{"id":14609,"date":"2026-10-07T10:04:15","date_gmt":"2026-10-07T01:04:15","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/university-academic-rules-search\/"},"modified":"2026-10-07T10:04:15","modified_gmt":"2026-10-07T01:04:15","slug":"university-academic-rules-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/university-academic-rules-search\/","title":{"rendered":"\u5927\u5b66\u306e\u6559\u52d9\u62c5\u5f53\u304c\u5b66\u751f\u3068\u6559\u54e1\u304b\u3089\u53d7\u3051\u308b\u5c65\u4fee\u30fb\u6210\u7e3e\u30fb\u4f11\u5b66\u306e\u8cea\u554f\u306b\u3001\u5165\u5b66\u5e74\u5ea6\u306b\u5408\u3063\u305f\u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u901a\u77e5\u3092\u63a2\u3057\u3001\u6839\u62e0\u306e\u6761\u9805\u4ed8\u304d\u3067\u56de\u7b54\u6848\u3092\u8fd4\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5b66\u751f\u3084\u6559\u54e1\u304b\u3089\u5c65\u4fee\u30fb\u6210\u7e3e\u30fb\u4f11\u5b66\u306e\u624b\u7d9a\u304d\u3092\u805e\u304b\u308c\u305f\u3068\u304d\u3001\u305d\u306e\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u3068\u5b66\u90e8\u306b\u9069\u7528\u3055\u308c\u308b\u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u30fb\u901a\u77e5\u304b\u3089\u3001\u8a72\u5f53\u3059\u308b\u6761\u9805\u3092\u63a2\u3057\u307e\u3059\u3002\u6761\u9805\u756a\u53f7\u3092\u4ed8\u3051\u305f\u56de\u7b54\u6848\u3092\u4f5c\u308a\u3001\u6559\u52d9\u62c5\u5f53\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u8fd4\u4fe1\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0689","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-07","trigger":"**\u53d6\u308a\u8fbc\u307f\u3068\u8cea\u554f\u3067\u3001\u8d77\u70b9\u304c2\u3064\u3042\u308a\u307e\u3059\u3002**\n\n**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u6559\u52d9\u8ab2\u304c\u898f\u7a0b\u306e\u6539\u6b63\u3001\u307e\u305f\u306f\u901a\u77e5\u306e\u767a\u51fa\u3092\u7248\u306e\u53f0\u5e33\u306b\u767b\u9332\u3057\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u6539\u6b63\u306f\u5e74\u306b\u6570\u56de\u3001\u901a\u77e5\u306f\u6708\u306b\u6570\u4ef6\u3067\u3059\u3002**\u53e4\u3044\u7248\u306f\u6d88\u3057\u307e\u305b\u3093\u3002** \u5728\u5b66\u751f\u306b\u9069\u7528\u3055\u308c\u308b\u9650\u308a\u3001\u305d\u306e\u7248\u3067\u7b54\u3048\u308b\u8cea\u554f\u304c\u6765\u307e\u3059\u3002**\u6700\u5f8c\u306e\u5728\u5b66\u751f\u304c\u5352\u696d\u3057\u305f\u7248\u306f\u3001\u53f0\u5e33\u3067 `retired` \u306b\u3057\u3066\u7d5e\u308a\u8fbc\u307f\u304b\u3089\u5916\u3057\u307e\u3059\u3002**\n\n**\u8cea\u554f\u306e\u5074\u306f\u3001\u6559\u52d9\u62c5\u5f53\u304c\u56de\u7b54\u652f\u63f4\u306e\u753b\u9762\u3067\u300c\u56de\u7b54\u6848\u3092\u4f5c\u308b\u300d\u3092\u62bc\u3057\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** \u5b66\u751f\u304b\u3089\u306e\u30e1\u30fc\u30eb\u3092\u81ea\u52d5\u3067\u8aad\u307e\u305b\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002**\u30e1\u30fc\u30eb\u306b\u306f\u6c0f\u540d\u3068\u5b66\u7c4d\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u6559\u52d9\u62c5\u5f53\u304c\u8981\u70b9\u3060\u3051\u3092\u753b\u9762\u306b\u5165\u308c\u76f4\u3057\u307e\u3059\u3002**\n\n**\u7e41\u5fd9\u671f\u306e4\u6708\u30689\u6708\u306f\u3001\u540c\u3058\u8cea\u554f\u304c\u77ed\u3044\u9593\u306b\u96c6\u4e2d\u3057\u307e\u3059\u3002** \u5c65\u4fee\u767b\u9332\u306e\u4e0a\u9650\u3084\u767b\u9332\u306e\u53d6\u308a\u6d88\u3057\u306e\u671f\u9650\u306a\u3069\u3001**\u540c\u3058\u7248\u30fb\u540c\u3058\u6761\u9805\u3067\u7b54\u3048\u308b\u8cea\u554f\u304c\u4f55\u5341\u4ef6\u3082\u7d9a\u304d\u307e\u3059\u3002** \u56de\u7b54\u6848\u306f1\u4ef6\u305a\u3064\u4f5c\u308a\u307e\u3059\u304c\u3001\u6559\u52d9\u62c5\u5f53\u306f2\u4ef6\u76ee\u304b\u3089\u306f\u6761\u9805\u306e\u78ba\u8a8d\u3092\u77ed\u304f\u3067\u304d\u307e\u3059\u3002\n\n**\u5165\u5b66\u5e74\u5ea6\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u3068\u304d\u306f\u52d5\u304b\u3057\u307e\u305b\u3093\u3002** \u7248\u3092\u7d5e\u308c\u306a\u3044\u691c\u7d22\u306f\u3001**\u3053\u306e\u69cb\u6210\u304c\u3044\u3061\u3070\u3093\u9632\u304e\u305f\u3044\u7248\u306e\u53d6\u308a\u9055\u3048\u3092\u3001\u305d\u306e\u307e\u307e\u8d77\u3053\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5b66\u5247 | \u672c\u5247\u3068\u9644\u5247\uff08\u7d4c\u904e\u63aa\u7f6e\uff09\u3002\u6539\u6b63\u3054\u3068\u306b1\u30d5\u30a1\u30a4\u30eb | \u6559\u52d9\u8ab2\u306e\u539f\u672c\uff08Cloud Storage \u3078\u8907\u88fd\uff09 |\n| \u6559\u52d9\u898f\u7a0b | \u5c65\u4fee\u30fb\u8a66\u9a13\u30fb\u6210\u7e3e\u8a55\u4fa1\u30fb\u8ffd\u8a66\u9a13\u30fb\u518d\u8a66\u9a13\u306e\u624b\u7d9a\u304d\u3002\u6539\u6b63\u3054\u3068\u306b1\u30d5\u30a1\u30a4\u30eb | \u540c\u4e0a |\n| \u5c65\u4fee\u8981\u9805 | \u5b66\u90e8\u30fb\u5165\u5b66\u5e74\u5ea6\u3054\u3068\u306e\u5352\u696d\u8981\u4ef6\u3001\u5c65\u4fee\u767b\u9332\u306e\u4e0a\u9650\u3001\u79d1\u76ee\u306e\u533a\u5206 | \u540c\u4e0a |\n| \u901a\u77e5 | \u6559\u52d9\u59d4\u54e1\u4f1a\u306e\u6c7a\u5b9a\u3001\u7279\u4f8b\u306e\u6271\u3044\u3001\u624b\u7d9a\u304d\u306e\u671f\u65e5\u306e\u5909\u66f4\u3002\u52b9\u529b\u306e\u671f\u9593\u4ed8\u304d | \u540c\u4e0a |\n| \u7248\u306e\u53f0\u5e33 | \u6587\u66f8\u306e\u7a2e\u985e\u3001\u5b66\u90e8\u3001\u9069\u7528\u3059\u308b\u5165\u5b66\u5e74\u5ea6\u306e\u59cb\u3081\u3068\u7d42\u308f\u308a\u3001\u52b9\u529b\u306e\u59cb\u3081\u3068\u7d42\u308f\u308a\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u5834\u6240 | \u6559\u52d9\u8ab2\u304c\u4f5c\u308b\u4e00\u89a7 |\n| \u8cea\u554f\u306e\u8981\u70b9 | \u5165\u5b66\u5e74\u5ea6\u3001\u5b66\u90e8\u3001\u5b66\u5e74\u3001\u8cea\u554f\u306e\u8981\u70b9\uff081\u301c3\u6587\uff09 | \u56de\u7b54\u652f\u63f4\u306e\u753b\u9762 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u7248\u306e\u53f0\u5e33\u306e\u5165\u5b66\u5e74\u5ea6\u306e\u5217\u3067\u3059\u3002** \u9644\u5247\u306e\u7d4c\u904e\u63aa\u7f6e\u3092\u8aad\u307f\u3001**\u3069\u306e\u5165\u5b66\u5e74\u5ea6\u304b\u3089\u3069\u306e\u5165\u5b66\u5e74\u5ea6\u307e\u3067\u306b\u305d\u306e\u7248\u304c\u9069\u7528\u3055\u308c\u308b\u304b**\u3092\u3001\u6559\u52d9\u8ab2\u306e\u8077\u54e1\u304c\u53f0\u5e33\u306b\u66f8\u304d\u307e\u3059\u3002\u3053\u3053\u3092\u751f\u6210AI\u306b\u8aad\u307e\u305b\u3066\u6c7a\u3081\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n**\u901a\u77e5\u306b\u306f\u3001\u52b9\u529b\u306e\u671f\u9593\u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002** \u300c\u4ee4\u548c6\u5e74\u5ea6\u306b\u9650\u308a\u8ffd\u8a66\u9a13\u306e\u7533\u8acb\u671f\u9593\u3092\u5ef6\u9577\u3059\u308b\u300d\u3068\u3044\u3046\u901a\u77e5\u306f\u3001**\u7fcc\u5e74\u5ea6\u306b\u306f\u52b9\u529b\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u671f\u9593\u306e\u7121\u3044\u901a\u77e5\u306f\u3001\u53d6\u308a\u8fbc\u307f\u3092\u6b62\u3081\u307e\u3059\u3002","data_source":"**\u53d6\u308a\u8fbc\u307f\u3067\u306f\u3001\u7248\u306e\u53f0\u5e33\u304b\u3089 JSONL \u3092\u4f5c\u308a\u307e\u3059\u3002** 1\u6587\u66f8\u306b\u3064\u304d1\u884c\u3067\u3001`structData` \u306b\u7248\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5165\u308c\u307e\u3059\u3002\n\n```json\n{\"id\": \"rishu-econ-2022\",\n \"structData\": {\"doc_type\": \"rishu_yoko\", \"faculty\": \"ECON\",\n   \"cohort_from\": 2022, \"cohort_to\": 2023,\n   \"effective_from\": \"2022-04-01\", \"effective_to\": \"9999-12-31\",\n   \"title\": \"\u7d4c\u6e08\u5b66\u90e8 \u5c65\u4fee\u8981\u9805\uff082022\u30fb2023\u5e74\u5ea6\u5165\u5b66\u8005\uff09\"},\n \"content\": {\"mimeType\": \"application\/pdf\",\n   \"uri\": \"gs:\/\/academic-rules\/rishu\/econ_2022.pdf\"}}\n```\n\n`doc_type` \u306f `gakusoku`\uff08\u5b66\u5247\uff09\uff0f`kyomu_kitei`\uff08\u6559\u52d9\u898f\u7a0b\uff09\uff0f`rishu_yoko`\uff08\u5c65\u4fee\u8981\u9805\uff09\uff0f`tsuchi`\uff08\u901a\u77e5\uff09\u306e4\u3064\u3001`faculty` \u306f\u5b66\u90e8\u306e\u8a18\u53f7\u3068\u3001\u5168\u5b66\u5171\u901a\u306e `ALL` \u3067\u3059\u3002**`doc_type`\u30fb`faculty`\u30fb`cohort_from`\u30fb`cohort_to`\u30fb`effective_from`\u30fb`effective_to` \u306f\u3001\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002** \u5165\u5b66\u5e74\u5ea6\u306f\u6570\u5024\u306e\u9805\u76ee\u306b\u3057\u3001\u6bd4\u3079\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**\u8cea\u554f\u306e\u3068\u304d\u306e\u7d5e\u308a\u8fbc\u307f\u306f\u3001\u6b21\u306e\u5f62\u3067\u4f5c\u308a\u307e\u3059\u3002** 2023\u5e74\u5ea6\u5165\u5b66\u306e\u7d4c\u6e08\u5b66\u90e8\u306e\u5b66\u751f\u3001\u4eca\u65e5\u304c2026\u5e7410\u67087\u65e5\u306e\u5834\u5408\u3067\u3059\u3002\n\n```\nfaculty: ANY(\"ECON\", \"ALL\")\nAND cohort_from <= 2023 AND cohort_to >= 2023\nAND effective_from <= \"2026-10-07\" AND effective_to >= \"2026-10-07\"\n```\n\n**\u5165\u5b66\u5e74\u5ea6\u306e\u6761\u4ef6\u3068\u3001\u52b9\u529b\u306e\u671f\u9593\u306e\u6761\u4ef6\u3092\u4e21\u65b9\u304b\u3051\u307e\u3059\u3002** \u898f\u7a0b\u306f\u5165\u5b66\u5e74\u5ea6\u3067\u3001\u901a\u77e5\u306f\u52b9\u529b\u306e\u671f\u9593\u3067\u7d5e\u3089\u308c\u307e\u3059\u3002\u5168\u5b66\u306e\u901a\u77e5\u306f `cohort_from` \u306b\u6700\u3082\u53e4\u3044\u5165\u5b66\u5e74\u5ea6\u3001`cohort_to` \u306b `9999` \u3092\u5165\u308c\u3001**\u540c\u3058\u5f0f\u3067\u901a\u77e5\u3082\u898f\u7a0b\u30821\u56de\u3067\u7d5e\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**\u691c\u7d22\u7d50\u679c\u306f\u3001\u5206\u5272\u3057\u305f\u90e8\u5206\u306e\u5358\u4f4d\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002** `searchResultMode` \u3092 `CHUNKS` \u306b\u3059\u308b\u3068\u3001**\u6761\u3054\u3068\u306e\u65ad\u7247\u304c\u5f15\u7528\u306e\u5358\u4f4d\u306b\u306a\u308a\u3001\u6761\u9805\u756a\u53f7\u3092\u56de\u7b54\u6848\u306b\u4ed8\u3051\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002** \u691c\u7d22\u306e\u6bb5\u968e\u3067\u8fd4\u3059\u4ef6\u6570\u306f\u65e2\u5b9a\u304c10\u3001\u4e0a\u9650\u304c25\u3067\u3059\u3002\u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u30fb\u901a\u77e5\u306e4\u7a2e\u985e\u304b\u3089\u5f15\u304f\u306e\u3067\u3001**\u901a\u77e5\u306e\u6761\u9805\u304c\u6f0f\u308c\u308b\u3088\u3046\u306a\u308915\u4ef6\u7a0b\u5ea6\u307e\u3067\u5897\u3084\u3057\u307e\u3059\u3002** \u5897\u3084\u3059\u524d\u306b\u3001\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u304c\u52b9\u3044\u3066\u3044\u308b\u304b\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u8cea\u554f\u306e\u8a00\u3044\u63db\u3048\u306f\u3001\u6700\u5927\u30673\u6bb5\u968e\u306b\u3057\u307e\u3059\u3002** `maxRephraseSteps` \u306f\u65e2\u5b9a\u304c1\u3001\u4e0a\u9650\u304c5\u3067\u3059\u3002\u300c\u4f11\u5b66\u3057\u305f\u3089\u5c65\u4fee\u767b\u9332\u3068\u5b66\u8cbb\u306f\u3069\u3046\u306a\u308b\u304b\u300d\u306e\u3088\u3046\u306a**2\u3064\u4ee5\u4e0a\u306e\u898f\u7a0b\u306b\u307e\u305f\u304c\u308b\u8cea\u554f**\u306f\u30011\u6bb5\u968e\u3067\u306f\u7247\u65b9\u306e\u6761\u9805\u3057\u304b\u5f15\u3051\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","preprocessing":"1. **\u539f\u672c\u306e\u78ba\u8a8d** \u2026 \u6559\u52d9\u8ab2\u306e\u539f\u672c\u3068\u540c\u3058\u30d5\u30a1\u30a4\u30eb\u304b\u3092\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u5024\u3067\u78ba\u304b\u3081\u3066\u304b\u3089\u8907\u88fd\u3057\u307e\u3059\n2. **\u7248\u306e\u53f0\u5e33\u3068\u306e\u7a81\u304d\u5408\u308f\u305b** \u2026 \u53f0\u5e33\u306b\u7121\u3044\u30d5\u30a1\u30a4\u30eb\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u7121\u3044\u53f0\u5e33\u306e\u884c\u3092\u4e00\u89a7\u306b\u3057\u3001\u53d6\u308a\u8fbc\u307f\u3092\u6b62\u3081\u307e\u3059\n3. **\u5165\u5b66\u5e74\u5ea6\u306e\u7bc4\u56f2\u306e\u691c\u67fb** \u2026 \u540c\u3058\u5b66\u90e8\u30fb\u540c\u3058\u6587\u66f8\u306e\u7a2e\u985e\u3067\u3001\u5165\u5b66\u5e74\u5ea6\u306e\u7bc4\u56f2\u304c\u91cd\u306a\u308b\u7248\u3084\u3001\u3059\u304d\u9593\u306e\u3042\u308b\u7248\u304c\u7121\u3044\u304b\u3092\u898b\u307e\u3059\n4. **\u901a\u77e5\u306e\u52b9\u529b\u306e\u671f\u9593\u306e\u691c\u67fb** \u2026 \u671f\u9593\u306e\u7121\u3044\u901a\u77e5\u3001\u7d42\u308f\u308a\u304c\u59cb\u3081\u3088\u308a\u524d\u306e\u901a\u77e5\u3092\u6b62\u3081\u307e\u3059\n5. **\u89e3\u6790\u306e\u8a2d\u5b9a** \u2026 \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u3001\u898b\u51fa\u3057\u30fb\u6bb5\u843d\u30fb\u8868\u3092\u691c\u51fa\u3055\u305b\u307e\u3059\u3002**\u5352\u696d\u8981\u4ef6\u306e\u5358\u4f4d\u6570\u306e\u8868\u304c\u3001\u8868\u3068\u3057\u3066\u53d6\u308c\u308b\u3053\u3068\u304c\u8981\u3067\u3059**\n6. **\u5206\u5272\u306e\u8a2d\u5b9a** \u2026 \u5206\u5272\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a500\uff09\u3067\u3059\u3002**\u6761\u3054\u3068\u306b\u5206\u304b\u308c\u3084\u3059\u3044\u3088\u3046300\u306b\u3057\u3001\u898b\u51fa\u3057\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\uff08`includeAncestorHeadings`\uff09\u3092\u6709\u52b9\u306b\u3057\u307e\u3059**\n\n**6\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001**\u6587\u66f8\u306e\u5206\u5272\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u5f8c\u3067\u6709\u52b9\u306b\u3082\u7121\u52b9\u306b\u3082\u3067\u304d\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`includeAncestorHeadings` \u306e\u65e2\u5b9a\u306f\u7121\u52b9\u3067\u3059\u3002**\u300c\u7b2c3\u7ae0 \u8a66\u9a13\u300d\u300c\u7b2c18\u6761 \u8ffd\u8a66\u9a13\u300d\u306e\u898b\u51fa\u3057\u304c\u4ed8\u304b\u306a\u3044\u65ad\u7247\u306f\u3001\u8ffd\u8a66\u9a13\u306e\u8a71\u304b\u518d\u8a66\u9a13\u306e\u8a71\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\n\n**3\u756a\u76ee\u306e\u691c\u67fb\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7bc4\u56f2\u304c\u91cd\u306a\u308b\u3068\u30011\u4eba\u306e\u5b66\u751f\u306b2\u3064\u306e\u7248\u304c\u5f53\u305f\u308a\u3001**\u3069\u3061\u3089\u306e\u6761\u9805\u304c\u5f15\u304b\u308c\u308b\u304b\u306f\u691c\u7d22\u306e\u9806\u4f4d\u3067\u6c7a\u307e\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u7d5e\u308a\u8fbc\u307e\u308c\u305f\u7248\u306e\u898f\u7a0b\u3068\u901a\u77e5\u304b\u3089\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u6761\u9805\u3092\u63a2\u3057\u3001\u6761\u9805\u306e\u8a00\u8449\u3067\u56de\u7b54\u6848\u3092\u4f5c\u308a\u3001\u6761\u9805\u756a\u53f7\u3092\u4ed8\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8a72\u5f53\u6761\u9805\u306e\u7279\u5b9a | \u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u30fb\u901a\u77e5\u306e\u3001\u3069\u306e\u6761\u3068\u9805\u304c\u95a2\u4fc2\u3059\u308b\u304b |\n| \u624b\u7d9a\u304d\u306e\u4e26\u3079\u65b9 | \u7533\u8acb\u306e\u671f\u9650\u3001\u63d0\u51fa\u5148\u3001\u5fc5\u8981\u306a\u66f8\u985e\u3092\u3001\u6761\u9805\u306b\u66f8\u304b\u308c\u305f\u9806\u306b |\n| \u901a\u77e5\u306b\u3088\u308b\u5909\u66f4\u306e\u6307\u6458 | \u898f\u7a0b\u306e\u6761\u9805\u304c\u901a\u77e5\u3067\u5909\u308f\u3063\u3066\u3044\u308c\u3070\u3001\u4e21\u65b9\u3092\u4e26\u3079\u308b |\n| \u78ba\u8a8d\u306e\u8981\u308b\u70b9\u306e\u6307\u6458 | \u5b66\u751f\u306e\u6210\u7e3e\u30fb\u5358\u4f4d\u30fb\u5728\u7c4d\u306e\u72b6\u6cc1\u3092\u898b\u306a\u3044\u3068\u6c7a\u307e\u3089\u306a\u3044\u70b9 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u500b\u3005\u306e\u5b66\u751f\u306e\u53ef\u5426\u306e\u5224\u65ad | \u5352\u696d\u30fb\u9032\u7d1a\u30fb\u4f11\u5b66\u306e\u53ef\u5426\u306f\u6559\u52d9\u59d4\u54e1\u4f1a\u3084\u5b66\u90e8\u9577\u306a\u3069\u304c\u6c7a\u3081\u308b |\n| \u7248\u306e\u9078\u629e | \u7248\u306e\u53f0\u5e33\u304b\u3089\u898f\u5247\u3067\u6c7a\u3081\u308b\u3002\u751f\u6210AI\u306e\u5224\u65ad\u306b\u4efb\u305b\u306a\u3044 |\n| \u5b66\u8cbb\u306e\u984d\u3084\u8fd4\u91d1\u306e\u8a08\u7b97 | \u984d\u306f\u898f\u7a0b\u3068\u52df\u96c6\u8981\u9805\u306e\u6570\u5b57\u3060\u3051\u3002\u8a08\u7b97\u3057\u306a\u3044 |\n| \u6761\u9805\u306b\u7121\u3044\u4f8b\u5916\u306e\u6848\u5185 | \u300c\u4e8b\u60c5\u306b\u3088\u3063\u3066\u306f\u8a8d\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u300d\u3068\u66f8\u304b\u306a\u3044 |\n| \u4ed6\u306e\u5b66\u90e8\u3084\u4ed6\u306e\u5e74\u5ea6\u306e\u898f\u7a0b\u306b\u3088\u308b\u88dc\u3044 | \u7d5e\u308a\u8fbc\u307e\u308c\u305f\u7248\u306b\u7121\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3059\u308b |\n\n**4\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5b66\u751f\u306e\u8cea\u554f\u306b\u306f\u4e8b\u60c5\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001AI\u306f\u300c\u4e8b\u60c5\u3092\u8003\u616e\u3057\u3066\u8a8d\u3081\u3089\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u66f8\u304d\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u6559\u52d9\u62c5\u5f53\u304c\u305d\u306e\u6587\u3092\u8fd4\u4fe1\u306b\u6b8b\u305b\u3070\u3001\u5b66\u751f\u306f\u5927\u5b66\u304c\u4f8b\u5916\u3092\u7d04\u675f\u3057\u305f\u3068\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n**3\u884c\u76ee\u306e\u5b66\u8cbb\u3082\u3001\u540c\u3058\u304f\u3089\u3044\u614e\u91cd\u306b\u6271\u3044\u307e\u3059\u3002** \u4f11\u5b66\u4e2d\u306e\u5b66\u8cbb\u306e\u6271\u3044\u306f\u5b66\u5247\u3084\u5225\u306e\u898f\u7a0b\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u304c\u3001**\u6e1b\u514d\u306e\u7533\u8acb\u306e\u6709\u7121\u3084\u7d0d\u4ed8\u306e\u6642\u671f\u3067\u3001\u5b66\u751f\u3054\u3068\u306e\u984d\u306f\u5909\u308f\u308a\u307e\u3059\u3002** \u56de\u7b54\u6848\u306b\u306f\u6761\u9805\u306e\u8a00\u8449\u3060\u3051\u3092\u66f8\u304b\u305b\u3001**\u984d\u306e\u6848\u5185\u306f\u5b66\u8cbb\u306e\u62c5\u5f53\u306e\u90e8\u7f72\u306b\u56de\u3057\u307e\u3059\u3002**","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `promptSpec.preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5927\u5b66\u306e\u6559\u52d9\u8ab2\u3067\u3001\u5b66\u751f\u3084\u6559\u54e1\u304b\u3089\u306e\u624b\u7d9a\u304d\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u8077\u54e1\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\u56de\u7b54\u6848\u3092\u8aad\u3080\u306e\u306f\u6559\u52d9\u8ab2\u306e\u8077\u54e1\u3067\u3001\u5f15\u7528\u3055\u308c\u305f\u6761\u9805\u306e\u539f\u6587\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\n\u5b66\u751f\u306e\u72b6\u6cc1\u3092\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u78ba\u304b\u3081\u3066\u304b\u3089\u8fd4\u4fe1\u3057\u307e\u3059\u3002\n\u691c\u7d22\u7d50\u679c\u306f\u3001\u3053\u306e\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u3068\u5b66\u90e8\u306b\u9069\u7528\u3055\u308c\u308b\u898f\u7a0b\u3068\u3001\u3044\u307e\u52b9\u529b\u306e\u3042\u308b\u901a\u77e5\u3060\u3051\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u6700\u521d\u306b\u3001\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u898f\u7a0b\u306e\u540d\u524d\u3068\u6761\u9805\u756a\u53f7\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u624b\u7d9a\u304d\u306e\u671f\u9650\u3001\u63d0\u51fa\u5148\u3001\u5fc5\u8981\u306a\u66f8\u985e\u3092\u3001\u6761\u9805\u306b\u66f8\u304b\u308c\u305f\u8a00\u8449\u306e\u307e\u307e\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u901a\u77e5\u3067\u898f\u7a0b\u306e\u6271\u3044\u304c\u5909\u308f\u3063\u3066\u3044\u308c\u3070\u3001\u898f\u7a0b\u306e\u6761\u9805\u3068\u901a\u77e5\u306e\u4e21\u65b9\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n4. \u5b66\u751f\u306e\u6210\u7e3e\u30fb\u5358\u4f4d\u30fb\u5728\u7c4d\u306e\u72b6\u6cc1\u3092\u898b\u306a\u3044\u3068\u6c7a\u307e\u3089\u306a\u3044\u70b9\u3092\u3001\u6700\u5f8c\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n5. \u5b66\u751f\u306b\u5b9b\u3066\u305f\u8fd4\u4fe1\u306e\u6587\u4f53\u3067\u3001\u656c\u8a9e\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306e\u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4ed6\u306e\u5927\u5b66\u306e\u4e00\u822c\u7684\u306a\u6271\u3044\u3084\u3001\u6cd5\u4ee4\u306e\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u5352\u696d\u3067\u304d\u307e\u3059\u300d\u300c\u4f11\u5b66\u304c\u8a8d\u3081\u3089\u308c\u307e\u3059\u300d\u300c\u5358\u4f4d\u304c\u8a8d\u5b9a\u3055\u308c\u307e\u3059\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u500b\u3005\u306e\u53ef\u5426\u306f\u300c\u6240\u5b9a\u306e\u5be9\u8b70\u3092\u7d4c\u3066\u6c7a\u307e\u308a\u307e\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6761\u9805\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u4f8b\u5916\u3084\u914d\u616e\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u4e8b\u60c5\u306b\u3088\u3063\u3066\u306f\u300d\u300c\u76f8\u8ac7\u306b\u5fdc\u3058\u3066\u300d\u306e\u3088\u3046\u306a\u6587\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u3001\u5358\u4f4d\u6570\u3001\u65e5\u6570\u3001\u671f\u9650\u306f\u3001\u6761\u9805\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a08\u7b97\u3084\u8a00\u3044\u63db\u3048\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6839\u62e0\u306b\u306a\u308b\u6761\u9805\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6c0f\u540d\u3084\u5b66\u7c4d\u756a\u53f7\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u53ef\u5426\u306e\u6587\u3092\u5b9a\u578b\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u7981\u3058\u308b\u3060\u3051\u3060\u3068\u8a00\u3044\u63db\u3048\u308b\u304b\u3089\u3067\u3059\u3002** \u300c\u5352\u696d\u3067\u304d\u307e\u3059\u300d\u3092\u7981\u3058\u308b\u3068\u300c\u5352\u696d\u8981\u4ef6\u306f\u6e80\u305f\u3055\u308c\u308b\u898b\u8fbc\u307f\u3067\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u8fd4\u4fe1\u3092\u53d7\u3051\u305f\u5b66\u751f\u306b\u306f\u3001\u540c\u3058\u610f\u5473\u306b\u8aad\u3081\u307e\u3059\u3002**\n\n**\u300c\u4e8b\u60c5\u306b\u3088\u3063\u3066\u306f\u300d\u3092\u540d\u6307\u3057\u3067\u7981\u3058\u3066\u3044\u308b\u306e\u306f\u3001\u512a\u3057\u3055\u304b\u3089\u51fa\u308b\u8a00\u8449\u3060\u304b\u3089\u3067\u3059\u3002** \u5b66\u751f\u306e\u56f0\u308a\u3054\u3068\u304c\u66f8\u304b\u308c\u305f\u8cea\u554f\u307b\u3069\u3001\u3053\u306e\u4e00\u6587\u304c\u8db3\u3055\u308c\u307e\u3059\u3002**\u4f8b\u5916\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u898f\u7a0b\u306b\u3042\u308b\u624b\u7d9a\u304d\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**","output_data":"**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u3092\u6b21\u306e\u5f62\u306b\u6574\u3048\u3066\u753b\u9762\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_id\": \"\",\n  \"cohort\": 2023,\n  \"faculty\": \"ECON\",\n  \"filter\": \"\",\n  \"status\": \"answered | skipped | blocked\",\n  \"skipped_reasons\": [],\n  \"draft_reply\": \"\",\n  \"citations\": [\n    { \"doc_id\": \"kyomu-2021\", \"doc_type\": \"kyomu_kitei\",\n      \"article\": \"\u7b2c18\u6761\", \"snippet\": \"\", \"uri\": \"\",\n      \"char_start\": 0, \"char_end\": 0 }\n  ],\n  \"related_questions\": [],\n  \"eligibility_phrase_detected\": false,\n  \"route_to\": \"none | committee | faculty_office\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`filter` \u3092\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u5f8c\u3067\u7248\u306e\u53f0\u5e33\u306e\u8aa4\u308a\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u3001**\u3069\u306e\u5f0f\u3067\u7d5e\u3063\u305f\u56de\u7b54\u6848\u3060\u3063\u305f\u304b**\u304b\u3089\u3001\u5f71\u97ff\u3092\u53d7\u3051\u305f\u8fd4\u4fe1\u3092\u6d17\u3044\u51fa\u305b\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`citations` \u3067\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7248\u3092\u691c\u67fb\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u5f15\u7528\u306e `doc_id` \u304c\u53f0\u5e33\u306e\u4e0a\u3067\u3001\u3053\u306e\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u306e\u7bc4\u56f2\u306b\u7121\u3051\u308c\u3070\u3001\u56de\u7b54\u6848\u3092\u51fa\u3055\u305a\u306b `blocked` \u306b\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u3092\u6587\u5b57\u306e\u5358\u4f4d\u306b\u76f4\u3057\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001**\u5f15\u7528\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u4f4d\u7f6e\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u3067\u8fd4\u308a\u3001\u6587\u5b57\u6570\u3067\u306f\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306f1\u6587\u5b57\u304c\u8907\u6570\u306e\u30d0\u30a4\u30c8\u306b\u306a\u308b\u306e\u3067\u3001**\u305d\u306e\u307e\u307e\u753b\u9762\u306e\u5f37\u8abf\u306b\u4f7f\u3046\u3068\u3001\u5f15\u7528\u306e\u5834\u6240\u304c\u305a\u308c\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u76f4\u3057\u3001`char_start`\u30fb`char_end` \u306b\u5165\u308c\u307e\u3059\u3002\n\n**4\u3064\u76ee\u306f\u3001`related_questions` \u3092\u6559\u52d9\u62c5\u5f53\u3078\u306e\u624b\u304c\u304b\u308a\u306b\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u306e\u5019\u88dc\u3092\u8fd4\u3059\u8a2d\u5b9a\u3067\u3001**\u56de\u7b54\u304c\u30b9\u30ad\u30c3\u30d7\u3055\u308c\u305f\u3068\u304d\u306b\u306f\u8fd4\u308a\u307e\u305b\u3093\u3002** \u6559\u52d9\u62c5\u5f53\u306f\u3001\u3053\u306e\u5019\u88dc\u3092\u898b\u3066**\u5b66\u751f\u304c\u6b21\u306b\u805e\u304d\u305d\u3046\u306a\u3053\u3068\u3092\u5148\u306b\u8fd4\u4fe1\u306b\u66f8\u304d\u8db3\u3059**\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\u5b66\u751f\u306b\u305d\u306e\u307e\u307e\u898b\u305b\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n**5\u3064\u76ee\u306f\u3001`eligibility_phrase_detected` \u3067\u53ef\u5426\u306e\u8a00\u3044\u5207\u308a\u3092\u691c\u51fa\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u300c\u3067\u304d\u307e\u3059\u300d\u300c\u8a8d\u3081\u3089\u308c\u307e\u3059\u300d\u300c\u8a8d\u5b9a\u3055\u308c\u307e\u3059\u300d\u306a\u3069\u306e\u8a9e\u3092\u56de\u7b54\u6848\u306e\u4e2d\u3067\u63a2\u3057\u3001**\u898b\u3064\u304b\u308c\u3070\u753b\u9762\u306e\u4e0a\u306b\u8b66\u544a\u3092\u51fa\u3057\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7248\u306e\u53f0\u5e33 | \u6539\u6b63\u30fb\u767a\u51fa\u306e\u767b\u9332 | \u9069\u7528\u3059\u308b\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u52b9\u529b\u306e\u671f\u9593 |\n| Cloud Storage | \u30d5\u30a1\u30a4\u30eb\u306e\u914d\u7f6e\u3068 JSONL | \u898f\u7a0b\u3068\u901a\u77e5\u306e\u539f\u672c\u3068\u3001\u7248\u306e\u30e1\u30bf\u30c7\u30fc\u30bf |\n| Vertex AI Search | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u53d6\u308a\u8fbc\u307f | \u767b\u9332\u306e\u305f\u3073\u306b1\u56de\u3054\u3068\u306e\u53d6\u308a\u8fbc\u307f |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9 | `filter` \u3067\u7248\u3092\u7d5e\u308a\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3068\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f |\n| \u56de\u7b54\u652f\u63f4\u306e\u753b\u9762 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u753b\u9762 | \u56de\u7b54\u6848\u3001\u5f15\u7528\u3001\u539f\u6587\u3078\u306e\u30ea\u30f3\u30af\u3001\u8b66\u544a |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u30e1\u30fc\u30eb | \u6559\u52d9\u62c5\u5f53\u304c\u624b\u3067\u8fd4\u4fe1 | **\u81ea\u52d5\u3067\u306f\u9001\u3089\u306a\u3044** |\n\n**\u8fd4\u4fe1\u306f\u3001\u6559\u52d9\u62c5\u5f53\u304c\u81ea\u5206\u306e\u30e1\u30fc\u30eb\u304b\u3089\u9001\u308a\u307e\u3059\u3002** \u56de\u7b54\u652f\u63f4\u306e\u753b\u9762\u304b\u3089\u30e1\u30fc\u30eb\u3092\u9001\u308b\u6a5f\u80fd\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002**\u9001\u308b\u524d\u306b\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u5b66\u751f\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b\u624b\u9806\u3092\u3001\u753b\u9762\u306e\u5916\u306b\u7f6e\u3044\u3066\u304a\u304f**\u305f\u3081\u3067\u3059\u3002","human_review":"1. **\u7248\u3092\u78ba\u304b\u3081\u308b** \u2026 \u753b\u9762\u306e\u4e0a\u306e\u300c\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u9069\u7528\u3057\u305f\u7248\u300d\u304c\u3001\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b66\u751f\u306e\u60c5\u5831\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n2. **\u6761\u9805\u306e\u539f\u6587\u3092\u958b\u304f** \u2026 \u5f15\u7528\u306e\u30ea\u30f3\u30af\u304b\u3089\u8a72\u5f53\u306e\u6761\u3092\u958b\u304d\u3001**\u524d\u5f8c\u306e\u6761\u3068\u9644\u5247**\u3092\u8aad\u307f\u307e\u3059\n3. **\u5b66\u751f\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u6210\u7e3e\u30fb\u5358\u4f4d\u30fb\u5728\u7c4d\u306e\u72b6\u6cc1\u3092\u898b\u3066\u3001\u56de\u7b54\u6848\u306e\u300c\u78ba\u8a8d\u306e\u8981\u308b\u70b9\u300d\u3092\u57cb\u3081\u307e\u3059\n4. **\u53ef\u5426\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u3092\u56de\u3059** \u2026 \u5352\u696d\u30fb\u9032\u7d1a\u30fb\u4f11\u5b66\u306e\u53ef\u5426\u306b\u95a2\u308f\u308b\u3082\u306e\u306f\u3001\u6559\u52d9\u59d4\u54e1\u4f1a\u3084\u5b66\u90e8\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\n5. **\u8fd4\u4fe1\u3059\u308b** \u2026 \u56de\u7b54\u6848\u3092\u76f4\u3057\u3001\u6761\u9805\u756a\u53f7\u3092\u6dfb\u3048\u3066\u8fd4\u4fe1\u3057\u307e\u3059\n\n**\u6559\u52d9\u8ab2\u306e\u8cac\u4efb\u8005\u306f\u3001\u9031\u306b\u4e00\u5ea6\u3001\u8fd4\u4fe1\u3057\u305f\u56de\u7b54\u309210\u4ef6\u629c\u304d\u53d6\u3063\u3066\u8aad\u307f\u307e\u3059\u3002** \u9069\u7528\u3057\u305f\u7248\u304c\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u3068\u5408\u3063\u3066\u3044\u305f\u304b\u3001\u53ef\u5426\u3084\u4f8b\u5916\u306e\u8a00\u3044\u56de\u3057\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u3066\u3001**\u53f0\u5e33\u3068\u6307\u793a\u306e\u898b\u76f4\u3057\u306b\u8fd4\u3057\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001600\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u7248\u3068\u6761\u9805\u306e\u78ba\u8a8d\u306b3\u5206\u3001\u5b66\u751f\u306e\u72b6\u6cc1\u306e\u78ba\u8a8d\u306b2\u5206\u3001\u8fd4\u4fe1\u306e\u624b\u76f4\u3057\u306b1\u5206\u3092\u898b\u3066\u3044\u307e\u3059\u3002**6\u5206\u3092\u5927\u304d\u304f\u8d85\u3048\u308b\u6708\u306f\u3001`blocked` \u304c\u5897\u3048\u3066\u3044\u308b\u304b\u3001\u7248\u306e\u53f0\u5e33\u306e\u5165\u5b66\u5e74\u5ea6\u306b\u8aa4\u308a\u304c\u3042\u308a\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5165\u5b66\u5e74\u5ea6\u304c\u5165\u3063\u3066\u3044\u306a\u3044 | \u691c\u7d22\u3057\u306a\u3044\u3002**\u7248\u3092\u7d5e\u308c\u306a\u3044\u691c\u7d22\u306f\u884c\u308f\u306a\u3044** |\n| \u7de8\u5165\u5b66\u30fb\u8ee2\u5b66\u90e8\u30fb\u518d\u5165\u5b66\u306e\u5b66\u751f | \u9069\u7528\u3055\u308c\u308b\u7248\u304c\u898f\u7a0b\u306e\u4e0a\u3067\u6c7a\u307e\u3063\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u5165\u5b66\u5e74\u5ea6\u3092\u5165\u308c\u308b\u3002\u6c7a\u307e\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u6559\u52d9\u306e\u8cac\u4efb\u8005\u3078 |\n| 1\u4eba\u306e\u5b66\u751f\u306b2\u3064\u306e\u7248\u304c\u5f53\u305f\u308b | \u53f0\u5e33\u306e\u7bc4\u56f2\u306e\u91cd\u306a\u308a\u3002\u56de\u7b54\u6848\u3092\u51fa\u3055\u305a\u3001\u53f0\u5e33\u3092\u76f4\u3059\u307e\u3067\u7d4c\u9a13\u306e\u9577\u3044\u8077\u54e1\u304c\u7b54\u3048\u308b |\n| \u5f15\u7528\u304c\u7248\u306e\u7bc4\u56f2\u306e\u5916 | \u56de\u7b54\u6848\u3092\u51fa\u3055\u305a\u306b `blocked` |\n| \u53ef\u5426\u306e\u8a00\u3044\u5207\u308a\u304c\u691c\u51fa\u3055\u308c\u305f | \u8b66\u544a\u3092\u51fa\u3057\u3001\u5b9a\u578b\u306e\u6587\u306b\u76f4\u3059\u3088\u3046\u4fc3\u3059 |\n| \u56de\u7b54\u304c\u30b9\u30ad\u30c3\u30d7\u3055\u308c\u305f | \u300c\u95a2\u4fc2\u3059\u308b\u6761\u9805\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u51fa\u3057\u3001\u691c\u7d22\u3067\u5f53\u305f\u3063\u305f\u6587\u66f8\u306e\u4e00\u89a7\u3092\u793a\u3059 |\n| \u52b9\u529b\u306e\u671f\u9593\u306e\u7121\u3044\u901a\u77e5\u304c\u898b\u3064\u304b\u3063\u305f | \u53d6\u308a\u8fbc\u307f\u3092\u6b62\u3081\u3001\u53f0\u5e33\u3092\u76f4\u3059 |\n| \u8cea\u554f\u306e\u8981\u70b9\u306b\u6c0f\u540d\u3084\u5b66\u7c4d\u756a\u53f7\u304c\u5165\u3063\u305f | \u9001\u308b\u524d\u306b\u691c\u51fa\u3057\u3066\u6b62\u3081\u3001\u5165\u308c\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u5b66\u8cbb\u306e\u984d\u3092\u805e\u304b\u308c\u305f | \u6761\u9805\u306e\u5834\u6240\u3060\u3051\u3092\u793a\u3057\u3001**\u984d\u306e\u6848\u5185\u306f\u5b66\u8cbb\u306e\u62c5\u5f53\u306e\u90e8\u7f72\u3078\u56de\u3059** |\n| Vertex AI Search \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u30dd\u30fc\u30bf\u30eb\u306e\u898f\u7a0b\u306e\u4e00\u89a7\u3078\u306e\u30ea\u30f3\u30af\u3092\u51fa\u3059 |\n\n**2\u884c\u76ee\u306f\u3001\u53f0\u5e33\u306e\u4f5c\u308a\u65b9\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002** \u7de8\u5165\u5b66\u306e\u5b66\u751f\u306b\u3069\u306e\u5165\u5b66\u5e74\u5ea6\u306e\u7248\u304c\u9069\u7528\u3055\u308c\u308b\u304b\u306f\u3001**\u5927\u5b66\u3054\u3068\u306b\u898f\u7a0b\u3067\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002** \u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u5927\u5b66\u3067\u306f\u3001\u3053\u306e\u69cb\u6210\u3092\u5165\u308c\u308b\u524d\u306b\u6559\u52d9\u59d4\u54e1\u4f1a\u3067\u6c7a\u3081\u3066\u3082\u3089\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002","log_storage":"- \u8cea\u554f\u306e\u53d7\u4ed8\u306e\u65e5\u6642\u3001\u6559\u52d9\u62c5\u5f53\u3001\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u5b66\u5e74\u3001\u8cea\u554f\u306e\u8981\u70b9\n- **\u305d\u306e\u3068\u304d\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f**\u3068\u3001\u9069\u7528\u3057\u305f\u7248\u306e\u4e00\u89a7\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u56de\u7b54\u6848\u3001\u5f15\u7528\u3001\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u3001\u30b9\u30ad\u30c3\u30d7\u306e\u7406\u7531\uff09\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u691c\u67fb\u306e\u7d50\u679c\uff08\u7248\u306e\u5916\u306e\u5f15\u7528\u3001\u53ef\u5426\u306e\u8a00\u3044\u5207\u308a\uff09\n- **\u6559\u52d9\u62c5\u5f53\u304c\u8fd4\u4fe1\u3057\u305f\u6587**\u3068\u3001\u56de\u7b54\u6848\u304b\u3089\u5909\u3048\u305f\u70b9\n- \u6559\u52d9\u59d4\u54e1\u4f1a\u3084\u5b66\u90e8\u306e\u62c5\u5f53\u3078\u56de\u3057\u305f\u3082\u306e\u3068\u3001\u305d\u306e\u7d50\u8ad6\n\n**5\u3064\u76ee\u306f\u3001\u3088\u304f\u3042\u308b\u8cea\u554f\u306e\u5019\u88dc\u3092\u4f5c\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u56de\u7b54\u6848\u3092\u307b\u3068\u3093\u3069\u76f4\u3055\u305a\u306b\u8fd4\u4fe1\u3067\u304d\u305f\u8cea\u554f\u306f\u3001**\u6761\u9805\u3060\u3051\u3067\u7b54\u3048\u3089\u308c\u308b\u8cea\u554f**\u3067\u3059\u3002\u6708\u306b\u4e00\u5ea6\u3001\u6559\u52d9\u8ab2\u306e\u8cac\u4efb\u8005\u304c\u9078\u3073\u3001\u627f\u8a8d\u3057\u305f\u3082\u306e\u3092\u30dd\u30fc\u30bf\u30eb\u306e\u3088\u304f\u3042\u308b\u8cea\u554f\u306b\u8db3\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":10,"assumption_frequency":600,"assumption_workdays":20,"volume_month":600,"before_minutes_per_case":15,"after_minutes_per_case":6,"hourly_cost":2800,"before_hours_month":150,"after_hours_month":60,"saved_hours_month":90,"reduction_rate":60,"saved_hours_year":1080,"annual_cost_effect":3024000,"summary":"\u5b66\u751f\u3084\u6559\u54e1\u304b\u3089\u5c65\u4fee\u30fb\u6210\u7e3e\u30fb\u4f11\u5b66\u306e\u624b\u7d9a\u304d\u3092\u805e\u304b\u308c\u305f\u3068\u304d\u3001\u305d\u306e\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u3068\u5b66\u90e8\u306b\u9069\u7528\u3055\u308c\u308b\u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u30fb\u901a\u77e5\u304b\u3089\u3001\u8a72\u5f53\u3059\u308b\u6761\u9805\u3092\u63a2\u3057\u307e\u3059\u3002\u6761\u9805\u756a\u53f7\u3092\u4ed8\u3051\u305f\u56de\u7b54\u6848\u3092\u4f5c\u308a\u3001\u6559\u52d9\u62c5\u5f53\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u8fd4\u4fe1\u3057\u307e\u3059\u3002","before_flow":"1. \u8cea\u554f\u3092\u53d7\u3051\u3001\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u5b66\u5e74\u3092\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u78ba\u304b\u3081\u308b\n2. \u305d\u306e\u5165\u5b66\u5e74\u5ea6\u306b\u9069\u7528\u3055\u308c\u308b\u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u306e\u7248\u3092\u3001\u30dd\u30fc\u30bf\u30eb\u306ePDF\u306e\u4e00\u89a7\u304b\u3089\u63a2\u3059\n3. \u8a72\u5f53\u3057\u305d\u3046\u306a\u6761\u9805\u3092\u3001PDF\u3092\u958b\u3044\u3066\u63a2\u3059\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u5225\u306e\u898f\u7a0b\u3082\u958b\u304f\n4. \u6559\u52d9\u59d4\u54e1\u4f1a\u306e\u6c7a\u5b9a\u3084\u7279\u4f8b\u306e\u901a\u77e5\u3067\u3001\u6761\u9805\u306e\u6271\u3044\u304c\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u63a2\u3059\n5. \u5224\u65ad\u306b\u8ff7\u3046\u3082\u306e\u306f\u3001\u7d4c\u9a13\u306e\u9577\u3044\u8077\u54e1\u306b\u78ba\u304b\u3081\u308b\n6. \u56de\u7b54\u306e\u6587\u3092\u66f8\u304d\u3001\u6839\u62e0\u306e\u6761\u9805\u3092\u6dfb\u3048\u3066\u8fd4\u4fe1\u3059\u308b\n\n**\uff08a\uff09\u7248\u3092\u9593\u9055\u3048\u308b\u3002** \u30dd\u30fc\u30bf\u30eb\u306e\u4e00\u89a7\u306f**\u6700\u65b0\u306e\u7248\u304c\u4e0a\u306b\u3042\u308a**\u3001\u53e4\u3044\u7248\u306f\u300c\u904e\u53bb\u306e\u7248\u300d\u306e\u4e0b\u306b\u3042\u308a\u307e\u3059\u3002\u6025\u3044\u3067\u3044\u308b\u3068\u6700\u65b0\u306e\u7248\u3067\u7b54\u3048\u3066\u3057\u307e\u3044\u3001**4\u5e74\u751f\u306b1\u5e74\u751f\u306e\u5352\u696d\u8981\u4ef6\u3092\u6848\u5185\u3059\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u901a\u77e5\u304c\u898b\u843d\u3068\u3055\u308c\u308b\u3002** \u300c\u8ffd\u8a66\u9a13\u306e\u7533\u8acb\u306f\u8a66\u9a13\u65e5\u304b\u30891\u9031\u9593\u4ee5\u5185\u300d\u3068\u6559\u52d9\u898f\u7a0b\u306b\u3042\u3063\u3066\u3082\u3001**\u6559\u52d9\u59d4\u54e1\u4f1a\u306e\u6c7a\u5b9a\u3067\u671f\u9593\u304c\u5ef6\u3073\u3066\u3044\u308b\u5e74\u5ea6**\u304c\u3042\u308a\u307e\u3059\u3002\u901a\u77e5\u306f\u5e74\u5ea6\u3054\u3068\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u3063\u3066\u3044\u3066\u3001\u898f\u7a0b\u306e\u6761\u9805\u304b\u3089\u901a\u77e5\u3078\u305f\u3069\u308b\u624b\u6bb5\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u7b54\u3048\u3089\u308c\u308b\u4eba\u304c\u9650\u3089\u308c\u308b\u3002** \u6539\u6b63\u306e\u7d4c\u7def\u3068\u901a\u77e5\u306e\u95a2\u4fc2\u3092\u899a\u3048\u3066\u3044\u308b\u8077\u54e1\u306f\u6570\u540d\u3067\u3001**\u305d\u306e\u4eba\u306e\u5e2d\u306b\u8cea\u554f\u306e\u4ed8\u7b8b\u304c\u96c6\u307e\u308a\u307e\u3059\u3002** \u7e41\u5fd9\u671f\u306b\u306f\u3001\u305d\u306e\u4eba\u304c\u81ea\u5206\u306e\u4ed5\u4e8b\u3092\u9032\u3081\u3089\u308c\u307e\u305b\u3093\u3002\n\n**\uff08d\uff09\u7b54\u3048\u306e\u8a00\u3044\u56de\u3057\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u540c\u3058\u8cea\u554f\u306b\u3001\u6761\u9805\u3092\u5f15\u3044\u3066\u7b54\u3048\u308b\u8077\u54e1\u3068\u3001\u7d4c\u9a13\u304b\u3089\u7b54\u3048\u308b\u8077\u54e1\u304c\u3044\u307e\u3059\u3002**\u5b66\u751f\u304c\u5225\u306e\u8077\u54e1\u306b\u540c\u3058\u3053\u3068\u3092\u805e\u304f\u3068\u3001\u9055\u3046\u7b54\u3048\u304c\u8fd4\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**","before_flow_steps":["\u8cea\u554f\u3092\u53d7\u3051\u3001\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u5b66\u5e74\u3092\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u78ba\u304b\u3081\u308b","\u305d\u306e\u5165\u5b66\u5e74\u5ea6\u306b\u9069\u7528\u3055\u308c\u308b\u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u306e\u7248\u3092\u3001\u30dd\u30fc\u30bf\u30eb\u306ePDF\u306e\u4e00\u89a7\u304b\u3089\u63a2\u3059","\u8a72\u5f53\u3057\u305d\u3046\u306a\u6761\u9805\u3092\u3001PDF\u3092\u958b\u3044\u3066\u63a2\u3059\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u5225\u306e\u898f\u7a0b\u3082\u958b\u304f","\u6559\u52d9\u59d4\u54e1\u4f1a\u306e\u6c7a\u5b9a\u3084\u7279\u4f8b\u306e\u901a\u77e5\u3067\u3001\u6761\u9805\u306e\u6271\u3044\u304c\u5909\u308f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u63a2\u3059","\u5224\u65ad\u306b\u8ff7\u3046\u3082\u306e\u306f\u3001\u7d4c\u9a13\u306e\u9577\u3044\u8077\u54e1\u306b\u78ba\u304b\u3081\u308b","\u56de\u7b54\u306e\u6587\u3092\u66f8\u304d\u3001\u6839\u62e0\u306e\u6761\u9805\u3092\u6dfb\u3048\u3066\u8fd4\u4fe1\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u6559\u52d9\u62c5\u5f53\u304c\u56de\u7b54\u652f\u63f4\u306e\u753b\u9762\u306b\u3001\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u5b66\u5e74\u3068\u3001\u8cea\u554f\u306e\u8981\u70b9\u3092\u5165\u308c\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5165\u5b66\u5e74\u5ea6\u3068\u5b66\u90e8\u304b\u3089\u898f\u7a0b\u306e\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3092\u4f5c\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u4eca\u65e5\u306e\u65e5\u4ed8\u3067\u3001\u52b9\u529b\u306e\u3042\u308b\u901a\u77e5\u3060\u3051\u3092\u52a0\u3048\u308b\n4. **\u3010\u81ea\u52d5\u3011** Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3001\u6761\u9805\u756a\u53f7\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3068\u3001\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u306e\u5019\u88dc\u3092\u4f5c\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u5f15\u7528\u304c\u7d5e\u308a\u8fbc\u3093\u3060\u7248\u306e\u4e2d\u304b\u3001\u500b\u3005\u306e\u5b66\u751f\u306e\u53ef\u5426\u3092\u8a00\u3044\u5207\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n6. **\u3010\u4eba\u3011** \u6559\u52d9\u62c5\u5f53\u304c\u5f15\u7528\u3055\u308c\u305f\u6761\u9805\u306e\u539f\u6587\u3092\u958b\u304d\u3001\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u5b66\u751f\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b\n7. **\u3010\u4eba\u3011** \u56de\u7b54\u6848\u3092\u76f4\u3057\u3066\u8fd4\u4fe1\u3059\u308b\u3002\u5224\u65ad\u306e\u8981\u308b\u3082\u306e\u306f\u6559\u52d9\u59d4\u54e1\u4f1a\u3084\u5b66\u90e8\u306e\u62c5\u5f53\u3078\u56de\u3059\n8. **\u3010\u81ea\u52d5\u3011** \u8fd4\u4fe1\u3057\u305f\u56de\u7b54\u306e\u3046\u3061\u3001\u6761\u9805\u3060\u3051\u3067\u7b54\u3048\u3089\u308c\u305f\u3082\u306e\u3092\u3001\u627f\u8a8d\u3092\u7d4c\u3066\u3088\u304f\u3042\u308b\u8cea\u554f\u306e\u5019\u88dc\u306b\u3059\u308b\n\n**1\u756a\u76ee\u3067\u5165\u308c\u308b\u306e\u306f\u3001\u5165\u5b66\u5e74\u5ea6\u3068\u5b66\u90e8\u3060\u3051\u3067\u3059\u3002** \u6c0f\u540d\u3084\u5b66\u7c4d\u756a\u53f7\u306f\u5165\u308c\u307e\u305b\u3093\u3002**\u5b66\u751f\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b\u306e\u306f\u30016\u756a\u76ee\u3067\u6559\u52d9\u62c5\u5f53\u304c\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u304f\u3068\u304d\u3060\u3051\u3067\u3059\u3002**\n\n**5\u756a\u76ee\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u7248\u306e\u5916\u306e\u6761\u9805\u3092\u5f15\u3044\u305f\u56de\u7b54\u6848\u306f\u3001**\u4e2d\u8eab\u304c\u6b63\u3057\u304f\u898b\u3048\u308b\u307b\u3069\u5371\u967a**\u3067\u3059\u3002\u5f15\u7528\u306e\u6587\u66f8\u306e\u7248\u3092\u6a5f\u68b0\u3067\u78ba\u304b\u3081\u3001\u5916\u308c\u3066\u3044\u308c\u3070\u56de\u7b54\u6848\u3092\u51fa\u3057\u307e\u305b\u3093\u3002\n\n**8\u756a\u76ee\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u305d\u306e\u3082\u306e\u3092\u6e1b\u3089\u3059\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002** \u6761\u9805\u3060\u3051\u3067\u7b54\u3048\u3089\u308c\u308b\u8cea\u554f\u304c\u30dd\u30fc\u30bf\u30eb\u306e\u3088\u304f\u3042\u308b\u8cea\u554f\u306b\u8f09\u308c\u3070\u3001**\u5b66\u751f\u306f\u554f\u3044\u5408\u308f\u305b\u308b\u524d\u306b\u7b54\u3048\u3092\u898b\u3064\u3051\u3089\u308c\u307e\u3059\u3002** \u305f\u3060\u3057\u3001\u8f09\u305b\u308b\u524d\u306b\u8cac\u4efb\u8005\u304c\u7248\u3068\u6587\u8a00\u3092\u78ba\u304b\u3081\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u6559\u52d9\u62c5\u5f53\u304c\u56de\u7b54\u652f\u63f4\u306e\u753b\u9762\u306b\u3001\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u5b66\u5e74\u3068\u3001\u8cea\u554f\u306e\u8981\u70b9\u3092\u5165\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5165\u5b66\u5e74\u5ea6\u3068\u5b66\u90e8\u304b\u3089\u898f\u7a0b\u306e\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u4eca\u65e5\u306e\u65e5\u4ed8\u3067\u3001\u52b9\u529b\u306e\u3042\u308b\u901a\u77e5\u3060\u3051\u3092\u52a0\u3048\u308b","**\u3010\u81ea\u52d5\u3011** Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3001\u6761\u9805\u756a\u53f7\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3068\u3001\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u306e\u5019\u88dc\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u5f15\u7528\u304c\u7d5e\u308a\u8fbc\u3093\u3060\u7248\u306e\u4e2d\u304b\u3001\u500b\u3005\u306e\u5b66\u751f\u306e\u53ef\u5426\u3092\u8a00\u3044\u5207\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u6559\u52d9\u62c5\u5f53\u304c\u5f15\u7528\u3055\u308c\u305f\u6761\u9805\u306e\u539f\u6587\u3092\u958b\u304d\u3001\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u5b66\u751f\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u56de\u7b54\u6848\u3092\u76f4\u3057\u3066\u8fd4\u4fe1\u3059\u308b\u3002\u5224\u65ad\u306e\u8981\u308b\u3082\u306e\u306f\u6559\u52d9\u59d4\u54e1\u4f1a\u3084\u5b66\u90e8\u306e\u62c5\u5f53\u3078\u56de\u3059","**\u3010\u81ea\u52d5\u3011** \u8fd4\u4fe1\u3057\u305f\u56de\u7b54\u306e\u3046\u3061\u3001\u6761\u9805\u3060\u3051\u3067\u7b54\u3048\u3089\u308c\u305f\u3082\u306e\u3092\u3001\u627f\u8a8d\u3092\u7d4c\u3066\u3088\u304f\u3042\u308b\u8cea\u554f\u306e\u5019\u88dc\u306b\u3059\u308b"],"architecture":"```\n\u3010\u53d6\u308a\u8fbc\u307f\u3011\u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u30fb\u901a\u77e5\u306ePDF\uff0b\u7248\u306e\u53f0\u5e33\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u898f\u7a0b\u306e\u6539\u6b63\u307e\u305f\u306f\u901a\u77e5\u306e\u767a\u51fa\u306e\u767b\u9332\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u7248\u306e\u53f0\u5e33\u304b\u3089\u3001\u9069\u7528\u3059\u308b\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u52b9\u529b\u306e\u671f\u9593\u3092 JSONL \u306b\u3059\u308b\n   \u25bc\nVertex AI Search\uff08Agent Search\uff09\u2500\u2500 \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u89e3\u6790\u3057\u3001\u6761\u306e\u898b\u51fa\u3057\u4ed8\u304d\u3067\u5206\u5272\n\n\u3010\u8cea\u554f\u3011\u56de\u7b54\u652f\u63f4\u306e\u753b\u9762\uff08\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u5b66\u5e74\u30fb\u8cea\u554f\u306e\u8981\u70b9\uff09\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Cloud Run\uff09\u2500\u2500 \u7248\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u3068\u3001\u52b9\u529b\u306e\u3042\u308b\u901a\u77e5\u306e\u6761\u4ef6\u3092\u4f5c\u308b\n   \u25bc\nanswer \u30e1\u30bd\u30c3\u30c9 \u2500\u2500 \u6761\u9805\u756a\u53f7\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3001\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u5f15\u7528\u306e\u7248\u306e\u78ba\u8a8d\u3001\u53ef\u5426\u306e\u8a00\u3044\u5207\u308a\u306e\u691c\u51fa\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u306e\u5909\u63db\n   \u25bc\n\u3010\u4eba\u3011\u6559\u52d9\u62c5\u5f53\u304c\u6761\u9805\u306e\u539f\u6587\u3068\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3092\u78ba\u304b\u3081\u3066\u8fd4\u4fe1\n   \u2514\u2500\u2500\u25b6 \u5224\u65ad\u306e\u8981\u308b\u3082\u306e\u306f\u6559\u52d9\u59d4\u54e1\u4f1a\u30fb\u5b66\u90e8\u306e\u62c5\u5f53\u3078\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\u3002answer \u30e1\u30bd\u30c3\u30c9\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u7d5e\u308a\u8fbc\u307f\uff09 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2500 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Cloud Run \u4e0a\u3067\u52d5\u304b\u3059\u3002\u7248\u306e\u6c7a\u5b9a\u3001\u5f15\u7528\u306e\u691c\u67fb\u3001\u4f4d\u7f6e\u306e\u5909\u63db\uff09 | Cloud Functions |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u898f\u7a0b\u3068\u901a\u77e5\u306e\u539f\u672c\u3068\u3001\u7248\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\uff09 | \u2500 |\n| \u5b66\u52d9 | \u65e2\u5b58\u306e\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\uff08\u6559\u52d9\u62c5\u5f53\u304c\u753b\u9762\u3067\u898b\u308b\u3060\u3051\u3002\u3053\u306e\u69cb\u6210\u304b\u3089\u306f\u3064\u306a\u304c\u306a\u3044\uff09 | \u2500 |\n\n**\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u3001\u3064\u306a\u304e\u307e\u305b\u3093\u3002** \u5b66\u751f\u306e\u6210\u7e3e\u3084\u5358\u4f4d\u306e\u72b6\u6cc1\u306f\u3001\u6559\u52d9\u62c5\u5f53\u304c\u81ea\u5206\u3067\u753b\u9762\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u6271\u3046\u306e\u306f\u3001\u898f\u7a0b\u3068\u901a\u77e5\u3068\u3044\u3046\u5b66\u5185\u306b\u516c\u958b\u3055\u308c\u305f\u6587\u66f8\u3060\u3051\u3067\u3059\u3002** \u6700\u521d\u306e\u6e96\u5099\u4f5c\u696d\u306f\u3001**\u898f\u7a0b\u3068\u901a\u77e5\u306e\u7248\u306e\u53f0\u5e33\u3092\u4f5c\u308b\u3053\u3068**\u3067\u3059\u3002\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f\u3001Vertex AI Search \u3067\u3059\u3002** Google Cloud \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001**Agent Search \u3078\u540d\u79f0\u304c\u5909\u308f\u308a\u3064\u3064\u3042\u308b**\u3068\u6ce8\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\u3002Cloud Storage \u306b\u7f6e\u3044\u305f\u6587\u66f8\u304b\u3089\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u6587\u66f8\u3054\u3068\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002\n\n**\u56de\u7b54\u306e\u751f\u6210\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u3067\u884c\u3044\u307e\u3059\u3002** \u6839\u62e0\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\uff08`includeCitations`\uff09\u306b\u52a0\u3048\u3001**\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u3092\u8fd4\u3059\u8a2d\u5b9a\uff08`relatedQuestionsSpec`\uff09**\u3068\u3001**\u8cea\u554f\u3092\u8a00\u3044\u63db\u3048\u3066\u4f55\u6bb5\u968e\u304b\u306b\u5206\u3051\u3066\u63a2\u3059\u8a2d\u5b9a\uff08`queryRephraserSpec` \u306e `maxRephraseSteps`\uff09**\u304c\u3042\u308a\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d6\u308a\u8fbc\u307f\u3068\u8cea\u554f\u3067\u3001\u8d77\u70b9\u304c2\u3064\u3042\u308a\u307e\u3059\u3002**\n\n**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u6559\u52d9\u8ab2\u304c\u898f\u7a0b\u306e\u6539\u6b63\u3001\u307e\u305f\u306f\u901a\u77e5\u306e\u767a\u51fa\u3092\u7248\u306e\u53f0\u5e33\u306b\u767b\u9332\u3057\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u6539\u6b63\u306f\u5e74\u306b\u6570\u56de\u3001\u901a\u77e5\u306f\u6708\u306b\u6570\u4ef6\u3067\u3059\u3002**\u53e4\u3044\u7248\u306f\u6d88\u3057\u307e\u305b\u3093\u3002** \u5728\u5b66\u751f\u306b\u9069\u7528\u3055\u308c\u308b\u9650\u308a\u3001\u305d\u306e\u7248\u3067\u7b54\u3048\u308b\u8cea\u554f\u304c\u6765\u307e\u3059\u3002**\u6700\u5f8c\u306e\u5728\u5b66\u751f\u304c\u5352\u696d\u3057\u305f\u7248\u306f\u3001\u53f0\u5e33\u3067 `retired` \u306b\u3057\u3066\u7d5e\u308a\u8fbc\u307f\u304b\u3089\u5916\u3057\u307e\u3059\u3002**\n\n**\u8cea\u554f\u306e\u5074\u306f\u3001\u6559\u52d9\u62c5\u5f53\u304c\u56de\u7b54\u652f\u63f4\u306e\u753b\u9762\u3067\u300c\u56de\u7b54\u6848\u3092\u4f5c\u308b\u300d\u3092\u62bc\u3057\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** \u5b66\u751f\u304b\u3089\u306e\u30e1\u30fc\u30eb\u3092\u81ea\u52d5\u3067\u8aad\u307e\u305b\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002**\u30e1\u30fc\u30eb\u306b\u306f\u6c0f\u540d\u3068\u5b66\u7c4d\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u6559\u52d9\u62c5\u5f53\u304c\u8981\u70b9\u3060\u3051\u3092\u753b\u9762\u306b\u5165\u308c\u76f4\u3057\u307e\u3059\u3002**\n\n**\u7e41\u5fd9\u671f\u306e4\u6708\u30689\u6708\u306f\u3001\u540c\u3058\u8cea\u554f\u304c\u77ed\u3044\u9593\u306b\u96c6\u4e2d\u3057\u307e\u3059\u3002** \u5c65\u4fee\u767b\u9332\u306e\u4e0a\u9650\u3084\u767b\u9332\u306e\u53d6\u308a\u6d88\u3057\u306e\u671f\u9650\u306a\u3069\u3001**\u540c\u3058\u7248\u30fb\u540c\u3058\u6761\u9805\u3067\u7b54\u3048\u308b\u8cea\u554f\u304c\u4f55\u5341\u4ef6\u3082\u7d9a\u304d\u307e\u3059\u3002** \u56de\u7b54\u6848\u306f1\u4ef6\u305a\u3064\u4f5c\u308a\u307e\u3059\u304c\u3001\u6559\u52d9\u62c5\u5f53\u306f2\u4ef6\u76ee\u304b\u3089\u306f\u6761\u9805\u306e\u78ba\u8a8d\u3092\u77ed\u304f\u3067\u304d\u307e\u3059\u3002\n\n**\u5165\u5b66\u5e74\u5ea6\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u3068\u304d\u306f\u52d5\u304b\u3057\u307e\u305b\u3093\u3002** \u7248\u3092\u7d5e\u308c\u306a\u3044\u691c\u7d22\u306f\u3001**\u3053\u306e\u69cb\u6210\u304c\u3044\u3061\u3070\u3093\u9632\u304e\u305f\u3044\u7248\u306e\u53d6\u308a\u9055\u3048\u3092\u3001\u305d\u306e\u307e\u307e\u8d77\u3053\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5b66\u5247 | \u672c\u5247\u3068\u9644\u5247\uff08\u7d4c\u904e\u63aa\u7f6e\uff09\u3002\u6539\u6b63\u3054\u3068\u306b1\u30d5\u30a1\u30a4\u30eb | \u6559\u52d9\u8ab2\u306e\u539f\u672c\uff08Cloud Storage \u3078\u8907\u88fd\uff09 |\n| \u6559\u52d9\u898f\u7a0b | \u5c65\u4fee\u30fb\u8a66\u9a13\u30fb\u6210\u7e3e\u8a55\u4fa1\u30fb\u8ffd\u8a66\u9a13\u30fb\u518d\u8a66\u9a13\u306e\u624b\u7d9a\u304d\u3002\u6539\u6b63\u3054\u3068\u306b1\u30d5\u30a1\u30a4\u30eb | \u540c\u4e0a |\n| \u5c65\u4fee\u8981\u9805 | \u5b66\u90e8\u30fb\u5165\u5b66\u5e74\u5ea6\u3054\u3068\u306e\u5352\u696d\u8981\u4ef6\u3001\u5c65\u4fee\u767b\u9332\u306e\u4e0a\u9650\u3001\u79d1\u76ee\u306e\u533a\u5206 | \u540c\u4e0a |\n| \u901a\u77e5 | \u6559\u52d9\u59d4\u54e1\u4f1a\u306e\u6c7a\u5b9a\u3001\u7279\u4f8b\u306e\u6271\u3044\u3001\u624b\u7d9a\u304d\u306e\u671f\u65e5\u306e\u5909\u66f4\u3002\u52b9\u529b\u306e\u671f\u9593\u4ed8\u304d | \u540c\u4e0a |\n| \u7248\u306e\u53f0\u5e33 | \u6587\u66f8\u306e\u7a2e\u985e\u3001\u5b66\u90e8\u3001\u9069\u7528\u3059\u308b\u5165\u5b66\u5e74\u5ea6\u306e\u59cb\u3081\u3068\u7d42\u308f\u308a\u3001\u52b9\u529b\u306e\u59cb\u3081\u3068\u7d42\u308f\u308a\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u5834\u6240 | \u6559\u52d9\u8ab2\u304c\u4f5c\u308b\u4e00\u89a7 |\n| \u8cea\u554f\u306e\u8981\u70b9 | \u5165\u5b66\u5e74\u5ea6\u3001\u5b66\u90e8\u3001\u5b66\u5e74\u3001\u8cea\u554f\u306e\u8981\u70b9\uff081\u301c3\u6587\uff09 | \u56de\u7b54\u652f\u63f4\u306e\u753b\u9762 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u7248\u306e\u53f0\u5e33\u306e\u5165\u5b66\u5e74\u5ea6\u306e\u5217\u3067\u3059\u3002** \u9644\u5247\u306e\u7d4c\u904e\u63aa\u7f6e\u3092\u8aad\u307f\u3001**\u3069\u306e\u5165\u5b66\u5e74\u5ea6\u304b\u3089\u3069\u306e\u5165\u5b66\u5e74\u5ea6\u307e\u3067\u306b\u305d\u306e\u7248\u304c\u9069\u7528\u3055\u308c\u308b\u304b**\u3092\u3001\u6559\u52d9\u8ab2\u306e\u8077\u54e1\u304c\u53f0\u5e33\u306b\u66f8\u304d\u307e\u3059\u3002\u3053\u3053\u3092\u751f\u6210AI\u306b\u8aad\u307e\u305b\u3066\u6c7a\u3081\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n**\u901a\u77e5\u306b\u306f\u3001\u52b9\u529b\u306e\u671f\u9593\u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002** \u300c\u4ee4\u548c6\u5e74\u5ea6\u306b\u9650\u308a\u8ffd\u8a66\u9a13\u306e\u7533\u8acb\u671f\u9593\u3092\u5ef6\u9577\u3059\u308b\u300d\u3068\u3044\u3046\u901a\u77e5\u306f\u3001**\u7fcc\u5e74\u5ea6\u306b\u306f\u52b9\u529b\u304c\u3042\u308a\u307e\u305b\u3093\u3002** \u671f\u9593\u306e\u7121\u3044\u901a\u77e5\u306f\u3001\u53d6\u308a\u8fbc\u307f\u3092\u6b62\u3081\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u53d6\u308a\u8fbc\u307f\u3067\u306f\u3001\u7248\u306e\u53f0\u5e33\u304b\u3089 JSONL \u3092\u4f5c\u308a\u307e\u3059\u3002** 1\u6587\u66f8\u306b\u3064\u304d1\u884c\u3067\u3001`structData` \u306b\u7248\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5165\u308c\u307e\u3059\u3002\n\n```json\n{\"id\": \"rishu-econ-2022\",\n \"structData\": {\"doc_type\": \"rishu_yoko\", \"faculty\": \"ECON\",\n   \"cohort_from\": 2022, \"cohort_to\": 2023,\n   \"effective_from\": \"2022-04-01\", \"effective_to\": \"9999-12-31\",\n   \"title\": \"\u7d4c\u6e08\u5b66\u90e8 \u5c65\u4fee\u8981\u9805\uff082022\u30fb2023\u5e74\u5ea6\u5165\u5b66\u8005\uff09\"},\n \"content\": {\"mimeType\": \"application\/pdf\",\n   \"uri\": \"gs:\/\/academic-rules\/rishu\/econ_2022.pdf\"}}\n```\n\n`doc_type` \u306f `gakusoku`\uff08\u5b66\u5247\uff09\uff0f`kyomu_kitei`\uff08\u6559\u52d9\u898f\u7a0b\uff09\uff0f`rishu_yoko`\uff08\u5c65\u4fee\u8981\u9805\uff09\uff0f`tsuchi`\uff08\u901a\u77e5\uff09\u306e4\u3064\u3001`faculty` \u306f\u5b66\u90e8\u306e\u8a18\u53f7\u3068\u3001\u5168\u5b66\u5171\u901a\u306e `ALL` \u3067\u3059\u3002**`doc_type`\u30fb`faculty`\u30fb`cohort_from`\u30fb`cohort_to`\u30fb`effective_from`\u30fb`effective_to` \u306f\u3001\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002** \u5165\u5b66\u5e74\u5ea6\u306f\u6570\u5024\u306e\u9805\u76ee\u306b\u3057\u3001\u6bd4\u3079\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**\u8cea\u554f\u306e\u3068\u304d\u306e\u7d5e\u308a\u8fbc\u307f\u306f\u3001\u6b21\u306e\u5f62\u3067\u4f5c\u308a\u307e\u3059\u3002** 2023\u5e74\u5ea6\u5165\u5b66\u306e\u7d4c\u6e08\u5b66\u90e8\u306e\u5b66\u751f\u3001\u4eca\u65e5\u304c2026\u5e7410\u67087\u65e5\u306e\u5834\u5408\u3067\u3059\u3002\n\n```\nfaculty: ANY(\"ECON\", \"ALL\")\nAND cohort_from <= 2023 AND cohort_to >= 2023\nAND effective_from <= \"2026-10-07\" AND effective_to >= \"2026-10-07\"\n```\n\n**\u5165\u5b66\u5e74\u5ea6\u306e\u6761\u4ef6\u3068\u3001\u52b9\u529b\u306e\u671f\u9593\u306e\u6761\u4ef6\u3092\u4e21\u65b9\u304b\u3051\u307e\u3059\u3002** \u898f\u7a0b\u306f\u5165\u5b66\u5e74\u5ea6\u3067\u3001\u901a\u77e5\u306f\u52b9\u529b\u306e\u671f\u9593\u3067\u7d5e\u3089\u308c\u307e\u3059\u3002\u5168\u5b66\u306e\u901a\u77e5\u306f `cohort_from` \u306b\u6700\u3082\u53e4\u3044\u5165\u5b66\u5e74\u5ea6\u3001`cohort_to` \u306b `9999` \u3092\u5165\u308c\u3001**\u540c\u3058\u5f0f\u3067\u901a\u77e5\u3082\u898f\u7a0b\u30821\u56de\u3067\u7d5e\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n**\u691c\u7d22\u7d50\u679c\u306f\u3001\u5206\u5272\u3057\u305f\u90e8\u5206\u306e\u5358\u4f4d\u3067\u8fd4\u3055\u305b\u307e\u3059\u3002** `searchResultMode` \u3092 `CHUNKS` \u306b\u3059\u308b\u3068\u3001**\u6761\u3054\u3068\u306e\u65ad\u7247\u304c\u5f15\u7528\u306e\u5358\u4f4d\u306b\u306a\u308a\u3001\u6761\u9805\u756a\u53f7\u3092\u56de\u7b54\u6848\u306b\u4ed8\u3051\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002** \u691c\u7d22\u306e\u6bb5\u968e\u3067\u8fd4\u3059\u4ef6\u6570\u306f\u65e2\u5b9a\u304c10\u3001\u4e0a\u9650\u304c25\u3067\u3059\u3002\u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u30fb\u901a\u77e5\u306e4\u7a2e\u985e\u304b\u3089\u5f15\u304f\u306e\u3067\u3001**\u901a\u77e5\u306e\u6761\u9805\u304c\u6f0f\u308c\u308b\u3088\u3046\u306a\u308915\u4ef6\u7a0b\u5ea6\u307e\u3067\u5897\u3084\u3057\u307e\u3059\u3002** \u5897\u3084\u3059\u524d\u306b\u3001\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u304c\u52b9\u3044\u3066\u3044\u308b\u304b\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u8cea\u554f\u306e\u8a00\u3044\u63db\u3048\u306f\u3001\u6700\u5927\u30673\u6bb5\u968e\u306b\u3057\u307e\u3059\u3002** `maxRephraseSteps` \u306f\u65e2\u5b9a\u304c1\u3001\u4e0a\u9650\u304c5\u3067\u3059\u3002\u300c\u4f11\u5b66\u3057\u305f\u3089\u5c65\u4fee\u767b\u9332\u3068\u5b66\u8cbb\u306f\u3069\u3046\u306a\u308b\u304b\u300d\u306e\u3088\u3046\u306a**2\u3064\u4ee5\u4e0a\u306e\u898f\u7a0b\u306b\u307e\u305f\u304c\u308b\u8cea\u554f**\u306f\u30011\u6bb5\u968e\u3067\u306f\u7247\u65b9\u306e\u6761\u9805\u3057\u304b\u5f15\u3051\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u539f\u672c\u306e\u78ba\u8a8d** \u2026 \u6559\u52d9\u8ab2\u306e\u539f\u672c\u3068\u540c\u3058\u30d5\u30a1\u30a4\u30eb\u304b\u3092\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u5024\u3067\u78ba\u304b\u3081\u3066\u304b\u3089\u8907\u88fd\u3057\u307e\u3059\n2. **\u7248\u306e\u53f0\u5e33\u3068\u306e\u7a81\u304d\u5408\u308f\u305b** \u2026 \u53f0\u5e33\u306b\u7121\u3044\u30d5\u30a1\u30a4\u30eb\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u7121\u3044\u53f0\u5e33\u306e\u884c\u3092\u4e00\u89a7\u306b\u3057\u3001\u53d6\u308a\u8fbc\u307f\u3092\u6b62\u3081\u307e\u3059\n3. **\u5165\u5b66\u5e74\u5ea6\u306e\u7bc4\u56f2\u306e\u691c\u67fb** \u2026 \u540c\u3058\u5b66\u90e8\u30fb\u540c\u3058\u6587\u66f8\u306e\u7a2e\u985e\u3067\u3001\u5165\u5b66\u5e74\u5ea6\u306e\u7bc4\u56f2\u304c\u91cd\u306a\u308b\u7248\u3084\u3001\u3059\u304d\u9593\u306e\u3042\u308b\u7248\u304c\u7121\u3044\u304b\u3092\u898b\u307e\u3059\n4. **\u901a\u77e5\u306e\u52b9\u529b\u306e\u671f\u9593\u306e\u691c\u67fb** \u2026 \u671f\u9593\u306e\u7121\u3044\u901a\u77e5\u3001\u7d42\u308f\u308a\u304c\u59cb\u3081\u3088\u308a\u524d\u306e\u901a\u77e5\u3092\u6b62\u3081\u307e\u3059\n5. **\u89e3\u6790\u306e\u8a2d\u5b9a** \u2026 \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u3001\u898b\u51fa\u3057\u30fb\u6bb5\u843d\u30fb\u8868\u3092\u691c\u51fa\u3055\u305b\u307e\u3059\u3002**\u5352\u696d\u8981\u4ef6\u306e\u5358\u4f4d\u6570\u306e\u8868\u304c\u3001\u8868\u3068\u3057\u3066\u53d6\u308c\u308b\u3053\u3068\u304c\u8981\u3067\u3059**\n6. **\u5206\u5272\u306e\u8a2d\u5b9a** \u2026 \u5206\u5272\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a500\uff09\u3067\u3059\u3002**\u6761\u3054\u3068\u306b\u5206\u304b\u308c\u3084\u3059\u3044\u3088\u3046300\u306b\u3057\u3001\u898b\u51fa\u3057\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\uff08`includeAncestorHeadings`\uff09\u3092\u6709\u52b9\u306b\u3057\u307e\u3059**\n\n**6\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001**\u6587\u66f8\u306e\u5206\u5272\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u5f8c\u3067\u6709\u52b9\u306b\u3082\u7121\u52b9\u306b\u3082\u3067\u304d\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`includeAncestorHeadings` \u306e\u65e2\u5b9a\u306f\u7121\u52b9\u3067\u3059\u3002**\u300c\u7b2c3\u7ae0 \u8a66\u9a13\u300d\u300c\u7b2c18\u6761 \u8ffd\u8a66\u9a13\u300d\u306e\u898b\u51fa\u3057\u304c\u4ed8\u304b\u306a\u3044\u65ad\u7247\u306f\u3001\u8ffd\u8a66\u9a13\u306e\u8a71\u304b\u518d\u8a66\u9a13\u306e\u8a71\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\n\n**3\u756a\u76ee\u306e\u691c\u67fb\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7bc4\u56f2\u304c\u91cd\u306a\u308b\u3068\u30011\u4eba\u306e\u5b66\u751f\u306b2\u3064\u306e\u7248\u304c\u5f53\u305f\u308a\u3001**\u3069\u3061\u3089\u306e\u6761\u9805\u304c\u5f15\u304b\u308c\u308b\u304b\u306f\u691c\u7d22\u306e\u9806\u4f4d\u3067\u6c7a\u307e\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u7d5e\u308a\u8fbc\u307e\u308c\u305f\u7248\u306e\u898f\u7a0b\u3068\u901a\u77e5\u304b\u3089\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u6761\u9805\u3092\u63a2\u3057\u3001\u6761\u9805\u306e\u8a00\u8449\u3067\u56de\u7b54\u6848\u3092\u4f5c\u308a\u3001\u6761\u9805\u756a\u53f7\u3092\u4ed8\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8a72\u5f53\u6761\u9805\u306e\u7279\u5b9a | \u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u30fb\u901a\u77e5\u306e\u3001\u3069\u306e\u6761\u3068\u9805\u304c\u95a2\u4fc2\u3059\u308b\u304b |\n| \u624b\u7d9a\u304d\u306e\u4e26\u3079\u65b9 | \u7533\u8acb\u306e\u671f\u9650\u3001\u63d0\u51fa\u5148\u3001\u5fc5\u8981\u306a\u66f8\u985e\u3092\u3001\u6761\u9805\u306b\u66f8\u304b\u308c\u305f\u9806\u306b |\n| \u901a\u77e5\u306b\u3088\u308b\u5909\u66f4\u306e\u6307\u6458 | \u898f\u7a0b\u306e\u6761\u9805\u304c\u901a\u77e5\u3067\u5909\u308f\u3063\u3066\u3044\u308c\u3070\u3001\u4e21\u65b9\u3092\u4e26\u3079\u308b |\n| \u78ba\u8a8d\u306e\u8981\u308b\u70b9\u306e\u6307\u6458 | \u5b66\u751f\u306e\u6210\u7e3e\u30fb\u5358\u4f4d\u30fb\u5728\u7c4d\u306e\u72b6\u6cc1\u3092\u898b\u306a\u3044\u3068\u6c7a\u307e\u3089\u306a\u3044\u70b9 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u500b\u3005\u306e\u5b66\u751f\u306e\u53ef\u5426\u306e\u5224\u65ad | \u5352\u696d\u30fb\u9032\u7d1a\u30fb\u4f11\u5b66\u306e\u53ef\u5426\u306f\u6559\u52d9\u59d4\u54e1\u4f1a\u3084\u5b66\u90e8\u9577\u306a\u3069\u304c\u6c7a\u3081\u308b |\n| \u7248\u306e\u9078\u629e | \u7248\u306e\u53f0\u5e33\u304b\u3089\u898f\u5247\u3067\u6c7a\u3081\u308b\u3002\u751f\u6210AI\u306e\u5224\u65ad\u306b\u4efb\u305b\u306a\u3044 |\n| \u5b66\u8cbb\u306e\u984d\u3084\u8fd4\u91d1\u306e\u8a08\u7b97 | \u984d\u306f\u898f\u7a0b\u3068\u52df\u96c6\u8981\u9805\u306e\u6570\u5b57\u3060\u3051\u3002\u8a08\u7b97\u3057\u306a\u3044 |\n| \u6761\u9805\u306b\u7121\u3044\u4f8b\u5916\u306e\u6848\u5185 | \u300c\u4e8b\u60c5\u306b\u3088\u3063\u3066\u306f\u8a8d\u3081\u3089\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u300d\u3068\u66f8\u304b\u306a\u3044 |\n| \u4ed6\u306e\u5b66\u90e8\u3084\u4ed6\u306e\u5e74\u5ea6\u306e\u898f\u7a0b\u306b\u3088\u308b\u88dc\u3044 | \u7d5e\u308a\u8fbc\u307e\u308c\u305f\u7248\u306b\u7121\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3059\u308b |\n\n**4\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5b66\u751f\u306e\u8cea\u554f\u306b\u306f\u4e8b\u60c5\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001AI\u306f\u300c\u4e8b\u60c5\u3092\u8003\u616e\u3057\u3066\u8a8d\u3081\u3089\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u66f8\u304d\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u6559\u52d9\u62c5\u5f53\u304c\u305d\u306e\u6587\u3092\u8fd4\u4fe1\u306b\u6b8b\u305b\u3070\u3001\u5b66\u751f\u306f\u5927\u5b66\u304c\u4f8b\u5916\u3092\u7d04\u675f\u3057\u305f\u3068\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n**3\u884c\u76ee\u306e\u5b66\u8cbb\u3082\u3001\u540c\u3058\u304f\u3089\u3044\u614e\u91cd\u306b\u6271\u3044\u307e\u3059\u3002** \u4f11\u5b66\u4e2d\u306e\u5b66\u8cbb\u306e\u6271\u3044\u306f\u5b66\u5247\u3084\u5225\u306e\u898f\u7a0b\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u304c\u3001**\u6e1b\u514d\u306e\u7533\u8acb\u306e\u6709\u7121\u3084\u7d0d\u4ed8\u306e\u6642\u671f\u3067\u3001\u5b66\u751f\u3054\u3068\u306e\u984d\u306f\u5909\u308f\u308a\u307e\u3059\u3002** \u56de\u7b54\u6848\u306b\u306f\u6761\u9805\u306e\u8a00\u8449\u3060\u3051\u3092\u66f8\u304b\u305b\u3001**\u984d\u306e\u6848\u5185\u306f\u5b66\u8cbb\u306e\u62c5\u5f53\u306e\u90e8\u7f72\u306b\u56de\u3057\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 `promptSpec.preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5927\u5b66\u306e\u6559\u52d9\u8ab2\u3067\u3001\u5b66\u751f\u3084\u6559\u54e1\u304b\u3089\u306e\u624b\u7d9a\u304d\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u8077\u54e1\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\u56de\u7b54\u6848\u3092\u8aad\u3080\u306e\u306f\u6559\u52d9\u8ab2\u306e\u8077\u54e1\u3067\u3001\u5f15\u7528\u3055\u308c\u305f\u6761\u9805\u306e\u539f\u6587\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u3001\n\u5b66\u751f\u306e\u72b6\u6cc1\u3092\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u78ba\u304b\u3081\u3066\u304b\u3089\u8fd4\u4fe1\u3057\u307e\u3059\u3002\n\u691c\u7d22\u7d50\u679c\u306f\u3001\u3053\u306e\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u3068\u5b66\u90e8\u306b\u9069\u7528\u3055\u308c\u308b\u898f\u7a0b\u3068\u3001\u3044\u307e\u52b9\u529b\u306e\u3042\u308b\u901a\u77e5\u3060\u3051\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u6700\u521d\u306b\u3001\u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u898f\u7a0b\u306e\u540d\u524d\u3068\u6761\u9805\u756a\u53f7\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u624b\u7d9a\u304d\u306e\u671f\u9650\u3001\u63d0\u51fa\u5148\u3001\u5fc5\u8981\u306a\u66f8\u985e\u3092\u3001\u6761\u9805\u306b\u66f8\u304b\u308c\u305f\u8a00\u8449\u306e\u307e\u307e\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u901a\u77e5\u3067\u898f\u7a0b\u306e\u6271\u3044\u304c\u5909\u308f\u3063\u3066\u3044\u308c\u3070\u3001\u898f\u7a0b\u306e\u6761\u9805\u3068\u901a\u77e5\u306e\u4e21\u65b9\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n4. \u5b66\u751f\u306e\u6210\u7e3e\u30fb\u5358\u4f4d\u30fb\u5728\u7c4d\u306e\u72b6\u6cc1\u3092\u898b\u306a\u3044\u3068\u6c7a\u307e\u3089\u306a\u3044\u70b9\u3092\u3001\u6700\u5f8c\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n5. \u5b66\u751f\u306b\u5b9b\u3066\u305f\u8fd4\u4fe1\u306e\u6587\u4f53\u3067\u3001\u656c\u8a9e\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306e\u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4ed6\u306e\u5927\u5b66\u306e\u4e00\u822c\u7684\u306a\u6271\u3044\u3084\u3001\u6cd5\u4ee4\u306e\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u5352\u696d\u3067\u304d\u307e\u3059\u300d\u300c\u4f11\u5b66\u304c\u8a8d\u3081\u3089\u308c\u307e\u3059\u300d\u300c\u5358\u4f4d\u304c\u8a8d\u5b9a\u3055\u308c\u307e\u3059\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u500b\u3005\u306e\u53ef\u5426\u306f\u300c\u6240\u5b9a\u306e\u5be9\u8b70\u3092\u7d4c\u3066\u6c7a\u307e\u308a\u307e\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6761\u9805\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u4f8b\u5916\u3084\u914d\u616e\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u4e8b\u60c5\u306b\u3088\u3063\u3066\u306f\u300d\u300c\u76f8\u8ac7\u306b\u5fdc\u3058\u3066\u300d\u306e\u3088\u3046\u306a\u6587\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u91d1\u984d\u3001\u5358\u4f4d\u6570\u3001\u65e5\u6570\u3001\u671f\u9650\u306f\u3001\u6761\u9805\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a08\u7b97\u3084\u8a00\u3044\u63db\u3048\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6839\u62e0\u306b\u306a\u308b\u6761\u9805\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6c0f\u540d\u3084\u5b66\u7c4d\u756a\u53f7\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u53ef\u5426\u306e\u6587\u3092\u5b9a\u578b\u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u7981\u3058\u308b\u3060\u3051\u3060\u3068\u8a00\u3044\u63db\u3048\u308b\u304b\u3089\u3067\u3059\u3002** \u300c\u5352\u696d\u3067\u304d\u307e\u3059\u300d\u3092\u7981\u3058\u308b\u3068\u300c\u5352\u696d\u8981\u4ef6\u306f\u6e80\u305f\u3055\u308c\u308b\u898b\u8fbc\u307f\u3067\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u8fd4\u4fe1\u3092\u53d7\u3051\u305f\u5b66\u751f\u306b\u306f\u3001\u540c\u3058\u610f\u5473\u306b\u8aad\u3081\u307e\u3059\u3002**\n\n**\u300c\u4e8b\u60c5\u306b\u3088\u3063\u3066\u306f\u300d\u3092\u540d\u6307\u3057\u3067\u7981\u3058\u3066\u3044\u308b\u306e\u306f\u3001\u512a\u3057\u3055\u304b\u3089\u51fa\u308b\u8a00\u8449\u3060\u304b\u3089\u3067\u3059\u3002** \u5b66\u751f\u306e\u56f0\u308a\u3054\u3068\u304c\u66f8\u304b\u308c\u305f\u8cea\u554f\u307b\u3069\u3001\u3053\u306e\u4e00\u6587\u304c\u8db3\u3055\u308c\u307e\u3059\u3002**\u4f8b\u5916\u3092\u8a8d\u3081\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u898f\u7a0b\u306b\u3042\u308b\u624b\u7d9a\u304d\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u3092\u6b21\u306e\u5f62\u306b\u6574\u3048\u3066\u753b\u9762\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_id\": \"\",\n  \"cohort\": 2023,\n  \"faculty\": \"ECON\",\n  \"filter\": \"\",\n  \"status\": \"answered | skipped | blocked\",\n  \"skipped_reasons\": [],\n  \"draft_reply\": \"\",\n  \"citations\": [\n    { \"doc_id\": \"kyomu-2021\", \"doc_type\": \"kyomu_kitei\",\n      \"article\": \"\u7b2c18\u6761\", \"snippet\": \"\", \"uri\": \"\",\n      \"char_start\": 0, \"char_end\": 0 }\n  ],\n  \"related_questions\": [],\n  \"eligibility_phrase_detected\": false,\n  \"route_to\": \"none | committee | faculty_office\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`filter` \u3092\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u5f8c\u3067\u7248\u306e\u53f0\u5e33\u306e\u8aa4\u308a\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u3001**\u3069\u306e\u5f0f\u3067\u7d5e\u3063\u305f\u56de\u7b54\u6848\u3060\u3063\u305f\u304b**\u304b\u3089\u3001\u5f71\u97ff\u3092\u53d7\u3051\u305f\u8fd4\u4fe1\u3092\u6d17\u3044\u51fa\u305b\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`citations` \u3067\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7248\u3092\u691c\u67fb\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u5f15\u7528\u306e `doc_id` \u304c\u53f0\u5e33\u306e\u4e0a\u3067\u3001\u3053\u306e\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u306e\u7bc4\u56f2\u306b\u7121\u3051\u308c\u3070\u3001\u56de\u7b54\u6848\u3092\u51fa\u3055\u305a\u306b `blocked` \u306b\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u3092\u6587\u5b57\u306e\u5358\u4f4d\u306b\u76f4\u3057\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001**\u5f15\u7528\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u4f4d\u7f6e\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u3067\u8fd4\u308a\u3001\u6587\u5b57\u6570\u3067\u306f\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306f1\u6587\u5b57\u304c\u8907\u6570\u306e\u30d0\u30a4\u30c8\u306b\u306a\u308b\u306e\u3067\u3001**\u305d\u306e\u307e\u307e\u753b\u9762\u306e\u5f37\u8abf\u306b\u4f7f\u3046\u3068\u3001\u5f15\u7528\u306e\u5834\u6240\u304c\u305a\u308c\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u76f4\u3057\u3001`char_start`\u30fb`char_end` \u306b\u5165\u308c\u307e\u3059\u3002\n\n**4\u3064\u76ee\u306f\u3001`related_questions` \u3092\u6559\u52d9\u62c5\u5f53\u3078\u306e\u624b\u304c\u304b\u308a\u306b\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u306e\u5019\u88dc\u3092\u8fd4\u3059\u8a2d\u5b9a\u3067\u3001**\u56de\u7b54\u304c\u30b9\u30ad\u30c3\u30d7\u3055\u308c\u305f\u3068\u304d\u306b\u306f\u8fd4\u308a\u307e\u305b\u3093\u3002** \u6559\u52d9\u62c5\u5f53\u306f\u3001\u3053\u306e\u5019\u88dc\u3092\u898b\u3066**\u5b66\u751f\u304c\u6b21\u306b\u805e\u304d\u305d\u3046\u306a\u3053\u3068\u3092\u5148\u306b\u8fd4\u4fe1\u306b\u66f8\u304d\u8db3\u3059**\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\u5b66\u751f\u306b\u305d\u306e\u307e\u307e\u898b\u305b\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\u3002\n\n**5\u3064\u76ee\u306f\u3001`eligibility_phrase_detected` \u3067\u53ef\u5426\u306e\u8a00\u3044\u5207\u308a\u3092\u691c\u51fa\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u300c\u3067\u304d\u307e\u3059\u300d\u300c\u8a8d\u3081\u3089\u308c\u307e\u3059\u300d\u300c\u8a8d\u5b9a\u3055\u308c\u307e\u3059\u300d\u306a\u3069\u306e\u8a9e\u3092\u56de\u7b54\u6848\u306e\u4e2d\u3067\u63a2\u3057\u3001**\u898b\u3064\u304b\u308c\u3070\u753b\u9762\u306e\u4e0a\u306b\u8b66\u544a\u3092\u51fa\u3057\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7248\u306e\u53f0\u5e33 | \u6539\u6b63\u30fb\u767a\u51fa\u306e\u767b\u9332 | \u9069\u7528\u3059\u308b\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u52b9\u529b\u306e\u671f\u9593 |\n| Cloud Storage | \u30d5\u30a1\u30a4\u30eb\u306e\u914d\u7f6e\u3068 JSONL | \u898f\u7a0b\u3068\u901a\u77e5\u306e\u539f\u672c\u3068\u3001\u7248\u306e\u30e1\u30bf\u30c7\u30fc\u30bf |\n| Vertex AI Search | \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u53d6\u308a\u8fbc\u307f | \u767b\u9332\u306e\u305f\u3073\u306b1\u56de\u3054\u3068\u306e\u53d6\u308a\u8fbc\u307f |\n| Vertex AI Search | answer \u30e1\u30bd\u30c3\u30c9 | `filter` \u3067\u7248\u3092\u7d5e\u308a\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3068\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f |\n| \u56de\u7b54\u652f\u63f4\u306e\u753b\u9762 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u753b\u9762 | \u56de\u7b54\u6848\u3001\u5f15\u7528\u3001\u539f\u6587\u3078\u306e\u30ea\u30f3\u30af\u3001\u8b66\u544a |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u30e1\u30fc\u30eb | \u6559\u52d9\u62c5\u5f53\u304c\u624b\u3067\u8fd4\u4fe1 | **\u81ea\u52d5\u3067\u306f\u9001\u3089\u306a\u3044** |\n\n**\u8fd4\u4fe1\u306f\u3001\u6559\u52d9\u62c5\u5f53\u304c\u81ea\u5206\u306e\u30e1\u30fc\u30eb\u304b\u3089\u9001\u308a\u307e\u3059\u3002** \u56de\u7b54\u652f\u63f4\u306e\u753b\u9762\u304b\u3089\u30e1\u30fc\u30eb\u3092\u9001\u308b\u6a5f\u80fd\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002**\u9001\u308b\u524d\u306b\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u5b66\u751f\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b\u624b\u9806\u3092\u3001\u753b\u9762\u306e\u5916\u306b\u7f6e\u3044\u3066\u304a\u304f**\u305f\u3081\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u7248\u3092\u78ba\u304b\u3081\u308b** \u2026 \u753b\u9762\u306e\u4e0a\u306e\u300c\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u9069\u7528\u3057\u305f\u7248\u300d\u304c\u3001\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b66\u751f\u306e\u60c5\u5831\u3068\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n2. **\u6761\u9805\u306e\u539f\u6587\u3092\u958b\u304f** \u2026 \u5f15\u7528\u306e\u30ea\u30f3\u30af\u304b\u3089\u8a72\u5f53\u306e\u6761\u3092\u958b\u304d\u3001**\u524d\u5f8c\u306e\u6761\u3068\u9644\u5247**\u3092\u8aad\u307f\u307e\u3059\n3. **\u5b66\u751f\u306e\u72b6\u6cc1\u3092\u78ba\u304b\u3081\u308b** \u2026 \u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u6210\u7e3e\u30fb\u5358\u4f4d\u30fb\u5728\u7c4d\u306e\u72b6\u6cc1\u3092\u898b\u3066\u3001\u56de\u7b54\u6848\u306e\u300c\u78ba\u8a8d\u306e\u8981\u308b\u70b9\u300d\u3092\u57cb\u3081\u307e\u3059\n4. **\u53ef\u5426\u306e\u5224\u65ad\u304c\u8981\u308b\u3082\u306e\u3092\u56de\u3059** \u2026 \u5352\u696d\u30fb\u9032\u7d1a\u30fb\u4f11\u5b66\u306e\u53ef\u5426\u306b\u95a2\u308f\u308b\u3082\u306e\u306f\u3001\u6559\u52d9\u59d4\u54e1\u4f1a\u3084\u5b66\u90e8\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\n5. **\u8fd4\u4fe1\u3059\u308b** \u2026 \u56de\u7b54\u6848\u3092\u76f4\u3057\u3001\u6761\u9805\u756a\u53f7\u3092\u6dfb\u3048\u3066\u8fd4\u4fe1\u3057\u307e\u3059\n\n**\u6559\u52d9\u8ab2\u306e\u8cac\u4efb\u8005\u306f\u3001\u9031\u306b\u4e00\u5ea6\u3001\u8fd4\u4fe1\u3057\u305f\u56de\u7b54\u309210\u4ef6\u629c\u304d\u53d6\u3063\u3066\u8aad\u307f\u307e\u3059\u3002** \u9069\u7528\u3057\u305f\u7248\u304c\u5b66\u751f\u306e\u5165\u5b66\u5e74\u5ea6\u3068\u5408\u3063\u3066\u3044\u305f\u304b\u3001\u53ef\u5426\u3084\u4f8b\u5916\u306e\u8a00\u3044\u56de\u3057\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u3066\u3001**\u53f0\u5e33\u3068\u6307\u793a\u306e\u898b\u76f4\u3057\u306b\u8fd4\u3057\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u3001600\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\u3059\u3002** \u7248\u3068\u6761\u9805\u306e\u78ba\u8a8d\u306b3\u5206\u3001\u5b66\u751f\u306e\u72b6\u6cc1\u306e\u78ba\u8a8d\u306b2\u5206\u3001\u8fd4\u4fe1\u306e\u624b\u76f4\u3057\u306b1\u5206\u3092\u898b\u3066\u3044\u307e\u3059\u3002**6\u5206\u3092\u5927\u304d\u304f\u8d85\u3048\u308b\u6708\u306f\u3001`blocked` \u304c\u5897\u3048\u3066\u3044\u308b\u304b\u3001\u7248\u306e\u53f0\u5e33\u306e\u5165\u5b66\u5e74\u5ea6\u306b\u8aa4\u308a\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5165\u5b66\u5e74\u5ea6\u304c\u5165\u3063\u3066\u3044\u306a\u3044 | \u691c\u7d22\u3057\u306a\u3044\u3002**\u7248\u3092\u7d5e\u308c\u306a\u3044\u691c\u7d22\u306f\u884c\u308f\u306a\u3044** |\n| \u7de8\u5165\u5b66\u30fb\u8ee2\u5b66\u90e8\u30fb\u518d\u5165\u5b66\u306e\u5b66\u751f | \u9069\u7528\u3055\u308c\u308b\u7248\u304c\u898f\u7a0b\u306e\u4e0a\u3067\u6c7a\u307e\u3063\u3066\u3044\u308c\u3070\u3001\u305d\u306e\u5165\u5b66\u5e74\u5ea6\u3092\u5165\u308c\u308b\u3002\u6c7a\u307e\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u6559\u52d9\u306e\u8cac\u4efb\u8005\u3078 |\n| 1\u4eba\u306e\u5b66\u751f\u306b2\u3064\u306e\u7248\u304c\u5f53\u305f\u308b | \u53f0\u5e33\u306e\u7bc4\u56f2\u306e\u91cd\u306a\u308a\u3002\u56de\u7b54\u6848\u3092\u51fa\u3055\u305a\u3001\u53f0\u5e33\u3092\u76f4\u3059\u307e\u3067\u7d4c\u9a13\u306e\u9577\u3044\u8077\u54e1\u304c\u7b54\u3048\u308b |\n| \u5f15\u7528\u304c\u7248\u306e\u7bc4\u56f2\u306e\u5916 | \u56de\u7b54\u6848\u3092\u51fa\u3055\u305a\u306b `blocked` |\n| \u53ef\u5426\u306e\u8a00\u3044\u5207\u308a\u304c\u691c\u51fa\u3055\u308c\u305f | \u8b66\u544a\u3092\u51fa\u3057\u3001\u5b9a\u578b\u306e\u6587\u306b\u76f4\u3059\u3088\u3046\u4fc3\u3059 |\n| \u56de\u7b54\u304c\u30b9\u30ad\u30c3\u30d7\u3055\u308c\u305f | \u300c\u95a2\u4fc2\u3059\u308b\u6761\u9805\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u51fa\u3057\u3001\u691c\u7d22\u3067\u5f53\u305f\u3063\u305f\u6587\u66f8\u306e\u4e00\u89a7\u3092\u793a\u3059 |\n| \u52b9\u529b\u306e\u671f\u9593\u306e\u7121\u3044\u901a\u77e5\u304c\u898b\u3064\u304b\u3063\u305f | \u53d6\u308a\u8fbc\u307f\u3092\u6b62\u3081\u3001\u53f0\u5e33\u3092\u76f4\u3059 |\n| \u8cea\u554f\u306e\u8981\u70b9\u306b\u6c0f\u540d\u3084\u5b66\u7c4d\u756a\u53f7\u304c\u5165\u3063\u305f | \u9001\u308b\u524d\u306b\u691c\u51fa\u3057\u3066\u6b62\u3081\u3001\u5165\u308c\u76f4\u3057\u3066\u3082\u3089\u3046 |\n| \u5b66\u8cbb\u306e\u984d\u3092\u805e\u304b\u308c\u305f | \u6761\u9805\u306e\u5834\u6240\u3060\u3051\u3092\u793a\u3057\u3001**\u984d\u306e\u6848\u5185\u306f\u5b66\u8cbb\u306e\u62c5\u5f53\u306e\u90e8\u7f72\u3078\u56de\u3059** |\n| Vertex AI Search \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u30dd\u30fc\u30bf\u30eb\u306e\u898f\u7a0b\u306e\u4e00\u89a7\u3078\u306e\u30ea\u30f3\u30af\u3092\u51fa\u3059 |\n\n**2\u884c\u76ee\u306f\u3001\u53f0\u5e33\u306e\u4f5c\u308a\u65b9\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002** \u7de8\u5165\u5b66\u306e\u5b66\u751f\u306b\u3069\u306e\u5165\u5b66\u5e74\u5ea6\u306e\u7248\u304c\u9069\u7528\u3055\u308c\u308b\u304b\u306f\u3001**\u5927\u5b66\u3054\u3068\u306b\u898f\u7a0b\u3067\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002** \u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u5927\u5b66\u3067\u306f\u3001\u3053\u306e\u69cb\u6210\u3092\u5165\u308c\u308b\u524d\u306b\u6559\u52d9\u59d4\u54e1\u4f1a\u3067\u6c7a\u3081\u3066\u3082\u3089\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u306e\u53d7\u4ed8\u306e\u65e5\u6642\u3001\u6559\u52d9\u62c5\u5f53\u3001\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u5b66\u5e74\u3001\u8cea\u554f\u306e\u8981\u70b9\n- **\u305d\u306e\u3068\u304d\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f**\u3068\u3001\u9069\u7528\u3057\u305f\u7248\u306e\u4e00\u89a7\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u56de\u7b54\u6848\u3001\u5f15\u7528\u3001\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u3001\u30b9\u30ad\u30c3\u30d7\u306e\u7406\u7531\uff09\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u691c\u67fb\u306e\u7d50\u679c\uff08\u7248\u306e\u5916\u306e\u5f15\u7528\u3001\u53ef\u5426\u306e\u8a00\u3044\u5207\u308a\uff09\n- **\u6559\u52d9\u62c5\u5f53\u304c\u8fd4\u4fe1\u3057\u305f\u6587**\u3068\u3001\u56de\u7b54\u6848\u304b\u3089\u5909\u3048\u305f\u70b9\n- \u6559\u52d9\u59d4\u54e1\u4f1a\u3084\u5b66\u90e8\u306e\u62c5\u5f53\u3078\u56de\u3057\u305f\u3082\u306e\u3068\u3001\u305d\u306e\u7d50\u8ad6\n\n**5\u3064\u76ee\u306f\u3001\u3088\u304f\u3042\u308b\u8cea\u554f\u306e\u5019\u88dc\u3092\u4f5c\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u56de\u7b54\u6848\u3092\u307b\u3068\u3093\u3069\u76f4\u3055\u305a\u306b\u8fd4\u4fe1\u3067\u304d\u305f\u8cea\u554f\u306f\u3001**\u6761\u9805\u3060\u3051\u3067\u7b54\u3048\u3089\u308c\u308b\u8cea\u554f**\u3067\u3059\u3002\u6708\u306b\u4e00\u5ea6\u3001\u6559\u52d9\u8ab2\u306e\u8cac\u4efb\u8005\u304c\u9078\u3073\u3001\u627f\u8a8d\u3057\u305f\u3082\u306e\u3092\u30dd\u30fc\u30bf\u30eb\u306e\u3088\u304f\u3042\u308b\u8cea\u554f\u306b\u8db3\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5728\u5b66\u751f\u306b\u9069\u7528\u3055\u308c\u308b\u7248\u304c\u591a\u3044\u5b66\u90e8\u30921\u3064\u9078\u3073\u3001\u305d\u306e\u5b66\u90e8\u306e\u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u3092\u3001\u5165\u5b66\u5e74\u5ea6\u3054\u3068\u306b\u96c6\u3081\u308b\n2. \u5148\u6708\u306e\u8cea\u554f\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001**\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u3068\u8cea\u554f\u306e\u8981\u70b9**\u3092\u3001\u6c0f\u540d\u3092\u9664\u3044\u3066\u66f8\u304d\u51fa\u3059\n3. 30\u4ef6\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u306e\u56de\u7b54\u3068\u6839\u62e0\u306b\u3057\u305f\u6761\u9805\u3092\u63a7\u3048\u308b\n4. 1\u4ef6\u305a\u3064\u3001\u305d\u306e\u5165\u5b66\u5e74\u5ea6\u306e\u7248\u306ePDF\u3060\u3051\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u6e21\u3057\u3001\u6761\u9805\u756a\u53f7\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3092\u4f5c\u3089\u305b\u308b\n5. \u300c\u3053\u306e\u898f\u7a0b\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u500b\u3005\u306e\u5b66\u751f\u306e\u53ef\u5426\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6761\u9805\u306b\u7121\u3044\u4f8b\u5916\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n6. \u51fa\u3066\u304d\u305f\u56de\u7b54\u6848\u3068\u3001\u5f53\u6642\u306e\u56de\u7b54\u3068\u6761\u9805\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**4\u756a\u76ee\u3067\u3001\u7248\u3092\u624b\u3067\u9078\u3093\u3067\u6e21\u3059\u3053\u3068\u304c\u8a66\u3057\u306e\u8981\u3067\u3059\u3002** \u3053\u3053\u3067\u6b63\u3057\u3044\u6761\u9805\u304c\u5f15\u3051\u308b\u306a\u3089\u3001**\u672c\u683c\u69cb\u6210\u3067\u96e3\u3057\u3044\u306e\u306f\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u5074**\u3060\u3068\u5206\u304b\u308a\u307e\u3059\u3002\n\n**30\u4ef6\u306b\u306f\u3001\u5165\u5b66\u5e74\u5ea6\u306e\u5883\u76ee\u306e\u5b66\u751f\u306e\u8cea\u554f\u3092\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u6539\u6b63\u306e\u524d\u5f8c\u306e\u5165\u5b66\u5e74\u5ea6\u3067\u7b54\u3048\u304c\u5909\u308f\u308b\u8cea\u554f\u304c\u3001**\u7248\u3092\u53d6\u308a\u9055\u3048\u305f\u3068\u304d\u306b\u3044\u3061\u3070\u3093\u5f71\u97ff\u306e\u5927\u304d\u3044\u8cea\u554f**\u3067\u3059\u3002\u5f53\u6642\u306e\u56de\u7b54\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u3082\u3001\u3042\u308f\u305b\u3066\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u6761\u9805\u304c\u5f15\u3051\u308b | **\u7248\u306e\u53f0\u5e33\u306e\u6574\u5099\u3068\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u901a\u77e5\u3067\u5909\u308f\u3063\u305f\u6271\u3044\u304c\u53cd\u6620\u3055\u308c\u306a\u3044 | **\u901a\u77e5\u306e\u53d6\u308a\u8fbc\u307f\u3068\u52b9\u529b\u306e\u671f\u9593\u304c\u8981\u308b\u3002** \u53f0\u5e33\u306b\u901a\u77e5\u3092\u8db3\u3059 |\n| \u300c\u4e8b\u60c5\u306b\u3088\u3063\u3066\u306f\u300d\u304c\u6df7\u3056\u308b | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n\n**2\u884c\u76ee\u306f\u5931\u6557\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u898f\u7a0b\u3060\u3051\u3067\u7b54\u3048\u308b\u3068\u53e4\u3044\u6271\u3044\u306b\u306a\u308b\u8cea\u554f\u304c\u3001**\u3069\u308c\u304f\u3089\u3044\u3042\u308b\u304b**\u304c\u5206\u304b\u308a\u307e\u3059\u3002","minimal_setup_short":"\u5165\u5b66\u5e74\u5ea6\u306e\u7248\u3092\u624b\u3067\u9078\u3073\u3001AI\u30b5\u30fc\u30d3\u30b9\u306b\u6e21\u3057\u3066\u56de\u7b54\u6848\u3092\u4f5c\u3089\u305b\u308b \uff0f 1\u5b66\u90e8\u30fb30\u4ef6\u306e\u8a66\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u898f\u7a0b\u3092\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u5165\u308c\u3001\u5165\u5b66\u5e74\u5ea6\u3068\u5b66\u90e8\u3067\u7d5e\u3063\u3066\u56de\u7b54\u6848\u3092\u4f5c\u308b \uff0f \u7248\u306e\u9078\u629e\u3068\u6761\u9805\u306e\u691c\u7d22","full_setup":"\u4e0a\u8a18\uff0b\u901a\u77e5\u306e\u52b9\u529b\u306e\u671f\u9593\u306b\u3088\u308b\u7d5e\u308a\u8fbc\u307f\u3001\u5f15\u7528\u306e\u7248\u306e\u691c\u67fb\u3001\u53ef\u5426\u306e\u8a00\u3044\u5207\u308a\u306e\u691c\u51fa\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u306e\u5909\u63db\u3001\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f \uff0f \u8cea\u554f\u306e\u8981\u70b9\u3092\u5165\u308c\u3066\u304b\u3089\u3001\u6839\u62e0\u4ed8\u304d\u306e\u56de\u7b54\u6848\u304c\u51fa\u308b\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u306f\u3001\u901a\u77e5\u304c\u5165\u308a\u307e\u305b\u3093\u3002** \u898f\u7a0b\u306e\u6761\u9805\u3060\u3051\u3067\u7b54\u3048\u308b\u306e\u3067\u3001**\u7279\u4f8b\u3084\u671f\u65e5\u306e\u5909\u66f4\u304c\u3042\u308b\u5e74\u5ea6\u306b\u306f\u53e4\u3044\u6271\u3044\u3092\u6848\u5185\u3057\u307e\u3059\u3002** \u672c\u683c\u69cb\u6210\u3068\u306e\u5dee\u306f\u3053\u3053\u3067\u3001**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u672c\u683c\u69cb\u6210\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**\u7248\u306e\u53f0\u5e33\u306e\u5165\u5b66\u5e74\u5ea6\u306e\u7bc4\u56f2\u306e\u8aa4\u308a**\u304c\u898b\u3064\u304b\u308a\u307e\u3059\u3002\u305d\u308c\u3092\u76f4\u3057\u3066\u304b\u3089\u901a\u77e5\u3092\u8db3\u3057\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u6700\u65b0\u306e\u7248\u3067\u4e0a\u306e\u5b66\u5e74\u306b\u7b54\u3048\u308b | **\u5165\u5b66\u5e74\u5ea6\u306e\u7bc4\u56f2\u3067\u7d5e\u308b\u3002** \u5165\u5b66\u5e74\u5ea6\u304c\u7121\u3051\u308c\u3070\u691c\u7d22\u3057\u306a\u3044 |\n| 1\u4eba\u306e\u5b66\u751f\u306b2\u3064\u306e\u7248\u304c\u5f53\u305f\u308b | \u53d6\u308a\u8fbc\u307f\u306e\u524d\u306b\u3001\u7bc4\u56f2\u306e\u91cd\u306a\u308a\u3068\u3059\u304d\u9593\u3092\u691c\u67fb\u3059\u308b |\n| \u901a\u77e5\u3067\u5909\u308f\u3063\u305f\u6271\u3044\u304c\u53cd\u6620\u3055\u308c\u306a\u3044 | \u901a\u77e5\u306b\u52b9\u529b\u306e\u671f\u9593\u3092\u6301\u305f\u305b\u3001**\u4eca\u65e5\u306e\u65e5\u4ed8\u3067\u7d5e\u308b** |\n| \u671f\u9650\u306e\u5207\u308c\u305f\u7279\u4f8b\u3092\u6848\u5185\u3059\u308b | \u52b9\u529b\u306e\u7d42\u308f\u308a\u306e\u65e5\u3092\u5fc5\u305a\u5165\u308c\u3001\u7121\u3044\u901a\u77e5\u306f\u53d6\u308a\u8fbc\u307e\u306a\u3044 |\n| \u5f15\u7528\u306e\u5f37\u8abf\u306e\u4f4d\u7f6e\u304c\u305a\u308c\u308b | **\u5f15\u7528\u306e\u4f4d\u7f6e\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u3002** \u6587\u5b57\u306e\u4f4d\u7f6e\u306b\u76f4\u3059 |\n| 2\u3064\u306e\u898f\u7a0b\u306b\u307e\u305f\u304c\u308b\u8cea\u554f\u3067\u7247\u65b9\u3057\u304b\u5f15\u304b\u308c\u306a\u3044 | `maxRephraseSteps` \u3092\u5897\u3084\u3059\uff08\u4e0a\u96505\uff09 |\n| \u6761\u306e\u9014\u4e2d\u3067\u5207\u308c\u3066\u4f55\u306e\u8a71\u304b\u5206\u304b\u3089\u306a\u3044 | `includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3059\u308b\u3002**\u4f5c\u6210\u5f8c\u306f\u5206\u5272\u3092\u5909\u3048\u3089\u308c\u306a\u3044** |\n| \u300c\u5352\u696d\u3067\u304d\u307e\u3059\u300d\u3068\u66f8\u304f | \u53ef\u5426\u306e\u6587\u3092\u5b9a\u578b\u306b\u3057\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8a9e\u3092\u691c\u51fa\u3059\u308b |\n| \u6761\u9805\u306b\u7121\u3044\u4f8b\u5916\u3092\u6848\u5185\u3059\u308b | \u300c\u4e8b\u60c5\u306b\u3088\u3063\u3066\u306f\u300d\u3092\u540d\u6307\u3057\u3067\u7981\u3058\u308b |\n| \u30e1\u30fc\u30eb\u306e\u6c0f\u540d\u304c\u691c\u7d22\u306b\u6e21\u308b | \u8981\u70b9\u3092\u753b\u9762\u306b\u5165\u308c\u76f4\u3059\u904b\u7528\u306b\u3057\u3001\u5165\u529b\u3067\u691c\u51fa\u3057\u3066\u6b62\u3081\u308b |\n| \u5352\u696d\u3057\u305f\u5165\u5b66\u5e74\u5ea6\u306e\u7248\u304c\u6b8b\u308a\u7d9a\u3051\u308b | \u53f0\u5e33\u3067 `retired` \u306b\u3057\u3001**\u7d5e\u308a\u8fbc\u307f\u304b\u3089\u5916\u3059** |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u7248\u306e\u53d6\u308a\u9055\u3048\u3067\u3001**\u8fd4\u4fe1\u306e\u4e2d\u8eab\u304c\u6b63\u3057\u304f\u898b\u3048\u308b\u307b\u3069\u3001\u5b66\u751f\u3082\u8077\u54e1\u3082\u6c17\u3065\u304d\u307e\u305b\u3093\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u30fb\u901a\u77e5\u3068\u3044\u3046\u5b66\u5185\u306b\u516c\u958b\u3055\u308c\u305f\u6587\u66f8\u3068\u3001\u8cea\u554f\u306e\u8981\u70b9\uff08\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u5b66\u5e74\uff09\u3067\u3059\u3002**\u5b66\u751f\u306e\u6c0f\u540d\u30fb\u5b66\u7c4d\u756a\u53f7\u30fb\u6210\u7e3e\u306f\u6271\u3044\u307e\u305b\u3093\u3002**\n\n1. **\u5b66\u751f\u306e\u500b\u4eba\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u6e21\u3055\u306a\u3044** \u2026 \u56de\u7b54\u652f\u63f4\u306e\u753b\u9762\u306b\u5165\u308c\u308b\u306e\u306f\u5165\u5b66\u5e74\u5ea6\u30fb\u5b66\u90e8\u30fb\u5b66\u5e74\u3068\u8981\u70b9\u3060\u3051\u3067\u3059\u3002**\u5b66\u751f\u306e\u72b6\u6cc1\u306f\u3001\u6559\u52d9\u62c5\u5f53\u304c\u5b66\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u78ba\u304b\u3081\u307e\u3059**\n2. **\u5b66\u751f\u304c\u76f4\u63a5\u4f7f\u3046\u7a93\u53e3\u306b\u3057\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u306f\u6559\u52d9\u62c5\u5f53\u306e\u56de\u7b54\u6848\u3092\u4f5c\u308b\u3082\u306e\u3067\u3059\u3002**\u56de\u7b54\u6848\u306f\u8077\u54e1\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u8fd4\u4fe1\u3057\u3001\u5b66\u751f\u306bAI\u306e\u6587\u3092\u305d\u306e\u307e\u307e\u898b\u305b\u307e\u305b\u3093**\n3. **\u53ef\u5426\u306e\u5224\u65ad\u3092\u751f\u6210\u3055\u305b\u306a\u3044** \u2026 \u5352\u696d\u30fb\u9032\u7d1a\u30fb\u4f11\u5b66\u30fb\u5358\u4f4d\u306e\u8a8d\u5b9a\u306e\u53ef\u5426\u306f\u3001\u898f\u7a0b\u306b\u3042\u308b\u624b\u7d9a\u304d\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002**\u5b9a\u578b\u306e\u6587\u3068\u8a9e\u306e\u691c\u51fa\u306e\u4e21\u65b9\u3067\u5b88\u308a\u307e\u3059**\n4. **\u4f8b\u5916\u3092\u7d04\u675f\u3055\u305b\u306a\u3044** \u2026 \u6761\u9805\u306b\u7121\u3044\u914d\u616e\u306e\u6848\u5185\u306f\u3001**\u5927\u5b66\u304c\u7d04\u675f\u3057\u305f\u3068\u53d7\u3051\u53d6\u3089\u308c\u307e\u3059**\n5. **\u7248\u306e\u53f0\u5e33\u306e\u5909\u66f4\u3092\u8a18\u9332\u3059\u308b** \u2026 \u8ab0\u304c\u3001\u3044\u3064\u3001\u3069\u306e\u5165\u5b66\u5e74\u5ea6\u306e\u7bc4\u56f2\u3092\u76f4\u3057\u305f\u304b\u3092\u6b8b\u3057\u3001**\u8aa4\u308a\u306e\u5f71\u97ff\u3092\u53d7\u3051\u305f\u8fd4\u4fe1\u3092\u6d17\u3044\u51fa\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059**\n6. **\u3088\u304f\u3042\u308b\u8cea\u554f\u3078\u306e\u8ee2\u7528\u306f\u627f\u8a8d\u3092\u7d4c\u308b** \u2026 \u56de\u7b54\u6848\u304b\u3089\u4f5c\u3063\u305f\u3088\u304f\u3042\u308b\u8cea\u554f\u306f\u3001**\u6559\u52d9\u8ab2\u306e\u8cac\u4efb\u8005\u304c\u627f\u8a8d\u3057\u3066\u304b\u3089\u516c\u958b\u3057\u307e\u3059**\n\n**\u898f\u7a0b\u3068\u901a\u77e5\u306f\u5b66\u5185\u306b\u516c\u958b\u3055\u308c\u305f\u6587\u66f8\u3067\u3059\u304c\u3001\u6539\u6b63\u306e\u6848\u3084\u6559\u52d9\u59d4\u54e1\u4f1a\u306e\u5be9\u8b70\u4e2d\u306e\u8cc7\u6599\u306f\u5165\u308c\u307e\u305b\u3093\u3002** \u6c7a\u307e\u308b\u524d\u306e\u6271\u3044\u304c\u56de\u7b54\u6848\u306b\u51fa\u308b\u3068\u3001**\u5b66\u751f\u306b\u306f\u6c7a\u307e\u3063\u305f\u3053\u3068\u3068\u3057\u3066\u4f1d\u308f\u308a\u307e\u3059\u3002**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5225\u306e\u7248\u306e\u898f\u5b9a\u3092\u6848\u5185\u3059\u308b\u3053\u3068\u3068\u3001\u53ef\u5426\u3084\u4f8b\u5916\u3092\u7d04\u675f\u3059\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u7248\u306e\u53f0\u5e33\u3068\u5f15\u7528\u306e\u691c\u67fb\u3001\u5f8c\u8005\u306f\u5b9a\u578b\u306e\u6587\u3068\u8a9e\u306e\u691c\u51fa\u3067\u9632\u304e\u307e\u3059\u3002**\u3069\u3061\u3089\u3082AI\u306e\u7cbe\u5ea6\u3067\u306f\u306a\u304f\u3001\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u5b66\u751f\u6570\u304c\u6570\u5343\u540d\u4ee5\u4e0a\u3067\u8907\u6570\u306e\u5b66\u90e8\u3092\u6301\u3064\u5927\u5b66\u30fb\u77ed\u671f\u5927\u5b66\u30fb\u5927\u5b66\u9662\u3067\u3001\u6559\u52d9\u8ab2\u306b\u5c65\u4fee\u30fb\u6210\u7e3e\u30fb\u4f11\u5b66\u306e\u624b\u7d9a\u304d\u306e\u8cea\u554f\u304c\u6bce\u6708\u6570\u767e\u4ef6\u5c4a\u304f\u5834\u5408\u3002\u5b66\u5247\u3084\u5c65\u4fee\u8981\u9805\u3092\u5165\u5b66\u5e74\u5ea6\u3054\u3068\u306b\u6539\u6b63\u3057\u3066\u304a\u308a\u3001\u5b66\u751f\u306b\u3088\u3063\u3066\u9069\u7528\u3055\u308c\u308b\u7248\u304c\u9055\u3046\u5834\u5408\u3002\u6559\u52d9\u59d4\u54e1\u4f1a\u306e\u6c7a\u5b9a\u3084\u7279\u4f8b\u306e\u901a\u77e5\u304c\u5e74\u5ea6\u3054\u3068\u306b\u305f\u307e\u308a\u3001\u30d9\u30c6\u30e9\u30f3\u306e\u8077\u54e1\u3057\u304b\u5168\u4f53\u3092\u628a\u63e1\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u3002\u898f\u7a0b\u3068\u901a\u77e5\u306e\u96fb\u5b50\u306e\u539f\u672c\u306b\u3001\u9069\u7528\u3055\u308c\u308b\u5165\u5b66\u5e74\u5ea6\u3068\u671f\u9593\u3092\u4ed8\u3051\u3066\u7ba1\u7406\u3067\u304d\u308b\u5834\u5408\u3002","not_recommended_for":"\u5b66\u751f\u6570\u304c\u6570\u767e\u540d\u3067\u3001\u898f\u7a0b\u304c1\u3064\u306e\u518a\u5b50\u306b\u307e\u3068\u307e\u308a\u3001\u6539\u6b63\u304c\u307b\u3068\u3093\u3069\u7121\u3044\u5834\u5408\u3002\u898f\u7a0b\u3084\u901a\u77e5\u304c\u7d19\u3067\u3057\u304b\u6b8b\u3063\u3066\u304a\u3089\u305a\u3001\u96fb\u5b50\u306e\u539f\u672c\u3092\u7528\u610f\u3067\u304d\u306a\u3044\u5834\u5408\u3002\u8cea\u554f\u306e\u591a\u304f\u304c\u500b\u3005\u306e\u5b66\u751f\u306e\u6210\u7e3e\u3084\u5358\u4f4d\u306e\u72b6\u6cc1\u306e\u78ba\u8a8d\u3067\u3001\u898f\u7a0b\u3092\u5f15\u304f\u5fc5\u8981\u304c\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u500b\u3005\u306e\u5b66\u751f\u304c\u5352\u696d\u3084\u9032\u7d1a\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u304b\u3001\u4f11\u5b66\u3084\u5fa9\u5b66\u3092\u8a8d\u3081\u308b\u304b\u306e\u5224\u65ad\u306f\u6559\u52d9\u59d4\u54e1\u4f1a\u3084\u5b66\u90e8\u9577\u306a\u3069\u304c\u884c\u3046\u3082\u306e\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u7248\u306e\u53f0\u5e33\u30921\u5b66\u90e8\u5206\u4f5c\u308b**\n\n\u5728\u5b66\u751f\u306b\u9069\u7528\u3055\u308c\u308b\u7248\u304c\u591a\u3044\u5b66\u90e8\u30921\u3064\u9078\u3073\u3001\u5b66\u5247\u30fb\u6559\u52d9\u898f\u7a0b\u30fb\u5c65\u4fee\u8981\u9805\u306e**\u7248\u3068\u3001\u9069\u7528\u3059\u308b\u5165\u5b66\u5e74\u5ea6\u306e\u7bc4\u56f2**\u3092\u53f0\u5e33\u306b\u3057\u307e\u3059\u3002\u9644\u5247\u306e\u7d4c\u904e\u63aa\u7f6e\u306f\u3001\u6559\u52d9\u8ab2\u306e\u7d4c\u9a13\u306e\u9577\u3044\u8077\u54e1\u3068\u8aad\u307f\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u8cea\u554f\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001\u5165\u5b66\u5e74\u5ea6\u306e\u7248\u3092\u624b\u3067\u9078\u3093\u3067AI\u30b5\u30fc\u30d3\u30b9\u306b\u6e21\u3057\u307e\u3059\u3002**\u5f53\u6642\u306e\u56de\u7b54\u3068\u6761\u9805\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u300c\u4e8b\u60c5\u306b\u3088\u3063\u3066\u306f\u300d\u3084\u53ef\u5426\u306e\u8a00\u3044\u5207\u308a\u304c\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u901a\u77e5\u3092\u53f0\u5e33\u306b\u8db3\u3059**\n\n\u904e\u53bb6\u5e74\u306e\u901a\u77e5\u306b\u3001**\u52b9\u529b\u306e\u59cb\u3081\u3068\u7d42\u308f\u308a\u3001\u9069\u7528\u3059\u308b\u5b66\u90e8\u3068\u5165\u5b66\u5e74\u5ea6**\u3092\u4ed8\u3051\u307e\u3059\u3002\u52b9\u529b\u306e\u7d42\u308f\u308a\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u901a\u77e5\u306f\u3001\u6559\u52d9\u59d4\u54e1\u4f1a\u306e\u8a18\u9332\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u30011\u5b66\u90e8\u3067\u4f7f\u3046**\n\n\u5206\u5272\u306e\u5927\u304d\u3055\u3068 `includeAncestorHeadings` \u3092\u6c7a\u3081\u3066\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u30011\u5b66\u90e8\u306e\u898f\u7a0b\u3068\u901a\u77e5\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u5165\u5b66\u5e74\u5ea6\u306e\u5883\u76ee\u306e\u5b66\u751f\u306e\u8cea\u554f\u3067\u3001\u6b63\u3057\u3044\u7248\u304c\u5f15\u3051\u308b\u304b\u3092\u6700\u521d\u306b\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5f15\u7528\u306e\u7248\u306e\u691c\u67fb\u3001\u53ef\u5426\u306e\u8a00\u3044\u5207\u308a\u306e\u691c\u51fa\u3001\u5f15\u7528\u306e\u4f4d\u7f6e\u306e\u5909\u63db\u3092\u8db3\u3057\u3001\u5168\u5b66\u90e8\u306b\u5e83\u3052\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u3068\u3088\u304f\u3042\u308b\u8cea\u554f\u306e\u5019\u88dc\u3092\u8db3\u3057\u30011\u4ef615\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u7e41\u5fd9\u671f\u306e4\u6708\u306b\u3001\u7d4c\u9a13\u306e\u9577\u3044\u8077\u54e1\u306e\u5e2d\u306b\u4ed8\u7b8b\u304c\u96c6\u307e\u3089\u306a\u304f\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0321","UC-0247","UC-0601","UC-0200"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"},{"id":5349,"slug":"kokoku-link-zokusei","title":"\u5e83\u544a\u306e\u30ea\u30f3\u30af\u306b\u4ed8\u3051\u308b\u6307\u5b9a\u3068\u306f\uff1f\uff5c\u691c\u7d22\u306e\u8a55\u4fa1\u3092\u5b88\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5b66\u5247\u306b\u5c11\u306a\u304f\u3068\u3082\u8a18\u8f09\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u4e8b\u9805\u306b\u3001\u5b66\u7fd2\u306e\u8a55\u4fa1\u53ca\u3073\u8ab2\u7a0b\u4fee\u4e86\u306e\u8a8d\u5b9a\u306b\u95a2\u3059\u308b\u4e8b\u9805\u3001\u5165\u5b66\u30fb\u9000\u5b66\u30fb\u8ee2\u5b66\u30fb\u4f11\u5b66\u53ca\u3073\u5352\u696d\u306b\u95a2\u3059\u308b\u4e8b\u9805\u304c\u542b\u307e\u308c\u308b\u3053\u3068\uff08\u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247\u7b2c4\u6761\u7b2c1\u9805\uff09 | [e-Gov\u6cd5\u4ee4API: \u5b66\u6821\u6559\u80b2\u6cd5\u65bd\u884c\u898f\u5247 \u7b2c4\u6761](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/322M40000080011?law_full_text_format=json&elm=MainProvision-Article_4) | 2026-10-07 |\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u306e `includeCitations`\u3001`promptSpec.preamble`\u3001`filter`\u3001`answerSkippedReasons`\u3002\u691c\u7d22\u306e\u6bb5\u968e\u3067\u8fd4\u3059\u4ef6\u6570\u304c\u65e2\u5b9a10\u30fb\u4e0a\u965025\u3067\u3001`searchResultMode` \u3067\u5206\u5272\u3057\u305f\u90e8\u5206\u306e\u5358\u4f4d\u3092\u9078\u3079\u308b\u3053\u3068\u3002`relatedQuestionsSpec` \u3067\u4f75\u305b\u3066\u805e\u304b\u308c\u305d\u3046\u306a\u8cea\u554f\u3092\u8fd4\u3057\u3001\u56de\u7b54\u304c\u30b9\u30ad\u30c3\u30d7\u3055\u308c\u305f\u3068\u304d\u306f\u8fd4\u3089\u306a\u3044\u3053\u3068\u3002`queryRephraserSpec` \u306e `maxRephraseSteps` \u304c\u65e2\u5b9a1\u30fb\u4e0a\u96505\u3067\u3042\u308b\u3053\u3068\u3002\u5f15\u7528\u306e\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u4f4d\u7f6e\u304c UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u3067\u8fd4\u308a\u3001\u6587\u5b57\u6570\u3067\u306f\u306a\u3044\u3053\u3068 | [Google Cloud: Get answers and follow-ups\uff08answer method\uff09](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-07 |\n| \u7d5e\u308a\u8fbc\u307f\u306e `ANY()`\u3001\u6570\u5024\u3068\u65e5\u4ed8\u306e\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3001`AND`\uff0f`OR`\uff0f`NOT` \u306e\u7d44\u307f\u5408\u308f\u305b\u3002\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [Google Cloud: Filter search by metadata](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\u898b\u51fa\u3057\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u3002\u5206\u5272\u306e\u5927\u304d\u3055\u304c100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a500\uff09\u3067\u3001`includeAncestorHeadings` 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