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Vertex AI","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-07","trigger":"**\u8d77\u70b9\u306f\u3001\u73fe\u5834\u306e\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u304b\u3089\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u5de5\u4e8b\u756a\u53f7\u306f\u4e00\u89a7\u304b\u3089\u9078\u3070\u305b\u3001\u5de5\u7a2e\u3068\u90e8\u4f4d\u306f\u9078\u629e\u80a2\u306b\u3057\u307e\u3059\u3002**\u8cea\u554f\u306e\u672c\u6587\u306f\u81ea\u7531\u6587\u3067\u66f8\u304b\u305b\u307e\u3059\u304c\u3001\u5de5\u4e8b\u756a\u53f7\u3060\u3051\u306f\u5fc5\u9808\u306b\u3057\u307e\u3059\u3002** \u5de5\u4e8b\u756a\u53f7\u304c\u7121\u3044\u3068\u3001\u3069\u306e\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u3092\u898b\u308c\u3070\u3088\u3044\u304b\u304c\u6c7a\u307e\u3089\u305a\u3001\u793e\u5185\u57fa\u6e96\u306e\u5c64\u3057\u304b\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002\n\n**\u554f\u3044\u5408\u308f\u305b\u306f1\u4ef6\u305a\u3064\u3001\u9001\u3089\u308c\u305f\u305d\u306e\u5834\u3067\u51e6\u7406\u3057\u307e\u3059\u3002** \u73fe\u5834\u306f\u5354\u529b\u4f1a\u793e\u306e\u4f5c\u696d\u3092\u6b62\u3081\u3066\u5f85\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u6280\u8853\u901a\u9054\u304c\u767a\u884c\u3055\u308c\u305f\u3068\u304d\u3082\u3001\u5225\u306e\u8d77\u70b9\u3068\u3057\u3066\u52d5\u304b\u3057\u307e\u3059\u3002** \u901a\u9054\u306e\u7ba1\u7406\u8868\u306b\u884c\u304c\u8db3\u3055\u308c\u305f\u3089\u3001\u6539\u3081\u3089\u308c\u305f\u7bc0\u3092\u51fa\u5178\u306b\u3057\u3066\u904e\u53bb30\u65e5\u306b\u8fd4\u3057\u305f\u56de\u7b54\u3092\u62fe\u3044\u3001\u6280\u8853\u90e8\u306b\u4e00\u89a7\u3067\u77e5\u3089\u305b\u307e\u3059\u3002**\u6539\u6b63\u306e\u524d\u306b\u8fd4\u3057\u305f\u56de\u7b54\u3067\u3001\u307e\u3060\u65bd\u5de5\u3057\u3066\u3044\u306a\u3044\u73fe\u5834\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u305f\u3081\u3067\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u5de5\u4e8b\u756a\u53f7\u3001\u5de5\u7a2e\u3001\u90e8\u4f4d\u3001\u8cea\u554f\u306e\u672c\u6587\u3001\u56f3\u9762\u306e\u5199\u3057 | \u554f\u3044\u5408\u308f\u305b\u753b\u9762 |\n| \u5de5\u4e8b\u53f0\u5e33 | \u5de5\u4e8b\u756a\u53f7\u3001\u516c\u5171\uff0f\u6c11\u9593\u3001\u767a\u6ce8\u8005\u3001\u8a2d\u8a08\u56f3\u66f8\u306e\u6240\u5728\u3001\u5de5\u671f | \u5de5\u4e8b\u90e8\u306e\u53f0\u5e33 |\n| \u65bd\u5de5\u57fa\u6e96\u66f8 | \u7de8\u30fb\u7bc0\u3054\u3068\u306e\u6a19\u6e96\u306e\u7d0d\u307e\u308a\u3001\u8a8d\u3081\u308b\u4ed5\u69d8\uff0f\u8a8d\u3081\u306a\u3044\u4ed5\u69d8\uff0f\u627f\u8a8d\u304c\u8981\u308b\u4ed5\u69d8 | \u793e\u5185\u30dd\u30fc\u30bf\u30eb\u306ePDF |\n| \u6280\u8853\u901a\u9054 | \u901a\u9054\u306e\u756a\u53f7\u3001\u767a\u884c\u65e5\u3001\u6539\u3081\u305f\u7de8\u3068\u7bc0\u3001\u6539\u6b63\u306e\u5185\u5bb9 | \u793e\u5185\u30dd\u30fc\u30bf\u30eb\u306ePDF |\n| \u901a\u9054\u306e\u7ba1\u7406\u8868 | \u901a\u9054\u306e\u756a\u53f7\u3001\u6539\u3081\u305f\u7bc0\u306e\u4e00\u89a7\u3001\u57fa\u6e96\u66f8\u3078\u306e\u53cd\u6620\u306e\u6709\u7121 | \u6280\u8853\u90e8\u306e\u7ba1\u7406\u8868 |\n| \u6a19\u6e96\u4ed5\u69d8\u66f8 | \u516c\u5171\u5efa\u7bc9\u5de5\u4e8b\u6a19\u6e96\u4ed5\u69d8\u66f8\uff08\u5efa\u7bc9\u5de5\u4e8b\u7de8\uff09\u4ee4\u548c7\u5e74\u7248\u3068\u6b63\u8aa4\u8868 | \u56fd\u571f\u4ea4\u901a\u7701\u306e\u516c\u958b\u8cc7\u6599 |\n| \u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8 | \u7279\u8a18\u4ed5\u69d8\u66f8\u3001\u8cea\u554f\u56de\u7b54\u66f8\u3001\u73fe\u5834\u8aac\u660e\u66f8 | \u5de5\u4e8b\u3054\u3068\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u901a\u9054\u306e\u7ba1\u7406\u8868\u3068\u3001\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306b\u5de5\u4e8b\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u7ba1\u7406\u8868\u304c\u7121\u3051\u308c\u3070\u65e7\u3044\u8a18\u8ff0\u3092\u898b\u5206\u3051\u3089\u308c\u305a\u3001\u5de5\u4e8b\u756a\u53f7\u304c\u7121\u3051\u308c\u3070**\u5225\u306e\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u304c\u6839\u62e0\u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002** \u96a3\u306e\u73fe\u5834\u306e\u7279\u8a18\u3067\u300c\u53ef\u300d\u3068\u7b54\u3048\u308b\u306e\u306f\u3001\u4f55\u3082\u7b54\u3048\u306a\u3044\u3088\u308a\u60aa\u3044\u5931\u6557\u3067\u3059\u3002","data_source":"**\u57fa\u6e96\u66f8\u30fb\u901a\u9054\u30fb\u6a19\u6e96\u4ed5\u69d8\u66f8\u30fb\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306f\u3001Cloud Storage \u306b\u7f6e\u3044\u30661\u3064\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u6587\u66f8\u3054\u3068\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3001\u6587\u66f8\u306e\u7a2e\u985e\u3001\u7de8\u3068\u7bc0\u3001\u72b6\u614b\u3001\u5de5\u4e8b\u756a\u53f7\u3001\u767a\u884c\u65e5\u3092\u6301\u305f\u305b\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u516c\u5171\uff0f\u6c11\u9593\u3001\u8a2d\u8a08\u56f3\u66f8\u306e\u6240\u5728 | \u5de5\u4e8b\u53f0\u5e33 | \u7d5e\u308a\u8fbc\u307f\u3068\u3001\u6a19\u6e96\u4ed5\u69d8\u66f8\u3092\u898b\u308b\u304b\u306e\u5224\u65ad |\n| \u57fa\u6e96\u66f8\u306e\u7bc0\u306e\u65ad\u7247 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08`doc_type: internal_standard`\uff09 | \u793e\u5185\u57fa\u6e96\u306e\u5c64\u306e\u6839\u62e0 |\n| \u901a\u9054\u306e\u65ad\u7247 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08`doc_type: notice`\uff09 | \u6539\u6b63\u306e\u6839\u62e0 |\n| \u6a19\u6e96\u4ed5\u69d8\u66f8\u306e\u65ad\u7247 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08`doc_type: std_spec`\uff09 | \u8a2d\u8a08\u56f3\u66f8\u306e\u5c64\u306e\u6839\u62e0\uff08\u516c\u5171\u306e\u5de5\u4e8b\uff09 |\n| \u7279\u8a18\u4ed5\u69d8\u66f8\u30fb\u8cea\u554f\u56de\u7b54\u66f8\u306e\u65ad\u7247 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08`doc_type: project_spec`\u3001`project_id`\uff09 | \u8a2d\u8a08\u56f3\u66f8\u306e\u5c64\u306e\u6839\u62e0 |\n| \u6539\u3081\u3089\u308c\u305f\u7bc0\u306e\u4e00\u89a7 | \u901a\u9054\u306e\u7ba1\u7406\u8868 | \u65e7\u3044\u8a18\u8ff0\u306e\u691c\u51fa |\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u793e\u5185\u6587\u66f8\u3068\u73fe\u5834\u306e\u6587\u66f8\u3067\u6761\u4ef6\u3092\u5206\u3051\u3066 OR \u3067\u3064\u306a\u304e\u307e\u3059\u3002** \u4f8b\u3048\u3070 `(doc_type: ANY(\"internal_standard\",\"notice\",\"std_spec\") AND status: ANY(\"current\")) OR (doc_type: ANY(\"project_spec\") AND project_id: ANY(\"K-2611\"))` \u306e\u3088\u3046\u306b\u66f8\u3051\u307e\u3059\u3002\u7d5e\u308a\u8fbc\u307f\u306f `AND`\u30fb`OR`\u30fb`NOT` \u3068\u62ec\u5f27\u3067\u7d44\u307f\u7acb\u3066\u3089\u308c\u3001\u4f7f\u3046\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u6c11\u9593\u306e\u5de5\u4e8b\u3067\u6a19\u6e96\u4ed5\u69d8\u66f8\u3092\u5f15\u3044\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001`std_spec` \u3092\u5f0f\u304b\u3089\u5916\u3057\u307e\u3059\u3002**","preprocessing":"1. **\u57fa\u6e96\u66f8\u306e\u7248\u3092\u305d\u308d\u3048\u308b** \u2026 \u73fe\u884c\u7248\u3060\u3051\u306b `status: current` \u3092\u4ed8\u3051\u3001\u7f6e\u304d\u63db\u3048\u3089\u308c\u305f\u7248\u306b\u306f `retired` \u3092\u4ed8\u3051\u307e\u3059\n2. **\u7bc0\u756a\u53f7\u3092\u65ad\u7247\u304b\u3089\u8aad\u3081\u308b\u3088\u3046\u306b\u3059\u308b** \u2026 \u898b\u51fa\u3057\u306b\u300c\u9632\u6c34\u7de8 4.3\u300d\u306e\u3088\u3046\u306a\u7de8\u3068\u7bc0\u306e\u756a\u53f7\u304c\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **\u901a\u9054\u306e\u7ba1\u7406\u8868\u3092\u4f5c\u308b** \u2026 \u901a\u9054\u3054\u3068\u306b\u3001\u6539\u3081\u305f\u7de8\u3068\u7bc0\u30921\u884c\u305a\u3064\u66f8\u304d\u3001\u57fa\u6e96\u66f8\u306b\u53cd\u6620\u6e08\u307f\u304b\u306e\u5217\u3092\u6301\u305f\u305b\u307e\u3059\n4. **\u6a19\u6e96\u4ed5\u69d8\u66f8\u306f\u6b63\u8aa4\u8868\u3092\u53cd\u6620\u3057\u305f\u7248\u3092\u5165\u308c\u308b** \u2026 \u56fd\u571f\u4ea4\u901a\u7701\u306e\u30da\u30fc\u30b8\u306f\u6700\u65b0\u7248\u306e\u4f7f\u7528\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**\u5236\u5b9a\u7248\u3068\u6539\u5b9a\u7248\u3092\u4e21\u65b9\u5165\u308c\u307e\u305b\u3093**\n5. **\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306b\u5de5\u4e8b\u756a\u53f7\u3092\u4ed8\u3051\u308b** \u2026 \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u540d\u524d\u304b\u3089\u3067\u306f\u306a\u304f\u3001\u5de5\u4e8b\u53f0\u5e33\u306e\u5de5\u4e8b\u756a\u53f7\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u66f8\u304d\u307e\u3059\n6. **\u7ae3\u5de5\u3057\u305f\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u3092\u5916\u3059** \u2026 \u7ae3\u5de5\u3057\u305f\u3089 `status: closed` \u306b\u3057\u3001\u7d5e\u308a\u8fbc\u307f\u3067\u9664\u304d\u307e\u3059\n7. **\u6587\u66f8\u306e\u5206\u5272\u3092\u8a2d\u5b9a\u3059\u308b** \u2026 \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u3001\u898b\u51fa\u3057\u3092\u5404\u65ad\u7247\u306b\u4ed8\u3051\u307e\u3059\n\n**7\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u5206\u5272\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u5909\u3048\u3089\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65ad\u7247\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u6307\u5b9a\u3067\u304d\u3001\u898b\u51fa\u3057\u3092\u65ad\u7247\u306b\u542b\u3081\u308b\u8a2d\u5b9a\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09\u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001**\u300c\u9632\u6c34\u7de8\u306e4.3\u7bc0\u306e\u8868\u306e\u884c\u300d\u3067\u3042\u308b\u3053\u3068\u304c\u65ad\u7247\u3060\u3051\u3067\u5206\u304b\u308a\u307e\u3059\u3002** \u7bc0\u756a\u53f7\u304c\u65ad\u7247\u306b\u5165\u3089\u306a\u3044\u3068\u3001\u7b2c7\u7ae0\u306e\u5f8c\u6bb5\u3067\u901a\u9054\u306e\u7ba1\u7406\u8868\u3068\u7167\u3089\u305b\u307e\u305b\u3093\u3002\n\n**4\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5236\u5b9a\u7248\u3068\u6539\u5b9a\u7248\u304c\u4e21\u65b9\u5165\u3063\u3066\u3044\u308b\u3068\u3001\u6b63\u8aa4\u8868\u3067\u76f4\u3055\u308c\u305f\u7b87\u6240\u306b\u3064\u3044\u3066\u3001**\u76f4\u308b\u524d\u306e\u8a18\u8ff0\u304c\u51fa\u5178\u3068\u3057\u3066\u8fd4\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8cea\u554f\u306e\u90e8\u4f4d\u3068\u65bd\u5de5\u65b9\u6cd5\u306b\u5f53\u305f\u308b\u8a18\u8ff0\u3092\u3001\u793e\u5185\u57fa\u6e96\u306e\u5c64\u3068\u8a2d\u8a08\u56f3\u66f8\u306e\u5c64\u306b\u5206\u3051\u3066\u898b\u3064\u3051\u3001\u305d\u308c\u305e\u308c\u306e\u53ef\u5426\u3068\u51fa\u5178\u3092\u77ed\u304f\u8fd4\u3059\u3053\u3068\u3067\u3059\u3002**\n\n| \u5c64 | \u898b\u308b\u6587\u66f8 | \u8fd4\u3059\u3082\u306e |\n|:--|:--|:--|\n| \u793e\u5185\u57fa\u6e96 | \u65bd\u5de5\u57fa\u6e96\u66f8\u3001\u6280\u8853\u901a\u9054 | \u8a8d\u3081\u308b\uff0f\u8a8d\u3081\u306a\u3044\uff0f\u627f\u8a8d\u304c\u8981\u308b\uff0f\u8a18\u8f09\u306a\u3057\u3001\u7de8\u3068\u7bc0 |\n| \u8a2d\u8a08\u56f3\u66f8 | \u7279\u8a18\u4ed5\u69d8\u66f8\u3001\u8cea\u554f\u56de\u7b54\u66f8\u3001\u73fe\u5834\u8aac\u660e\u66f8\u3001\u6a19\u6e96\u4ed5\u69d8\u66f8 | \u5b9a\u3081\u3042\u308a\uff08\u5185\u5bb9\uff09\uff0f\u5b9a\u3081\u306a\u3057\u3001\u6587\u66f8\u3068\u7b87\u6240 |\n\n**2\u3064\u306e\u5c64\u3092\u6df7\u305c\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u6700\u3082\u5927\u4e8b\u306a\u70b9\u3067\u3059\u3002** \u793e\u5185\u57fa\u6e96\u306f\u81ea\u793e\u304c\u54c1\u8cea\u3092\u5b88\u308b\u305f\u3081\u306e\u6c7a\u307e\u308a\u3067\u3001\u8a2d\u8a08\u56f3\u66f8\u306f\u767a\u6ce8\u8005\u3068\u306e\u5951\u7d04\u306e\u4e2d\u8eab\u3067\u3059\u3002**\u793e\u5185\u57fa\u6e96\u3067\u8a8d\u3081\u308b\u7d0d\u307e\u308a\u3067\u3082\u3001\u7279\u8a18\u4ed5\u69d8\u66f8\u304c\u5225\u306e\u6750\u6599\u3092\u6307\u5b9a\u3057\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u73fe\u5834\u3067\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u9006\u306b\u3001\u7279\u8a18\u4ed5\u69d8\u66f8\u306b\u5b9a\u3081\u304c\u7121\u304f\u3066\u3082\u3001\u793e\u5185\u57fa\u6e96\u3067\u8a8d\u3081\u3066\u3044\u306a\u3044\u7d0d\u307e\u308a\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\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 | \u53ef\u5426\u306e\u6587\u306b\u51fa\u5178\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u8a18\u8f09\u304c\u7121\u3044\u3068\u304d\u306b\u7121\u7406\u306b\u7b54\u3048\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u8cea\u554f\u3067\u306a\u3044\u5165\u529b\u306b\u7b54\u3048\u306a\u3044 |\n| `searchResultMode` | `CHUNKS` | \u7bc0\u3084\u8868\u306e\u8a72\u5f53\u306e\u65ad\u7247\u3092\u8fd4\u3059 |\n| `maxReturnResults` | 15 | 4\u7a2e\u985e\u306e\u6587\u66f8\u304b\u3089\u62fe\u3046\u305f\u3081\u65e2\u5b9a\u306e10\u3088\u308a\u5897\u3084\u3059\u3002\u6700\u5927\u306f25 |\n| `filter` | \u524d\u7bc0\u306e\u5f0f | \u4ed6\u306e\u73fe\u5834\u3068\u65e7\u7248\u3092\u9664\u304f |\n| `answerLanguageCode` | `ja` | \u56de\u7b54\u3092\u65e5\u672c\u8a9e\u306b\u3059\u308b |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u5c64\u306e\u5206\u3051\u65b9\u3068\u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n**\u56de\u7b54\u304c\u8fd4\u3063\u305f\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u5178\u306e `doc_type` \u3067\u5c64\u306b\u5206\u3051\u3001\u793e\u5185\u57fa\u6e96\u306e\u5c64\u306e\u51fa\u5178\u306e\u7bc0\u756a\u53f7\u3092\u901a\u9054\u306e\u7ba1\u7406\u8868\u3068\u7167\u3089\u3057\u307e\u3059\u3002** \u6539\u3081\u3089\u308c\u305f\u7bc0\u3067\u3001\u307e\u3060\u57fa\u6e96\u66f8\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u305d\u306e\u901a\u9054\u306e\u65ad\u7247\u304c\u51fa\u5178\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\u3002**\u5165\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u56de\u7b54\u3092\u73fe\u5834\u306b\u8fd4\u3055\u305a\u6280\u8853\u90e8\u3078\u56de\u3057\u307e\u3059\u3002**\n\n**\u6b21\u306b\u3001\u56de\u7b54\u306e\u4e3b\u5f35\u3054\u3068\u306b check grounding API \u306b\u304b\u3051\u307e\u3059\u3002** \u6839\u62e0\u306e\u65ad\u7247\u306b\u306f\u3001\u51fa\u5178\u306b\u306a\u3063\u305f\u65ad\u7247\u3092 `doc_type` \u306e\u5c5e\u6027\u4ed8\u304d\u3067\u6e21\u3057\u307e\u3059\u3002**\u793e\u5185\u57fa\u6e96\u306e\u5c64\u306e\u4e3b\u5f35\u304c\u8a2d\u8a08\u56f3\u66f8\u306e\u65ad\u7247\u3060\u3051\u3067\u652f\u3048\u3089\u308c\u3066\u3044\u305f\u3089\u3001\u5c64\u306e\u53d6\u308a\u9055\u3048\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u306e\u53ef\u5426\u306e\u5224\u65ad | \u76e3\u7763\u8077\u54e1\u3068\u306e\u5354\u8b70\u3068\u793e\u5185\u306e\u627f\u8a8d\u304c\u8981\u308b |\n| \u57fa\u6e96\u66f8\u306b\u7121\u3044\u5de5\u6cd5\u306e\u63d0\u6848 | \u4e00\u822c\u7684\u306a\u77e5\u8b58\u304b\u3089\u306e\u63d0\u6848\u306f\u3001\u904e\u53bb\u306e\u4e0d\u5177\u5408\u3092\u53d7\u3051\u305f\u793e\u5185\u306e\u6c7a\u307e\u308a\u306b\u53cd\u3057\u3046\u308b |\n| \u56f3\u9762\u3084\u5199\u771f\u304b\u3089\u306e\u7d0d\u307e\u308a\u306e\u5224\u5b9a | \u5bf8\u6cd5\u3084\u53d6\u308a\u5408\u3044\u306f\u73fe\u5834\u3067\u78ba\u304b\u3081\u308b |\n| \u4ed6\u306e\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u3092\u6839\u62e0\u306b\u3059\u308b\u3053\u3068 | \u73fe\u5834\u3054\u3068\u306b\u5951\u7d04\u304c\u9055\u3046 |\n| \u627f\u8a8d\u304c\u8981\u308b\u4ed5\u69d8\u3092\u300c\u53ef\u300d\u3068\u66f8\u304f\u3053\u3068 | \u6280\u8853\u90e8\u306e\u627f\u8a8d\u306e\u624b\u7d9a\u304d\u3092\u98db\u3070\u3055\u305b\u306a\u3044 |\n\n**2\u884c\u76ee\u304c\u6700\u3082\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u56de\u7b54\u3092\u4f5c\u308b\u30e2\u30c7\u30eb\u306f\u3001\u30b7\u30fc\u30ea\u30f3\u30b0\u306e\u6253\u3061\u66ff\u3048\u3084\u6c34\u5207\u308a\u306e\u4e00\u822c\u7684\u306a\u7d0d\u307e\u308a\u3092\u77e5\u3063\u3066\u3044\u307e\u3059\u3002**\u305d\u308c\u3067\u7b54\u3048\u308b\u3068\u3001\u793e\u5185\u57fa\u6e96\u306b\u7121\u3044\u300c\u3053\u306e\u7d0d\u307e\u308a\u3067\u53ef\u300d\u304c\u3001\u57fa\u6e96\u66f8\u306e\u7b54\u3048\u3068\u540c\u3058\u9854\u3067\u5c4a\u304d\u307e\u3059\u3002** \u691c\u7d22\u7d50\u679c\u306e\u6587\u66f8\u3060\u3051\u3067\u7b54\u3048\u308b\u3053\u3068\u3092\u6307\u793a\u3067\u660e\u8a18\u3057\u3001\u3055\u3089\u306b\u88cf\u4ed8\u3051\u306e\u691c\u67fb\u3067\u6570\u5024\u3068\u3057\u3066\u78ba\u304b\u3081\u307e\u3059\u3002","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5efa\u8a2d\u4f1a\u793e\u306e\u6280\u8853\u90e8\u3067\u3001\u73fe\u5834\u306e\u65bd\u5de5\u7ba1\u7406\u306e\u62c5\u5f53\u304b\u3089\u306e\u8cea\u554f\u306b\u3001\n\u793e\u5185\u306e\u65bd\u5de5\u57fa\u6e96\u3068\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u793a\u3059\u62c5\u5f53\u3067\u3059\u3002\n\u8aad\u3080\u306e\u306f\u73fe\u5834\u306e\u62c5\u5f53\u3067\u3001\u3042\u306a\u305f\u306e\u56de\u7b54\u3092\u898b\u3066\u51fa\u5178\u306e\u7bc0\u3092\u958b\u304d\u307e\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u6700\u521d\u306b\u300c\u793e\u5185\u57fa\u6e96\u300d\u3068\u3057\u3066\u3001\u65bd\u5de5\u57fa\u6e96\u66f8\u307e\u305f\u306f\u6280\u8853\u901a\u9054\u306e\u8a72\u5f53\u7b87\u6240\u3092\u66f8\u304d\u3001\n   \u300c\u8a8d\u3081\u308b\u300d\u300c\u8a8d\u3081\u306a\u3044\u300d\u300c\u627f\u8a8d\u304c\u8981\u308b\u300d\u300c\u8a18\u8f09\u306a\u3057\u300d\u306e\u3069\u308c\u304b1\u3064\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u6b21\u306b\u300c\u3053\u306e\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u300d\u3068\u3057\u3066\u3001\u7279\u8a18\u4ed5\u69d8\u66f8\u30fb\u8cea\u554f\u56de\u7b54\u66f8\u30fb\u73fe\u5834\u8aac\u660e\u66f8\u30fb\n   \u6a19\u6e96\u4ed5\u69d8\u66f8\u306b\u540c\u3058\u90e8\u4f4d\u306e\u5b9a\u3081\u304c\u3042\u308c\u3070\u3001\u6587\u66f8\u540d\u3068\u7b87\u6240\u3068\u5b9a\u3081\u306e\u5185\u5bb9\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u5b9a\u3081\u304c\u306a\u3051\u308c\u3070\u300c\u5b9a\u3081\u306a\u3057\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u6280\u8853\u901a\u9054\u3067\u6539\u3081\u3089\u308c\u305f\u7bc0\u306f\u3001\u901a\u9054\u306e\u756a\u53f7\u3068\u6539\u6b63\u5f8c\u306e\u5185\u5bb9\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u793e\u5185\u57fa\u6e96\u3068\u8a2d\u8a08\u56f3\u66f8\u30921\u3064\u306e\u6587\u306b\u307e\u3068\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5fc5\u305a\u5206\u3051\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u793e\u5185\u57fa\u6e96\u306e\u53ef\u5426\u306f\u3001\u65bd\u5de5\u57fa\u6e96\u66f8\u3068\u6280\u8853\u901a\u9054\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\u65bd\u5de5\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6a19\u6e96\u4ed5\u69d8\u66f8\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u793e\u5185\u57fa\u6e96\u306e\u53ef\u5426\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7279\u8a18\u4ed5\u69d8\u66f8\u3068\u793e\u5185\u57fa\u6e96\u306e\u5185\u5bb9\u304c\u9055\u3046\u3068\u304d\u306f\u3001\u3069\u3061\u3089\u304c\u3088\u3044\u304b\u3092\u66f8\u304b\u305a\u3001\n  \u300c\u793e\u5185\u57fa\u6e96\u3068\u7279\u8a18\u4ed5\u69d8\u66f8\u306e\u5b9a\u3081\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u6280\u8853\u90e8\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a2d\u8a08\u56f3\u66f8\u306b\u5b9a\u3081\u306e\u7121\u3044\u5de5\u6cd5\u3084\u6750\u6599\u306b\u66ff\u3048\u308b\u8cea\u554f\u306b\u306f\u3001\u53ef\u5426\u3092\u66f8\u304b\u305a\u3001\n  \u300c\u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u306b\u306a\u308b\u305f\u3081\u3001\u6280\u8853\u90e8\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5bf8\u6cd5\u3084\u6570\u5024\u306f\u3001\u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5ec3\u6b62\u3055\u308c\u305f\u57fa\u6e96\u66f8\u3084\u3001\u7ae3\u5de5\u3057\u305f\u4ed6\u306e\u73fe\u5834\u306e\u6587\u66f8\u3092\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u8a18\u8ff0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u793e\u5185\u57fa\u6e96\u306b\u8a72\u5f53\u3059\u308b\u8a18\u8ff0\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u6280\u8853\u90e8\u3078\u56de\u3057\u307e\u3059\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c1\u3064\u306e\u6587\u306b\u307e\u3068\u3081\u306a\u3044\u300d\u304c\u3001\u3053\u306e\u6307\u793a\u306e\u8981\u3067\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306f\u300c\u793e\u5185\u57fa\u6e96\u3067\u306f\u53ef\u3067\u3059\u304c\u3001\u7279\u8a18\u4ed5\u69d8\u66f8\u3082\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u6ed1\u3089\u304b\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\u8aad\u307f\u624b\u306f\u524d\u534a\u3060\u3051\u3092\u8aad\u3093\u3067\u65bd\u5de5\u306b\u9032\u307f\u307e\u3059\u3002** \u5c64\u3054\u3068\u306b\u898b\u51fa\u3057\u3092\u5206\u3051\u3055\u305b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5c64\u3054\u3068\u306e\u5024\u3092\u53d6\u308a\u51fa\u305b\u308b\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u6587\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u753b\u9762\u306e\u5165\u529b\u304b\u3089\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u4f8b\u3048\u3070\u300c\u5de5\u7a2e\uff1a\u9632\u6c34\u3001\u90e8\u4f4d\uff1a\u5c4b\u4e0a\u306e\u7acb\u4e0a\u308a\u7aef\u90e8\u3001\u8cea\u554f\uff1a\u30a2\u30b9\u30d5\u30a1\u30eb\u30c8\u9632\u6c34\u306e\u7acb\u4e0a\u308a\u7aef\u90e8\u306e\u62bc\u3055\u3048\u91d1\u7269\u3092\u3001\u30a2\u30eb\u30df\u88fd\u304b\u3089\u6a39\u8102\u88fd\u306b\u66ff\u3048\u3066\u3088\u3044\u304b\u300d\u306e\u3088\u3046\u306b\u3001**\u5de5\u7a2e\u3068\u90e8\u4f4d\u3092\u5148\u306b\u4e26\u3079\u3001\u8cea\u554f\u306e\u672c\u6587\u3092\u6700\u5f8c\u306b\u7f6e\u304d\u307e\u3059\u3002**","output_data":"**answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u3068\u88cf\u4ed8\u3051\u306e\u691c\u67fb\u306e\u7d50\u679c\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u6574\u3048\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_id\": \"\",\n  \"project_id\": \"\",\n  \"project_type\": \"public | private\",\n  \"work_type\": \"\",\n  \"location\": \"\",\n  \"status\": \"answered | routed | skipped\",\n  \"route_reason\": \"not_in_standard | layer_conflict | design_change | approval_required | notice_missing | low_support | none\",\n  \"internal\": {\n    \"verdict\": \"allowed | not_allowed | approval_required | not_found\",\n    \"refs\": [ { \"doc_id\": \"\", \"section\": \"\", \"version\": \"\", \"uri\": \"\" } ],\n    \"amended_by\": [ { \"notice_no\": \"\", \"issued_on\": \"\", \"cited\": true } ]\n  },\n  \"design_docs\": {\n    \"has_provision\": true,\n    \"refs\": [ { \"doc_type\": \"project_spec | std_spec\", \"doc_id\": \"\", \"location\": \"\", \"summary\": \"\" } ]\n  },\n  \"claim_scores\": [ { \"layer\": \"internal | design_docs\", \"score\": 0 } ],\n  \"answer_text\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u30012\u3064\u306e\u5c64\u306e\u7d50\u8ad6\u3092\u5225\u3005\u306e\u5024\u3067\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u632f\u308a\u5206\u3051\u306f\u6587\u3092\u8aad\u3093\u3067\u6c7a\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001`internal.verdict` \u3068 `design_docs.has_provision` \u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| \u6761\u4ef6 | \u632f\u308a\u5206\u3051 |\n|:--|:--|\n| `internal.verdict` \u304c `not_found`\u3001\u307e\u305f\u306f\u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f | `routed`\uff0f`not_in_standard` |\n| `internal.verdict` \u304c `approval_required` | `routed`\uff0f`approval_required` |\n| \u56de\u7b54\u306b\u300c\u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u300d\u304c\u542b\u307e\u308c\u308b | `routed`\uff0f`design_change` |\n| \u56de\u7b54\u306b\u300c\u5b9a\u3081\u304c\u7570\u306a\u308a\u307e\u3059\u300d\u304c\u542b\u307e\u308c\u308b | `routed`\uff0f`layer_conflict` |\n| `amended_by` \u306b `cited: false` \u304c\u3042\u308b | `routed`\uff0f`notice_missing` |\n| `claim_scores` \u306e\u3069\u308c\u304b\u304c0.6\u672a\u6e80 | `routed`\uff0f`low_support` |\n| `internal.verdict` \u304c `allowed` \u307e\u305f\u306f `not_allowed` \u3067\u3001\u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 | `answered` |\n\n**2\u3064\u76ee\u306f\u3001`amended_by` \u3067\u901a\u9054\u306e\u78ba\u8a8d\u3092\u8a18\u9332\u306b\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u6539\u3081\u3089\u308c\u305f\u7bc0\u3092\u51fa\u5178\u306b\u3057\u305f\u56de\u7b54\u306b\u306f\u3001\u901a\u9054\u306e\u756a\u53f7\u3068\u3001\u305d\u308c\u3092\u56de\u7b54\u306b\u542b\u3081\u305f\u304b\u304c\u6b8b\u308a\u307e\u3059\u3002**\u901a\u9054\u306e\u767a\u884c\u5f8c\u306b\u300c\u3053\u306e\u7bc0\u3092\u51fa\u5178\u306b\u3057\u305f\u56de\u7b54\u300d\u3092\u62fe\u3046\u306e\u3082\u3001\u3053\u306e\u5024\u3067\u884c\u3044\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b\u753b\u9762 | \u793e\u5185\u5411\u3051\u306e\u753b\u9762 | \u8cea\u554f\u3092\u53d7\u3051\u3001\u5c64\u3054\u3068\u306e\u56de\u7b54\u3092\u8fd4\u3059 |\n| \u5de5\u4e8b\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a | \u516c\u5171\uff0f\u6c11\u9593\u3068\u8a2d\u8a08\u56f3\u66f8\u306e\u6240\u5728\u3092\u5f15\u304f |\n| \u901a\u9054\u306e\u7ba1\u7406\u8868 | \u8aad\u307f\u53d6\u308a | \u6539\u3081\u3089\u308c\u305f\u7bc0\u306e\u4e00\u89a7\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u6587\u66f8\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308b |\n| check grounding API | \u547c\u3073\u51fa\u3057 | \u4e3b\u5f35\u3054\u3068\u306e\u88cf\u4ed8\u3051\u3092\u6570\u5024\u306b\u3059\u308b |\n| \u6280\u8853\u90e8\u306e\u5f85\u3061\u884c\u5217 | \u66f8\u304d\u8fbc\u307f | \u56de\u3059\u3082\u306e\u3092\u3001\u8cea\u554f\u3068\u56de\u7b54\u306e\u5019\u88dc\u3068\u4e00\u7dd2\u306b\u8f09\u305b\u308b |\n| \u56de\u7b54\u306e\u8a18\u9332\u8868 | \u66f8\u304d\u8fbc\u307f | \u8fd4\u3057\u305f\u56de\u7b54\u3068\u632f\u308a\u5206\u3051\u306e\u7d50\u679c\u3092\u6b8b\u3059 |\n\n**\u5de5\u4e8b\u53f0\u5e33\u3068\u8a2d\u8a08\u56f3\u66f8\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5354\u8b70\u306e\u7d50\u679c\u3067\u8a2d\u8a08\u56f3\u66f8\u304c\u5909\u308f\u308b\u3068\u304d\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u73fe\u5834\u304c\u76e3\u7763\u8077\u54e1\u3068\u5354\u8b70\u3057\u3001\u5909\u66f4\u306e\u624b\u7d9a\u304d\u3092\u53d6\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u8a2d\u8a08\u56f3\u66f8\u306e\u5909\u66f4\u307e\u3067\u8a18\u9332\u3059\u308b\u3068\u3001\u5354\u8b70\u3092\u7d4c\u306a\u3044\u5909\u66f4\u304c\u8a18\u9332\u306e\u4e0a\u3067\u6210\u7acb\u3057\u307e\u3059\u3002**","human_review":"**\u73fe\u5834\u3078\u76f4\u63a5\u8fd4\u3063\u305f\u56de\u7b54\u3082\u3001\u65bd\u5de5\u306b\u9032\u3080\u524d\u306b\u73fe\u5834\u306e\u62c5\u5f53\u304c\u51fa\u5178\u306e\u7bc0\u3092\u958b\u304d\u307e\u3059\u3002**\n\n1. **\u5de5\u4e8b\u756a\u53f7\u3068\u51fa\u5178\u306e\u73fe\u5834\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b** \u2026 \u8a2d\u8a08\u56f3\u66f8\u306e\u5c64\u306e\u51fa\u5178\u304c\u3001\u81ea\u5206\u306e\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u793e\u5185\u57fa\u6e96\u306e\u7bc0\u3092\u539f\u6587\u3067\u8aad\u3080** \u2026 \u56de\u7b54\u306e\u6587\u3067\u306f\u306a\u304f\u3001\u57fa\u6e96\u66f8\u306e\u7bc0\u306e\u7d0d\u307e\u308a\u56f3\u3068\u8868\u3092\u898b\u307e\u3059\n3. **\u901a\u9054\u306e\u6709\u7121\u3092\u898b\u308b** \u2026 `amended_by` \u306b\u901a\u9054\u304c\u3042\u308c\u3070\u3001\u901a\u9054\u306e\u672c\u6587\u3092\u958b\u304d\u307e\u3059\n4. **\u6240\u9577\u306b\u5831\u544a\u3059\u308b** \u2026 \u56de\u7b54\u306e\u51fa\u5178\u3092\u6dfb\u3048\u3066\u5831\u544a\u3057\u3001\u65bd\u5de5\u306b\u9032\u3080\u304b\u3092\u6240\u9577\u304c\u6c7a\u3081\u307e\u3059\n\n**\u6280\u8853\u90e8\u306e\u62c5\u5f53\u306f\u3001\u5f85\u3061\u884c\u5217\u306b\u56de\u3063\u3066\u304d\u305f\u3082\u306e\u3060\u3051\u3092\u898b\u307e\u3059\u3002** \u56de\u7b54\u306e\u5019\u88dc\u3068\u5c64\u3054\u3068\u306e\u51fa\u5178\u304c\u4ed8\u3044\u3066\u3044\u308b\u306e\u3067\u3001**\u6587\u66f8\u3092\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u3067\u306f\u306a\u304f\u3001\u5224\u65ad\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002** \u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u306b\u306a\u308b\u3082\u306e\u306f\u3001\u73fe\u5834\u304c\u76e3\u7763\u8077\u54e1\u3068\u5354\u8b70\u3059\u308b\u305f\u3081\u306e\u8cc7\u6599\u306e\u4f5c\u308a\u65b9\u307e\u3067\u6307\u793a\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5de5\u4e8b\u756a\u53f7\u304c\u5de5\u4e8b\u53f0\u5e33\u306b\u7121\u3044 | \u73fe\u5834\u306e\u6587\u66f8\u3067\u7d5e\u308a\u8fbc\u3081\u306a\u3044\u306e\u3067\u3001\u691c\u7d22\u305b\u305a\u306b\u6280\u8853\u90e8\u3078\u56de\u3059 |\n| \u793e\u5185\u57fa\u6e96\u306b\u8a18\u8f09\u304c\u7121\u3044 | \u56de\u7b54\u3092\u4f5c\u3089\u305a `not_in_standard` \u3067\u56de\u3059\u3002**\u6708\u6b21\u3067\u57fa\u6e96\u66f8\u306e\u8ffd\u8a18\u306e\u5019\u88dc\u306b\u3059\u308b** |\n| \u793e\u5185\u57fa\u6e96\u3068\u7279\u8a18\u4ed5\u69d8\u66f8\u304c\u98df\u3044\u9055\u3046 | `layer_conflict` \u3067\u56de\u3059\u3002\u6280\u8853\u90e8\u3068\u6240\u9577\u3067\u6271\u3044\u3092\u6c7a\u3081\u308b |\n| \u8a2d\u8a08\u56f3\u66f8\u306b\u7121\u3044\u5de5\u6cd5\u3078\u306e\u5909\u66f4 | `design_change` \u3067\u56de\u3059\u3002**\u76e3\u7763\u8077\u54e1\u3068\u306e\u5354\u8b70\u306e\u8cc7\u6599\u3065\u304f\u308a\u306b\u9032\u3080** |\n| \u6539\u3081\u3089\u308c\u305f\u7bc0\u3067\u901a\u9054\u304c\u51fa\u5178\u306b\u7121\u3044 | \u56de\u7b54\u3092\u8868\u793a\u305b\u305a `notice_missing` \u3067\u56de\u3057\u3001\u7ba1\u7406\u8868\u306e\u62c5\u5f53\u306b\u77e5\u3089\u305b\u308b |\n| \u88cf\u4ed8\u3051\u306e\u6570\u5024\u304c\u4f4e\u3044 | \u56de\u7b54\u3092\u8868\u793a\u305b\u305a `low_support` \u3067\u56de\u3059 |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u300c\u56de\u7b54\u3092\u4f5c\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u8868\u793a\u3057\u3001\u6280\u8853\u90e8\u3078\u56de\u3059 |\n\n**2\u884c\u76ee\u306f\u3001\u57fa\u6e96\u66f8\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u5de5\u7a2e\u306e\u540c\u3058\u90e8\u4f4d\u3067\u300c\u8a18\u8f09\u306a\u3057\u300d\u304c\u6bce\u6708\u51fa\u3066\u3044\u308b\u306a\u3089\u3001**\u305d\u306e\u7d0d\u307e\u308a\u3092\u57fa\u6e96\u66f8\u306b\u8db3\u3059\u3079\u304d\u3060\u3068\u3044\u3046\u5408\u56f3\u3067\u3059\u3002** \u6280\u8853\u90e8\u304c\u6271\u3044\u3092\u6c7a\u3081\u305f\u3089\u3001\u901a\u9054\u306b\u3059\u308b\u304b\u6b21\u306e\u6539\u8a02\u306b\u5165\u308c\u308b\u304b\u3092\u6708\u6b21\u3067\u6c7a\u3081\u307e\u3059\u3002","log_storage":"- \u554f\u3044\u5408\u308f\u305b\u306e\u5168\u6587\uff08\u5de5\u4e8b\u756a\u53f7\u3001\u5de5\u7a2e\u3001\u90e8\u4f4d\u3001\u8cea\u554f\u3001\u56f3\u9762\u306e\u5199\u3057\uff09\u3068\u65e5\u6642\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d44\u307f\u7acb\u3066\u305f\u691c\u7d22\u306e\u6587\u3068\u3001\u4f7f\u3063\u305f\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u56de\u7b54\u3001\u51fa\u5178\u3001\u56de\u7b54\u3057\u306a\u304b\u3063\u305f\u7406\u7531\uff09\n- check grounding API \u306e\u7d50\u679c\uff08\u4e3b\u5f35\u3054\u3068\u306e\u652f\u6301\u306e\u5ea6\u5408\u3044\u3068\u51fa\u5178\uff09\n- \u632f\u308a\u5206\u3051\u306e\u7d50\u679c\u3068\u3001**\u6280\u8853\u90e8\u304c\u6700\u7d42\u7684\u306b\u6c7a\u3081\u305f\u6271\u3044**\n- **\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u57fa\u6e96\u66f8\u306e\u7248\u3068\u3001\u901a\u9054\u306e\u7ba1\u7406\u8868\u306e\u5185\u5bb9**\n\n**\u6700\u5f8c\u306e\u884c\u3092\u6b8b\u3059\u306e\u306f\u3001\u901a\u9054\u304c\u5f8c\u304b\u3089\u51fa\u308b\u305f\u3081\u3067\u3059\u3002** \u56de\u7b54\u3057\u305f\u6642\u70b9\u3067\u6539\u6b63\u304c\u7121\u304b\u3063\u305f\u306e\u304b\u3001\u6539\u6b63\u304c\u3042\u3063\u305f\u306e\u306b\u898b\u843d\u3068\u3057\u305f\u306e\u304b\u306f\u3001**\u5f53\u6642\u306e\u7ba1\u7406\u8868\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u533a\u5225\u3067\u304d\u307e\u305b\u3093\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":8,"assumption_frequency":360,"assumption_workdays":20,"volume_month":360,"before_minutes_per_case":15,"after_minutes_per_case":5,"hourly_cost":4000,"before_hours_month":90,"after_hours_month":30,"saved_hours_month":60,"reduction_rate":67,"saved_hours_year":720,"annual_cost_effect":2880000,"summary":"\u73fe\u5834\u306e\u65bd\u5de5\u7ba1\u7406\u306e\u62c5\u5f53\u304c\u300c\u3053\u306e\u7d0d\u307e\u308a\u30fb\u3053\u306e\u65bd\u5de5\u65b9\u6cd5\u3067\u3088\u3044\u304b\u300d\u3092\u805e\u304f\u3068\u3001\u793e\u5185\u306e\u65bd\u5de5\u57fa\u6e96\u66f8\u30fb\u6280\u8853\u901a\u9054\u3068\u3001\u305d\u306e\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u3092\u691c\u7d22\u3057\u3001\u53ef\u5426\u306e\u6839\u62e0\u3092\u51fa\u5178\u4ed8\u304d\u3067\u8fd4\u3057\u307e\u3059\u3002\u57fa\u6e96\u306b\u7121\u3044\u3082\u306e\u306f\u6280\u8853\u90e8\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u73fe\u5834\u306e\u62c5\u5f53\u304c\u3001\u7d0d\u307e\u308a\u3084\u5de5\u6cd5\u306e\u7591\u554f\u3092\u30e1\u30fc\u30eb\u304b\u96fb\u8a71\u3067\u6280\u8853\u90e8\u3078\u554f\u3044\u5408\u308f\u305b\u308b\n2. \u6280\u8853\u90e8\u306e\u62c5\u5f53\u304c\u3001\u8a72\u5f53\u3059\u308b\u5de5\u7a2e\u306e\u65bd\u5de5\u57fa\u6e96\u66f8\u3092\u793e\u5185\u30dd\u30fc\u30bf\u30eb\u304b\u3089\u958b\u304d\u3001\u7bc0\u3092\u63a2\u3059\n3. \u76f4\u8fd1\u306e\u6280\u8853\u901a\u9054\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u305d\u306e\u7bc0\u3092\u6539\u3081\u305f\u901a\u9054\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n4. \u516c\u5171\u5efa\u7bc9\u306e\u5de5\u4e8b\u306a\u3089\u3001\u6a19\u6e96\u4ed5\u69d8\u66f8\u306e\u8a72\u5f53\u306e\u7ae0\u3092\u958b\u304f\n5. \u73fe\u5834\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u7279\u8a18\u4ed5\u69d8\u66f8\u3068\u8cea\u554f\u56de\u7b54\u66f8\u3092\u63a2\u3057\u3001\u540c\u3058\u90e8\u4f4d\u306b\u5b9a\u3081\u304c\u306a\u3044\u304b\u3092\u898b\u308b\n6. \u53ef\u5426\u3068\u6839\u62e0\u3092\u30e1\u30fc\u30eb\u3067\u8fd4\u3057\u3001\u56de\u7b54\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u8a18\u9332\u3059\u308b\n7. \u57fa\u6e96\u306b\u7121\u3044\u3082\u306e\u3001\u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u306b\u306a\u308b\u3082\u306e\u306f\u3001\u8ab2\u9577\u3068\u76f8\u8ac7\u3057\u3066\u6271\u3044\u3092\u6c7a\u3081\u308b\n\n**\uff08a\uff09\u898b\u308b\u6587\u66f8\u304c\u591a\u304f\u3001\u9806\u756a\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u3002** \u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u3001\u793e\u5185\u57fa\u6e96\u3060\u3051\u3092\u898b\u3066\u7b54\u3048\u308b\u4eba\u3001\u6a19\u6e96\u4ed5\u69d8\u66f8\u304b\u3089\u898b\u308b\u4eba\u3001\u7279\u8a18\u4ed5\u69d8\u66f8\u307e\u3067\u958b\u304f\u4eba\u304c\u3044\u307e\u3059\u3002**5\u756a\u76ee\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u306e\u78ba\u8a8d\u304c\u3001\u5fd9\u3057\u3044\u65e5\u304b\u3089\u9806\u306b\u7701\u304b\u308c\u307e\u3059\u3002**\n\n**\uff08b\uff09\u901a\u9054\u306e\u6539\u6b63\u304c\u56de\u7b54\u306b\u53cd\u6620\u3055\u308c\u306a\u3044\u3002** 3\u756a\u76ee\u306e\u78ba\u8a8d\u306f\u4e00\u89a7\u3092\u76ee\u3067\u8ffd\u3046\u3060\u3051\u306a\u306e\u3067\u3001**\u6539\u6b63\u304b\u3089\u65e5\u306e\u6d45\u3044\u901a\u9054\u307b\u3069\u898b\u843d\u3068\u3055\u308c\u307e\u3059\u3002** \u57fa\u6e96\u66f8\u306ePDF\u306e\u65e7\u3044\u8a18\u8ff0\u3092\u305d\u306e\u307e\u307e\u7b54\u3048\u3001\u73fe\u5834\u304c\u305d\u308c\u3067\u65bd\u5de5\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u540c\u3058\u8cea\u554f\u306b\u9055\u3046\u7b54\u3048\u304c\u8fd4\u308b\u3002** \u540c\u3058\u7d0d\u307e\u308a\u306b\u3064\u3044\u3066\u3001\u3042\u308b\u62c5\u5f53\u8005\u306f\u300c\u57fa\u6e96\u66f8\u3069\u304a\u308a\u3067\u53ef\u300d\u3068\u7b54\u3048\u3001\u5225\u306e\u62c5\u5f53\u8005\u306f\u300c\u7279\u8a18\u3092\u78ba\u8a8d\u306e\u3046\u3048\u53ef\u300d\u3068\u7b54\u3048\u307e\u3059\u3002**\u73fe\u5834\u306f\u805e\u304f\u76f8\u624b\u3092\u9078\u3076\u3088\u3046\u306b\u306a\u308a\u3001\u7b54\u3048\u306e\u7de9\u3044\u62c5\u5f53\u8005\u306b\u8cea\u554f\u304c\u96c6\u307e\u308a\u307e\u3059\u3002**","before_flow_steps":["\u73fe\u5834\u306e\u62c5\u5f53\u304c\u3001\u7d0d\u307e\u308a\u3084\u5de5\u6cd5\u306e\u7591\u554f\u3092\u30e1\u30fc\u30eb\u304b\u96fb\u8a71\u3067\u6280\u8853\u90e8\u3078\u554f\u3044\u5408\u308f\u305b\u308b","\u6280\u8853\u90e8\u306e\u62c5\u5f53\u304c\u3001\u8a72\u5f53\u3059\u308b\u5de5\u7a2e\u306e\u65bd\u5de5\u57fa\u6e96\u66f8\u3092\u793e\u5185\u30dd\u30fc\u30bf\u30eb\u304b\u3089\u958b\u304d\u3001\u7bc0\u3092\u63a2\u3059","\u76f4\u8fd1\u306e\u6280\u8853\u901a\u9054\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u305d\u306e\u7bc0\u3092\u6539\u3081\u305f\u901a\u9054\u304c\u7121\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","\u516c\u5171\u5efa\u7bc9\u306e\u5de5\u4e8b\u306a\u3089\u3001\u6a19\u6e96\u4ed5\u69d8\u66f8\u306e\u8a72\u5f53\u306e\u7ae0\u3092\u958b\u304f","\u73fe\u5834\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u7279\u8a18\u4ed5\u69d8\u66f8\u3068\u8cea\u554f\u56de\u7b54\u66f8\u3092\u63a2\u3057\u3001\u540c\u3058\u90e8\u4f4d\u306b\u5b9a\u3081\u304c\u306a\u3044\u304b\u3092\u898b\u308b","\u53ef\u5426\u3068\u6839\u62e0\u3092\u30e1\u30fc\u30eb\u3067\u8fd4\u3057\u3001\u56de\u7b54\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u8a18\u9332\u3059\u308b","\u57fa\u6e96\u306b\u7121\u3044\u3082\u306e\u3001\u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u306b\u306a\u308b\u3082\u306e\u306f\u3001\u8ab2\u9577\u3068\u76f8\u8ac7\u3057\u3066\u6271\u3044\u3092\u6c7a\u3081\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u73fe\u5834\u306e\u62c5\u5f53\u304c\u3001\u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u5de5\u4e8b\u756a\u53f7\u3092\u9078\u3073\u3001\u5de5\u7a2e\u30fb\u90e8\u4f4d\u30fb\u8cea\u554f\u3092\u5165\u308c\u3066\u9001\u308b\uff08\u56f3\u9762\u306e\u5199\u3057\u3092\u4ed8\u3051\u3066\u3082\u3088\u3044\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5de5\u4e8b\u756a\u53f7\u304b\u3089\u5de5\u4e8b\u306e\u533a\u5206\uff08\u516c\u5171\uff0f\u6c11\u9593\uff09\u3068\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306e\u6240\u5728\u3092\u5f15\u304d\u3001\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u7d44\u307f\u7acb\u3066\u308b\n3. **\u3010\u81ea\u52d5\u3011** Agent Search\uff08\u65e7 Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u793e\u5185\u57fa\u6e96\u30fb\u901a\u9054\u30fb\u6a19\u6e96\u4ed5\u69d8\u66f8\u30fb\u305d\u306e\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001\u51fa\u5178\u3092\u4ed8\u3051\u3066\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u5178\u3092\u5c64\u306b\u5206\u3051\u3001\u51fa\u5178\u306b\u306a\u3063\u305f\u57fa\u6e96\u66f8\u306e\u7bc0\u304c\u6280\u8853\u901a\u9054\u3067\u6539\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u7ba1\u7406\u8868\u3067\u78ba\u304b\u3081\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u306e\u4e3b\u5f35\u3054\u3068\u306b\u3001\u88cf\u4ed8\u3051\u306e\u691c\u67fb\uff08check grounding API\uff09\u3067\u30af\u30ec\u30fc\u30e0\u5358\u4f4d\u306e\u652f\u6301\u306e\u5ea6\u5408\u3044\u3092\u6570\u5024\u306b\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u793e\u5185\u57fa\u6e96\u306b\u8a18\u8f09\u304c\u7121\u3044\u3001\u5c64\u306e\u9593\u3067\u98df\u3044\u9055\u3046\u3001\u652f\u6301\u304c\u4f4e\u3044\u3001\u300c\u6280\u8853\u90e8\u306e\u627f\u8a8d\u304c\u8981\u308b\u4ed5\u69d8\u300d\u306b\u5f53\u305f\u308b\u3001\u306e\u3044\u305a\u308c\u304b\u306a\u3089\u6280\u8853\u90e8\u306e\u5f85\u3061\u884c\u5217\u3078\u56de\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u305d\u308c\u4ee5\u5916\u306f\u3001\u5c64\u3054\u3068\u306e\u53ef\u5426\u3068\u51fa\u5178\u3092\u73fe\u5834\u306e\u753b\u9762\u306b\u8fd4\u3059\n8. **\u3010\u4eba\u3011** \u73fe\u5834\u306e\u62c5\u5f53\u304c\u51fa\u5178\u306e\u7bc0\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u6240\u9577\u306b\u5831\u544a\u3057\u3066\u65bd\u5de5\u306b\u9032\u3080\n9. **\u3010\u4eba\u3011** \u6280\u8853\u90e8\u306e\u62c5\u5f53\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u3082\u306e\u3060\u3051\u3092\u898b\u3066\u6271\u3044\u3092\u6c7a\u3081\u308b\n\n**6\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u73fe\u5834\u3078\u76f4\u63a5\u8fd4\u3059\u306e\u306f\u3001\u793e\u5185\u57fa\u6e96\u304c\u300c\u8a8d\u3081\u308b\u300d\u3068\u660e\u8a18\u3057\u3001\u305d\u306e\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306b\u5225\u306e\u5b9a\u3081\u304c\u7121\u3044\u5834\u5408\u3060\u3051\u3067\u3059\u3002**\u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u306b\u306a\u308b\u3082\u306e\u306f\u3001\u57fa\u6e96\u66f8\u3067\u8a8d\u3081\u3066\u3044\u3066\u3082\u5fc5\u305a\u6280\u8853\u90e8\u306b\u56de\u3057\u307e\u3059\u3002** \u6a19\u6e96\u4ed5\u69d8\u66f8\u306f\u3001\u8a2d\u8a08\u56f3\u66f8\u306b\u5b9a\u3081\u3089\u308c\u305f\u5de5\u6cd5\u4ee5\u5916\u3092\u63d0\u6848\u3059\u308b\u3068\u304d\u306f\u76e3\u7763\u8077\u54e1\u3068\u5354\u8b70\u3059\u308b\u3068\u3057\u3066\u304a\u308a\u3001\u793e\u5185\u3060\u3051\u3067\u6c7a\u3081\u3089\u308c\u306a\u3044\u304b\u3089\u3067\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u73fe\u5834\u306e\u62c5\u5f53\u304c\u3001\u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u3067\u5de5\u4e8b\u756a\u53f7\u3092\u9078\u3073\u3001\u5de5\u7a2e\u30fb\u90e8\u4f4d\u30fb\u8cea\u554f\u3092\u5165\u308c\u3066\u9001\u308b\uff08\u56f3\u9762\u306e\u5199\u3057\u3092\u4ed8\u3051\u3066\u3082\u3088\u3044\uff09","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5de5\u4e8b\u756a\u53f7\u304b\u3089\u5de5\u4e8b\u306e\u533a\u5206\uff08\u516c\u5171\uff0f\u6c11\u9593\uff09\u3068\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306e\u6240\u5728\u3092\u5f15\u304d\u3001\u691c\u7d22\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u7d44\u307f\u7acb\u3066\u308b","**\u3010\u81ea\u52d5\u3011** Agent Search\uff08\u65e7 Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u793e\u5185\u57fa\u6e96\u30fb\u901a\u9054\u30fb\u6a19\u6e96\u4ed5\u69d8\u66f8\u30fb\u305d\u306e\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001\u51fa\u5178\u3092\u4ed8\u3051\u3066\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u5178\u3092\u5c64\u306b\u5206\u3051\u3001\u51fa\u5178\u306b\u306a\u3063\u305f\u57fa\u6e96\u66f8\u306e\u7bc0\u304c\u6280\u8853\u901a\u9054\u3067\u6539\u3081\u3089\u308c\u3066\u3044\u306a\u3044\u304b\u3092\u7ba1\u7406\u8868\u3067\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u306e\u4e3b\u5f35\u3054\u3068\u306b\u3001\u88cf\u4ed8\u3051\u306e\u691c\u67fb\uff08check grounding API\uff09\u3067\u30af\u30ec\u30fc\u30e0\u5358\u4f4d\u306e\u652f\u6301\u306e\u5ea6\u5408\u3044\u3092\u6570\u5024\u306b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u793e\u5185\u57fa\u6e96\u306b\u8a18\u8f09\u304c\u7121\u3044\u3001\u5c64\u306e\u9593\u3067\u98df\u3044\u9055\u3046\u3001\u652f\u6301\u304c\u4f4e\u3044\u3001\u300c\u6280\u8853\u90e8\u306e\u627f\u8a8d\u304c\u8981\u308b\u4ed5\u69d8\u300d\u306b\u5f53\u305f\u308b\u3001\u306e\u3044\u305a\u308c\u304b\u306a\u3089\u6280\u8853\u90e8\u306e\u5f85\u3061\u884c\u5217\u3078\u56de\u3059","**\u3010\u81ea\u52d5\u3011** \u305d\u308c\u4ee5\u5916\u306f\u3001\u5c64\u3054\u3068\u306e\u53ef\u5426\u3068\u51fa\u5178\u3092\u73fe\u5834\u306e\u753b\u9762\u306b\u8fd4\u3059","**\u3010\u4eba\u3011** \u73fe\u5834\u306e\u62c5\u5f53\u304c\u51fa\u5178\u306e\u7bc0\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\u6240\u9577\u306b\u5831\u544a\u3057\u3066\u65bd\u5de5\u306b\u9032\u3080","**\u3010\u4eba\u3011** \u6280\u8853\u90e8\u306e\u62c5\u5f53\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u3082\u306e\u3060\u3051\u3092\u898b\u3066\u6271\u3044\u3092\u6c7a\u3081\u308b"],"architecture":"```\n\u793e\u5185\u306e\u554f\u3044\u5408\u308f\u305b\u753b\u9762\uff08\u5de5\u4e8b\u756a\u53f7\u30fb\u5de5\u7a2e\u30fb\u90e8\u4f4d\u30fb\u8cea\u554f\u30fb\u56f3\u9762\u306e\u5199\u3057\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u554f\u3044\u5408\u308f\u305b\u306e\u9001\u4fe1\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3001Cloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u5de5\u4e8b\u53f0\u5e33 \u2192 \u516c\u5171\uff0f\u6c11\u9593\u3001\u5de5\u4e8b\u756a\u53f7\u3054\u3068\u306e\u8a2d\u8a08\u56f3\u66f8\u306e\u6240\u5728\n   \u25bc\nAgent Search\uff08Vertex AI Search\uff09\u2500\u2500 answer \u30e1\u30bd\u30c3\u30c9\n   \u2502  \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff1a\u65bd\u5de5\u57fa\u6e96\u66f8\uff08\u7d0440\u7de8\uff09\uff0b\u6280\u8853\u901a\u9054\uff0b\u6a19\u6e96\u4ed5\u69d8\u66f8\uff08\u4ee4\u548c7\u5e74\u7248\uff09\n   \u2502               \uff0b\u5404\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u30fb\u8cea\u554f\u56de\u7b54\u66f8\u30fb\u73fe\u5834\u8aac\u660e\u66f8\n   \u2502  \u7d5e\u308a\u8fbc\u307f\uff1a\u793e\u5185\u6587\u66f8\u306f status: current\u3001\u73fe\u5834\u306e\u6587\u66f8\u306f project_id \u3067\u9650\u5b9a\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u51fa\u5178\u3092\u5c64\u306b\u5206\u3051\u308b\uff0f\u901a\u9054\u306e\u7ba1\u7406\u8868\u3067\u6539\u6b63\u3092\u78ba\u304b\u3081\u308b\n   \u25bc\ncheck grounding API \u2500\u2500 \u4e3b\u5f35\u3054\u3068\u306e\u652f\u6301\u306e\u5ea6\u5408\u3044\n   \u25bc\n\u632f\u308a\u5206\u3051\u306e\u898f\u5247\n   \u251c\u2500\u2500\u25b6 \u793e\u5185\u57fa\u6e96\u3067\u53ef\u30fb\u73fe\u5834\u306b\u5225\u306e\u5b9a\u3081\u7121\u3057 \u2192 \u73fe\u5834\u3078\u56de\u7b54\n   \u2514\u2500\u2500\u25b6 \u8a18\u8f09\u7121\u3057\u30fb\u5c64\u306e\u98df\u3044\u9055\u3044\u30fb\u627f\u8a8d\u304c\u8981\u308b\u4ed5\u69d8\u30fb\u4f4e\u3044\u652f\u6301 \u2192 \u6280\u8853\u90e8\u306e\u5f85\u3061\u884c\u5217\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| \u691c\u8a3c | Agent Search \u306e check grounding API\uff08\u4e3b\u5f35\u3054\u3068\u306e\u88cf\u4ed8\u3051\u306e\u6570\u5024\u5316\uff09 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u51fa\u5178\u306e\u6587\u5b57\u5217\u4e00\u81f4\u3092\u898b\u308b |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u753b\u9762\u30fb\u5de5\u4e8b\u53f0\u5e33\u30fb\u691c\u7d22\u30fb\u5f85\u3061\u884c\u5217\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u57fa\u6e96\u66f8\u30fb\u901a\u9054\u30fb\u8a2d\u8a08\u56f3\u66f8\u306e\u539f\u672c\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\uff09 | \u2500 |\n\n**\u5de5\u4e8b\u53f0\u5e33\u3068\u56de\u7b54\u306e\u8a18\u9332\u8868\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u5de5\u4e8b\u53f0\u5e33\u3092\u8aad\u3080\u3060\u3051\u3067\u3059\u3002**\u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u6280\u8853\u901a\u9054\u3054\u3068\u306b\u300c\u3069\u306e\u7de8\u306e\u3069\u306e\u7bc0\u3092\u6539\u3081\u305f\u304b\u300d\u3092\u7ba1\u7406\u8868\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002** \u3053\u308c\u304c\u7121\u3044\u3068\u3001\u7b2c1\u7ae0\u3067\u66f8\u3044\u305f\u6539\u6b63\u306e\u78ba\u8a8d\u304c\u3067\u304d\u307e\u305b\u3093\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` \u3067\u56de\u7b54\u306e\u6587\u306b\u51fa\u5178\u3092\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002\u95a2\u4fc2\u306e\u8584\u3044\u5185\u5bb9\u3057\u304b\u7121\u3044\u3068\u304d\u306f `ignoreLowRelevantContent` \u3067\u56de\u7b54\u3092\u4f5c\u3089\u305a\u3001\u7406\u7531\u3092 `answerSkippedReasons` \u3067\u8fd4\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u57fa\u6e96\u66f8\u306e\u7d0d\u307e\u308a\u56f3\u3068\u8868\u3092\u8aad\u3080\u306e\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u3059\u3002** \u6bb5\u843d\u30fb\u8868\u30fb\u753b\u50cf\u30fb\u30ea\u30b9\u30c8\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001PDF\u30fbDOCX\u30fbXLSX \u306a\u3069\u306b\u5bfe\u5fdc\u3059\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8868\u306e\u6ce8\u91c8\u3068\u753b\u50cf\u306e\u6ce8\u91c8\u3092\u4ed8\u3051\u308b\u8ffd\u52a0\u6a5f\u80fd\u304c\u3042\u308a\u3001**\u7d0d\u307e\u308a\u56f3\u306b\u8aac\u660e\u306e\u4ed8\u3044\u305f\u65ad\u7247\u3068\u3057\u3066\u691c\u7d22\u306b\u5165\u308a\u307e\u3059\u3002**\n\n**\u88cf\u4ed8\u3051\u306e\u691c\u67fb\u306f check grounding API \u3067\u884c\u3044\u307e\u3059\u3002** \u56de\u7b54\u306e\u5019\u88dc\u3068\u6839\u62e0\u306e\u65ad\u7247\uff08fact\uff09\u3092\u6e21\u3059\u3068\u30010\u304b\u30891\u306e\u652f\u6301\u306e\u5ea6\u5408\u3044\u3068\u4e3b\u5f35\u3054\u3068\u306e\u51fa\u5178\u3092\u8fd4\u3057\u3001\u30af\u30ec\u30fc\u30e0\u5358\u4f4d\u306e\u30b9\u30b3\u30a2\u3082\u6709\u52b9\u306b\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6839\u62e0\u306e\u65ad\u7247\u306f1\u56de\u306b200\u4ef6\u307e\u3067\u30011\u4ef61\u4e07\u6587\u5b57\u307e\u3067\u3001\u56de\u7b54\u306e\u5019\u88dc\u306f4,096\u30c8\u30fc\u30af\u30f3\u307e\u3067\u3067\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u73fe\u5834\u306e\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u753b\u9762\u304b\u3089\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u5de5\u4e8b\u756a\u53f7\u306f\u4e00\u89a7\u304b\u3089\u9078\u3070\u305b\u3001\u5de5\u7a2e\u3068\u90e8\u4f4d\u306f\u9078\u629e\u80a2\u306b\u3057\u307e\u3059\u3002**\u8cea\u554f\u306e\u672c\u6587\u306f\u81ea\u7531\u6587\u3067\u66f8\u304b\u305b\u307e\u3059\u304c\u3001\u5de5\u4e8b\u756a\u53f7\u3060\u3051\u306f\u5fc5\u9808\u306b\u3057\u307e\u3059\u3002** \u5de5\u4e8b\u756a\u53f7\u304c\u7121\u3044\u3068\u3001\u3069\u306e\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u3092\u898b\u308c\u3070\u3088\u3044\u304b\u304c\u6c7a\u307e\u3089\u305a\u3001\u793e\u5185\u57fa\u6e96\u306e\u5c64\u3057\u304b\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002\n\n**\u554f\u3044\u5408\u308f\u305b\u306f1\u4ef6\u305a\u3064\u3001\u9001\u3089\u308c\u305f\u305d\u306e\u5834\u3067\u51e6\u7406\u3057\u307e\u3059\u3002** \u73fe\u5834\u306f\u5354\u529b\u4f1a\u793e\u306e\u4f5c\u696d\u3092\u6b62\u3081\u3066\u5f85\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u6280\u8853\u901a\u9054\u304c\u767a\u884c\u3055\u308c\u305f\u3068\u304d\u3082\u3001\u5225\u306e\u8d77\u70b9\u3068\u3057\u3066\u52d5\u304b\u3057\u307e\u3059\u3002** \u901a\u9054\u306e\u7ba1\u7406\u8868\u306b\u884c\u304c\u8db3\u3055\u308c\u305f\u3089\u3001\u6539\u3081\u3089\u308c\u305f\u7bc0\u3092\u51fa\u5178\u306b\u3057\u3066\u904e\u53bb30\u65e5\u306b\u8fd4\u3057\u305f\u56de\u7b54\u3092\u62fe\u3044\u3001\u6280\u8853\u90e8\u306b\u4e00\u89a7\u3067\u77e5\u3089\u305b\u307e\u3059\u3002**\u6539\u6b63\u306e\u524d\u306b\u8fd4\u3057\u305f\u56de\u7b54\u3067\u3001\u307e\u3060\u65bd\u5de5\u3057\u3066\u3044\u306a\u3044\u73fe\u5834\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u305f\u3081\u3067\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u5de5\u4e8b\u756a\u53f7\u3001\u5de5\u7a2e\u3001\u90e8\u4f4d\u3001\u8cea\u554f\u306e\u672c\u6587\u3001\u56f3\u9762\u306e\u5199\u3057 | \u554f\u3044\u5408\u308f\u305b\u753b\u9762 |\n| \u5de5\u4e8b\u53f0\u5e33 | \u5de5\u4e8b\u756a\u53f7\u3001\u516c\u5171\uff0f\u6c11\u9593\u3001\u767a\u6ce8\u8005\u3001\u8a2d\u8a08\u56f3\u66f8\u306e\u6240\u5728\u3001\u5de5\u671f | \u5de5\u4e8b\u90e8\u306e\u53f0\u5e33 |\n| \u65bd\u5de5\u57fa\u6e96\u66f8 | \u7de8\u30fb\u7bc0\u3054\u3068\u306e\u6a19\u6e96\u306e\u7d0d\u307e\u308a\u3001\u8a8d\u3081\u308b\u4ed5\u69d8\uff0f\u8a8d\u3081\u306a\u3044\u4ed5\u69d8\uff0f\u627f\u8a8d\u304c\u8981\u308b\u4ed5\u69d8 | \u793e\u5185\u30dd\u30fc\u30bf\u30eb\u306ePDF |\n| \u6280\u8853\u901a\u9054 | \u901a\u9054\u306e\u756a\u53f7\u3001\u767a\u884c\u65e5\u3001\u6539\u3081\u305f\u7de8\u3068\u7bc0\u3001\u6539\u6b63\u306e\u5185\u5bb9 | \u793e\u5185\u30dd\u30fc\u30bf\u30eb\u306ePDF |\n| \u901a\u9054\u306e\u7ba1\u7406\u8868 | \u901a\u9054\u306e\u756a\u53f7\u3001\u6539\u3081\u305f\u7bc0\u306e\u4e00\u89a7\u3001\u57fa\u6e96\u66f8\u3078\u306e\u53cd\u6620\u306e\u6709\u7121 | \u6280\u8853\u90e8\u306e\u7ba1\u7406\u8868 |\n| \u6a19\u6e96\u4ed5\u69d8\u66f8 | \u516c\u5171\u5efa\u7bc9\u5de5\u4e8b\u6a19\u6e96\u4ed5\u69d8\u66f8\uff08\u5efa\u7bc9\u5de5\u4e8b\u7de8\uff09\u4ee4\u548c7\u5e74\u7248\u3068\u6b63\u8aa4\u8868 | \u56fd\u571f\u4ea4\u901a\u7701\u306e\u516c\u958b\u8cc7\u6599 |\n| \u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8 | \u7279\u8a18\u4ed5\u69d8\u66f8\u3001\u8cea\u554f\u56de\u7b54\u66f8\u3001\u73fe\u5834\u8aac\u660e\u66f8 | \u5de5\u4e8b\u3054\u3068\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u901a\u9054\u306e\u7ba1\u7406\u8868\u3068\u3001\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306b\u5de5\u4e8b\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u7ba1\u7406\u8868\u304c\u7121\u3051\u308c\u3070\u65e7\u3044\u8a18\u8ff0\u3092\u898b\u5206\u3051\u3089\u308c\u305a\u3001\u5de5\u4e8b\u756a\u53f7\u304c\u7121\u3051\u308c\u3070**\u5225\u306e\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u304c\u6839\u62e0\u3068\u3057\u3066\u8fd4\u308a\u307e\u3059\u3002** \u96a3\u306e\u73fe\u5834\u306e\u7279\u8a18\u3067\u300c\u53ef\u300d\u3068\u7b54\u3048\u308b\u306e\u306f\u3001\u4f55\u3082\u7b54\u3048\u306a\u3044\u3088\u308a\u60aa\u3044\u5931\u6557\u3067\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u57fa\u6e96\u66f8\u30fb\u901a\u9054\u30fb\u6a19\u6e96\u4ed5\u69d8\u66f8\u30fb\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306f\u3001Cloud Storage \u306b\u7f6e\u3044\u30661\u3064\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u6587\u66f8\u3054\u3068\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3001\u6587\u66f8\u306e\u7a2e\u985e\u3001\u7de8\u3068\u7bc0\u3001\u72b6\u614b\u3001\u5de5\u4e8b\u756a\u53f7\u3001\u767a\u884c\u65e5\u3092\u6301\u305f\u305b\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u516c\u5171\uff0f\u6c11\u9593\u3001\u8a2d\u8a08\u56f3\u66f8\u306e\u6240\u5728 | \u5de5\u4e8b\u53f0\u5e33 | \u7d5e\u308a\u8fbc\u307f\u3068\u3001\u6a19\u6e96\u4ed5\u69d8\u66f8\u3092\u898b\u308b\u304b\u306e\u5224\u65ad |\n| \u57fa\u6e96\u66f8\u306e\u7bc0\u306e\u65ad\u7247 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08`doc_type: internal_standard`\uff09 | \u793e\u5185\u57fa\u6e96\u306e\u5c64\u306e\u6839\u62e0 |\n| \u901a\u9054\u306e\u65ad\u7247 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08`doc_type: notice`\uff09 | \u6539\u6b63\u306e\u6839\u62e0 |\n| \u6a19\u6e96\u4ed5\u69d8\u66f8\u306e\u65ad\u7247 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08`doc_type: std_spec`\uff09 | \u8a2d\u8a08\u56f3\u66f8\u306e\u5c64\u306e\u6839\u62e0\uff08\u516c\u5171\u306e\u5de5\u4e8b\uff09 |\n| \u7279\u8a18\u4ed5\u69d8\u66f8\u30fb\u8cea\u554f\u56de\u7b54\u66f8\u306e\u65ad\u7247 | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08`doc_type: project_spec`\u3001`project_id`\uff09 | \u8a2d\u8a08\u56f3\u66f8\u306e\u5c64\u306e\u6839\u62e0 |\n| \u6539\u3081\u3089\u308c\u305f\u7bc0\u306e\u4e00\u89a7 | \u901a\u9054\u306e\u7ba1\u7406\u8868 | \u65e7\u3044\u8a18\u8ff0\u306e\u691c\u51fa |\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u793e\u5185\u6587\u66f8\u3068\u73fe\u5834\u306e\u6587\u66f8\u3067\u6761\u4ef6\u3092\u5206\u3051\u3066 OR \u3067\u3064\u306a\u304e\u307e\u3059\u3002** \u4f8b\u3048\u3070 `(doc_type: ANY(\"internal_standard\",\"notice\",\"std_spec\") AND status: ANY(\"current\")) OR (doc_type: ANY(\"project_spec\") AND project_id: ANY(\"K-2611\"))` \u306e\u3088\u3046\u306b\u66f8\u3051\u307e\u3059\u3002\u7d5e\u308a\u8fbc\u307f\u306f `AND`\u30fb`OR`\u30fb`NOT` \u3068\u62ec\u5f27\u3067\u7d44\u307f\u7acb\u3066\u3089\u308c\u3001\u4f7f\u3046\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u6c11\u9593\u306e\u5de5\u4e8b\u3067\u6a19\u6e96\u4ed5\u69d8\u66f8\u3092\u5f15\u3044\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001`std_spec` \u3092\u5f0f\u304b\u3089\u5916\u3057\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u57fa\u6e96\u66f8\u306e\u7248\u3092\u305d\u308d\u3048\u308b** \u2026 \u73fe\u884c\u7248\u3060\u3051\u306b `status: current` \u3092\u4ed8\u3051\u3001\u7f6e\u304d\u63db\u3048\u3089\u308c\u305f\u7248\u306b\u306f `retired` \u3092\u4ed8\u3051\u307e\u3059\n2. **\u7bc0\u756a\u53f7\u3092\u65ad\u7247\u304b\u3089\u8aad\u3081\u308b\u3088\u3046\u306b\u3059\u308b** \u2026 \u898b\u51fa\u3057\u306b\u300c\u9632\u6c34\u7de8 4.3\u300d\u306e\u3088\u3046\u306a\u7de8\u3068\u7bc0\u306e\u756a\u53f7\u304c\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **\u901a\u9054\u306e\u7ba1\u7406\u8868\u3092\u4f5c\u308b** \u2026 \u901a\u9054\u3054\u3068\u306b\u3001\u6539\u3081\u305f\u7de8\u3068\u7bc0\u30921\u884c\u305a\u3064\u66f8\u304d\u3001\u57fa\u6e96\u66f8\u306b\u53cd\u6620\u6e08\u307f\u304b\u306e\u5217\u3092\u6301\u305f\u305b\u307e\u3059\n4. **\u6a19\u6e96\u4ed5\u69d8\u66f8\u306f\u6b63\u8aa4\u8868\u3092\u53cd\u6620\u3057\u305f\u7248\u3092\u5165\u308c\u308b** \u2026 \u56fd\u571f\u4ea4\u901a\u7701\u306e\u30da\u30fc\u30b8\u306f\u6700\u65b0\u7248\u306e\u4f7f\u7528\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**\u5236\u5b9a\u7248\u3068\u6539\u5b9a\u7248\u3092\u4e21\u65b9\u5165\u308c\u307e\u305b\u3093**\n5. **\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306b\u5de5\u4e8b\u756a\u53f7\u3092\u4ed8\u3051\u308b** \u2026 \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u540d\u524d\u304b\u3089\u3067\u306f\u306a\u304f\u3001\u5de5\u4e8b\u53f0\u5e33\u306e\u5de5\u4e8b\u756a\u53f7\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u66f8\u304d\u307e\u3059\n6. **\u7ae3\u5de5\u3057\u305f\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u3092\u5916\u3059** \u2026 \u7ae3\u5de5\u3057\u305f\u3089 `status: closed` \u306b\u3057\u3001\u7d5e\u308a\u8fbc\u307f\u3067\u9664\u304d\u307e\u3059\n7. **\u6587\u66f8\u306e\u5206\u5272\u3092\u8a2d\u5b9a\u3059\u308b** \u2026 \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u3068\u304d\u306b\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u3001\u898b\u51fa\u3057\u3092\u5404\u65ad\u7247\u306b\u4ed8\u3051\u307e\u3059\n\n**7\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u5206\u5272\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u5909\u3048\u3089\u308c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65ad\u7247\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u6307\u5b9a\u3067\u304d\u3001\u898b\u51fa\u3057\u3092\u65ad\u7247\u306b\u542b\u3081\u308b\u8a2d\u5b9a\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09\u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001**\u300c\u9632\u6c34\u7de8\u306e4.3\u7bc0\u306e\u8868\u306e\u884c\u300d\u3067\u3042\u308b\u3053\u3068\u304c\u65ad\u7247\u3060\u3051\u3067\u5206\u304b\u308a\u307e\u3059\u3002** \u7bc0\u756a\u53f7\u304c\u65ad\u7247\u306b\u5165\u3089\u306a\u3044\u3068\u3001\u7b2c7\u7ae0\u306e\u5f8c\u6bb5\u3067\u901a\u9054\u306e\u7ba1\u7406\u8868\u3068\u7167\u3089\u305b\u307e\u305b\u3093\u3002\n\n**4\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5236\u5b9a\u7248\u3068\u6539\u5b9a\u7248\u304c\u4e21\u65b9\u5165\u3063\u3066\u3044\u308b\u3068\u3001\u6b63\u8aa4\u8868\u3067\u76f4\u3055\u308c\u305f\u7b87\u6240\u306b\u3064\u3044\u3066\u3001**\u76f4\u308b\u524d\u306e\u8a18\u8ff0\u304c\u51fa\u5178\u3068\u3057\u3066\u8fd4\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8cea\u554f\u306e\u90e8\u4f4d\u3068\u65bd\u5de5\u65b9\u6cd5\u306b\u5f53\u305f\u308b\u8a18\u8ff0\u3092\u3001\u793e\u5185\u57fa\u6e96\u306e\u5c64\u3068\u8a2d\u8a08\u56f3\u66f8\u306e\u5c64\u306b\u5206\u3051\u3066\u898b\u3064\u3051\u3001\u305d\u308c\u305e\u308c\u306e\u53ef\u5426\u3068\u51fa\u5178\u3092\u77ed\u304f\u8fd4\u3059\u3053\u3068\u3067\u3059\u3002**\n\n| \u5c64 | \u898b\u308b\u6587\u66f8 | \u8fd4\u3059\u3082\u306e |\n|:--|:--|:--|\n| \u793e\u5185\u57fa\u6e96 | \u65bd\u5de5\u57fa\u6e96\u66f8\u3001\u6280\u8853\u901a\u9054 | \u8a8d\u3081\u308b\uff0f\u8a8d\u3081\u306a\u3044\uff0f\u627f\u8a8d\u304c\u8981\u308b\uff0f\u8a18\u8f09\u306a\u3057\u3001\u7de8\u3068\u7bc0 |\n| \u8a2d\u8a08\u56f3\u66f8 | \u7279\u8a18\u4ed5\u69d8\u66f8\u3001\u8cea\u554f\u56de\u7b54\u66f8\u3001\u73fe\u5834\u8aac\u660e\u66f8\u3001\u6a19\u6e96\u4ed5\u69d8\u66f8 | \u5b9a\u3081\u3042\u308a\uff08\u5185\u5bb9\uff09\uff0f\u5b9a\u3081\u306a\u3057\u3001\u6587\u66f8\u3068\u7b87\u6240 |\n\n**2\u3064\u306e\u5c64\u3092\u6df7\u305c\u306a\u3044\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u6700\u3082\u5927\u4e8b\u306a\u70b9\u3067\u3059\u3002** \u793e\u5185\u57fa\u6e96\u306f\u81ea\u793e\u304c\u54c1\u8cea\u3092\u5b88\u308b\u305f\u3081\u306e\u6c7a\u307e\u308a\u3067\u3001\u8a2d\u8a08\u56f3\u66f8\u306f\u767a\u6ce8\u8005\u3068\u306e\u5951\u7d04\u306e\u4e2d\u8eab\u3067\u3059\u3002**\u793e\u5185\u57fa\u6e96\u3067\u8a8d\u3081\u308b\u7d0d\u307e\u308a\u3067\u3082\u3001\u7279\u8a18\u4ed5\u69d8\u66f8\u304c\u5225\u306e\u6750\u6599\u3092\u6307\u5b9a\u3057\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u73fe\u5834\u3067\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u9006\u306b\u3001\u7279\u8a18\u4ed5\u69d8\u66f8\u306b\u5b9a\u3081\u304c\u7121\u304f\u3066\u3082\u3001\u793e\u5185\u57fa\u6e96\u3067\u8a8d\u3081\u3066\u3044\u306a\u3044\u7d0d\u307e\u308a\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\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 | \u53ef\u5426\u306e\u6587\u306b\u51fa\u5178\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u8a18\u8f09\u304c\u7121\u3044\u3068\u304d\u306b\u7121\u7406\u306b\u7b54\u3048\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u8cea\u554f\u3067\u306a\u3044\u5165\u529b\u306b\u7b54\u3048\u306a\u3044 |\n| `searchResultMode` | `CHUNKS` | \u7bc0\u3084\u8868\u306e\u8a72\u5f53\u306e\u65ad\u7247\u3092\u8fd4\u3059 |\n| `maxReturnResults` | 15 | 4\u7a2e\u985e\u306e\u6587\u66f8\u304b\u3089\u62fe\u3046\u305f\u3081\u65e2\u5b9a\u306e10\u3088\u308a\u5897\u3084\u3059\u3002\u6700\u5927\u306f25 |\n| `filter` | \u524d\u7bc0\u306e\u5f0f | \u4ed6\u306e\u73fe\u5834\u3068\u65e7\u7248\u3092\u9664\u304f |\n| `answerLanguageCode` | `ja` | \u56de\u7b54\u3092\u65e5\u672c\u8a9e\u306b\u3059\u308b |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u5c64\u306e\u5206\u3051\u65b9\u3068\u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n**\u56de\u7b54\u304c\u8fd4\u3063\u305f\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u51fa\u5178\u306e `doc_type` \u3067\u5c64\u306b\u5206\u3051\u3001\u793e\u5185\u57fa\u6e96\u306e\u5c64\u306e\u51fa\u5178\u306e\u7bc0\u756a\u53f7\u3092\u901a\u9054\u306e\u7ba1\u7406\u8868\u3068\u7167\u3089\u3057\u307e\u3059\u3002** \u6539\u3081\u3089\u308c\u305f\u7bc0\u3067\u3001\u307e\u3060\u57fa\u6e96\u66f8\u306b\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u305d\u306e\u901a\u9054\u306e\u65ad\u7247\u304c\u51fa\u5178\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\u3002**\u5165\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u56de\u7b54\u3092\u73fe\u5834\u306b\u8fd4\u3055\u305a\u6280\u8853\u90e8\u3078\u56de\u3057\u307e\u3059\u3002**\n\n**\u6b21\u306b\u3001\u56de\u7b54\u306e\u4e3b\u5f35\u3054\u3068\u306b check grounding API \u306b\u304b\u3051\u307e\u3059\u3002** \u6839\u62e0\u306e\u65ad\u7247\u306b\u306f\u3001\u51fa\u5178\u306b\u306a\u3063\u305f\u65ad\u7247\u3092 `doc_type` \u306e\u5c5e\u6027\u4ed8\u304d\u3067\u6e21\u3057\u307e\u3059\u3002**\u793e\u5185\u57fa\u6e96\u306e\u5c64\u306e\u4e3b\u5f35\u304c\u8a2d\u8a08\u56f3\u66f8\u306e\u65ad\u7247\u3060\u3051\u3067\u652f\u3048\u3089\u308c\u3066\u3044\u305f\u3089\u3001\u5c64\u306e\u53d6\u308a\u9055\u3048\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u306e\u53ef\u5426\u306e\u5224\u65ad | \u76e3\u7763\u8077\u54e1\u3068\u306e\u5354\u8b70\u3068\u793e\u5185\u306e\u627f\u8a8d\u304c\u8981\u308b |\n| \u57fa\u6e96\u66f8\u306b\u7121\u3044\u5de5\u6cd5\u306e\u63d0\u6848 | \u4e00\u822c\u7684\u306a\u77e5\u8b58\u304b\u3089\u306e\u63d0\u6848\u306f\u3001\u904e\u53bb\u306e\u4e0d\u5177\u5408\u3092\u53d7\u3051\u305f\u793e\u5185\u306e\u6c7a\u307e\u308a\u306b\u53cd\u3057\u3046\u308b |\n| \u56f3\u9762\u3084\u5199\u771f\u304b\u3089\u306e\u7d0d\u307e\u308a\u306e\u5224\u5b9a | \u5bf8\u6cd5\u3084\u53d6\u308a\u5408\u3044\u306f\u73fe\u5834\u3067\u78ba\u304b\u3081\u308b |\n| \u4ed6\u306e\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u3092\u6839\u62e0\u306b\u3059\u308b\u3053\u3068 | \u73fe\u5834\u3054\u3068\u306b\u5951\u7d04\u304c\u9055\u3046 |\n| \u627f\u8a8d\u304c\u8981\u308b\u4ed5\u69d8\u3092\u300c\u53ef\u300d\u3068\u66f8\u304f\u3053\u3068 | \u6280\u8853\u90e8\u306e\u627f\u8a8d\u306e\u624b\u7d9a\u304d\u3092\u98db\u3070\u3055\u305b\u306a\u3044 |\n\n**2\u884c\u76ee\u304c\u6700\u3082\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u56de\u7b54\u3092\u4f5c\u308b\u30e2\u30c7\u30eb\u306f\u3001\u30b7\u30fc\u30ea\u30f3\u30b0\u306e\u6253\u3061\u66ff\u3048\u3084\u6c34\u5207\u308a\u306e\u4e00\u822c\u7684\u306a\u7d0d\u307e\u308a\u3092\u77e5\u3063\u3066\u3044\u307e\u3059\u3002**\u305d\u308c\u3067\u7b54\u3048\u308b\u3068\u3001\u793e\u5185\u57fa\u6e96\u306b\u7121\u3044\u300c\u3053\u306e\u7d0d\u307e\u308a\u3067\u53ef\u300d\u304c\u3001\u57fa\u6e96\u66f8\u306e\u7b54\u3048\u3068\u540c\u3058\u9854\u3067\u5c4a\u304d\u307e\u3059\u3002** \u691c\u7d22\u7d50\u679c\u306e\u6587\u66f8\u3060\u3051\u3067\u7b54\u3048\u308b\u3053\u3068\u3092\u6307\u793a\u3067\u660e\u8a18\u3057\u3001\u3055\u3089\u306b\u88cf\u4ed8\u3051\u306e\u691c\u67fb\u3067\u6570\u5024\u3068\u3057\u3066\u78ba\u304b\u3081\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\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5efa\u8a2d\u4f1a\u793e\u306e\u6280\u8853\u90e8\u3067\u3001\u73fe\u5834\u306e\u65bd\u5de5\u7ba1\u7406\u306e\u62c5\u5f53\u304b\u3089\u306e\u8cea\u554f\u306b\u3001\n\u793e\u5185\u306e\u65bd\u5de5\u57fa\u6e96\u3068\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u793a\u3059\u62c5\u5f53\u3067\u3059\u3002\n\u8aad\u3080\u306e\u306f\u73fe\u5834\u306e\u62c5\u5f53\u3067\u3001\u3042\u306a\u305f\u306e\u56de\u7b54\u3092\u898b\u3066\u51fa\u5178\u306e\u7bc0\u3092\u958b\u304d\u307e\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u6700\u521d\u306b\u300c\u793e\u5185\u57fa\u6e96\u300d\u3068\u3057\u3066\u3001\u65bd\u5de5\u57fa\u6e96\u66f8\u307e\u305f\u306f\u6280\u8853\u901a\u9054\u306e\u8a72\u5f53\u7b87\u6240\u3092\u66f8\u304d\u3001\n   \u300c\u8a8d\u3081\u308b\u300d\u300c\u8a8d\u3081\u306a\u3044\u300d\u300c\u627f\u8a8d\u304c\u8981\u308b\u300d\u300c\u8a18\u8f09\u306a\u3057\u300d\u306e\u3069\u308c\u304b1\u3064\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u6b21\u306b\u300c\u3053\u306e\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u300d\u3068\u3057\u3066\u3001\u7279\u8a18\u4ed5\u69d8\u66f8\u30fb\u8cea\u554f\u56de\u7b54\u66f8\u30fb\u73fe\u5834\u8aac\u660e\u66f8\u30fb\n   \u6a19\u6e96\u4ed5\u69d8\u66f8\u306b\u540c\u3058\u90e8\u4f4d\u306e\u5b9a\u3081\u304c\u3042\u308c\u3070\u3001\u6587\u66f8\u540d\u3068\u7b87\u6240\u3068\u5b9a\u3081\u306e\u5185\u5bb9\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u5b9a\u3081\u304c\u306a\u3051\u308c\u3070\u300c\u5b9a\u3081\u306a\u3057\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u6280\u8853\u901a\u9054\u3067\u6539\u3081\u3089\u308c\u305f\u7bc0\u306f\u3001\u901a\u9054\u306e\u756a\u53f7\u3068\u6539\u6b63\u5f8c\u306e\u5185\u5bb9\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u793e\u5185\u57fa\u6e96\u3068\u8a2d\u8a08\u56f3\u66f8\u30921\u3064\u306e\u6587\u306b\u307e\u3068\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5fc5\u305a\u5206\u3051\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u793e\u5185\u57fa\u6e96\u306e\u53ef\u5426\u306f\u3001\u65bd\u5de5\u57fa\u6e96\u66f8\u3068\u6280\u8853\u901a\u9054\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\u65bd\u5de5\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6a19\u6e96\u4ed5\u69d8\u66f8\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u793e\u5185\u57fa\u6e96\u306e\u53ef\u5426\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7279\u8a18\u4ed5\u69d8\u66f8\u3068\u793e\u5185\u57fa\u6e96\u306e\u5185\u5bb9\u304c\u9055\u3046\u3068\u304d\u306f\u3001\u3069\u3061\u3089\u304c\u3088\u3044\u304b\u3092\u66f8\u304b\u305a\u3001\n  \u300c\u793e\u5185\u57fa\u6e96\u3068\u7279\u8a18\u4ed5\u69d8\u66f8\u306e\u5b9a\u3081\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u6280\u8853\u90e8\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a2d\u8a08\u56f3\u66f8\u306b\u5b9a\u3081\u306e\u7121\u3044\u5de5\u6cd5\u3084\u6750\u6599\u306b\u66ff\u3048\u308b\u8cea\u554f\u306b\u306f\u3001\u53ef\u5426\u3092\u66f8\u304b\u305a\u3001\n  \u300c\u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u306b\u306a\u308b\u305f\u3081\u3001\u6280\u8853\u90e8\u306e\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5bf8\u6cd5\u3084\u6570\u5024\u306f\u3001\u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5ec3\u6b62\u3055\u308c\u305f\u57fa\u6e96\u66f8\u3084\u3001\u7ae3\u5de5\u3057\u305f\u4ed6\u306e\u73fe\u5834\u306e\u6587\u66f8\u3092\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u8a18\u8ff0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u793e\u5185\u57fa\u6e96\u306b\u8a72\u5f53\u3059\u308b\u8a18\u8ff0\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u6280\u8853\u90e8\u3078\u56de\u3057\u307e\u3059\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c1\u3064\u306e\u6587\u306b\u307e\u3068\u3081\u306a\u3044\u300d\u304c\u3001\u3053\u306e\u6307\u793a\u306e\u8981\u3067\u3059\u3002** \u4f55\u3082\u8a00\u308f\u306a\u3051\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306f\u300c\u793e\u5185\u57fa\u6e96\u3067\u306f\u53ef\u3067\u3059\u304c\u3001\u7279\u8a18\u4ed5\u69d8\u66f8\u3082\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u6ed1\u3089\u304b\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\u8aad\u307f\u624b\u306f\u524d\u534a\u3060\u3051\u3092\u8aad\u3093\u3067\u65bd\u5de5\u306b\u9032\u307f\u307e\u3059\u3002** \u5c64\u3054\u3068\u306b\u898b\u51fa\u3057\u3092\u5206\u3051\u3055\u305b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5c64\u3054\u3068\u306e\u5024\u3092\u53d6\u308a\u51fa\u305b\u308b\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u6587\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u753b\u9762\u306e\u5165\u529b\u304b\u3089\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** \u4f8b\u3048\u3070\u300c\u5de5\u7a2e\uff1a\u9632\u6c34\u3001\u90e8\u4f4d\uff1a\u5c4b\u4e0a\u306e\u7acb\u4e0a\u308a\u7aef\u90e8\u3001\u8cea\u554f\uff1a\u30a2\u30b9\u30d5\u30a1\u30eb\u30c8\u9632\u6c34\u306e\u7acb\u4e0a\u308a\u7aef\u90e8\u306e\u62bc\u3055\u3048\u91d1\u7269\u3092\u3001\u30a2\u30eb\u30df\u88fd\u304b\u3089\u6a39\u8102\u88fd\u306b\u66ff\u3048\u3066\u3088\u3044\u304b\u300d\u306e\u3088\u3046\u306b\u3001**\u5de5\u7a2e\u3068\u90e8\u4f4d\u3092\u5148\u306b\u4e26\u3079\u3001\u8cea\u554f\u306e\u672c\u6587\u3092\u6700\u5f8c\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u3068\u88cf\u4ed8\u3051\u306e\u691c\u67fb\u306e\u7d50\u679c\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u6574\u3048\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_id\": \"\",\n  \"project_id\": \"\",\n  \"project_type\": \"public | private\",\n  \"work_type\": \"\",\n  \"location\": \"\",\n  \"status\": \"answered | routed | skipped\",\n  \"route_reason\": \"not_in_standard | layer_conflict | design_change | approval_required | notice_missing | low_support | none\",\n  \"internal\": {\n    \"verdict\": \"allowed | not_allowed | approval_required | not_found\",\n    \"refs\": [ { \"doc_id\": \"\", \"section\": \"\", \"version\": \"\", \"uri\": \"\" } ],\n    \"amended_by\": [ { \"notice_no\": \"\", \"issued_on\": \"\", \"cited\": true } ]\n  },\n  \"design_docs\": {\n    \"has_provision\": true,\n    \"refs\": [ { \"doc_type\": \"project_spec | std_spec\", \"doc_id\": \"\", \"location\": \"\", \"summary\": \"\" } ]\n  },\n  \"claim_scores\": [ { \"layer\": \"internal | design_docs\", \"score\": 0 } ],\n  \"answer_text\": \"\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u30012\u3064\u306e\u5c64\u306e\u7d50\u8ad6\u3092\u5225\u3005\u306e\u5024\u3067\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u632f\u308a\u5206\u3051\u306f\u6587\u3092\u8aad\u3093\u3067\u6c7a\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001`internal.verdict` \u3068 `design_docs.has_provision` \u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| \u6761\u4ef6 | \u632f\u308a\u5206\u3051 |\n|:--|:--|\n| `internal.verdict` \u304c `not_found`\u3001\u307e\u305f\u306f\u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f | `routed`\uff0f`not_in_standard` |\n| `internal.verdict` \u304c `approval_required` | `routed`\uff0f`approval_required` |\n| \u56de\u7b54\u306b\u300c\u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u300d\u304c\u542b\u307e\u308c\u308b | `routed`\uff0f`design_change` |\n| \u56de\u7b54\u306b\u300c\u5b9a\u3081\u304c\u7570\u306a\u308a\u307e\u3059\u300d\u304c\u542b\u307e\u308c\u308b | `routed`\uff0f`layer_conflict` |\n| `amended_by` \u306b `cited: false` \u304c\u3042\u308b | `routed`\uff0f`notice_missing` |\n| `claim_scores` \u306e\u3069\u308c\u304b\u304c0.6\u672a\u6e80 | `routed`\uff0f`low_support` |\n| `internal.verdict` \u304c `allowed` \u307e\u305f\u306f `not_allowed` \u3067\u3001\u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 | `answered` |\n\n**2\u3064\u76ee\u306f\u3001`amended_by` \u3067\u901a\u9054\u306e\u78ba\u8a8d\u3092\u8a18\u9332\u306b\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u6539\u3081\u3089\u308c\u305f\u7bc0\u3092\u51fa\u5178\u306b\u3057\u305f\u56de\u7b54\u306b\u306f\u3001\u901a\u9054\u306e\u756a\u53f7\u3068\u3001\u305d\u308c\u3092\u56de\u7b54\u306b\u542b\u3081\u305f\u304b\u304c\u6b8b\u308a\u307e\u3059\u3002**\u901a\u9054\u306e\u767a\u884c\u5f8c\u306b\u300c\u3053\u306e\u7bc0\u3092\u51fa\u5178\u306b\u3057\u305f\u56de\u7b54\u300d\u3092\u62fe\u3046\u306e\u3082\u3001\u3053\u306e\u5024\u3067\u884c\u3044\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b\u753b\u9762 | \u793e\u5185\u5411\u3051\u306e\u753b\u9762 | \u8cea\u554f\u3092\u53d7\u3051\u3001\u5c64\u3054\u3068\u306e\u56de\u7b54\u3092\u8fd4\u3059 |\n| \u5de5\u4e8b\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a | \u516c\u5171\uff0f\u6c11\u9593\u3068\u8a2d\u8a08\u56f3\u66f8\u306e\u6240\u5728\u3092\u5f15\u304f |\n| \u901a\u9054\u306e\u7ba1\u7406\u8868 | \u8aad\u307f\u53d6\u308a | \u6539\u3081\u3089\u308c\u305f\u7bc0\u306e\u4e00\u89a7\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u6587\u66f8\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308b |\n| check grounding API | \u547c\u3073\u51fa\u3057 | \u4e3b\u5f35\u3054\u3068\u306e\u88cf\u4ed8\u3051\u3092\u6570\u5024\u306b\u3059\u308b |\n| \u6280\u8853\u90e8\u306e\u5f85\u3061\u884c\u5217 | \u66f8\u304d\u8fbc\u307f | \u56de\u3059\u3082\u306e\u3092\u3001\u8cea\u554f\u3068\u56de\u7b54\u306e\u5019\u88dc\u3068\u4e00\u7dd2\u306b\u8f09\u305b\u308b |\n| \u56de\u7b54\u306e\u8a18\u9332\u8868 | \u66f8\u304d\u8fbc\u307f | \u8fd4\u3057\u305f\u56de\u7b54\u3068\u632f\u308a\u5206\u3051\u306e\u7d50\u679c\u3092\u6b8b\u3059 |\n\n**\u5de5\u4e8b\u53f0\u5e33\u3068\u8a2d\u8a08\u56f3\u66f8\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5354\u8b70\u306e\u7d50\u679c\u3067\u8a2d\u8a08\u56f3\u66f8\u304c\u5909\u308f\u308b\u3068\u304d\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u73fe\u5834\u304c\u76e3\u7763\u8077\u54e1\u3068\u5354\u8b70\u3057\u3001\u5909\u66f4\u306e\u624b\u7d9a\u304d\u3092\u53d6\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u8a2d\u8a08\u56f3\u66f8\u306e\u5909\u66f4\u307e\u3067\u8a18\u9332\u3059\u308b\u3068\u3001\u5354\u8b70\u3092\u7d4c\u306a\u3044\u5909\u66f4\u304c\u8a18\u9332\u306e\u4e0a\u3067\u6210\u7acb\u3057\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u73fe\u5834\u3078\u76f4\u63a5\u8fd4\u3063\u305f\u56de\u7b54\u3082\u3001\u65bd\u5de5\u306b\u9032\u3080\u524d\u306b\u73fe\u5834\u306e\u62c5\u5f53\u304c\u51fa\u5178\u306e\u7bc0\u3092\u958b\u304d\u307e\u3059\u3002**\n\n1. **\u5de5\u4e8b\u756a\u53f7\u3068\u51fa\u5178\u306e\u73fe\u5834\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b** \u2026 \u8a2d\u8a08\u56f3\u66f8\u306e\u5c64\u306e\u51fa\u5178\u304c\u3001\u81ea\u5206\u306e\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u793e\u5185\u57fa\u6e96\u306e\u7bc0\u3092\u539f\u6587\u3067\u8aad\u3080** \u2026 \u56de\u7b54\u306e\u6587\u3067\u306f\u306a\u304f\u3001\u57fa\u6e96\u66f8\u306e\u7bc0\u306e\u7d0d\u307e\u308a\u56f3\u3068\u8868\u3092\u898b\u307e\u3059\n3. **\u901a\u9054\u306e\u6709\u7121\u3092\u898b\u308b** \u2026 `amended_by` \u306b\u901a\u9054\u304c\u3042\u308c\u3070\u3001\u901a\u9054\u306e\u672c\u6587\u3092\u958b\u304d\u307e\u3059\n4. **\u6240\u9577\u306b\u5831\u544a\u3059\u308b** \u2026 \u56de\u7b54\u306e\u51fa\u5178\u3092\u6dfb\u3048\u3066\u5831\u544a\u3057\u3001\u65bd\u5de5\u306b\u9032\u3080\u304b\u3092\u6240\u9577\u304c\u6c7a\u3081\u307e\u3059\n\n**\u6280\u8853\u90e8\u306e\u62c5\u5f53\u306f\u3001\u5f85\u3061\u884c\u5217\u306b\u56de\u3063\u3066\u304d\u305f\u3082\u306e\u3060\u3051\u3092\u898b\u307e\u3059\u3002** \u56de\u7b54\u306e\u5019\u88dc\u3068\u5c64\u3054\u3068\u306e\u51fa\u5178\u304c\u4ed8\u3044\u3066\u3044\u308b\u306e\u3067\u3001**\u6587\u66f8\u3092\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u3067\u306f\u306a\u304f\u3001\u5224\u65ad\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002** \u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u306b\u306a\u308b\u3082\u306e\u306f\u3001\u73fe\u5834\u304c\u76e3\u7763\u8077\u54e1\u3068\u5354\u8b70\u3059\u308b\u305f\u3081\u306e\u8cc7\u6599\u306e\u4f5c\u308a\u65b9\u307e\u3067\u6307\u793a\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5de5\u4e8b\u756a\u53f7\u304c\u5de5\u4e8b\u53f0\u5e33\u306b\u7121\u3044 | \u73fe\u5834\u306e\u6587\u66f8\u3067\u7d5e\u308a\u8fbc\u3081\u306a\u3044\u306e\u3067\u3001\u691c\u7d22\u305b\u305a\u306b\u6280\u8853\u90e8\u3078\u56de\u3059 |\n| \u793e\u5185\u57fa\u6e96\u306b\u8a18\u8f09\u304c\u7121\u3044 | \u56de\u7b54\u3092\u4f5c\u3089\u305a `not_in_standard` \u3067\u56de\u3059\u3002**\u6708\u6b21\u3067\u57fa\u6e96\u66f8\u306e\u8ffd\u8a18\u306e\u5019\u88dc\u306b\u3059\u308b** |\n| \u793e\u5185\u57fa\u6e96\u3068\u7279\u8a18\u4ed5\u69d8\u66f8\u304c\u98df\u3044\u9055\u3046 | `layer_conflict` \u3067\u56de\u3059\u3002\u6280\u8853\u90e8\u3068\u6240\u9577\u3067\u6271\u3044\u3092\u6c7a\u3081\u308b |\n| \u8a2d\u8a08\u56f3\u66f8\u306b\u7121\u3044\u5de5\u6cd5\u3078\u306e\u5909\u66f4 | `design_change` \u3067\u56de\u3059\u3002**\u76e3\u7763\u8077\u54e1\u3068\u306e\u5354\u8b70\u306e\u8cc7\u6599\u3065\u304f\u308a\u306b\u9032\u3080** |\n| \u6539\u3081\u3089\u308c\u305f\u7bc0\u3067\u901a\u9054\u304c\u51fa\u5178\u306b\u7121\u3044 | \u56de\u7b54\u3092\u8868\u793a\u305b\u305a `notice_missing` \u3067\u56de\u3057\u3001\u7ba1\u7406\u8868\u306e\u62c5\u5f53\u306b\u77e5\u3089\u305b\u308b |\n| \u88cf\u4ed8\u3051\u306e\u6570\u5024\u304c\u4f4e\u3044 | \u56de\u7b54\u3092\u8868\u793a\u305b\u305a `low_support` \u3067\u56de\u3059 |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u300c\u56de\u7b54\u3092\u4f5c\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u8868\u793a\u3057\u3001\u6280\u8853\u90e8\u3078\u56de\u3059 |\n\n**2\u884c\u76ee\u306f\u3001\u57fa\u6e96\u66f8\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u5de5\u7a2e\u306e\u540c\u3058\u90e8\u4f4d\u3067\u300c\u8a18\u8f09\u306a\u3057\u300d\u304c\u6bce\u6708\u51fa\u3066\u3044\u308b\u306a\u3089\u3001**\u305d\u306e\u7d0d\u307e\u308a\u3092\u57fa\u6e96\u66f8\u306b\u8db3\u3059\u3079\u304d\u3060\u3068\u3044\u3046\u5408\u56f3\u3067\u3059\u3002** \u6280\u8853\u90e8\u304c\u6271\u3044\u3092\u6c7a\u3081\u305f\u3089\u3001\u901a\u9054\u306b\u3059\u308b\u304b\u6b21\u306e\u6539\u8a02\u306b\u5165\u308c\u308b\u304b\u3092\u6708\u6b21\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u554f\u3044\u5408\u308f\u305b\u306e\u5168\u6587\uff08\u5de5\u4e8b\u756a\u53f7\u3001\u5de5\u7a2e\u3001\u90e8\u4f4d\u3001\u8cea\u554f\u3001\u56f3\u9762\u306e\u5199\u3057\uff09\u3068\u65e5\u6642\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d44\u307f\u7acb\u3066\u305f\u691c\u7d22\u306e\u6587\u3068\u3001\u4f7f\u3063\u305f\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u56de\u7b54\u3001\u51fa\u5178\u3001\u56de\u7b54\u3057\u306a\u304b\u3063\u305f\u7406\u7531\uff09\n- check grounding API \u306e\u7d50\u679c\uff08\u4e3b\u5f35\u3054\u3068\u306e\u652f\u6301\u306e\u5ea6\u5408\u3044\u3068\u51fa\u5178\uff09\n- \u632f\u308a\u5206\u3051\u306e\u7d50\u679c\u3068\u3001**\u6280\u8853\u90e8\u304c\u6700\u7d42\u7684\u306b\u6c7a\u3081\u305f\u6271\u3044**\n- **\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u57fa\u6e96\u66f8\u306e\u7248\u3068\u3001\u901a\u9054\u306e\u7ba1\u7406\u8868\u306e\u5185\u5bb9**\n\n**\u6700\u5f8c\u306e\u884c\u3092\u6b8b\u3059\u306e\u306f\u3001\u901a\u9054\u304c\u5f8c\u304b\u3089\u51fa\u308b\u305f\u3081\u3067\u3059\u3002** \u56de\u7b54\u3057\u305f\u6642\u70b9\u3067\u6539\u6b63\u304c\u7121\u304b\u3063\u305f\u306e\u304b\u3001\u6539\u6b63\u304c\u3042\u3063\u305f\u306e\u306b\u898b\u843d\u3068\u3057\u305f\u306e\u304b\u306f\u3001**\u5f53\u6642\u306e\u7ba1\u7406\u8868\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u533a\u5225\u3067\u304d\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u7279\u8a18\u4ed5\u69d8\u66f8\u304c\u793e\u5185\u57fa\u6e96\u3068\u9055\u3063\u3066\u3044\u305f\u3082\u306e\u3068\u3001\u901a\u9054\u3067\u6539\u3081\u3089\u308c\u305f\u7bc0\u306b\u95a2\u308f\u308b\u3082\u306e\u3092\u6570\u4ef6\u5165\u308c\u308b**\uff09\n2. \u305d\u306e30\u4ef6\u306b\u3064\u3044\u3066\u3001\u6280\u8853\u90e8\u304c\u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u7bc0\u3092\u898b\u3066\u3001\u3069\u3046\u7b54\u3048\u305f\u304b\u3092\u8a18\u9332\u304b\u3089\u62fe\u3046\n3. \u95a2\u4fc2\u3059\u308b\u5de5\u7a2e\u306e\u57fa\u6e96\u66f8\u3068\u901a\u9054\u3001\u8a72\u5f53\u3059\u308b\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u3092\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cc7\u6599\u3068\u3057\u3066\u8aad\u307f\u8fbc\u307e\u305b\u308b\n4. \u8cea\u554f\u3092\u8cbc\u308a\u3001\u300c\u6dfb\u4ed8\u306e\u8cc7\u6599\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u793e\u5185\u57fa\u6e96\u3068\u3001\u3053\u306e\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306b\u5206\u3051\u3066\u3001\u8a72\u5f53\u7b87\u6240\u3068\u53ef\u5426\u3092\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u30022\u3064\u30921\u3064\u306e\u6587\u306b\u307e\u3068\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u7b87\u6240\u3068\u53ef\u5426\u3092\u3001\u5f53\u6642\u306e\u6280\u8853\u90e8\u306e\u56de\u7b54\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u7bc0\u30fb\u540c\u3058\u53ef\u5426\u304c\u5c64\u3054\u3068\u306b\u51fa\u305f | **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| 2\u3064\u306e\u5c64\u30921\u3064\u306e\u6587\u306b\u307e\u3068\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u901a\u9054\u3067\u6539\u3081\u3089\u308c\u305f\u7bc0\u306e\u65e7\u3044\u8a18\u8ff0\u3092\u7b54\u3048\u305f | **\u901a\u9054\u306e\u7ba1\u7406\u8868\u304c\u5148\u3002** \u691c\u7d22\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u6280\u8853\u90e8\u306e\u62c5\u5f53\u8005\u304c\u8a18\u61b6\u3067\u88dc\u3063\u3066\u3044\u305f\u6539\u6b63\u304c\u3001\u3069\u308c\u3060\u3051\u6587\u66f8\u306e\u5916\u306b\u3042\u308b\u304b\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002** \u305d\u306e\u5834\u5408\u306f\u3001\u76f4\u8fd11\u5e74\u306e\u901a\u9054\u306b\u3064\u3044\u3066\u3001\u6539\u3081\u305f\u7bc0\u3092\u7ba1\u7406\u8868\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"\u57fa\u6e96\u66f8\u3068\u7279\u8a18\u4ed5\u69d8\u66f8\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3001\u6280\u8853\u90e8\u306e\u62c5\u5f53\u304c\u8cea\u554f\u3092\u8cbc\u3063\u3066\u805e\u304f \uff0f \u8a72\u5f53\u7b87\u6240\u306e\u691c\u7d22","semi_auto_setup":"\u4e0a\u8a18\uff0b\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u6280\u8853\u90e8\u306e\u62c5\u5f53\u304c\u691c\u7d22\u753b\u9762\u3067\u805e\u3044\u3066\u73fe\u5834\u306b\u7b54\u3048\u308b \uff0f \u5c64\u3054\u3068\u306e\u6839\u62e0\u4ed8\u304d\u306e\u56de\u7b54\u3068\u3001\u65e7\u7248\u30fb\u4ed6\u73fe\u5834\u306e\u9664\u5916","full_setup":"\u4e0a\u8a18\uff0b\u73fe\u5834\u306e\u753b\u9762\u304b\u3089\u76f4\u63a5\u805e\u304d\u3001\u901a\u9054\u306e\u7167\u5408\u3068\u88cf\u4ed8\u3051\u306e\u691c\u67fb\u3068\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3067\u3001\u793e\u5185\u57fa\u6e96\u3067\u53ef\u304b\u3064\u73fe\u5834\u306b\u5225\u306e\u5b9a\u3081\u304c\u7121\u3044\u3082\u306e\u3060\u3051\u3092\u73fe\u5834\u3078\u8fd4\u3059 \uff0f \u554f\u3044\u5408\u308f\u305b\u304b\u3089\u56de\u7b54\u30fb\u632f\u308a\u5206\u3051\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef615\u5206\u304c9\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u63a2\u3059\u6642\u9593\u306f\u7e2e\u307f\u307e\u3059\u304c\u3001\u6280\u8853\u90e8\u304c\u5168\u4ef6\u3092\u53d7\u3051\u3066\u7b54\u3048\u308b\u5f62\u306f\u5909\u308f\u308a\u307e\u305b\u3093\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\u5927\u304d\u3044\u306e\u306f\u3001**\u793e\u5185\u57fa\u6e96\u3067\u660e\u8a18\u3055\u308c\u305f\u53ef\u5426\u306e\u3046\u3061\u3001\u73fe\u5834\u306b\u5225\u306e\u5b9a\u3081\u304c\u7121\u3044\u3082\u306e\u304c\u6280\u8853\u90e8\u3092\u901a\u3089\u305a\u306b\u5b8c\u7d50\u3059\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e1\u304b\u6708\u3067\u3001\u6280\u8853\u90e8\u306e\u56de\u7b54\u3068\u691c\u7d22\u306e\u56de\u7b54\u304c\u5c64\u3054\u3068\u306b\u3069\u308c\u3060\u3051\u4e00\u81f4\u3059\u308b\u304b\u3092\u6570\u3048\u3001**\u8a2d\u8a08\u56f3\u66f8\u306e\u5c64\u306e\u4e00\u81f4\u7387\u3092\u898b\u3066\u304b\u3089\u73fe\u5834\u306b\u958b\u3044\u3066\u304f\u3060\u3055\u3044\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u793e\u5185\u57fa\u6e96\u3068\u7279\u8a18\u4ed5\u69d8\u66f8\u30921\u3064\u306e\u6587\u306b\u307e\u3068\u3081\u308b | **\u5c64\u3092\u5206\u3051\u3066\u66f8\u304b\u305b**\u3001\u5c64\u3054\u3068\u306e\u5024\u3067\u632f\u308a\u5206\u3051\u308b |\n| \u4ed6\u306e\u73fe\u5834\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u304c\u51fa\u5178\u306b\u306a\u308b | \u73fe\u5834\u306e\u6587\u66f8\u306f `project_id` \u3067\u5fc5\u305a\u7d5e\u308a\u8fbc\u3080 |\n| \u901a\u9054\u3067\u6539\u3081\u3089\u308c\u305f\u7bc0\u306e\u65e7\u3044\u8a18\u8ff0\u3092\u7b54\u3048\u308b | \u901a\u9054\u306e\u7ba1\u7406\u8868\u3068\u51fa\u5178\u306e\u7bc0\u756a\u53f7\u3092\u6a5f\u68b0\u3067\u7167\u3089\u3059 |\n| \u4e00\u822c\u7684\u306a\u7d0d\u307e\u308a\u306e\u77e5\u8b58\u3067\u7b54\u3048\u308b | \u88cf\u4ed8\u3051\u306e\u691c\u67fb\u306b\u304b\u3051\u3001\u6570\u5024\u304c\u4f4e\u3051\u308c\u3070\u8868\u793a\u3057\u306a\u3044 |\n| \u65ad\u7247\u304b\u3089\u7bc0\u756a\u53f7\u304c\u8aad\u3081\u306a\u3044 | \u898b\u51fa\u3057\u3092\u65ad\u7247\u306b\u542b\u3081\u308b\u8a2d\u5b9a\u3092\u6709\u52b9\u306b\u3059\u308b\u3002**\u4f5c\u6210\u5f8c\u306b\u306f\u5909\u3048\u3089\u308c\u306a\u3044** |\n| \u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u3092\u300c\u53ef\u300d\u3068\u7b54\u3048\u308b | \u6307\u793a\u3067\u53ef\u5426\u3092\u66f8\u304b\u305b\u305a\u3001`design_change` \u3067\u5fc5\u305a\u56de\u3059 |\n| \u6c11\u9593\u306e\u5de5\u4e8b\u3067\u8a2d\u8a08\u56f3\u66f8\u304c\u672a\u767b\u9332 | \u7740\u5de5\u306e\u6642\u70b9\u3067\u767b\u9332\u3059\u308b\u3002**\u672a\u767b\u9332\u306e\u9593\u306f\u5168\u4ef6\u3092\u6280\u8853\u90e8\u3078** |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u300c\u66f8\u3044\u3066\u3042\u308b\u3053\u3068\u306f\u6b63\u3057\u3044\u304c\u3001\u3053\u306e\u73fe\u5834\u306e\u3053\u306e\u6642\u70b9\u3067\u306f\u9055\u3046\u300d\u3068\u3044\u3046\u5931\u6557\u3067\u3001**\u5c64\u3068\u5de5\u4e8b\u756a\u53f7\u3068\u901a\u9054\u3092\u3001\u6587\u3067\u306f\u306a\u304f\u5024\u3067\u691c\u67fb\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u73fe\u5834\u306b\u958b\u3051\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u793e\u5185\u306e\u65bd\u5de5\u57fa\u6e96\u3001\u904e\u53bb\u306e\u4e0d\u5177\u5408\u3092\u53d7\u3051\u305f\u6280\u8853\u901a\u9054\u3001\u767a\u6ce8\u8005\u3054\u3068\u306e\u7279\u8a18\u4ed5\u69d8\u66f8\u3068\u8cea\u554f\u56de\u7b54\u66f8\u3067\u3059\u3002**\u7279\u8a18\u4ed5\u69d8\u66f8\u3068\u8cea\u554f\u56de\u7b54\u66f8\u306f\u767a\u6ce8\u8005\u3068\u306e\u5951\u7d04\u306e\u4e00\u90e8\u3067\u3001\u6a19\u6e96\u4ed5\u69d8\u66f8\u3082\u3001\u8a2d\u8a08\u56f3\u66f8\u3092\u5de5\u4e8b\u306e\u65bd\u5de5\u306e\u76ee\u7684\u4ee5\u5916\u3067\u7b2c\u4e09\u8005\u306b\u4f7f\u308f\u305b\u305f\u308a\u95b2\u89a7\u3055\u305b\u305f\u308a\u3057\u306a\u3044\u3088\u3046\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**\n\n1. **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f7f\u3048\u308b\u4eba\u3092\u793e\u5185\u306e\u5de5\u4e8b\u90e8\u3068\u6280\u8853\u90e8\u306b\u9650\u308b** \u2026 \u5354\u529b\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u306b\u306f\u958b\u304b\u305a\u3001\u56de\u7b54\u306f\u793e\u54e1\u304c\u4f1d\u3048\u307e\u3059\n2. **\u73fe\u5834\u306e\u8a2d\u8a08\u56f3\u66f8\u306f\u3001\u305d\u306e\u73fe\u5834\u306e\u62c5\u5f53\u3060\u3051\u304c\u5f15\u3051\u308b\u3088\u3046\u306b\u3059\u308b** \u2026 \u5de5\u4e8b\u756a\u53f7\u3067\u306e\u7d5e\u308a\u8fbc\u307f\u306f\u753b\u9762\u306e\u5074\u3067\u56fa\u5b9a\u3057\u3001\u62c5\u5f53\u8005\u304c\u4ed6\u306e\u5de5\u4e8b\u756a\u53f7\u3092\u9078\u3079\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\n3. **\u65bd\u5de5\u306e\u53ef\u5426\u3092AI\u306b\u6c7a\u3081\u3055\u305b\u306a\u3044** \u2026 \u8a2d\u8a08\u56f3\u66f8\u3068\u7570\u306a\u308b\u65bd\u5de5\u306f\u3001\u76e3\u7763\u8077\u54e1\u3068\u306e\u5354\u8b70\u3068\u793e\u5185\u306e\u627f\u8a8d\u3067\u6c7a\u3081\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u6839\u62e0\u306e\u7b87\u6240\u3068\u3001\u793e\u5185\u57fa\u6e96\u306e\u8a18\u8ff0\u3069\u304a\u308a\u306e\u53ef\u5426\u3060\u3051\u3067\u3059**\n4. **\u73fe\u5834\u3078\u76f4\u63a5\u8fd4\u3059\u7bc4\u56f2\u3092\u898f\u5247\u3067\u6c7a\u3081\u308b** \u2026 \u793e\u5185\u57fa\u6e96\u3067\u53ef\u5426\u304c\u660e\u8a18\u3055\u308c\u3001\u73fe\u5834\u306b\u5225\u306e\u5b9a\u3081\u304c\u7121\u3044\u3082\u306e\u3060\u3051\u306b\u3057\u3001\u7bc4\u56f2\u3092\u5e83\u3052\u308b\u3068\u304d\u306f\u6280\u8853\u90e8\u9577\u304c\u6c7a\u3081\u307e\u3059\n5. **\u767a\u6ce8\u8005\u306b\u8aac\u660e\u3067\u304d\u308b\u8a18\u9332\u3092\u6b8b\u3059** \u2026 \u65bd\u5de5\u306e\u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u306e\u7248\u3068\u7b87\u6240\u3001\u6280\u8853\u90e8\u306e\u6700\u7d42\u306e\u6271\u3044\u3092\u5bfe\u3067\u6b8b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5951\u7d04\u3068\u7570\u306a\u308b\u65bd\u5de5\u304c\u884c\u308f\u308c\u308b\u3053\u3068\u3068\u3001\u793e\u5185\u3067\u7981\u3058\u305f\u7d0d\u307e\u308a\u304c\u65bd\u5de5\u3055\u308c\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** 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\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u901a\u9054\u306e\u7167\u5408\u3001\u88cf\u4ed8\u3051\u306e\u691c\u67fb\u3092\u4f5c\u308a\u3001\u6280\u8853\u90e8\u304c\u53d7\u3051\u305f\u554f\u3044\u5408\u308f\u305b\u306b\u56de\u7b54\u306e\u5019\u88dc\u3092\u4ed8\u3051\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u306e `includeCitations`\u3001`ignoreLowRelevantContent`\u3001`ignoreNonAnswerSeekingQuery`\u3001`answerSkippedReasons`\u3001`preamble`\u3001`answerLanguageCode`\u3001`filter`\u3001`searchResultMode`\uff08`DOCUMENTS`\uff0f`CHUNKS`\uff09\u3001`maxReturnResults` \u304c\u65e2\u5b9a10\u30fb\u6700\u592725\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-07 |\n| check grounding API \u304c0\u301c1\u306e\u652f\u6301\u306e\u5ea6\u5408\u3044\u3068\u4e3b\u5f35\u3054\u3068\u306e\u51fa\u5178\u3092\u8fd4\u3057\u3001\u30af\u30ec\u30fc\u30e0\u5358\u4f4d\u306e\u30b9\u30b3\u30a2\u3092\u6709\u52b9\u306b\u3067\u304d\u308b\u3053\u3068\u3002\u6839\u62e0\u306e\u65ad\u7247\u304c200\u4ef6\u307e\u3067\u30fb1\u4ef61\u4e07\u6587\u5b57\u307e\u3067\u3001\u56de\u7b54\u306e\u5019\u88dc\u304c4,096\u30c8\u30fc\u30af\u30f3\u307e\u3067\u3001\u51fa\u5178\u306e\u5883\u76ee\u306e\u65e2\u5b9a\u304c0.6\u3067\u3042\u308b\u3053\u3068\u3002\u65ad\u7247\u306b\u5c5e\u6027\u3092\u4ed8\u3051\u3089\u308c\u308b\u3053\u3068 | [Google Cloud: Check grounding](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/check-grounding) | 2026-10-07 |\n| \u7d5e\u308a\u8fbc\u307f\u306e `ANY()`\u3001`AND`\uff0f`OR`\uff0f`NOT`\u3001\u62ec\u5f27\u3001\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u304c\u4f7f\u3048\u308b\u3053\u3068\u3002\u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [Google Cloud: Filter custom search for structured or unstructured data](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-07 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c\u6bb5\u843d\u30fb\u8868\u30fb\u753b\u50cf\u30fb\u30ea\u30b9\u30c8\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001PDF\u30fbDOCX\u30fbXLSX 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[\u56fd\u571f\u4ea4\u901a\u7701: \u516c\u5171\u5efa\u7bc9\u5de5\u4e8b\u6a19\u6e96\u4ed5\u69d8\u66f8\uff08\u5efa\u7bc9\u5de5\u4e8b\u7de8\uff09\u4ee4\u548c7\u5e74\u7248](https:\/\/www.mlit.go.jp\/gobuild\/kenchiku_hyoushi.html) | 2026-10-07 |\n| 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