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\u3092\u4f5c\u308a\u76f4\u3057\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u65b0\u3057\u3044\u500b\u5225\u5951\u7d04\u304c\u7de0\u7d50\u3055\u308c\u305f\u65e5\u306e\u591c\u306b\u306f\u3001\u691c\u7d22\u306b\u5165\u308a\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u76f8\u8ac7 | \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u756a\u53f7\uff08\u4efb\u610f\uff09\u3001\u76f8\u8ac7\u306e\u5185\u5bb9\u3001\u76f8\u8ac7\u306e\u7a2e\u985e\uff08\u696d\u52d9\u306e\u7bc4\u56f2\uff0f\u671f\u9593\uff0f\u6642\u9593\u30fb\u4f11\u65e5\uff0f\u305d\u306e\u4ed6\uff09 | \u76f8\u8ac7\u306e\u753b\u9762 |\n| \u5951\u7d04\u66f8\u985e | \u57fa\u672c\u5951\u7d04\u66f8\u3001\u500b\u5225\u5951\u7d04\u66f8\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3001\u5ef6\u9577\u306e\u901a\u77e5\u3001\u899a\u66f8\u3001\u5c31\u696d\u6761\u4ef6\u306e\u660e\u793a\u306e\u63a7\u3048 | 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|\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u304b\u30892\u3064\u76ee\u306e\u5951\u7d04\u306e\u4e00\u89a7\u3067\u3059\u3002** \u691c\u7d22\u306f\u66f8\u985e\u3092\u898b\u3064\u3051\u3066\u304d\u307e\u3059\u304c\u3001**\u3069\u308c\u304c\u4eca\u6709\u52b9\u306a\u500b\u5225\u5951\u7d04\u304b\u306f\u3001\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u89a7\u306b\u3057\u304b\u6b63\u3057\u304f\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002** \u4e00\u89a7\u3068\u66f8\u985e\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u3001\u5951\u7d04\u306e\u756a\u53f7\u3067\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u500b\u5225\u5951\u7d04\u3067\u5b9a\u3081\u308b\u4e8b\u9805\u306f\u3001\u52b4\u50cd\u8005\u6d3e\u9063\u6cd5\u306e\u7b2c26\u6761\u7b2c1\u9805\u306b\u4e26\u3093\u3067\u3044\u307e\u3059\u3002** 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`id`\u3001`structData`\u3001`content.mimeType`\u3001`content.uri` \u3092\u66f8\u304d\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u756a\u53f7 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u6d3e\u9063\u5148\u3054\u3068\u30fb\u30b9\u30bf\u30c3\u30d5\u3054\u3068\u306e\u7d5e\u308a\u8fbc\u307f |\n| \u66f8\u985e\u306e\u7a2e\u985e\uff08\u57fa\u672c\u5951\u7d04\uff0f\u500b\u5225\u5951\u7d04\uff0f\u62b5\u89e6\u65e5\u306e\u901a\u77e5\uff0f\u899a\u66f8\uff0f\u8a18\u9332\uff09 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u5951\u7d04\u66f8\u985e\u3068\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3092\u5206\u3051\u3066\u5f15\u304f |\n| \u5951\u7d04\u306e\u756a\u53f7\u3001\u5951\u7d04\u671f\u9593 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u89a7\u3068\u306e\u7167\u5408 |\n| \u72b6\u614b\uff08\u6709\u52b9\uff0f\u671f\u9593\u6e80\u4e86\uff09 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u671f\u9593\u6e80\u4e86\u306e\u500b\u5225\u5951\u7d04\u3092\u53c2\u8003\u306b\u56de\u3059 |\n| \u95b2\u89a7\u306e\u7bc4\u56f2 | `acl_info` | \u62c5\u5f53\u306e\u55b6\u696d\u3068\u7ba1\u7406\u90e8\u9580\u306b\u3060\u3051\u51fa\u3059 |\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3092\u5fc5\u305a\u542b\u3081\u307e\u3059\u3002** \u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u3051\u3070\u3001`client_id: ANY(\"C0123\") AND doc_type: ANY(\"individual_contract\", \"notice\", \"master_contract\", \"memo\") AND status: ANY(\"active\")` \u306e\u3088\u3046\u306b\u66f8\u3051\u307e\u3059\u3002**2\u56de\u76ee\u306e\u547c\u3073\u51fa\u3057\u3067\u306f `doc_type` \u3092 `record` \u306b\u66ff\u3048\u3001\u5951\u7d04\u66f8\u985e\u3068\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u304c\u540c\u3058\u56de\u7b54\u306b\u6df7\u3056\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u30b9\u30bf\u30c3\u30d5\u3092\u9078\u3093\u3060\u3068\u304d\u306f `staff_id` \u3082\u8db3\u3057\u307e\u3059\u3002\n\n**\u95b2\u89a7\u306e\u7bc4\u56f2\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306e `acl_info` \u306b\u66f8\u304d\u307e\u3059\u3002** `readers` \u306e `principals` \u306b\u3001\u62c5\u5f53\u306e\u55b6\u696d\u30c1\u30fc\u30e0\u3068\u7ba1\u7406\u90e8\u9580\u306e `group_id` \u3092\u5165\u308c\u307e\u3059\u3002**\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u3057\u304b\u6709\u52b9\u306b\u3067\u304d\u305a\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u5f8c\u304b\u3089\u30aa\u30f3\u30fb\u30aa\u30d5\u3067\u304d\u307e\u305b\u3093\u3002** \u6700\u521d\u306b\u4f5c\u308b\u3068\u304d\u306b\u6709\u52b9\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002\n\n**\u691c\u7d22\u306f\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u55b6\u696d\u306e ID \u3067\u884c\u3044\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5e83\u3044\u6a29\u9650\u3067\u691c\u7d22\u3059\u308b\u3068\u3001**\u4ed6\u306e\u55b6\u696d\u30c1\u30fc\u30e0\u304c\u62c5\u5f53\u3059\u308b\u6d3e\u9063\u5148\u306e\u66f8\u985e\u3082\u7b54\u3048\u306e\u6750\u6599\u306b\u306a\u308a\u3048\u307e\u3059\u3002** \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u306e\u7d5e\u308a\u8fbc\u307f\u3068\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306e\u4e21\u65b9\u3067\u5b88\u308a\u307e\u3059\u3002","preprocessing":"1. **\u30d5\u30a1\u30a4\u30eb\u306b\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u308b** \u2026 \u30d5\u30a9\u30eb\u30c0\u540d\u304b\u3089\u6d3e\u9063\u5148\u3092\u7279\u5b9a\u3057\u3001\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30fc\u30c9\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n2. **\u66f8\u985e\u306e\u7a2e\u985e\u3092\u4ed8\u3051\u308b** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u30681\u30da\u30fc\u30b8\u76ee\u306e\u8868\u984c\u304b\u3089\u3001\u57fa\u672c\u5951\u7d04\u30fb\u500b\u5225\u5951\u7d04\u30fb\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u30fb\u5ef6\u9577\u306e\u901a\u77e5\u30fb\u899a\u66f8\u3092\u898b\u5206\u3051\u307e\u3059\n3. **\u500b\u5225\u5951\u7d04\u306b\u5951\u7d04\u306e\u756a\u53f7\u3092\u4ed8\u3051\u308b** \u2026 \u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5951\u7d04\u306e\u4e00\u89a7\u3068\u3001\u5951\u7d04\u671f\u9593\u3068\u30b9\u30bf\u30c3\u30d5\u3067\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\n4. **\u72b6\u614b\u3092\u4ed8\u3051\u308b** \u2026 \u5951\u7d04\u671f\u9593\u304c\u7d42\u308f\u3063\u305f\u500b\u5225\u5951\u7d04\u3092 `expired` \u306b\u3057\u307e\u3059\n5. **\u30b9\u30ad\u30e3\u30f3\u3057\u305f PDF \u3092\u78ba\u304b\u3081\u308b** \u2026 \u6587\u5b57\u304c\u53d6\u308c\u306a\u3044\u3082\u306e\u306f\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u8aad\u307f\u3001\u8aad\u3081\u306a\u3044\u3082\u306e\u306f\u4e00\u89a7\u306b\u51fa\u3057\u307e\u3059\n6. **\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3092\u5199\u3059** \u2026 \u55b6\u696d\u304c\u5370\u3092\u4ed8\u3051\u305f\u30e1\u30fc\u30eb\u3068\u8a2a\u554f\u8a18\u9332\u3092\u3001\u65e5\u4ed8\u30fb\u76f8\u624b\u30fb\u8981\u65e8\u30fb\u672c\u6587\u306e\u5f62\u306e\u6587\u66f8\u306b\u3057\u307e\u3059\n7. **\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u308b** \u2026 \u62c5\u5f53\u30c1\u30fc\u30e0\u3068\u7ba1\u7406\u90e8\u9580\u306e `group_id` \u3092\u66f8\u304d\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5951\u7d04\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3068\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u300c\u691c\u7d22\u304c\u8fd4\u3057\u305f\u500b\u5225\u5951\u7d04\u304c\u4eca\u6709\u52b9\u306a\u3082\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u53e4\u3044\u500b\u5225\u5951\u7d04\u306e\u696d\u52d9\u306e\u5185\u5bb9\u3067\u7b54\u3048\u3066\u3057\u307e\u3046\u5931\u6557\u306f\u3001\u3053\u3053\u3067\u9632\u304e\u307e\u3059\u3002**\n\n**6\u756a\u76ee\u306e\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u306b\u306f\u3001\u6d3e\u9063\u30b9\u30bf\u30c3\u30d5\u306e\u8a55\u4fa1\u3084\u5065\u5eb7\u306e\u8a71\u3092\u5165\u308c\u307e\u305b\u3093\u3002** \u8a2a\u554f\u8a18\u9332\u306b\u306f\u300c\u672c\u4eba\u304c\u4f53\u8abf\u3092\u5d29\u3057\u3066\u3044\u308b\u300d\u300c\u52e4\u52d9\u614b\u5ea6\u306b\u3064\u3044\u3066\u5148\u65b9\u304b\u3089\u6307\u6458\u300d\u3068\u3044\u3063\u305f\u5185\u5bb9\u304c\u6df7\u3056\u308a\u307e\u3059\u3002**\u5951\u7d04\u306e\u7d4c\u7def\u3068\u3057\u3066\u6b8b\u3059\u306e\u306f\u3001\u696d\u52d9\u30fb\u6642\u9593\u30fb\u671f\u9593\u30fb\u5358\u4fa1\u306b\u95a2\u308f\u308b\u53d6\u308a\u6c7a\u3081\u306e\u8a71\u3060\u3051\u306b\u3057\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u76f8\u8ac7\u306b\u95a2\u4fc2\u3059\u308b\u5951\u7d04\u306e\u6761\u4ef6\u3092\u66f8\u985e\u304b\u3089\u898b\u3064\u3051\u3001\u66f8\u985e\u540d\u3068\u7b87\u6240\u3092\u4ed8\u3051\u3066\u66f8\u304d\u51fa\u3059\u3053\u3068\u3068\u3001\u95a2\u4fc2\u3059\u308b\u3084\u308a\u53d6\u308a\u306e\u7d4c\u7def\u3092\u65e5\u4ed8\u4ed8\u304d\u3067\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u983c\u3081\u308b\u304b\u3001\u5ef6\u9577\u3067\u304d\u308b\u304b\u306e\u7d50\u8ad6\u306f\u66f8\u304b\u305b\u307e\u305b\u3093\u3002\n\n| \u8fd4\u3059\u3082\u306e | \u4e2d\u8eab | \u6839\u62e0 |\n|:--|:--|:--|\n| \u5951\u7d04\u306e\u6761\u4ef6 | \u76f8\u8ac7\u306b\u95a2\u4fc2\u3059\u308b\u9805\u76ee\uff08\u696d\u52d9\u306e\u5185\u5bb9\u3001\u5c31\u696d\u306e\u5834\u6240\u3068\u7d44\u7e54\u5358\u4f4d\u3001\u671f\u9593\u3001\u6642\u9593\u3001\u6642\u9593\u5916\u30fb\u4f11\u65e5\u306a\u3069\uff09\u3068\u3001\u305d\u306e\u8a18\u8f09 | \u500b\u5225\u5951\u7d04\u3001\u57fa\u672c\u5951\u7d04\u3001\u899a\u66f8 |\n| \u671f\u9593\u306e\u60c5\u5831 | \u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3001\u5ef6\u9577\u306e\u901a\u77e5\u306e\u6709\u7121 | \u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3001\u5ef6\u9577\u306e\u901a\u77e5 |\n| \u7d4c\u7def | \u904e\u53bb\u306b\u540c\u3058\u8a71\u304c\u51fa\u305f\u3068\u304d\u306e\u65e5\u4ed8\u3068\u8981\u65e8 | \u3084\u308a\u53d6\u308a\u306e\u8a18\u9332 |\n| \u78ba\u304b\u3081\u308b\u70b9 | \u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u70b9\u3001\u66f8\u985e\u3069\u3046\u3057\u3067\u98df\u3044\u9055\u3046\u70b9 | \u4e0a\u306e\u3059\u3079\u3066 |\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u6761\u4ef6\u3068\u7d4c\u7def\u306b\u51fa\u5178\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u66f8\u985e\u3067\u7b54\u3048\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u8cea\u554f\u3067\u306a\u3044\u5165\u529b\u3067\u56de\u7b54\u3092\u4f5c\u3089\u306a\u3044 |\n| `filter` | \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3001\u72b6\u614b | \u6d3e\u9063\u5148\u3054\u3068\u306b\u9589\u3058\u3001\u5951\u7d04\u66f8\u985e\u3068\u8a18\u9332\u3092\u5206\u3051\u3066\u5f15\u304f |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n**`ignoreNonAnswerSeekingQuery` \u3067\u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u306f\u3001`answerSkippedReasons` \u306b\u7406\u7531\u304c\u8fd4\u308a\u307e\u3059\u3002** \u753b\u9762\u306b\u306f\u300c\u56de\u7b54\u3092\u4f5c\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u51fa\u3057\u3001\u691c\u7d22\u306e\u7d50\u679c\u3060\u3051\u3092\u4e26\u3079\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u983c\u3081\u308b\u304b\u30fb\u5ef6\u9577\u3067\u304d\u308b\u304b\u306e\u7d50\u8ad6 | \u5951\u7d04\u306e\u6761\u4ef6\u306e\u307b\u304b\u3001\u672c\u4eba\u306e\u610f\u5411\u3068\u6cd5\u4ee4\u4e0a\u306e\u5236\u9650\u304c\u95a2\u308f\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u306e\u88dc\u3044 | \u300c\u4e00\u822c\u7684\u306b\u306f\u300d\u3067\u57cb\u3081\u308b\u3068\u3001\u5951\u7d04\u306e\u6761\u4ef6\u306b\u898b\u3048\u308b |\n| \u4ed6\u306e\u6d3e\u9063\u5148\u306e\u66f8\u985e\u3067\u306e\u4ee3\u7528 | \u696d\u52d9\u306e\u7bc4\u56f2\u30fb\u6642\u9593\u30fb\u5358\u4fa1\u304c\u6d3e\u9063\u5148\u3054\u3068\u306b\u9055\u3046 |\n| \u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3092\u5951\u7d04\u306e\u6761\u4ef6\u3068\u3057\u3066\u66f8\u304f\u3053\u3068 | \u53e3\u982d\u306e\u8a71\u306f\u3001\u500b\u5225\u5951\u7d04\u306b\u5165\u308b\u307e\u3067\u6761\u4ef6\u3067\u306f\u306a\u3044 |\n| \u62b5\u89e6\u65e5\u306e\u8a08\u7b97 | \u65e5\u4ed8\u306e\u8a08\u7b97\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u3001AI\u306b\u306f\u901a\u77e5\u306e\u8a18\u8f09\u3092\u5199\u3055\u305b\u308b |\n\n**2\u884c\u76ee\u30684\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u6b8b\u696d\u306f\u6708\u4f55\u6642\u9593\u307e\u3067\u304b\u300d\u3068\u805e\u304b\u308c\u3066\u500b\u5225\u5951\u7d04\u306b\u8a18\u8f09\u304c\u7121\u3044\u3068\u3001\u30e2\u30c7\u30eb\u306f\u30e1\u30fc\u30eb\u306b\u66f8\u304b\u308c\u305f\u300c\u670820\u6642\u9593\u307e\u3067\u300d\u3092\u6761\u4ef6\u3068\u3057\u3066\u7b54\u3048\u305f\u304c\u308a\u307e\u3059\u3002**\u305d\u308c\u306f\u7d4c\u7def\u3067\u3042\u3063\u3066\u3001\u5951\u7d04\u306e\u6761\u4ef6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u7d4c\u7def\u3068\u3057\u3066\u5206\u3051\u3066\u66f8\u304b\u305b\u3001\u500b\u5225\u5951\u7d04\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u78ba\u304b\u3081\u308b\u70b9\u306b\u51fa\u3055\u305b\u307e\u3059\u3002","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\uff081\u56de\u76ee\u306e\u5951\u7d04\u66f8\u985e\u306e\u547c\u3073\u51fa\u3057\u7528\uff09\u3002\n\n```\n\u3042\u306a\u305f\u306f\u4eba\u6750\u6d3e\u9063\u4f1a\u793e\u3067\u3001\u6d3e\u9063\u5148\u304b\u3089\u53d7\u3051\u305f\u76f8\u8ac7\u306b\u3064\u3044\u3066\u3001\n\u305d\u306e\u6d3e\u9063\u5148\u3068\u306e\u5951\u7d04\u66f8\u985e\u306b\u4f55\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u793a\u3059\u62c5\u5f53\u3067\u3059\u3002\n\u8aad\u3080\u306e\u306f\u3001\u6d3e\u9063\u5148\u3092\u62c5\u5f53\u3057\u3066\u3044\u308b\u55b6\u696d\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u756a\u53f7\uff08\u3042\u308c\u3070\uff09\u3001\n\u76f8\u8ac7\u306e\u7a2e\u985e\u3001\u76f8\u8ac7\u306e\u5185\u5bb9\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u305d\u306e\u6d3e\u9063\u5148\u3068\u306e\u5951\u7d04\u66f8\u985e\u3060\u3051\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u76f8\u8ac7\u306b\u95a2\u4fc2\u3059\u308b\u5951\u7d04\u306e\u9805\u76ee\u30921\u3064\u305a\u3064\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u9805\u76ee\u3054\u3068\u306b\u3001\u66f8\u985e\u306e\u540d\u524d\u3001\u5951\u7d04\u306e\u756a\u53f7\u3001\u8a18\u8f09\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u671f\u9593\u306b\u3064\u3044\u3066\u306e\u76f8\u8ac7\u306a\u3089\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3068\u3001\n   \u5ef6\u9577\u306e\u901a\u77e5\u304c\u3042\u308b\u304b\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u70b9\u3068\u3001\u66f8\u985e\u3069\u3046\u3057\u3067\u98df\u3044\u9055\u3046\u70b9\u3092\u3001\n   \u300c\u78ba\u304b\u3081\u308b\u70b9\u300d\u3068\u3057\u3066\u6700\u5f8c\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306e\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u6d3e\u9063\u306e\u6c7a\u307e\u308a\u3084\u3001\u4ed6\u306e\u6d3e\u9063\u5148\u306e\u4f8b\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u306b\u8a18\u8f09\u304c\u7121\u3044\u9805\u76ee\u306f\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u983c\u3081\u308b\u304b\u3001\u5ef6\u9577\u3067\u304d\u308b\u304b\u3001\u554f\u984c\u306a\u3044\u304b\u3001\u3068\u3044\u3063\u305f\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u72b6\u614b\u304c expired \u306e\u66f8\u985e\u306f\u3001\u300c\u671f\u9593\u6e80\u4e86\u306e\u5951\u7d04\u300d\u3068\u660e\u8a18\u3057\u3066\u5206\u3051\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u540c\u3058\u9805\u76ee\u306b\u3064\u3044\u3066\u66f8\u985e\u3069\u3046\u3057\u3067\u8a18\u8f09\u304c\u9055\u3046\u3068\u304d\u306f\u3001\u4e21\u65b9\u3092\u5199\u3057\u3001\n  \u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6d3e\u9063\u30b9\u30bf\u30c3\u30d5\u306e\u8a55\u4fa1\u3001\u5065\u5eb7\u3001\u79c1\u751f\u6d3b\u306b\u95a2\u308f\u308b\u5185\u5bb9\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n2\u56de\u76ee\u306e\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u306e\u547c\u3073\u51fa\u3057\u3067\u306f\u30011\u884c\u76ee\u306e\u5f79\u5272\u3092\u300c\u904e\u53bb\u306e\u3084\u308a\u53d6\u308a\u306e\u7d4c\u7def\u3092\u793a\u3059\u62c5\u5f53\u300d\u306b\u66ff\u3048\u3001\u7b54\u3048\u65b9\u3092\u300c\u65e5\u4ed8\u3001\u76f8\u624b\u3001\u8981\u65e8\u3092\u53e4\u3044\u9806\u306b\u66f8\u304f\u300d\u306b\u3057\u307e\u3059\u3002**\u53b3\u5b88\u4e8b\u9805\u306b\u3001\u6b21\u306e1\u884c\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n```\n- \u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u306b\u66f8\u304b\u308c\u305f\u53d6\u308a\u6c7a\u3081\u3092\u3001\u5951\u7d04\u306e\u6761\u4ef6\u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u7d4c\u7def\u300d\u3068\u3057\u3066\u65e5\u4ed8\u4ed8\u304d\u3067\u66f8\u304d\u3001\u5951\u7d04\u66f8\u985e\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u300d\u3068\u300c\u65e5\u4ed8\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u3069\u3061\u3089\u3082\u3084\u308a\u307e\u3059\u3002** \u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3068\u6d3e\u9063\u958b\u59cb\u65e5\u304c\u3042\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306f\u6b8b\u308a\u306e\u671f\u9593\u3092\u8a08\u7b97\u3057\u3066\u300c\u3042\u30688\u304b\u6708\u7d9a\u3051\u3089\u308c\u307e\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u6d3e\u9063\u5148\u306e\u4e8b\u696d\u6240\u5358\u4f4d\u306e\u671f\u9593\u3068\u30b9\u30bf\u30c3\u30d5\u500b\u4eba\u306e\u7d44\u7e54\u5358\u4f4d\u306e\u671f\u9593\u3092\u53d6\u308a\u9055\u3048\u305f\u307e\u307e\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u3001** \u305d\u306e\u6570\u5b57\u304c\u6d3e\u9063\u5148\u306b\u305d\u306e\u307e\u307e\u4f1d\u308f\u308b\u3068\u53d6\u308a\u8fd4\u3057\u304c\u3064\u304d\u307e\u305b\u3093\u3002\u65e5\u4ed8\u306e\u4e26\u3079\u8868\u793a\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002","output_data":"**answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u3068\u306f\u5225\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u753b\u9762\u7528\u306b\u6b21\u306e\u5f62\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\n\n```json\n{\n  \"client_id\": \"C0123\",\n  \"staff_id\": \"S04567\",\n  \"inquiry_type\": \"scope | period | hours | other\",\n  \"contract_terms\": [\n    { \"item\": \"\u696d\u52d9\u306e\u5185\u5bb9\", \"text\": \"\", \"doc_name\": \"\", \"contract_no\": \"\",\n      \"page\": 0, \"status\": \"active | expired\", \"is_latest\": true }\n  ],\n  \"period_info\": {\n    \"conflict_date_notice\": \"\", \"extension_notice\": \"none | found\",\n    \"assignment_start\": \"\", \"org_unit\": \"\"\n  },\n  \"history\": [\n    { \"date\": \"\", \"counterpart\": \"\", \"summary\": \"\", \"source\": \"\" }\n  ],\n  \"to_confirm\": [\"\"],\n  \"answer_skipped\": false\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5951\u7d04\u306e\u6761\u4ef6\u3068\u7d4c\u7def\u3092\u5225\u306e\u914d\u5217\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u3067\u3082\u5de6\u53f3\u306b\u5206\u3051\u3066\u8868\u793a\u3057\u3001**\u55b6\u696d\u304c\u7d4c\u7def\u3092\u5951\u7d04\u306e\u6761\u4ef6\u3068\u8aad\u307f\u9055\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`is_latest` \u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4ed8\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u691c\u7d22\u304c\u8fd4\u3057\u305f\u500b\u5225\u5951\u7d04\u306e\u5951\u7d04\u306e\u756a\u53f7\u3092\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u89a7\u3068\u7167\u3089\u3057\u3001**\u6700\u65b0\u3067\u306a\u3051\u308c\u3070\u753b\u9762\u3067\u7070\u8272\u306b\u3057\u3066\u300c\u3053\u306e\u5951\u7d04\u306f\u66f4\u65b0\u3055\u308c\u3066\u3044\u307e\u3059\u300d\u3068\u51fa\u3057\u307e\u3059\u3002** AI\u306e\u56de\u7b54\u306e\u4e2d\u8eab\u306b\u306f\u624b\u3092\u5165\u308c\u307e\u305b\u3093\u3002\n\n**3\u3064\u76ee\u306f\u3001`period_info` \u306b\u65e5\u4ed8\u3092\u4e26\u3079\u308b\u3060\u3051\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002** \u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306e\u65e5\u4ed8\u306f AI\u304c\u66f8\u985e\u304b\u3089\u5199\u3057\u3001\u6d3e\u9063\u958b\u59cb\u65e5\u3068\u7d44\u7e54\u5358\u4f4d\u306f\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5165\u308c\u307e\u3059\u3002**\u6b8b\u308a\u306e\u671f\u9593\u306f\u8868\u793a\u3057\u307e\u305b\u3093\u3002** \u671f\u9593\u306e\u76f8\u8ac7\u306f\u3001\u3053\u306e3\u3064\u3092\u898b\u305f\u3046\u3048\u3067\u7ba1\u7406\u90e8\u9580\u3068\u78ba\u304b\u3081\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u76f8\u8ac7\u306e\u753b\u9762 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u753b\u9762 | \u6d3e\u9063\u5148\u30fb\u30b9\u30bf\u30c3\u30d5\u306e\u9078\u629e\u3001\u76f8\u8ac7\u306e\u5165\u529b\u3001\u7d50\u679c\u306e\u8868\u793a |\n| \u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\uff08CSV\u306e\u51fa\u529b\u304b API\uff09 | \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u3001\u6709\u52b9\u306a\u500b\u5225\u5951\u7d04\u306e\u4e00\u89a7 |\n| \u5171\u6709\u30c9\u30e9\u30a4\u30d6 | \u6bce\u6669\u306e\u5199\u3057 | \u5951\u7d04\u66f8\u985e\u306e PDF \u3092 Cloud Storage \u3078 |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u5951\u7d04\u66f8\u985e\u3068\u8a18\u9332\u306e\u691c\u7d22\u3001\u51fa\u5178\u4ed8\u304d\u306e\u56de\u7b54 |\n| \u793e\u5185\u306e ID \u57fa\u76e4 | Workforce Identity Federation | \u55b6\u696d\u306e ID \u3067\u691c\u7d22\u3057\u3001\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u52b9\u304b\u305b\u308b |\n\n**\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u56de\u7b54\u306e\u6839\u62e0\u307e\u3067\u3067\u3001**\u5951\u7d04\u306e\u6761\u4ef6\u3092\u5909\u3048\u308b\u306e\u306f\u3001\u6d3e\u9063\u5148\u3068\u5408\u610f\u3057\u3066\u500b\u5225\u5951\u7d04\u3092\u7d50\u3073\u76f4\u3059\u624b\u7d9a\u304d\u3067\u3059\u3002** \u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u5951\u7d04\u306e\u767b\u9332\u3092\u76f4\u3059\u7d4c\u8def\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n**\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b API \u304c\u7121\u3044\u3068\u304d\u306f\u3001\u6bce\u6669\u306e CSV \u306e\u51fa\u529b\u3067\u8db3\u308a\u307e\u3059\u3002**","human_review":"**\u55b6\u696d\u306f\u3001\u8fd4\u3063\u3066\u304d\u305f\u7d50\u679c\u3060\u3051\u3067\u6d3e\u9063\u5148\u306b\u7b54\u3048\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n1. **`is_latest` \u3092\u898b\u308b** \u2026 \u7070\u8272\u306e\u500b\u5225\u5951\u7d04\u304c\u6839\u62e0\u306b\u306a\u3063\u3066\u3044\u308c\u3070\u3001\u6700\u65b0\u306e\u5951\u7d04\u3067\u691c\u7d22\u3057\u76f4\u3057\u307e\u3059\n2. **\u6839\u62e0\u306e\u7b87\u6240\u3092\u958b\u304f** \u2026 \u5951\u7d04\u306e\u6761\u4ef6\u306e\u5404\u884c\u306e\u30ea\u30f3\u30af\u304b\u3089 PDF \u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3092\u958b\u304d\u3001\u8a18\u8f09\u3092\u8aad\u307f\u307e\u3059\n3. **\u78ba\u304b\u3081\u308b\u70b9\u3092\u8aad\u3080** \u2026 \u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u300c\u98df\u3044\u9055\u3044\u300d\u304c\u3042\u308c\u3070\u3001\u7ba1\u7406\u90e8\u9580\u306b\u56de\u3057\u307e\u3059\n4. **\u671f\u9593\u30fb\u696d\u52d9\u306e\u7bc4\u56f2\u306e\u5909\u66f4\u306f\u3001\u7ba1\u7406\u90e8\u9580\u306b\u56de\u3059** \u2026 \u5ef6\u9577\u3084\u696d\u52d9\u306e\u8ffd\u52a0\u306f\u3001\u5951\u7d04\u306e\u5909\u66f4\u306b\u306a\u308a\u307e\u3059\n5. **\u56de\u7b54\u306e\u5185\u5bb9\u3092\u8a18\u9332\u306b\u6b8b\u3059** \u2026 \u4f55\u3092\u6839\u62e0\u306b\u4f55\u3068\u7b54\u3048\u305f\u304b\u3092\u3001\u8a2a\u554f\u8a18\u9332\u306b\u66f8\u304d\u307e\u3059\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u696d\u52d9\u306e\u5185\u5bb9\u306b\u5165\u3063\u3066\u3044\u306a\u3044\u696d\u52d9\u3092\u983c\u307f\u305f\u3044\u3068\u3044\u3046\u76f8\u8ac7\u306f\u3001**\u500b\u5225\u5951\u7d04\u306e\u5909\u66f4\u304c\u8981\u308b\u8a71\u3067\u3059\u3002** \u55b6\u696d\u304c\u305d\u306e\u5834\u3067\u300c\u5927\u4e08\u592b\u3067\u3059\u300d\u3068\u7b54\u3048\u308b\u3068\u3001\u30b9\u30bf\u30c3\u30d5\u306f\u5951\u7d04\u306b\u7121\u3044\u696d\u52d9\u306b\u5c31\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001\u76f8\u8ac71\u4ef6\u30925\u5206\u3067\u6839\u62e0\u307e\u3067\u78ba\u304b\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u305d\u308c\u3092\u8d85\u3048\u308b\u76f8\u8ac7\u306f\u3001\u305f\u3044\u3066\u3044\u78ba\u304b\u3081\u308b\u70b9\u306b\u300c\u8a18\u8f09\u306a\u3057\u300d\u304c\u51fa\u3066\u3044\u3066\u3001\u7ba1\u7406\u90e8\u9580\u306e\u5224\u65ad\u3092\u5f85\u3064\u3082\u306e\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u95a2\u4fc2\u3059\u308b\u66f8\u985e\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u56de\u7b54\u3092\u4f5c\u3089\u305a\u300c\u8a72\u5f53\u3059\u308b\u66f8\u985e\u306a\u3057\u300d\u3068\u51fa\u3059\u3002**\u30d5\u30a9\u30eb\u30c0\u306b\u66f8\u985e\u304c\u7121\u3044\u306e\u304b\u3001\u53d6\u308a\u8fbc\u3081\u3066\u3044\u306a\u3044\u306e\u304b\u3092\u7ba1\u7406\u90e8\u9580\u304c\u78ba\u304b\u3081\u308b** |\n| \u8fd4\u3063\u305f\u500b\u5225\u5951\u7d04\u304c\u6700\u65b0\u3067\u306a\u3044 | `is_latest` \u304c false\u3002\u6700\u65b0\u306e\u5951\u7d04\u306e\u756a\u53f7\u3067\u691c\u7d22\u3057\u76f4\u3059 |\n| \u66f8\u985e\u3069\u3046\u3057\u3067\u8a18\u8f09\u304c\u98df\u3044\u9055\u3046 | \u4e21\u65b9\u3092\u51fa\u3057\u3001\u78ba\u304b\u3081\u308b\u70b9\u306b\u8f09\u305b\u308b\u3002**\u3069\u3061\u3089\u304c\u512a\u5148\u304b\u306f\u7ba1\u7406\u90e8\u9580\u304c\u6c7a\u3081\u308b** |\n| \u30b9\u30ad\u30e3\u30f3\u304c\u7c97\u304f\u6587\u5b57\u304c\u53d6\u308c\u306a\u3044 | \u53d6\u308a\u8fbc\u307f\u6642\u306b\u4e00\u89a7\u306b\u51fa\u3057\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059 |\n| \u62b5\u89e6\u65e5\u306e\u901a\u77e5\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u671f\u9593\u306e\u76f8\u8ac7\u3067\u306f\u300c\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306a\u3057\u300d\u3068\u51fa\u3059\u3002**\u6d3e\u9063\u5148\u306b\u901a\u77e5\u3092\u6c42\u3081\u308b\u5fc5\u8981\u304c\u306a\u3044\u304b\u3001\u7ba1\u7406\u90e8\u9580\u304c\u78ba\u304b\u3081\u308b** |\n| \u30b9\u30bf\u30c3\u30d5\u306e\u90e8\u7f72\u304c\u5909\u308f\u3063\u3066\u3044\u308b | \u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u7d44\u7e54\u5358\u4f4d\u3068\u500b\u5225\u5951\u7d04\u306e\u7d44\u7e54\u5358\u4f4d\u304c\u9055\u3048\u3070\u3001\u78ba\u304b\u3081\u308b\u70b9\u306b\u8f09\u305b\u308b |\n| \u76f8\u8ac7\u304c\u5951\u7d04\u306e\u8a71\u3067\u306a\u3044 | `answerSkippedReasons` \u304c\u8fd4\u308b\u3002\u753b\u9762\u3067\u76f8\u8ac7\u306e\u5185\u5bb9\u3092\u66f8\u304d\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u753b\u9762\u306b\u5931\u6557\u3068\u51fa\u3057\u3001\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u306e\u30ea\u30f3\u30af\u3092\u51fa\u3059 |\n\n**\u4e0a\u304b\u30891\u884c\u76ee\u30685\u884c\u76ee\u306f\u3001AI\u306e\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u66f8\u985e\u304c\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u306a\u3044\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3092\u6d3e\u9063\u5148\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u306b\u3069\u3053\u306b\u3082\u4fdd\u5b58\u3057\u3066\u3044\u306a\u3044\u3001\u3068\u3044\u3046**\u66f8\u985e\u306e\u7ba1\u7406\u306e\u554f\u984c\u304c\u3001\u691c\u7d22\u3067\u898b\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3060\u3051\u3067\u3059\u3002** \u4ef6\u6570\u3092\u6570\u3048\u3066\u3001\u7ba1\u7406\u90e8\u9580\u3067\u66f8\u985e\u3092\u305d\u308d\u3048\u308b\u6750\u6599\u306b\u3057\u307e\u3059\u3002","log_storage":"- \u76f8\u8ac7\u306e\u5185\u5bb9\u3001\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u756a\u53f7\u3001\u76f8\u8ac7\u306e\u7a2e\u985e\u3001\u65e5\u6642\u3001\u55b6\u696d\u306e ID\n- answer \u30e1\u30bd\u30c3\u30c9\u3078\u306e\u8981\u6c42\u3068\u3001\u8fd4\u3063\u3066\u304d\u305f\u56de\u7b54\u306e\u5168\u6587\uff08`answerText`\u3001`citations`\u3001`references`\uff09\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4ed8\u3051\u305f `is_latest` \u3068\u3001\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5951\u7d04\u306e\u4e00\u89a7\n- \u55b6\u696d\u304c\u6d3e\u9063\u5148\u306b\u7b54\u3048\u305f\u5185\u5bb9\u3068\u3001\u7ba1\u7406\u90e8\u9580\u306b\u56de\u3057\u305f\u304b\u3069\u3046\u304b\n- \u300c\u8a72\u5f53\u3059\u308b\u66f8\u985e\u306a\u3057\u300d\u300c\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306a\u3057\u300d\u306b\u306a\u3063\u305f\u6d3e\u9063\u5148\u306e\u4e00\u89a7\n\n**3\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u5951\u7d04\u306e\u4e00\u89a7\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u5951\u7d04\u304c\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u534a\u5e74\u5f8c\u306b\u300c\u3042\u306e\u3068\u304d\u4f55\u3092\u6839\u62e0\u306b\u7b54\u3048\u305f\u306e\u304b\u300d\u3092\u805e\u304b\u308c\u305f\u3068\u304d\u3001**\u5f53\u6642\u6709\u52b9\u3060\u3063\u305f\u500b\u5225\u5951\u7d04\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u56de\u7b54\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u66f8\u985e\u306e\u6574\u5099\u306e\u9806\u756a\u3092\u6c7a\u3081\u308b\u6750\u6599\u306b\u306a\u308a\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":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":12,"assumption_frequency":480,"assumption_workdays":20,"volume_month":480,"before_minutes_per_case":15,"after_minutes_per_case":5,"hourly_cost":3000,"before_hours_month":120,"after_hours_month":40,"saved_hours_month":80,"reduction_rate":67,"saved_hours_year":960,"annual_cost_effect":2880000,"summary":"\u6d3e\u9063\u5148\u304b\u3089\u300c\u3053\u306e\u696d\u52d9\u3082\u983c\u3081\u308b\u304b\u300d\u300c\u3044\u3064\u307e\u3067\u7d9a\u3051\u3089\u308c\u308b\u304b\u300d\u3068\u76f8\u8ac7\u3055\u308c\u305f\u3068\u304d\u306b\u3001\u305d\u306e\u6d3e\u9063\u5148\u306e\u5951\u7d04\u66f8\u985e\u3068\u904e\u53bb\u306e\u3084\u308a\u53d6\u308a\u3092\u691c\u7d22\u3057\u3001\u95a2\u4fc2\u3059\u308b\u6761\u4ef6\u3092\u66f8\u985e\u540d\u3068\u7b87\u6240\u4ed8\u304d\u3067\u8fd4\u3057\u307e\u3059\u3002\u55b6\u696d\u306f\u6839\u62e0\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u81ea\u5206\u306e\u8a00\u8449\u3067\u7b54\u3048\u307e\u3059\u3002","before_flow":"1. \u6d3e\u9063\u5148\u304b\u3089\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u3067\u76f8\u8ac7\u3092\u53d7\u3051\u3001\u5185\u5bb9\u3092\u30e1\u30e2\u3059\u308b\n2. \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u6d3e\u9063\u5148\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304d\u3001\u8a72\u5f53\u3059\u308b\u30b9\u30bf\u30c3\u30d5\u306e\u6700\u65b0\u306e\u500b\u5225\u5951\u7d04\u3092\u63a2\u3059\n3. \u500b\u5225\u5951\u7d04\u306e\u696d\u52d9\u306e\u5185\u5bb9\u3001\u5c31\u696d\u306e\u5834\u6240\u3068\u7d44\u7e54\u5358\u4f4d\u3001\u671f\u9593\u3001\u5c31\u696d\u6642\u9593\u3001\u6642\u9593\u5916\u306e\u53d6\u308a\u6c7a\u3081\u3092\u8aad\u3080\n4. \u671f\u9593\u306e\u76f8\u8ac7\u306a\u3089\u3001\u6d3e\u9063\u5148\u304b\u3089\u5c4a\u3044\u305f\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3068\u3001\u5ef6\u9577\u306e\u901a\u77e5\u3092\u63a2\u3059\n5. \u57fa\u672c\u5951\u7d04\u66f8\u3068\u899a\u66f8\u306b\u3001\u95a2\u4fc2\u3059\u308b\u5b9a\u3081\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n6. \u30e1\u30fc\u30eb\u3068\u8a2a\u554f\u8a18\u9332\u3092\u3001\u6d3e\u9063\u5148\u306e\u540d\u524d\u3067\u691c\u7d22\u3057\u3001\u904e\u53bb\u306b\u540c\u3058\u8a71\u304c\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b\n7. \u5206\u304b\u3089\u306a\u3044\u70b9\u306f\u524d\u4efb\u306e\u55b6\u696d\u304b\u7ba1\u7406\u90e8\u9580\u306b\u805e\u304f\n8. \u6d3e\u9063\u5148\u306b\u56de\u7b54\u3059\u308b\n\n**\uff08a\uff09\u66f8\u985e\u3092\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u500b\u5225\u5951\u7d04\u306f\u66f4\u65b0\u306e\u305f\u3073\u306b\u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u304c\u5897\u3048\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u4ed8\u3051\u65b9\u3082\u62c5\u5f53\u8005\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002**\u300c\u6700\u65b0\u306e\u500b\u5225\u5951\u7d04\u306f\u3069\u308c\u304b\u300d\u3092\u78ba\u304b\u3081\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u3001** \u53e4\u3044\u7248\u306e\u6761\u4ef6\u3067\u7b54\u3048\u3066\u3057\u307e\u3046\u5931\u6557\u3082\u3053\u3053\u3067\u8d77\u304d\u307e\u3059\u3002\n\n**\uff08b\uff09\u7d4c\u7def\u304c\u524d\u4efb\u8005\u306e\u624b\u5143\u306b\u3057\u304b\u306a\u3044\u3002** \u62c5\u5f53\u66ff\u3048\u306e\u5f15\u304d\u7d99\u304e\u306f\u3001\u6d3e\u9063\u5148\u306e\u4e00\u89a7\u3068\u4e3b\u306a\u9023\u7d61\u5148\u307e\u3067\u3067\u7d42\u308f\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u300c\u3053\u306e\u6d3e\u9063\u5148\u3068\u306f\u3001\u3053\u3046\u3044\u3046\u53d6\u308a\u6c7a\u3081\u306b\u306a\u3063\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u7d4c\u7def\u306f\u524d\u4efb\u8005\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306b\u6b8b\u308a\u307e\u3059\u3002** \u524d\u4efb\u8005\u304c\u9000\u8077\u3057\u3066\u3044\u308c\u3070\u3001\u805e\u304f\u5148\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u78ba\u304b\u3081\u305a\u306b\u7b54\u3048\u3066\u3057\u307e\u3046\u3002** \u76f8\u8ac7\u306e\u591a\u304f\u306f\u300c\u3059\u3050\u8fd4\u4e8b\u304c\u307b\u3057\u3044\u300d\u3068\u3044\u3046\u5f62\u3067\u6765\u307e\u3059\u3002**\u96fb\u8a71\u53e3\u3067\u300c\u305f\u3076\u3093\u5927\u4e08\u592b\u3067\u3059\u300d\u3068\u7b54\u3048\u3001\u5f8c\u3067\u500b\u5225\u5951\u7d04\u306e\u696d\u52d9\u306e\u7bc4\u56f2\u306b\u5165\u3063\u3066\u3044\u306a\u304b\u3063\u305f\u3068\u5206\u304b\u308b\u3002** \u66f8\u985e\u3092\u63a2\u3059\u6642\u9593\u304c\u9577\u3044\u307b\u3069\u3001\u3053\u306e\u7b54\u3048\u65b9\u304c\u5897\u3048\u307e\u3059\u3002\n\n**\uff08d\uff09\u671f\u9593\u306e\u76f8\u8ac7\u306f\u3001\u9593\u9055\u3048\u308b\u3068\u91cd\u3044\u3002** \u6d3e\u9063\u5148\u306e\u4e8b\u696d\u6240\u5358\u4f4d\u306e\u671f\u9593\u3068\u3001\u6d3e\u9063\u30b9\u30bf\u30c3\u30d5\u500b\u4eba\u306e\u7d44\u7e54\u5358\u4f4d\u306e\u671f\u9593\u306f\u5225\u306b\u6570\u3048\u307e\u3059\u3002**\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3001\u5ef6\u9577\u306e\u901a\u77e5\u3001\u90e8\u7f72\u306e\u7570\u52d5\u306e\u8a18\u9332\u3092\u7d44\u307f\u5408\u308f\u305b\u306a\u3044\u3068\u3001\u300c\u3044\u3064\u307e\u3067\u7d9a\u3051\u3089\u308c\u308b\u304b\u300d\u306f\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002**","before_flow_steps":["\u6d3e\u9063\u5148\u304b\u3089\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u3067\u76f8\u8ac7\u3092\u53d7\u3051\u3001\u5185\u5bb9\u3092\u30e1\u30e2\u3059\u308b","\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u6d3e\u9063\u5148\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304d\u3001\u8a72\u5f53\u3059\u308b\u30b9\u30bf\u30c3\u30d5\u306e\u6700\u65b0\u306e\u500b\u5225\u5951\u7d04\u3092\u63a2\u3059","\u500b\u5225\u5951\u7d04\u306e\u696d\u52d9\u306e\u5185\u5bb9\u3001\u5c31\u696d\u306e\u5834\u6240\u3068\u7d44\u7e54\u5358\u4f4d\u3001\u671f\u9593\u3001\u5c31\u696d\u6642\u9593\u3001\u6642\u9593\u5916\u306e\u53d6\u308a\u6c7a\u3081\u3092\u8aad\u3080","\u671f\u9593\u306e\u76f8\u8ac7\u306a\u3089\u3001\u6d3e\u9063\u5148\u304b\u3089\u5c4a\u3044\u305f\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3068\u3001\u5ef6\u9577\u306e\u901a\u77e5\u3092\u63a2\u3059","\u57fa\u672c\u5951\u7d04\u66f8\u3068\u899a\u66f8\u306b\u3001\u95a2\u4fc2\u3059\u308b\u5b9a\u3081\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","\u30e1\u30fc\u30eb\u3068\u8a2a\u554f\u8a18\u9332\u3092\u3001\u6d3e\u9063\u5148\u306e\u540d\u524d\u3067\u691c\u7d22\u3057\u3001\u904e\u53bb\u306b\u540c\u3058\u8a71\u304c\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u308b","\u5206\u304b\u3089\u306a\u3044\u70b9\u306f\u524d\u4efb\u306e\u55b6\u696d\u304b\u7ba1\u7406\u90e8\u9580\u306b\u805e\u304f","\u6d3e\u9063\u5148\u306b\u56de\u7b54\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u55b6\u696d\u304c\u76f8\u8ac7\u306e\u753b\u9762\u3067\u6d3e\u9063\u5148\u3092\u9078\u3073\u3001\u76f8\u8ac7\u306e\u5185\u5bb9\u3092\u5165\u529b\u3059\u308b\uff08\u5bfe\u8c61\u306e\u30b9\u30bf\u30c3\u30d5\u304c\u3044\u308c\u3070\u9078\u3076\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u30fb\u30b9\u30bf\u30c3\u30d5\u30fb\u66f8\u985e\u306e\u7a2e\u985e\u3067\u691c\u7d22\u306e\u7bc4\u56f2\u3092\u7d5e\u308b\n3. **\u3010\u81ea\u52d5\u3011** Agent Search \u304c\u5951\u7d04\u66f8\u985e\u3092\u691c\u7d22\u3057\u3001\u95a2\u4fc2\u3059\u308b\u6761\u4ef6\u3092\u66f8\u985e\u540d\u30fb\u30da\u30fc\u30b8\u4ed8\u304d\u3067\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u540c\u3058\u304f\u3001\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3092\u691c\u7d22\u3057\u3001\u95a2\u4fc2\u3059\u308b\u7d4c\u7def\u3092\u65e5\u4ed8\u4ed8\u304d\u3067\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u8fd4\u3063\u3066\u304d\u305f\u500b\u5225\u5951\u7d04\u304c\u6700\u65b0\u306e\u7248\u304b\u3092\u3001\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5951\u7d04\u306e\u4e00\u89a7\u3068\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u671f\u9593\u306e\u76f8\u8ac7\u306a\u3089\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306e\u65e5\u4ed8\u3068\u3001\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u59cb\u65e5\u3092\u4e26\u3079\u3066\u8868\u793a\u3059\u308b\n7. **\u3010\u4eba\u3011** \u55b6\u696d\u304c\u6839\u62e0\u306e\u66f8\u985e\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b\n8. **\u3010\u4eba\u3011** \u5224\u65ad\u306e\u8981\u308b\u3082\u306e\uff08\u696d\u52d9\u306e\u7bc4\u56f2\u5916\u3001\u671f\u9593\u306e\u5ef6\u9577\u3001\u6761\u4ef6\u306e\u5909\u66f4\uff09\u306f\u7ba1\u7406\u90e8\u9580\u306b\u56de\u3059\n9. **\u3010\u4eba\u3011** \u55b6\u696d\u304c\u6d3e\u9063\u5148\u306b\u56de\u7b54\u3057\u3001\u56de\u7b54\u306e\u5185\u5bb9\u3092\u8a18\u9332\u306b\u6b8b\u3059\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002\u55b6\u696d\u306f\u3001\u8fd4\u3063\u3066\u304d\u305f\u8981\u70b9\u3060\u3051\u3067\u7b54\u3048\u307e\u305b\u3093\u3002** \u8981\u70b9\u306f\u66f8\u985e\u306e\u3069\u3053\u3092\u958b\u3051\u3070\u3088\u3044\u304b\u306e\u6848\u5185\u3067\u3001**\u55b6\u696d\u306f\u5fc5\u305a\u6839\u62e0\u306e\u7b87\u6240\u3092\u958b\u3044\u3066\u8aad\u307f\u307e\u3059\u3002** \u305d\u306e\u6642\u9593\u3092\u542b\u3081\u30661\u4ef65\u5206\u3067\u3059\u3002\n\n**5\u756a\u76ee\u3092\u6a5f\u68b0\u306e\u7167\u5408\u306b\u3057\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u691c\u7d22\u306f\u300c\u95a2\u4fc2\u304c\u3042\u308a\u305d\u3046\u306a\u66f8\u985e\u300d\u3092\u8fd4\u3057\u307e\u3059\u304c\u3001**\u305d\u308c\u304c\u6700\u65b0\u306e\u500b\u5225\u5951\u7d04\u304b\u3069\u3046\u304b\u306f\u3001\u691c\u7d22\u306e\u5f97\u610f\u306a\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5951\u7d04\u306e\u4e00\u89a7\u306f\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304c\u6301\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u3061\u3089\u3068\u7167\u3089\u3057\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u55b6\u696d\u304c\u76f8\u8ac7\u306e\u753b\u9762\u3067\u6d3e\u9063\u5148\u3092\u9078\u3073\u3001\u76f8\u8ac7\u306e\u5185\u5bb9\u3092\u5165\u529b\u3059\u308b\uff08\u5bfe\u8c61\u306e\u30b9\u30bf\u30c3\u30d5\u304c\u3044\u308c\u3070\u9078\u3076\uff09","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u30fb\u30b9\u30bf\u30c3\u30d5\u30fb\u66f8\u985e\u306e\u7a2e\u985e\u3067\u691c\u7d22\u306e\u7bc4\u56f2\u3092\u7d5e\u308b","**\u3010\u81ea\u52d5\u3011** Agent Search \u304c\u5951\u7d04\u66f8\u985e\u3092\u691c\u7d22\u3057\u3001\u95a2\u4fc2\u3059\u308b\u6761\u4ef6\u3092\u66f8\u985e\u540d\u30fb\u30da\u30fc\u30b8\u4ed8\u304d\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u540c\u3058\u304f\u3001\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3092\u691c\u7d22\u3057\u3001\u95a2\u4fc2\u3059\u308b\u7d4c\u7def\u3092\u65e5\u4ed8\u4ed8\u304d\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u8fd4\u3063\u3066\u304d\u305f\u500b\u5225\u5951\u7d04\u304c\u6700\u65b0\u306e\u7248\u304b\u3092\u3001\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5951\u7d04\u306e\u4e00\u89a7\u3068\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u671f\u9593\u306e\u76f8\u8ac7\u306a\u3089\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306e\u65e5\u4ed8\u3068\u3001\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u59cb\u65e5\u3092\u4e26\u3079\u3066\u8868\u793a\u3059\u308b","**\u3010\u4eba\u3011** \u55b6\u696d\u304c\u6839\u62e0\u306e\u66f8\u985e\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u5224\u65ad\u306e\u8981\u308b\u3082\u306e\uff08\u696d\u52d9\u306e\u7bc4\u56f2\u5916\u3001\u671f\u9593\u306e\u5ef6\u9577\u3001\u6761\u4ef6\u306e\u5909\u66f4\uff09\u306f\u7ba1\u7406\u90e8\u9580\u306b\u56de\u3059","**\u3010\u4eba\u3011** \u55b6\u696d\u304c\u6d3e\u9063\u5148\u306b\u56de\u7b54\u3057\u3001\u56de\u7b54\u306e\u5185\u5bb9\u3092\u8a18\u9332\u306b\u6b8b\u3059"],"architecture":"```\n\u6d3e\u9063\u5148\u304b\u3089\u306e\u76f8\u8ac7\uff08\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u55b6\u696d\u304c\u76f8\u8ac7\u306e\u753b\u9762\u3067\u6d3e\u9063\u5148\u3068\u5185\u5bb9\u3092\u9001\u4fe1\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3001Cloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff1a\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u3001\u6709\u52b9\u306a\u500b\u5225\u5951\u7d04\u306e\u4e00\u89a7\n   \u25bc\nAgent Search\uff08Vertex AI Search\uff09\u2500\u2500 answer \u30e1\u30bd\u30c3\u30c9\uff082\u56de\u547c\u3076\uff09\n   \u2502  \u2460 \u5951\u7d04\u66f8\u985e\uff1a\u57fa\u672c\u5951\u7d04\uff0f\u500b\u5225\u5951\u7d04\uff0f\u62b5\u89e6\u65e5\u306e\u901a\u77e5\uff0f\u899a\u66f8\uff0f\u5c31\u696d\u6761\u4ef6\u306e\u660e\u793a\n   \u2502  \u2461 \u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\uff1a\u30e1\u30fc\u30eb\uff0f\u8a2a\u554f\u8a18\u9332\uff0f\u96fb\u8a71\u306e\u30e1\u30e2\n   \u2502  \u7d5e\u308a\u8fbc\u307f\uff1aclient_id\uff0fstaff_id\uff0fdoc_type\uff0fstatus\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u500b\u5225\u5951\u7d04\u306e\u7248\u306e\u7167\u5408\u3001\u62b5\u89e6\u65e5\u3068\u958b\u59cb\u65e5\u306e\u4e26\u3079\u8868\u793a\n   \u2514\u2500\u2500\u25b6 \u753b\u9762\uff1a\u5951\u7d04\u306e\u6761\u4ef6\uff08\u6839\u62e0\u4ed8\u304d\uff09\uff0f\u7d4c\u7def\uff08\u65e5\u4ed8\u4ed8\u304d\uff09\uff0f\u78ba\u304b\u3081\u308b\u70b9\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2500 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u753b\u9762\u30fb\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u30fb\u691c\u7d22\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u8a8d\u8a3c | \u793e\u5185\u306e ID \u57fa\u76e4\uff08Microsoft Entra ID \u306a\u3069\u3002Workforce Identity Federation \u3067\u3064\u306a\u3050\uff09 | Google \u306e ID |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u5951\u7d04\u66f8\u985e\u306e PDF\u3001\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\uff09 | \u2500 |\n\n**\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3001\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u3001\u30e1\u30fc\u30eb\u306f\u305d\u306e\u307e\u307e\u4f7f\u3044\u307e\u3059\u3002** \u65b0\u3057\u304f\u4f5c\u308b\u306e\u306f\u3001\u76f8\u8ac7\u306e\u753b\u9762\u3068\u3001\u5951\u7d04\u66f8\u985e\u3068\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3092\u691c\u7d22\u306b\u5165\u308c\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002**\u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u6d3e\u9063\u5148\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u3001\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3068\u66f8\u985e\u306e\u7a2e\u985e\u3092\u4ed8\u3051\u308b\u3053\u3068\u3067\u3059\u3002**\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001`includeCitations` \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u56de\u7b54\u306e\u4e2d\u306e\u8a18\u8ff0\u306b\u51fa\u5178\u3092\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002\u56de\u7b54\u306e\u672c\u6587\u306f `answerText`\u3001\u51fa\u5178\u306f `citations` \u3068 `references` \u306b\u8fd4\u308a\u3001**`references` \u306b\u306f\u5143\u306e\u6587\u66f8\u3068\u8a72\u5f53\u7b87\u6240\u306e\u629c\u7c8b\u304c\u5165\u308a\u307e\u3059\u3002** \u753b\u9762\u306b\u306f\u3001\u3053\u306e\u629c\u7c8b\u3068\u6587\u66f8\u3078\u306e\u30ea\u30f3\u30af\u3092\u4e26\u3079\u307e\u3059\u3002\n\n**\u53d6\u308a\u8fbc\u3080\u30c7\u30fc\u30bf\u306f\u3001Cloud Storage \u306b\u7f6e\u3044\u305f PDF \u3068\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u66f8\u3044\u305f JSONL \u3067\u3059\u3002** \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u306f TXT\u3001JSON\u3001Markdown\u3001PDF\u3001HTML\u3001DOCX\u3001PPTX\u3001XLSX\u3001XLSM \u3067\u30011\u30d5\u30a1\u30a4\u30eb200MB\u307e\u3067\u30011\u56de\u306e\u53d6\u308a\u8fbc\u307f\u306710\u4e07\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u30b9\u30ad\u30e3\u30f3\u3057\u305f PDF \u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3063\u3066\u6587\u5b57\u3068\u30c6\u30fc\u30d6\u30eb\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002** RAG \u306b\u4f7f\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30c1\u30e3\u30f3\u30af\u5316\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u55b6\u696d\u304c\u76f8\u8ac7\u306e\u753b\u9762\u3067\u6d3e\u9063\u5148\u3092\u9078\u3073\u3001\u76f8\u8ac7\u306e\u5185\u5bb9\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u6d3e\u9063\u5148\u304b\u3089\u306e\u30e1\u30fc\u30eb\u3084\u96fb\u8a71\u3092\u81ea\u52d5\u3067\u62fe\u3063\u3066\u691c\u7d22\u3059\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002**\u76f8\u8ac7\u306e\u5185\u5bb9\u3092\u55b6\u696d\u304c\u81ea\u5206\u306e\u8a00\u8449\u3067\u5165\u308c\u76f4\u3059\u3053\u3068\u3067\u3001\u4f55\u3092\u78ba\u304b\u3081\u305f\u3044\u306e\u304b\u304c\u4e00\u5ea6\u306f\u3063\u304d\u308a\u3057\u307e\u3059\u3002** \u300c\u6765\u6708\u304b\u3089\u691c\u54c1\u3082\u304a\u9858\u3044\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u96fb\u8a71\u306a\u3089\u3001\u300c\u30b9\u30bf\u30c3\u30d5\u25cb\u25cb\u306e\u500b\u5225\u5951\u7d04\u3067\u3001\u691c\u54c1\u304c\u696d\u52d9\u306e\u5185\u5bb9\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u300d\u3068\u5165\u308c\u307e\u3059\u3002\n\n**\u6d3e\u9063\u5148\u3068\u30b9\u30bf\u30c3\u30d5\u306f\u3001\u5165\u529b\u3067\u306f\u306a\u304f\u9078\u629e\u306b\u3057\u307e\u3059\u3002** \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3068\u30b9\u30bf\u30c3\u30d5\u306e\u756a\u53f7\u306f\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5f15\u3044\u305f\u4e00\u89a7\u304b\u3089\u9078\u3070\u305b\u307e\u3059\u3002**\u81ea\u7531\u5165\u529b\u306b\u3059\u308b\u3068\u3001\u8868\u8a18\u306e\u3086\u308c\u3067\u6d3e\u9063\u5148\u306e\u7d5e\u308a\u8fbc\u307f\u304c\u5916\u308c\u307e\u3059\u3002**\n\n**\u66f8\u985e\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u5225\u306b\u6bce\u6669\u52d5\u304b\u3057\u307e\u3059\u3002** \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u6d3e\u9063\u5148\u306e\u30d5\u30a9\u30eb\u30c0\u3067\u3001\u524d\u65e5\u306b\u8ffd\u52a0\u30fb\u66f4\u65b0\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u3092 Cloud Storage \u306b\u5199\u3057\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e JSONL \u3092\u4f5c\u308a\u76f4\u3057\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u65b0\u3057\u3044\u500b\u5225\u5951\u7d04\u304c\u7de0\u7d50\u3055\u308c\u305f\u65e5\u306e\u591c\u306b\u306f\u3001\u691c\u7d22\u306b\u5165\u308a\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u76f8\u8ac7 | \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u756a\u53f7\uff08\u4efb\u610f\uff09\u3001\u76f8\u8ac7\u306e\u5185\u5bb9\u3001\u76f8\u8ac7\u306e\u7a2e\u985e\uff08\u696d\u52d9\u306e\u7bc4\u56f2\uff0f\u671f\u9593\uff0f\u6642\u9593\u30fb\u4f11\u65e5\uff0f\u305d\u306e\u4ed6\uff09 | \u76f8\u8ac7\u306e\u753b\u9762 |\n| \u5951\u7d04\u66f8\u985e | \u57fa\u672c\u5951\u7d04\u66f8\u3001\u500b\u5225\u5951\u7d04\u66f8\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3001\u5ef6\u9577\u306e\u901a\u77e5\u3001\u899a\u66f8\u3001\u5c31\u696d\u6761\u4ef6\u306e\u660e\u793a\u306e\u63a7\u3048 | \u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u6d3e\u9063\u5148\u306e\u30d5\u30a9\u30eb\u30c0 |\n| \u3084\u308a\u53d6\u308a\u306e\u8a18\u9332 | \u6d3e\u9063\u5148\u3068\u306e\u30e1\u30fc\u30eb\u3001\u8a2a\u554f\u8a18\u9332\u3001\u96fb\u8a71\u306e\u30e1\u30e2 | \u30e1\u30fc\u30eb\u3001\u8a2a\u554f\u8a18\u9332\u306e\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 |\n| \u5951\u7d04\u306e\u4e00\u89a7 | \u6d3e\u9063\u5148\u30fb\u30b9\u30bf\u30c3\u30d5\u3054\u3068\u306e\u6709\u52b9\u306a\u500b\u5225\u5951\u7d04\u3001\u5951\u7d04\u671f\u9593\u3001\u5c31\u696d\u306e\u5834\u6240\u3068\u7d44\u7e54\u5358\u4f4d\u3001\u6d3e\u9063\u958b\u59cb\u65e5 | \u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u62c5\u5f53\u306e\u60c5\u5831 | \u55b6\u696d\u306e\u6240\u5c5e\u3001\u62c5\u5f53\u3057\u3066\u3044\u308b\u6d3e\u9063\u5148 | \u793e\u5185\u306e ID \u57fa\u76e4 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u304b\u30892\u3064\u76ee\u306e\u5951\u7d04\u306e\u4e00\u89a7\u3067\u3059\u3002** \u691c\u7d22\u306f\u66f8\u985e\u3092\u898b\u3064\u3051\u3066\u304d\u307e\u3059\u304c\u3001**\u3069\u308c\u304c\u4eca\u6709\u52b9\u306a\u500b\u5225\u5951\u7d04\u304b\u306f\u3001\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u89a7\u306b\u3057\u304b\u6b63\u3057\u304f\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002** \u4e00\u89a7\u3068\u66f8\u985e\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u3001\u5951\u7d04\u306e\u756a\u53f7\u3067\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u500b\u5225\u5951\u7d04\u3067\u5b9a\u3081\u308b\u4e8b\u9805\u306f\u3001\u52b4\u50cd\u8005\u6d3e\u9063\u6cd5\u306e\u7b2c26\u6761\u7b2c1\u9805\u306b\u4e26\u3093\u3067\u3044\u307e\u3059\u3002** \u696d\u52d9\u306e\u5185\u5bb9\u3001\u5c31\u696d\u306e\u5834\u6240\u3068\u7d44\u7e54\u5358\u4f4d\u3001\u6307\u63ee\u547d\u4ee4\u8005\u3001\u6d3e\u9063\u306e\u671f\u9593\u3068\u6d3e\u9063\u5c31\u696d\u3092\u3059\u308b\u65e5\u3001\u5c31\u696d\u306e\u958b\u59cb\u3068\u7d42\u4e86\u306e\u6642\u523b\u3068\u4f11\u61a9\u6642\u9593\u3001\u5b89\u5168\u3068\u885b\u751f\u3001\u82e6\u60c5\u306e\u51e6\u7406\u306a\u3069\u3067\u3059\u3002**\u6d3e\u9063\u5148\u304b\u3089\u306e\u76f8\u8ac7\u306e\u591a\u304f\u306f\u3001\u3053\u306e\u9805\u76ee\u306e\u3069\u308c\u304b\u306b\u5f53\u305f\u308a\u307e\u3059\u3002** \u76f8\u8ac7\u306e\u7a2e\u985e\u306e\u9078\u629e\u80a2\u3092\u3001\u3053\u306e\u9805\u76ee\u306b\u5408\u308f\u305b\u3066\u4f5c\u308a\u307e\u3059\u3002\n\n**\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u306f\u3001\u30e1\u30fc\u30eb\u306e\u5168\u90e8\u3067\u306f\u306a\u304f\u3001\u55b6\u696d\u304c\u300c\u7d4c\u7def\u3068\u3057\u3066\u6b8b\u3059\u300d\u3068\u5370\u3092\u4ed8\u3051\u305f\u3082\u306e\u306b\u9650\u308a\u307e\u3059\u3002** \u3059\u3079\u3066\u306e\u30e1\u30fc\u30eb\u3092\u5165\u308c\u308b\u3068\u3001\u65e5\u7a0b\u306e\u8abf\u6574\u3084\u6328\u62f6\u306e\u30e1\u30fc\u30eb\u304c\u691c\u7d22\u306e\u7d50\u679c\u3092\u57cb\u3081\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u5951\u7d04\u66f8\u985e\u3068\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u306f\u3001Cloud Storage \u306b\u7f6e\u3044\u3066\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSONL \u306e\u5404\u884c\u306b `id`\u3001`structData`\u3001`content.mimeType`\u3001`content.uri` \u3092\u66f8\u304d\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u756a\u53f7 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u6d3e\u9063\u5148\u3054\u3068\u30fb\u30b9\u30bf\u30c3\u30d5\u3054\u3068\u306e\u7d5e\u308a\u8fbc\u307f |\n| \u66f8\u985e\u306e\u7a2e\u985e\uff08\u57fa\u672c\u5951\u7d04\uff0f\u500b\u5225\u5951\u7d04\uff0f\u62b5\u89e6\u65e5\u306e\u901a\u77e5\uff0f\u899a\u66f8\uff0f\u8a18\u9332\uff09 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u5951\u7d04\u66f8\u985e\u3068\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3092\u5206\u3051\u3066\u5f15\u304f |\n| \u5951\u7d04\u306e\u756a\u53f7\u3001\u5951\u7d04\u671f\u9593 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u89a7\u3068\u306e\u7167\u5408 |\n| \u72b6\u614b\uff08\u6709\u52b9\uff0f\u671f\u9593\u6e80\u4e86\uff09 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u671f\u9593\u6e80\u4e86\u306e\u500b\u5225\u5951\u7d04\u3092\u53c2\u8003\u306b\u56de\u3059 |\n| \u95b2\u89a7\u306e\u7bc4\u56f2 | `acl_info` | \u62c5\u5f53\u306e\u55b6\u696d\u3068\u7ba1\u7406\u90e8\u9580\u306b\u3060\u3051\u51fa\u3059 |\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3092\u5fc5\u305a\u542b\u3081\u307e\u3059\u3002** \u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u3051\u3070\u3001`client_id: ANY(\"C0123\") AND doc_type: ANY(\"individual_contract\", \"notice\", \"master_contract\", \"memo\") AND status: ANY(\"active\")` \u306e\u3088\u3046\u306b\u66f8\u3051\u307e\u3059\u3002**2\u56de\u76ee\u306e\u547c\u3073\u51fa\u3057\u3067\u306f `doc_type` \u3092 `record` \u306b\u66ff\u3048\u3001\u5951\u7d04\u66f8\u985e\u3068\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u304c\u540c\u3058\u56de\u7b54\u306b\u6df7\u3056\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u30b9\u30bf\u30c3\u30d5\u3092\u9078\u3093\u3060\u3068\u304d\u306f `staff_id` \u3082\u8db3\u3057\u307e\u3059\u3002\n\n**\u95b2\u89a7\u306e\u7bc4\u56f2\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306e `acl_info` \u306b\u66f8\u304d\u307e\u3059\u3002** `readers` \u306e `principals` \u306b\u3001\u62c5\u5f53\u306e\u55b6\u696d\u30c1\u30fc\u30e0\u3068\u7ba1\u7406\u90e8\u9580\u306e `group_id` \u3092\u5165\u308c\u307e\u3059\u3002**\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u3057\u304b\u6709\u52b9\u306b\u3067\u304d\u305a\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u5f8c\u304b\u3089\u30aa\u30f3\u30fb\u30aa\u30d5\u3067\u304d\u307e\u305b\u3093\u3002** \u6700\u521d\u306b\u4f5c\u308b\u3068\u304d\u306b\u6709\u52b9\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002\n\n**\u691c\u7d22\u306f\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u55b6\u696d\u306e ID \u3067\u884c\u3044\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5e83\u3044\u6a29\u9650\u3067\u691c\u7d22\u3059\u308b\u3068\u3001**\u4ed6\u306e\u55b6\u696d\u30c1\u30fc\u30e0\u304c\u62c5\u5f53\u3059\u308b\u6d3e\u9063\u5148\u306e\u66f8\u985e\u3082\u7b54\u3048\u306e\u6750\u6599\u306b\u306a\u308a\u3048\u307e\u3059\u3002** \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u306e\u7d5e\u308a\u8fbc\u307f\u3068\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306e\u4e21\u65b9\u3067\u5b88\u308a\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u30d5\u30a1\u30a4\u30eb\u306b\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3092\u4ed8\u3051\u308b** \u2026 \u30d5\u30a9\u30eb\u30c0\u540d\u304b\u3089\u6d3e\u9063\u5148\u3092\u7279\u5b9a\u3057\u3001\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30fc\u30c9\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n2. **\u66f8\u985e\u306e\u7a2e\u985e\u3092\u4ed8\u3051\u308b** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u30681\u30da\u30fc\u30b8\u76ee\u306e\u8868\u984c\u304b\u3089\u3001\u57fa\u672c\u5951\u7d04\u30fb\u500b\u5225\u5951\u7d04\u30fb\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u30fb\u5ef6\u9577\u306e\u901a\u77e5\u30fb\u899a\u66f8\u3092\u898b\u5206\u3051\u307e\u3059\n3. **\u500b\u5225\u5951\u7d04\u306b\u5951\u7d04\u306e\u756a\u53f7\u3092\u4ed8\u3051\u308b** \u2026 \u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5951\u7d04\u306e\u4e00\u89a7\u3068\u3001\u5951\u7d04\u671f\u9593\u3068\u30b9\u30bf\u30c3\u30d5\u3067\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\n4. **\u72b6\u614b\u3092\u4ed8\u3051\u308b** \u2026 \u5951\u7d04\u671f\u9593\u304c\u7d42\u308f\u3063\u305f\u500b\u5225\u5951\u7d04\u3092 `expired` \u306b\u3057\u307e\u3059\n5. **\u30b9\u30ad\u30e3\u30f3\u3057\u305f PDF \u3092\u78ba\u304b\u3081\u308b** \u2026 \u6587\u5b57\u304c\u53d6\u308c\u306a\u3044\u3082\u306e\u306f\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u8aad\u307f\u3001\u8aad\u3081\u306a\u3044\u3082\u306e\u306f\u4e00\u89a7\u306b\u51fa\u3057\u307e\u3059\n6. **\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3092\u5199\u3059** \u2026 \u55b6\u696d\u304c\u5370\u3092\u4ed8\u3051\u305f\u30e1\u30fc\u30eb\u3068\u8a2a\u554f\u8a18\u9332\u3092\u3001\u65e5\u4ed8\u30fb\u76f8\u624b\u30fb\u8981\u65e8\u30fb\u672c\u6587\u306e\u5f62\u306e\u6587\u66f8\u306b\u3057\u307e\u3059\n7. **\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u308b** \u2026 \u62c5\u5f53\u30c1\u30fc\u30e0\u3068\u7ba1\u7406\u90e8\u9580\u306e `group_id` \u3092\u66f8\u304d\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5951\u7d04\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3068\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u300c\u691c\u7d22\u304c\u8fd4\u3057\u305f\u500b\u5225\u5951\u7d04\u304c\u4eca\u6709\u52b9\u306a\u3082\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u53e4\u3044\u500b\u5225\u5951\u7d04\u306e\u696d\u52d9\u306e\u5185\u5bb9\u3067\u7b54\u3048\u3066\u3057\u307e\u3046\u5931\u6557\u306f\u3001\u3053\u3053\u3067\u9632\u304e\u307e\u3059\u3002**\n\n**6\u756a\u76ee\u306e\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u306b\u306f\u3001\u6d3e\u9063\u30b9\u30bf\u30c3\u30d5\u306e\u8a55\u4fa1\u3084\u5065\u5eb7\u306e\u8a71\u3092\u5165\u308c\u307e\u305b\u3093\u3002** \u8a2a\u554f\u8a18\u9332\u306b\u306f\u300c\u672c\u4eba\u304c\u4f53\u8abf\u3092\u5d29\u3057\u3066\u3044\u308b\u300d\u300c\u52e4\u52d9\u614b\u5ea6\u306b\u3064\u3044\u3066\u5148\u65b9\u304b\u3089\u6307\u6458\u300d\u3068\u3044\u3063\u305f\u5185\u5bb9\u304c\u6df7\u3056\u308a\u307e\u3059\u3002**\u5951\u7d04\u306e\u7d4c\u7def\u3068\u3057\u3066\u6b8b\u3059\u306e\u306f\u3001\u696d\u52d9\u30fb\u6642\u9593\u30fb\u671f\u9593\u30fb\u5358\u4fa1\u306b\u95a2\u308f\u308b\u53d6\u308a\u6c7a\u3081\u306e\u8a71\u3060\u3051\u306b\u3057\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u76f8\u8ac7\u306b\u95a2\u4fc2\u3059\u308b\u5951\u7d04\u306e\u6761\u4ef6\u3092\u66f8\u985e\u304b\u3089\u898b\u3064\u3051\u3001\u66f8\u985e\u540d\u3068\u7b87\u6240\u3092\u4ed8\u3051\u3066\u66f8\u304d\u51fa\u3059\u3053\u3068\u3068\u3001\u95a2\u4fc2\u3059\u308b\u3084\u308a\u53d6\u308a\u306e\u7d4c\u7def\u3092\u65e5\u4ed8\u4ed8\u304d\u3067\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u983c\u3081\u308b\u304b\u3001\u5ef6\u9577\u3067\u304d\u308b\u304b\u306e\u7d50\u8ad6\u306f\u66f8\u304b\u305b\u307e\u305b\u3093\u3002\n\n| \u8fd4\u3059\u3082\u306e | \u4e2d\u8eab | \u6839\u62e0 |\n|:--|:--|:--|\n| \u5951\u7d04\u306e\u6761\u4ef6 | \u76f8\u8ac7\u306b\u95a2\u4fc2\u3059\u308b\u9805\u76ee\uff08\u696d\u52d9\u306e\u5185\u5bb9\u3001\u5c31\u696d\u306e\u5834\u6240\u3068\u7d44\u7e54\u5358\u4f4d\u3001\u671f\u9593\u3001\u6642\u9593\u3001\u6642\u9593\u5916\u30fb\u4f11\u65e5\u306a\u3069\uff09\u3068\u3001\u305d\u306e\u8a18\u8f09 | \u500b\u5225\u5951\u7d04\u3001\u57fa\u672c\u5951\u7d04\u3001\u899a\u66f8 |\n| \u671f\u9593\u306e\u60c5\u5831 | \u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3001\u5ef6\u9577\u306e\u901a\u77e5\u306e\u6709\u7121 | \u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3001\u5ef6\u9577\u306e\u901a\u77e5 |\n| \u7d4c\u7def | \u904e\u53bb\u306b\u540c\u3058\u8a71\u304c\u51fa\u305f\u3068\u304d\u306e\u65e5\u4ed8\u3068\u8981\u65e8 | \u3084\u308a\u53d6\u308a\u306e\u8a18\u9332 |\n| \u78ba\u304b\u3081\u308b\u70b9 | \u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u70b9\u3001\u66f8\u985e\u3069\u3046\u3057\u3067\u98df\u3044\u9055\u3046\u70b9 | \u4e0a\u306e\u3059\u3079\u3066 |\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u6761\u4ef6\u3068\u7d4c\u7def\u306b\u51fa\u5178\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u66f8\u985e\u3067\u7b54\u3048\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u8cea\u554f\u3067\u306a\u3044\u5165\u529b\u3067\u56de\u7b54\u3092\u4f5c\u3089\u306a\u3044 |\n| `filter` | \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u66f8\u985e\u306e\u7a2e\u985e\u3001\u72b6\u614b | \u6d3e\u9063\u5148\u3054\u3068\u306b\u9589\u3058\u3001\u5951\u7d04\u66f8\u985e\u3068\u8a18\u9332\u3092\u5206\u3051\u3066\u5f15\u304f |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n**`ignoreNonAnswerSeekingQuery` \u3067\u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u306f\u3001`answerSkippedReasons` \u306b\u7406\u7531\u304c\u8fd4\u308a\u307e\u3059\u3002** \u753b\u9762\u306b\u306f\u300c\u56de\u7b54\u3092\u4f5c\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u51fa\u3057\u3001\u691c\u7d22\u306e\u7d50\u679c\u3060\u3051\u3092\u4e26\u3079\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u983c\u3081\u308b\u304b\u30fb\u5ef6\u9577\u3067\u304d\u308b\u304b\u306e\u7d50\u8ad6 | \u5951\u7d04\u306e\u6761\u4ef6\u306e\u307b\u304b\u3001\u672c\u4eba\u306e\u610f\u5411\u3068\u6cd5\u4ee4\u4e0a\u306e\u5236\u9650\u304c\u95a2\u308f\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u306e\u88dc\u3044 | \u300c\u4e00\u822c\u7684\u306b\u306f\u300d\u3067\u57cb\u3081\u308b\u3068\u3001\u5951\u7d04\u306e\u6761\u4ef6\u306b\u898b\u3048\u308b |\n| \u4ed6\u306e\u6d3e\u9063\u5148\u306e\u66f8\u985e\u3067\u306e\u4ee3\u7528 | \u696d\u52d9\u306e\u7bc4\u56f2\u30fb\u6642\u9593\u30fb\u5358\u4fa1\u304c\u6d3e\u9063\u5148\u3054\u3068\u306b\u9055\u3046 |\n| \u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3092\u5951\u7d04\u306e\u6761\u4ef6\u3068\u3057\u3066\u66f8\u304f\u3053\u3068 | \u53e3\u982d\u306e\u8a71\u306f\u3001\u500b\u5225\u5951\u7d04\u306b\u5165\u308b\u307e\u3067\u6761\u4ef6\u3067\u306f\u306a\u3044 |\n| \u62b5\u89e6\u65e5\u306e\u8a08\u7b97 | \u65e5\u4ed8\u306e\u8a08\u7b97\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u3001AI\u306b\u306f\u901a\u77e5\u306e\u8a18\u8f09\u3092\u5199\u3055\u305b\u308b |\n\n**2\u884c\u76ee\u30684\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u6b8b\u696d\u306f\u6708\u4f55\u6642\u9593\u307e\u3067\u304b\u300d\u3068\u805e\u304b\u308c\u3066\u500b\u5225\u5951\u7d04\u306b\u8a18\u8f09\u304c\u7121\u3044\u3068\u3001\u30e2\u30c7\u30eb\u306f\u30e1\u30fc\u30eb\u306b\u66f8\u304b\u308c\u305f\u300c\u670820\u6642\u9593\u307e\u3067\u300d\u3092\u6761\u4ef6\u3068\u3057\u3066\u7b54\u3048\u305f\u304c\u308a\u307e\u3059\u3002**\u305d\u308c\u306f\u7d4c\u7def\u3067\u3042\u3063\u3066\u3001\u5951\u7d04\u306e\u6761\u4ef6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u7d4c\u7def\u3068\u3057\u3066\u5206\u3051\u3066\u66f8\u304b\u305b\u3001\u500b\u5225\u5951\u7d04\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u78ba\u304b\u3081\u308b\u70b9\u306b\u51fa\u3055\u305b\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\uff081\u56de\u76ee\u306e\u5951\u7d04\u66f8\u985e\u306e\u547c\u3073\u51fa\u3057\u7528\uff09\u3002\n\n```\n\u3042\u306a\u305f\u306f\u4eba\u6750\u6d3e\u9063\u4f1a\u793e\u3067\u3001\u6d3e\u9063\u5148\u304b\u3089\u53d7\u3051\u305f\u76f8\u8ac7\u306b\u3064\u3044\u3066\u3001\n\u305d\u306e\u6d3e\u9063\u5148\u3068\u306e\u5951\u7d04\u66f8\u985e\u306b\u4f55\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u793a\u3059\u62c5\u5f53\u3067\u3059\u3002\n\u8aad\u3080\u306e\u306f\u3001\u6d3e\u9063\u5148\u3092\u62c5\u5f53\u3057\u3066\u3044\u308b\u55b6\u696d\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u756a\u53f7\uff08\u3042\u308c\u3070\uff09\u3001\n\u76f8\u8ac7\u306e\u7a2e\u985e\u3001\u76f8\u8ac7\u306e\u5185\u5bb9\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u305d\u306e\u6d3e\u9063\u5148\u3068\u306e\u5951\u7d04\u66f8\u985e\u3060\u3051\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u76f8\u8ac7\u306b\u95a2\u4fc2\u3059\u308b\u5951\u7d04\u306e\u9805\u76ee\u30921\u3064\u305a\u3064\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u9805\u76ee\u3054\u3068\u306b\u3001\u66f8\u985e\u306e\u540d\u524d\u3001\u5951\u7d04\u306e\u756a\u53f7\u3001\u8a18\u8f09\u3092\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u671f\u9593\u306b\u3064\u3044\u3066\u306e\u76f8\u8ac7\u306a\u3089\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3068\u3001\n   \u5ef6\u9577\u306e\u901a\u77e5\u304c\u3042\u308b\u304b\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u70b9\u3068\u3001\u66f8\u985e\u3069\u3046\u3057\u3067\u98df\u3044\u9055\u3046\u70b9\u3092\u3001\n   \u300c\u78ba\u304b\u3081\u308b\u70b9\u300d\u3068\u3057\u3066\u6700\u5f8c\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306e\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u6d3e\u9063\u306e\u6c7a\u307e\u308a\u3084\u3001\u4ed6\u306e\u6d3e\u9063\u5148\u306e\u4f8b\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u306b\u8a18\u8f09\u304c\u7121\u3044\u9805\u76ee\u306f\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u983c\u3081\u308b\u304b\u3001\u5ef6\u9577\u3067\u304d\u308b\u304b\u3001\u554f\u984c\u306a\u3044\u304b\u3001\u3068\u3044\u3063\u305f\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u72b6\u614b\u304c expired \u306e\u66f8\u985e\u306f\u3001\u300c\u671f\u9593\u6e80\u4e86\u306e\u5951\u7d04\u300d\u3068\u660e\u8a18\u3057\u3066\u5206\u3051\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u540c\u3058\u9805\u76ee\u306b\u3064\u3044\u3066\u66f8\u985e\u3069\u3046\u3057\u3067\u8a18\u8f09\u304c\u9055\u3046\u3068\u304d\u306f\u3001\u4e21\u65b9\u3092\u5199\u3057\u3001\n  \u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6d3e\u9063\u30b9\u30bf\u30c3\u30d5\u306e\u8a55\u4fa1\u3001\u5065\u5eb7\u3001\u79c1\u751f\u6d3b\u306b\u95a2\u308f\u308b\u5185\u5bb9\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n2\u56de\u76ee\u306e\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u306e\u547c\u3073\u51fa\u3057\u3067\u306f\u30011\u884c\u76ee\u306e\u5f79\u5272\u3092\u300c\u904e\u53bb\u306e\u3084\u308a\u53d6\u308a\u306e\u7d4c\u7def\u3092\u793a\u3059\u62c5\u5f53\u300d\u306b\u66ff\u3048\u3001\u7b54\u3048\u65b9\u3092\u300c\u65e5\u4ed8\u3001\u76f8\u624b\u3001\u8981\u65e8\u3092\u53e4\u3044\u9806\u306b\u66f8\u304f\u300d\u306b\u3057\u307e\u3059\u3002**\u53b3\u5b88\u4e8b\u9805\u306b\u3001\u6b21\u306e1\u884c\u3092\u8db3\u3057\u307e\u3059\u3002**\n\n```\n- \u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u306b\u66f8\u304b\u308c\u305f\u53d6\u308a\u6c7a\u3081\u3092\u3001\u5951\u7d04\u306e\u6761\u4ef6\u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u7d4c\u7def\u300d\u3068\u3057\u3066\u65e5\u4ed8\u4ed8\u304d\u3067\u66f8\u304d\u3001\u5951\u7d04\u66f8\u985e\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u300d\u3068\u300c\u65e5\u4ed8\u306e\u8a08\u7b97\u3092\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u3069\u3061\u3089\u3082\u3084\u308a\u307e\u3059\u3002** \u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3068\u6d3e\u9063\u958b\u59cb\u65e5\u304c\u3042\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306f\u6b8b\u308a\u306e\u671f\u9593\u3092\u8a08\u7b97\u3057\u3066\u300c\u3042\u30688\u304b\u6708\u7d9a\u3051\u3089\u308c\u307e\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u6d3e\u9063\u5148\u306e\u4e8b\u696d\u6240\u5358\u4f4d\u306e\u671f\u9593\u3068\u30b9\u30bf\u30c3\u30d5\u500b\u4eba\u306e\u7d44\u7e54\u5358\u4f4d\u306e\u671f\u9593\u3092\u53d6\u308a\u9055\u3048\u305f\u307e\u307e\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u3001** \u305d\u306e\u6570\u5b57\u304c\u6d3e\u9063\u5148\u306b\u305d\u306e\u307e\u307e\u4f1d\u308f\u308b\u3068\u53d6\u308a\u8fd4\u3057\u304c\u3064\u304d\u307e\u305b\u3093\u3002\u65e5\u4ed8\u306e\u4e26\u3079\u8868\u793a\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u3068\u306f\u5225\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u753b\u9762\u7528\u306b\u6b21\u306e\u5f62\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\n\n```json\n{\n  \"client_id\": \"C0123\",\n  \"staff_id\": \"S04567\",\n  \"inquiry_type\": \"scope | period | hours | other\",\n  \"contract_terms\": [\n    { \"item\": \"\u696d\u52d9\u306e\u5185\u5bb9\", \"text\": \"\", \"doc_name\": \"\", \"contract_no\": \"\",\n      \"page\": 0, \"status\": \"active | expired\", \"is_latest\": true }\n  ],\n  \"period_info\": {\n    \"conflict_date_notice\": \"\", \"extension_notice\": \"none | found\",\n    \"assignment_start\": \"\", \"org_unit\": \"\"\n  },\n  \"history\": [\n    { \"date\": \"\", \"counterpart\": \"\", \"summary\": \"\", \"source\": \"\" }\n  ],\n  \"to_confirm\": [\"\"],\n  \"answer_skipped\": false\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u5951\u7d04\u306e\u6761\u4ef6\u3068\u7d4c\u7def\u3092\u5225\u306e\u914d\u5217\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u3067\u3082\u5de6\u53f3\u306b\u5206\u3051\u3066\u8868\u793a\u3057\u3001**\u55b6\u696d\u304c\u7d4c\u7def\u3092\u5951\u7d04\u306e\u6761\u4ef6\u3068\u8aad\u307f\u9055\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`is_latest` \u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4ed8\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u691c\u7d22\u304c\u8fd4\u3057\u305f\u500b\u5225\u5951\u7d04\u306e\u5951\u7d04\u306e\u756a\u53f7\u3092\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u89a7\u3068\u7167\u3089\u3057\u3001**\u6700\u65b0\u3067\u306a\u3051\u308c\u3070\u753b\u9762\u3067\u7070\u8272\u306b\u3057\u3066\u300c\u3053\u306e\u5951\u7d04\u306f\u66f4\u65b0\u3055\u308c\u3066\u3044\u307e\u3059\u300d\u3068\u51fa\u3057\u307e\u3059\u3002** AI\u306e\u56de\u7b54\u306e\u4e2d\u8eab\u306b\u306f\u624b\u3092\u5165\u308c\u307e\u305b\u3093\u3002\n\n**3\u3064\u76ee\u306f\u3001`period_info` \u306b\u65e5\u4ed8\u3092\u4e26\u3079\u308b\u3060\u3051\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002** \u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306e\u65e5\u4ed8\u306f AI\u304c\u66f8\u985e\u304b\u3089\u5199\u3057\u3001\u6d3e\u9063\u958b\u59cb\u65e5\u3068\u7d44\u7e54\u5358\u4f4d\u306f\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u5165\u308c\u307e\u3059\u3002**\u6b8b\u308a\u306e\u671f\u9593\u306f\u8868\u793a\u3057\u307e\u305b\u3093\u3002** \u671f\u9593\u306e\u76f8\u8ac7\u306f\u3001\u3053\u306e3\u3064\u3092\u898b\u305f\u3046\u3048\u3067\u7ba1\u7406\u90e8\u9580\u3068\u78ba\u304b\u3081\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u76f8\u8ac7\u306e\u753b\u9762 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u753b\u9762 | \u6d3e\u9063\u5148\u30fb\u30b9\u30bf\u30c3\u30d5\u306e\u9078\u629e\u3001\u76f8\u8ac7\u306e\u5165\u529b\u3001\u7d50\u679c\u306e\u8868\u793a |\n| \u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\uff08CSV\u306e\u51fa\u529b\u304b API\uff09 | \u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u3001\u6709\u52b9\u306a\u500b\u5225\u5951\u7d04\u306e\u4e00\u89a7 |\n| \u5171\u6709\u30c9\u30e9\u30a4\u30d6 | \u6bce\u6669\u306e\u5199\u3057 | \u5951\u7d04\u66f8\u985e\u306e PDF \u3092 Cloud Storage \u3078 |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u5951\u7d04\u66f8\u985e\u3068\u8a18\u9332\u306e\u691c\u7d22\u3001\u51fa\u5178\u4ed8\u304d\u306e\u56de\u7b54 |\n| \u793e\u5185\u306e ID \u57fa\u76e4 | Workforce Identity Federation | \u55b6\u696d\u306e ID \u3067\u691c\u7d22\u3057\u3001\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u52b9\u304b\u305b\u308b |\n\n**\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u56de\u7b54\u306e\u6839\u62e0\u307e\u3067\u3067\u3001**\u5951\u7d04\u306e\u6761\u4ef6\u3092\u5909\u3048\u308b\u306e\u306f\u3001\u6d3e\u9063\u5148\u3068\u5408\u610f\u3057\u3066\u500b\u5225\u5951\u7d04\u3092\u7d50\u3073\u76f4\u3059\u624b\u7d9a\u304d\u3067\u3059\u3002** \u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u5951\u7d04\u306e\u767b\u9332\u3092\u76f4\u3059\u7d4c\u8def\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n**\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b API \u304c\u7121\u3044\u3068\u304d\u306f\u3001\u6bce\u6669\u306e CSV \u306e\u51fa\u529b\u3067\u8db3\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u55b6\u696d\u306f\u3001\u8fd4\u3063\u3066\u304d\u305f\u7d50\u679c\u3060\u3051\u3067\u6d3e\u9063\u5148\u306b\u7b54\u3048\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n1. **`is_latest` \u3092\u898b\u308b** \u2026 \u7070\u8272\u306e\u500b\u5225\u5951\u7d04\u304c\u6839\u62e0\u306b\u306a\u3063\u3066\u3044\u308c\u3070\u3001\u6700\u65b0\u306e\u5951\u7d04\u3067\u691c\u7d22\u3057\u76f4\u3057\u307e\u3059\n2. **\u6839\u62e0\u306e\u7b87\u6240\u3092\u958b\u304f** \u2026 \u5951\u7d04\u306e\u6761\u4ef6\u306e\u5404\u884c\u306e\u30ea\u30f3\u30af\u304b\u3089 PDF \u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3092\u958b\u304d\u3001\u8a18\u8f09\u3092\u8aad\u307f\u307e\u3059\n3. **\u78ba\u304b\u3081\u308b\u70b9\u3092\u8aad\u3080** \u2026 \u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u300c\u98df\u3044\u9055\u3044\u300d\u304c\u3042\u308c\u3070\u3001\u7ba1\u7406\u90e8\u9580\u306b\u56de\u3057\u307e\u3059\n4. **\u671f\u9593\u30fb\u696d\u52d9\u306e\u7bc4\u56f2\u306e\u5909\u66f4\u306f\u3001\u7ba1\u7406\u90e8\u9580\u306b\u56de\u3059** \u2026 \u5ef6\u9577\u3084\u696d\u52d9\u306e\u8ffd\u52a0\u306f\u3001\u5951\u7d04\u306e\u5909\u66f4\u306b\u306a\u308a\u307e\u3059\n5. **\u56de\u7b54\u306e\u5185\u5bb9\u3092\u8a18\u9332\u306b\u6b8b\u3059** \u2026 \u4f55\u3092\u6839\u62e0\u306b\u4f55\u3068\u7b54\u3048\u305f\u304b\u3092\u3001\u8a2a\u554f\u8a18\u9332\u306b\u66f8\u304d\u307e\u3059\n\n**4\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u696d\u52d9\u306e\u5185\u5bb9\u306b\u5165\u3063\u3066\u3044\u306a\u3044\u696d\u52d9\u3092\u983c\u307f\u305f\u3044\u3068\u3044\u3046\u76f8\u8ac7\u306f\u3001**\u500b\u5225\u5951\u7d04\u306e\u5909\u66f4\u304c\u8981\u308b\u8a71\u3067\u3059\u3002** \u55b6\u696d\u304c\u305d\u306e\u5834\u3067\u300c\u5927\u4e08\u592b\u3067\u3059\u300d\u3068\u7b54\u3048\u308b\u3068\u3001\u30b9\u30bf\u30c3\u30d5\u306f\u5951\u7d04\u306b\u7121\u3044\u696d\u52d9\u306b\u5c31\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u3001\u76f8\u8ac71\u4ef6\u30925\u5206\u3067\u6839\u62e0\u307e\u3067\u78ba\u304b\u3081\u308b\u3053\u3068\u3067\u3059\u3002** \u305d\u308c\u3092\u8d85\u3048\u308b\u76f8\u8ac7\u306f\u3001\u305f\u3044\u3066\u3044\u78ba\u304b\u3081\u308b\u70b9\u306b\u300c\u8a18\u8f09\u306a\u3057\u300d\u304c\u51fa\u3066\u3044\u3066\u3001\u7ba1\u7406\u90e8\u9580\u306e\u5224\u65ad\u3092\u5f85\u3064\u3082\u306e\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u95a2\u4fc2\u3059\u308b\u66f8\u985e\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u56de\u7b54\u3092\u4f5c\u3089\u305a\u300c\u8a72\u5f53\u3059\u308b\u66f8\u985e\u306a\u3057\u300d\u3068\u51fa\u3059\u3002**\u30d5\u30a9\u30eb\u30c0\u306b\u66f8\u985e\u304c\u7121\u3044\u306e\u304b\u3001\u53d6\u308a\u8fbc\u3081\u3066\u3044\u306a\u3044\u306e\u304b\u3092\u7ba1\u7406\u90e8\u9580\u304c\u78ba\u304b\u3081\u308b** |\n| \u8fd4\u3063\u305f\u500b\u5225\u5951\u7d04\u304c\u6700\u65b0\u3067\u306a\u3044 | `is_latest` \u304c false\u3002\u6700\u65b0\u306e\u5951\u7d04\u306e\u756a\u53f7\u3067\u691c\u7d22\u3057\u76f4\u3059 |\n| \u66f8\u985e\u3069\u3046\u3057\u3067\u8a18\u8f09\u304c\u98df\u3044\u9055\u3046 | \u4e21\u65b9\u3092\u51fa\u3057\u3001\u78ba\u304b\u3081\u308b\u70b9\u306b\u8f09\u305b\u308b\u3002**\u3069\u3061\u3089\u304c\u512a\u5148\u304b\u306f\u7ba1\u7406\u90e8\u9580\u304c\u6c7a\u3081\u308b** |\n| \u30b9\u30ad\u30e3\u30f3\u304c\u7c97\u304f\u6587\u5b57\u304c\u53d6\u308c\u306a\u3044 | \u53d6\u308a\u8fbc\u307f\u6642\u306b\u4e00\u89a7\u306b\u51fa\u3057\u3001\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059 |\n| \u62b5\u89e6\u65e5\u306e\u901a\u77e5\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | \u671f\u9593\u306e\u76f8\u8ac7\u3067\u306f\u300c\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306a\u3057\u300d\u3068\u51fa\u3059\u3002**\u6d3e\u9063\u5148\u306b\u901a\u77e5\u3092\u6c42\u3081\u308b\u5fc5\u8981\u304c\u306a\u3044\u304b\u3001\u7ba1\u7406\u90e8\u9580\u304c\u78ba\u304b\u3081\u308b** |\n| \u30b9\u30bf\u30c3\u30d5\u306e\u90e8\u7f72\u304c\u5909\u308f\u3063\u3066\u3044\u308b | \u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u7d44\u7e54\u5358\u4f4d\u3068\u500b\u5225\u5951\u7d04\u306e\u7d44\u7e54\u5358\u4f4d\u304c\u9055\u3048\u3070\u3001\u78ba\u304b\u3081\u308b\u70b9\u306b\u8f09\u305b\u308b |\n| \u76f8\u8ac7\u304c\u5951\u7d04\u306e\u8a71\u3067\u306a\u3044 | `answerSkippedReasons` \u304c\u8fd4\u308b\u3002\u753b\u9762\u3067\u76f8\u8ac7\u306e\u5185\u5bb9\u3092\u66f8\u304d\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u753b\u9762\u306b\u5931\u6557\u3068\u51fa\u3057\u3001\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u306e\u30ea\u30f3\u30af\u3092\u51fa\u3059 |\n\n**\u4e0a\u304b\u30891\u884c\u76ee\u30685\u884c\u76ee\u306f\u3001AI\u306e\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u66f8\u985e\u304c\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u306a\u3044\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3092\u6d3e\u9063\u5148\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u306b\u3069\u3053\u306b\u3082\u4fdd\u5b58\u3057\u3066\u3044\u306a\u3044\u3001\u3068\u3044\u3046**\u66f8\u985e\u306e\u7ba1\u7406\u306e\u554f\u984c\u304c\u3001\u691c\u7d22\u3067\u898b\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3060\u3051\u3067\u3059\u3002** \u4ef6\u6570\u3092\u6570\u3048\u3066\u3001\u7ba1\u7406\u90e8\u9580\u3067\u66f8\u985e\u3092\u305d\u308d\u3048\u308b\u6750\u6599\u306b\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u76f8\u8ac7\u306e\u5185\u5bb9\u3001\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u756a\u53f7\u3001\u76f8\u8ac7\u306e\u7a2e\u985e\u3001\u65e5\u6642\u3001\u55b6\u696d\u306e ID\n- answer \u30e1\u30bd\u30c3\u30c9\u3078\u306e\u8981\u6c42\u3068\u3001\u8fd4\u3063\u3066\u304d\u305f\u56de\u7b54\u306e\u5168\u6587\uff08`answerText`\u3001`citations`\u3001`references`\uff09\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4ed8\u3051\u305f `is_latest` \u3068\u3001\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5951\u7d04\u306e\u4e00\u89a7\n- \u55b6\u696d\u304c\u6d3e\u9063\u5148\u306b\u7b54\u3048\u305f\u5185\u5bb9\u3068\u3001\u7ba1\u7406\u90e8\u9580\u306b\u56de\u3057\u305f\u304b\u3069\u3046\u304b\n- \u300c\u8a72\u5f53\u3059\u308b\u66f8\u985e\u306a\u3057\u300d\u300c\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u306a\u3057\u300d\u306b\u306a\u3063\u305f\u6d3e\u9063\u5148\u306e\u4e00\u89a7\n\n**3\u3064\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u5951\u7d04\u306e\u4e00\u89a7\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u5951\u7d04\u304c\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u534a\u5e74\u5f8c\u306b\u300c\u3042\u306e\u3068\u304d\u4f55\u3092\u6839\u62e0\u306b\u7b54\u3048\u305f\u306e\u304b\u300d\u3092\u805e\u304b\u308c\u305f\u3068\u304d\u3001**\u5f53\u6642\u6709\u52b9\u3060\u3063\u305f\u500b\u5225\u5951\u7d04\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u56de\u7b54\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u66f8\u985e\u306e\u6574\u5099\u306e\u9806\u756a\u3092\u6c7a\u3081\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002**","minimal_setup":"1. \u76f8\u8ac7\u306e\u591a\u3044\u6d3e\u9063\u5148\u30923\u793e\u9078\u3076\n2. \u305d\u306e3\u793e\u306e\u5951\u7d04\u66f8\u985e\uff08\u57fa\u672c\u5951\u7d04\u3001\u6700\u65b0\u306e\u500b\u5225\u5951\u7d04\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3001\u899a\u66f8\uff09\u3092 PDF \u3067\u305d\u308d\u3048\u308b\n3. \u624b\u5143\u306e AI \u30b5\u30fc\u30d3\u30b9\u3067\u3001\u6d3e\u9063\u51481\u793e\u305a\u3064\u3001\u66f8\u985e\u3092\u6dfb\u4ed8\u3057\u3066\u4f1a\u8a71\u3092\u59cb\u3081\u308b\n4. \u5148\u6708\u5b9f\u969b\u306b\u53d7\u3051\u305f\u76f8\u8ac7\u3092\u30011\u4ef6\u305a\u3064\u305d\u306e\u307e\u307e\u5165\u529b\u3057\u3001\u300c\u3053\u306e\u66f8\u985e\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u3001\u95a2\u4fc2\u3059\u308b\u6761\u4ef6\u3092\u66f8\u985e\u540d\u3068\u7b87\u6240\u4ed8\u304d\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u8a18\u8f09\u306a\u3057\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u983c\u3081\u308b\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u7d50\u679c\u3092\u3001\u5f53\u6642\u306e\u55b6\u696d\u306e\u56de\u7b54\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**\u6d3e\u9063\u5148\u30921\u793e\u305a\u3064\u306b\u5206\u3051\u308b\u306e\u304c\u5927\u4e8b\u3067\u3059\u3002** 3\u793e\u306e\u66f8\u985e\u30921\u3064\u306e\u4f1a\u8a71\u306b\u5165\u308c\u308b\u3068\u3001**\u4ed6\u793e\u306e\u6761\u4ef6\u3067\u7b54\u3048\u308b\u5931\u6557\u304c\u3059\u3050\u306b\u8d77\u304d\u3001** \u672c\u683c\u69cb\u6210\u3067\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u306e\u7d5e\u308a\u8fbc\u307f\u304c\u8981\u308b\u7406\u7531\u304c\u3088\u304f\u5206\u304b\u308a\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u56de\u7b54\u3068\u540c\u3058\u6761\u4ef6\u3092\u3001\u6839\u62e0\u4ed8\u304d\u3067\u8fd4\u3057\u305f | **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3068\u7d5e\u308a\u8fbc\u307f\u306e\u8a2d\u8a08\u306b\u9032\u3080** |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u3092\u4e00\u822c\u8ad6\u3067\u57cb\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u6700\u65b0\u3067\u306a\u3044\u500b\u5225\u5951\u7d04\u306e\u6761\u4ef6\u3092\u8fd4\u3057\u305f | **\u5951\u7d04\u306e\u756a\u53f7\u3068\u72b6\u614b\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304c\u8981\u308b\u3002** \u672c\u683c\u69cb\u6210\u3067\u7167\u5408\u3059\u308b |\n| \u5f53\u6642\u306e\u56de\u7b54\u304c\u66f8\u985e\u3068\u98df\u3044\u9055\u3063\u3066\u3044\u305f | **\u4eca\u306e\u904b\u7528\u306e\u554f\u984c\u304c\u898b\u3064\u304b\u3063\u305f\u3002** \u7ba1\u7406\u90e8\u9580\u3068\u78ba\u304b\u3081\u308b |","minimal_setup_short":"\u6d3e\u9063\u51481\u793e\u305a\u3064\u66f8\u985e\u3092\u624b\u5143\u306e AI \u30b5\u30fc\u30d3\u30b9\u306b\u6dfb\u4ed8\u3057\u3001\u76f8\u8ac7\u3092\u5165\u529b\u3059\u308b \uff0f 1\u793e\u5206\u306e\u66f8\u985e\u306e\u4e2d\u306e\u691c\u7d22","semi_auto_setup":"\u4e0a\u8a18\uff0b\u5951\u7d04\u66f8\u985e\u3092 Agent Search \u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u3001\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3067\u7d5e\u3063\u3066\u691c\u7d22\u3059\u308b \uff0f \u6d3e\u9063\u5148\u3092\u9078\u3076\u3060\u3051\u3067\u3001\u305d\u306e\u6d3e\u9063\u5148\u306e\u66f8\u985e\u3092\u691c\u7d22","full_setup":"\u4e0a\u8a18\uff0b\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u306e\u53d6\u308a\u8fbc\u307f\u3001\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7248\u306e\u7167\u5408\u3001\u95b2\u89a7\u306e\u7bc4\u56f2\u3001\u6bce\u6669\u306e\u53d6\u308a\u8fbc\u307f \uff0f \u76f8\u8ac7\u304b\u3089\u6839\u62e0\u3068\u7d4c\u7def\u306e\u63d0\u793a\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001\u66f8\u985e\u3092\u6bce\u56de\u6dfb\u4ed8\u3057\u76f4\u3059\u306e\u3067\u3001160\u793e\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef615\u5206\u304c8\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u985e\u3092\u63a2\u3059\u6642\u9593\u306f\u6d88\u3048\u307e\u3059\u304c\u3001\u904e\u53bb\u306e\u3084\u308a\u53d6\u308a\u3092\u63a2\u3059\u6642\u9593\u3068\u3001\u6700\u65b0\u306e\u5951\u7d04\u304b\u3092\u78ba\u304b\u3081\u308b\u6642\u9593\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30675\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u51fa\u308b\u306e\u306f\u3001**\u7d4c\u7def\u306e\u691c\u7d22\u3068\u7248\u306e\u7167\u5408\u304c\u3001\u534a\u81ea\u52d5\u5316\u3067\u306f\u307e\u3060\u624b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30671\u304b\u6708\u4f7f\u3046\u3068\u3001\u300c\u8a72\u5f53\u3059\u308b\u66f8\u985e\u306a\u3057\u300d\u306b\u306a\u308b\u6d3e\u9063\u5148\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u8a18\u9332\u306e\u53d6\u308a\u8fbc\u307f\u306b\u9032\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u4ed6\u306e\u6d3e\u9063\u5148\u306e\u6761\u4ef6\u3067\u7b54\u3048\u308b | **\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u5fc5\u305a\u5165\u308c\u308b\u3002** \u753b\u9762\u3067\u6d3e\u9063\u5148\u3092\u9078\u3070\u306a\u3044\u3068\u9001\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b |\n| \u53e4\u3044\u500b\u5225\u5951\u7d04\u306e\u6761\u4ef6\u3092\u8fd4\u3059 | \u5951\u7d04\u306e\u756a\u53f7\u3068\u72b6\u614b\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u6301\u3061\u3001**\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u89a7\u3068\u7167\u5408\u3059\u308b** |\n| \u30e1\u30fc\u30eb\u306e\u53d6\u308a\u6c7a\u3081\u3092\u5951\u7d04\u306e\u6761\u4ef6\u3068\u3057\u3066\u8fd4\u3059 | \u5951\u7d04\u66f8\u985e\u3068\u8a18\u9332\u3092\u5225\u306e\u547c\u3073\u51fa\u3057\u306b\u3057\u3001**\u8a18\u9332\u306f\u7d4c\u7def\u3068\u3057\u3066\u5206\u3051\u3066\u8868\u793a\u3059\u308b** |\n| \u6b8b\u308a\u306e\u671f\u9593\u3092\u8a08\u7b97\u3057\u3066\u66f8\u304f | \u65e5\u4ed8\u306e\u8a08\u7b97\u3092\u7981\u3058\u3001**\u65e5\u4ed8\u306e\u4e26\u3079\u8868\u793a\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3046** |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u6761\u4ef6\u3092\u4e00\u822c\u8ad6\u3067\u57cb\u3081\u308b | \u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u66f8\u304b\u305b\u3001\u78ba\u304b\u3081\u308b\u70b9\u306b\u51fa\u3055\u305b\u308b |\n| \u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u5f8c\u304b\u3089\u8db3\u305b\u306a\u3044 | **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u6709\u52b9\u306b\u3059\u308b\u3002** \u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u306f\u5207\u308a\u66ff\u3048\u3089\u308c\u306a\u3044 |\n| \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6a29\u9650\u3067\u691c\u7d22\u3059\u308b | \u55b6\u696d\u306e ID \u3067\u691c\u7d22\u3057\u3001\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u52b9\u304b\u305b\u308b |\n| \u30b9\u30ad\u30e3\u30f3\u3057\u305f\u5951\u7d04\u66f8\u306e\u6587\u5b57\u304c\u53d6\u308c\u306a\u3044 | \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u3001\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3044\u3082\u306e\u306f\u30b9\u30ad\u30e3\u30f3\u3057\u76f4\u3059 |\n| \u8a2a\u554f\u8a18\u9332\u306b\u30b9\u30bf\u30c3\u30d5\u306e\u8a55\u4fa1\u304c\u6df7\u3056\u308b | **\u53d6\u308a\u8fbc\u3080\u8a18\u9332\u3092\u3001\u5951\u7d04\u306e\u7d4c\u7def\u306b\u95a2\u308f\u308b\u3082\u306e\u306b\u9650\u308b** |\n| \u55b6\u696d\u304c\u8981\u70b9\u3060\u3051\u8aad\u3093\u3067\u7b54\u3048\u308b | \u6839\u62e0\u306e\u7b87\u6240\u3092\u958b\u304f\u624b\u9806\u3092\u6c7a\u3081\u3001**\u56de\u7b54\u306e\u6839\u62e0\u3092\u8a18\u9332\u306b\u6b8b\u3055\u305b\u308b** |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u66f8\u985e\u3068\u3057\u3066\u306f\u6b63\u3057\u3044\u304c\u3001\u3053\u306e\u76f8\u8ac7\u306e\u6839\u62e0\u3067\u306f\u306a\u3044\u300d\u66f8\u985e\u304c\u8fd4\u308b\u5931\u6557\u3067\u3059\u3002**\u6d3e\u9063\u5148\u3068\u7248\u306e2\u3064\u3067\u7bc4\u56f2\u3092\u7d5e\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u6d3e\u9063\u5148\u3068\u306e\u5951\u7d04\u66f8\u985e\uff08\u696d\u52d9\u306e\u5185\u5bb9\u3001\u5c31\u696d\u306e\u5834\u6240\u3001\u671f\u9593\u3001\u6642\u9593\u3001\u6d3e\u9063\u6599\u91d1\uff09\u3001\u6d3e\u9063\u30b9\u30bf\u30c3\u30d5\u306e\u6c0f\u540d\u3068\u914d\u5c5e\u3001\u6d3e\u9063\u5148\u3068\u306e\u3084\u308a\u53d6\u308a\u3067\u3059\u3002\n\n1. **\u6d3e\u9063\u5148\u3054\u3068\u306b\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u9589\u3058\u308b** \u2026 \u6d3e\u9063\u6599\u91d1\u3068\u6761\u4ef6\u306f\u6d3e\u9063\u5148\u3054\u3068\u306e\u53d6\u5f15\u306e\u60c5\u5831\u3067\u3059\u3002**\u62c5\u5f53\u306e\u55b6\u696d\u30c1\u30fc\u30e0\u3068\u7ba1\u7406\u90e8\u9580\u306e\u5916\u306b\u51fa\u3055\u306a\u3044**\u3088\u3046\u3001`acl_info` \u3067\u95b2\u89a7\u306e\u7bc4\u56f2\u3092\u4ed8\u3051\u307e\u3059\n2. **\u30b9\u30bf\u30c3\u30d5\u500b\u4eba\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u5165\u308c\u306a\u3044** \u2026 \u8a55\u4fa1\u3001\u5065\u5eb7\u3001\u79c1\u751f\u6d3b\u306b\u95a2\u308f\u308b\u5185\u5bb9\u306f\u3001\u8a2a\u554f\u8a18\u9332\u306b\u66f8\u304b\u308c\u3066\u3044\u3066\u3082\u53d6\u308a\u8fbc\u307f\u307e\u305b\u3093\u3002**\u5951\u7d04\u306e\u7d4c\u7def\u306b\u95a2\u308f\u308b\u8a71\u3060\u3051\u3092\u5199\u3057\u307e\u3059**\n3. **\u3053\u306e\u69cb\u6210\u306f\u53ef\u5426\u3092\u5224\u65ad\u3057\u306a\u3044** \u2026 \u696d\u52d9\u306e\u8ffd\u52a0\u3084\u671f\u9593\u306e\u5ef6\u9577\u304c\u3067\u304d\u308b\u304b\u306f\u3001**\u5951\u7d04\u306e\u6761\u4ef6\u3001\u672c\u4eba\u306e\u610f\u5411\u3001\u6cd5\u4ee4\u4e0a\u306e\u671f\u9593\u306e\u5236\u9650\u3092\u5408\u308f\u305b\u3066\u3001\u55b6\u696d\u3068\u7ba1\u7406\u90e8\u9580\u304c\u5224\u65ad\u3057\u307e\u3059\u3002** \u52b4\u50cd\u8005\u6d3e\u9063\u6cd5\u3067\u306f\u3001\u6d3e\u9063\u5148\u306e\u4e8b\u696d\u6240\u5358\u4f4d\u306e\u6d3e\u9063\u53ef\u80fd\u671f\u9593\u306f3\u5e74\u3068\u3055\u308c\u3001\u5ef6\u9577\u306b\u306f\u904e\u534a\u6570\u52b4\u50cd\u7d44\u5408\u7b49\u306e\u610f\u898b\u306e\u8074\u53d6\u304c\u8981\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u65e5\u4ed8\u3068\u8a18\u8f09\u3060\u3051\u3067\u3059**\n4. **\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3092\u3001\u691c\u7d22\u306e\u7d50\u679c\u3060\u3051\u3067\u6271\u308f\u306a\u3044** \u2026 \u65b0\u305f\u306a\u6d3e\u9063\u5951\u7d04\u3092\u7d50\u3076\u3068\u304d\u3001\u6d3e\u9063\u5148\u306f\u62b5\u89e6\u65e5\u3092\u6d3e\u9063\u5143\u306b\u901a\u77e5\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u305a\u3001\u901a\u77e5\u304c\u7121\u3044\u3068\u304d\u306f\u6d3e\u9063\u5143\u306f\u5951\u7d04\u3092\u7d50\u3093\u3067\u306f\u306a\u3089\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u691c\u7d22\u3067\u300c\u901a\u77e5\u306a\u3057\u300d\u3068\u51fa\u305f\u3089\u3001\u66f8\u985e\u306e\u4fdd\u5b58\u6f0f\u308c\u304b\u3001\u672c\u5f53\u306b\u53d7\u3051\u53d6\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u7ba1\u7406\u90e8\u9580\u304c\u78ba\u304b\u3081\u307e\u3059**\n5. **\u56de\u7b54\u306e\u6839\u62e0\u3092\u6b8b\u3059** \u2026 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\u524d\u8005\u306f\u7d5e\u308a\u8fbc\u307f\u3068\u7248\u306e\u7167\u5408\u3067\u3001\u5f8c\u8005\u306f\u65e5\u4ed8\u306e\u8a08\u7b97\u3092AI\u306b\u3055\u305b\u306a\u3044\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001AI\u306e\u56de\u7b54\u306e\u6b63\u3057\u3055\u3067\u306f\u306a\u304f\u3001\u4f55\u3092\u691c\u7d22\u306e\u7bc4\u56f2\u306b\u5165\u308c\u308b\u304b\u306e\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u6d3e\u9063\u5148\u304c100\u793e\u3092\u8d85\u3048\u30011\u4eba\u306e\u55b6\u696d\u304c\u6570\u5341\u793e\u3092\u53d7\u3051\u6301\u3063\u3066\u3044\u308b\u4eba\u6750\u6d3e\u9063\u4f1a\u793e\u3002\u6d3e\u9063\u5148\u304b\u3089\u300c\u3053\u306e\u696d\u52d9\u3082\u983c\u3081\u308b\u304b\u300d\u300c\u5ef6\u9577\u3067\u304d\u308b\u304b\u300d\u300c\u6b8b\u696d\u306f\u3069\u3053\u307e\u3067\u304b\u300d\u3068\u3044\u3063\u305f\u76f8\u8ac7\u304c\u96fb\u8a71\u3084\u30e1\u30fc\u30eb\u3067\u65e5\u5e38\u7684\u306b\u5c4a\u304d\u3001\u305d\u306e\u305f\u3073\u306b\u5951\u7d04\u66f8\u306e\u30d5\u30a9\u30eb\u30c0\u3068\u904e\u53bb\u306e\u30e1\u30fc\u30eb\u3092\u63a2\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u62c5\u5f53\u66ff\u3048\u3084\u9000\u8077\u3067\u3001\u6d3e\u9063\u5148\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306e\u7d4c\u7def\u304c\u524d\u4efb\u8005\u306e\u30e1\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306b\u6b8b\u3063\u305f\u307e\u307e\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u5951\u7d04\u66f8\u985e\u304cPDF\u3067\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u6d3e\u9063\u5148\u304c\u6570\u793e\u306b\u9650\u3089\u308c\u3001\u5951\u7d04\u306e\u6761\u4ef6\u3092\u55b6\u696d\u304c\u899a\u3048\u3066\u3044\u3089\u308c\u308b\u5834\u5408\u3002\u5951\u7d04\u66f8\u985e\u304c\u7d19\u306e\u307e\u307e\u3067\u3001\u96fb\u5b50\u5316\u306e\u4e88\u5b9a\u304c\u7121\u3044\u5834\u5408\uff08\u8aad\u307f\u8fbc\u3080\u66f8\u985e\u304c\u7121\u3044\u3068\u3001\u691c\u7d22\u306e\u5bfe\u8c61\u304c\u3042\u308a\u307e\u305b\u3093\uff09\u3002\u6d3e\u9063\u306e\u53ef\u5426\u3084\u9055\u6cd5\u6027\u306e\u5224\u65ad\u305d\u306e\u3082\u306e\u3092AI\u306b\u4efb\u305b\u305f\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306f\u5951\u7d04\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u6761\u4ef6\u3092\u6839\u62e0\u4ed8\u304d\u3067\u793a\u3059\u3060\u3051\u3067\u3001\u53ef\u5426\u306e\u5224\u65ad\u306f\u55b6\u696d\u3068\u7ba1\u7406\u90e8\u9580\u304c\u884c\u3044\u307e\u3059\uff09\u3002","first_step":"**1\u9031\u76ee\uff1a\u76f8\u8ac7\u306e\u591a\u3044\u6d3e\u9063\u51483\u793e\u306e\u66f8\u985e\u3092\u305d\u308d\u3048\u308b**\n\n\u76f8\u8ac7\u306e\u591a\u3044\u6d3e\u9063\u5148\u30923\u793e\u9078\u3073\u3001\u57fa\u672c\u5951\u7d04\u3001\u6700\u65b0\u306e\u500b\u5225\u5951\u7d04\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u3001\u899a\u66f8\u3092 PDF \u3067\u305d\u308d\u3048\u307e\u3059\u3002**\u3053\u306e\u3068\u304d\u3001\u6700\u65b0\u306e\u500b\u5225\u5951\u7d04\u304c\u3069\u308c\u304b\u3092\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u7167\u3089\u3057\u3066\u78ba\u304b\u3081\u307e\u3059\u3002** \u3053\u3053\u3067\u8ff7\u3046\u306a\u3089\u3001\u672c\u683c\u69cb\u6210\u3067\u3082\u540c\u3058\u3068\u3053\u308d\u3067\u8ff7\u3044\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a\u5148\u6708\u306e\u76f8\u8ac7\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u76f8\u8ac7\u309220\u4ef6\u9078\u3073\u3001\u6d3e\u9063\u51481\u793e\u305a\u3064\u624b\u5143\u306e AI \u30b5\u30fc\u30d3\u30b9\u306b\u66f8\u985e\u3092\u6dfb\u4ed8\u3057\u3066\u8a66\u3057\u307e\u3059\u3002**\u5f53\u6642\u306e\u56de\u7b54\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u4e00\u822c\u8ad6\u3067\u57cb\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u53e4\u3044\u5951\u7d04\u306e\u6761\u4ef6\u3092\u8fd4\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u30d5\u30a1\u30a4\u30eb\u306b\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u3068\u66f8\u985e\u306e\u7a2e\u985e\u3092\u4ed8\u3051\u308b**\n\n160\u793e\u5206\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u3064\u3044\u3066\u3001**\u30d5\u30a1\u30a4\u30eb\u306b\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u30fb\u66f8\u985e\u306e\u7a2e\u985e\u30fb\u5951\u7d04\u306e\u756a\u53f7\u3092\u4ed8\u3051\u308b\u898f\u5247\u3092\u6c7a\u3081\u307e\u3059\u3002** \u76f8\u8ac7\u306e\u591a\u3044\u4e0a\u4f4d40\u793e\u304b\u3089\u4ed8\u3051\u3066\u3044\u304d\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u62b5\u89e6\u65e5\u306e\u901a\u77e5\u304c\u4fdd\u5b58\u3055\u308c\u3066\u3044\u306a\u3044\u6d3e\u9063\u5148\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u3066\u534a\u81ea\u52d5\u5316\u3092\u59cb\u3081\u308b**\n\n\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u6709\u52b9\u306b\u3057\u305f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u4e0a\u4f4d40\u793e\u306e\u5951\u7d04\u66f8\u985e\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u306f\u5165\u308c\u305a\u3001\u5951\u7d04\u66f8\u985e\u3060\u3051\u3067\u6d3e\u9063\u5148\u30b3\u30fc\u30c9\u306e\u7d5e\u308a\u8fbc\u307f\u304c\u52b9\u304f\u304b\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u6b8b\u308a\u306e\u6d3e\u9063\u5148\u306e\u66f8\u985e\u3092\u53d6\u308a\u8fbc\u307f\u3001\u6d3e\u9063\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7248\u306e\u7167\u5408\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u55b6\u696d\u304c\u5370\u3092\u4ed8\u3051\u305f\u3084\u308a\u53d6\u308a\u306e\u8a18\u9332\u3092\u53d6\u308a\u8fbc\u307f\u30011\u4ef615\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u300c\u8a72\u5f53\u3059\u308b\u66f8\u985e\u306a\u3057\u300d\u306e\u6d3e\u9063\u5148\u304c\u306a\u304f\u306a\u308a\u3001\u76f8\u8ac7\u306e\u6839\u62e0\u304c\u8a18\u9332\u306b\u6b8b\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0426","UC-0085","UC-0432","UC-0518"],"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":7351,"slug":"eigyo-ai-katsuyo-bamen","title":"\u55b6\u696d\u3067AI\u3092\u4f7f\u30465\u3064\u306e\u5834\u9762\uff5c\u4efb\u305b\u65b9\u3067\u6210\u679c\u304c\u5909\u308f\u308b"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u304c\u691c\u7d22\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001`includeCitations` \u3067\u51fa\u5178\u3092\u4ed8\u3051\u3089\u308c\u308b\u3053\u3068\u3002\u5fdc\u7b54\u304c `answerText`\u3001`citations`\u3001`references`\u3001`steps` \u3092\u542b\u3080\u3053\u3068\u3002`ignoreAdversarialQuery`\u3001`ignoreNonAnswerSeekingQuery` \u3067\u56de\u7b54\u3092\u4f5c\u3089\u306a\u304b\u3063\u305f\u3068\u304d\u306b `answerSkippedReasons` \u304c\u8fd4\u308b\u3053\u3068\u3002`ignoreLowRelevantContent`\u3001`filter`\u3001`preamble` \u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068 | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-07 |\n| \u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u7d5e\u308a\u8fbc\u3080\u5f0f\u306b `ANY()` \u3068 AND\uff0fOR \u304c\u4f7f\u3048\u308b\u3053\u3068\u3002\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u3092\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [Google Cloud: Filter by metadata](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-07 |\n| \u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092 `acl_info` \u306e `readers` \u3068 `principals`\uff08`group_id`\uff0f`user_id`\uff09\u3067\u4ed8\u3051\u308b\u3053\u3068\u3002Microsoft Entra ID \u306a\u3069\u3092 Workforce Identity Federation \u3067\u3064\u306a\u3052\u308b\u3053\u3068\u3002\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u6642\u306b\u8a2d\u5b9a\u3057\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u306f\u5207\u308a\u66ff\u3048\u3089\u308c\u306a\u3044\u3053\u3068 | [Google Cloud: Use data source access control](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/data-source-access-control) | 2026-10-07 |\n| \u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\u306e\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092 JSONL\uff08`id`\u3001`structData`\u3001`content.mimeType`\u3001`content.uri`\uff09\u3067\u53d6\u308a\u8fbc\u3080\u3053\u3068\u3002\u5bfe\u5fdc\u5f62\u5f0f\uff08TXT\u3001JSON\u3001Markdown\u3001PDF\u3001HTML\u3001DOCX\u3001PPTX\u3001XLSX\u3001XLSM\uff09\u30011\u30d5\u30a1\u30a4\u30eb200MB\u30011\u56de\u306e\u53d6\u308a\u8fbc\u307f10\u4e07\u30d5\u30a1\u30a4\u30eb\u3002\u30b9\u30ad\u30e3\u30f3\u3057\u305f PDF \u306b\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c\u52e7\u3081\u3089\u308c\u308b\u3053\u3068\u3002RAG \u306b\u306f\u30c1\u30e3\u30f3\u30af\u5316\u3092\u6709\u52b9\u306b\u3059\u308b\u3053\u3068 | [Google Cloud: Prepare data for ingesting](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/prepare-data) | 2026-10-07 |\n| 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| [e-Gov \u6cd5\u4ee4API: \u52b4\u50cd\u8005\u6d3e\u9063\u4e8b\u696d\u306e\u9069\u6b63\u306a\u904b\u55b6\u306e\u78ba\u4fdd\u53ca\u3073\u6d3e\u9063\u52b4\u50cd\u8005\u306e\u4fdd\u8b77\u7b49\u306b\u95a2\u3059\u308b\u6cd5\u5f8b](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/360AC0000000088) | 2026-10-07 |\n\n**\u6d3e\u9063\u306e\u53ef\u5426\u3068\u671f\u9593\u306e\u6271\u3044\u306f\u3001\u81ea\u793e\u306e\u7ba1\u7406\u90e8\u9580\u3068\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u793e\u4f1a\u4fdd\u967a\u52b4\u52d9\u58eb\u30fb\u52b4\u50cd\u5c40\u306b\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u306e\u516c\u5f0f\u60c5\u5831\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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