n\n**\u76ee\u5b89\u306f\u3001300\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u7814\u7a76\u54e1\u304c\u5f15\u7528\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b\u6642\u9593\u3068\u3001\u8cac\u4efb\u8005\u304c\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b\u6642\u9593\u3092\u5408\u308f\u305b\u305f\u5e73\u5747\u3067\u3059\u3002**\u56de\u308b\u8cea\u554f\u306f2\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u7248\u306e\u6b04\u304c\u8db3\u308a\u3066\u3044\u306a\u3044\u304b\u3001\u9069\u7528\u7bc4\u56f2\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\n\n**\u4eba\u304c\u6761\u4ef6\u3092\u4f7f\u3046\u524d\u306b\u539f\u6587\u3092\u958b\u304f\u3053\u3068\u306f\u3001\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6570\u5024\u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3063\u3066\u3044\u307e\u3059\u304c\u3001**\u7167\u5408\u3067\u304d\u308b\u306e\u306f\u300c\u5f15\u7528\u3057\u305f\u7b87\u6240\u306b\u305d\u306e\u6570\u5024\u304c\u3042\u308b\u304b\u300d\u307e\u3067\u3067\u3001\u305d\u306e\u7b87\u6240\u304c\u8cea\u554f\u306e\u8a66\u6599\u306e\u8a18\u9332\u304b\u3069\u3046\u304b\u306f\u4eba\u304c\u898b\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5f53\u3066\u306f\u307e\u308b\u8a18\u9332\u304c\u7121\u3044\uff08`NO_RELEVANT_CONTENT`\uff09 | \u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u8fd4\u3057\u3001\u8cac\u4efb\u8005\u3078\u56de\u3059\u3002**\u7121\u7406\u306b\u8fd1\u3044\u3082\u306e\u3092\u4e26\u3079\u306a\u3044** |\n| \u6839\u62e0\u304c\u5f31\u3044\uff08`LOW_GROUNDED_CONTENT`\uff09 | \u7b54\u3048\u3092\u8fd4\u3055\u305a\u3001\u691c\u7d22\u306e\u7d50\u679c\u306e\u6587\u66f8\u540d\u3060\u3051\u3092\u6dfb\u3048\u3066\u8cac\u4efb\u8005\u3078\u56de\u3059 |\n| \u7b54\u3048\u306e\u6570\u5024\u304c\u5f15\u7528\u306b\u7121\u3044 | `number_mismatch` \u3067\u8cac\u4efb\u8005\u3078\u56de\u3059 |\n| \u4f9d\u983c\u756a\u53f7\u304c\u53d7\u4ed8\u53f0\u5e33\u306b\u7121\u3044 | \u756a\u53f7\u306e\u6253\u3061\u9593\u9055\u3044\u3092\u7591\u3044\u3001\u8cea\u554f\u3057\u305f\u4eba\u306b\u805e\u304d\u8fd4\u3059 |\n| \u5831\u544a\u66f8\u306b\u7248\u306e\u6b04\u304c\u7121\u304f\u3001\u88dc\u3046\u8868\u3067\u3082\u6c7a\u307e\u3089\u306a\u3044 | \u5f53\u6642\u306e\u7248\u304c\u6c7a\u307e\u3089\u306a\u3044\u3001\u3068\u66f8\u3044\u3066\u8cac\u4efb\u8005\u3078\u56de\u3059 |\n| \u6709\u52b9\u306a\u7248\u304c\u7121\u304f\u3001\u5ec3\u6b62\u3057\u305f\u7248\u3060\u3051\u304c\u5f53\u305f\u308b | `retired_only` \u3067\u8cac\u4efb\u8005\u3078\u56de\u3059 |\n| \u8cea\u554f\u3057\u305f\u4eba\u306e\u30b0\u30eb\u30fc\u30d7\u304c\u5f15\u3051\u306a\u3044 | \u691c\u7d22\u3092\u3057\u306a\u3044\u3002**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6a29\u9650\u3067\u4ee3\u308f\u308a\u306b\u63a2\u3055\u306a\u3044** |\n| answer \u306e\u5fdc\u7b54\u304c\u5931\u6557\u3059\u308b | \u7a93\u53e3\u306e\u5206\u6790\u62c5\u5f53\u3078\u8cea\u554f\u3092\u305d\u306e\u307e\u307e\u56de\u3059 |\n\n**7\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u6b62\u3081\u65b9\u3067\u3059\u3002** \u30b0\u30eb\u30fc\u30d7\u304c\u5f15\u3051\u306a\u3044\u3068\u304d\u306b\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6a29\u9650\u3067\u63a2\u3059\u3068\u3001**\u305d\u306e1\u56de\u3060\u3051\u3001\u672a\u516c\u958b\u306e\u30c6\u30fc\u30de\u306e\u5831\u544a\u66f8\u304c\u5225\u306e\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u306b\u5c4a\u304d\u307e\u3059\u3002** \u5f15\u3051\u306a\u3051\u308c\u3070\u6b62\u3081\u307e\u3059\u3002","log_storage":"- \u53d7\u3051\u53d6\u3063\u305f\u8cea\u554f\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3001\u8cea\u554f\u3057\u305f\u4eba\u3001\u53d6\u308a\u51fa\u3057\u305f\u756a\u53f7\n- \u6e21\u3057\u305f\u7d5e\u308a\u8fbc\u307f\u3068\u524d\u7f6e\u304d\u3001answer \u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u7b54\u3048\u3001\u5f15\u7528\u3001\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3001`answerSkippedReasons`\uff09\n- \u6570\u5024\u306e\u7167\u5408\u306e\u7d50\u679c\u3068\u3001\u5408\u308f\u306a\u304b\u3063\u305f\u6570\u5024\n- \u8fd4\u3057\u305f\u7b54\u3048\u304b\u3001\u56de\u3057\u305f\u7406\u7531\n- \u7814\u7a76\u54e1\u304c\u4ed8\u3051\u305f\u5f53\u305f\u308a\u5916\u308c\u3068\u3001\u8cac\u4efb\u8005\u304c\u7b54\u3048\u305f\u5185\u5bb9\n\n**2\u884c\u76ee\u3067\u5fdc\u7b54\u306e\u5168\u6587\u3092\u6b8b\u3059\u306e\u306f\u3001\u7b54\u3048\u306e\u8aa4\u308a\u3092\u5f8c\u304b\u3089\u78ba\u304b\u3081\u308b\u305f\u3081\u3067\u3059\u3002** \u8aa4\u3063\u305f\u6761\u4ef6\u3067\u6e2c\u3063\u305f\u8a66\u6599\u304c\u5f8c\u3067\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u3001**\u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u7b87\u6240\u3092\u6839\u62e0\u306b\u7b54\u3048\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u540c\u3058\u8aa4\u308a\u304c\u4ed6\u306b\u3082\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\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":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":15,"assumption_frequency":300,"assumption_workdays":20,"volume_month":300,"before_minutes_per_case":20,"after_minutes_per_case":6,"hourly_cost":4000,"before_hours_month":100,"after_hours_month":30,"saved_hours_month":70,"reduction_rate":70,"saved_hours_year":840,"annual_cost_effect":3360000,"summary":"\u7814\u7a76\u54e1\u3084\u5206\u6790\u62c5\u5f53\u304b\u3089\u51fa\u308b\u300c\u3053\u306e\u8a66\u6599\u306f\u3069\u306e\u6761\u4ef6\u3067\u6e2c\u3063\u305f\u304b\u300d\u300c\u3053\u306e\u5206\u6790\u306b\u4f7f\u3048\u308b\u30e1\u30bd\u30c3\u30c9\u306f\u3042\u308b\u304b\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u3001\u5206\u6790\u5831\u544a\u66f8\u30fb\u5206\u6790\u30e1\u30bd\u30c3\u30c9\u30fb\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u307e\u3059\u3002\u5f53\u3066\u306f\u307e\u308b\u8a18\u9332\u304c\u7121\u3044\u8cea\u554f\u306f\u5206\u6790\u306e\u8cac\u4efb\u8005\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u7814\u7a76\u54e1\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u306b\u8cea\u554f\u3092\u66f8\u304f\uff08\u300c\u8a66\u4f5c\u54c1B\u306e\u5206\u5b50\u91cf\u3001\u524d\u56de\u306f\u3069\u306e\u6761\u4ef6\uff1f\u300d\uff09\n2. \u624b\u306e\u7a7a\u3044\u305f\u5206\u6790\u62c5\u5f53\u304c\u8cea\u554f\u3092\u8aad\u307f\u3001\u4f9d\u983c\u756a\u53f7\u3084\u8a66\u6599\u540d\u3001\u6642\u671f\u306e\u624b\u304c\u304b\u308a\u3092\u805e\u304d\u8fd4\u3059\n3. \u5206\u6790\u4f9d\u983c\u306e\u53d7\u4ed8\u53f0\u5e33\u3067\u4f9d\u983c\u756a\u53f7\u3092\u63a2\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3067\u5206\u6790\u5831\u544a\u66f8\u306ePDF\u3092\u958b\u304f\n4. \u5831\u544a\u66f8\u306b\u66f8\u304b\u308c\u305f\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u3092\u898b\u3066\u3001\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u305d\u306e\u7248\u306e\u30e1\u30bd\u30c3\u30c9\u3092\u958b\u304f\n5. \u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u3092\u958b\u304d\u3001\u305d\u306e\u30e1\u30bd\u30c3\u30c9\u306e\u88c5\u7f6e\u306e\u8a2d\u5b9a\u3092\u78ba\u304b\u3081\u308b\n6. \u300c\u4f7f\u3048\u308b\u30e1\u30bd\u30c3\u30c9\u306f\u3042\u308b\u304b\u300d\u306e\u8cea\u554f\u306f\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u4e00\u89a7\u3092\u5bfe\u8c61\u7269\u8cea\u3084\u6e2c\u5b9a\u9805\u76ee\u306e\u8a00\u8449\u3067\u63a2\u3057\u3001\u9069\u7528\u7bc4\u56f2\u3092\u8aad\u3080\n7. \u6761\u4ef6\u3092\u66f8\u304d\u5199\u3057\u3066\u8fd4\u4e8b\u3092\u66f8\u304f\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u88c5\u7f6e\u306b\u8a73\u3057\u3044\u5206\u6790\u62c5\u5f53\u306b\u805e\u304f\n\n**\uff08a\uff09\u8a00\u8449\u3068\u756a\u53f7\u304c\u5408\u308f\u306a\u3044\u3002** \u7814\u7a76\u54e1\u306f\u300c\u8a66\u4f5c\u54c1B\u300d\u300c\u6628\u5e74\u306e\u79cb\u306e\u8010\u71b1\u30b0\u30ec\u30fc\u30c9\u300d\u3068\u547c\u3073\u3001\u5831\u544a\u66f8\u306f\u8a66\u6599\u756a\u53f7\u3068\u4f9d\u983c\u756a\u53f7\u3067\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**3\u756a\u76ee\u3067\u4f9d\u983c\u3092\u7279\u5b9a\u3059\u308b\u307e\u3067\u306b\u3001\u805e\u304d\u8fd4\u3057\u3068\u53f0\u5e33\u306e\u691c\u7d22\u3067\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002**\n\n**\uff08b\uff09\u7248\u3092\u53d6\u308a\u9055\u3048\u308b\u3002** 4\u756a\u76ee\u3067\u3001\u5831\u544a\u66f8\u306b\u66f8\u304b\u308c\u305f\u7248\u3067\u306f\u306a\u304f\u3001\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u6700\u521d\u306b\u51fa\u3066\u304f\u308b\u6700\u65b0\u306e\u7248\u3092\u958b\u3044\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u6539\u8a02\u3067\u30ab\u30e9\u30e0\u306e\u54c1\u756a\u3084\u6e29\u5ea6\u304c\u5909\u308f\u3063\u3066\u3044\u308b\u3068\u3001\u300c\u524d\u56de\u306e\u6761\u4ef6\u300d\u3068\u3057\u3066\u9055\u3046\u6761\u4ef6\u3092\u8fd4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u77e5\u3063\u3066\u3044\u308b\u306e\u304c\u88c5\u7f6e\u3054\u3068\u306e\u30d9\u30c6\u30e9\u30f3\u3060\u3051\u3002** 6\u756a\u76ee\u306f\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u9069\u7528\u7bc4\u56f2\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u8a00\u8449\u3067\u63a2\u3057\u3066\u3082\u5f53\u305f\u308a\u307e\u305b\u3093\u3002**\u300c\u305d\u308c\u306a\u3089\u25cb\u25cb\u306e\u30e1\u30bd\u30c3\u30c9\u3092\u5c11\u3057\u5909\u3048\u308c\u3070\u6e2c\u308c\u308b\u300d\u3068\u8a00\u3048\u308b\u306e\u306f\u3001\u305d\u306e\u88c5\u7f6e\u3092\u9577\u304f\u62c5\u5f53\u3057\u305f\u4eba\u3060\u3051\u3067\u3059\u3002** \u305d\u306e\u4eba\u304c\u6e2c\u5b9a\u3067\u624b\u304c\u96e2\u305b\u306a\u3044\u3068\u3001\u8cea\u554f\u306f\u7fcc\u65e5\u307e\u3067\u5f85\u3061\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u7b54\u3048\u305f\u5185\u5bb9\u304c\u6b8b\u3089\u306a\u3044\u3002** **\u3069\u306e\u5831\u544a\u66f8\u3092\u6839\u62e0\u306b\u7b54\u3048\u305f\u304b\u304c\u6b8b\u3089\u305a\u3001\u540c\u3058\u8cea\u554f\u304c\u4f55\u5ea6\u3082\u6765\u307e\u3059\u3002**","before_flow_steps":["\u7814\u7a76\u54e1\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u306b\u8cea\u554f\u3092\u66f8\u304f\uff08\u300c\u8a66\u4f5c\u54c1B\u306e\u5206\u5b50\u91cf\u3001\u524d\u56de\u306f\u3069\u306e\u6761\u4ef6\uff1f\u300d\uff09","\u624b\u306e\u7a7a\u3044\u305f\u5206\u6790\u62c5\u5f53\u304c\u8cea\u554f\u3092\u8aad\u307f\u3001\u4f9d\u983c\u756a\u53f7\u3084\u8a66\u6599\u540d\u3001\u6642\u671f\u306e\u624b\u304c\u304b\u308a\u3092\u805e\u304d\u8fd4\u3059","\u5206\u6790\u4f9d\u983c\u306e\u53d7\u4ed8\u53f0\u5e33\u3067\u4f9d\u983c\u756a\u53f7\u3092\u63a2\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3067\u5206\u6790\u5831\u544a\u66f8\u306ePDF\u3092\u958b\u304f","\u5831\u544a\u66f8\u306b\u66f8\u304b\u308c\u305f\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u3092\u898b\u3066\u3001\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u305d\u306e\u7248\u306e\u30e1\u30bd\u30c3\u30c9\u3092\u958b\u304f","\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u3092\u958b\u304d\u3001\u305d\u306e\u30e1\u30bd\u30c3\u30c9\u306e\u88c5\u7f6e\u306e\u8a2d\u5b9a\u3092\u78ba\u304b\u3081\u308b","\u300c\u4f7f\u3048\u308b\u30e1\u30bd\u30c3\u30c9\u306f\u3042\u308b\u304b\u300d\u306e\u8cea\u554f\u306f\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u4e00\u89a7\u3092\u5bfe\u8c61\u7269\u8cea\u3084\u6e2c\u5b9a\u9805\u76ee\u306e\u8a00\u8449\u3067\u63a2\u3057\u3001\u9069\u7528\u7bc4\u56f2\u3092\u8aad\u3080","\u6761\u4ef6\u3092\u66f8\u304d\u5199\u3057\u3066\u8fd4\u4e8b\u3092\u66f8\u304f\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u88c5\u7f6e\u306b\u8a73\u3057\u3044\u5206\u6790\u62c5\u5f53\u306b\u805e\u304f"],"after_flow":"1. **\u3010\u4eba\u3011** \u7814\u7a76\u54e1\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u3001\u8cea\u554f\u306e\u7a2e\u985e\uff08\u904e\u53bb\u306e\u6e2c\u5b9a\uff0f\u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\uff09\u3092\u9078\u3073\u3001\u8cea\u554f\u3092\u66f8\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u8cea\u554f\u306e\u6587\u304b\u3089\u4f9d\u983c\u756a\u53f7\u30fb\u8a66\u6599\u756a\u53f7\u30fb\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3092\u53d6\u308a\u51fa\u3057\u3001\u53d7\u4ed8\u53f0\u5e33\u3068\u7167\u3089\u3059\n3. **\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u7d5e\u308a\u8fbc\u307f\u3092\u6c7a\u3081\u308b\uff08\u904e\u53bb\u306e\u6e2c\u5b9a\u306f\u5831\u544a\u66f8\u3068\u5f53\u6642\u306e\u7248\u3001\u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\u306f\u6709\u52b9\u306a\u7248\uff09\n4. **\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u3057\u305f\u4eba\u306e\u6a29\u9650\u3067\u3001\u5831\u544a\u66f8\u30fb\u30e1\u30bd\u30c3\u30c9\u30fb\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u3092\u63a2\u3057\u3066\u7b54\u3048\u3092\u4f5c\u3089\u305b\u3001\u5f15\u7528\u3092\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u7b54\u3048\u306b\u542b\u307e\u308c\u308b\u6570\u5024\u304c\u3001\u5f15\u7528\u3057\u305f\u7b87\u6240\u306e\u539f\u6587\u306b\u3042\u308b\u304b\u3092\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u6839\u62e0\u304c\u8db3\u308a\u306a\u3044\u7b54\u3048\u3068\u3001\u5f53\u3066\u306f\u307e\u308b\u8a18\u9332\u304c\u7121\u3044\u8cea\u554f\u3092\u5206\u6790\u306e\u8cac\u4efb\u8005\u306e\u5f85\u3061\u884c\u5217\u3078\u56de\u3059\n7. **\u3010\u4eba\u3011** \u7814\u7a76\u54e1\u304c\u5f15\u7528\u306e\u539f\u6587\u3092\u958b\u304d\u3001\u6761\u4ef6\u3092\u78ba\u304b\u3081\u3066\u4f7f\u3046\n8. **\u3010\u4eba\u3011** \u5206\u6790\u306e\u8cac\u4efb\u8005\u304c\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u3001\u65b0\u3057\u3044\u6761\u4ef6\u304c\u8981\u308b\u3082\u306e\u306f\u5206\u6790\u306e\u4f9d\u983c\u3068\u3057\u3066\u53d7\u3051\u308b\n\n**3\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u300c\u524d\u56de\u3069\u3046\u6e2c\u3063\u305f\u304b\u300d\u3092\u6709\u52b9\u306a\u7248\u3067\u7b54\u3048\u308b\u3068\u3001\u6539\u8a02\u5f8c\u306e\u6761\u4ef6\u3092\u524d\u56de\u306e\u6761\u4ef6\u3068\u3057\u3066\u8fd4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u8cea\u554f\u306e\u7a2e\u985e\u3092\u753b\u9762\u3067\u9078\u3070\u305b\u3001\u7d5e\u308a\u8fbc\u307f\u3092\u6a5f\u68b0\u7684\u306b\u5207\u308a\u66ff\u3048\u307e\u3059\u3002** \u751f\u6210AI\u306b\u8cea\u554f\u306e\u7a2e\u985e\u3092\u63a8\u5b9a\u3055\u305b\u308b\u3068\u3001\u3069\u3061\u3089\u3068\u3082\u8aad\u3081\u308b\u8cea\u554f\u3067\u53d6\u308a\u9055\u3048\u307e\u3059\u3002\n\n**5\u756a\u76ee\u3092\u4eba\u3067\u306f\u306a\u304f\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u6570\u5024\u306e\u53d6\u308a\u9055\u3048\u306f\u3001\u8aad\u3093\u3067\u3044\u308b\u4eba\u304c\u6c17\u3065\u304d\u306b\u304f\u3044\u8aa4\u308a\u3067\u3059\u3002**\u5f15\u7528\u3057\u305f\u539f\u6587\u306b\u6570\u5024\u304c\u7121\u3051\u308c\u3070\u3001\u305d\u306e\u7b54\u3048\u306f\u8fd4\u3055\u305a\u306b\u8cac\u4efb\u8005\u3078\u56de\u3057\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u7814\u7a76\u54e1\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u3001\u8cea\u554f\u306e\u7a2e\u985e\uff08\u904e\u53bb\u306e\u6e2c\u5b9a\uff0f\u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\uff09\u3092\u9078\u3073\u3001\u8cea\u554f\u3092\u66f8\u304f","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u8cea\u554f\u306e\u6587\u304b\u3089\u4f9d\u983c\u756a\u53f7\u30fb\u8a66\u6599\u756a\u53f7\u30fb\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3092\u53d6\u308a\u51fa\u3057\u3001\u53d7\u4ed8\u53f0\u5e33\u3068\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u7d5e\u308a\u8fbc\u307f\u3092\u6c7a\u3081\u308b\uff08\u904e\u53bb\u306e\u6e2c\u5b9a\u306f\u5831\u544a\u66f8\u3068\u5f53\u6642\u306e\u7248\u3001\u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\u306f\u6709\u52b9\u306a\u7248\uff09","**\u3010\u81ea\u52d5\u3011** \u8cea\u554f\u3057\u305f\u4eba\u306e\u6a29\u9650\u3067\u3001\u5831\u544a\u66f8\u30fb\u30e1\u30bd\u30c3\u30c9\u30fb\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u3092\u63a2\u3057\u3066\u7b54\u3048\u3092\u4f5c\u3089\u305b\u3001\u5f15\u7528\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u7b54\u3048\u306b\u542b\u307e\u308c\u308b\u6570\u5024\u304c\u3001\u5f15\u7528\u3057\u305f\u7b87\u6240\u306e\u539f\u6587\u306b\u3042\u308b\u304b\u3092\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u6839\u62e0\u304c\u8db3\u308a\u306a\u3044\u7b54\u3048\u3068\u3001\u5f53\u3066\u306f\u307e\u308b\u8a18\u9332\u304c\u7121\u3044\u8cea\u554f\u3092\u5206\u6790\u306e\u8cac\u4efb\u8005\u306e\u5f85\u3061\u884c\u5217\u3078\u56de\u3059","**\u3010\u4eba\u3011** \u7814\u7a76\u54e1\u304c\u5f15\u7528\u306e\u539f\u6587\u3092\u958b\u304d\u3001\u6761\u4ef6\u3092\u78ba\u304b\u3081\u3066\u4f7f\u3046","**\u3010\u4eba\u3011** \u5206\u6790\u306e\u8cac\u4efb\u8005\u304c\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u3001\u65b0\u3057\u3044\u6761\u4ef6\u304c\u8981\u308b\u3082\u306e\u306f\u5206\u6790\u306e\u4f9d\u983c\u3068\u3057\u3066\u53d7\u3051\u308b"],"architecture":"```\n\u7814\u7a76\u54e1\u30fb\u5206\u6790\u62c5\u5f53\uff08\u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8\u3002\u8cea\u554f\u306e\u7a2e\u985e\u3092\u9078\u3093\u3067\u8cea\u554f\u3092\u66f8\u304f\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u8cea\u554f\u306e\u9001\u4fe1\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\uff0fCloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u4f9d\u983c\u756a\u53f7\u30fb\u8a66\u6599\u756a\u53f7\u30fb\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3092\u53d6\u308a\u51fa\u3057\u3001\u53d7\u4ed8\u53f0\u5e33\u3068\u7167\u3089\u3059\n   \u251c\u2500\u2500\u25b6 \u8cea\u554f\u306e\u7a2e\u985e\u3067\u7d5e\u308a\u8fbc\u307f\u3092\u6c7a\u3081\u308b\uff08\u5831\u544a\u66f8\u3068\u5f53\u6642\u306e\u7248\uff0f\u6709\u52b9\u306a\u7248\uff09\n   \u25bc\nAgent Search\uff08Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\uff08\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3042\u308a\uff09\n   \u2502   \u5206\u6790\u5831\u544a\u66f8\uff0f\u5206\u6790\u30e1\u30bd\u30c3\u30c9\uff0f\u88c5\u7f6e\u306e\u6761\u4ef6\u8868 \u304b\u3089\u5f53\u3066\u306f\u307e\u308b\u7b87\u6240\u3092\u63a2\u3059\n   \u2502   \u7b54\u3048\u3068\u5f15\u7528\u3001\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u8fd4\u3059\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u7b54\u3048\u306e\u6570\u5024\u304c\u5f15\u7528\u3057\u305f\u539f\u6587\u306b\u3042\u308b\u304b\u3092\u7167\u3089\u3059\n   \u25bc\n\u5224\u5b9a\uff08\u305d\u306e\u307e\u307e\u8fd4\u3059 answered \uff0f \u8cac\u4efb\u8005\u3078\u56de\u3059 escalate\uff09\n   \u251c\u2500\u2500\u25b6 \u30c1\u30e3\u30c3\u30c8\u3078\uff08\u7b54\u3048\u3068\u3001\u5831\u544a\u66f8\u30fb\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u3001\u539f\u6587\u306e\u5f15\u7528\uff09\n   \u2514\u2500\u2500\u25b6 \u5206\u6790\u306e\u8cac\u4efb\u8005\u306e\u5f85\u3061\u884c\u5217\u3078\uff08\u8cea\u554f\u3068\u691c\u7d22\u306e\u7d50\u679c\u3092\u6dfb\u3048\u308b\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\u53d7\u4ed8\u53f0\u5e33\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\u5831\u544a\u66f8\u30fb\u30e1\u30bd\u30c3\u30c9\u30fb\u6761\u4ef6\u8868\u306e\u5199\u3057\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u8cea\u554f\u3068\u56de\u7b54\u306e\u8a18\u9332\uff09 | \u2500 |\n| \u8a8d\u8a3c | \u65e2\u5b58\u306e\u793e\u5185\u306e\u8a8d\u8a3c\u57fa\u76e4\uff08Workforce Identity Federation \u3067\u3064\u306a\u3050\uff09 | \u2500 |\n\n**\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3068\u53d7\u4ed8\u53f0\u5e33\u306f\u3001\u65b0\u3057\u304f\u4f5c\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u306f\u305d\u308c\u3089\u306e\u5199\u3057\u3092\u691c\u7d22\u306e\u5bfe\u8c61\u306b\u3057\u3001**\u7b54\u3048\u3092\u30c1\u30e3\u30c3\u30c8\u306b\u8fd4\u3059\u3060\u3051**\u3067\u3059\u3002\u30e1\u30bd\u30c3\u30c9\u306e\u7248\u3082\u5831\u544a\u66f8\u3082\u66f8\u304d\u63db\u3048\u307e\u305b\u3093\u3002\u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u5831\u544a\u66f8\u3068\u30e1\u30bd\u30c3\u30c9\u306b\u3001\u756a\u53f7\u30fb\u7248\u30fb\u6709\u52b9\u304b\u5ec3\u6b62\u304b\u30fb\u88c5\u7f6e\u306e\u756a\u53f7\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4ed8\u3051\u308b\u3053\u3068\u3067\u3059\u3002**\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306f\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001\u524d\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u6e21\u3059\u3068\u3084\u308a\u53d6\u308a\u3092\u7d9a\u3051\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5f15\u7528\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\uff08`includeCitations`\uff09\u306f\u65e2\u5b9a\u3067\u7121\u52b9**\u306a\u306e\u3067\u3001\u5fc5\u305a\u6709\u52b9\u306b\u3057\u307e\u3059\u3002\u6839\u62e0\u306e\u5f37\u3055\u3092\u6587\u3054\u3068\u306b\u8fd4\u3059\u8a2d\u5b9a\u3068\u3001\u6839\u62e0\u306e\u5f31\u3044\u56de\u7b54\u3092\u843d\u3068\u3059\u8a2d\u5b9a\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\u898b\u305b\u308b\u6587\u66f8\u3092\u4eba\u3067\u5206\u3051\u308b\u306e\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3067\u3059\u3002** \u5206\u6790\u5831\u544a\u66f8\u306b\u306f\u3001\u307e\u3060\u793e\u5916\u306b\u51fa\u3057\u3066\u3044\u306a\u3044\u7814\u7a76\u30c6\u30fc\u30de\u306e\u8a66\u6599\u304c\u8f09\u3063\u3066\u3044\u307e\u3059\u3002\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001Cloud Storage \u306e\u6587\u66f8\u3054\u3068\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306b `acl_info` \u3092\u66f8\u304d\u3001\u8aad\u3081\u308b\u4eba\u3092\u30b0\u30eb\u30fc\u30d7\u304b\u500b\u4eba\u3067\u6307\u5b9a\u3057\u307e\u3059\u3002**\u3053\u306e\u6a5f\u80fd\u306f\u30d7\u30ec\u30d3\u30e5\u30fc\u3067\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u3057\u304b\u9078\u3079\u305a\u3001\u5f8c\u304b\u3089\u5165\u308c\u305f\u308a\u5916\u3057\u305f\u308a\u306f\u3067\u304d\u307e\u305b\u3093\u3002** 1\u6587\u66f8\u306b\u4ed8\u3051\u3089\u308c\u308b\u8aad\u307f\u624b\u306f3,000\u307e\u3067\u3067\u3001\u30b0\u30eb\u30fc\u30d7\u30821\u3064\u3068\u6570\u3048\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u7814\u7a76\u54e1\u304b\u5206\u6790\u62c5\u5f53\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u306f\u793e\u5185\u306e ID \u3067\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u7814\u7a76\u6240\u306e\u4eba\u3060\u3051\u304c\u4f7f\u3044\u307e\u3059\u3002**\u9001\u4fe1\u306e\u524d\u306b\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3092\u300c\u904e\u53bb\u306e\u6e2c\u5b9a\u300d\u300c\u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\u300d\u306e2\u3064\u304b\u3089\u9078\u3070\u305b\u307e\u3059\u3002**\n\n**\u904e\u53bb\u306e\u6e2c\u5b9a\u3067\u306f\u3001\u4f9d\u983c\u756a\u53f7\u304b\u8a66\u6599\u756a\u53f7\u3092\u5165\u308c\u308b\u6b04\u3092\u7f6e\u304d\u307e\u3059\u3002** \u5206\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u3067\u3082\u3088\u304f\u3001\u305d\u306e\u5834\u5408\u306f\u8a66\u6599\u306e\u547c\u3073\u540d\u3068\u6642\u671f\u3092\u66f8\u3044\u3066\u3082\u3089\u3044\u307e\u3059\u3002**\u756a\u53f7\u304c\u5165\u3063\u3066\u3044\u308c\u3070\u3001\u691c\u7d22\u306e\u524d\u306b\u53d7\u4ed8\u53f0\u5e33\u3067\u4f9d\u983c\u3092\u7279\u5b9a\u3067\u304d\u3001\u805e\u304d\u8fd4\u3057\u304c\u8981\u308a\u307e\u305b\u3093\u3002** \u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\u3067\u306f\u3001\u6e2c\u308a\u305f\u3044\u7269\u8cea\u3001\u8a66\u6599\u306e\u5f62\u614b\u3001\u304a\u304a\u3088\u305d\u306e\u6fc3\u5ea6\u306e\u7bc4\u56f2\u3092\u66f8\u304f\u6b04\u3092\u7f6e\u304d\u307e\u3059\u3002\n\n**\u5225\u306e\u8a66\u6599\u306e\u8a71\u306b\u79fb\u3063\u305f\u3089\u3001\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u59cb\u3081\u307e\u3059\u3002** \u524d\u306e\u8a66\u6599\u306e\u6761\u4ef6\u304c\u7b54\u3048\u306b\u6df7\u3056\u308b\u304b\u3089\u3067\u3059\u3002\n\n**\u7d22\u5f15\u306e\u66f4\u65b0\u306f\u5225\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u5206\u6790\u5831\u544a\u66f8\u304c\u627f\u8a8d\u3055\u308c\u3066\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u306b\u7f6e\u304b\u308c\u305f\u3068\u304d\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u6539\u8a02\u3084\u5ec3\u6b62\u304c\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u627f\u8a8d\u3055\u308c\u305f\u3068\u304d\u306b\u3001\u305d\u306e\u6587\u66f8\u3060\u3051\u3092\u5165\u308c\u76f4\u3057\u307e\u3059\u3002**\u30e1\u30bd\u30c3\u30c9\u306e\u5ec3\u6b62\u306f\u3001\u691c\u7d22\u306b\u53cd\u6620\u3055\u308c\u308b\u307e\u3067\u306e\u9593\u306b\u53e4\u3044\u7248\u304c\u300c\u6709\u52b9\u300d\u3068\u3057\u3066\u8fd4\u308b\u5fc3\u914d\u304c\u3042\u308b\u306e\u3067\u3001\u627f\u8a8d\u3068\u540c\u6642\u306b\u5165\u308c\u76f4\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u8cea\u554f\u306e\u7a2e\u985e\u3001\u672c\u6587\u3001\u4f9d\u983c\u756a\u53f7\u30fb\u8a66\u6599\u756a\u53f7\uff08\u3042\u308c\u3070\uff09\u3001\u6e2c\u308a\u305f\u3044\u7269\u8cea\u3068\u6fc3\u5ea6\u306e\u7bc4\u56f2 | \u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8 |\n| \u5206\u6790\u5831\u544a\u66f8 | \u4f9d\u983c\u756a\u53f7\u3001\u8a66\u6599\u756a\u53f7\u3001\u4f7f\u3063\u305f\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u3001\u88c5\u7f6e\u306e\u756a\u53f7\u3001\u6e2c\u5b9a\u6761\u4ef6\u3001\u7d50\u679c\u3001\u6e2c\u5b9a\u65e5 | \u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\uff08PDF\uff09 |\n| \u5206\u6790\u30e1\u30bd\u30c3\u30c9 | \u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u3001\u6709\u52b9\u304b\u5ec3\u6b62\u304b\u3001\u6e2c\u5b9a\u9805\u76ee\u3001\u9069\u7528\u7bc4\u56f2\uff08\u5bfe\u8c61\u7269\u8cea\u30fb\u6fc3\u5ea6\u306e\u7bc4\u56f2\u30fb\u8a66\u6599\u306e\u5f62\u614b\uff09\u3001\u64cd\u4f5c\u306e\u624b\u9806\u3001\u6761\u4ef6 | \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08DOCX\u30fbPDF\uff09 |\n| \u88c5\u7f6e\u306e\u6761\u4ef6\u8868 | \u88c5\u7f6e\u306e\u756a\u53f7\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u3001\u30ab\u30e9\u30e0\u306e\u54c1\u756a\u3001\u6e29\u5ea6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3001\u6d41\u91cf\u3001\u691c\u51fa\u5668\u306e\u8a2d\u5b9a | \u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\uff08\u8868\u8a08\u7b97\u30d5\u30a1\u30a4\u30eb\uff09 |\n| \u53d7\u4ed8\u53f0\u5e33 | \u4f9d\u983c\u756a\u53f7\u3001\u8a66\u6599\u756a\u53f7\u3001\u8a66\u6599\u306e\u547c\u3073\u540d\u3001\u4f9d\u983c\u3057\u305f\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u3001\u30c6\u30fc\u30de\u306e\u533a\u5206 | \u5206\u6790\u4f9d\u983c\u306e\u53d7\u4ed8\u53f0\u5e33 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5831\u544a\u66f8\u306e\u300c\u4f7f\u3063\u305f\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u300d\u306e\u6b04\u3067\u3059\u3002** \u3053\u306e\u6b04\u304c\u7a7a\u306e\u5831\u544a\u66f8\u306f\u3001\u3069\u306e\u7248\u3067\u6e2c\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u305a\u3001\u5f53\u6642\u306e\u6761\u4ef6\u3092\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002**\u53e4\u3044\u5831\u544a\u66f8\u3067\u3053\u306e\u6b04\u304c\u7121\u3044\u3082\u306e\u306f\u3001\u6e2c\u5b9a\u65e5\u3068\u3001\u305d\u306e\u65e5\u306b\u6709\u52b9\u3060\u3063\u305f\u7248\u3092\u7167\u3089\u3057\u3066\u88dc\u3046\u8868\u3092\u5225\u306b\u4f5c\u308a\u307e\u3059\u3002**\n\n**\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u306f\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u672c\u6587\u3068\u5206\u3051\u3066\u6301\u3061\u307e\u3059\u3002** \u30e1\u30bd\u30c3\u30c9\u306e\u672c\u6587\u306b\u306f\u300c\u30ab\u30e9\u30e0\u6e29\u5ea6 40\u2103\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u3001\u88c5\u7f6e\u3054\u3068\u306e\u6761\u4ef6\u8868\u306b\u306f\u5b9f\u969b\u306e\u30ab\u30e9\u30e0\u306e\u54c1\u756a\u3084\u6e29\u5ea6\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u540c\u3058\u30e1\u30bd\u30c3\u30c9\u3067\u3082\u88c5\u7f6e\u304c\u9055\u3048\u3070\u8a2d\u5b9a\u304c\u9055\u3046\u306e\u3067\u3001\u7b54\u3048\u306b\u306f\u88c5\u7f6e\u306e\u756a\u53f7\u3092\u5fc5\u305a\u6dfb\u3048\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u5831\u544a\u66f8\u3068\u30e1\u30bd\u30c3\u30c9\u306f\u3001\u6587\u66f8\u3054\u3068\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u3066 Cloud Storage \u306b\u7f6e\u304d\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u306e\u5f62\u30671\u884c1\u6587\u66f8\u3068\u3057\u3001`id`\u3001`structData`\uff08\u9805\u76ee\u3068\u5024\uff09\u3001`content`\uff08`mimeType` \u3068 Cloud Storage \u306e `uri`\uff09\u3092\u66f8\u304d\u307e\u3059\u30021\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u30011\u56de\u306b10\u4e07\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u53d6\u308a\u8fbc\u3081\u307e\u3059\u3002\n\n| \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee | \u4f8b | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| `doc_type` | report\uff0fmethod\uff0finstrument_sheet | \u8cea\u554f\u306e\u7a2e\u985e\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n| `method_id`\u30fb`method_version` | M-LC-0123\u30fb5 | \u7248\u306e\u53d6\u308a\u9055\u3048\u3092\u9632\u3050 |\n| `method_status` | effective\uff0fretired\uff0fsuperseded | \u6709\u52b9\u306a\u7248\u3060\u3051\u306b\u7d5e\u308b |\n| `request_id`\u30fb`sample_id` | A-2025-1187\u30fbS-0442 | \u904e\u53bb\u306e\u6e2c\u5b9a\u306e\u7279\u5b9a |\n| `instrument_id` | LC-07 | \u88c5\u7f6e\u3054\u3068\u306e\u8a2d\u5b9a\u306e\u7279\u5b9a |\n| `measured_on` | 2025-10-14 | \u6642\u671f\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n| `acl_info` | \u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u306e\u30b0\u30eb\u30fc\u30d7 | \u898b\u305b\u308b\u4eba\u306e\u7dda\u5f15\u304d |\n\n**`method_status` \u306a\u3069\u306e\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee\u306f\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001`ANY()` \u3067\u6587\u5b57\u306e\u5024\u306e\u4e00\u81f4\u3001\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3067\u6570\u5024\u3068\u65e5\u4ed8\u3001`AND`\uff0f`OR` \u3068 `NOT` \u3067\u7d44\u307f\u5408\u308f\u305b\u304c\u3067\u304d\u307e\u3059\u3002\u65e5\u4ed8\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3067\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u7d5e\u308a\u8fbc\u307f |\n|:--|:--|\n| \u904e\u53bb\u306e\u6e2c\u5b9a\uff08\u756a\u53f7\u3042\u308a\uff09 | `request_id: ANY(\"A-2025-1187\")` \u3068\u3001\u5831\u544a\u66f8\u306b\u66f8\u304b\u308c\u305f `method_id` \u3068 `method_version` \u306e\u7d44 |\n| \u904e\u53bb\u306e\u6e2c\u5b9a\uff08\u756a\u53f7\u306a\u3057\uff09 | `doc_type: ANY(\"report\")` \u3068\u3001\u6642\u671f\u306e\u7bc4\u56f2 `measured_on >= \"2025-09-01\"` |\n| \u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a | `doc_type: ANY(\"method\", \"instrument_sheet\") AND method_status: ANY(\"effective\")` |\n\n**\u904e\u53bb\u306e\u6e2c\u5b9a\u3067\u306f\u3001\u5831\u544a\u66f8\u3092\u5148\u306b\u5f15\u304d\u3001\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u7248\u30672\u56de\u76ee\u306e\u691c\u7d22\u3092\u3057\u307e\u3059\u3002** 1\u56de\u76ee\u3067\u5831\u544a\u66f8\u3092\u7279\u5b9a\u3057\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5831\u544a\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304b\u3089 `method_id` \u3068 `method_version` \u3092\u8aad\u307f\u30012\u56de\u76ee\u3067\u305d\u306e\u7248\u306e\u30e1\u30bd\u30c3\u30c9\u3068\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u306b\u7d5e\u308a\u307e\u3059\u3002**\u751f\u6210AI\u306b\u300c\u3053\u306e\u5831\u544a\u66f8\u306e\u7248\u3092\u63a2\u3057\u3066\u300d\u3068\u983c\u307e\u305a\u3001\u7248\u306e\u6307\u5b9a\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u8aad\u3080** \u2026 \u5831\u544a\u66f8\u30fb\u30e1\u30bd\u30c3\u30c9\u30fb\u6761\u4ef6\u8868\u3092\u3001\u8868\u3068\u898b\u51fa\u3057\u3092\u691c\u51fa\u3059\u308b\u30d1\u30fc\u30b5\u30fc\u3067\u53d6\u308a\u8fbc\u307f\u307e\u3059\n2. **\u898b\u51fa\u3057\u3092\u5206\u5272\u306b\u4ed8\u3051\u308b** \u2026 \u30e1\u30bd\u30c3\u30c9\u306e\u9014\u4e2d\u306e\u6bb5\u843d\u306b\u3082\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u898b\u51fa\u3057\u304c\u4ed8\u304f\u3088\u3046\u306b\u3057\u307e\u3059\n3. **\u5206\u5272\u306e\u5927\u304d\u3055\u3092\u6c7a\u3081\u308b** \u2026 \u6761\u4ef6\u306e\u8868\u304c\u9014\u4e2d\u3067\u5207\u308c\u306a\u3044\u5927\u304d\u3055\u306b\u3057\u307e\u3059\n4. **\u53e4\u3044\u5831\u544a\u66f8\u306e\u7248\u3092\u88dc\u3046** \u2026 \u7248\u306e\u6b04\u304c\u7121\u3044\u5831\u544a\u66f8\u306f\u3001\u6e2c\u5b9a\u65e5\u3068\u305d\u306e\u65e5\u306b\u6709\u52b9\u3060\u3063\u305f\u7248\u306e\u8868\u304b\u3089\u88dc\u3044\u3001\u88dc\u3063\u305f\u3053\u3068\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u6b8b\u3057\u307e\u3059\n5. **\u547c\u3073\u540d\u3092\u305d\u308d\u3048\u308b** \u2026 \u8a66\u6599\u306e\u547c\u3073\u540d\u3068\u8a66\u6599\u756a\u53f7\u306e\u5bfe\u5fdc\u3092\u53d7\u4ed8\u53f0\u5e33\u304b\u3089\u4f5c\u308a\u3001\u8cea\u554f\u306e\u547c\u3073\u540d\u3092\u756a\u53f7\u306b\u7f6e\u304d\u63db\u3048\u3066\u63a2\u3057\u307e\u3059\n6. **\u30b9\u30ad\u30e3\u30f3\u306e\u5831\u544a\u66f8\u3092\u78ba\u304b\u3081\u308b** \u2026 \u53e4\u3044\u7d19\u306e\u5831\u544a\u66f8\u306e\u30b9\u30ad\u30e3\u30f3\u306f\u3001\u6570\u5024\u304c\u8aad\u3081\u3066\u3044\u308b\u304b\u309220\u4ef6\u307b\u3069\u629c\u304d\u51fa\u3057\u3066\u78ba\u304b\u3081\u307e\u3059\n\n**1\u756a\u76ee\u30682\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u306f PDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u3092\u6271\u3044\u3001\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u306a\u3069\u3092\u691c\u51fa\u3057\u307e\u3059\u3002**\u5206\u5272\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a\u306f500\uff09\u3067\u3001`includeAncestorHeadings` \u306f\u65e2\u5b9a\u3067\u7121\u52b9\u3001\u5206\u5272\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u5f8c\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u30d1\u30fc\u30b5\u30fc\u3092\u5f8c\u304b\u3089\u5909\u3048\u3066\u3082\u3001\u3059\u3067\u306b\u53d6\u308a\u8fbc\u3093\u3060\u6587\u66f8\u306f\u8aad\u307f\u76f4\u3055\u308c\u307e\u305b\u3093\u3002**\u30e1\u30bd\u30c3\u30c9\u306e\u9014\u4e2d\u306e\u6761\u4ef6\u306e\u6bb5\u843d\u306b\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3068\u3001\u3069\u306e\u30e1\u30bd\u30c3\u30c9\u306e\u6761\u4ef6\u304b\u5206\u304b\u3089\u306a\u3044\u5f15\u7528\u304c\u8fd4\u308a\u307e\u3059\u3002** `includeAncestorHeadings` \u306f\u5fc5\u305a\u6709\u52b9\u306b\u3057\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u691c\u7d22\u3068\u56de\u7b54\u306e\u4f5c\u6210\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306b\u4efb\u305b\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6e21\u3059\u306e\u306f\u3001\u8cea\u554f\u306e\u6587\u3001\u7d5e\u308a\u8fbc\u307f\u3001\u524d\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3001\u6307\u793a\u306e\u524d\u7f6e\u304d\uff08`preamble`\uff09\u3067\u3059\u3002\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u7b54\u3048\u306e\u6587\u3054\u3068\u306b\u5f15\u7528\u3092\u4ed8\u3051\u308b\u3002\u65e2\u5b9a\u306f\u7121\u52b9 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u306f\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u3042\u3044\u3055\u3064\u3084\u96d1\u8ac7\u306b\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044 |\n| `groundingSpec` \u306e `filteringLevel` | `FILTERING_LEVEL_HIGH` | \u6839\u62e0\u306e\u5f31\u3044\u7b54\u3048\u3092\u843d\u3068\u3059 |\n| `includeGroundingSupports` | \u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b |\n| `maxReturnResults` | 10 | \u65e2\u5b9a\u306f10\u3001\u4e0a\u9650\u306f25 |\n\n**\u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u3001answer \u306f\u7b54\u3048\u306e\u4ee3\u308f\u308a\u306b\u7406\u7531\u3092\u8fd4\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`ignoreLowRelevantContent` \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u95a2\u9023\u306e\u8584\u3044\u3068\u304d\u306b `NO_RELEVANT_CONTENT`\u3001`FILTERING_LEVEL_HIGH` \u306e\u57fa\u6e96\u306b\u5c4a\u304b\u306a\u3044\u3068\u304d\u306b `LOW_GROUNDED_CONTENT` \u304c `answerSkippedReasons` \u306b\u5165\u308a\u307e\u3059\u3002**\u3053\u306e2\u3064\u306f\u300c\u5f53\u3066\u306f\u307e\u308b\u8a18\u9332\u304c\u7121\u3044\u300d\u3068\u3057\u3066\u3001\u5206\u6790\u306e\u8cac\u4efb\u8005\u3078\u56de\u3059\u5408\u56f3\u306b\u3057\u307e\u3059\u3002**\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\u306f\u30013\u3064\u306b\u9650\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u5f53\u3066\u306f\u307e\u308b\u6587\u66f8\u306e\u7279\u5b9a | \u5831\u544a\u66f8\u306a\u3089\u4f9d\u983c\u756a\u53f7\u3068\u8a66\u6599\u756a\u53f7\u3001\u30e1\u30bd\u30c3\u30c9\u306a\u3089\u756a\u53f7\u3068\u7248 |\n| \u6761\u4ef6\u306e\u5f15\u7528 | \u88c5\u7f6e\u306e\u756a\u53f7\u3001\u30ab\u30e9\u30e0\u3001\u6e29\u5ea6\u3001\u6d41\u91cf\u3001\u691c\u51fa\u306e\u8a2d\u5b9a\u3092\u539f\u6587\u306e\u307e\u307e |\n| \u9069\u7528\u7bc4\u56f2\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b | \u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\u3067\u3001\u7269\u8cea\u3068\u6fc3\u5ea6\u306e\u7bc4\u56f2\u304c\u30e1\u30bd\u30c3\u30c9\u306e\u9069\u7528\u7bc4\u56f2\u306b\u5165\u308b\u304b\u3001\u539f\u6587\u306e\u8a18\u8f09\u3092\u793a\u3059 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u65b0\u3057\u3044\u6761\u4ef6\u306e\u63d0\u6848 | \u6761\u4ef6\u3092\u6c7a\u3081\u308b\u306e\u306f\u5206\u6790\u306e\u8cac\u4efb\u8005\u3002\u30e1\u30bd\u30c3\u30c9\u306e\u59a5\u5f53\u6027\u306e\u78ba\u8a8d\u304c\u8981\u308b |\n| \u6761\u4ef6\u306e\u8981\u7d04\u3084\u4e38\u3081 | \u6570\u5024\u3092\u66f8\u304d\u63db\u3048\u308b\u3068\u3001\u5225\u306e\u6761\u4ef6\u306b\u306a\u308b |\n| \u7248\u306e\u63a8\u5b9a | \u7248\u306f\u5831\u544a\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304b\u3089\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u308b |\n| \u9069\u7528\u7bc4\u56f2\u306e\u5916\u3078\u306e\u62e1\u5f35 | \u300c\u304a\u305d\u3089\u304f\u6e2c\u308c\u308b\u300d\u3068\u66f8\u304b\u305b\u306a\u3044 |\n\n**1\u884c\u76ee\u30684\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u9069\u7528\u7bc4\u56f2\u304c\u300c0.1\u301c10%\u300d\u306e\u30e1\u30bd\u30c3\u30c9\u306b\u3064\u3044\u3066\u300c0.01%\u3092\u6e2c\u308c\u308b\u304b\u300d\u3068\u805e\u304f\u3068\u3001\u751f\u6210AI\u306f\u300c\u611f\u5ea6\u3092\u4e0a\u3052\u308c\u3070\u6e2c\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u66f8\u304d\u304c\u3061\u3067\u3059\u3002**\u305d\u308c\u306f\u65b0\u3057\u3044\u30e1\u30bd\u30c3\u30c9\u306e\u691c\u8a0e\u3067\u3001\u5206\u6790\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\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 `promptSpec` \u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u7814\u7a76\u6240\u306e\u5206\u6790\u30bb\u30f3\u30bf\u30fc\u3067\u3001\u904e\u53bb\u306e\u5206\u6790\u306e\u8a18\u9332\u3068\u5206\u6790\u30e1\u30bd\u30c3\u30c9\u3092\n\u7814\u7a76\u54e1\u306b\u6848\u5185\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u691c\u7d22\u7d50\u679c\uff08\u5206\u6790\u5831\u544a\u66f8\u3001\u5206\u6790\u30e1\u30bd\u30c3\u30c9\u3001\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\uff09\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\n\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u6700\u521d\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u5831\u544a\u66f8\u306a\u3089\u4f9d\u983c\u756a\u53f7\u3068\u8a66\u6599\u756a\u53f7\u3001\u30e1\u30bd\u30c3\u30c9\u306a\u3089\u756a\u53f7\u3068\u7248\u3001\u6761\u4ef6\u8868\u306a\u3089\u88c5\u7f6e\u306e\u756a\u53f7\u3002\n2. \u6761\u4ef6\u306f\u3001\u691c\u7d22\u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6570\u5024\u3068\u5358\u4f4d\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u4e38\u3081\u305f\u308a\u3001\u5358\u4f4d\u3092\u63db\u7b97\u3057\u305f\u308a\u3001\u7bc4\u56f2\u3092\u307e\u3068\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n3. \u300c\u3053\u308c\u304b\u3089\u6e2c\u308c\u308b\u304b\u300d\u306e\u8cea\u554f\u3067\u306f\u3001\u30e1\u30bd\u30c3\u30c9\u306e\u9069\u7528\u7bc4\u56f2\u306e\u8a18\u8f09\u3092\u793a\u3057\u3001\n   \u8cea\u554f\u306e\u7269\u8cea\u3068\u6fc3\u5ea6\u304c\u305d\u306e\u7bc4\u56f2\u306b\u5165\u308b\u304b\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u6761\u4ef6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\n  \u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65b0\u3057\u3044\u6761\u4ef6\u3084\u3001\u30e1\u30bd\u30c3\u30c9\u3092\u5909\u3048\u308c\u3070\u6e2c\u308c\u308b\u3068\u3044\u3063\u305f\u63d0\u6848\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u9069\u7528\u7bc4\u56f2\u306e\u5916\u306e\u3082\u306e\u3092\u300c\u6e2c\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u7bc4\u56f2\u306e\u5916\u306a\u3089\u300c\u9069\u7528\u7bc4\u56f2\u306e\u5916\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8907\u6570\u306e\u7248\u306e\u30e1\u30bd\u30c3\u30c9\u304c\u898b\u3064\u304b\u3063\u3066\u3082\u3001\u7248\u3092\u6df7\u305c\u3066\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5225\u306e\u8a66\u6599\u3084\u5225\u306e\u4f9d\u983c\u306e\u6761\u4ef6\u3092\u3001\u3053\u306e\u8cea\u554f\u306e\u7b54\u3048\u306b\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7814\u7a76\u30c6\u30fc\u30de\u306e\u5185\u5bb9\u3084\u3001\u8a66\u6599\u306e\u7d44\u6210\u306b\u3064\u3044\u3066\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001mL\/min \u3092 \u00b5L\/min \u306b\u76f4\u3057\u305f\u308a\u3001\u2103\u306e\u7bc4\u56f2\u3092\u4e2d\u592e\u306e\u5024\u306b\u307e\u3068\u3081\u305f\u308a\u3057\u307e\u3059\u3002** \u3069\u308c\u3082\u6b63\u3057\u3044\u8a08\u7b97\u3067\u3082\u3001**\u539f\u6587\u3068\u898b\u6bd4\u3079\u305f\u3068\u304d\u306b\u4e00\u81f4\u3057\u306a\u304f\u306a\u308a\u3001\u78ba\u304b\u3081\u308b\u6642\u9593\u304c\u5897\u3048\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u306e\u5fdc\u7b54\u304b\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u7d44\u307f\u7acb\u3066\u3066\u30c1\u30e3\u30c3\u30c8\u3078\u8fd4\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u5fdc\u7b54\u306e `citations` \u306b\u7b54\u3048\u306e\u4e2d\u306e\u4f4d\u7f6e\uff08`startIndex`\u30fb`endIndex`\uff09\u3068\u51fa\u5178\u306e\u53c2\u7167\u304c\u5165\u308a\u3001`references` \u306b\u5206\u5272\u306e\u672c\u6587\uff08`chunkInfo` \u306e `content`\uff09\u3068\u6587\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\uff08`uri`\u30fb`title`\uff09\u304c\u5165\u308a\u307e\u3059\u3002**\u4f4d\u7f6e\u306f\u6587\u5b57\u3067\u306f\u306a\u304f UTF-8 \u306e\u30d0\u30a4\u30c8\u3067\u6570\u3048\u3089\u308c\u308b**\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u7b54\u3048\u3092\u5207\u308a\u51fa\u3059\u3068\u304d\u306f\u30d0\u30a4\u30c8\u5217\u3067\u6271\u3044\u307e\u3059\u3002\n\n```json\n{\n  \"question_id\": \"\",\n  \"question_type\": \"past_measurement | new_measurement\",\n  \"answer_text\": \"\",\n  \"sources\": [\n    {\n      \"doc_type\": \"report | method | instrument_sheet\",\n      \"doc_id\": \"\",\n      \"method_id\": \"\",\n      \"method_version\": \"\",\n      \"method_status\": \"effective | retired | superseded\",\n      \"instrument_id\": \"\",\n      \"quoted_text\": \"\"\n    }\n  ],\n  \"number_check\": \"passed | failed\",\n  \"route\": \"answered | escalate\",\n  \"escalate_reason\": \"no_record | low_grounding | number_mismatch | out_of_range | retired_only\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`number_check` \u3092\u7b54\u3048\u306e\u5916\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001`answer_text` \u306b\u51fa\u3066\u304f\u308b\u6570\u5024\u3068\u5358\u4f4d\u306e\u7d44\u3092\u53d6\u308a\u51fa\u3057\u3001`quoted_text`\uff08\u5f15\u7528\u3057\u305f\u5206\u5272\u306e\u672c\u6587\uff09\u306b\u540c\u3058\u7d44\u304c\u3042\u308b\u304b\u3092\u7167\u3089\u3057\u307e\u3059\u3002**1\u3064\u3067\u3082\u7121\u3051\u308c\u3070 `failed` \u306b\u3057\u3001\u7b54\u3048\u3092\u8fd4\u3055\u305a\u306b `escalate` \u306b\u3057\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`method_status` \u3092\u7b54\u3048\u306b\u898b\u305b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u904e\u53bb\u306e\u6e2c\u5b9a\u306e\u7b54\u3048\u306b\u5ec3\u6b62\u3057\u305f\u7248\u304c\u51fa\u3066\u304f\u308b\u306e\u306f\u6b63\u3057\u3044\u3053\u3068\u3067\u3059\u304c\u3001**\u8aad\u3080\u4eba\u304c\u300c\u3044\u307e\u3082\u4f7f\u3048\u308b\u300d\u3068\u53d6\u3089\u306a\u3044\u3088\u3046\u3001\u7248\u306e\u72b6\u614b\u3092\u7b54\u3048\u306e\u6a2a\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`escalate_reason` \u3067\u8cac\u4efb\u8005\u306e\u5f85\u3061\u884c\u5217\u3092\u4ed5\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u8a18\u9332\u304c\u7121\u3044\u306e\u304b\u3001\u7bc4\u56f2\u306e\u5916\u306a\u306e\u304b\u3001\u6570\u5024\u304c\u5408\u308f\u306a\u3044\u306e\u304b\u3067\u3001\u8cac\u4efb\u8005\u304c\u3059\u308b\u3053\u3068\u304c\u9055\u3044\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8 | \u8cea\u554f\u306e\u53d7\u3051\u53d6\u308a\u3068\u8fd4\u4e8b | \u8cea\u554f\u306e\u7a2e\u985e\u3068\u672c\u6587\u3092\u53d7\u3051\u3001\u7b54\u3048\u3092\u8fd4\u3059 |\n| \u53d7\u4ed8\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a | \u4f9d\u983c\u756a\u53f7\u30fb\u8a66\u6599\u756a\u53f7\u30fb\u547c\u3073\u540d\u306e\u5bfe\u5fdc\u3092\u5f15\u304f |\n| Agent Search \u306e answer \u30e1\u30bd\u30c3\u30c9 | \u8cea\u554f\u3057\u305f\u4eba\u306e\u6a29\u9650\u3067\u306e\u547c\u3073\u51fa\u3057 | \u7d5e\u308a\u8fbc\u307f\u3068\u524d\u7f6e\u304d\u3092\u4ed8\u3051\u3066\u7b54\u3048\u3092\u4f5c\u3089\u305b\u308b |\n| \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u627f\u8a8d\u306e\u901a\u77e5\u3068\u8aad\u307f\u53d6\u308a | \u30e1\u30bd\u30c3\u30c9\u306e\u6539\u8a02\u30fb\u5ec3\u6b62\u3092\u53d7\u3051\u3066\u5165\u308c\u76f4\u3059 |\n| \u5206\u6790\u306e\u8cac\u4efb\u8005\u306e\u5f85\u3061\u884c\u5217 | \u66f8\u304d\u8fbc\u307f | \u56de\u3059\u8cea\u554f\u3068\u691c\u7d22\u306e\u7d50\u679c\u3092\u6e21\u3059 |\n\n**answer \u306e\u547c\u3073\u51fa\u3057\u306f\u3001\u8cea\u554f\u3057\u305f\u4eba\u306e\u6a29\u9650\u3067\u884c\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u4f7f\u3046\u3068\u304d\u306f\u5229\u7528\u8005\u306e\u30b0\u30eb\u30fc\u30d7\u306b `discoveryengine.servingConfigs.answer` \u306a\u3069\u306e\u6a29\u9650\u3092\u6301\u3064\u30ab\u30b9\u30bf\u30e0\u306e\u30ed\u30fc\u30eb\u3092\u4ed8\u3051\u308b\u3053\u3068\u304c\u52e7\u3081\u3089\u308c\u3001\u793e\u5916\u306e ID \u57fa\u76e4\uff08Microsoft Entra ID \u306a\u3069\uff09\u306f Workforce Identity Federation \u3067\u3064\u306a\u304e\u307e\u3059\u3002**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6a29\u9650\u3067\u4ee3\u308f\u308a\u306b\u547c\u3076\u3068\u3001\u8cea\u554f\u3057\u305f\u4eba\u304c\u898b\u3089\u308c\u306a\u3044\u5831\u544a\u66f8\u304c\u7b54\u3048\u306b\u51fa\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u5f15\u7528\u306e\u78ba\u8a8d\uff08\u7814\u7a76\u54e1\uff09** \u2026 \u7b54\u3048\u306e\u5f15\u7528\u304b\u3089\u539f\u6587\u3092\u958b\u304d\u3001\u4f9d\u983c\u756a\u53f7\u30fb\u7248\u30fb\u88c5\u7f6e\u306e\u756a\u53f7\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u6761\u4ef6\u3092\u4f7f\u3044\u307e\u3059\n2. **\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3078\u306e\u56de\u7b54\uff08\u5206\u6790\u306e\u8cac\u4efb\u8005\uff09** \u2026 \u8a18\u9332\u304c\u7121\u3044\u3082\u306e\u3001\u7bc4\u56f2\u306e\u5916\u306e\u3082\u306e\u3001\u6570\u5024\u304c\u5408\u308f\u306a\u304b\u3063\u305f\u3082\u306e\u306b\u7b54\u3048\u307e\u3059\n3. **\u65b0\u3057\u3044\u6e2c\u5b9a\u306e\u53d7\u4ed8\uff08\u5206\u6790\u306e\u8cac\u4efb\u8005\uff09** \u2026 \u65e2\u5b58\u306e\u30e1\u30bd\u30c3\u30c9\u3067\u6e2c\u308c\u306a\u3044\u3082\u306e\u306f\u3001\u5206\u6790\u306e\u4f9d\u983c\u3068\u3057\u3066\u53d7\u3051\u307e\u3059\n4. **\u7b54\u3048\u306e\u5f53\u305f\u308a\u5916\u308c\uff08\u7814\u7a76\u54e1\uff09** \u2026 \u7b54\u3048\u304c\u5f79\u306b\u7acb\u3063\u305f\u304b\u3092\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30bf\u30f3\u3067\u6b8b\u3057\u307e\u3059\n\n**\u76ee\u5b89\u306f\u3001300\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u7814\u7a76\u54e1\u304c\u5f15\u7528\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b\u6642\u9593\u3068\u3001\u8cac\u4efb\u8005\u304c\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b\u6642\u9593\u3092\u5408\u308f\u305b\u305f\u5e73\u5747\u3067\u3059\u3002**\u56de\u308b\u8cea\u554f\u306f2\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u7248\u306e\u6b04\u304c\u8db3\u308a\u3066\u3044\u306a\u3044\u304b\u3001\u9069\u7528\u7bc4\u56f2\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\n\n**\u4eba\u304c\u6761\u4ef6\u3092\u4f7f\u3046\u524d\u306b\u539f\u6587\u3092\u958b\u304f\u3053\u3068\u306f\u3001\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6570\u5024\u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3063\u3066\u3044\u307e\u3059\u304c\u3001**\u7167\u5408\u3067\u304d\u308b\u306e\u306f\u300c\u5f15\u7528\u3057\u305f\u7b87\u6240\u306b\u305d\u306e\u6570\u5024\u304c\u3042\u308b\u304b\u300d\u307e\u3067\u3067\u3001\u305d\u306e\u7b87\u6240\u304c\u8cea\u554f\u306e\u8a66\u6599\u306e\u8a18\u9332\u304b\u3069\u3046\u304b\u306f\u4eba\u304c\u898b\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5f53\u3066\u306f\u307e\u308b\u8a18\u9332\u304c\u7121\u3044\uff08`NO_RELEVANT_CONTENT`\uff09 | \u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u8fd4\u3057\u3001\u8cac\u4efb\u8005\u3078\u56de\u3059\u3002**\u7121\u7406\u306b\u8fd1\u3044\u3082\u306e\u3092\u4e26\u3079\u306a\u3044** |\n| \u6839\u62e0\u304c\u5f31\u3044\uff08`LOW_GROUNDED_CONTENT`\uff09 | \u7b54\u3048\u3092\u8fd4\u3055\u305a\u3001\u691c\u7d22\u306e\u7d50\u679c\u306e\u6587\u66f8\u540d\u3060\u3051\u3092\u6dfb\u3048\u3066\u8cac\u4efb\u8005\u3078\u56de\u3059 |\n| \u7b54\u3048\u306e\u6570\u5024\u304c\u5f15\u7528\u306b\u7121\u3044 | `number_mismatch` \u3067\u8cac\u4efb\u8005\u3078\u56de\u3059 |\n| \u4f9d\u983c\u756a\u53f7\u304c\u53d7\u4ed8\u53f0\u5e33\u306b\u7121\u3044 | \u756a\u53f7\u306e\u6253\u3061\u9593\u9055\u3044\u3092\u7591\u3044\u3001\u8cea\u554f\u3057\u305f\u4eba\u306b\u805e\u304d\u8fd4\u3059 |\n| \u5831\u544a\u66f8\u306b\u7248\u306e\u6b04\u304c\u7121\u304f\u3001\u88dc\u3046\u8868\u3067\u3082\u6c7a\u307e\u3089\u306a\u3044 | \u5f53\u6642\u306e\u7248\u304c\u6c7a\u307e\u3089\u306a\u3044\u3001\u3068\u66f8\u3044\u3066\u8cac\u4efb\u8005\u3078\u56de\u3059 |\n| \u6709\u52b9\u306a\u7248\u304c\u7121\u304f\u3001\u5ec3\u6b62\u3057\u305f\u7248\u3060\u3051\u304c\u5f53\u305f\u308b | `retired_only` \u3067\u8cac\u4efb\u8005\u3078\u56de\u3059 |\n| \u8cea\u554f\u3057\u305f\u4eba\u306e\u30b0\u30eb\u30fc\u30d7\u304c\u5f15\u3051\u306a\u3044 | \u691c\u7d22\u3092\u3057\u306a\u3044\u3002**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6a29\u9650\u3067\u4ee3\u308f\u308a\u306b\u63a2\u3055\u306a\u3044** |\n| answer \u306e\u5fdc\u7b54\u304c\u5931\u6557\u3059\u308b | \u7a93\u53e3\u306e\u5206\u6790\u62c5\u5f53\u3078\u8cea\u554f\u3092\u305d\u306e\u307e\u307e\u56de\u3059 |\n\n**7\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u6b62\u3081\u65b9\u3067\u3059\u3002** \u30b0\u30eb\u30fc\u30d7\u304c\u5f15\u3051\u306a\u3044\u3068\u304d\u306b\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6a29\u9650\u3067\u63a2\u3059\u3068\u3001**\u305d\u306e1\u56de\u3060\u3051\u3001\u672a\u516c\u958b\u306e\u30c6\u30fc\u30de\u306e\u5831\u544a\u66f8\u304c\u5225\u306e\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u306b\u5c4a\u304d\u307e\u3059\u3002** \u5f15\u3051\u306a\u3051\u308c\u3070\u6b62\u3081\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d7\u3051\u53d6\u3063\u305f\u8cea\u554f\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3001\u8cea\u554f\u3057\u305f\u4eba\u3001\u53d6\u308a\u51fa\u3057\u305f\u756a\u53f7\n- \u6e21\u3057\u305f\u7d5e\u308a\u8fbc\u307f\u3068\u524d\u7f6e\u304d\u3001answer \u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u7b54\u3048\u3001\u5f15\u7528\u3001\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3001`answerSkippedReasons`\uff09\n- \u6570\u5024\u306e\u7167\u5408\u306e\u7d50\u679c\u3068\u3001\u5408\u308f\u306a\u304b\u3063\u305f\u6570\u5024\n- \u8fd4\u3057\u305f\u7b54\u3048\u304b\u3001\u56de\u3057\u305f\u7406\u7531\n- \u7814\u7a76\u54e1\u304c\u4ed8\u3051\u305f\u5f53\u305f\u308a\u5916\u308c\u3068\u3001\u8cac\u4efb\u8005\u304c\u7b54\u3048\u305f\u5185\u5bb9\n\n**2\u884c\u76ee\u3067\u5fdc\u7b54\u306e\u5168\u6587\u3092\u6b8b\u3059\u306e\u306f\u3001\u7b54\u3048\u306e\u8aa4\u308a\u3092\u5f8c\u304b\u3089\u78ba\u304b\u3081\u308b\u305f\u3081\u3067\u3059\u3002** \u8aa4\u3063\u305f\u6761\u4ef6\u3067\u6e2c\u3063\u305f\u8a66\u6599\u304c\u5f8c\u3067\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u3001**\u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u7b87\u6240\u3092\u6839\u62e0\u306b\u7b54\u3048\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u540c\u3058\u8aa4\u308a\u304c\u4ed6\u306b\u3082\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u3001\u8cea\u554f\u309220\u4ef6\u9078\u3076\uff08\u904e\u53bb\u306e\u6e2c\u5b9a10\u4ef6\u3001\u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a10\u4ef6\uff09\n2. \u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u5206\u6790\u62c5\u5f53\u304c\u5f53\u6642\u6839\u62e0\u306b\u3057\u305f\u5831\u544a\u66f8\u30fb\u30e1\u30bd\u30c3\u30c9\u30fb\u6761\u4ef6\u8868\u3092\u96c6\u3081\u308b\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u3001\u96c6\u3081\u305f\u6587\u66f8\u3068\u8cea\u554f\u3092\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u6587\u66f8\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u6761\u4ef6\u306f\u6570\u5024\u3068\u5358\u4f4d\u3092\u305d\u306e\u307e\u307e\u66f8\u304d\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u8a18\u8f09\u306a\u3057\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u65b0\u3057\u3044\u6761\u4ef6\u3092\u63d0\u6848\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u5f53\u6642\u306e\u5206\u6790\u62c5\u5f53\u306e\u7b54\u3048\u3068\u6bd4\u3079\u308b\n\n**\u6700\u5c0f\u69cb\u6210\u3067\u78ba\u304b\u3081\u305f\u3044\u306e\u306f\u3001\u6587\u66f8\u306e\u66f8\u304d\u65b9\u3067\u7b54\u3048\u3089\u308c\u308b\u304b\u3067\u3059\u3002** \u63a2\u3059\u306e\u306f\u307e\u3060\u4eba\u3067\u3059\u3002**\u672a\u516c\u958b\u306e\u30c6\u30fc\u30de\u306e\u5831\u544a\u66f8\u306f\u3001\u3053\u306e\u6bb5\u968e\u3067\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u7b54\u3048\u3068\u540c\u3058\u6761\u4ef6\u304c\u51fa\u305f | **\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u3066\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u306b\u9032\u3080** |\n| \u6570\u5024\u3092\u4e38\u3081\u305f\u308a\u3001\u63db\u7b97\u3057\u305f\u308a\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5831\u544a\u66f8\u306b\u7248\u304c\u66f8\u304b\u308c\u3066\u304a\u3089\u305a\u7b54\u3048\u3089\u308c\u306a\u3044 | **\u5831\u544a\u66f8\u306e\u69d8\u5f0f\u3092\u76f4\u3059\u306e\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |","minimal_setup_short":"\u4eba\u304c\u96c6\u3081\u305f\u6587\u66f8\u3092AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u6761\u4ef6\u3092\u5f15\u7528\u3055\u305b\u308b \uff0f \u6761\u4ef6\u306e\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u5831\u544a\u66f8\u3068\u30e1\u30bd\u30c3\u30c9\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u3066\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u306b\u5165\u308c\u3001\u5206\u6790\u62c5\u5f53\u304c\u691c\u7d22\u306e\u753b\u9762\u3067\u63a2\u3059 \uff0f \u6587\u66f8\u306e\u691c\u7d22\u3068\u3001\u7248\u3067\u306e\u7d5e\u308a\u8fbc\u307f","full_setup":"\u4e0a\u8a18\uff0b\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u7b54\u3048\u3001\u6570\u5024\u3092\u7167\u3089\u3057\u3001\u8cac\u4efb\u8005\u3078\u56de\u3059 \uff0f 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\u306b\u7f6e\u304f\u3053\u3068\u304c\u793e\u5185\u306e\u898f\u7a0b\u3067\u8a8d\u3081\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u3001\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002**\u7279\u306b\u91cd\u8981\u306a\u5171\u540c\u7814\u7a76\u306e\u5831\u544a\u66f8\u306f\u3001\u5951\u7d04\u3067\u5916\u90e8\u3078\u306e\u6301\u3061\u51fa\u3057\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059**\n3. **\u7b54\u3048\u3092\u6761\u4ef6\u306e\u6c7a\u5b9a\u306b\u4f7f\u308f\u305b\u306a\u3044** \u2026 \u7b54\u3048\u306f\u904e\u53bb\u306e\u8a18\u9332\u3068\u6709\u52b9\u306a\u30e1\u30bd\u30c3\u30c9\u306e\u6848\u5185\u307e\u3067\u3067\u3059\u3002**\u65b0\u3057\u3044\u6761\u4ef6\u3067\u6e2c\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u5206\u6790\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u307e\u3059**\n4. **\u8cea\u554f\u306e\u8a18\u9332\u3092\u7814\u7a76\u306e\u60c5\u5831\u3068\u3057\u3066\u6271\u3046** \u2026 \u3069\u306e\u8a66\u6599\u3092\u3069\u3046\u6e2c\u308d\u3046\u3068\u3057\u3066\u3044\u308b\u304b\u304c\u5206\u304b\u308b\u8a18\u9332\u3067\u3059\u3002**\u898b\u3089\u308c\u308b\u4eba\u3092\u5206\u6790\u30bb\u30f3\u30bf\u30fc\u306e\u7ba1\u7406\u8005\u306b\u9650\u308a\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u9055\u3046\u7248\u3084\u9055\u3046\u8a66\u6599\u306e\u6761\u4ef6\u3067\u6e2c\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u3068\u3001\u898b\u3089\u308c\u306a\u3044\u306f\u305a\u306e\u5831\u544a\u66f8\u304c\u4ed6\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5c4a\u304f\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u3068\u6570\u5024\u306e\u7167\u5408\u3067\u3001\u5f8c\u8005\u306f\u8cea\u554f\u3057\u305f\u4eba\u306e\u6a29\u9650\u3067\u306e\u547c\u3073\u51fa\u3057\u3068\u300c\u5f15\u3051\u306a\u3051\u308c\u3070\u6b62\u3081\u308b\u300d\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u5316\u5b66\u30fb\u7d20\u6750\u30fb\u98df\u54c1\u30fb\u533b\u85ac\u306a\u3069\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u7814\u7a76\u6240\u3067\u3001\u5206\u6790\u30bb\u30f3\u30bf\u30fc\u3084\u5206\u6790\u30b0\u30eb\u30fc\u30d7\u304c\u7814\u7a76\u54e1\u304b\u3089\u6e2c\u5b9a\u3092\u53d7\u3051\u3001\u5206\u6790\u30e1\u30bd\u30c3\u30c9\uff08\u6a19\u6e96\u4f5c\u696d\u624b\u9806\u66f8\uff09\u3068\u5206\u6790\u5831\u544a\u66f8\u304c\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3084\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u306b\u6570\u767e\u301c\u6570\u5343\u4ef6\u305f\u307e\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u300c\u524d\u306b\u3053\u306e\u8a66\u6599\u3092\u3069\u3046\u6e2c\u3063\u305f\u304b\u300d\u300c\u3053\u306e\u30e1\u30bd\u30c3\u30c9\u3067\u6e2c\u308c\u308b\u304b\u300d\u306e\u8cea\u554f\u304c\u5206\u6790\u62c5\u5f53\u306b\u96c6\u307e\u308a\u3001\u7b54\u3048\u3089\u308c\u308b\u306e\u304c\u88c5\u7f6e\u3054\u3068\u306e\u30d9\u30c6\u30e9\u30f3\u306b\u9650\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u3002\u30e1\u30bd\u30c3\u30c9\u306b\u7248\u306e\u7ba1\u7406\u304c\u3042\u308a\u3001\u6709\u52b9\u306a\u7248\u3068\u5ec3\u6b62\u3057\u305f\u7248\u3092\u533a\u5225\u3067\u304d\u308b\u5834\u5408\u3002","not_recommended_for":"\u5206\u6790\u30e1\u30bd\u30c3\u30c9\u304c\u6587\u66f8\u306b\u306a\u3063\u3066\u304a\u3089\u305a\u3001\u88c5\u7f6e\u306e\u524d\u306e\u30e1\u30e2\u3084\u500b\u4eba\u306e\u30ce\u30fc\u30c8\u306b\u3057\u304b\u6761\u4ef6\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u5834\u5408\uff08\u5148\u306b\u6587\u66f8\u306b\u3059\u308b\u306e\u304c\u5148\u3067\u3059\uff09\u3002\u5206\u6790\u5831\u544a\u66f8\u306b\u4f7f\u3063\u305f\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u65b0\u3057\u3044\u5206\u6790\u6761\u4ef6\u306e\u8a2d\u8a08\u3084\u30e1\u30bd\u30c3\u30c9\u306e\u59a5\u5f53\u6027\u306e\u8a55\u4fa1\u307e\u3067AI\u306b\u4efb\u305b\u305f\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306f\u904e\u53bb\u306e\u8a18\u9332\u3068\u6709\u52b9\u306a\u30e1\u30bd\u30c3\u30c9\u3092\u5f15\u304f\u3060\u3051\u3067\u3001\u6761\u4ef6\u3092\u6c7a\u3081\u308b\u306e\u306f\u5206\u6790\u306e\u8cac\u4efb\u8005\u3067\u3059\uff09\u3002\u7814\u7a76\u30c7\u30fc\u30bf\u3092\u793e\u5916\u306e\u30af\u30e9\u30a6\u30c9\u306b\u7f6e\u304f\u3053\u3068\u304c\u793e\u5185\u306e\u898f\u7a0b\u3067\u8a8d\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a\u5831\u544a\u66f8\u306e\u69d8\u5f0f\u306b\u6b04\u3092\u8db3\u3059**\n\n\u5206\u6790\u5831\u544a\u66f8\u306e\u69d8\u5f0f\u306b\u3001**\u300c\u30e1\u30bd\u30c3\u30c9\u306e\u756a\u53f7\u3068\u7248\u300d\u300c\u88c5\u7f6e\u306e\u756a\u53f7\u300d\u306e\u6b04**\u3092\u8db3\u3057\u307e\u3059\u3002\u4eca\u6708\u306e\u5831\u544a\u66f8\u304b\u3089\u66f8\u304f\u3088\u3046\u306b\u3057\u3001\u53e4\u3044\u5831\u544a\u66f8\u306e\u7248\u3092\u88dc\u3046\u8868\uff08\u6e2c\u5b9a\u65e5\u3068\u305d\u306e\u65e5\u306b\u6709\u52b9\u3060\u3063\u305f\u7248\uff09\u3092\u54c1\u8cea\u4fdd\u8a3c\u90e8\u3068\u4f5c\u308a\u59cb\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u8cea\u554f20\u4ef6\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u306e\u6839\u62e0\u306e\u6587\u66f8\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u6761\u4ef6\u3092\u5f15\u7528\u3055\u305b\u307e\u3059\u3002**\u6570\u5024\u3092\u4e38\u3081\u305f\u308a\u63db\u7b97\u3057\u305f\u308a\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002** \u672a\u516c\u958b\u306e\u30c6\u30fc\u30de\u306e\u5831\u544a\u66f8\u306f\u307e\u3060\u4f7f\u3044\u307e\u305b\u3093\u3002\n\n**3\u9031\u76ee\uff1a\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u95b2\u89a7\u306e\u7dda\u5f15\u304d\u3092\u6c7a\u3081\u308b**\n\n\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee\uff08\u7b2c7\u7ae0\u306e\u8868\uff09\u3068\u3001\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u30b0\u30eb\u30fc\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002**\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u4f7f\u3046\u304b\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u5206\u3051\u308b\u304b\u3092\u3001\u3053\u3053\u3067\u6c7a\u3081\u307e\u3059\u3002** \u5206\u5272\u306e\u8a2d\u5b9a\u3082\u3053\u3053\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30e1\u30bd\u30c3\u30c9\u3068\u6761\u4ef6\u8868\u3060\u3051\u3067\u7d22\u5f15\u3092\u4f5c\u308b**\n\n\u6709\u52b9\u306a\u30e1\u30bd\u30c3\u30c9\u3068\u88c5\u7f6e\u306e\u6761\u4ef6\u8868\u3092\u53d6\u308a\u8fbc\u307f\u3001\u300c\u3053\u308c\u304b\u3089\u306e\u6e2c\u5b9a\u300d\u306e\u8cea\u554f\u3060\u3051\u3092\u691c\u7d22\u306e\u753b\u9762\u3067\u8a66\u3057\u307e\u3059\u3002**\u6709\u52b9\u306a\u7248\u3060\u3051\u304c\u8fd4\u308a\u3001\u6761\u4ef6\u8868\u306e\u5217\u304c\u305a\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u76f4\u8fd13\u5e74\u5206\u306e\u5831\u544a\u66f8\u3092\u5165\u308c\u3001\u300c\u904e\u53bb\u306e\u6e2c\u5b9a\u300d\u306e2\u56de\u306e\u691c\u7d22\u3068\u6570\u5024\u306e\u7167\u5408\u3092\u8db3\u3057\u3001\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u306b\u3064\u306a\u304e\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u8cac\u4efb\u8005\u3078\u56de\u3063\u305f\u7406\u7531\u3092\u6bce\u9031\u6570\u3048\u3001\u7248\u306e\u6b04\u304c\u7121\u3044\u5831\u544a\u66f8\u3068\u9069\u7528\u7bc4\u56f2\u306e\u66f8\u304d\u65b9\u3092\u76f4\u3057\u30011\u4ef620\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u30d9\u30c6\u30e9\u30f3\u306b\u805e\u304b\u306a\u304f\u3066\u3082\u3001\u904e\u53bb\u306e\u6761\u4ef6\u3092\u7248\u3068\u88c5\u7f6e\u306e\u756a\u53f7\u4ed8\u304d\u3067\u8fd4\u305b\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0219","UC-0053","UC-0517","UC-0856"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"},{"id":5349,"slug":"kokoku-link-zokusei","title":"\u5e83\u544a\u306e\u30ea\u30f3\u30af\u306b\u4ed8\u3051\u308b\u6307\u5b9a\u3068\u306f\uff1f\uff5c\u691c\u7d22\u306e\u8a55\u4fa1\u3092\u5b88\u308b"}],"sources":"| \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\u691c\u7d22\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001\u524d\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u3084\u308a\u53d6\u308a\u3092\u7d9a\u3051\u3089\u308c\u308b\u3053\u3068\u3002`includeCitations`\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09\u3001`ignoreLowRelevantContent`\u3001`ignoreNonAnswerSeekingQuery`\u3001`promptSpec` \u306e `preamble`\u3001`searchParams` \u306e `filter` \u3068 `maxReturnResults`\uff08\u65e2\u5b9a10\u3001\u4e0a\u965025\uff09\u3002`groundingSpec` \u306e `includeGroundingSupports` \u3068 `filteringLevel`\uff08`FILTERING_LEVEL_LOW`\uff0f`HIGH`\uff09\u3002`answerSkippedReasons` \u306e `NO_RELEVANT_CONTENT` \u3068 `LOW_GROUNDED_CONTENT`\u3002`citations` \u306e `startIndex`\uff0f`endIndex` \u304c UTF-8 \u306e\u30d0\u30a4\u30c8\u5358\u4f4d\u3067\u3042\u308b\u3053\u3068\u3002`references` \u306e `chunkInfo` \u3068\u6587\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-09 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c PDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \u3092\u6271\u3044\u3001\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u306a\u3069\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u3002\u8868\u306e\u6ce8\u91c8\u306e\u6a5f\u80fd\u3002\u5206\u5272\u306e\u5927\u304d\u3055\u304c100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a500\uff09\u3001`includeAncestorHeadings` \u304c\u65e2\u5b9a\u3067\u7121\u52b9\u3001\u5206\u5272\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u306a\u3044\u3053\u3068\u3002\u30d1\u30fc\u30b5\u30fc\u306e\u5909\u66f4\u304c\u65b0\u3057\u304f\u53d6\u308a\u8fbc\u3080\u6587\u66f8\u306b\u3060\u3051\u52b9\u304f\u3053\u3068 | [Google Cloud: Parse and chunk documents](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-09 |\n| \u7d5e\u308a\u8fbc\u307f\u306e `ANY()`\u3001\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3001`AND`\uff0f`OR`\u3001`NOT`\u3001\u65e5\u4ed8\u3092 ISO 8601 \u306e\u6587\u5b57\u5217\u3067\u6bd4\u3079\u3089\u308c\u308b\u3053\u3068\u3001\u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [Google Cloud: Filter search for structured or unstructured data](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-09 |\n| \u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u304c\u30d7\u30ec\u30d3\u30e5\u30fc\u3067\u3042\u308b\u3053\u3068\u3002Cloud Storage \u3067\u306f `acl_info` \u306e `readers` \u306b `principals`\uff08`group_id` \u304b `user_id`\uff09\u3092\u66f8\u304f\u3053\u3068\u3002\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u6642\u306b\u3057\u304b\u9078\u3079\u306a\u3044\u3053\u3068\u30021\u6587\u66f8\u306e\u8aad\u307f\u624b\u304c3,000\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002\u793e\u5916\u306e ID \u57fa\u76e4\u306f Workforce Identity Federation \u3067\u3064\u306a\u3050\u3053\u3068\u3002\u5229\u7528\u8005\u306b `discoveryengine.servingConfigs.answer` \u306a\u3069\u3092\u542b\u3080\u30ab\u30b9\u30bf\u30e0\u306e\u30ed\u30fc\u30eb\u3092\u4ed8\u3051\u308b\u3053\u3068\u304c\u52e7\u3081\u3089\u308c\u3066\u3044\u308b\u3053\u3068 | [Google Cloud: Set up data source access control](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/data-source-access-control) | 2026-10-09 |\n| \u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u5bfe\u5fdc\u5f62\u5f0f\uff08PDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX \u306a\u3069\uff09\u30021\u30d5\u30a1\u30a4\u30eb200MB\u30011\u56de\u306b10\u4e07\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u53d6\u308a\u8fbc\u3081\u308b\u3053\u3068\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u3092 JSON Lines \u3067 `id`\u30fb`structData`\u30fb`content`\uff08`mimeType`\u30fb`uri`\uff09\u3068\u3057\u3066\u66f8\u304f\u3053\u3068 | [Google Cloud: Prepare data for ingesting](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/prepare-data) | 2026-10-09 |\n\n**\u5206\u6790\u6761\u4ef6\u306e\u6c7a\u5b9a\u3068\u30e1\u30bd\u30c3\u30c9\u306e\u59a5\u5f53\u6027\u306e\u78ba\u8a8d\u306f\u3001\u5404\u793e\u306e\u624b\u9806\u306b\u6cbf\u3063\u3066\u5206\u6790\u306e\u8cac\u4efb\u8005\u304c\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** 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