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\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u7167\u4f1a\u3054\u3068\u306b\u6587\u66f8\u306b\u5206\u3051\u3001\u533a\u5206\u3092\u5206\u91ce\u306e\u9805\u76ee\u306b\u5199\u3057\u307e\u3059\u3002\n\n**\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u901a\u9054\u306b\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u3084\u753b\u50cf\u306e\u4e2d\u306b\u6587\u5b57\u304c\u3042\u308bPDF\u306b\u306f\u3001**\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u6709\u52b9\u306b\u3059\u308b\u3053\u3068\u3092\u52e7\u3081\u3066\u3044\u307e\u3059\u3002** \u53e4\u3044\u901a\u9054\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u306e\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001\u6700\u521d\u304b\u3089\u6709\u52b9\u306b\u3057\u3066\u4f5c\u308a\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u56de\u7b54\u306f\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u6c7a\u307e\u3063\u305f\u5f62\u306e\u6587\u66f8\u306b\u66f8\u304d\u51fa\u3057\u3066\u304b\u3089\u5165\u308c\u307e\u3059\u3002** \u9867\u554f\u5148\u306e\u30d5\u30a9\u30eb\u30c0\u306e\u56de\u7b54\u306e\u6587\u66f8\u304b\u3089\u3001\u56de\u7b54\u306e\u65e5\u30fb\u5206\u91ce\u30fb\u8ad6\u70b9\u30fb\u6839\u62e0\u306e\u756a\u53f7\u30fb\u8981\u65e8\u3092\u66f8\u304d\u51fa\u3057\u3001**\u9867\u554f\u5148\u306e\u540d\u524d\u3001\u793e\u54e1\u306e\u540d\u524d\u3001\u4f1a\u793e\u3092\u63a8\u3057\u91cf\u308c\u308b\u56fa\u6709\u306e\u4e8b\u60c5\u3092\u3001\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**","preprocessing":"1. **\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3092\u4f5c\u308b** \u2026 \u753b\u9762\u3067\u9078\u3093\u3060\u5206\u91ce\u3092\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306b\u3057\u307e\u3059\n2. **\u73fe\u884c\u306e\u3082\u306e\u306b\u9650\u308b** \u2026 answer \u30e1\u30bd\u30c3\u30c9\u306b\u6e21\u3059\u901a\u9054\u306b\u306f\u3001\u5fc5\u305a\u72b6\u614b\u304c\u300c\u73fe\u884c\u300d\u306e\u3082\u306e\u3060\u3051\u3092\u9078\u3076\u6761\u4ef6\u3092\u8db3\u3057\u307e\u3059\n3. **\u6839\u62e0\u3068\u524d\u4f8b\u3092\u5206\u3051\u308b** \u2026 answer \u30e1\u30bd\u30c3\u30c9\u306f\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u3060\u3051\u3001search \u30e1\u30bd\u30c3\u30c9\u306f\u904e\u53bb\u306e\u56de\u7b54\u3060\u3051\u306b\u7d5e\u308a\u307e\u3059\n4. **\u8cea\u554f\u306e\u8a00\u8449\u3092\u901a\u9054\u306e\u8a00\u8449\u306b\u5bc4\u305b\u308b** \u2026 \u7f6e\u304d\u63db\u3048\u306e\u8868\u3092\u901a\u3057\u3001\u300c\u30d1\u30fc\u30c8\u3055\u3093\u300d\u3092\u300c\u77ed\u6642\u9593\u52b4\u50cd\u8005\u300d\u3001\u300c\u624b\u5f53\u300d\u3092\u5206\u91ce\u306b\u5fdc\u3058\u3066\u300c\u8cc3\u91d1\u300d\u304b\u300c\u5831\u916c\u300d\u306b\u7f6e\u304d\u63db\u3048\u305f\u6587\u3092\u8db3\u3057\u307e\u3059\n5. **\u500b\u4eba\u3068\u9867\u554f\u5148\u306e\u60c5\u5831\u306e\u78ba\u304b\u3081** \u2026 \u8cea\u554f\u306e\u6587\u306b\u4f1a\u793e\u306e\u540d\u524d\u3084\u793e\u54e1\u306e\u540d\u524d\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u9001\u308b\u524d\u306b\u6d88\u3059\u3088\u3046\u753b\u9762\u3067\u77e5\u3089\u305b\u307e\u3059\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u6b21\u306e\u5f62\u306b\u306a\u308a\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u306e\u66f8\u304d\u65b9\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `\u9805\u76ee: ANY(\"\u5024\")` \u3067\u3001\u5f0f\u306f `AND` \u3068 `OR` \u3067\u3064\u306a\u304e\u3001\u65e5\u4ed8\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u8f03\u306e\u8a18\u53f7\u3067\u7d5e\u308c\u307e\u3059\u3002\n\n```\ndoc_type: ANY(\"circular\", \"pension_qa\")\nAND field: ANY(\"\u793e\u4f1a\u4fdd\u967a\u306e\u9069\u7528\")\nAND status: ANY(\"current\")\n```\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u5bfe\u8c61\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u306e\u8a2d\u5b9a\u3067 indexable \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001**indexable \u306b\u3057\u3066\u3082\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u306a\u3044\u9805\u76ee\u304c\u3042\u308a\u3046\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u521d\u306b\u3001\u4e0a\u306e\u9805\u76ee\u3067\u7d5e\u308a\u8fbc\u3081\u308b\u3053\u3068\u3092\u8a66\u3057\u3066\u304b\u3089\u904b\u7528\u306b\u5165\u308a\u307e\u3059\u3002\n\n**4\u756a\u76ee\u306e\u7f6e\u304d\u63db\u3048\u306f\u3001\u5143\u306e\u6587\u3092\u6d88\u3055\u305a\u306b\u8db3\u3057\u307e\u3059\u3002** \u7f6e\u304d\u63db\u3048\u305f\u6587\u3060\u3051\u3067\u691c\u7d22\u3059\u308b\u3068\u3001**\u9867\u554f\u5148\u306e\u8a00\u8449\u3067\u66f8\u304b\u308c\u305f\u904e\u53bb\u306e\u56de\u7b54\u304c\u898b\u3064\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u904e\u53bb\u306e\u56de\u7b54\u306e\u691c\u7d22\u306b\u306f\u3001\u5143\u306e\u6587\u3082\u4f7f\u3044\u307e\u3059\u3002","ai_processing":"**answer \u30e1\u30bd\u30c3\u30c9\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a72\u5f53\u7b87\u6240\u3092\u8ad6\u70b9\u3054\u3068\u306b\u4e26\u3079\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u7d50\u8ad6\u306f\u66f8\u304b\u305b\u307e\u305b\u3093\u3002\u904e\u53bb\u306e\u56de\u7b54\u306e\u691c\u7d22\u3068\u3001\u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u306e\u5370\u306f\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u306e\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8ad6\u70b9\u306e\u6574\u7406 | \u8cea\u554f\u306e\u8ad6\u70b9\u3054\u3068\u306b\u3001\u8a72\u5f53\u3059\u308b\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a18\u8f09\u3092\u4e26\u3079\u308b |\n| \u5f15\u7528 | \u6587\u3054\u3068\u306b\u3001\u5143\u306e\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u3092\u793a\u3059 |\n| \u8a18\u8f09\u306e\u7121\u3044\u3053\u3068\u306e\u660e\u793a | \u898b\u3064\u304b\u3089\u306a\u3044\u8ad6\u70b9\u306f\u300c\u8a72\u5f53\u306e\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304f |\n| \u904e\u53bb\u306e\u56de\u7b54\u306e\u691c\u7d22\uff08search \u30e1\u30bd\u30c3\u30c9\uff09 | \u540c\u3058\u5206\u91ce\u306e\u904e\u53bb\u306e\u56de\u7b54\u3092\u3001\u65e5\u4ed8\u306e\u65b0\u3057\u3044\u9806\u306b\u8fd4\u3059 |\n\n| \u4e2d\u7d99\u306e\u51e6\u7406\u306e\u898f\u5247 | \u4e2d\u8eab |\n|:--|:--|\n| \u5f15\u7528\u306e\u7121\u3044\u6587\u3092\u5916\u3059 | \u5f15\u7528\u306e\u4ed8\u3044\u3066\u3044\u306a\u3044\u6587\u306f\u30e1\u30e2\u306b\u51fa\u3055\u306a\u3044 |\n| \u652f\u6301\u306e\u4f4e\u3044\u6587\u3092\u5916\u3059 | \u652f\u6301\u306e\u5ea6\u5408\u3044\u304c\u4e8b\u52d9\u6240\u3067\u6c7a\u3081\u305f\u5024\u3092\u4e0b\u56de\u308b\u6587\u3092\u5916\u3059 |\n| \u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u306e\u5370 | \u904e\u53bb\u306e\u56de\u7b54\u306e\u65e5\u4ed8\u3088\u308a\u5f8c\u306e\u767a\u51fa\u65e5\u3067\u3001\u540c\u3058\u5206\u91ce\u306e\u901a\u9054\u304c\u3042\u308c\u3070\u5370\u3092\u4ed8\u3051\u308b |\n| \u6839\u62e0\u306e\u756a\u53f7\u306e\u7167\u5408 | \u904e\u53bb\u306e\u56de\u7b54\u304c\u6839\u62e0\u306b\u3057\u305f\u901a\u9054\u306e\u72b6\u614b\u304c\u300c\u6539\u6b63\u3042\u308a\u300d\u300c\u5ec3\u6b62\u300d\u306a\u3089\u5370\u3092\u4ed8\u3051\u308b |\n\n**\u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u306e\u5370\u306f\u3001\u898f\u5247\u3067\u4ed8\u3051\u307e\u3059\u3002** \u751f\u6210AI\u306b\u300c\u3053\u306e\u56de\u7b54\u306f\u3044\u307e\u3082\u6709\u52b9\u304b\u300d\u3068\u805e\u304f\u3068\u3001**\u305d\u306e\u5224\u65ad\u305d\u306e\u3082\u306e\u304c\u65b0\u3057\u3044\u89e3\u91c8\u306b\u306a\u308a\u307e\u3059\u3002** \u65e5\u4ed8\u3068\u72b6\u614b\u3092\u6bd4\u3079\u3066\u5370\u3092\u4ed8\u3051\u308b\u3060\u3051\u306b\u3057\u3001\u6709\u52b9\u304b\u3069\u3046\u304b\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u8aad\u3093\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u7d50\u8ad6\u306e\u8a18\u8f09 | \u89e3\u91c8\u306e\u6c7a\u5b9a\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u884c\u3046 |\n| \u9867\u554f\u5148\u3078\u306e\u56de\u7b54\u306e\u6587 | \u9867\u554f\u5148\u306e\u4e8b\u60c5\u3092\u898b\u3066\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u66f8\u304f |\n| \u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u306e\u88dc\u3044 | \u6839\u62e0\u306e\u30e1\u30e2\u306b\u51fa\u5178\u306e\u7121\u3044\u8a18\u8f09\u304c\u6df7\u3056\u308b |\n| \u904e\u53bb\u306e\u56de\u7b54\u306e\u6709\u52b9\u6027\u306e\u5224\u65ad | \u65e5\u4ed8\u3068\u72b6\u614b\u306e\u5370\u307e\u3067\u306b\u3059\u308b |\n\n**3\u884c\u76ee\u304c\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u901a\u9054\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u8ad6\u70b9\u306b\u3064\u3044\u3066\u3001**\u4e00\u822c\u306b\u8a00\u308f\u308c\u3066\u3044\u308b\u53d6\u6271\u3044\u3092\u305d\u308c\u3089\u3057\u304f\u66f8\u304d\u3001\u5f15\u7528\u3092\u4ed8\u3051\u305a\u306b\u6587\u3092\u8db3\u3057\u307e\u3059\u3002** \u4e2d\u7d99\u306e\u51e6\u7406\u3067\u5f15\u7528\u306e\u7121\u3044\u6587\u3092\u5916\u3059\u306e\u306f\u3001\u3053\u306e\u305f\u3081\u3067\u3059\u3002","prompt_example":"**answer \u30e1\u30bd\u30c3\u30c9\u306e\u30d7\u30ea\u30a2\u30f3\u30d6\u30eb\uff08\u7b54\u3048\u306e\u66f8\u304d\u65b9\u306e\u6307\u793a\uff09\u306e\u4f8b\u3067\u3059\u3002**\n\n```\n\u3042\u306a\u305f\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u4e8b\u52d9\u6240\u3067\u3001\u9867\u554f\u5148\u306e\u8cea\u554f\u306e\u6839\u62e0\u3092\u8abf\u3079\u308b\u8077\u54e1\u306e\u88dc\u52a9\u3067\u3059\u3002\n\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u539a\u751f\u52b4\u50cd\u7701\u306e\u901a\u77e5\u30fb\u901a\u9054\u3068\u3001\u65e5\u672c\u5e74\u91d1\u6a5f\u69cb\u306e\u7591\u7fa9\u7167\u4f1a\u3068\u56de\u7b54\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u8cea\u554f\u306e\u8ad6\u70b9\u3092\u5206\u3051\u3001\u8ad6\u70b9\u3054\u3068\u306b\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8ad6\u70b9\u3054\u3068\u306b\u3001\u5f53\u3066\u306f\u307e\u308b\u901a\u9054\u307e\u305f\u306f\u7591\u7fa9\u7167\u4f1a\u306e\u8a18\u8f09\u3092\u3001\u5143\u306e\u66f8\u304d\u65b9\u306b\u8fd1\u3044\u5f62\u3067\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u901a\u9054\u306e\u6587\u66f8\u756a\u53f7\u3001\u767a\u51fa\u65e5\u3001\u7591\u7fa9\u7167\u4f1a\u306e\u533a\u5206\u304c\u5206\u304b\u308c\u3070\u3001\u6587\u306e\u4e2d\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u540c\u3058\u8ad6\u70b9\u3067\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u4e21\u65b9\u304c\u3042\u308c\u3070\u3001\u4e21\u65b9\u3092\u5206\u3051\u3066\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u3067\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u8ad6\u70b9\u306f\u300c\u8a72\u5f53\u306e\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u77e5\u8b58\u3084\u4ed6\u306e\u8cc7\u6599\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u301c\u306b\u8a72\u5f53\u3057\u307e\u3059\u300d\u300c\u301c\u306f\u5bfe\u8c61\u5916\u3067\u3059\u300d\u306e\u3088\u3046\u306a\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8a18\u8f09\u3092\u305d\u306e\u307e\u307e\u793a\u3059\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8cea\u554f\u306e\u4f1a\u793e\u306e\u4e8b\u60c5\u306b\u5f53\u3066\u306f\u3081\u305f\u5224\u65ad\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6539\u6b63\u524d\u306e\u53d6\u6271\u3044\u3068\u6539\u6b63\u5f8c\u306e\u53d6\u6271\u3044\u3092\u6df7\u305c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u767a\u51fa\u65e5\u306e\u9055\u3046\u901a\u9054\u306f\u3001\u65e5\u4ed8\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u5206\u3051\u3066\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u6700\u5f8c\u306e1\u6587\u306b\u7d50\u8ad6\u3092\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002** \u300c\u4ee5\u4e0a\u304b\u3089\u3001\u901a\u52e4\u624b\u5f53\u306f\u5831\u916c\u306b\u542b\u307e\u308c\u307e\u3059\u300d\u306e\u3088\u3046\u306a1\u6587\u3067\u3059\u3002**\u6b63\u3057\u3044\u304b\u3069\u3046\u304b\u306b\u304b\u304b\u308f\u3089\u305a\u3001\u305d\u306e1\u6587\u304c\u30e1\u30e2\u304b\u3089\u9867\u554f\u5148\u3078\u306e\u56de\u7b54\u306b\u5199\u3055\u308c\u307e\u3059\u3002** \u7d50\u8ad6\u3092\u66f8\u304f\u306e\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u3067\u3059\u3002\n\n**\u300c\u6539\u6b63\u524d\u3068\u6539\u6b63\u5f8c\u3092\u6df7\u305c\u306a\u3044\u300d\u3082\u5927\u4e8b\u3067\u3059\u3002** \u72b6\u614b\u3092\u300c\u73fe\u884c\u300d\u306b\u7d5e\u3063\u3066\u3044\u3066\u3082\u3001\u73fe\u884c\u306e\u901a\u9054\u306e\u4e2d\u306b\u300c\u5f93\u524d\u306e\u53d6\u6271\u3044\u306f\u301c\u300d\u3068\u3044\u3046\u8a18\u8f09\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u308c\u3092\u4eca\u306e\u53d6\u6271\u3044\u3068\u4e26\u3079\u3066\u66f8\u304f\u3068\u3001\u3069\u3061\u3089\u304c\u4eca\u306e\u53d6\u6271\u3044\u304b\u8aad\u307f\u5206\u3051\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u5f15\u7528\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u3067\u4ed8\u3051\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`answerGenerationSpec` \u306e `includeCitations` \u3067\u5f15\u7528\u3092\u8fd4\u3059\u304b\u3092\u6c7a\u3081\u3001**\u65e2\u5b9a\u306f `false`** \u3067\u3059\u3002\u5fc5\u305a `true` \u306b\u3057\u307e\u3059\u3002\u5f15\u7528\u306e\u4f4d\u7f6e\u3092\u793a\u3059 `startIndex` \u3068 `endIndex` \u306f\u3001**\u6587\u5b57\u306e\u6570\u3067\u306f\u306a\u304f UTF-8 \u306e\u30d0\u30a4\u30c8\u306e\u6570**\u3067\u6570\u3048\u3089\u308c\u308b\u306e\u3067\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u3067\u753b\u9762\u306b\u5370\u3092\u4ed8\u3051\u308b\u3068\u304d\u306f\u30d0\u30a4\u30c8\u304b\u3089\u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u76f4\u3057\u307e\u3059\u3002","output_data":"**\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9\u306e\u7d50\u679c\u3092\u6b21\u306e\u5f62\u306b\u307e\u3068\u3081\u3066\u753b\u9762\u306b\u8fd4\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"query\": { \"field\": [\"\u793e\u4f1a\u4fdd\u967a\u306e\u5831\u916c\u30fb\u4fdd\u967a\u6599\"], \"text\": \"\u901a\u52e4\u624b\u5f53\u30926\u304b\u6708\u5206\u307e\u3068\u3081\u3066\u6255\u3046\u5834\u5408\u306e\u5831\u916c\u306e\u6271\u3044\" },\n  \"points\": [\n    {\n      \"heading\": \"\u307e\u3068\u3081\u3066\u652f\u7d66\u3059\u308b\u901a\u52e4\u624b\u5f53\u306e\u5831\u916c\u6708\u984d\u3078\u306e\u7b97\u5165\",\n      \"sentences\": [\n        { \"text\": \"\u7591\u7fa9\u7167\u4f1a\uff08\u539a\u751f\u5e74\u91d1\u4fdd\u967a \u9069\u7528\uff09\u3067\u306f\u3001\u2026\u3068\u56de\u7b54\u3055\u308c\u3066\u3044\u308b\u3002\",\n          \"citations\": [{ \"doc\": \"pension_qa_kosei_tekiyo_0412\", \"kind\": \"pension_qa\" }],\n          \"support\": 0.88 }\n      ]\n    }\n  ],\n  \"dropped_sentences\": 1,\n  \"past_answers\": [\n    { \"answer_date\": \"2023-05-18\", \"answer_id\": \"A-0613\", \"basis\": [\"\u901a\u9054 X-123\"],\n      \"summary\": \"6\u304b\u6708\u5b9a\u671f\u306e\u901a\u52e4\u624b\u5f53\u306e\u6708\u5272\u308a\u306e\u6271\u3044\", \"flags\": [\"later_circular\"] }\n  ]\n}\n```\n\n**`dropped_sentences` \u306f\u3001\u5f15\u7528\u304c\u7121\u3044\u304b\u652f\u6301\u306e\u4f4e\u3044\u6587\u3092\u5916\u3057\u305f\u6570\u3067\u3059\u3002** \u753b\u9762\u306b\u306f\u300c\u6839\u62e0\u3092\u78ba\u304b\u3081\u3089\u308c\u306a\u304b\u3063\u305f\u6587\u30921\u3064\u5916\u3057\u307e\u3057\u305f\u300d\u3068\u51fa\u3057\u3001**\u5916\u3057\u305f\u6587\u305d\u306e\u3082\u306e\u306f\u898b\u305b\u307e\u305b\u3093\u3002**\n\n**`flags` \u306e `later_circular` \u306f\u3001\u904e\u53bb\u306e\u56de\u7b54\u306e\u65e5\u4ed8\u3088\u308a\u5f8c\u306b\u540c\u3058\u5206\u91ce\u306e\u901a\u9054\u304c\u51fa\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002** \u6839\u62e0\u306b\u3057\u305f\u901a\u9054\u306e\u72b6\u614b\u304c\u300c\u6539\u6b63\u3042\u308a\u300d\u300c\u5ec3\u6b62\u300d\u306a\u3089 `basis_changed` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u753b\u9762\u3067\u306f\u3001\u5370\u306e\u4ed8\u3044\u305f\u904e\u53bb\u306e\u56de\u7b54\u3092\u7070\u8272\u306b\u3057\u3001\u300c\u5f8c\u306b\u901a\u9054\u3042\u308a\u300d\u3068\u8868\u793a\u3057\u307e\u3059\u3002**\n\n| \u753b\u9762\u306e\u6b04 | \u4e2d\u8eab |\n|:--|:--|\n| \u8ad6\u70b9\u306e\u6574\u7406 | \u8ad6\u70b9\u3054\u3068\u306e\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a18\u8f09\u3002\u6587\u3054\u3068\u306b\u5f15\u7528\u306e\u5143\u3092\u958b\u304f\u30ea\u30f3\u30af |\n| \u5f15\u7528\u306e\u5143 | \u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a72\u5f53\u306e\u6587\u66f8\u3092\u958b\u304f\u30dc\u30bf\u30f3 |\n| \u904e\u53bb\u306e\u56de\u7b54 | \u540c\u3058\u5206\u91ce\u306e\u56de\u7b54\u3092\u65b0\u3057\u3044\u9806\u306b\u3002\u65e5\u4ed8\u3001\u6839\u62e0\u306e\u756a\u53f7\u3001\u8981\u65e8\u3001\u5370 |\n| \u6839\u62e0\u306e\u30e1\u30e2\u306b\u6b8b\u3059 | \u8077\u54e1\u304c\u78ba\u304b\u3081\u305f\u5f15\u7528\u3068\u904e\u53bb\u306e\u56de\u7b54\u3092\u9078\u3073\u3001\u30e1\u30e2\u306b\u66f8\u304d\u51fa\u3059\u30dc\u30bf\u30f3 |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u691c\u7d22\u306e\u753b\u9762 | \u4e2d\u7d99\u306e\u51e6\u7406\u306e API | \u5206\u91ce\u3068\u8cea\u554f\u306e\u6587\u3092\u53d7\u3051\u3001\u307e\u3068\u3081\u305f\u7d50\u679c\u3092\u8fd4\u3059 |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9\u3001search \u30e1\u30bd\u30c3\u30c9 | \u6839\u62e0\u306e\u5f15\u7528\u3068\u904e\u53bb\u306e\u56de\u7b54 |\n| Cloud Storage | \u4e2d\u7d99\u306e\u51e6\u7406\u3068\u767b\u9332\u306e\u753b\u9762\u304c\u66f8\u304f | \u901a\u9054\u30fb\u7591\u7fa9\u7167\u4f1a\u30fb\u904e\u53bb\u306e\u56de\u7b54\u306e\u5199\u3057\u3068\u30e1\u30bf\u30c7\u30fc\u30bf |\n| \u9867\u554f\u5148\u306e\u53f0\u5e33 | \u8aad\u307e\u306a\u3044 | \u691c\u7d22\u306b\u9867\u554f\u5148\u306e\u60c5\u5831\u3092\u4f7f\u308f\u306a\u3044 |\n| \u76f8\u8ac7\u306e\u8a18\u9332 | \u8077\u54e1\u304c\u6839\u62e0\u306e\u30e1\u30e2\u3092\u8cbc\u308b | \u56de\u7b54\u306e\u6c7a\u5b9a\u307e\u3067\u306e\u8a18\u9332 |\n\n**\u9867\u554f\u5148\u306e\u53f0\u5e33\u306b\u306f\u3001\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u691c\u7d22\u306b\u8981\u308b\u306e\u306f\u5206\u91ce\u3068\u8cea\u554f\u306e\u6587\u3060\u3051\u3067\u3001**\u3069\u306e\u9867\u554f\u5148\u306e\u8cea\u554f\u304b\u3092\u691c\u7d22\u306e\u5074\u304c\u77e5\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6839\u62e0\u306e\u30e1\u30e2\u3092\u76f8\u8ac7\u306e\u8a18\u9332\u306b\u8cbc\u308b\u306e\u306f\u8077\u54e1\u3067\u3059\u3002\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306b\u306f\u3001\u6575\u5bfe\u7684\u306a\u554f\u3044\u5408\u308f\u305b\u3084\u7b54\u3048\u3092\u6c42\u3081\u306a\u3044\u554f\u3044\u5408\u308f\u305b\u3092\u7121\u8996\u3059\u308b\u8a2d\u5b9a\u304c\u3042\u308a\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u306e\u4f8b\u3067\u306f `ignoreAdversarialQuery` \u3068 `ignoreNonAnswerSeekingQuery` \u3092 `true` \u306b\u3057\u3066\u3044\u307e\u3059\u3002**\u7b54\u3048\u304c\u8fd4\u3089\u306a\u304b\u3063\u305f\u3068\u304d\u306f `answerSkippedReasons` \u3092\u753b\u9762\u306b\u51fa\u3057\u3001** \u8077\u54e1\u304c\u8cea\u554f\u306e\u6587\u3092\u66f8\u304d\u76f4\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","human_review":"**\u8077\u54e1\u3068\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u306e2\u6bb5\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n1. **\u8077\u54e1\u304c\u5f15\u7528\u306e\u5143\u3092\u958b\u304f** \u2026 \u8ad6\u70b9\u3054\u3068\u306b\u3001\u5f15\u7528\u3055\u308c\u305f\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a72\u5f53\u306e\u6bb5\u843d\u3092\u958b\u304d\u3001**\u305d\u3053\u306b\u672c\u5f53\u306b\u305d\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u8077\u54e1\u304c\u904e\u53bb\u306e\u56de\u7b54\u306e\u5370\u3092\u898b\u308b** \u2026 `later_circular` \u3084 `basis_changed` \u306e\u4ed8\u3044\u305f\u56de\u7b54\u306f\u3001**\u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u3092\u958b\u3044\u3066\u3001\u524d\u63d0\u304c\u5909\u308f\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u307e\u3059**\n3. **\u8077\u54e1\u304c\u6839\u62e0\u306e\u30e1\u30e2\u306b\u6b8b\u3059** \u2026 \u78ba\u304b\u3081\u305f\u5f15\u7528\u3068\u904e\u53bb\u306e\u56de\u7b54\u3060\u3051\u3092\u9078\u3093\u3067\u30e1\u30e2\u306b\u3057\u3001\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u306b\u4e0a\u3052\u307e\u3059\n4. **\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u56de\u7b54\u3092\u6c7a\u3081\u308b** \u2026 \u30e1\u30e2\u306e\u6839\u62e0\u3092\u8aad\u307f\u3001\u9867\u554f\u5148\u306e\u4e8b\u60c5\u306b\u5f53\u3066\u306f\u3081\u3066\u56de\u7b54\u3092\u66f8\u304d\u307e\u3059\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** answer \u30e1\u30bd\u30c3\u30c9\u306e\u5f15\u7528\u306f\u6587\u3054\u3068\u306b\u4ed8\u304d\u307e\u3059\u304c\u3001**\u5f15\u7528\u306e\u5143\u306e\u3069\u306e\u6bb5\u843d\u3092\u6839\u62e0\u306b\u3057\u305f\u304b\u306f\u3001\u958b\u3044\u3066\u8aad\u307e\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002** \u6bb5\u843d\u3092\u8aad\u307f\u9055\u3048\u305f\u5f15\u7528\u306f\u3001\u652f\u6301\u306e\u5ea6\u5408\u3044\u304c\u9ad8\u304f\u3066\u3082\u8d77\u304d\u307e\u3059\u3002\n\n**\u300c\u8a72\u5f53\u306e\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u51fa\u305f\u8ad6\u70b9\u306f\u3001\u8077\u54e1\u304c\u3044\u307e\u306e\u65b9\u6cd5\u3067\u63a2\u3057\u307e\u3059\u3002** \u898b\u3064\u304b\u3063\u305f\u901a\u9054\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001**\u53d6\u308a\u8fbc\u307f\u6f0f\u308c\u3068\u3057\u3066\u62c5\u5f53\u306e\u8077\u54e1\u306b\u77e5\u3089\u305b\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001240\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u5f15\u7528\u306e\u78ba\u304b\u3081\u3068\u5370\u306e\u78ba\u304b\u3081\u306b\u6570\u5206\u304b\u304b\u308b\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u9577\u3044\u6708\u306f\u3001\u7f6e\u304d\u63db\u3048\u306e\u8868\u304b\u5206\u91ce\u306e\u4ed8\u3051\u65b9\u3092\u898b\u76f4\u3057\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7b54\u3048\u304c\u8fd4\u3089\u306a\u3044\uff08\u652f\u6301\u304c\u4f4e\u3044\u30fb\u7b54\u3048\u3092\u6c42\u3081\u306a\u3044\u554f\u3044\u5408\u308f\u305b\uff09 | \u7406\u7531\u3092\u753b\u9762\u306b\u51fa\u3057\u3001\u8cea\u554f\u306e\u6587\u304b\u5206\u91ce\u3092\u5909\u3048\u3066\u5f15\u304d\u76f4\u3059 |\n| \u5f15\u7528\u306e\u5143\u304c\u6539\u6b63\u524d\u306e\u901a\u9054 | \u72b6\u614b\u306e\u9805\u76ee\u306e\u4ed8\u3051\u8aa4\u308a\u3002\u62c5\u5f53\u306e\u8077\u54e1\u304c\u72b6\u614b\u3092\u76f4\u3059 |\n| \u904e\u53bb\u306e\u56de\u7b54\u306e\u9867\u554f\u5148\u304c\u63a8\u3057\u91cf\u308c\u308b | \u7f6e\u304d\u63db\u3048\u306e\u6f0f\u308c\u3002\u5199\u3057\u3092\u5dee\u3057\u66ff\u3048\u3066\u53d6\u308a\u8fbc\u307f\u76f4\u3059 |\n| \u6700\u65b0\u306e\u901a\u77e5\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044 | \u767b\u8f09\u6e96\u5099\u4e2d\u306e\u30b3\u30fc\u30ca\u30fc\u3092\u78ba\u304b\u3081\u3001\u62c5\u5f53\u306e\u8077\u54e1\u304c\u53d6\u308a\u8fbc\u3080 |\n| \u7591\u7fa9\u7167\u4f1a\u306e\u5f15\u7528\u304c\u5225\u306e\u7167\u4f1a\u306b\u5f53\u305f\u308b | \u7167\u4f1a\u3054\u3068\u306e\u5206\u3051\u65b9\u306e\u8aa4\u308a\u3002\u5206\u3051\u76f4\u3057\u3066\u53d6\u308a\u8fbc\u307f\u76f4\u3059 |\n\n**4\u884c\u76ee\u306f\u3001\u6bce\u6708\u8d77\u304d\u3046\u308b\u3053\u3068\u3067\u3059\u3002** \u6cd5\u4ee4\u7b49\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30da\u30fc\u30b8\u306b\u306f\u3001\u767b\u8f09\u3055\u308c\u305f\u60c5\u5831\u304c\u539a\u751f\u52b4\u50cd\u7701\u6240\u7ba1\u306e\u5168\u3066\u306e\u6cd5\u4ee4\u30fb\u901a\u77e5\u3092\u7db2\u7f85\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001**\u5b98\u5831\u306b\u63b2\u8f09\u3055\u308c\u305f\u5185\u5bb9\u3068\u7570\u306a\u308b\u5834\u5408\u306f\u5b98\u5831\u304c\u512a\u5148\u3059\u308b**\u3068\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u6839\u62e0\u306e\u30e1\u30e2\u306f\u3001\u53d6\u308a\u8fbc\u3093\u3060\u7bc4\u56f2\u3067\u306e\u691c\u7d22\u306e\u7d50\u679c\u3060\u3068\u753b\u9762\u306b\u660e\u8a18\u3057\u307e\u3059\u3002","log_storage":"- \u554f\u3044\u5408\u308f\u305b\u306e\u5206\u91ce\u3068\u8cea\u554f\u306e\u6587\uff08\u9867\u554f\u5148\u306e\u540d\u524d\u3092\u6d88\u3057\u305f\u3082\u306e\uff09\u3001\u9001\u3063\u305f\u8077\u54e1\u3001\u65e5\u6642\n- answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9\u306e\u7d50\u679c\u306e\u5168\u6587\u3001\u5916\u3057\u305f\u6587\u306e\u6570\u3001\u4ed8\u3051\u305f\u5370\n- **\u8077\u54e1\u304c\u6839\u62e0\u306e\u30e1\u30e2\u306b\u6b8b\u3057\u305f\u5f15\u7528\u3068\u3001\u6b8b\u3055\u306a\u304b\u3063\u305f\u5f15\u7528**\n- \u6839\u62e0\u306e\u30e1\u30e2\u3068\u3001\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u6c7a\u3081\u305f\u56de\u7b54\n- \u53d6\u308a\u8fbc\u3093\u3060\u901a\u9054\u30fb\u7591\u7fa9\u7167\u4f1a\u306e\u7248\u3068\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u3001\u72b6\u614b\u3092\u76f4\u3057\u305f\u8a18\u9332\n\n**3\u3064\u76ee\u306f\u3001\u691c\u7d22\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u8077\u54e1\u304c\u6b8b\u3055\u306a\u304b\u3063\u305f\u5f15\u7528\u304c\u591a\u3044\u5206\u91ce\u306f\u3001**\u5206\u91ce\u306e\u4ed8\u3051\u65b9\u304b\u7f6e\u304d\u63db\u3048\u306e\u8868\u304c\u5408\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u6708\u306b1\u56de\u3001\u62c5\u5f53\u306e\u8077\u54e1\u304c\u898b\u3066\u76f4\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":8,"assumption_frequency":240,"assumption_workdays":21,"volume_month":240,"before_minutes_per_case":20,"after_minutes_per_case":6,"hourly_cost":3500,"before_hours_month":80,"after_hours_month":24,"saved_hours_month":56,"reduction_rate":70,"saved_hours_year":672,"annual_cost_effect":2352000,"summary":"\u9867\u554f\u5148\u304b\u3089\u5c4a\u3044\u305f\u52b4\u52d9\u30fb\u793e\u4f1a\u4fdd\u967a\u306e\u8cea\u554f\u306b\u3064\u3044\u3066\u3001\u901a\u9054\u30fb\u7591\u7fa9\u7167\u4f1a\u3068\u4e8b\u52d9\u6240\u306e\u904e\u53bb\u306e\u56de\u7b54\u8a18\u9332\u304b\u3089\u5f53\u3066\u306f\u307e\u308b\u6839\u62e0\u3092\u63a2\u3057\u3001\u5f15\u7528\u3068\u65e5\u4ed8\u306e\u4ed8\u3044\u305f\u6839\u62e0\u306e\u30e1\u30e2\u306b\u3057\u307e\u3059\u3002","before_flow":"1. \u8077\u54e1\u304c\u9867\u554f\u5148\u306e\u8cea\u554f\u3092\u53d7\u3051\u3001\u8ad6\u70b9\u3092\u66f8\u304d\u51fa\u3059\n2. \u6cd5\u4ee4\u7b49\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u901a\u77e5\u691c\u7d22\u3067\u3001\u8a9e\u3092\u5909\u3048\u306a\u304c\u3089\u95a2\u4fc2\u3059\u308b\u901a\u9054\u3092\u63a2\u3059\n3. \u65e5\u672c\u5e74\u91d1\u6a5f\u69cb\u306e\u7591\u7fa9\u7167\u4f1a\u306ePDF\u3092\u958b\u304d\u3001\u540c\u3058\u8ad6\u70b9\u306e\u7167\u4f1a\u304c\u7121\u3044\u304b\u3092\u76ee\u3067\u63a2\u3059\n4. \u4e8b\u52d9\u6240\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3068\u30e1\u30fc\u30eb\u3092\u8a9e\u3067\u691c\u7d22\u3057\u3001\u904e\u53bb\u306b\u540c\u3058\u8cea\u554f\u306b\u7b54\u3048\u305f\u8a18\u9332\u3092\u63a2\u3059\n5. \u898b\u3064\u3051\u305f\u6839\u62e0\u3092\u3001\u901a\u9054\u306e\u756a\u53f7\u3068\u8a72\u5f53\u306e\u6bb5\u843d\u3092\u5199\u3057\u3066\u30e1\u30e2\u306b\u307e\u3068\u3081\u308b\n6. \u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u30e1\u30e2\u3092\u898b\u3066\u3001\u9867\u554f\u5148\u3078\u306e\u56de\u7b54\u3092\u6c7a\u3081\u308b\n\n**\uff08a\uff09\u901a\u9054\u3092\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** 2\u756a\u306f\u3001\u8cea\u554f\u306e\u8a00\u8449\u3068\u901a\u9054\u306e\u8a00\u8449\u304c\u9055\u3046\u3068\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u9867\u554f\u5148\u306f\u300c\u30d1\u30fc\u30c8\u3055\u3093\u300d\u300c\u624b\u5f53\u300d\u3068\u66f8\u304d\u3001**\u901a\u9054\u306f\u300c\u77ed\u6642\u9593\u52b4\u50cd\u8005\u300d\u300c\u5831\u916c\u300d\u3068\u66f8\u304d\u307e\u3059\u3002** \u8a9e\u3092\u5909\u3048\u3066\u4f55\u5ea6\u3082\u691c\u7d22\u3057\u307e\u3059\u3002\n\n**\uff08b\uff09\u7591\u7fa9\u7167\u4f1a\u306ePDF\u306f\u76ee\u3067\u63a2\u3059\u3057\u304b\u306a\u3044\u3002** 3\u756a\u306e\u7591\u7fa9\u7167\u4f1a\u306f\u3001\u533a\u5206\u3054\u3068\u306b\u9577\u3044PDF\u306b\u307e\u3068\u307e\u3063\u3066\u3044\u307e\u3059\u3002**\u3069\u306e\u533a\u5206\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u304c\u5206\u304b\u3063\u3066\u3082\u3001\u305d\u306e\u4e2d\u306e\u3069\u306e\u7167\u4f1a\u304c\u540c\u3058\u8ad6\u70b9\u304b\u306f\u3001\u8aad\u3093\u3067\u63a2\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u904e\u53bb\u306e\u56de\u7b54\u304c\u30d9\u30c6\u30e9\u30f3\u306e\u8a18\u61b6\u306b\u3057\u304b\u7121\u3044\u3002** 4\u756a\u3067\u3001\u4e8b\u52d9\u6240\u306e\u8a18\u9332\u306f\u30d5\u30a1\u30a4\u30eb\u540d\u3082\u30e1\u30fc\u30eb\u306e\u4ef6\u540d\u3082\u3070\u3089\u3070\u3089\u3067\u3059\u3002**\u300c\u524d\u306b\u4f3c\u305f\u8cea\u554f\u304c\u3042\u3063\u305f\u300d\u3068\u899a\u3048\u3066\u3044\u308b\u8077\u54e1\u304c\u3044\u308c\u3070\u65e9\u304f\u3001\u3044\u306a\u3051\u308c\u3070\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u53e4\u3044\u56de\u7b54\u3092\u4f7f\u3044\u56de\u3059\u3002** \u904e\u53bb\u306e\u56de\u7b54\u304c\u898b\u3064\u304b\u308b\u3068\u3001\u305d\u306e\u56de\u7b54\u306e\u6839\u62e0\u3092\u305d\u306e\u307e\u307e\u4f7f\u3044\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u305d\u306e\u5f8c\u306b\u901a\u9054\u304c\u6539\u6b63\u3055\u308c\u3066\u3044\u3066\u3082\u3001\u56de\u7b54\u306e\u6587\u66f8\u306b\u306f\u305d\u306e\u3053\u3068\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002** 5\u756a\u306e\u30e1\u30e2\u306b\u53e4\u3044\u6839\u62e0\u304c\u5165\u308a\u30016\u756a\u3067\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u6c17\u3065\u3051\u3070\u3088\u3044\u307b\u3046\u3067\u3059\u3002\n\n**\uff08e\uff09\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u306e\u78ba\u8a8d\u304c\u91cd\u304f\u306a\u308b\u3002** \u30e1\u30fc\u30eb\u306e\u91cf\u304c\u591a\u3044\u6708\u307b\u3069\u3001\u30e1\u30e2\u306e\u6839\u62e0\u306e\u78ba\u304b\u3055\u304c\u8077\u54e1\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002**\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u306f\u3001\u30e1\u30e2\u306e\u6839\u62e0\u3092\u81ea\u5206\u3067\u8abf\u3079\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u3001** \u78ba\u8a8d\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002","before_flow_steps":["\u8077\u54e1\u304c\u9867\u554f\u5148\u306e\u8cea\u554f\u3092\u53d7\u3051\u3001\u8ad6\u70b9\u3092\u66f8\u304d\u51fa\u3059","\u6cd5\u4ee4\u7b49\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u901a\u77e5\u691c\u7d22\u3067\u3001\u8a9e\u3092\u5909\u3048\u306a\u304c\u3089\u95a2\u4fc2\u3059\u308b\u901a\u9054\u3092\u63a2\u3059","\u65e5\u672c\u5e74\u91d1\u6a5f\u69cb\u306e\u7591\u7fa9\u7167\u4f1a\u306ePDF\u3092\u958b\u304d\u3001\u540c\u3058\u8ad6\u70b9\u306e\u7167\u4f1a\u304c\u7121\u3044\u304b\u3092\u76ee\u3067\u63a2\u3059","\u4e8b\u52d9\u6240\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3068\u30e1\u30fc\u30eb\u3092\u8a9e\u3067\u691c\u7d22\u3057\u3001\u904e\u53bb\u306b\u540c\u3058\u8cea\u554f\u306b\u7b54\u3048\u305f\u8a18\u9332\u3092\u63a2\u3059","\u898b\u3064\u3051\u305f\u6839\u62e0\u3092\u3001\u901a\u9054\u306e\u756a\u53f7\u3068\u8a72\u5f53\u306e\u6bb5\u843d\u3092\u5199\u3057\u3066\u30e1\u30e2\u306b\u307e\u3068\u3081\u308b","\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u30e1\u30e2\u3092\u898b\u3066\u3001\u9867\u554f\u5148\u3078\u306e\u56de\u7b54\u3092\u6c7a\u3081\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u8077\u54e1\u304c\u9867\u554f\u5148\u306e\u8cea\u554f\u3092\u53d7\u3051\u3001\u691c\u7d22\u306e\u753b\u9762\u306b\u5206\u91ce\uff08\u52b4\u50cd\u57fa\u6e96\u30fb\u793e\u4f1a\u4fdd\u967a\u306e\u9069\u7528\u306a\u3069\uff09\u3092\u9078\u3073\u3001\u8cea\u554f\u306e\u6587\u3092\u5165\u308c\u308b\u3002\u9867\u554f\u5148\u306e\u540d\u524d\u3068\u793e\u54e1\u306e\u540d\u524d\u306f\u5165\u308c\u306a\u3044\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u5206\u91ce\u3068\u300c\u73fe\u884c\u300d\u306e\u72b6\u614b\u3067\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3092\u4f5c\u308b\n3. **\u3010\u81ea\u52d5\u3011** Vertex AI Search \u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u6587\u3054\u3068\u306b\u5f15\u7528\u3092\u4ed8\u3051\u3066\u8ad6\u70b9\u306e\u6574\u7406\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** search \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u540c\u3058\u5206\u91ce\u306e\u4e8b\u52d9\u6240\u306e\u904e\u53bb\u306e\u56de\u7b54\u3092\u63a2\u3057\u3001\u65e5\u4ed8\u306e\u65b0\u3057\u3044\u9806\u306b\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u5f15\u7528\u306e\u7121\u3044\u6587\u3068\u652f\u6301\u306e\u4f4e\u3044\u6587\u3092\u5916\u3057\u3001\u904e\u53bb\u306e\u56de\u7b54\u306e\u65e5\u4ed8\u3088\u308a\u5f8c\u306b\u540c\u3058\u5206\u91ce\u306e\u901a\u9054\u304c\u51fa\u3066\u3044\u308c\u3070\u5370\u3092\u4ed8\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5f15\u7528\u30fb\u904e\u53bb\u306e\u56de\u7b54\u30fb\u5370\u3092\u307e\u3068\u3081\u305f\u6839\u62e0\u306e\u30e1\u30e2\u3092\u753b\u9762\u306b\u51fa\u3059\n7. **\u3010\u4eba\u3011** \u8077\u54e1\u304c\u5f15\u7528\u306e\u5143\u306e\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u30e1\u30e2\u306b\u8981\u308b\u3082\u306e\u3092\u6b8b\u3059\n8. **\u3010\u4eba\u3011** \u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u30e1\u30e2\u3092\u898b\u3066\u3001\u9867\u554f\u5148\u3078\u306e\u56de\u7b54\u3092\u6c7a\u3081\u308b\n9. **\u3010\u4eba\u3011** \u56de\u7b54\u3092\u9001\u3063\u305f\u5f8c\u3001\u8077\u54e1\u304c\u56de\u7b54\u3092\u4e8b\u52d9\u6240\u306e\u56de\u7b54\u306e\u8a18\u9332\u3068\u3057\u3066\u767b\u9332\u3059\u308b\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u8077\u54e1\u306f\u7b54\u3048\u306e\u6587\u3092\u8aad\u3080\u306e\u3067\u306f\u306a\u304f\u3001**\u5f15\u7528\u306e\u5143\u3092\u958b\u3044\u3066\u3001\u305d\u3053\u306b\u672c\u5f53\u306b\u305d\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002** \u5f15\u7528\u306e\u78ba\u304b\u3081\u3092\u7701\u304f\u3068\u3001\u6839\u62e0\u306e\u30e1\u30e2\u304c\u300c\u691c\u7d22\u304c\u8a00\u3063\u305f\u3053\u3068\u300d\u306e\u30e1\u30e2\u306b\u306a\u308a\u307e\u3059\u3002\n\n**9\u756a\u76ee\u304c\u3001\u4ed5\u7d44\u307f\u3092\u80b2\u3066\u308b\u4f5c\u696d\u3067\u3059\u3002** \u56de\u7b54\u3092\u6c7a\u307e\u3063\u305f\u5f62\u3067\u767b\u9332\u3057\u3066\u3044\u3051\u3070\u3001**\u6b21\u306b\u540c\u3058\u8ad6\u70b9\u306e\u8cea\u554f\u304c\u6765\u305f\u3068\u304d\u3001\u904e\u53bb\u306e\u56de\u7b54\u3068\u3057\u3066\u5f15\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u8077\u54e1\u304c\u9867\u554f\u5148\u306e\u8cea\u554f\u3092\u53d7\u3051\u3001\u691c\u7d22\u306e\u753b\u9762\u306b\u5206\u91ce\uff08\u52b4\u50cd\u57fa\u6e96\u30fb\u793e\u4f1a\u4fdd\u967a\u306e\u9069\u7528\u306a\u3069\uff09\u3092\u9078\u3073\u3001\u8cea\u554f\u306e\u6587\u3092\u5165\u308c\u308b\u3002\u9867\u554f\u5148\u306e\u540d\u524d\u3068\u793e\u54e1\u306e\u540d\u524d\u306f\u5165\u308c\u306a\u3044","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u5206\u91ce\u3068\u300c\u73fe\u884c\u300d\u306e\u72b6\u614b\u3067\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** Vertex AI Search \u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u6587\u3054\u3068\u306b\u5f15\u7528\u3092\u4ed8\u3051\u3066\u8ad6\u70b9\u306e\u6574\u7406\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** search \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u540c\u3058\u5206\u91ce\u306e\u4e8b\u52d9\u6240\u306e\u904e\u53bb\u306e\u56de\u7b54\u3092\u63a2\u3057\u3001\u65e5\u4ed8\u306e\u65b0\u3057\u3044\u9806\u306b\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001\u5f15\u7528\u306e\u7121\u3044\u6587\u3068\u652f\u6301\u306e\u4f4e\u3044\u6587\u3092\u5916\u3057\u3001\u904e\u53bb\u306e\u56de\u7b54\u306e\u65e5\u4ed8\u3088\u308a\u5f8c\u306b\u540c\u3058\u5206\u91ce\u306e\u901a\u9054\u304c\u51fa\u3066\u3044\u308c\u3070\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5f15\u7528\u30fb\u904e\u53bb\u306e\u56de\u7b54\u30fb\u5370\u3092\u307e\u3068\u3081\u305f\u6839\u62e0\u306e\u30e1\u30e2\u3092\u753b\u9762\u306b\u51fa\u3059","**\u3010\u4eba\u3011** \u8077\u54e1\u304c\u5f15\u7528\u306e\u5143\u306e\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u30e1\u30e2\u306b\u8981\u308b\u3082\u306e\u3092\u6b8b\u3059","**\u3010\u4eba\u3011** \u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u30e1\u30e2\u3092\u898b\u3066\u3001\u9867\u554f\u5148\u3078\u306e\u56de\u7b54\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u56de\u7b54\u3092\u9001\u3063\u305f\u5f8c\u3001\u8077\u54e1\u304c\u56de\u7b54\u3092\u4e8b\u52d9\u6240\u306e\u56de\u7b54\u306e\u8a18\u9332\u3068\u3057\u3066\u767b\u9332\u3059\u308b"],"architecture":"```\n\u8077\u54e1\uff08\u691c\u7d22\u306e\u753b\u9762\uff1a\u5206\u91ce\u306e\u9078\u629e\uff0b\u8cea\u554f\u306e\u6587\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u691c\u7d22\u306e\u753b\u9762\u3067\u9001\u4fe1\n\u4e2d\u7d99\u306e\u51e6\u7406\uff08Python\u3002Cloud Run\uff09\n   \u2502   \u5206\u91ce\u3068\u72b6\u614b\u3067\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3092\u4f5c\u308b\n   \u25bc\nVertex AI Search\uff08Agent Search\uff09\n   \u251c\u2500\u2500 answer \u30e1\u30bd\u30c3\u30c9 \u2500\u2500 \u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a72\u5f53\u7b87\u6240\uff08\u6587\u3054\u3068\u306e\u5f15\u7528\u30fb\u652f\u6301\u306e\u5ea6\u5408\u3044\u3064\u304d\uff09\n   \u2514\u2500\u2500 search \u30e1\u30bd\u30c3\u30c9 \u2500\u2500 \u4e8b\u52d9\u6240\u306e\u904e\u53bb\u306e\u56de\u7b54\uff08\u540c\u3058\u5206\u91ce\u30fb\u65b0\u3057\u3044\u9806\uff09\n   \u2502   \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff1a\u539a\u751f\u52b4\u50cd\u7701\u306e\u901a\u77e5\u30fb\u901a\u9054\u3001\u5e74\u91d1\u6a5f\u69cb\u306e\u7591\u7fa9\u7167\u4f1a\u3068\u56de\u7b54\u3001\n   \u2502                 \u4e8b\u52d9\u6240\u306e\u904e\u53bb\u306e\u56de\u7b54\uff08\u9867\u554f\u5148\u306e\u540d\u524d\u3092\u7f6e\u304d\u63db\u3048\u305f\u3082\u306e\uff09\n   \u25bc\n\u4e2d\u7d99\u306e\u51e6\u7406 \u2500\u2500 \u5f15\u7528\u306e\u7121\u3044\u6587\u3068\u652f\u6301\u306e\u4f4e\u3044\u6587\u3092\u5916\u3059\u3002\u904e\u53bb\u306e\u56de\u7b54\u306e\u5f8c\u306b\u51fa\u305f\u901a\u9054\u306e\u5370\n   \u25bc\n\u691c\u7d22\u306e\u753b\u9762\uff08\u8ad6\u70b9\u306e\u6574\u7406\uff0f\u5f15\u7528\u306e\u5143\uff0f\u904e\u53bb\u306e\u56de\u7b54\u3068\u5370\uff09\n   \u25bc\n\u3010\u8077\u54e1\u304c\u5f15\u7528\u306e\u5143\u3092\u78ba\u304b\u3081\u308b\u3011\u2192\u3010\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u56de\u7b54\u3092\u6c7a\u3081\u308b\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u8ad6\u70b9\u306e\u6574\u7406\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2015 |\n| \u9023\u643a | \u4e2d\u7d99\u306e\u51e6\u7406\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u691c\u7d22\u306e\u753b\u9762\u3068\u691c\u7d22\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u3068\u904e\u53bb\u306e\u56de\u7b54\u306e\u5199\u3057\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u8a18\u9332\uff09 | \u2015 |\n\n**\u65b0\u3057\u304f\u4f5c\u308b\u306e\u306f\u3001\u691c\u7d22\u306e\u753b\u9762\u3068\u4e2d\u7d99\u306e\u51e6\u7406\u3001\u904e\u53bb\u306e\u56de\u7b54\u306e\u767b\u9332\u306e\u6c7a\u307e\u308a\u3067\u3059\u3002** \u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306f\u516c\u958b\u306e\u8cc7\u6599\u3067\u3001**\u4e8b\u52d9\u6240\u304c\u3044\u307e\u898b\u3066\u3044\u308b\u3082\u306e\u3068\u540c\u3058\u3067\u3059\u3002** \u904e\u53bb\u306e\u56de\u7b54\u306f\u3001\u9867\u554f\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u9867\u554f\u5148\u306e\u540d\u524d\u3092\u7f6e\u304d\u63db\u3048\u305f\u5199\u3057\u3092\u4f5c\u3063\u3066\u5165\u308c\u307e\u3059\u3002\n\n**\u571f\u53f0\u306f\u3001Vertex AI Search \u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306f\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u7b54\u3048\u3092\u4f5c\u308a\u3001**\u7b54\u3048\u306e\u6587\u3054\u3068\u306b\u51fa\u5178\u3092\u793a\u3059\u5f15\u7528**\u3092\u4ed8\u3051\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e3b\u5f35\u3054\u3068\u306e**\u6839\u62e0\u306e\u652f\u6301\u306e\u5ea6\u5408\u3044\u306f0\u304b\u30891\u306e\u5024**\u3067\u8fd4\u308a\u3001`groundingSpec` \u306e `filteringLevel` \u3092\u8a2d\u5b9a\u3059\u308b\u3068\u3001\u652f\u6301\u306e\u4f4e\u3044\u7b54\u3048\u3092\u8fd4\u3055\u306a\u3044\u3088\u3046\u306b\u3067\u304d\u307e\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u306b\u306f\u3001Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u65e8\u306e\u8a18\u8f09\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u65e5\u672c\u8a9e\u306f\u3001\u7b54\u3048\u306e\u6a5f\u80fd\u306e\u5bfe\u5fdc\u8a00\u8a9e\u3067\u3059\u3002** \u516c\u5f0f\u306e\u8a00\u8a9e\u306e\u4e00\u89a7\u3067\u306f\u3001\u65e5\u672c\u8a9e\uff08ja-JP\uff09\u306f\u691c\u7d22\u306e\u6a5f\u80fd\u3068\u3001**answers and follow-ups\uff08\u7b54\u3048\u3068\u8ffd\u52a0\u306e\u8cea\u554f\uff09**\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\n\n**\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u5834\u6240\u306b\u3001\u65e5\u672c\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306e\u5834\u6240\u3068\u3057\u3066\u9078\u3079\u308b\u30de\u30eb\u30c1\u30ea\u30fc\u30b8\u30e7\u30f3\u306f `us` \u3068 `eu` \u3067\u3001\u305d\u308c\u4ee5\u5916\u306f `global` \u3067\u3059\u3002**\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306f\u516c\u958b\u306e\u8cc7\u6599\u3067\u3059\u304c\u3001\u904e\u53bb\u306e\u56de\u7b54\u306b\u306f\u9867\u554f\u5148\u306e\u4e8b\u60c5\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002** \u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u6cd5\u306f\u696d\u52d9\u3067\u77e5\u308a\u5f97\u305f\u79d8\u5bc6\u3092\u6f0f\u3089\u3059\u3053\u3068\u3092\u7981\u3058\u3066\u3044\u308b\u306e\u3067\u3001**\u904e\u53bb\u306e\u56de\u7b54\u306f\u3001\u9867\u554f\u5148\u3068\u793e\u54e1\u3092\u7279\u5b9a\u3067\u304d\u308b\u8a18\u8f09\u3092\u7f6e\u304d\u63db\u3048\u3066\u304b\u3089\u5165\u308c\u307e\u3059**\uff08\u7b2c13\u7ae0\uff09\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8077\u54e1\u304c\u691c\u7d22\u306e\u753b\u9762\u3067\u3001\u5206\u91ce\u3092\u9078\u3093\u3067\u8cea\u554f\u306e\u6587\u3092\u9001\u3063\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** \u5206\u91ce\u306f\u300c\u52b4\u50cd\u6642\u9593\u30fb\u4f11\u65e5\u300d\u300c\u8cc3\u91d1\u30fb\u624b\u5f53\u300d\u300c\u793e\u4f1a\u4fdd\u967a\u306e\u9069\u7528\u300d\u300c\u793e\u4f1a\u4fdd\u967a\u306e\u5831\u916c\u30fb\u4fdd\u967a\u6599\u300d\u300c\u96c7\u7528\u4fdd\u967a\u300d\u300c\u52b4\u707d\u4fdd\u967a\u300d\u306a\u3069\u304b\u30891\u3064\u4ee5\u4e0a\u3092\u9078\u3073\u307e\u3059\u3002**\u5206\u91ce\u3092\u9078\u3070\u305b\u308b\u306e\u306f\u3001\u7d5e\u308a\u8fbc\u307f\u306e\u305f\u3081\u3067\u3059\u3002** \u9078\u3070\u306a\u3044\u3068\u3001\u300c\u624b\u5f53\u300d\u3068\u3044\u3046\u8a9e\u3067\u52b4\u50cd\u57fa\u6e96\u3068\u793e\u4f1a\u4fdd\u967a\u306e\u4e21\u65b9\u306e\u901a\u9054\u304c\u6df7\u3056\u3063\u3066\u51fa\u307e\u3059\u3002\n\n**\u30c7\u30fc\u30bf\u306e\u5165\u308c\u66ff\u3048\u306f\u3001\u5225\u306e\u6c7a\u307e\u3063\u305f\u6642\u671f\u306b\u884c\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306e\u6cd5\u4ee4\u7b49\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306f\u6bce\u6708\u66f4\u65b0\u3055\u308c\u3001**\u66f4\u65b0\u307e\u3067\u306e\u9593\u306b\u767a\u51fa\u3055\u308c\u305f\u6cd5\u4ee4\u30fb\u901a\u77e5\u306f\u300c\u767b\u8f09\u6e96\u5099\u4e2d\u300d\u306e\u30b3\u30fc\u30ca\u30fc\u306b\u8f09\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u62c5\u5f53\u306e\u8077\u54e1\u304c\u6708\u306b1\u56de\u3001\u4e8b\u52d9\u6240\u3067\u6271\u3046\u5206\u91ce\u306e\u65b0\u3057\u3044\u901a\u77e5\u3092\u78ba\u304b\u3081\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u7591\u7fa9\u7167\u4f1a\u306f\u3001\u5e74\u91d1\u6a5f\u69cb\u306e\u30da\u30fc\u30b8\u306e\u304a\u77e5\u3089\u305b\u3067\u8ffd\u52a0\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**\u904e\u53bb\u306e\u56de\u7b54\u306f\u3001\u56de\u7b54\u3092\u9001\u3063\u305f\u65e5\u306e\u3046\u3061\u306b\u767b\u9332\u3057\u307e\u3059\u3002** \u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u56de\u7b54\u3092\u6c7a\u3081\u3066\u9867\u554f\u5148\u306b\u9001\u3063\u305f\u5f8c\u3001\u8077\u54e1\u304c\u767b\u9332\u306e\u753b\u9762\u304b\u3089\u5165\u308c\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u901a\u77e5\u30fb\u901a\u9054 | \u6587\u66f8\u756a\u53f7\u3001\u767a\u51fa\u65e5\u3001\u4ef6\u540d\u3001\u672c\u6587\u3001\u5206\u91ce\u3001\u72b6\u614b\uff08\u73fe\u884c\u30fb\u6539\u6b63\u3042\u308a\u30fb\u5ec3\u6b62\uff09 | \u539a\u751f\u52b4\u50cd\u7701\u306e\u6cd5\u4ee4\u7b49\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u62c5\u5f53\u304c\u4fdd\u5b58 |\n| \u7591\u7fa9\u7167\u4f1a\u3068\u56de\u7b54 | \u533a\u5206\u3001\u7167\u4f1a\u306e\u8981\u65e8\u3001\u56de\u7b54\u3001\u63b2\u8f09\u306e\u6642\u671f | \u65e5\u672c\u5e74\u91d1\u6a5f\u69cb\u306e\u30da\u30fc\u30b8\u306ePDF |\n| \u4e8b\u52d9\u6240\u306e\u904e\u53bb\u306e\u56de\u7b54 | \u56de\u7b54\u306e\u65e5\u3001\u5206\u91ce\u3001\u8ad6\u70b9\u3001\u6839\u62e0\u306b\u3057\u305f\u901a\u9054\u306e\u756a\u53f7\u3001\u56de\u7b54\u306e\u8981\u65e8\u3001\u56de\u7b54\u3057\u305f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb | \u9867\u554f\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u5199\u3057\u3092\u4f5c\u308b |\n| \u8cea\u554f | \u5206\u91ce\u3001\u8cea\u554f\u306e\u6587 | \u691c\u7d22\u306e\u753b\u9762 |\n| \u7f6e\u304d\u63db\u3048\u306e\u8868 | \u9867\u554f\u5148\u304c\u4f7f\u3046\u8a00\u8449\u3068\u901a\u9054\u306e\u8a00\u8449\u306e\u5bfe\u5fdc | \u4e8b\u52d9\u6240\u3067\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u901a\u9054\u306e\u300c\u72b6\u614b\u300d\u306e\u9805\u76ee\u3067\u3059\u3002** \u901a\u9054\u306f\u5f8c\u304b\u3089\u6539\u6b63\u3055\u308c\u305f\u308a\u3001\u5ec3\u6b62\u3055\u308c\u305f\u308a\u3057\u307e\u3059\u3002**\u72b6\u614b\u304c\u300c\u73fe\u884c\u300d\u306e\u3082\u306e\u3060\u3051\u3092 answer \u30e1\u30bd\u30c3\u30c9\u306b\u6e21\u3059**\u306e\u304c\u57fa\u672c\u3067\u3001\u6539\u6b63\u3084\u5ec3\u6b62\u306e\u3042\u3063\u305f\u3082\u306e\u306f\u3001\u5143\u306e\u6587\u66f8\u756a\u53f7\u304b\u3089\u65b0\u3057\u3044\u6587\u66f8\u756a\u53f7\u3092\u5f15\u3051\u308b\u3088\u3046\u306b\u9805\u76ee\u3092\u6301\u305f\u305b\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u56de\u7b54\u306b\u306f\u3001\u300c\u6839\u62e0\u306b\u3057\u305f\u901a\u9054\u306e\u756a\u53f7\u300d\u306e\u9805\u76ee\u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002** \u5f8c\u304b\u3089\u540c\u3058\u5206\u91ce\u3067\u65b0\u3057\u3044\u901a\u9054\u304c\u51fa\u305f\u3068\u304d\u3001**\u3053\u306e\u756a\u53f7\u306e\u901a\u9054\u304c\u6539\u6b63\u3055\u308c\u305f\u306e\u304b\u3001\u5225\u306e\u901a\u9054\u304c\u8db3\u3055\u308c\u305f\u306e\u304b\u3092\u5206\u3051\u3066\u793a\u305b\u307e\u3059\u3002**\n\n**\u516c\u958b\u306e\u8cc7\u6599\u306e\u6271\u3044\u3082\u78ba\u304b\u3081\u3066\u304a\u304d\u307e\u3059\u3002** \u539a\u751f\u52b4\u50cd\u7701\u306e\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u3001\u7279\u8a18\u306e\u7121\u3044\u9650\u308a\u516c\u5171\u30c7\u30fc\u30bf\u5229\u7528\u898f\u7d04\uff08\u7b2c1.0\u7248\uff09\u306b\u6e96\u62e0\u3057\u305f\u6761\u4ef6\u3067\u5229\u7528\u3067\u304d\u3001**\u7de8\u96c6\u30fb\u52a0\u5de5\u3057\u3066\u4f7f\u3046\u3068\u304d\u306f\u3001\u305d\u306e\u3053\u3068\u3092\u8a18\u8f09\u3057\u3001\u56fd\u304c\u4f5c\u3063\u305f\u304b\u306e\u3088\u3046\u306a\u5f62\u3067\u516c\u8868\u3057\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6839\u62e0\u306e\u30e1\u30e2\u306f\u4e8b\u52d9\u6240\u306e\u4e2d\u3067\u4f7f\u3046\u3082\u306e\u3067\u3001**\u9867\u554f\u5148\u306b\u6e21\u3059\u3068\u304d\u306f\u3001\u30e1\u30e2\u3067\u306f\u306a\u304f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u306e\u56de\u7b54\u3068\u3057\u3066\u51fa\u3057\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u901a\u77e5\u30fb\u901a\u9054\u306f\u3001\u62c5\u5f53\u306e\u8077\u54e1\u304c\u767b\u9332\u306e\u753b\u9762\u304b\u3089\u5165\u308c\u307e\u3059\u3002** \u6cd5\u4ee4\u7b49\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u901a\u77e5\u3092\u4fdd\u5b58\u3057\u3001\u767b\u9332\u306e\u3068\u304d\u306b\u5206\u91ce\u30fb\u767a\u51fa\u65e5\u30fb\u72b6\u614b\u30fb\u6587\u66f8\u756a\u53f7\u3092\u5165\u308c\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4f5c\u308a\u307e\u3059\u3002\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u53d6\u308a\u8fbc\u3081\u308b\u30d5\u30a1\u30a4\u30eb\u306f TXT\u3001JSON\u3001Markdown\u3001PDF\u3001HTML\u3001DOCX\u3001PPTX\u3001XLSX\u3001XLSM \u3067\u3001**1\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u306f200MB\u307e\u3067**\u30011\u56de\u306e\u53d6\u308a\u8fbc\u307f\u306f10\u4e07\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u306f\u3001`id` \u3068 `structData`\u3001\u6587\u66f8\u306e\u5834\u6240\u3092\u793a\u3059 `content` \u306e `uri` \u30921\u884c\u306b1\u3064\u66f8\u3044\u305f JSON Lines \u304b NDJSON \u306e\u30d5\u30a1\u30a4\u30eb\u3067\u6e21\u3057\u307e\u3059\u3002\n\n**\u7591\u7fa9\u7167\u4f1a\u306ePDF\u306f\u3001\u7167\u4f1a\u3054\u3068\u306b\u5206\u3051\u3066\u304b\u3089\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u5e74\u91d1\u6a5f\u69cb\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u4e3b\u306a\u7591\u7fa9\u7167\u4f1a\u3068\u56de\u7b54\u304c\u3001\u56fd\u6c11\u5e74\u91d1\u306e\u9069\u7528\u30fb\u4fdd\u967a\u6599\u3001\u539a\u751f\u5e74\u91d1\u4fdd\u967a\u306e\u9069\u7528\u30fb\u5fb4\u53ce\u3001\u5e74\u91d1\u7d66\u4ed8\u306e\u533a\u5206\u3054\u3068\u306ePDF\u3067\u8f09\u3063\u3066\u3044\u307e\u3059\u3002**1\u3064\u306ePDF\u306b\u591a\u304f\u306e\u7167\u4f1a\u304c\u5165\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u306e\u307e\u307e\u5165\u308c\u308b\u3068\u3001\u5f15\u7528\u304cPDF\u306e\u5225\u306e\u7167\u4f1a\u306e\u6bb5\u843d\u306b\u5f53\u305f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u4e2d\u7d99\u306e\u51e6\u7406\u304c\u7167\u4f1a\u3054\u3068\u306b\u6587\u66f8\u306b\u5206\u3051\u3001\u533a\u5206\u3092\u5206\u91ce\u306e\u9805\u76ee\u306b\u5199\u3057\u307e\u3059\u3002\n\n**\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u901a\u9054\u306b\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u3084\u753b\u50cf\u306e\u4e2d\u306b\u6587\u5b57\u304c\u3042\u308bPDF\u306b\u306f\u3001**\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u6709\u52b9\u306b\u3059\u308b\u3053\u3068\u3092\u52e7\u3081\u3066\u3044\u307e\u3059\u3002** \u53e4\u3044\u901a\u9054\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u306e\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001\u6700\u521d\u304b\u3089\u6709\u52b9\u306b\u3057\u3066\u4f5c\u308a\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u56de\u7b54\u306f\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u6c7a\u307e\u3063\u305f\u5f62\u306e\u6587\u66f8\u306b\u66f8\u304d\u51fa\u3057\u3066\u304b\u3089\u5165\u308c\u307e\u3059\u3002** \u9867\u554f\u5148\u306e\u30d5\u30a9\u30eb\u30c0\u306e\u56de\u7b54\u306e\u6587\u66f8\u304b\u3089\u3001\u56de\u7b54\u306e\u65e5\u30fb\u5206\u91ce\u30fb\u8ad6\u70b9\u30fb\u6839\u62e0\u306e\u756a\u53f7\u30fb\u8981\u65e8\u3092\u66f8\u304d\u51fa\u3057\u3001**\u9867\u554f\u5148\u306e\u540d\u524d\u3001\u793e\u54e1\u306e\u540d\u524d\u3001\u4f1a\u793e\u3092\u63a8\u3057\u91cf\u308c\u308b\u56fa\u6709\u306e\u4e8b\u60c5\u3092\u3001\u8a18\u53f7\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3092\u4f5c\u308b** \u2026 \u753b\u9762\u3067\u9078\u3093\u3060\u5206\u91ce\u3092\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306b\u3057\u307e\u3059\n2. **\u73fe\u884c\u306e\u3082\u306e\u306b\u9650\u308b** \u2026 answer \u30e1\u30bd\u30c3\u30c9\u306b\u6e21\u3059\u901a\u9054\u306b\u306f\u3001\u5fc5\u305a\u72b6\u614b\u304c\u300c\u73fe\u884c\u300d\u306e\u3082\u306e\u3060\u3051\u3092\u9078\u3076\u6761\u4ef6\u3092\u8db3\u3057\u307e\u3059\n3. **\u6839\u62e0\u3068\u524d\u4f8b\u3092\u5206\u3051\u308b** \u2026 answer \u30e1\u30bd\u30c3\u30c9\u306f\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u3060\u3051\u3001search \u30e1\u30bd\u30c3\u30c9\u306f\u904e\u53bb\u306e\u56de\u7b54\u3060\u3051\u306b\u7d5e\u308a\u307e\u3059\n4. **\u8cea\u554f\u306e\u8a00\u8449\u3092\u901a\u9054\u306e\u8a00\u8449\u306b\u5bc4\u305b\u308b** \u2026 \u7f6e\u304d\u63db\u3048\u306e\u8868\u3092\u901a\u3057\u3001\u300c\u30d1\u30fc\u30c8\u3055\u3093\u300d\u3092\u300c\u77ed\u6642\u9593\u52b4\u50cd\u8005\u300d\u3001\u300c\u624b\u5f53\u300d\u3092\u5206\u91ce\u306b\u5fdc\u3058\u3066\u300c\u8cc3\u91d1\u300d\u304b\u300c\u5831\u916c\u300d\u306b\u7f6e\u304d\u63db\u3048\u305f\u6587\u3092\u8db3\u3057\u307e\u3059\n5. **\u500b\u4eba\u3068\u9867\u554f\u5148\u306e\u60c5\u5831\u306e\u78ba\u304b\u3081** \u2026 \u8cea\u554f\u306e\u6587\u306b\u4f1a\u793e\u306e\u540d\u524d\u3084\u793e\u54e1\u306e\u540d\u524d\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u9001\u308b\u524d\u306b\u6d88\u3059\u3088\u3046\u753b\u9762\u3067\u77e5\u3089\u305b\u307e\u3059\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u6b21\u306e\u5f62\u306b\u306a\u308a\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u306e\u66f8\u304d\u65b9\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `\u9805\u76ee: ANY(\"\u5024\")` \u3067\u3001\u5f0f\u306f `AND` \u3068 `OR` \u3067\u3064\u306a\u304e\u3001\u65e5\u4ed8\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u8f03\u306e\u8a18\u53f7\u3067\u7d5e\u308c\u307e\u3059\u3002\n\n```\ndoc_type: ANY(\"circular\", \"pension_qa\")\nAND field: ANY(\"\u793e\u4f1a\u4fdd\u967a\u306e\u9069\u7528\")\nAND status: ANY(\"current\")\n```\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u5bfe\u8c61\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u306e\u8a2d\u5b9a\u3067 indexable \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001**indexable \u306b\u3057\u3066\u3082\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u306a\u3044\u9805\u76ee\u304c\u3042\u308a\u3046\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u521d\u306b\u3001\u4e0a\u306e\u9805\u76ee\u3067\u7d5e\u308a\u8fbc\u3081\u308b\u3053\u3068\u3092\u8a66\u3057\u3066\u304b\u3089\u904b\u7528\u306b\u5165\u308a\u307e\u3059\u3002\n\n**4\u756a\u76ee\u306e\u7f6e\u304d\u63db\u3048\u306f\u3001\u5143\u306e\u6587\u3092\u6d88\u3055\u305a\u306b\u8db3\u3057\u307e\u3059\u3002** \u7f6e\u304d\u63db\u3048\u305f\u6587\u3060\u3051\u3067\u691c\u7d22\u3059\u308b\u3068\u3001**\u9867\u554f\u5148\u306e\u8a00\u8449\u3067\u66f8\u304b\u308c\u305f\u904e\u53bb\u306e\u56de\u7b54\u304c\u898b\u3064\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u904e\u53bb\u306e\u56de\u7b54\u306e\u691c\u7d22\u306b\u306f\u3001\u5143\u306e\u6587\u3082\u4f7f\u3044\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a72\u5f53\u7b87\u6240\u3092\u8ad6\u70b9\u3054\u3068\u306b\u4e26\u3079\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u7d50\u8ad6\u306f\u66f8\u304b\u305b\u307e\u305b\u3093\u3002\u904e\u53bb\u306e\u56de\u7b54\u306e\u691c\u7d22\u3068\u3001\u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u306e\u5370\u306f\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u306e\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8ad6\u70b9\u306e\u6574\u7406 | \u8cea\u554f\u306e\u8ad6\u70b9\u3054\u3068\u306b\u3001\u8a72\u5f53\u3059\u308b\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a18\u8f09\u3092\u4e26\u3079\u308b |\n| \u5f15\u7528 | \u6587\u3054\u3068\u306b\u3001\u5143\u306e\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u3092\u793a\u3059 |\n| \u8a18\u8f09\u306e\u7121\u3044\u3053\u3068\u306e\u660e\u793a | \u898b\u3064\u304b\u3089\u306a\u3044\u8ad6\u70b9\u306f\u300c\u8a72\u5f53\u306e\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304f |\n| \u904e\u53bb\u306e\u56de\u7b54\u306e\u691c\u7d22\uff08search \u30e1\u30bd\u30c3\u30c9\uff09 | \u540c\u3058\u5206\u91ce\u306e\u904e\u53bb\u306e\u56de\u7b54\u3092\u3001\u65e5\u4ed8\u306e\u65b0\u3057\u3044\u9806\u306b\u8fd4\u3059 |\n\n| \u4e2d\u7d99\u306e\u51e6\u7406\u306e\u898f\u5247 | \u4e2d\u8eab |\n|:--|:--|\n| \u5f15\u7528\u306e\u7121\u3044\u6587\u3092\u5916\u3059 | \u5f15\u7528\u306e\u4ed8\u3044\u3066\u3044\u306a\u3044\u6587\u306f\u30e1\u30e2\u306b\u51fa\u3055\u306a\u3044 |\n| \u652f\u6301\u306e\u4f4e\u3044\u6587\u3092\u5916\u3059 | \u652f\u6301\u306e\u5ea6\u5408\u3044\u304c\u4e8b\u52d9\u6240\u3067\u6c7a\u3081\u305f\u5024\u3092\u4e0b\u56de\u308b\u6587\u3092\u5916\u3059 |\n| \u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u306e\u5370 | \u904e\u53bb\u306e\u56de\u7b54\u306e\u65e5\u4ed8\u3088\u308a\u5f8c\u306e\u767a\u51fa\u65e5\u3067\u3001\u540c\u3058\u5206\u91ce\u306e\u901a\u9054\u304c\u3042\u308c\u3070\u5370\u3092\u4ed8\u3051\u308b |\n| \u6839\u62e0\u306e\u756a\u53f7\u306e\u7167\u5408 | \u904e\u53bb\u306e\u56de\u7b54\u304c\u6839\u62e0\u306b\u3057\u305f\u901a\u9054\u306e\u72b6\u614b\u304c\u300c\u6539\u6b63\u3042\u308a\u300d\u300c\u5ec3\u6b62\u300d\u306a\u3089\u5370\u3092\u4ed8\u3051\u308b |\n\n**\u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u306e\u5370\u306f\u3001\u898f\u5247\u3067\u4ed8\u3051\u307e\u3059\u3002** \u751f\u6210AI\u306b\u300c\u3053\u306e\u56de\u7b54\u306f\u3044\u307e\u3082\u6709\u52b9\u304b\u300d\u3068\u805e\u304f\u3068\u3001**\u305d\u306e\u5224\u65ad\u305d\u306e\u3082\u306e\u304c\u65b0\u3057\u3044\u89e3\u91c8\u306b\u306a\u308a\u307e\u3059\u3002** \u65e5\u4ed8\u3068\u72b6\u614b\u3092\u6bd4\u3079\u3066\u5370\u3092\u4ed8\u3051\u308b\u3060\u3051\u306b\u3057\u3001\u6709\u52b9\u304b\u3069\u3046\u304b\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u8aad\u3093\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u7d50\u8ad6\u306e\u8a18\u8f09 | \u89e3\u91c8\u306e\u6c7a\u5b9a\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u884c\u3046 |\n| \u9867\u554f\u5148\u3078\u306e\u56de\u7b54\u306e\u6587 | \u9867\u554f\u5148\u306e\u4e8b\u60c5\u3092\u898b\u3066\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u66f8\u304f |\n| \u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u306e\u88dc\u3044 | \u6839\u62e0\u306e\u30e1\u30e2\u306b\u51fa\u5178\u306e\u7121\u3044\u8a18\u8f09\u304c\u6df7\u3056\u308b |\n| \u904e\u53bb\u306e\u56de\u7b54\u306e\u6709\u52b9\u6027\u306e\u5224\u65ad | \u65e5\u4ed8\u3068\u72b6\u614b\u306e\u5370\u307e\u3067\u306b\u3059\u308b |\n\n**3\u884c\u76ee\u304c\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u901a\u9054\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u8ad6\u70b9\u306b\u3064\u3044\u3066\u3001**\u4e00\u822c\u306b\u8a00\u308f\u308c\u3066\u3044\u308b\u53d6\u6271\u3044\u3092\u305d\u308c\u3089\u3057\u304f\u66f8\u304d\u3001\u5f15\u7528\u3092\u4ed8\u3051\u305a\u306b\u6587\u3092\u8db3\u3057\u307e\u3059\u3002** \u4e2d\u7d99\u306e\u51e6\u7406\u3067\u5f15\u7528\u306e\u7121\u3044\u6587\u3092\u5916\u3059\u306e\u306f\u3001\u3053\u306e\u305f\u3081\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u30d7\u30ea\u30a2\u30f3\u30d6\u30eb\uff08\u7b54\u3048\u306e\u66f8\u304d\u65b9\u306e\u6307\u793a\uff09\u306e\u4f8b\u3067\u3059\u3002**\n\n```\n\u3042\u306a\u305f\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u4e8b\u52d9\u6240\u3067\u3001\u9867\u554f\u5148\u306e\u8cea\u554f\u306e\u6839\u62e0\u3092\u8abf\u3079\u308b\u8077\u54e1\u306e\u88dc\u52a9\u3067\u3059\u3002\n\u691c\u7d22\u3067\u898b\u3064\u304b\u3063\u305f\u539a\u751f\u52b4\u50cd\u7701\u306e\u901a\u77e5\u30fb\u901a\u9054\u3068\u3001\u65e5\u672c\u5e74\u91d1\u6a5f\u69cb\u306e\u7591\u7fa9\u7167\u4f1a\u3068\u56de\u7b54\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u8cea\u554f\u306e\u8ad6\u70b9\u3092\u5206\u3051\u3001\u8ad6\u70b9\u3054\u3068\u306b\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8ad6\u70b9\u3054\u3068\u306b\u3001\u5f53\u3066\u306f\u307e\u308b\u901a\u9054\u307e\u305f\u306f\u7591\u7fa9\u7167\u4f1a\u306e\u8a18\u8f09\u3092\u3001\u5143\u306e\u66f8\u304d\u65b9\u306b\u8fd1\u3044\u5f62\u3067\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u901a\u9054\u306e\u6587\u66f8\u756a\u53f7\u3001\u767a\u51fa\u65e5\u3001\u7591\u7fa9\u7167\u4f1a\u306e\u533a\u5206\u304c\u5206\u304b\u308c\u3070\u3001\u6587\u306e\u4e2d\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u540c\u3058\u8ad6\u70b9\u3067\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u4e21\u65b9\u304c\u3042\u308c\u3070\u3001\u4e21\u65b9\u3092\u5206\u3051\u3066\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u3067\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u8ad6\u70b9\u306f\u300c\u8a72\u5f53\u306e\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u77e5\u8b58\u3084\u4ed6\u306e\u8cc7\u6599\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u301c\u306b\u8a72\u5f53\u3057\u307e\u3059\u300d\u300c\u301c\u306f\u5bfe\u8c61\u5916\u3067\u3059\u300d\u306e\u3088\u3046\u306a\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u8a18\u8f09\u3092\u305d\u306e\u307e\u307e\u793a\u3059\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8cea\u554f\u306e\u4f1a\u793e\u306e\u4e8b\u60c5\u306b\u5f53\u3066\u306f\u3081\u305f\u5224\u65ad\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6539\u6b63\u524d\u306e\u53d6\u6271\u3044\u3068\u6539\u6b63\u5f8c\u306e\u53d6\u6271\u3044\u3092\u6df7\u305c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u767a\u51fa\u65e5\u306e\u9055\u3046\u901a\u9054\u306f\u3001\u65e5\u4ed8\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u5206\u3051\u3066\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u6700\u5f8c\u306e1\u6587\u306b\u7d50\u8ad6\u3092\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002** \u300c\u4ee5\u4e0a\u304b\u3089\u3001\u901a\u52e4\u624b\u5f53\u306f\u5831\u916c\u306b\u542b\u307e\u308c\u307e\u3059\u300d\u306e\u3088\u3046\u306a1\u6587\u3067\u3059\u3002**\u6b63\u3057\u3044\u304b\u3069\u3046\u304b\u306b\u304b\u304b\u308f\u3089\u305a\u3001\u305d\u306e1\u6587\u304c\u30e1\u30e2\u304b\u3089\u9867\u554f\u5148\u3078\u306e\u56de\u7b54\u306b\u5199\u3055\u308c\u307e\u3059\u3002** \u7d50\u8ad6\u3092\u66f8\u304f\u306e\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u3067\u3059\u3002\n\n**\u300c\u6539\u6b63\u524d\u3068\u6539\u6b63\u5f8c\u3092\u6df7\u305c\u306a\u3044\u300d\u3082\u5927\u4e8b\u3067\u3059\u3002** \u72b6\u614b\u3092\u300c\u73fe\u884c\u300d\u306b\u7d5e\u3063\u3066\u3044\u3066\u3082\u3001\u73fe\u884c\u306e\u901a\u9054\u306e\u4e2d\u306b\u300c\u5f93\u524d\u306e\u53d6\u6271\u3044\u306f\u301c\u300d\u3068\u3044\u3046\u8a18\u8f09\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u308c\u3092\u4eca\u306e\u53d6\u6271\u3044\u3068\u4e26\u3079\u3066\u66f8\u304f\u3068\u3001\u3069\u3061\u3089\u304c\u4eca\u306e\u53d6\u6271\u3044\u304b\u8aad\u307f\u5206\u3051\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\u5f15\u7528\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u3067\u4ed8\u3051\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`answerGenerationSpec` \u306e `includeCitations` \u3067\u5f15\u7528\u3092\u8fd4\u3059\u304b\u3092\u6c7a\u3081\u3001**\u65e2\u5b9a\u306f `false`** \u3067\u3059\u3002\u5fc5\u305a `true` \u306b\u3057\u307e\u3059\u3002\u5f15\u7528\u306e\u4f4d\u7f6e\u3092\u793a\u3059 `startIndex` \u3068 `endIndex` \u306f\u3001**\u6587\u5b57\u306e\u6570\u3067\u306f\u306a\u304f UTF-8 \u306e\u30d0\u30a4\u30c8\u306e\u6570**\u3067\u6570\u3048\u3089\u308c\u308b\u306e\u3067\u3001\u4e2d\u7d99\u306e\u51e6\u7406\u3067\u753b\u9762\u306b\u5370\u3092\u4ed8\u3051\u308b\u3068\u304d\u306f\u30d0\u30a4\u30c8\u304b\u3089\u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u76f4\u3057\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u4e2d\u7d99\u306e\u51e6\u7406\u304c\u3001answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9\u306e\u7d50\u679c\u3092\u6b21\u306e\u5f62\u306b\u307e\u3068\u3081\u3066\u753b\u9762\u306b\u8fd4\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"query\": { \"field\": [\"\u793e\u4f1a\u4fdd\u967a\u306e\u5831\u916c\u30fb\u4fdd\u967a\u6599\"], \"text\": \"\u901a\u52e4\u624b\u5f53\u30926\u304b\u6708\u5206\u307e\u3068\u3081\u3066\u6255\u3046\u5834\u5408\u306e\u5831\u916c\u306e\u6271\u3044\" },\n  \"points\": [\n    {\n      \"heading\": \"\u307e\u3068\u3081\u3066\u652f\u7d66\u3059\u308b\u901a\u52e4\u624b\u5f53\u306e\u5831\u916c\u6708\u984d\u3078\u306e\u7b97\u5165\",\n      \"sentences\": [\n        { \"text\": \"\u7591\u7fa9\u7167\u4f1a\uff08\u539a\u751f\u5e74\u91d1\u4fdd\u967a \u9069\u7528\uff09\u3067\u306f\u3001\u2026\u3068\u56de\u7b54\u3055\u308c\u3066\u3044\u308b\u3002\",\n          \"citations\": [{ \"doc\": \"pension_qa_kosei_tekiyo_0412\", \"kind\": \"pension_qa\" }],\n          \"support\": 0.88 }\n      ]\n    }\n  ],\n  \"dropped_sentences\": 1,\n  \"past_answers\": [\n    { \"answer_date\": \"2023-05-18\", \"answer_id\": \"A-0613\", \"basis\": [\"\u901a\u9054 X-123\"],\n      \"summary\": \"6\u304b\u6708\u5b9a\u671f\u306e\u901a\u52e4\u624b\u5f53\u306e\u6708\u5272\u308a\u306e\u6271\u3044\", \"flags\": [\"later_circular\"] }\n  ]\n}\n```\n\n**`dropped_sentences` \u306f\u3001\u5f15\u7528\u304c\u7121\u3044\u304b\u652f\u6301\u306e\u4f4e\u3044\u6587\u3092\u5916\u3057\u305f\u6570\u3067\u3059\u3002** \u753b\u9762\u306b\u306f\u300c\u6839\u62e0\u3092\u78ba\u304b\u3081\u3089\u308c\u306a\u304b\u3063\u305f\u6587\u30921\u3064\u5916\u3057\u307e\u3057\u305f\u300d\u3068\u51fa\u3057\u3001**\u5916\u3057\u305f\u6587\u305d\u306e\u3082\u306e\u306f\u898b\u305b\u307e\u305b\u3093\u3002**\n\n**`flags` \u306e `later_circular` \u306f\u3001\u904e\u53bb\u306e\u56de\u7b54\u306e\u65e5\u4ed8\u3088\u308a\u5f8c\u306b\u540c\u3058\u5206\u91ce\u306e\u901a\u9054\u304c\u51fa\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002** \u6839\u62e0\u306b\u3057\u305f\u901a\u9054\u306e\u72b6\u614b\u304c\u300c\u6539\u6b63\u3042\u308a\u300d\u300c\u5ec3\u6b62\u300d\u306a\u3089 `basis_changed` \u3092\u4ed8\u3051\u307e\u3059\u3002**\u753b\u9762\u3067\u306f\u3001\u5370\u306e\u4ed8\u3044\u305f\u904e\u53bb\u306e\u56de\u7b54\u3092\u7070\u8272\u306b\u3057\u3001\u300c\u5f8c\u306b\u901a\u9054\u3042\u308a\u300d\u3068\u8868\u793a\u3057\u307e\u3059\u3002**\n\n| \u753b\u9762\u306e\u6b04 | \u4e2d\u8eab |\n|:--|:--|\n| \u8ad6\u70b9\u306e\u6574\u7406 | \u8ad6\u70b9\u3054\u3068\u306e\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a18\u8f09\u3002\u6587\u3054\u3068\u306b\u5f15\u7528\u306e\u5143\u3092\u958b\u304f\u30ea\u30f3\u30af |\n| \u5f15\u7528\u306e\u5143 | \u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a72\u5f53\u306e\u6587\u66f8\u3092\u958b\u304f\u30dc\u30bf\u30f3 |\n| \u904e\u53bb\u306e\u56de\u7b54 | \u540c\u3058\u5206\u91ce\u306e\u56de\u7b54\u3092\u65b0\u3057\u3044\u9806\u306b\u3002\u65e5\u4ed8\u3001\u6839\u62e0\u306e\u756a\u53f7\u3001\u8981\u65e8\u3001\u5370 |\n| \u6839\u62e0\u306e\u30e1\u30e2\u306b\u6b8b\u3059 | \u8077\u54e1\u304c\u78ba\u304b\u3081\u305f\u5f15\u7528\u3068\u904e\u53bb\u306e\u56de\u7b54\u3092\u9078\u3073\u3001\u30e1\u30e2\u306b\u66f8\u304d\u51fa\u3059\u30dc\u30bf\u30f3 |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u691c\u7d22\u306e\u753b\u9762 | \u4e2d\u7d99\u306e\u51e6\u7406\u306e API | \u5206\u91ce\u3068\u8cea\u554f\u306e\u6587\u3092\u53d7\u3051\u3001\u307e\u3068\u3081\u305f\u7d50\u679c\u3092\u8fd4\u3059 |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9\u3001search \u30e1\u30bd\u30c3\u30c9 | \u6839\u62e0\u306e\u5f15\u7528\u3068\u904e\u53bb\u306e\u56de\u7b54 |\n| Cloud Storage | \u4e2d\u7d99\u306e\u51e6\u7406\u3068\u767b\u9332\u306e\u753b\u9762\u304c\u66f8\u304f | \u901a\u9054\u30fb\u7591\u7fa9\u7167\u4f1a\u30fb\u904e\u53bb\u306e\u56de\u7b54\u306e\u5199\u3057\u3068\u30e1\u30bf\u30c7\u30fc\u30bf |\n| \u9867\u554f\u5148\u306e\u53f0\u5e33 | \u8aad\u307e\u306a\u3044 | \u691c\u7d22\u306b\u9867\u554f\u5148\u306e\u60c5\u5831\u3092\u4f7f\u308f\u306a\u3044 |\n| \u76f8\u8ac7\u306e\u8a18\u9332 | \u8077\u54e1\u304c\u6839\u62e0\u306e\u30e1\u30e2\u3092\u8cbc\u308b | \u56de\u7b54\u306e\u6c7a\u5b9a\u307e\u3067\u306e\u8a18\u9332 |\n\n**\u9867\u554f\u5148\u306e\u53f0\u5e33\u306b\u306f\u3001\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u691c\u7d22\u306b\u8981\u308b\u306e\u306f\u5206\u91ce\u3068\u8cea\u554f\u306e\u6587\u3060\u3051\u3067\u3001**\u3069\u306e\u9867\u554f\u5148\u306e\u8cea\u554f\u304b\u3092\u691c\u7d22\u306e\u5074\u304c\u77e5\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6839\u62e0\u306e\u30e1\u30e2\u3092\u76f8\u8ac7\u306e\u8a18\u9332\u306b\u8cbc\u308b\u306e\u306f\u8077\u54e1\u3067\u3059\u3002\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306b\u306f\u3001\u6575\u5bfe\u7684\u306a\u554f\u3044\u5408\u308f\u305b\u3084\u7b54\u3048\u3092\u6c42\u3081\u306a\u3044\u554f\u3044\u5408\u308f\u305b\u3092\u7121\u8996\u3059\u308b\u8a2d\u5b9a\u304c\u3042\u308a\u307e\u3059\u3002** \u516c\u5f0f\u30da\u30fc\u30b8\u306e\u4f8b\u3067\u306f `ignoreAdversarialQuery` \u3068 `ignoreNonAnswerSeekingQuery` \u3092 `true` \u306b\u3057\u3066\u3044\u307e\u3059\u3002**\u7b54\u3048\u304c\u8fd4\u3089\u306a\u304b\u3063\u305f\u3068\u304d\u306f `answerSkippedReasons` \u3092\u753b\u9762\u306b\u51fa\u3057\u3001** \u8077\u54e1\u304c\u8cea\u554f\u306e\u6587\u3092\u66f8\u304d\u76f4\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u8077\u54e1\u3068\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u306e2\u6bb5\u3067\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n1. **\u8077\u54e1\u304c\u5f15\u7528\u306e\u5143\u3092\u958b\u304f** \u2026 \u8ad6\u70b9\u3054\u3068\u306b\u3001\u5f15\u7528\u3055\u308c\u305f\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u8a72\u5f53\u306e\u6bb5\u843d\u3092\u958b\u304d\u3001**\u305d\u3053\u306b\u672c\u5f53\u306b\u305d\u3046\u66f8\u304b\u308c\u3066\u3044\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u8077\u54e1\u304c\u904e\u53bb\u306e\u56de\u7b54\u306e\u5370\u3092\u898b\u308b** \u2026 `later_circular` \u3084 `basis_changed` \u306e\u4ed8\u3044\u305f\u56de\u7b54\u306f\u3001**\u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u3092\u958b\u3044\u3066\u3001\u524d\u63d0\u304c\u5909\u308f\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u307e\u3059**\n3. **\u8077\u54e1\u304c\u6839\u62e0\u306e\u30e1\u30e2\u306b\u6b8b\u3059** \u2026 \u78ba\u304b\u3081\u305f\u5f15\u7528\u3068\u904e\u53bb\u306e\u56de\u7b54\u3060\u3051\u3092\u9078\u3093\u3067\u30e1\u30e2\u306b\u3057\u3001\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u306b\u4e0a\u3052\u307e\u3059\n4. **\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u56de\u7b54\u3092\u6c7a\u3081\u308b** \u2026 \u30e1\u30e2\u306e\u6839\u62e0\u3092\u8aad\u307f\u3001\u9867\u554f\u5148\u306e\u4e8b\u60c5\u306b\u5f53\u3066\u306f\u3081\u3066\u56de\u7b54\u3092\u66f8\u304d\u307e\u3059\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** answer \u30e1\u30bd\u30c3\u30c9\u306e\u5f15\u7528\u306f\u6587\u3054\u3068\u306b\u4ed8\u304d\u307e\u3059\u304c\u3001**\u5f15\u7528\u306e\u5143\u306e\u3069\u306e\u6bb5\u843d\u3092\u6839\u62e0\u306b\u3057\u305f\u304b\u306f\u3001\u958b\u3044\u3066\u8aad\u307e\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002** \u6bb5\u843d\u3092\u8aad\u307f\u9055\u3048\u305f\u5f15\u7528\u306f\u3001\u652f\u6301\u306e\u5ea6\u5408\u3044\u304c\u9ad8\u304f\u3066\u3082\u8d77\u304d\u307e\u3059\u3002\n\n**\u300c\u8a72\u5f53\u306e\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u51fa\u305f\u8ad6\u70b9\u306f\u3001\u8077\u54e1\u304c\u3044\u307e\u306e\u65b9\u6cd5\u3067\u63a2\u3057\u307e\u3059\u3002** \u898b\u3064\u304b\u3063\u305f\u901a\u9054\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001**\u53d6\u308a\u8fbc\u307f\u6f0f\u308c\u3068\u3057\u3066\u62c5\u5f53\u306e\u8077\u54e1\u306b\u77e5\u3089\u305b\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001240\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u5f15\u7528\u306e\u78ba\u304b\u3081\u3068\u5370\u306e\u78ba\u304b\u3081\u306b\u6570\u5206\u304b\u304b\u308b\u60f3\u5b9a\u3067\u3001**\u305d\u308c\u3088\u308a\u9577\u3044\u6708\u306f\u3001\u7f6e\u304d\u63db\u3048\u306e\u8868\u304b\u5206\u91ce\u306e\u4ed8\u3051\u65b9\u3092\u898b\u76f4\u3057\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7b54\u3048\u304c\u8fd4\u3089\u306a\u3044\uff08\u652f\u6301\u304c\u4f4e\u3044\u30fb\u7b54\u3048\u3092\u6c42\u3081\u306a\u3044\u554f\u3044\u5408\u308f\u305b\uff09 | \u7406\u7531\u3092\u753b\u9762\u306b\u51fa\u3057\u3001\u8cea\u554f\u306e\u6587\u304b\u5206\u91ce\u3092\u5909\u3048\u3066\u5f15\u304d\u76f4\u3059 |\n| \u5f15\u7528\u306e\u5143\u304c\u6539\u6b63\u524d\u306e\u901a\u9054 | \u72b6\u614b\u306e\u9805\u76ee\u306e\u4ed8\u3051\u8aa4\u308a\u3002\u62c5\u5f53\u306e\u8077\u54e1\u304c\u72b6\u614b\u3092\u76f4\u3059 |\n| \u904e\u53bb\u306e\u56de\u7b54\u306e\u9867\u554f\u5148\u304c\u63a8\u3057\u91cf\u308c\u308b | \u7f6e\u304d\u63db\u3048\u306e\u6f0f\u308c\u3002\u5199\u3057\u3092\u5dee\u3057\u66ff\u3048\u3066\u53d6\u308a\u8fbc\u307f\u76f4\u3059 |\n| \u6700\u65b0\u306e\u901a\u77e5\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044 | \u767b\u8f09\u6e96\u5099\u4e2d\u306e\u30b3\u30fc\u30ca\u30fc\u3092\u78ba\u304b\u3081\u3001\u62c5\u5f53\u306e\u8077\u54e1\u304c\u53d6\u308a\u8fbc\u3080 |\n| \u7591\u7fa9\u7167\u4f1a\u306e\u5f15\u7528\u304c\u5225\u306e\u7167\u4f1a\u306b\u5f53\u305f\u308b | \u7167\u4f1a\u3054\u3068\u306e\u5206\u3051\u65b9\u306e\u8aa4\u308a\u3002\u5206\u3051\u76f4\u3057\u3066\u53d6\u308a\u8fbc\u307f\u76f4\u3059 |\n\n**4\u884c\u76ee\u306f\u3001\u6bce\u6708\u8d77\u304d\u3046\u308b\u3053\u3068\u3067\u3059\u3002** \u6cd5\u4ee4\u7b49\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30da\u30fc\u30b8\u306b\u306f\u3001\u767b\u8f09\u3055\u308c\u305f\u60c5\u5831\u304c\u539a\u751f\u52b4\u50cd\u7701\u6240\u7ba1\u306e\u5168\u3066\u306e\u6cd5\u4ee4\u30fb\u901a\u77e5\u3092\u7db2\u7f85\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001**\u5b98\u5831\u306b\u63b2\u8f09\u3055\u308c\u305f\u5185\u5bb9\u3068\u7570\u306a\u308b\u5834\u5408\u306f\u5b98\u5831\u304c\u512a\u5148\u3059\u308b**\u3068\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u6839\u62e0\u306e\u30e1\u30e2\u306f\u3001\u53d6\u308a\u8fbc\u3093\u3060\u7bc4\u56f2\u3067\u306e\u691c\u7d22\u306e\u7d50\u679c\u3060\u3068\u753b\u9762\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u554f\u3044\u5408\u308f\u305b\u306e\u5206\u91ce\u3068\u8cea\u554f\u306e\u6587\uff08\u9867\u554f\u5148\u306e\u540d\u524d\u3092\u6d88\u3057\u305f\u3082\u306e\uff09\u3001\u9001\u3063\u305f\u8077\u54e1\u3001\u65e5\u6642\n- answer \u30e1\u30bd\u30c3\u30c9\u3068 search \u30e1\u30bd\u30c3\u30c9\u306e\u7d50\u679c\u306e\u5168\u6587\u3001\u5916\u3057\u305f\u6587\u306e\u6570\u3001\u4ed8\u3051\u305f\u5370\n- **\u8077\u54e1\u304c\u6839\u62e0\u306e\u30e1\u30e2\u306b\u6b8b\u3057\u305f\u5f15\u7528\u3068\u3001\u6b8b\u3055\u306a\u304b\u3063\u305f\u5f15\u7528**\n- \u6839\u62e0\u306e\u30e1\u30e2\u3068\u3001\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u6c7a\u3081\u305f\u56de\u7b54\n- \u53d6\u308a\u8fbc\u3093\u3060\u901a\u9054\u30fb\u7591\u7fa9\u7167\u4f1a\u306e\u7248\u3068\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u3001\u72b6\u614b\u3092\u76f4\u3057\u305f\u8a18\u9332\n\n**3\u3064\u76ee\u306f\u3001\u691c\u7d22\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u8077\u54e1\u304c\u6b8b\u3055\u306a\u304b\u3063\u305f\u5f15\u7528\u304c\u591a\u3044\u5206\u91ce\u306f\u3001**\u5206\u91ce\u306e\u4ed8\u3051\u65b9\u304b\u7f6e\u304d\u63db\u3048\u306e\u8868\u304c\u5408\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u6708\u306b1\u56de\u3001\u62c5\u5f53\u306e\u8077\u54e1\u304c\u898b\u3066\u76f4\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u8cea\u554f\u304b\u308920\u4ef6\u3092\u9078\u3076\uff08**\u793e\u4f1a\u4fdd\u967a\u306e\u9069\u7528\u30fb\u5831\u916c\u306e\u8cea\u554f\u3068\u3001\u52b4\u50cd\u6642\u9593\u306e\u8cea\u554f\u3092\u534a\u5206\u305a\u3064\u5165\u308c\u308b**\uff09\n2. \u305d\u306e20\u4ef6\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u306e\u6839\u62e0\u306e\u30e1\u30e2\u3068\u56de\u7b54\u3092\u51fa\u3057\u3066\u304a\u304f\n3. \u5f53\u6642\u306e\u6839\u62e0\u306b\u306a\u3063\u305f\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306ePDF\u3092\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u8cbc\u308a\u4ed8\u3051\u308b\n4. \u300c\u3053\u306e\u8cc7\u6599\u3060\u3051\u3092\u4f7f\u3063\u3066\u3001\u6b21\u306e\u8cea\u554f\u306e\u8ad6\u70b9\u3054\u3068\u306b\u5f53\u3066\u306f\u307e\u308b\u8a18\u8f09\u3092\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8cc7\u6599\u306b\u7121\u3044\u3053\u3068\u306f\u300e\u8a72\u5f53\u306e\u8a18\u8f09\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300f\u3068\u66f8\u304d\u3001\u7d50\u8ad6\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3057\u3001\u9867\u554f\u5148\u306e\u540d\u524d\u3092\u6d88\u3057\u305f\u8cea\u554f\u3092\u8cbc\u308b\n5. \u51fa\u3066\u304d\u305f\u5f15\u7528\u3092\u3001\u5f53\u6642\u306e\u6839\u62e0\u306e\u30e1\u30e2\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**20\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u7d44\u3080\u524d\u306b\u3001**\u300c\u8cc7\u6599\u306e\u4e2d\u304b\u3089\u5f53\u3066\u306f\u307e\u308b\u6bb5\u843d\u3092\u5f15\u3051\u308b\u304b\u300d\u3068\u300c\u7d50\u8ad6\u3092\u66f8\u304b\u305a\u306b\u3044\u3089\u308c\u308b\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u30e1\u30e2\u3068\u540c\u3058\u6bb5\u843d\u304c\u5f15\u3051\u305f | **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u306b\u9032\u3080** |\n| \u6700\u5f8c\u306b\u7d50\u8ad6\u3092\u66f8\u304d\u8db3\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u9867\u554f\u5148\u306e\u8a00\u8449\u3067\u306f\u5f53\u3066\u306f\u307e\u308b\u6bb5\u843d\u304c\u5f15\u3051\u306a\u3044 | **\u7f6e\u304d\u63db\u3048\u306e\u8868\u304c\u5148\u3002** \u8a00\u8449\u306e\u5bfe\u5fdc\u3092\u4f5c\u308b |\n\n**3\u884c\u76ee\u306f\u5931\u6557\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u9867\u554f\u5148\u306e\u8a00\u8449\u3068\u901a\u9054\u306e\u8a00\u8449\u306e\u5dee\u304c\u3001\u3044\u307e\u3082\u8077\u54e1\u306e\u691c\u7d22\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u7406\u7531\u3060\u3068\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002","minimal_setup_short":"\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306ePDF\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u8ad6\u70b9\u3054\u3068\u306e\u5f15\u7528\u3092\u66f8\u304d\u51fa\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u6bb5\u843d\u306e\u5f15\u304d\u5f53\u3066","semi_auto_setup":"\u4e0a\u8a18\uff0b\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u3092 Vertex AI Search \u306b\u5165\u308c\u3001\u5206\u91ce\u3068\u72b6\u614b\u3067\u7d5e\u3063\u3066\u5f15\u7528\u4ed8\u304d\u3067\u8fd4\u3059 \uff0f \u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306e\u691c\u7d22\u3068\u5f15\u7528","full_setup":"\u4e0a\u8a18\uff0b\u904e\u53bb\u306e\u56de\u7b54\u3092\u7f6e\u304d\u63db\u3048\u3066\u5165\u308c\u3001\u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u306e\u5370\u3068\u6839\u62e0\u306e\u30e1\u30e2\u306e\u66f8\u304d\u51fa\u3057\u307e\u3067 \uff0f \u904e\u53bb\u306e\u56de\u7b54\u306e\u691c\u7d22\u3001\u5370\u3001\u30e1\u30e2","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u3001\u2460\u306e\u901a\u9054\u63a2\u3057\u304c\u77ed\u304f\u306a\u308a\u307e\u3059\u3002** \u305f\u3060\u3057\u904e\u53bb\u306e\u56de\u7b54\u306f\u3044\u307e\u306e\u65b9\u6cd5\u3067\u63a2\u3059\u306e\u3067\u3001\u2461\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30671\u4ef66\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u904e\u53bb\u306e\u56de\u7b54\u3092\u5f15\u3051\u308b\u3053\u3068\u3068\u3001\u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u306e\u5370\u304c\u4ed8\u304f\u3053\u3068\u3067\u3001**\u2461\u3068\u2462\u306e\u307b\u3068\u3093\u3069\u304c\u78ba\u304b\u3081\u306e\u4f5c\u696d\u306b\u7f6e\u304d\u63db\u308f\u308a\u307e\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u9593\u306b\u3001**\u72b6\u614b\u306e\u9805\u76ee\u3092\u6b63\u3057\u304f\u4ed8\u3051\u308b\u904b\u7528\u3068\u3001\u6bce\u6708\u306e\u53d6\u308a\u8fbc\u307f\u306e\u904b\u7528**\u3092\u56fa\u3081\u307e\u3059\u3002\u3053\u306e2\u3064\u304c\u56fa\u307e\u3089\u306a\u3044\u307e\u307e\u904e\u53bb\u306e\u56de\u7b54\u3092\u5165\u308c\u308b\u3068\u3001**\u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u306e\u5370\u304c\u3001\u72b6\u614b\u306e\u4ed8\u3051\u8aa4\u308a\u3067\u5916\u308c\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5206\u91ce\u3092\u9078\u3070\u305a\u306b\u52b4\u50cd\u57fa\u6e96\u3068\u793e\u4f1a\u4fdd\u967a\u304c\u6df7\u3056\u308b | \u5206\u91ce\u306e\u9078\u629e\u3092\u5fc5\u9808\u306b\u3059\u308b |\n| \u6539\u6b63\u524d\u306e\u901a\u9054\u304c\u5f15\u7528\u3055\u308c\u308b | \u72b6\u614b\u306e\u9805\u76ee\u3092\u4ed8\u3051\u3001answer \u30e1\u30bd\u30c3\u30c9\u306f\u300c\u73fe\u884c\u300d\u306b\u7d5e\u308b |\n| \u7591\u7fa9\u7167\u4f1a\u306e\u5f15\u7528\u304c\u5225\u306e\u7167\u4f1a\u306b\u5f53\u305f\u308b | PDF\u3092\u7167\u4f1a\u3054\u3068\u306b\u5206\u3051\u3066\u5165\u308c\u308b |\n| \u5f15\u7528\u306e\u5370\u306e\u4f4d\u7f6e\u304c\u305a\u308c\u308b | \u4f4d\u7f6e\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u3002\u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u76f4\u3059 |\n| \u5f15\u7528\u304c\u8fd4\u3089\u306a\u3044 | `includeCitations` \u306e\u65e2\u5b9a\u306f `false`\u3002`true` \u306b\u3059\u308b |\n| \u7d50\u8ad6\u306e1\u6587\u304c\u66f8\u304d\u8db3\u3055\u308c\u308b | \u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u3068\u660e\u8a18\u3057\u3001\u5f15\u7528\u306e\u7121\u3044\u6587\u3092\u5916\u3059 |\n| \u904e\u53bb\u306e\u56de\u7b54\u306e\u9867\u554f\u5148\u304c\u63a8\u3057\u91cf\u308c\u308b | \u7f6e\u304d\u63db\u3048\u306e\u6c7a\u307e\u308a\u3092\u4f5c\u308a\u3001\u53d6\u308a\u8fbc\u3080\u524d\u306b\u78ba\u304b\u3081\u308b |\n| \u904e\u53bb\u306e\u56de\u7b54\u306e\u6709\u52b9\u6027\u3092\u751f\u6210AI\u306b\u805e\u304f | \u65e5\u4ed8\u3068\u72b6\u614b\u306e\u5370\u307e\u3067\u306b\u3057\u3001\u5224\u65ad\u306f\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb |\n\n**\u4e0a\u306e5\u884c\u306f\u3001\u53d6\u308a\u8fbc\u307f\u3068\u8a2d\u5b9a\u306e\u5931\u6557\u3067\u3059\u3002** \u3069\u308c\u3082\u3001**\u8cc7\u6599\u306e\u6642\u70b9\u3068\u533a\u5207\u308a\u3092\u6b63\u3057\u304f\u6301\u305f\u305b\u308b\u3053\u3068\u3067\u9632\u3052\u307e\u3059\u3002**\n\n**\u4e0b\u306e3\u884c\u306f\u3001\u5224\u65ad\u3092\u4ed5\u7d44\u307f\u306b\u5bc4\u305b\u3066\u3057\u307e\u3046\u5931\u6557\u3067\u3059\u3002** \u6839\u62e0\u306e\u30e1\u30e2\u306f\u3001**\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u5224\u65ad\u3059\u308b\u305f\u3081\u306e\u6750\u6599**\u3067\u3059\u3002\u7d50\u8ad6\u3082\u6709\u52b9\u6027\u3082\u3001\u6750\u6599\u306e\u5074\u306b\u66f8\u304b\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u539a\u751f\u52b4\u50cd\u7701\u306e\u901a\u77e5\u30fb\u901a\u9054\u3068\u5e74\u91d1\u6a5f\u69cb\u306e\u7591\u7fa9\u7167\u4f1a\uff08\u516c\u958b\u306e\u8cc7\u6599\uff09\u3001\u4e8b\u52d9\u6240\u306e\u904e\u53bb\u306e\u56de\u7b54\uff08\u9867\u554f\u5148\u306e\u4e8b\u60c5\u3092\u542b\u3080\uff09\u3001\u8077\u54e1\u304c\u5165\u308c\u308b\u8cea\u554f\u306e\u6587\u3067\u3059\u3002\n\n1. **\u79d8\u5bc6\u3092\u5b88\u308b\u7fa9\u52d9\u3092\u524d\u63d0\u306b\u3059\u308b** \u2026 \u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u6cd5\u306f\u3001\u958b\u696d\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u306a\u3069\u304c**\u6b63\u5f53\u306a\u7406\u7531\u304c\u306a\u304f\u696d\u52d9\u306b\u95a2\u3057\u3066\u77e5\u308a\u5f97\u305f\u79d8\u5bc6\u3092\u4ed6\u306b\u6f0f\u3089\u3057\u3001\u53c8\u306f\u76d7\u7528\u3057\u3066\u306f\u306a\u3089\u306a\u3044**\u3068\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002\u904e\u53bb\u306e\u56de\u7b54\u306f\u3001\u9867\u554f\u5148\u3068\u793e\u54e1\u3092\u7279\u5b9a\u3067\u304d\u308b\u8a18\u8f09\u3092\u7f6e\u304d\u63db\u3048\u3066\u304b\u3089\u5165\u308c\u307e\u3059\n2. **\u56fd\u5916\u306e\u5834\u6240\u306b\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3092\u6574\u7406\u3059\u308b** \u2026 \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u5834\u6240\u306b\u65e5\u672c\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u7f6e\u304d\u63db\u3048\u305f\u5f8c\u306e\u5199\u3057\u3060\u3051\u3092\u5165\u308c\u3001\u5143\u306e\u56de\u7b54\u306e\u6587\u66f8\u306f\u4e8b\u52d9\u6240\u306e\u4e2d\u306b\u7f6e\u3044\u305f\u307e\u307e\u306b\u3057\u307e\u3059**\n3. **\u8cea\u554f\u306e\u6587\u306b\u9867\u554f\u5148\u306e\u540d\u524d\u3092\u5165\u308c\u306a\u3044** \u2026 \u753b\u9762\u3067\u77e5\u3089\u305b\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u8a18\u9332\u306b\u3082\u6b8b\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\n4. **\u89e3\u91c8\u3092\u4ed5\u7d44\u307f\u3067\u6c7a\u3081\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u6839\u62e0\u306e\u30e1\u30e2\u307e\u3067\u3067\u3059\u3002**\u9867\u554f\u5148\u3078\u306e\u56de\u7b54\u3068\u3001\u884c\u653f\u3078\u306e\u7167\u4f1a\u306e\u8981\u5426\u306f\u3001\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u6c7a\u3081\u307e\u3059**\n5. **\u516c\u958b\u306e\u8cc7\u6599\u306e\u5229\u7528\u306e\u6761\u4ef6\u3092\u5b88\u308b** \u2026 \u539a\u751f\u52b4\u50cd\u7701\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u516c\u5171\u30c7\u30fc\u30bf\u5229\u7528\u898f\u7d04\u306b\u6e96\u62e0\u3057\u305f\u6761\u4ef6\u3067\u5229\u7528\u3067\u304d\u3001**\u7de8\u96c6\u30fb\u52a0\u5de5\u3057\u305f\u3082\u306e\u3092\u56fd\u304c\u4f5c\u3063\u305f\u304b\u306e\u3088\u3046\u306b\u793a\u3055\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6839\u62e0\u306e\u30e1\u30e2\u3092\u9867\u554f\u5148\u306b\u305d\u306e\u307e\u307e\u6e21\u3055\u306a\u3044\u306e\u306f\u3001\u3053\u306e\u305f\u3081\u3067\u3082\u3042\u308a\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u53e4\u3044\u53d6\u6271\u3044\u3092\u6839\u62e0\u306b\u3059\u308b\u3053\u3068\u3068\u3001\u9867\u554f\u5148\u306e\u79d8\u5bc6\u3092\u5916\u306b\u51fa\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u72b6\u614b\u306e\u9805\u76ee\u3068\u5370\u3067\u9632\u304e\u3001\u5f8c\u8005\u306f\u7f6e\u304d\u63db\u3048\u3068\u753b\u9762\u306e\u77e5\u3089\u305b\u3067\u9632\u304e\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u53d6\u308a\u8fbc\u3080\u524d\u306e\u6c7a\u307e\u308a\u3067\u9632\u3050\u3082\u306e\u3067\u3059\u3002**","recommended_for":"\u9867\u554f\u5148\u3092\u6570\u5341\u793e\u304b\u3089\u767e\u793e\u4ee5\u4e0a\u6301\u3061\u3001\u52b4\u50cd\u6642\u9593\u30fb\u8cc3\u91d1\u30fb\u793e\u4f1a\u4fdd\u967a\u306e\u9069\u7528\u306a\u3069\u306e\u89e3\u91c8\u306e\u8cea\u554f\u3092\u6bce\u6708\u6570\u767e\u4ef6\u53d7\u3051\u3066\u3044\u308b\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u4e8b\u52d9\u6240\u3002\u6839\u62e0\u306e\u901a\u9054\u3084\u7591\u7fa9\u7167\u4f1a\u3092\u3001\u8077\u54e1\u304c\u305d\u306e\u3064\u3069\u884c\u653f\u306e\u30b5\u30a4\u30c8\u3067\u63a2\u3057\u3001\u904e\u53bb\u306b\u540c\u3058\u8cea\u554f\u3078\u3069\u3046\u7b54\u3048\u305f\u304b\u3092\u30d9\u30c6\u30e9\u30f3\u306e\u8a18\u61b6\u3068\u30e1\u30fc\u30eb\u306e\u691c\u7d22\u306b\u983c\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u904e\u53bb\u306e\u56de\u7b54\u3092\u4f7f\u3044\u56de\u3057\u3066\u3001\u305d\u306e\u5f8c\u306b\u51fa\u305f\u901a\u9054\u3092\u898b\u843d\u3068\u3057\u305f\u7d4c\u9a13\u304c\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"\u9867\u554f\u5148\u304c\u5c11\u306a\u304f\u3001\u8cea\u554f\u304c\u6708\u306b\u6570\u5341\u4ef6\u3067\u3001\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u81ea\u5206\u3067\u8abf\u3079\u3066\u8db3\u308a\u3066\u3044\u308b\u4e8b\u52d9\u6240\u3002\u8cea\u554f\u306e\u591a\u304f\u304c\u624b\u7d9a\u304d\u306e\u69d8\u5f0f\u3084\u671f\u9650\u3067\u3001\u89e3\u91c8\u306e\u6839\u62e0\u3092\u63a2\u3059\u3053\u3068\u304c\u5c11\u306a\u3044\u4e8b\u52d9\u6240\u3002\u904e\u53bb\u306e\u56de\u7b54\u306e\u8a18\u9332\u304c\u6b8b\u3063\u3066\u304a\u3089\u305a\u3001\u6b8b\u3059\u6c7a\u307e\u308a\u3082\u4f5c\u308c\u306a\u3044\u4e8b\u52d9\u6240\u3002\u306a\u304a\u3001\u6cd5\u4ee4\u3084\u901a\u9054\u306e\u89e3\u91c8\u306e\u6c7a\u5b9a\u3001\u9867\u554f\u5148\u3078\u306e\u56de\u7b54\u306e\u5185\u5bb9\u3001\u52b4\u50cd\u57fa\u6e96\u76e3\u7763\u7f72\u3084\u5e74\u91d1\u4e8b\u52d9\u6240\u3078\u306e\u7167\u4f1a\u306e\u8981\u5426\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u8cea\u554f\u304b\u308920\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u306ePDF\u304b\u3089\u5f15\u7528\u3055\u305b\u307e\u3059\u3002**\u7d50\u8ad6\u3092\u66f8\u304d\u8db3\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u9867\u554f\u5148\u306e\u8a00\u8449\u3067\u6bb5\u843d\u304c\u5f15\u3051\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u5206\u91ce\u3092\u6c7a\u3081\u308b**\n\n\u901a\u9054\u306b\u6301\u305f\u305b\u308b\u5206\u91ce\u30fb\u767a\u51fa\u65e5\u30fb\u72b6\u614b\u30fb\u6587\u66f8\u756a\u53f7\u306e\u4ed8\u3051\u65b9\u3068\u3001\u753b\u9762\u3067\u9078\u3076\u5206\u91ce\u306e\u4e00\u89a7\u3092\u6c7a\u3081\u307e\u3059\u3002**\u7f6e\u304d\u63db\u3048\u306e\u8868\u306e\u6700\u521d\u306e\u7248\u3082\u300120\u4ef6\u306e\u8cea\u554f\u306e\u8a00\u8449\u304b\u3089\u4f5c\u308a\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u901a\u9054\u3068\u7591\u7fa9\u7167\u4f1a\u3067\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b**\n\n\u4e8b\u52d9\u6240\u3067\u6271\u3046\u5206\u91ce\u306e\u73fe\u884c\u306e\u901a\u9054\u3068\u3001\u7591\u7fa9\u7167\u4f1a\u306ePDF\u3092\u7167\u4f1a\u3054\u3068\u306b\u5206\u3051\u305f\u3082\u306e\u3092\u5165\u308c\u307e\u3059\u3002**\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u6709\u52b9\u306b\u3057\u3066\u4f5c\u308a\u3001\u7d5e\u308a\u8fbc\u307f\u304c\u52b9\u304f\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u691c\u7d22\u306e\u753b\u9762\u3068\u4e2d\u7d99\u306e\u51e6\u7406\u3092\u3064\u306a\u3050**\n\nanswer \u30e1\u30bd\u30c3\u30c9\u3067\u5f15\u7528\u4ed8\u304d\u306e\u8ad6\u70b9\u306e\u6574\u7406\u3092\u8fd4\u3057\u3001\u5f15\u7528\u306e\u7121\u3044\u6587\u3092\u5916\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u8077\u54e1\u306e\u3044\u307e\u306e\u8abf\u3079\u65b9\u3068\u4e26\u3079\u3001\u540c\u3058\u6839\u62e0\u304c\u5f15\u3051\u308b\u304b\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u904e\u53bb\u306e\u56de\u7b54\u306e\u7f6e\u304d\u63db\u3048\u306e\u6c7a\u307e\u308a\u3092\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u3068\u6c7a\u3081\u3001\u76f4\u8fd1\u306e\u5206\u304b\u3089\u5165\u308c\u3066\u3001\u5f8c\u304b\u3089\u51fa\u305f\u901a\u9054\u306e\u5370\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 1\u4ef620\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u7d4c\u9a13\u306e\u6d45\u3044\u8077\u54e1\u306e\u6839\u62e0\u306e\u30e1\u30e2\u3092\u3001\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u304c\u8abf\u3079\u76f4\u3055\u305a\u306b\u8aad\u3081\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u904b\u7528\u306b\u4e57\u3063\u305f\u3068\u8a00\u3048\u307e\u3059\u3002**\n\n---","related_usecases":["UC-0274","UC-0727","UC-0176","UC-0039"],"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| answer \u30e1\u30bd\u30c3\u30c9\u304c\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u7b54\u3048\u3092\u4f5c\u308a\u3001\u6587\u3054\u3068\u306e\u5f15\u7528\u3092\u4ed8\u3051\u3089\u308c\u308b\u3053\u3068\u3002`includeCitations` \u306e\u65e2\u5b9a\u304c `false` \u3067\u3042\u308b\u3053\u3068\u3002\u5f15\u7528\u306e `startIndex`\u30fb`endIndex` \u304c UTF-8 \u306e\u30d0\u30a4\u30c8\u5358\u4f4d\u3067\u3042\u308b\u3053\u3068\u3002\u652f\u6301\u306e\u5ea6\u5408\u3044\u304c0\u301c1\u306e\u5024\u3067\u3001`filteringLevel` \u3067\u652f\u6301\u306e\u4f4e\u3044\u7b54\u3048\u3092\u8fd4\u3055\u306a\u3044\u3088\u3046\u306b\u3067\u304d\u308b\u3053\u3068\u3002\u30d7\u30ea\u30a2\u30f3\u30d6\u30eb\u3067\u66f8\u304d\u65b9\u3092\u6307\u793a\u3067\u304d\u308b\u3053\u3068\u3002`ignoreAdversarialQuery`\u30fb`ignoreNonAnswerSeekingQuery` \u3068 `answerSkippedReasons` \u304c\u3042\u308b\u3053\u3068\u3002Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-28 |\n| \u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u304c `ANY`\u3001`AND`\uff0f`OR`\u3001\u6bd4\u8f03\u306e\u8a18\u53f7\u3067\u66f8\u3051\u3001\u65e5\u4ed8\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3067\u6bd4\u3079\u3089\u308c\u308b\u3053\u3068\u3002\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u3092 indexable \u306b\u3057\u3001indexable \u3067\u3082\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u306a\u3044\u9805\u76ee\u304c\u3042\u308a\u3046\u308b\u3053\u3068 | [Google Cloud: Filter custom search for structured or unstructured data](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-28 |\n| \u53d6\u308a\u8fbc\u3081\u308b\u30d5\u30a1\u30a4\u30eb\u306e\u5f62\u5f0f\u30011\u30d5\u30a1\u30a4\u30eb200MB\u30fb1\u56de10\u4e07\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u3092 `id`\u30fb`structData`\u30fb`content` \u306e `uri` \u3067 JSON Lines \u304b NDJSON \u306b\u66f8\u304f\u3053\u3068\u3002\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u306b\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u6709\u52b9\u306b\u3059\u308b\u3088\u3046\u52e7\u3081\u3066\u3044\u308b\u3053\u3068 | [Google Cloud: Prepare data for ingesting](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/prepare-data) | 2026-10-28 |\n| \u65e5\u672c\u8a9e\uff08ja-JP\uff09\u304c\u691c\u7d22\u306e\u6a5f\u80fd\u3068 answers and follow-ups \u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3053\u3068 | [Google Cloud: Languages and 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