{"id":15642,"date":"2026-10-15T14:08:07","date_gmt":"2026-10-15T05:08:07","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/vertex-restaurant-franchise-manual\/"},"modified":"2026-10-15T14:08:07","modified_gmt":"2026-10-15T05:08:07","slug":"vertex-restaurant-franchise-manual","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/vertex-restaurant-franchise-manual\/","title":{"rendered":"\u98f2\u98df\u306e\u30d5\u30e9\u30f3\u30c1\u30e3\u30a4\u30ba\u672c\u90e8\u304c\u3001\u52a0\u76df\u5e97\u304b\u3089\u306e\u5e97\u8217\u904b\u55b6\u306e\u8cea\u554f\u306b\u3001\u5e97\u8217\u904b\u55b6\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u672c\u90e8\u306e\u901a\u9054\u3092\u5f15\u3044\u3066\u6839\u62e0\u4ed8\u304d\u3067\u7b54\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u52a0\u76df\u5e97\u306e\u5e97\u9577\u304c\u672c\u90e8\u306e\u30dd\u30fc\u30bf\u30eb\u3067\u300c\u65b0\u30e1\u30cb\u30e5\u30fc\u306e\u76db\u308a\u4ed8\u3051\u306e\u624b\u9806\u306f\u300d\u300c\u98df\u6d17\u6a5f\u306e\u3053\u306e\u30a8\u30e9\u30fc\u306f\u300d\u3068\u805e\u304f\u3068\u3001\u305d\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u304b\u3089\u3001\u3044\u307e\u52b9\u3044\u3066\u3044\u308b\u7b87\u6240\u3092\u5f15\u7528\u3057\u3066\u7b54\u3048\u307e\u3059\u3002\u98df\u54c1\u306e\u5b89\u5168\u306e\u5224\u65ad\u3068\u5951\u7d04\u30fb\u8cbb\u7528\u306e\u8cea\u554f\u306f\u3001\u7b54\u3048\u305a\u306b\u672c\u90e8\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1631","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-15","tech_verified_date":"2026-10-15","trigger":"**\u8d77\u70b9\u306f\u3001\u5e97\u9577\u304c\u30dd\u30fc\u30bf\u30eb\u306e\u8cea\u554f\u306e\u753b\u9762\u3067\u9001\u4fe1\u3057\u305f\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u3067\u306f\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3092\u6700\u521d\u306b\u9078\u3093\u3067\u3082\u3089\u3044\u307e\u3059\u3002\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u6271\u3044 |\n|:--|:--|\n| \u4ed5\u8fbc\u307f\u30fb\u8abf\u7406\u30fb\u76db\u308a\u4ed8\u3051 | \u691c\u7d22\u3057\u3066\u7b54\u3048\u308b |\n| \u6a5f\u5668\u306e\u4f7f\u3044\u65b9\u30fb\u30a8\u30e9\u30fc | \u691c\u7d22\u3057\u3066\u7b54\u3048\u308b |\n| \u8ca9\u4fc3\u30fb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u30fb\u30ec\u30b8 | \u691c\u7d22\u3057\u3066\u7b54\u3048\u308b |\n| \u885b\u751f\u30fb\u6e05\u6383\u306e\u624b\u9806 | \u691c\u7d22\u3057\u3066\u7b54\u3048\u308b\u3002\u305f\u3060\u3057\u8a9e\u306e\u7167\u5408\u3067\u98df\u54c1\u306e\u5b89\u5168\u306e\u5224\u65ad\u3092\u62fe\u3046 |\n| \u98df\u6750\u306e\u72b6\u614b\u30fb\u6e29\u5ea6\u306e\u9038\u8131\u30fb\u7570\u7269\u30fb\u4f53\u8abf\u4e0d\u826f\u306e\u5ba2 | **\u691c\u7d22\u305b\u305a\u3001\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u3078** |\n| \u5951\u7d04\u30fb\u30ed\u30a4\u30e4\u30ea\u30c6\u30a3\u30fb\u8cbb\u7528\u30fb\u4ed5\u5165\u306e\u4fa1\u683c | **\u691c\u7d22\u305b\u305a\u3001\u62c5\u5f53\u306e\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u3078** |\n\n**\u4e0b\u306e2\u3064\u3092\u9078\u3093\u3060\u8cea\u554f\u306f\u3001\u691c\u7d22\u3082\u56de\u7b54\u306e\u751f\u6210\u3082\u3057\u307e\u305b\u3093\u3002** \u53d7\u3051\u4ed8\u3051\u305f\u3053\u3068\u3068\u3001\u62c5\u5f53\u304b\u3089\u306e\u9023\u7d61\u306e\u76ee\u5b89\u3060\u3051\u3092\u8fd4\u3057\u307e\u3059\u3002**\u7a2e\u985e\u3092\u9078\u3073\u9593\u9055\u3048\u305f\u8cea\u554f\u306f\u3001\u672c\u6587\u306e\u8a9e\u306e\u7167\u5408\u3067\u62fe\u3044\u307e\u3059**\uff08\u300c\u4f7f\u3048\u308b\u304b\u300d\u300c\u6368\u3066\u308b\u300d\u300c\u4f55\u2103\u306b\u306a\u3063\u3066\u3044\u305f\u300d\u300c\u304a\u5ba2\u69d8\u304c\u5177\u5408\u300d\u306a\u3069\uff09\u3002\n\n**\u3082\u3046\u4e00\u3064\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u901a\u9054\u306e\u767a\u51fa\u3067\u3059\u3002** \u672c\u90e8\u304c\u901a\u9054\u3092\u7f6e\u304f\u3068\u304d\u306b\u3001\u5dee\u3057\u66ff\u3048\u308b\u7bc0\u306e\u756a\u53f7\u3068\u3001\u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u306a\u3089\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u65e5\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u66f8\u304d\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306f\u6bce\u6669\u884c\u3044\u3001\u5dee\u3057\u66ff\u3048\u306e\u4e00\u89a7\u3082\u540c\u6642\u306b\u4f5c\u308a\u76f4\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u8cea\u554f\u306e\u7a2e\u985e\u3001\u672c\u6587\u3001\u9001\u3063\u305f\u65e5\u6642 | \u30dd\u30fc\u30bf\u30eb\u306e\u8cea\u554f\u306e\u753b\u9762 |\n| \u5e97\u8217\u306e\u60c5\u5831 | \u5e97\u8217\u3001\u30d6\u30e9\u30f3\u30c9\u3001\u76f4\u55b6\u304b\u52a0\u76df\u304b\u3001\u5c0e\u5165\u3057\u3066\u3044\u308b\u6a5f\u5668\u306e\u578b | \u30dd\u30fc\u30bf\u30eb\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u5e97\u8217\u306e\u53f0\u5e33 |\n| \u5e97\u8217\u904b\u55b6\u30de\u30cb\u30e5\u30a2\u30eb | \u4ed5\u8fbc\u307f\u30fb\u8abf\u7406\u30fb\u76db\u308a\u4ed8\u3051\u30fb\u6a5f\u5668\u30fb\u885b\u751f\u30fb\u63a5\u5ba2\u306e\u624b\u9806\u3002\u30d6\u30e9\u30f3\u30c9\u3054\u3068\u30fb\u7bc0\u3054\u3068 | \u672c\u90e8\u306e\u6587\u66f8\uff08PDF\uff09 |\n| \u672c\u90e8\u306e\u901a\u9054 | \u5dee\u3057\u66ff\u3048\u308b\u7bc0\u3068\u65b0\u3057\u3044\u672c\u6587\u3001\u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u3001\u767a\u51fa\u306e\u65e5 | \u672c\u90e8\u306e\u6587\u66f8\uff08PDF\uff09 |\n| \u5dee\u3057\u66ff\u3048\u306e\u4e00\u89a7 | \u901a\u9054\u306e\u756a\u53f7\u3001\u5dee\u3057\u66ff\u3048\u308b\u7bc0\u306e\u756a\u53f7\u3001\u5dee\u3057\u66ff\u3048\u306e\u59cb\u307e\u308b\u65e5 | \u901a\u9054\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304b\u3089\u4f5c\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u901a\u9054\u3054\u3068\u306e\u300c\u5dee\u3057\u66ff\u3048\u308b\u7bc0\u306e\u756a\u53f7\u300d\u3067\u3059\u3002** \u901a\u9054\u306e\u672c\u6587\u306b\u306f\u300c\u7b2c4\u7ae03\u7bc0\u3092\u6539\u3081\u308b\u300d\u3068\u66f8\u3044\u3066\u3042\u3063\u3066\u3082\u3001**\u6a5f\u68b0\u304c\u8aad\u3081\u308b\u5f62\u3067\u6301\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u53e4\u3044\u7bc0\u3092\u5916\u305b\u307e\u305b\u3093\u3002** \u901a\u9054\u3092\u66f8\u304f\u62c5\u5f53\u304c\u3001\u767a\u51fa\u306e\u3068\u304d\u306b\u756a\u53f7\u3092\u66f8\u304f\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002\n\n**\u6a5f\u5668\u306e\u578b\u3092\u6301\u3064\u306e\u306f\u3001\u540c\u3058\u30d6\u30e9\u30f3\u30c9\u3067\u3082\u5e97\u306b\u3088\u3063\u3066\u98df\u6d17\u6a5f\u3084\u5238\u58f2\u6a5f\u304c\u9055\u3046\u304b\u3089\u3067\u3059\u3002** \u6a5f\u5668\u306e\u7ae0\u306f\u578b\u3054\u3068\u306b\u5206\u3051\u3001`equipment` \u3067\u7d5e\u308a\u307e\u3059\u3002","data_source":"\u30de\u30cb\u30e5\u30a2\u30eb\u306f\u30d6\u30e9\u30f3\u30c9\u3054\u3068\u306b\u7bc0\u3067\u5206\u3051\u3001\u901a\u9054\u306f1\u901a\u305a\u3064\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u3066 Cloud Storage \u306b\u7f6e\u304d\u307e\u3059\u3002\u516c\u5f0f\u3067\u306f\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f PDF\u30fbHTML\u30fbDOCX \u306a\u3069\u306b\u5bfe\u5fdc\u3057\u30011\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u3067\u30011\u884c\u3054\u3068\u306b `id`\u3001`structData`\u3001`content`\uff08`mimeType` \u3068 `uri`\uff09\u3092\u66f8\u304d\u307e\u3059\u3002\n\n```\n{\"id\":\"ramen-manual-v8-4-3\",\"structData\":{\"doc_kind\":\"manual\",\n \"brand\":[\"ramen\"],\"section_id\":\"ramen-4-3\",\"topic\":[\"cooking\"],\n \"effective_from\":\"2026-04-01T00:00:00Z\",\n \"effective_to\":\"2099-12-31T23:59:59Z\"},\n \"content\":{\"mimeType\":\"text\/html\",\"uri\":\"gs:\/\/fc-docs\/ramen-manual-v8-4-3.html\"}}\n{\"id\":\"notice-2026-118\",\"structData\":{\"doc_kind\":\"notice\",\n \"brand\":[\"ramen\"],\"replaces\":[\"ramen-4-3\"],\"topic\":[\"cooking\"],\n \"effective_from\":\"2026-10-01T00:00:00Z\",\n \"effective_to\":\"2099-12-31T23:59:59Z\"},\n \"content\":{\"mimeType\":\"application\/pdf\",\"uri\":\"gs:\/\/fc-docs\/notice-2026-118.pdf\"}}\n```\n\n**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u6bce\u6669\u306e\u53d6\u308a\u8fbc\u307f\u306e\u3068\u304d\u306b\u3001\u901a\u9054\u306e `replaces` \u304b\u3089\u300c\u4eca\u65e5\u306e\u6642\u70b9\u3067\u5dee\u3057\u66ff\u308f\u3063\u3066\u3044\u308b\u7bc0\u300d\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u305f\u3073\u306b\u3001\u305d\u306e\u4e00\u89a7\u3092\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u306e\u5426\u5b9a\u306b\u5165\u308c\u307e\u3059\u3002\u516c\u5f0f\u306e\u69cb\u6587\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `ANY()` \u3067\u5b8c\u5168\u4e00\u81f4\u3092\u898b\u3089\u308c\u3001`-` \u304b `NOT` \u3067\u5426\u5b9a\u3067\u304d\u3001\u65e5\u6642\u306e\u9805\u76ee\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n```\nbrand: ANY(\"ramen\")\nAND effective_from <= \"2026-10-15T00:00:00Z\"\nAND effective_to >= \"2026-10-15T00:00:00Z\"\nAND NOT section_id: ANY(\"ramen-4-3\",\"ramen-6-1\")\n```\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** \u5dee\u3057\u66ff\u3048\u305f\u901a\u9054\u306e\u307b\u3046\u306f `section_id` \u3092\u6301\u305f\u306a\u3044\u306e\u3067\u3001\u5426\u5b9a\u306b\u5f53\u305f\u3089\u305a\u6b8b\u308a\u307e\u3059\u3002**\u53e4\u3044\u7bc0\u304c\u5916\u308c\u3001\u65b0\u3057\u3044\u672c\u6587\u3092\u6301\u3064\u901a\u9054\u3060\u3051\u304c\u5f15\u304b\u308c\u307e\u3059\u3002** \u671f\u9593\u306e\u9650\u3089\u308c\u305f\u8ca9\u4fc3\u306e\u901a\u9054\u306f\u3001\u7d42\u308f\u308a\u306e\u65e5\u3092\u904e\u304e\u308b\u3068\u65e5\u4ed8\u306e\u6761\u4ef6\u3067\u5916\u308c\u307e\u3059\u3002","preprocessing":"1. **\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u7bc0\u3054\u3068\u306b\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3066\u5206\u3051\u308b** \u2026 \u30d6\u30e9\u30f3\u30c9\u3001\u7ae0\u3001\u7bc0\u306e\u756a\u53f7\u304c\u5d29\u308c\u306a\u3044\u3088\u3046\u3001\u672c\u90e8\u306e\u539f\u7a3f\u304b\u3089HTML\u3067\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\u6a5f\u5668\u306e\u7ae0\u306f\u578b\u3054\u3068\u306b\u5206\u3051\u307e\u3059\n2. **\u901a\u9054\u306b\u5dee\u3057\u66ff\u3048\u306e\u60c5\u5831\u3092\u4ed8\u3051\u308b** \u2026 \u5dee\u3057\u66ff\u3048\u308b\u7bc0\u306e\u756a\u53f7\u3001\u59cb\u307e\u308a\u306e\u65e5\u3001\u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u306a\u3089\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u304d\u307e\u3059\n3. **\u5dee\u3057\u66ff\u3048\u306e\u4e00\u89a7\u3092\u4f5c\u308b** \u2026 \u4eca\u65e5\u306e\u6642\u70b9\u3067\u5dee\u3057\u66ff\u308f\u3063\u3066\u3044\u308b\u7bc0\u3092\u3001\u30d6\u30e9\u30f3\u30c9\u3054\u3068\u306b\u4e26\u3079\u307e\u3059\n4. **\u8cea\u554f\u306e\u672c\u6587\u3092\u78ba\u304b\u3081\u308b** \u2026 \u98df\u54c1\u306e\u5b89\u5168\u30fb\u5951\u7d04\u3068\u8cbb\u7528\u306e\u8a9e\u3092\u7167\u5408\u3057\u3001\u5f53\u305f\u308c\u3070\u691c\u7d22\u306e\u524d\u306b\u632f\u308a\u5206\u3051\u307e\u3059\u3002\u5ba2\u306e\u540d\u524d\u3084\u96fb\u8a71\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u305f\u3089\u5916\u3057\u307e\u3059\n\n**2\u756a\u76ee\u306f\u3001\u901a\u9054\u3092\u66f8\u304f\u62c5\u5f53\u306e\u4ed5\u4e8b\u306b\u3057\u307e\u3059\u3002** \u5dee\u3057\u66ff\u3048\u308b\u7bc0\u3092AI\u306b\u63a8\u3057\u91cf\u3089\u305b\u308b\u3068\u3001**\u4f3c\u305f\u984c\u540d\u306e\u5225\u306e\u7bc0\u3092\u5916\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u5916\u3055\u308c\u305f\u7bc0\u306f\u3001\u8ab0\u306b\u3082\u6c17\u3065\u304b\u308c\u306a\u3044\u307e\u307e\u7b54\u3048\u306b\u51fa\u306a\u304f\u306a\u308a\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u305d\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u3044\u307e\u52b9\u3044\u3066\u3044\u308b\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u304b\u3089\u3001\u8cea\u554f\u306b\u5f53\u305f\u308b\u7b87\u6240\u3092\u63a2\u3057\u3001\u5f15\u7528\u3057\u3066\u624b\u9806\u3092\u4e26\u3079\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u624b\u9806\u3092\u4e26\u3079\u308b | \u30de\u30cb\u30e5\u30a2\u30eb\u304b\u901a\u9054\u306e\u624b\u9806\u3092\u3001\u756a\u53f7\u3092\u4ed8\u3051\u3066\u672c\u6587\u306b\u6cbf\u3063\u3066 |\n| \u51fa\u5178\u3092\u793a\u3059 | \u30de\u30cb\u30e5\u30a2\u30eb\u306e\u7bc0\u306e\u756a\u53f7\u3001\u307e\u305f\u306f\u901a\u9054\u306e\u756a\u53f7\u3068\u767a\u51fa\u306e\u65e5 |\n| \u671f\u9593\u3092\u793a\u3059 | \u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u306a\u3089\u3001\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u65e5 |\n| \u7d9a\u3051\u3066\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b | \u540c\u3058 `session` \u3067\u3001\u524d\u306e\u8cea\u554f\u306e\u6761\u4ef6\u3092\u5f15\u304d\u7d99\u3044\u3067 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u98df\u6750\u3092\u4f7f\u3048\u308b\u304b\u3001\u63d0\u4f9b\u3057\u3066\u3088\u3044\u304b\u306e\u5224\u65ad | \u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u304c\u72b6\u6cc1\u3092\u805e\u3044\u3066\u6c7a\u3081\u308b |\n| \u30de\u30cb\u30e5\u30a2\u30eb\u306b\u7121\u3044\u8abf\u7406\u306e\u5de5\u592b\u3092\u52e7\u3081\u308b | \u5e97\u3054\u3068\u306b\u5473\u304c\u305a\u308c\u308b |\n| \u5951\u7d04\u30fb\u30ed\u30a4\u30e4\u30ea\u30c6\u30a3\u30fb\u8cbb\u7528\u3078\u306e\u56de\u7b54 | \u62c5\u5f53\u306e\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u304c\u7b54\u3048\u308b |\n| \u6a5f\u5668\u306e\u5206\u89e3\u3084\u4fee\u7406\u306e\u624b\u9806\u306e\u63a8\u6e2c | \u53d6\u6271\u8aac\u660e\u66f8\u3068\u4fdd\u5b88\u306e\u696d\u8005\u306e\u7bc4\u56f2 |\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u7bc0\u3068\u901a\u9054\u306e\u756a\u53f7\u3092\u793a\u3059\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u7bc0\u3067\u7b54\u3048\u306a\u3044 |\n| `queryClassificationSpec` | `NON_ANSWER_SEEKING_QUERY` | \u300c\u3042\u308a\u304c\u3068\u3046\u300d\u306a\u3069\u306b\u56de\u7b54\u3092\u4f5c\u3089\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u540c\u4e0a |\n| `filter` | \u30d6\u30e9\u30f3\u30c9\u3001\u4eca\u65e5\u306e\u65e5\u4ed8\u3001\u5dee\u3057\u66ff\u308f\u3063\u305f\u7bc0\u306e\u9664\u5916 | \u3044\u307e\u52b9\u3044\u3066\u3044\u308b\u7b87\u6240\u3060\u3051\u3092\u5f15\u304f |\n| `groundingSpec` | `includeGroundingSupports` \u3092\u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b |\n| `session` | \u540c\u3058\u8cea\u554f\u306e\u7d9a\u304d | \u8a00\u3044\u8db3\u3057\u3067\u7d9a\u3051\u3066\u805e\u304f |\n| `promptSpec.preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n**`queryRephraserSpec` \u306f\u65e2\u5b9a\u306e\u307e\u307e\u6709\u52b9\u306b\u3057\u307e\u3059\u3002** \u5e97\u9577\u306e\u8cea\u554f\u306f\u300c\u3064\u3051\u9eba \u9eba \u4f55g\u300d\u306e\u3088\u3046\u306a\u77ed\u3044\u66f8\u304d\u65b9\u304c\u591a\u304f\u3001**\u8a00\u3044\u63db\u3048\u306e\u3042\u3068\u306b\u691c\u7d22\u3057\u305f\u307b\u3046\u304c\u7bc0\u306b\u5f53\u305f\u308a\u3084\u3059\u3044\u305f\u3081\u3067\u3059\u3002** \u516c\u5f0f\u3067\u306f\u3001\u8a00\u3044\u63db\u3048\u306e\u6bb5\u6570\u306f\u65e2\u5b9a\u30671\u3001\u6700\u5927\u30675\u3067\u3059\u3002","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `promptSpec.preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u30d6\u30e9\u30f3\u30c9\u3001\u6a5f\u5668\u306e\u578b\u3001\u4eca\u65e5\u306e\u65e5\u4ed8\u3092\u691c\u7d22\u306e\u6587\u306e\u5148\u982d\u306b\u4ed8\u3051\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u98f2\u98df\u306e\u30d5\u30e9\u30f3\u30c1\u30e3\u30a4\u30ba\u672c\u90e8\u306e\u5e97\u8217\u652f\u63f4\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u52a0\u76df\u5e97\u306e\n\u5e97\u9577\u304b\u3089\u306e\u5e97\u8217\u904b\u55b6\u306e\u8cea\u554f\u306b\u3001\u5e97\u8217\u904b\u55b6\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u672c\u90e8\u306e\u901a\u9054\u3092\u6839\u62e0\u306b\n\u7b54\u3048\u308b\u7acb\u5834\u3067\u3059\u3002\u8aad\u3080\u306e\u306f\u55b6\u696d\u4e2d\u306e\u5e97\u9577\u3067\u3059\u3002\u77ed\u304f\u3001\u624b\u9806\u306e\u9806\u306b\u66f8\u304d\u307e\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u30d6\u30e9\u30f3\u30c9\u3001\u6a5f\u5668\u306e\u578b\u3001\u4eca\u65e5\u306e\u65e5\u4ed8\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u305d\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u3001\u4eca\u65e5\u306b\u52b9\u3044\u3066\u3044\u308b\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u3060\u3051\u3067\u3059\u3002\n\u901a\u9054\u3067\u5dee\u3057\u66ff\u308f\u3063\u305f\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u7bc0\u306f\u3001\u691c\u7d22\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3066\u3042\u308a\u307e\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u624b\u9806\u3092\u3001\u756a\u53f7\u3092\u4ed8\u3051\u3066\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u304b\u901a\u9054\u306e\u672c\u6587\u306b\u6cbf\u3063\u3066\u66f8\u304f\n2. \u6700\u5f8c\u306b\u3001\u51fa\u5178\uff08\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u7bc0\u306e\u756a\u53f7\u3001\u307e\u305f\u306f\u901a\u9054\u306e\u756a\u53f7\u3068\u767a\u51fa\u306e\u65e5\uff09\u3092\u66f8\u304f\n3. \u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u306a\u3089\u3001\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u304f\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u98df\u6750\u3092\u4f7f\u3048\u308b\u304b\u3001\u63d0\u4f9b\u3057\u3066\u3088\u3044\u304b\u3001\u6368\u3066\u308b\u3079\u304d\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6e29\u5ea6\u3084\u6642\u9593\u306e\u57fa\u6e96\u304c\u66f8\u304b\u308c\u305f\u7bc0\u3092\u5f15\u7528\u3057\u3066\u3082\u3001\u5f53\u3066\u306f\u3081\u306e\u7d50\u8ad6\u3092\n  \u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u624b\u9806\u3001\u5206\u91cf\u3001\u6e29\u5ea6\u3001\u6642\u9593\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u8abf\u7406\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5225\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u66f8\u304d\u65b9\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u3001\u30ed\u30a4\u30e4\u30ea\u30c6\u30a3\u3001\u8cbb\u7528\u3001\u4ed5\u5165\u306e\u4fa1\u683c\u306b\u306f\u7b54\u3048\u305a\u3001\n  \u300c\u62c5\u5f53\u306e\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u304b\u3089\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u7b87\u6240\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u3067\u8a72\u5f53\u3059\u308b\u7b87\u6240\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\n  \u5e97\u8217\u652f\u63f4\u90e8\u304b\u3089\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u5f53\u3066\u306f\u3081\u306e\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u57fa\u6e96\u306e\u7bc0\u3092\u5f15\u7528\u3057\u3066\u5224\u65ad\u3092\u66f8\u304d\u307e\u3059\u3002** \u300c\u30b9\u30fc\u30d7\u3092\u4fdd\u6e29\u306e\u6e29\u5ea6\u3088\u308a\u4f4e\u3044\u307e\u307e2\u6642\u9593\u7f6e\u3044\u305f\u300d\u3068\u805e\u304b\u308c\u308b\u3068\u3001\u4fdd\u6e29\u306e\u7bc0\u3092\u5f15\u3044\u3066\u300c\u518d\u52a0\u71b1\u3059\u308c\u3070\u63d0\u4f9b\u3067\u304d\u307e\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u305d\u306e\u5224\u65ad\u306f\u3001\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u304c\u72b6\u6cc1\u3092\u805e\u3044\u3066\u304b\u3089\u4e0b\u3059\u3082\u306e\u3067\u3059\u3002** \u6307\u793a\u3068\u8a9e\u306e\u7167\u5408\u306e\u4e21\u65b9\u3067\u6b62\u3081\u307e\u3059\u3002","output_data":"**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8fd4\u308a\u5024\u3068\u5e97\u8217\u306e\u60c5\u5831\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\n\n```json\n{\n  \"question_id\": \"\",\n  \"store_id\": \"\",\n  \"brand\": \"ramen | teishoku\",\n  \"category\": \"cooking | equipment | promotion | hygiene | food_safety | contract\",\n  \"answer_text\": \"\",\n  \"citations\": [ { \"doc_kind\": \"manual | notice\", \"section_id\": \"\",\n                   \"notice_no\": \"\", \"effective_to\": \"\", \"quote\": \"\", \"uri\": \"\" } ],\n  \"excluded_sections\": [],\n  \"grounding_score\": 0,\n  \"route\": \"answer | staff\",\n  \"route_reasons\": []\n}\n```\n\n\u5f15\u7528\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e `references` \u304b\u3089\u53d6\u308a\u307e\u3059\u3002`references` \u306e\u5404\u8981\u7d20\u306b\u306f\u3001\u30c1\u30e3\u30f3\u30af\u306e\u672c\u6587\u3068\u3001\u6587\u66f8\u306e `structData` \u304c\u4ed8\u3044\u3066\u8fd4\u308a\u307e\u3059\u3002\u5f15\u7528\u306e\u4f4d\u7f6e\uff08`startIndex`\uff0f`endIndex`\uff09\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u306a\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u6587\u3092\u6587\u5b57\u6570\u3067\u5207\u308b\u3068\u305a\u308c\u307e\u3059\u3002`excluded_sections` \u306b\u306f\u3001\u305d\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u5916\u3057\u305f\u7bc0\u3092\u6b8b\u3057\u307e\u3059\u3002\n\n**`route` \u306f\u6b21\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n| `route_reasons` | \u7acb\u3066\u308b\u6761\u4ef6 |\n|:--|:--|\n| `food_safety` | \u8cea\u554f\u306e\u7a2e\u985e\u304b\u672c\u6587\u306e\u8a9e\u304c\u3001\u98df\u54c1\u306e\u5b89\u5168\u306e\u5224\u65ad\u306b\u5f53\u305f\u308b |\n| `contract` | \u8cea\u554f\u306e\u7a2e\u985e\u304b\u672c\u6587\u306e\u8a9e\u304c\u3001\u5951\u7d04\u30fb\u8cbb\u7528\u306b\u5f53\u305f\u308b |\n| `judgement_words` | \u56de\u7b54\u306b\u300c\u4f7f\u3048\u307e\u3059\u300d\u300c\u63d0\u4f9b\u3067\u304d\u307e\u3059\u300d\u300c\u5ec3\u68c4\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306a\u3069\u306e\u8a9e\u304c\u3042\u308b |\n| `no_citation` | \u5f15\u7528\u304c\u7121\u3044\u3001\u307e\u305f\u306f `answerSkippedReasons` \u304c\u8fd4\u3063\u305f |\n| `weak_support` | \u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u3001\u672c\u90e8\u304c\u6c7a\u3081\u305f\u5024\u3088\u308a\u4f4e\u3044\u6587\u304c\u3042\u308b |\n\n**\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u3060\u3051\u304c\u3001\u5e97\u9577\u306b\u76f4\u63a5\u8fd4\u308a\u307e\u3059\u3002** `food_safety` \u306f\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u306b\u3001`contract` \u306f\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u306b\u3001\u6b8b\u308a\u306f\u5e97\u8217\u652f\u63f4\u90e8\u306e\u62c5\u5f53\u306b\u56de\u308a\u307e\u3059\u3002\n\n**\u5e97\u9577\u306e\u753b\u9762\u306b\u306f\u3001`answer_text` \u3092\u6b21\u306e\u3088\u3046\u306a\u5f62\u3067\u51fa\u3057\u307e\u3059\u3002** \u51fa\u5178\u306e\u884c\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c `citations` \u304b\u3089\u7d44\u307f\u7acb\u3066\u3001AI\u306e\u6587\u306b\u306f\u4efb\u305b\u307e\u305b\u3093\u3002\n\n```\n\u3010\u671f\u9593\u9650\u5b9a \u3064\u3051\u9eba\u306e\u76db\u308a\u4ed8\u3051\u3011\n1. \u9eba\u3092\u4e3c\u306e\u624b\u524d\u534a\u5206\u306b\u3001\u3086\u3067\u4e0a\u3052\u306e\u91cf\u306e\u307e\u307e\u76db\u308b\n2. \u30c1\u30e3\u30fc\u30b7\u30e5\u30fc\u306f2\u679a\u3001\u9eba\u306e\u53f3\u5965\u306b\u7acb\u3066\u304b\u3051\u308b\n3. \u306d\u304e\u306f\u5225\u76bf\u306b\u305b\u305a\u3001\u3064\u3051\u6c41\u306e\u5668\u306b\u4e57\u305b\u308b\n\u51fa\u5178\uff1a\u901a\u9054 2026-118\uff082026-10-01 \u767a\u51fa\uff09\n\u671f\u9593\uff1a2026-10-01 \u301c 2026-12-31\n```\n\n**\u51fa\u5178\u306b\u901a\u9054\u3068\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u4e21\u65b9\u304c\u51fa\u308b\u3068\u304d\u306f\u3001\u901a\u9054\u3092\u4e0a\u306b\u4e26\u3079\u307e\u3059\u3002** \u5e97\u9577\u304c\u300c\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u9055\u3046\u300d\u3068\u8ff7\u3063\u305f\u3068\u304d\u306b\u3001\u65b0\u3057\u3044\u307b\u3046\u304c\u5148\u306b\u76ee\u306b\u5165\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u672c\u90e8\u306e\u30dd\u30fc\u30bf\u30eb | \u8cea\u554f\u306e\u753b\u9762\u304b\u3089\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u547c\u3076 | \u8cea\u554f\u3092\u53d7\u3051\u53d6\u308a\u3001\u56de\u7b54\u3068\u5f15\u7528\u3092\u8fd4\u3059 |\n| \u5e97\u8217\u306e\u53f0\u5e33 | \u8aad\u307f\u51fa\u3057 | \u30d6\u30e9\u30f3\u30c9\u3001\u6a5f\u5668\u306e\u578b\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9 | \u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u3001\u7d9a\u3051\u3066\u306e\u8cea\u554f |\n| \u5e97\u8217\u652f\u63f4\u90e8\u306e\u5bfe\u5fdc\u306e\u4e00\u89a7 | 1\u884c\u8db3\u3059 | `staff` \u3092\u56de\u3059\u3002\u54c1\u8cea\u7ba1\u7406\u3068\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u306e\u5206\u3082\u540c\u3058\u4e00\u89a7\u3067\u632f\u308a\u5206\u3051\u308b |\n\n**`food_safety` \u306e1\u884c\u306f\u3001\u4e00\u89a7\u306b\u8db3\u3059\u3060\u3051\u3067\u306a\u304f\u3001\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u306e\u96fb\u8a71\u306b\u3082\u77e5\u3089\u305b\u307e\u3059\u3002** \u55b6\u696d\u4e2d\u306e\u5e97\u3067\u98df\u6750\u306e\u6271\u3044\u3092\u8ff7\u3063\u3066\u3044\u308b\u72b6\u614b\u3092\u3001\u4e00\u89a7\u306e\u9806\u756a\u5f85\u3061\u306b\u3057\u306a\u3044\u305f\u3081\u3067\u3059\u3002","human_review":"**\u3053\u306e\u69cb\u6210\u3067\u306f\u3001\u904b\u55b6\u306e\u624b\u9806\u306e\u56de\u7b54\u306f\u4eba\u306e\u78ba\u8a8d\u3092\u7d4c\u305a\u306b\u5e97\u9577\u306b\u8fd4\u308a\u307e\u3059\u3002** \u305d\u306e\u305f\u3081\u306b\u3001\u8fd4\u3057\u3066\u3088\u3044\u56de\u7b54\u306e\u7bc4\u56f2\u3092\u5f15\u7528\u306e\u6709\u7121\u3068\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3067\u72ed\u304f\u53d6\u308a\u3001\u98df\u54c1\u306e\u5b89\u5168\u3068\u5951\u7d04\u30fb\u8cbb\u7528\u306f\u6700\u521d\u304b\u3089\u5916\u3057\u3066\u3044\u307e\u3059\u3002\n\n1. **\u5e97\u9577\u304c\u5f15\u7528\u3092\u8aad\u3080** \u2026 \u56de\u7b54\u306e\u6700\u5f8c\u306e\u51fa\u5178\u3092\u898b\u3066\u3001\u6c17\u306b\u306a\u308c\u3070\u30dd\u30fc\u30bf\u30eb\u3067\u7bc0\u3084\u901a\u9054\u3092\u958b\u304d\u307e\u3059\n2. **\u62c5\u5f53\u304c `staff` \u306b\u7b54\u3048\u308b** \u2026 \u5f15\u7528\u306e\u5019\u88dc\u304c\u3042\u308c\u3070\u3001\u305d\u308c\u3092\u8aad\u3093\u3067\u304b\u3089\u7b54\u3048\u307e\u3059\n3. **\u62c5\u5f53\u304c `answer` \u3092\u6bce\u65e5\u629c\u304d\u53d6\u308a\u3067\u8aad\u3080** \u2026 1\u65e520\u4ef6\u307b\u3069\u3092\u8aad\u307f\u3001\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u3084\u8a00\u3044\u904e\u304e\u304c\u7121\u3044\u304b\u3092\u898b\u307e\u3059\n4. **\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u304c\u5de1\u56de\u3067\u78ba\u304b\u3081\u308b** \u2026 \u5e97\u3067\u56de\u7b54\u3069\u304a\u308a\u306b\u4f5c\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n\n**3\u756a\u76ee\u3067\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u304c\u898b\u3064\u304b\u3063\u305f\u3089\u3001\u56de\u7b54\u3092\u76f4\u3059\u3088\u308a\u5148\u306b\u901a\u9054\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u76f4\u3057\u307e\u3059\u3002** \u53e4\u3044\u7bc0\u304c\u5f15\u304b\u308c\u305f\u539f\u56e0\u306f\u3001\u307b\u3068\u3093\u3069\u304c `replaces` \u306e\u66f8\u304d\u6f0f\u308c\u3067\u3059\u3002\n\n**\u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u30891\u304b\u6708\u306f\u3001\u3059\u3079\u3066\u306e\u56de\u7b54\u3092\u5e97\u9577\u306b\u8fd4\u3059\u524d\u306b\u62c5\u5f53\u304c\u8aad\u307f\u307e\u3059\u3002** \u629c\u304d\u53d6\u308a\u306b\u79fb\u308b\u306e\u306f\u3001`judgement_words` \u3068\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u304c\u51fa\u306a\u304f\u306a\u3063\u3066\u304b\u3089\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8cea\u554f\u306e\u7a2e\u985e\u3092\u9078\u3073\u9593\u9055\u3048\u305f | \u672c\u6587\u306e\u8a9e\u306e\u7167\u5408\u3067 `food_safety`\u30fb`contract` \u3092\u62fe\u3046 |\n| \u6a5f\u5668\u306e\u578b\u304c\u53f0\u5e33\u306b\u7121\u3044 | \u6a5f\u5668\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u5916\u3057\u3001`staff` |\n| \u901a\u9054\u306e `replaces` \u304c\u7a7a\u306a\u306e\u306b\u672c\u6587\u306b\u300c\u6539\u3081\u308b\u300d\u3068\u3042\u308b | \u53d6\u308a\u8fbc\u307f\u306e\u3068\u304d\u306b\u691c\u77e5\u3057\u3001\u901a\u9054\u3092\u66f8\u3044\u305f\u62c5\u5f53\u306b\u77e5\u3089\u305b\u308b |\n| \u671f\u9593\u304c\u7d42\u308f\u3063\u305f\u8ca9\u4fc3\u3092\u805e\u304b\u308c\u305f | \u5f15\u7528\u304c\u7121\u3051\u308c\u3070 `no_citation`\u3002\u62c5\u5f53\u304c\u300c\u7d42\u4e86\u3057\u3066\u3044\u307e\u3059\u300d\u3068\u7b54\u3048\u308b |\n| \u56de\u7b54\u306b\u5224\u65ad\u306e\u8a9e\u304c\u51fa\u305f | \u8a9e\u3092\u6d88\u3057\u3001`judgement_words` \u3067\u62c5\u5f53\u3078 |\n| \u7d9a\u3051\u3066\u306e\u8cea\u554f\u3067\u5225\u306e\u30e1\u30cb\u30e5\u30fc\u3084\u6a5f\u5668\u306b\u8a71\u304c\u79fb\u3063\u305f | \u753b\u9762\u306e\u300c\u65b0\u3057\u3044\u8cea\u554f\u300d\u3067 `session` \u3092\u5207\u3063\u3066\u3082\u3089\u3046\u3002\u524d\u306e\u6761\u4ef6\u304c\u6df7\u3056\u3063\u305f\u56de\u7b54\u306f\u629c\u304d\u53d6\u308a\u3067\u62fe\u3046 |\n| \u76f4\u55b6\u5e97\u3068\u52a0\u76df\u5e97\u3067\u6c7a\u307e\u308a\u304c\u9055\u3046 | \u76f4\u55b6\u5411\u3051\u306e\u901a\u9054\u306b `store_type` \u3092\u4ed8\u3051\u3001\u52a0\u76df\u5e97\u306e\u8cea\u554f\u3067\u306f\u5916\u3059 |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3057\u305f | \u300c\u5e97\u8217\u652f\u63f4\u90e8\u304b\u3089\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u4e00\u89a7\u3078 |\n\n**3\u884c\u76ee\u306e\u691c\u77e5\u306f\u3001\u901a\u9054\u306e\u672c\u6587\u306b\u300c\u6539\u3081\u308b\u300d\u300c\u5dee\u3057\u66ff\u3048\u308b\u300d\u300c\u5ec3\u6b62\u3059\u308b\u300d\u306e\u8a9e\u304c\u3042\u308b\u306e\u306b `replaces` \u304c\u7a7a\u306e\u3082\u306e\u3092\u62fe\u3046\u3060\u3051\u306e\u7167\u5408\u3067\u3059\u3002** \u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u3092\u3001\u767a\u51fa\u306e\u591c\u306e\u3046\u3061\u306b\u898b\u3064\u3051\u307e\u3059\u3002","log_storage":"- \u8cea\u554f\u306e\u5185\u5bb9\uff08\u5ba2\u306e\u540d\u524d\u3068\u96fb\u8a71\u756a\u53f7\u306f\u5916\u3057\u305f\u3082\u306e\uff09\u3001\u5e97\u8217\u3001\u30d6\u30e9\u30f3\u30c9\u3001\u65e5\u6642\n- \u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3068\u3001\u5916\u3057\u305f\u7bc0\u306e\u4e00\u89a7\uff08`excluded_sections`\uff09\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u8fd4\u308a\u5024\u306e\u5168\u6587\u3068 `session`\n- `route` \u3068 `route_reasons`\u3001\u62c5\u5f53\u306e\u56de\u7b54\n- \u629c\u304d\u53d6\u308a\u3067\u8aad\u3093\u3060\u7d50\u679c\u3068\u3001\u898b\u3064\u304b\u3063\u305f\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\n\n**\u5916\u3057\u305f\u7bc0\u306e\u4e00\u89a7\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u300c\u306a\u305c\u3053\u306e\u5e97\u306b\u3053\u306e\u624b\u9806\u3067\u7b54\u3048\u305f\u304b\u300d\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u306f\u3001\u305d\u306e\u65e5\u306b\u5916\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u7bc0\u3092\u898b\u308c\u3070\u5206\u304b\u308a\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":6,"assumption_frequency":900,"assumption_workdays":20,"volume_month":900,"before_minutes_per_case":8,"after_minutes_per_case":3,"hourly_cost":3000,"before_hours_month":120,"after_hours_month":45,"saved_hours_month":75,"reduction_rate":63,"saved_hours_year":900,"annual_cost_effect":2700000,"summary":"\u52a0\u76df\u5e97\u306e\u5e97\u9577\u304c\u672c\u90e8\u306e\u30dd\u30fc\u30bf\u30eb\u3067\u300c\u65b0\u30e1\u30cb\u30e5\u30fc\u306e\u76db\u308a\u4ed8\u3051\u306e\u624b\u9806\u306f\u300d\u300c\u98df\u6d17\u6a5f\u306e\u3053\u306e\u30a8\u30e9\u30fc\u306f\u300d\u3068\u805e\u304f\u3068\u3001\u305d\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u304b\u3089\u3001\u3044\u307e\u52b9\u3044\u3066\u3044\u308b\u7b87\u6240\u3092\u5f15\u7528\u3057\u3066\u7b54\u3048\u307e\u3059\u3002\u98df\u54c1\u306e\u5b89\u5168\u306e\u5224\u65ad\u3068\u5951\u7d04\u30fb\u8cbb\u7528\u306e\u8cea\u554f\u306f\u3001\u7b54\u3048\u305a\u306b\u672c\u90e8\u306e\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u62c5\u5f53\u304c\u3001\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u30fb\u30dd\u30fc\u30bf\u30eb\u3067\u52a0\u76df\u5e97\u306e\u8cea\u554f\u3092\u53d7\u3051\u3001\u5e97\u8217\u3068\u30d6\u30e9\u30f3\u30c9\u3092\u78ba\u304b\u3081\u308b\n2. \u305d\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u958b\u304d\u3001\u76ee\u6b21\u3068\u691c\u7d22\u3067\u8a72\u5f53\u306e\u7bc0\u3092\u63a2\u3059\n3. \u901a\u9054\u306e\u4e00\u89a7\u3067\u3001\u305d\u306e\u7bc0\u3092\u5dee\u3057\u66ff\u3048\u305f\u901a\u9054\u3084\u3001\u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u304c\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u63a2\u3059\n4. \u7b54\u3048\u3092\u4f1d\u3048\u3001\u8cea\u554f\u3068\u56de\u7b54\u3092\u8a18\u9332\u306e\u8868\u306b\u66f8\u304f\n5. \u98df\u54c1\u306e\u5b89\u5168\u306b\u95a2\u308f\u308b\u3082\u306e\u306f\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u306b\u3001\u5951\u7d04\u3084\u8cbb\u7528\u306b\u95a2\u308f\u308b\u3082\u306e\u306f\u62c5\u5f53\u306e\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u306b\u56de\u3059\n\n**\uff08a\uff09\u540c\u3058\u8cea\u554f\u304c\u4f55\u5ea6\u3082\u6765\u308b\u3002** \u65b0\u30e1\u30cb\u30e5\u30fc\u306e\u767a\u58f2\u306e\u9031\u306f\u3001\u540c\u3058\u76db\u308a\u4ed8\u3051\u306e\u8cea\u554f\u304c\u6570\u5341\u5e97\u304b\u3089\u6765\u307e\u3059\u3002**1\u4ef6\u3054\u3068\u306b\u62c5\u5f53\u304c\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u3092\u958b\u304d\u3001\u540c\u3058\u7b54\u3048\u3092\u7e70\u308a\u8fd4\u3057\u307e\u3059\u3002**\n\n**\uff08b\uff09\u5dee\u3057\u66ff\u308f\u3063\u305f\u7bc0\u306b\u6c17\u3065\u304b\u306a\u3044\u3002** \u30de\u30cb\u30e5\u30a2\u30eb\u306e\u7bc0\u3092\u8aad\u3093\u3067\u7b54\u3048\u305f\u304c\u3001\u5148\u6708\u306e\u901a\u9054\u3067\u624b\u9806\u304c\u5909\u308f\u3063\u3066\u3044\u305f\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u8d77\u304d\u307e\u3059\u3002**\u5e97\u9577\u304c\u53e4\u3044\u624b\u9806\u3067\u4f5c\u308a\u7d9a\u3051\u308b\u3068\u3001\u5e97\u3054\u3068\u306b\u5473\u3068\u76db\u308a\u4ed8\u3051\u304c\u305a\u308c\u307e\u3059\u3002**\n\n**\uff08c\uff09\u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u304c\u6df7\u3056\u308b\u3002** \u8ca9\u4fc3\u306e\u901a\u9054\u306f\u671f\u9593\u304c\u6c7a\u307e\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u7d42\u308f\u3063\u305f\u5f8c\u3082\u901a\u9054\u306e\u4e00\u89a7\u306b\u6b8b\u308a\u307e\u3059\u3002**\u7d42\u308f\u3063\u305f\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u6761\u4ef6\u3067\u7b54\u3048\u308b\u3068\u3001\u5e97\u982d\u3067\u5ba2\u306b\u9055\u3046\u8aac\u660e\u3092\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u62c5\u5f53\u306e\u624b\u304c\u56de\u3089\u306a\u3044\u3002** 6\u540d\u3067\u6708900\u4ef6\u3092\u53d7\u3051\u308b\u3068\u3001\u663c\u3068\u591c\u306e\u55b6\u696d\u306e\u524d\u306b\u8cea\u554f\u304c\u96c6\u4e2d\u3059\u308b\u6642\u9593\u5e2f\u306f\u96fb\u8a71\u304c\u3064\u306a\u304c\u308a\u307e\u305b\u3093\u3002**\u5e97\u9577\u306f\u7b54\u3048\u3092\u5f85\u305f\u305a\u306b\u81ea\u5206\u306e\u5224\u65ad\u3067\u9032\u3081\u307e\u3059\u3002**","before_flow_steps":["\u62c5\u5f53\u304c\u3001\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u30fb\u30dd\u30fc\u30bf\u30eb\u3067\u52a0\u76df\u5e97\u306e\u8cea\u554f\u3092\u53d7\u3051\u3001\u5e97\u8217\u3068\u30d6\u30e9\u30f3\u30c9\u3092\u78ba\u304b\u3081\u308b","\u305d\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u958b\u304d\u3001\u76ee\u6b21\u3068\u691c\u7d22\u3067\u8a72\u5f53\u306e\u7bc0\u3092\u63a2\u3059","\u901a\u9054\u306e\u4e00\u89a7\u3067\u3001\u305d\u306e\u7bc0\u3092\u5dee\u3057\u66ff\u3048\u305f\u901a\u9054\u3084\u3001\u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u304c\u51fa\u3066\u3044\u306a\u3044\u304b\u3092\u63a2\u3059","\u7b54\u3048\u3092\u4f1d\u3048\u3001\u8cea\u554f\u3068\u56de\u7b54\u3092\u8a18\u9332\u306e\u8868\u306b\u66f8\u304f","\u98df\u54c1\u306e\u5b89\u5168\u306b\u95a2\u308f\u308b\u3082\u306e\u306f\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u306b\u3001\u5951\u7d04\u3084\u8cbb\u7528\u306b\u95a2\u308f\u308b\u3082\u306e\u306f\u62c5\u5f53\u306e\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u306b\u56de\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u5e97\u9577\u304c\u672c\u90e8\u306e\u30dd\u30fc\u30bf\u30eb\u306e\u8cea\u554f\u306e\u753b\u9762\u3067\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3092\u9078\u3073\u3001\u8cea\u554f\u3092\u66f8\u3044\u3066\u9001\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5e97\u9577\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u304b\u3089\u5e97\u8217\u3068\u30d6\u30e9\u30f3\u30c9\u3092\u5f15\u304d\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3068\u8a9e\u3067\u3001\u98df\u54c1\u306e\u5b89\u5168\u30fb\u5951\u7d04\u3068\u8cbb\u7528\u306e\u8cea\u554f\u3092\u5148\u306b\u632f\u308a\u5206\u3051\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u904b\u55b6\u306e\u8cea\u554f\u306f\u3001\u30d6\u30e9\u30f3\u30c9\u30fb\u4eca\u65e5\u306e\u65e5\u4ed8\u30fb\u5dee\u3057\u66ff\u308f\u3063\u305f\u7bc0\u306e\u9664\u5916\u3067\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308b\n4. **\u3010\u81ea\u52d5\u3011** Agent Search\uff08Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3066\u5f15\u7528\u4ed8\u304d\u3067\u7b54\u3048\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5f15\u7528\u306e\u6709\u7121\u3068\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u78ba\u304b\u3081\u3001`answer`\uff08\u5e97\u9577\u3078\u8fd4\u3059\uff09\uff0f`staff`\uff08\u62c5\u5f53\u3078\u56de\u3059\uff09\u306b\u5206\u3051\u308b\n6. **\u3010\u4eba\u3011** \u5e97\u9577\u304c\u56de\u7b54\u3068\u5f15\u7528\u3092\u8aad\u307f\u3001\u7d9a\u3051\u3066\u805e\u304d\u305f\u3044\u3053\u3068\u304c\u3042\u308c\u3070\u540c\u3058\u753b\u9762\u3067\u805e\u304f\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u304c `staff` \u306e\u8cea\u554f\u306b\u7b54\u3048\u3001\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u3068\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u304c\u305d\u308c\u305e\u308c\u306e\u8cea\u554f\u3092\u53d7\u3051\u308b\u3002\u62c5\u5f53\u306f `answer` \u306e\u56de\u7b54\u3092\u6bce\u65e5\u629c\u304d\u53d6\u308a\u3067\u8aad\u3080\n\n**2\u756a\u76ee\u3067\u3001\u98df\u54c1\u306e\u5b89\u5168\u306e\u8cea\u554f\u3092\u691c\u7d22\u3088\u308a\u524d\u306b\u632f\u308a\u5206\u3051\u308b\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u524d\u63d0\u3067\u3059\u3002** \u691c\u7d22\u3057\u3066\u304b\u3089\u5224\u65ad\u3059\u308b\u3068\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u300c\u51b7\u8535\u306e\u6e29\u5ea6\u300d\u306e\u7bc0\u3092\u5f15\u7528\u3057\u3066\u3001**\u300c10\u2103\u4ee5\u4e0b\u3067\u4fdd\u7ba1\u3068\u3042\u308b\u306e\u3067\u3001\u4f7f\u3048\u307e\u305b\u3093\u300d\u306e\u3088\u3046\u306a\u5224\u65ad\u3092AI\u304c\u66f8\u304f\u4f59\u5730\u304c\u6b8b\u308a\u307e\u3059\u3002** \u305d\u306e\u7a2e\u306e\u8cea\u554f\u306f\u3001\u5f15\u7528\u306e\u524d\u306b\u4eba\u3078\u56de\u3057\u307e\u3059\u3002\n\n**5\u756a\u76ee\u306e\u632f\u308a\u5206\u3051\u306f\u3001\u5f15\u7528\u3068\u6570\u5024\u3067\u6c7a\u3081\u307e\u3059\u3002** \u30de\u30cb\u30e5\u30a2\u30eb\u306b\u3082\u901a\u9054\u306b\u3082\u5f53\u305f\u3089\u306a\u304b\u3063\u305f\u8cea\u554f\u3092\u3001AI\u306e\u4e00\u822c\u8ad6\u3067\u7b54\u3048\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u5e97\u9577\u304c\u672c\u90e8\u306e\u30dd\u30fc\u30bf\u30eb\u306e\u8cea\u554f\u306e\u753b\u9762\u3067\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3092\u9078\u3073\u3001\u8cea\u554f\u3092\u66f8\u3044\u3066\u9001\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5e97\u9577\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u304b\u3089\u5e97\u8217\u3068\u30d6\u30e9\u30f3\u30c9\u3092\u5f15\u304d\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3068\u8a9e\u3067\u3001\u98df\u54c1\u306e\u5b89\u5168\u30fb\u5951\u7d04\u3068\u8cbb\u7528\u306e\u8cea\u554f\u3092\u5148\u306b\u632f\u308a\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u904b\u55b6\u306e\u8cea\u554f\u306f\u3001\u30d6\u30e9\u30f3\u30c9\u30fb\u4eca\u65e5\u306e\u65e5\u4ed8\u30fb\u5dee\u3057\u66ff\u308f\u3063\u305f\u7bc0\u306e\u9664\u5916\u3067\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** Agent Search\uff08Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3066\u5f15\u7528\u4ed8\u304d\u3067\u7b54\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5f15\u7528\u306e\u6709\u7121\u3068\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u78ba\u304b\u3081\u3001`answer`\uff08\u5e97\u9577\u3078\u8fd4\u3059\uff09\uff0f`staff`\uff08\u62c5\u5f53\u3078\u56de\u3059\uff09\u306b\u5206\u3051\u308b","**\u3010\u4eba\u3011** \u5e97\u9577\u304c\u56de\u7b54\u3068\u5f15\u7528\u3092\u8aad\u307f\u3001\u7d9a\u3051\u3066\u805e\u304d\u305f\u3044\u3053\u3068\u304c\u3042\u308c\u3070\u540c\u3058\u753b\u9762\u3067\u805e\u304f","**\u3010\u4eba\u3011** \u62c5\u5f53\u304c `staff` \u306e\u8cea\u554f\u306b\u7b54\u3048\u3001\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u3068\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u304c\u305d\u308c\u305e\u308c\u306e\u8cea\u554f\u3092\u53d7\u3051\u308b\u3002\u62c5\u5f53\u306f `answer` \u306e\u56de\u7b54\u3092\u6bce\u65e5\u629c\u304d\u53d6\u308a\u3067\u8aad\u3080"],"architecture":"```\n\u5e97\u8217\u904b\u55b6\u30de\u30cb\u30e5\u30a2\u30eb\uff08\u30d6\u30e9\u30f3\u30c9\u30fb\u7bc0\uff09   \u672c\u90e8\u306e\u901a\u9054\uff08\u5dee\u3057\u66ff\u3048\u30fb\u671f\u9593\uff09\n   \u2502  \u30d6\u30e9\u30f3\u30c9\u30fb\u7bc0\u306e\u756a\u53f7\u30fb\u5dee\u3057\u66ff\u3048\u308b\u7bc0\u30fb\u671f\u9593\u3092\u4ed8\u3051\u308b\n   \u25bc\nCloud Storage \u2500\u2500 \u30e1\u30bf\u30c7\u30fc\u30bf\uff08JSON Lines\uff09\n   \u25bc\nAgent Search\uff08Vertex AI Search\uff09\u2500\u2500 \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff08\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u3001\u898b\u51fa\u3057\u306e\u4ed8\u4e0e\uff09\n   \u2502   brand\uff0fdoc_kind\uff0fsection_id\uff0freplaced_by\uff0feffective_from\uff0feffective_to\n   \u25bc\n\u672c\u90e8\u306e\u30dd\u30fc\u30bf\u30eb\u306e\u8cea\u554f\u306e\u753b\u9762 \u2500\u2500\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5e97\u9577\u306e\u9001\u4fe1\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3001Cloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u98df\u54c1\u306e\u5b89\u5168\u30fb\u5951\u7d04\u3068\u8cbb\u7528\u306e\u8cea\u554f\u3092\u5148\u306b\u632f\u308a\u5206\u3051\u308b\n   \u251c\u2500\u2500\u25b6 \u30d6\u30e9\u30f3\u30c9\u3068\u4eca\u65e5\u306e\u65e5\u4ed8\u3067\u7d5e\u308a\u3001\u5dee\u3057\u66ff\u308f\u3063\u305f\u7bc0\u3092\u5916\u3059\n   \u251c\u2500\u2500\u25b6 answer \u30e1\u30bd\u30c3\u30c9\uff1a\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u3001\u7d9a\u3051\u3066\u306e\u8cea\u554f\n   \u2514\u2500\u2500\u25b6 \u5f15\u7528\u3068\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3067 answer \uff0f staff\n   \u25bc\n\u5e97\u9577\u306e\u753b\u9762\u3078\u8fd4\u4fe1  \uff0f  \u5e97\u8217\u652f\u63f4\u90e8\u306e\u5bfe\u5fdc\u306e\u4e00\u89a7\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2500 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u30dd\u30fc\u30bf\u30eb\u30fb\u691c\u7d22\u30fb\u5bfe\u5fdc\u306e\u4e00\u89a7\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u306e\u5199\u3057\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u8cea\u554f\u3068\u56de\u7b54\u306e\u8a18\u9332\uff09 | \u2500 |\n\n**\u30dd\u30fc\u30bf\u30eb\u306f\u3001\u5e97\u9577\u304c\u901a\u9054\u3092\u8aad\u3080\u305f\u3081\u306b\u3059\u3067\u306b\u4f7f\u3063\u3066\u3044\u308b\u753b\u9762\u3067\u3059\u3002** \u8cea\u554f\u306e\u753b\u9762\u30921\u3064\u8db3\u3057\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u5e97\u9577\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u304b\u3089\u5e97\u8217\u3068\u30d6\u30e9\u30f3\u30c9\u3092\u5f15\u304d\u307e\u3059\u3002**\u65b0\u3057\u3044\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u914d\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306f1\u56de\u3054\u3068\u306b\u547c\u3073\u3001\u524d\u306e\u3084\u308a\u53d6\u308a\u306e `session` \u3092\u6e21\u3059\u3068\u3001\u7d9a\u3051\u3066\u306e\u8cea\u554f\u3092\u524d\u306e\u3084\u308a\u53d6\u308a\u3068\u5408\u308f\u305b\u3066\u89e3\u91c8\u3057\u307e\u3059\u3002**\u5e97\u9577\u304c\u300c\u6301\u3061\u5e30\u308a\u306e\u5834\u5408\u306f\uff1f\u300d\u3068\u8a00\u3044\u8db3\u3057\u305f\u3068\u304d\u306b\u3001\u524d\u306e\u8cea\u554f\u306e\u30e1\u30cb\u30e5\u30fc\u306e\u307e\u307e\u805e\u3051\u308b\u306e\u306f\u3001\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u307e\u3059\u3002** \u8cea\u554f\u3092\u8a00\u3044\u63db\u3048\u3066\u304b\u3089\u691c\u7d22\u3059\u308b\u6a5f\u80fd\uff08`queryRephraserSpec`\uff09\u306f\u65e2\u5b9a\u3067\u6709\u52b9\u3067\u3001\u56de\u7b54\u3092\u6c42\u3081\u3066\u3044\u306a\u3044\u66f8\u304d\u8fbc\u307f\u3092\u898b\u5206\u3051\u308b\u5206\u985e\uff08`queryClassificationSpec`\uff09\u306f\u65e2\u5b9a\u3067\u7121\u52b9\u3067\u3059\u3002\n\n**\u53d6\u308a\u8fbc\u307f\u306b\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u307e\u3059\u3002** \u516c\u5f0f\u3067\u306f\u3001\u6bb5\u843d\u30fb\u8868\u30fb\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001\u30c1\u30e3\u30f3\u30af\u306b\u4e0a\u4f4d\u306e\u898b\u51fa\u3057\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\uff08`includeAncestorHeadings`\u3001\u65e2\u5b9a\u306f\u7121\u52b9\uff09\u304c\u3042\u308a\u3001\u30c1\u30e3\u30f3\u30af\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3059\u3002**\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u624b\u9806\u306e1\u884c\u304c\u5358\u72ec\u3067\u5f15\u304b\u308c\u3066\u3082\u3001\u3069\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u3069\u306e\u7bc0\u304b\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u898b\u51fa\u3057\u3092\u4ed8\u3051\u307e\u3059\u3002** \u30c1\u30e3\u30f3\u30af\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u5f8c\u306b\u5909\u3048\u3089\u308c\u307e\u305b\u3093\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u5e97\u9577\u304c\u30dd\u30fc\u30bf\u30eb\u306e\u8cea\u554f\u306e\u753b\u9762\u3067\u9001\u4fe1\u3057\u305f\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u3067\u306f\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3092\u6700\u521d\u306b\u9078\u3093\u3067\u3082\u3089\u3044\u307e\u3059\u3002\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u6271\u3044 |\n|:--|:--|\n| \u4ed5\u8fbc\u307f\u30fb\u8abf\u7406\u30fb\u76db\u308a\u4ed8\u3051 | \u691c\u7d22\u3057\u3066\u7b54\u3048\u308b |\n| \u6a5f\u5668\u306e\u4f7f\u3044\u65b9\u30fb\u30a8\u30e9\u30fc | \u691c\u7d22\u3057\u3066\u7b54\u3048\u308b |\n| \u8ca9\u4fc3\u30fb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u30fb\u30ec\u30b8 | \u691c\u7d22\u3057\u3066\u7b54\u3048\u308b |\n| \u885b\u751f\u30fb\u6e05\u6383\u306e\u624b\u9806 | \u691c\u7d22\u3057\u3066\u7b54\u3048\u308b\u3002\u305f\u3060\u3057\u8a9e\u306e\u7167\u5408\u3067\u98df\u54c1\u306e\u5b89\u5168\u306e\u5224\u65ad\u3092\u62fe\u3046 |\n| \u98df\u6750\u306e\u72b6\u614b\u30fb\u6e29\u5ea6\u306e\u9038\u8131\u30fb\u7570\u7269\u30fb\u4f53\u8abf\u4e0d\u826f\u306e\u5ba2 | **\u691c\u7d22\u305b\u305a\u3001\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u3078** |\n| \u5951\u7d04\u30fb\u30ed\u30a4\u30e4\u30ea\u30c6\u30a3\u30fb\u8cbb\u7528\u30fb\u4ed5\u5165\u306e\u4fa1\u683c | **\u691c\u7d22\u305b\u305a\u3001\u62c5\u5f53\u306e\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u3078** |\n\n**\u4e0b\u306e2\u3064\u3092\u9078\u3093\u3060\u8cea\u554f\u306f\u3001\u691c\u7d22\u3082\u56de\u7b54\u306e\u751f\u6210\u3082\u3057\u307e\u305b\u3093\u3002** \u53d7\u3051\u4ed8\u3051\u305f\u3053\u3068\u3068\u3001\u62c5\u5f53\u304b\u3089\u306e\u9023\u7d61\u306e\u76ee\u5b89\u3060\u3051\u3092\u8fd4\u3057\u307e\u3059\u3002**\u7a2e\u985e\u3092\u9078\u3073\u9593\u9055\u3048\u305f\u8cea\u554f\u306f\u3001\u672c\u6587\u306e\u8a9e\u306e\u7167\u5408\u3067\u62fe\u3044\u307e\u3059**\uff08\u300c\u4f7f\u3048\u308b\u304b\u300d\u300c\u6368\u3066\u308b\u300d\u300c\u4f55\u2103\u306b\u306a\u3063\u3066\u3044\u305f\u300d\u300c\u304a\u5ba2\u69d8\u304c\u5177\u5408\u300d\u306a\u3069\uff09\u3002\n\n**\u3082\u3046\u4e00\u3064\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u901a\u9054\u306e\u767a\u51fa\u3067\u3059\u3002** \u672c\u90e8\u304c\u901a\u9054\u3092\u7f6e\u304f\u3068\u304d\u306b\u3001\u5dee\u3057\u66ff\u3048\u308b\u7bc0\u306e\u756a\u53f7\u3068\u3001\u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u306a\u3089\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u65e5\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u66f8\u304d\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306f\u6bce\u6669\u884c\u3044\u3001\u5dee\u3057\u66ff\u3048\u306e\u4e00\u89a7\u3082\u540c\u6642\u306b\u4f5c\u308a\u76f4\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u8cea\u554f\u306e\u7a2e\u985e\u3001\u672c\u6587\u3001\u9001\u3063\u305f\u65e5\u6642 | \u30dd\u30fc\u30bf\u30eb\u306e\u8cea\u554f\u306e\u753b\u9762 |\n| \u5e97\u8217\u306e\u60c5\u5831 | \u5e97\u8217\u3001\u30d6\u30e9\u30f3\u30c9\u3001\u76f4\u55b6\u304b\u52a0\u76df\u304b\u3001\u5c0e\u5165\u3057\u3066\u3044\u308b\u6a5f\u5668\u306e\u578b | \u30dd\u30fc\u30bf\u30eb\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u5e97\u8217\u306e\u53f0\u5e33 |\n| \u5e97\u8217\u904b\u55b6\u30de\u30cb\u30e5\u30a2\u30eb | \u4ed5\u8fbc\u307f\u30fb\u8abf\u7406\u30fb\u76db\u308a\u4ed8\u3051\u30fb\u6a5f\u5668\u30fb\u885b\u751f\u30fb\u63a5\u5ba2\u306e\u624b\u9806\u3002\u30d6\u30e9\u30f3\u30c9\u3054\u3068\u30fb\u7bc0\u3054\u3068 | \u672c\u90e8\u306e\u6587\u66f8\uff08PDF\uff09 |\n| \u672c\u90e8\u306e\u901a\u9054 | \u5dee\u3057\u66ff\u3048\u308b\u7bc0\u3068\u65b0\u3057\u3044\u672c\u6587\u3001\u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u3001\u767a\u51fa\u306e\u65e5 | \u672c\u90e8\u306e\u6587\u66f8\uff08PDF\uff09 |\n| \u5dee\u3057\u66ff\u3048\u306e\u4e00\u89a7 | \u901a\u9054\u306e\u756a\u53f7\u3001\u5dee\u3057\u66ff\u3048\u308b\u7bc0\u306e\u756a\u53f7\u3001\u5dee\u3057\u66ff\u3048\u306e\u59cb\u307e\u308b\u65e5 | \u901a\u9054\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304b\u3089\u4f5c\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u901a\u9054\u3054\u3068\u306e\u300c\u5dee\u3057\u66ff\u3048\u308b\u7bc0\u306e\u756a\u53f7\u300d\u3067\u3059\u3002** \u901a\u9054\u306e\u672c\u6587\u306b\u306f\u300c\u7b2c4\u7ae03\u7bc0\u3092\u6539\u3081\u308b\u300d\u3068\u66f8\u3044\u3066\u3042\u3063\u3066\u3082\u3001**\u6a5f\u68b0\u304c\u8aad\u3081\u308b\u5f62\u3067\u6301\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u53e4\u3044\u7bc0\u3092\u5916\u305b\u307e\u305b\u3093\u3002** \u901a\u9054\u3092\u66f8\u304f\u62c5\u5f53\u304c\u3001\u767a\u51fa\u306e\u3068\u304d\u306b\u756a\u53f7\u3092\u66f8\u304f\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\u3002\n\n**\u6a5f\u5668\u306e\u578b\u3092\u6301\u3064\u306e\u306f\u3001\u540c\u3058\u30d6\u30e9\u30f3\u30c9\u3067\u3082\u5e97\u306b\u3088\u3063\u3066\u98df\u6d17\u6a5f\u3084\u5238\u58f2\u6a5f\u304c\u9055\u3046\u304b\u3089\u3067\u3059\u3002** \u6a5f\u5668\u306e\u7ae0\u306f\u578b\u3054\u3068\u306b\u5206\u3051\u3001`equipment` \u3067\u7d5e\u308a\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u30de\u30cb\u30e5\u30a2\u30eb\u306f\u30d6\u30e9\u30f3\u30c9\u3054\u3068\u306b\u7bc0\u3067\u5206\u3051\u3001\u901a\u9054\u306f1\u901a\u305a\u3064\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u3066 Cloud Storage \u306b\u7f6e\u304d\u307e\u3059\u3002\u516c\u5f0f\u3067\u306f\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f PDF\u30fbHTML\u30fbDOCX \u306a\u3069\u306b\u5bfe\u5fdc\u3057\u30011\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u9650\u306f200MB\u3067\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u3067\u30011\u884c\u3054\u3068\u306b `id`\u3001`structData`\u3001`content`\uff08`mimeType` \u3068 `uri`\uff09\u3092\u66f8\u304d\u307e\u3059\u3002\n\n```\n{\"id\":\"ramen-manual-v8-4-3\",\"structData\":{\"doc_kind\":\"manual\",\n \"brand\":[\"ramen\"],\"section_id\":\"ramen-4-3\",\"topic\":[\"cooking\"],\n \"effective_from\":\"2026-04-01T00:00:00Z\",\n \"effective_to\":\"2099-12-31T23:59:59Z\"},\n \"content\":{\"mimeType\":\"text\/html\",\"uri\":\"gs:\/\/fc-docs\/ramen-manual-v8-4-3.html\"}}\n{\"id\":\"notice-2026-118\",\"structData\":{\"doc_kind\":\"notice\",\n \"brand\":[\"ramen\"],\"replaces\":[\"ramen-4-3\"],\"topic\":[\"cooking\"],\n \"effective_from\":\"2026-10-01T00:00:00Z\",\n \"effective_to\":\"2099-12-31T23:59:59Z\"},\n \"content\":{\"mimeType\":\"application\/pdf\",\"uri\":\"gs:\/\/fc-docs\/notice-2026-118.pdf\"}}\n```\n\n**\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u6bce\u6669\u306e\u53d6\u308a\u8fbc\u307f\u306e\u3068\u304d\u306b\u3001\u901a\u9054\u306e `replaces` \u304b\u3089\u300c\u4eca\u65e5\u306e\u6642\u70b9\u3067\u5dee\u3057\u66ff\u308f\u3063\u3066\u3044\u308b\u7bc0\u300d\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u305f\u3073\u306b\u3001\u305d\u306e\u4e00\u89a7\u3092\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u306e\u5426\u5b9a\u306b\u5165\u308c\u307e\u3059\u3002\u516c\u5f0f\u306e\u69cb\u6587\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `ANY()` \u3067\u5b8c\u5168\u4e00\u81f4\u3092\u898b\u3089\u308c\u3001`-` \u304b `NOT` \u3067\u5426\u5b9a\u3067\u304d\u3001\u65e5\u6642\u306e\u9805\u76ee\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n```\nbrand: ANY(\"ramen\")\nAND effective_from <= \"2026-10-15T00:00:00Z\"\nAND effective_to >= \"2026-10-15T00:00:00Z\"\nAND NOT section_id: ANY(\"ramen-4-3\",\"ramen-6-1\")\n```\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u8981\u3067\u3059\u3002** \u5dee\u3057\u66ff\u3048\u305f\u901a\u9054\u306e\u307b\u3046\u306f `section_id` \u3092\u6301\u305f\u306a\u3044\u306e\u3067\u3001\u5426\u5b9a\u306b\u5f53\u305f\u3089\u305a\u6b8b\u308a\u307e\u3059\u3002**\u53e4\u3044\u7bc0\u304c\u5916\u308c\u3001\u65b0\u3057\u3044\u672c\u6587\u3092\u6301\u3064\u901a\u9054\u3060\u3051\u304c\u5f15\u304b\u308c\u307e\u3059\u3002** \u671f\u9593\u306e\u9650\u3089\u308c\u305f\u8ca9\u4fc3\u306e\u901a\u9054\u306f\u3001\u7d42\u308f\u308a\u306e\u65e5\u3092\u904e\u304e\u308b\u3068\u65e5\u4ed8\u306e\u6761\u4ef6\u3067\u5916\u308c\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u7bc0\u3054\u3068\u306b\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3066\u5206\u3051\u308b** \u2026 \u30d6\u30e9\u30f3\u30c9\u3001\u7ae0\u3001\u7bc0\u306e\u756a\u53f7\u304c\u5d29\u308c\u306a\u3044\u3088\u3046\u3001\u672c\u90e8\u306e\u539f\u7a3f\u304b\u3089HTML\u3067\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002\u6a5f\u5668\u306e\u7ae0\u306f\u578b\u3054\u3068\u306b\u5206\u3051\u307e\u3059\n2. **\u901a\u9054\u306b\u5dee\u3057\u66ff\u3048\u306e\u60c5\u5831\u3092\u4ed8\u3051\u308b** \u2026 \u5dee\u3057\u66ff\u3048\u308b\u7bc0\u306e\u756a\u53f7\u3001\u59cb\u307e\u308a\u306e\u65e5\u3001\u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u306a\u3089\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u304d\u307e\u3059\n3. **\u5dee\u3057\u66ff\u3048\u306e\u4e00\u89a7\u3092\u4f5c\u308b** \u2026 \u4eca\u65e5\u306e\u6642\u70b9\u3067\u5dee\u3057\u66ff\u308f\u3063\u3066\u3044\u308b\u7bc0\u3092\u3001\u30d6\u30e9\u30f3\u30c9\u3054\u3068\u306b\u4e26\u3079\u307e\u3059\n4. **\u8cea\u554f\u306e\u672c\u6587\u3092\u78ba\u304b\u3081\u308b** \u2026 \u98df\u54c1\u306e\u5b89\u5168\u30fb\u5951\u7d04\u3068\u8cbb\u7528\u306e\u8a9e\u3092\u7167\u5408\u3057\u3001\u5f53\u305f\u308c\u3070\u691c\u7d22\u306e\u524d\u306b\u632f\u308a\u5206\u3051\u307e\u3059\u3002\u5ba2\u306e\u540d\u524d\u3084\u96fb\u8a71\u756a\u53f7\u304c\u66f8\u304b\u308c\u3066\u3044\u305f\u3089\u5916\u3057\u307e\u3059\n\n**2\u756a\u76ee\u306f\u3001\u901a\u9054\u3092\u66f8\u304f\u62c5\u5f53\u306e\u4ed5\u4e8b\u306b\u3057\u307e\u3059\u3002** \u5dee\u3057\u66ff\u3048\u308b\u7bc0\u3092AI\u306b\u63a8\u3057\u91cf\u3089\u305b\u308b\u3068\u3001**\u4f3c\u305f\u984c\u540d\u306e\u5225\u306e\u7bc0\u3092\u5916\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u5916\u3055\u308c\u305f\u7bc0\u306f\u3001\u8ab0\u306b\u3082\u6c17\u3065\u304b\u308c\u306a\u3044\u307e\u307e\u7b54\u3048\u306b\u51fa\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u305d\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u3044\u307e\u52b9\u3044\u3066\u3044\u308b\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u304b\u3089\u3001\u8cea\u554f\u306b\u5f53\u305f\u308b\u7b87\u6240\u3092\u63a2\u3057\u3001\u5f15\u7528\u3057\u3066\u624b\u9806\u3092\u4e26\u3079\u308b\u3053\u3068\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u624b\u9806\u3092\u4e26\u3079\u308b | \u30de\u30cb\u30e5\u30a2\u30eb\u304b\u901a\u9054\u306e\u624b\u9806\u3092\u3001\u756a\u53f7\u3092\u4ed8\u3051\u3066\u672c\u6587\u306b\u6cbf\u3063\u3066 |\n| \u51fa\u5178\u3092\u793a\u3059 | \u30de\u30cb\u30e5\u30a2\u30eb\u306e\u7bc0\u306e\u756a\u53f7\u3001\u307e\u305f\u306f\u901a\u9054\u306e\u756a\u53f7\u3068\u767a\u51fa\u306e\u65e5 |\n| \u671f\u9593\u3092\u793a\u3059 | \u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u306a\u3089\u3001\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u65e5 |\n| \u7d9a\u3051\u3066\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b | \u540c\u3058 `session` \u3067\u3001\u524d\u306e\u8cea\u554f\u306e\u6761\u4ef6\u3092\u5f15\u304d\u7d99\u3044\u3067 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u98df\u6750\u3092\u4f7f\u3048\u308b\u304b\u3001\u63d0\u4f9b\u3057\u3066\u3088\u3044\u304b\u306e\u5224\u65ad | \u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u304c\u72b6\u6cc1\u3092\u805e\u3044\u3066\u6c7a\u3081\u308b |\n| \u30de\u30cb\u30e5\u30a2\u30eb\u306b\u7121\u3044\u8abf\u7406\u306e\u5de5\u592b\u3092\u52e7\u3081\u308b | \u5e97\u3054\u3068\u306b\u5473\u304c\u305a\u308c\u308b |\n| \u5951\u7d04\u30fb\u30ed\u30a4\u30e4\u30ea\u30c6\u30a3\u30fb\u8cbb\u7528\u3078\u306e\u56de\u7b54 | \u62c5\u5f53\u306e\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u304c\u7b54\u3048\u308b |\n| \u6a5f\u5668\u306e\u5206\u89e3\u3084\u4fee\u7406\u306e\u624b\u9806\u306e\u63a8\u6e2c | \u53d6\u6271\u8aac\u660e\u66f8\u3068\u4fdd\u5b88\u306e\u696d\u8005\u306e\u7bc4\u56f2 |\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u7bc0\u3068\u901a\u9054\u306e\u756a\u53f7\u3092\u793a\u3059\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u7bc0\u3067\u7b54\u3048\u306a\u3044 |\n| `queryClassificationSpec` | `NON_ANSWER_SEEKING_QUERY` | \u300c\u3042\u308a\u304c\u3068\u3046\u300d\u306a\u3069\u306b\u56de\u7b54\u3092\u4f5c\u3089\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u540c\u4e0a |\n| `filter` | \u30d6\u30e9\u30f3\u30c9\u3001\u4eca\u65e5\u306e\u65e5\u4ed8\u3001\u5dee\u3057\u66ff\u308f\u3063\u305f\u7bc0\u306e\u9664\u5916 | \u3044\u307e\u52b9\u3044\u3066\u3044\u308b\u7b87\u6240\u3060\u3051\u3092\u5f15\u304f |\n| `groundingSpec` | `includeGroundingSupports` \u3092\u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b |\n| `session` | \u540c\u3058\u8cea\u554f\u306e\u7d9a\u304d | \u8a00\u3044\u8db3\u3057\u3067\u7d9a\u3051\u3066\u805e\u304f |\n| `promptSpec.preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n**`queryRephraserSpec` \u306f\u65e2\u5b9a\u306e\u307e\u307e\u6709\u52b9\u306b\u3057\u307e\u3059\u3002** \u5e97\u9577\u306e\u8cea\u554f\u306f\u300c\u3064\u3051\u9eba \u9eba \u4f55g\u300d\u306e\u3088\u3046\u306a\u77ed\u3044\u66f8\u304d\u65b9\u304c\u591a\u304f\u3001**\u8a00\u3044\u63db\u3048\u306e\u3042\u3068\u306b\u691c\u7d22\u3057\u305f\u307b\u3046\u304c\u7bc0\u306b\u5f53\u305f\u308a\u3084\u3059\u3044\u305f\u3081\u3067\u3059\u3002** \u516c\u5f0f\u3067\u306f\u3001\u8a00\u3044\u63db\u3048\u306e\u6bb5\u6570\u306f\u65e2\u5b9a\u30671\u3001\u6700\u5927\u30675\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `promptSpec.preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u30d6\u30e9\u30f3\u30c9\u3001\u6a5f\u5668\u306e\u578b\u3001\u4eca\u65e5\u306e\u65e5\u4ed8\u3092\u691c\u7d22\u306e\u6587\u306e\u5148\u982d\u306b\u4ed8\u3051\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u98f2\u98df\u306e\u30d5\u30e9\u30f3\u30c1\u30e3\u30a4\u30ba\u672c\u90e8\u306e\u5e97\u8217\u652f\u63f4\u306e\u62c5\u5f53\u3068\u3057\u3066\u3001\u52a0\u76df\u5e97\u306e\n\u5e97\u9577\u304b\u3089\u306e\u5e97\u8217\u904b\u55b6\u306e\u8cea\u554f\u306b\u3001\u5e97\u8217\u904b\u55b6\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u672c\u90e8\u306e\u901a\u9054\u3092\u6839\u62e0\u306b\n\u7b54\u3048\u308b\u7acb\u5834\u3067\u3059\u3002\u8aad\u3080\u306e\u306f\u55b6\u696d\u4e2d\u306e\u5e97\u9577\u3067\u3059\u3002\u77ed\u304f\u3001\u624b\u9806\u306e\u9806\u306b\u66f8\u304d\u307e\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u30d6\u30e9\u30f3\u30c9\u3001\u6a5f\u5668\u306e\u578b\u3001\u4eca\u65e5\u306e\u65e5\u4ed8\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u305d\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u3001\u4eca\u65e5\u306b\u52b9\u3044\u3066\u3044\u308b\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u3060\u3051\u3067\u3059\u3002\n\u901a\u9054\u3067\u5dee\u3057\u66ff\u308f\u3063\u305f\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u7bc0\u306f\u3001\u691c\u7d22\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3066\u3042\u308a\u307e\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u624b\u9806\u3092\u3001\u756a\u53f7\u3092\u4ed8\u3051\u3066\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u304b\u901a\u9054\u306e\u672c\u6587\u306b\u6cbf\u3063\u3066\u66f8\u304f\n2. \u6700\u5f8c\u306b\u3001\u51fa\u5178\uff08\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u7bc0\u306e\u756a\u53f7\u3001\u307e\u305f\u306f\u901a\u9054\u306e\u756a\u53f7\u3068\u767a\u51fa\u306e\u65e5\uff09\u3092\u66f8\u304f\n3. \u671f\u9593\u306e\u9650\u3089\u308c\u305f\u53d6\u6271\u3044\u306a\u3089\u3001\u59cb\u307e\u308a\u3068\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u304f\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u98df\u6750\u3092\u4f7f\u3048\u308b\u304b\u3001\u63d0\u4f9b\u3057\u3066\u3088\u3044\u304b\u3001\u6368\u3066\u308b\u3079\u304d\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6e29\u5ea6\u3084\u6642\u9593\u306e\u57fa\u6e96\u304c\u66f8\u304b\u308c\u305f\u7bc0\u3092\u5f15\u7528\u3057\u3066\u3082\u3001\u5f53\u3066\u306f\u3081\u306e\u7d50\u8ad6\u3092\n  \u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u624b\u9806\u3001\u5206\u91cf\u3001\u6e29\u5ea6\u3001\u6642\u9593\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u8abf\u7406\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5225\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u66f8\u304d\u65b9\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5951\u7d04\u3001\u30ed\u30a4\u30e4\u30ea\u30c6\u30a3\u3001\u8cbb\u7528\u3001\u4ed5\u5165\u306e\u4fa1\u683c\u306b\u306f\u7b54\u3048\u305a\u3001\n  \u300c\u62c5\u5f53\u306e\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u304b\u3089\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u7b87\u6240\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u3067\u8a72\u5f53\u3059\u308b\u7b87\u6240\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\n  \u5e97\u8217\u652f\u63f4\u90e8\u304b\u3089\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u5f53\u3066\u306f\u3081\u306e\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u57fa\u6e96\u306e\u7bc0\u3092\u5f15\u7528\u3057\u3066\u5224\u65ad\u3092\u66f8\u304d\u307e\u3059\u3002** \u300c\u30b9\u30fc\u30d7\u3092\u4fdd\u6e29\u306e\u6e29\u5ea6\u3088\u308a\u4f4e\u3044\u307e\u307e2\u6642\u9593\u7f6e\u3044\u305f\u300d\u3068\u805e\u304b\u308c\u308b\u3068\u3001\u4fdd\u6e29\u306e\u7bc0\u3092\u5f15\u3044\u3066\u300c\u518d\u52a0\u71b1\u3059\u308c\u3070\u63d0\u4f9b\u3067\u304d\u307e\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u305d\u306e\u5224\u65ad\u306f\u3001\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u304c\u72b6\u6cc1\u3092\u805e\u3044\u3066\u304b\u3089\u4e0b\u3059\u3082\u306e\u3067\u3059\u3002** \u6307\u793a\u3068\u8a9e\u306e\u7167\u5408\u306e\u4e21\u65b9\u3067\u6b62\u3081\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8fd4\u308a\u5024\u3068\u5e97\u8217\u306e\u60c5\u5831\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u307e\u3068\u3081\u307e\u3059\u3002**\n\n```json\n{\n  \"question_id\": \"\",\n  \"store_id\": \"\",\n  \"brand\": \"ramen | teishoku\",\n  \"category\": \"cooking | equipment | promotion | hygiene | food_safety | contract\",\n  \"answer_text\": \"\",\n  \"citations\": [ { \"doc_kind\": \"manual | notice\", \"section_id\": \"\",\n                   \"notice_no\": \"\", \"effective_to\": \"\", \"quote\": \"\", \"uri\": \"\" } ],\n  \"excluded_sections\": [],\n  \"grounding_score\": 0,\n  \"route\": \"answer | staff\",\n  \"route_reasons\": []\n}\n```\n\n\u5f15\u7528\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e `references` \u304b\u3089\u53d6\u308a\u307e\u3059\u3002`references` \u306e\u5404\u8981\u7d20\u306b\u306f\u3001\u30c1\u30e3\u30f3\u30af\u306e\u672c\u6587\u3068\u3001\u6587\u66f8\u306e `structData` \u304c\u4ed8\u3044\u3066\u8fd4\u308a\u307e\u3059\u3002\u5f15\u7528\u306e\u4f4d\u7f6e\uff08`startIndex`\uff0f`endIndex`\uff09\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u306a\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u6587\u3092\u6587\u5b57\u6570\u3067\u5207\u308b\u3068\u305a\u308c\u307e\u3059\u3002`excluded_sections` \u306b\u306f\u3001\u305d\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u5916\u3057\u305f\u7bc0\u3092\u6b8b\u3057\u307e\u3059\u3002\n\n**`route` \u306f\u6b21\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n| `route_reasons` | \u7acb\u3066\u308b\u6761\u4ef6 |\n|:--|:--|\n| `food_safety` | \u8cea\u554f\u306e\u7a2e\u985e\u304b\u672c\u6587\u306e\u8a9e\u304c\u3001\u98df\u54c1\u306e\u5b89\u5168\u306e\u5224\u65ad\u306b\u5f53\u305f\u308b |\n| `contract` | \u8cea\u554f\u306e\u7a2e\u985e\u304b\u672c\u6587\u306e\u8a9e\u304c\u3001\u5951\u7d04\u30fb\u8cbb\u7528\u306b\u5f53\u305f\u308b |\n| `judgement_words` | \u56de\u7b54\u306b\u300c\u4f7f\u3048\u307e\u3059\u300d\u300c\u63d0\u4f9b\u3067\u304d\u307e\u3059\u300d\u300c\u5ec3\u68c4\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306a\u3069\u306e\u8a9e\u304c\u3042\u308b |\n| `no_citation` | \u5f15\u7528\u304c\u7121\u3044\u3001\u307e\u305f\u306f `answerSkippedReasons` \u304c\u8fd4\u3063\u305f |\n| `weak_support` | \u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u3001\u672c\u90e8\u304c\u6c7a\u3081\u305f\u5024\u3088\u308a\u4f4e\u3044\u6587\u304c\u3042\u308b |\n\n**\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u3060\u3051\u304c\u3001\u5e97\u9577\u306b\u76f4\u63a5\u8fd4\u308a\u307e\u3059\u3002** `food_safety` \u306f\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u306b\u3001`contract` \u306f\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u306b\u3001\u6b8b\u308a\u306f\u5e97\u8217\u652f\u63f4\u90e8\u306e\u62c5\u5f53\u306b\u56de\u308a\u307e\u3059\u3002\n\n**\u5e97\u9577\u306e\u753b\u9762\u306b\u306f\u3001`answer_text` \u3092\u6b21\u306e\u3088\u3046\u306a\u5f62\u3067\u51fa\u3057\u307e\u3059\u3002** \u51fa\u5178\u306e\u884c\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c `citations` \u304b\u3089\u7d44\u307f\u7acb\u3066\u3001AI\u306e\u6587\u306b\u306f\u4efb\u305b\u307e\u305b\u3093\u3002\n\n```\n\u3010\u671f\u9593\u9650\u5b9a \u3064\u3051\u9eba\u306e\u76db\u308a\u4ed8\u3051\u3011\n1. \u9eba\u3092\u4e3c\u306e\u624b\u524d\u534a\u5206\u306b\u3001\u3086\u3067\u4e0a\u3052\u306e\u91cf\u306e\u307e\u307e\u76db\u308b\n2. \u30c1\u30e3\u30fc\u30b7\u30e5\u30fc\u306f2\u679a\u3001\u9eba\u306e\u53f3\u5965\u306b\u7acb\u3066\u304b\u3051\u308b\n3. \u306d\u304e\u306f\u5225\u76bf\u306b\u305b\u305a\u3001\u3064\u3051\u6c41\u306e\u5668\u306b\u4e57\u305b\u308b\n\u51fa\u5178\uff1a\u901a\u9054 2026-118\uff082026-10-01 \u767a\u51fa\uff09\n\u671f\u9593\uff1a2026-10-01 \u301c 2026-12-31\n```\n\n**\u51fa\u5178\u306b\u901a\u9054\u3068\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u4e21\u65b9\u304c\u51fa\u308b\u3068\u304d\u306f\u3001\u901a\u9054\u3092\u4e0a\u306b\u4e26\u3079\u307e\u3059\u3002** \u5e97\u9577\u304c\u300c\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u9055\u3046\u300d\u3068\u8ff7\u3063\u305f\u3068\u304d\u306b\u3001\u65b0\u3057\u3044\u307b\u3046\u304c\u5148\u306b\u76ee\u306b\u5165\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u672c\u90e8\u306e\u30dd\u30fc\u30bf\u30eb | \u8cea\u554f\u306e\u753b\u9762\u304b\u3089\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u547c\u3076 | \u8cea\u554f\u3092\u53d7\u3051\u53d6\u308a\u3001\u56de\u7b54\u3068\u5f15\u7528\u3092\u8fd4\u3059 |\n| \u5e97\u8217\u306e\u53f0\u5e33 | \u8aad\u307f\u51fa\u3057 | \u30d6\u30e9\u30f3\u30c9\u3001\u6a5f\u5668\u306e\u578b\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9 | \u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u3001\u7d9a\u3051\u3066\u306e\u8cea\u554f |\n| \u5e97\u8217\u652f\u63f4\u90e8\u306e\u5bfe\u5fdc\u306e\u4e00\u89a7 | 1\u884c\u8db3\u3059 | `staff` \u3092\u56de\u3059\u3002\u54c1\u8cea\u7ba1\u7406\u3068\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u306e\u5206\u3082\u540c\u3058\u4e00\u89a7\u3067\u632f\u308a\u5206\u3051\u308b |\n\n**`food_safety` \u306e1\u884c\u306f\u3001\u4e00\u89a7\u306b\u8db3\u3059\u3060\u3051\u3067\u306a\u304f\u3001\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u306e\u96fb\u8a71\u306b\u3082\u77e5\u3089\u305b\u307e\u3059\u3002** \u55b6\u696d\u4e2d\u306e\u5e97\u3067\u98df\u6750\u306e\u6271\u3044\u3092\u8ff7\u3063\u3066\u3044\u308b\u72b6\u614b\u3092\u3001\u4e00\u89a7\u306e\u9806\u756a\u5f85\u3061\u306b\u3057\u306a\u3044\u305f\u3081\u3067\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u3053\u306e\u69cb\u6210\u3067\u306f\u3001\u904b\u55b6\u306e\u624b\u9806\u306e\u56de\u7b54\u306f\u4eba\u306e\u78ba\u8a8d\u3092\u7d4c\u305a\u306b\u5e97\u9577\u306b\u8fd4\u308a\u307e\u3059\u3002** \u305d\u306e\u305f\u3081\u306b\u3001\u8fd4\u3057\u3066\u3088\u3044\u56de\u7b54\u306e\u7bc4\u56f2\u3092\u5f15\u7528\u306e\u6709\u7121\u3068\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3067\u72ed\u304f\u53d6\u308a\u3001\u98df\u54c1\u306e\u5b89\u5168\u3068\u5951\u7d04\u30fb\u8cbb\u7528\u306f\u6700\u521d\u304b\u3089\u5916\u3057\u3066\u3044\u307e\u3059\u3002\n\n1. **\u5e97\u9577\u304c\u5f15\u7528\u3092\u8aad\u3080** \u2026 \u56de\u7b54\u306e\u6700\u5f8c\u306e\u51fa\u5178\u3092\u898b\u3066\u3001\u6c17\u306b\u306a\u308c\u3070\u30dd\u30fc\u30bf\u30eb\u3067\u7bc0\u3084\u901a\u9054\u3092\u958b\u304d\u307e\u3059\n2. **\u62c5\u5f53\u304c `staff` \u306b\u7b54\u3048\u308b** \u2026 \u5f15\u7528\u306e\u5019\u88dc\u304c\u3042\u308c\u3070\u3001\u305d\u308c\u3092\u8aad\u3093\u3067\u304b\u3089\u7b54\u3048\u307e\u3059\n3. **\u62c5\u5f53\u304c `answer` \u3092\u6bce\u65e5\u629c\u304d\u53d6\u308a\u3067\u8aad\u3080** \u2026 1\u65e520\u4ef6\u307b\u3069\u3092\u8aad\u307f\u3001\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u3084\u8a00\u3044\u904e\u304e\u304c\u7121\u3044\u304b\u3092\u898b\u307e\u3059\n4. **\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u304c\u5de1\u56de\u3067\u78ba\u304b\u3081\u308b** \u2026 \u5e97\u3067\u56de\u7b54\u3069\u304a\u308a\u306b\u4f5c\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u307e\u3059\n\n**3\u756a\u76ee\u3067\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u304c\u898b\u3064\u304b\u3063\u305f\u3089\u3001\u56de\u7b54\u3092\u76f4\u3059\u3088\u308a\u5148\u306b\u901a\u9054\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u76f4\u3057\u307e\u3059\u3002** \u53e4\u3044\u7bc0\u304c\u5f15\u304b\u308c\u305f\u539f\u56e0\u306f\u3001\u307b\u3068\u3093\u3069\u304c `replaces` \u306e\u66f8\u304d\u6f0f\u308c\u3067\u3059\u3002\n\n**\u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u30891\u304b\u6708\u306f\u3001\u3059\u3079\u3066\u306e\u56de\u7b54\u3092\u5e97\u9577\u306b\u8fd4\u3059\u524d\u306b\u62c5\u5f53\u304c\u8aad\u307f\u307e\u3059\u3002** \u629c\u304d\u53d6\u308a\u306b\u79fb\u308b\u306e\u306f\u3001`judgement_words` \u3068\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u304c\u51fa\u306a\u304f\u306a\u3063\u3066\u304b\u3089\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8cea\u554f\u306e\u7a2e\u985e\u3092\u9078\u3073\u9593\u9055\u3048\u305f | \u672c\u6587\u306e\u8a9e\u306e\u7167\u5408\u3067 `food_safety`\u30fb`contract` \u3092\u62fe\u3046 |\n| \u6a5f\u5668\u306e\u578b\u304c\u53f0\u5e33\u306b\u7121\u3044 | \u6a5f\u5668\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u5916\u3057\u3001`staff` |\n| \u901a\u9054\u306e `replaces` \u304c\u7a7a\u306a\u306e\u306b\u672c\u6587\u306b\u300c\u6539\u3081\u308b\u300d\u3068\u3042\u308b | \u53d6\u308a\u8fbc\u307f\u306e\u3068\u304d\u306b\u691c\u77e5\u3057\u3001\u901a\u9054\u3092\u66f8\u3044\u305f\u62c5\u5f53\u306b\u77e5\u3089\u305b\u308b |\n| \u671f\u9593\u304c\u7d42\u308f\u3063\u305f\u8ca9\u4fc3\u3092\u805e\u304b\u308c\u305f | \u5f15\u7528\u304c\u7121\u3051\u308c\u3070 `no_citation`\u3002\u62c5\u5f53\u304c\u300c\u7d42\u4e86\u3057\u3066\u3044\u307e\u3059\u300d\u3068\u7b54\u3048\u308b |\n| \u56de\u7b54\u306b\u5224\u65ad\u306e\u8a9e\u304c\u51fa\u305f | \u8a9e\u3092\u6d88\u3057\u3001`judgement_words` \u3067\u62c5\u5f53\u3078 |\n| \u7d9a\u3051\u3066\u306e\u8cea\u554f\u3067\u5225\u306e\u30e1\u30cb\u30e5\u30fc\u3084\u6a5f\u5668\u306b\u8a71\u304c\u79fb\u3063\u305f | \u753b\u9762\u306e\u300c\u65b0\u3057\u3044\u8cea\u554f\u300d\u3067 `session` \u3092\u5207\u3063\u3066\u3082\u3089\u3046\u3002\u524d\u306e\u6761\u4ef6\u304c\u6df7\u3056\u3063\u305f\u56de\u7b54\u306f\u629c\u304d\u53d6\u308a\u3067\u62fe\u3046 |\n| \u76f4\u55b6\u5e97\u3068\u52a0\u76df\u5e97\u3067\u6c7a\u307e\u308a\u304c\u9055\u3046 | \u76f4\u55b6\u5411\u3051\u306e\u901a\u9054\u306b `store_type` \u3092\u4ed8\u3051\u3001\u52a0\u76df\u5e97\u306e\u8cea\u554f\u3067\u306f\u5916\u3059 |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3057\u305f | \u300c\u5e97\u8217\u652f\u63f4\u90e8\u304b\u3089\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u4e00\u89a7\u3078 |\n\n**3\u884c\u76ee\u306e\u691c\u77e5\u306f\u3001\u901a\u9054\u306e\u672c\u6587\u306b\u300c\u6539\u3081\u308b\u300d\u300c\u5dee\u3057\u66ff\u3048\u308b\u300d\u300c\u5ec3\u6b62\u3059\u308b\u300d\u306e\u8a9e\u304c\u3042\u308b\u306e\u306b `replaces` \u304c\u7a7a\u306e\u3082\u306e\u3092\u62fe\u3046\u3060\u3051\u306e\u7167\u5408\u3067\u3059\u3002** \u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u3092\u3001\u767a\u51fa\u306e\u591c\u306e\u3046\u3061\u306b\u898b\u3064\u3051\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u306e\u5185\u5bb9\uff08\u5ba2\u306e\u540d\u524d\u3068\u96fb\u8a71\u756a\u53f7\u306f\u5916\u3057\u305f\u3082\u306e\uff09\u3001\u5e97\u8217\u3001\u30d6\u30e9\u30f3\u30c9\u3001\u65e5\u6642\n- \u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3068\u3001\u5916\u3057\u305f\u7bc0\u306e\u4e00\u89a7\uff08`excluded_sections`\uff09\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u8fd4\u308a\u5024\u306e\u5168\u6587\u3068 `session`\n- `route` \u3068 `route_reasons`\u3001\u62c5\u5f53\u306e\u56de\u7b54\n- \u629c\u304d\u53d6\u308a\u3067\u8aad\u3093\u3060\u7d50\u679c\u3068\u3001\u898b\u3064\u304b\u3063\u305f\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\n\n**\u5916\u3057\u305f\u7bc0\u306e\u4e00\u89a7\u3092\u6b8b\u3059\u306e\u306f\u3001\u5f8c\u304b\u3089\u300c\u306a\u305c\u3053\u306e\u5e97\u306b\u3053\u306e\u624b\u9806\u3067\u7b54\u3048\u305f\u304b\u300d\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u306f\u3001\u305d\u306e\u65e5\u306b\u5916\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u7bc0\u3092\u898b\u308c\u3070\u5206\u304b\u308a\u307e\u3059\u3002","minimal_setup":"1. \u8cea\u554f\u306e\u591a\u3044\u30d6\u30e9\u30f3\u30c9\u3067\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u8abf\u7406\u3068\u6a5f\u5668\u306e\u7ae0\u3068\u3001\u76f4\u8fd1\u534a\u5e74\u306e\u901a\u9054\u3092\u96c6\u3081\u308b\n2. \u904e\u53bb1\u304b\u6708\u306e\u8cea\u554f\u304b\u308930\u4ef6\u3092\u62fe\u3046\uff08**\u901a\u9054\u3067\u5dee\u3057\u66ff\u308f\u3063\u305f\u624b\u9806\u306e\u8cea\u554f\u3001\u7d42\u308f\u3063\u305f\u8ca9\u4fc3\u306e\u8cea\u554f\u3001\u98df\u54c1\u306e\u5b89\u5168\u306b\u95a2\u308f\u308b\u8cea\u554f\u3092\u6570\u4ef6\u5165\u308c\u308b**\uff09\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u3001\u5dee\u3057\u66ff\u308f\u3063\u305f\u7bc0\u3092\u9664\u3044\u305f\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u3092\u8cbc\u308a\u3001\u7b2c7\u7ae0\u306e\u6307\u793a\u3092\u8cbc\u3063\u30661\u4ef6\u305a\u3064\u5165\u308c\u308b\n4. \u51fa\u3066\u304d\u305f\u56de\u7b54\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u306e\u56de\u7b54\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u624b\u9806\u3068\u51fa\u5178\u3092\u793a\u3057\u305f | **\u691c\u7d22\u57fa\u76e4\u3078\u306e\u53d6\u308a\u8fbc\u307f\u306b\u9032\u3080** |\n| \u98df\u54c1\u306e\u5b89\u5168\u306e\u8cea\u554f\u306b\u300c\u4f7f\u3048\u307e\u3059\u300d\u3068\u66f8\u3044\u305f | **\u691c\u7d22\u306e\u524d\u306e\u632f\u308a\u5206\u3051\u3092\u6700\u521d\u304b\u3089\u4f5c\u308b** |\n| \u5dee\u3057\u66ff\u308f\u3063\u305f\u53e4\u3044\u624b\u9806\u3092\u5f15\u3044\u305f | **\u901a\u9054\u306b\u5dee\u3057\u66ff\u3048\u308b\u7bc0\u306e\u756a\u53f7\u3092\u66f8\u304f\u4f5c\u696d\u304c\u5148** |\n\n**2\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u6e29\u5ea6\u3068\u6642\u9593\u306e\u57fa\u6e96\u304c\u66f8\u304b\u308c\u305f\u7bc0\u3092\u6e21\u3059\u3068\u3001AI\u306f\u5f53\u3066\u306f\u3081\u3092\u66f8\u304d\u305f\u304c\u308a\u307e\u3059\u3002**\u691c\u7d22\u306e\u524d\u306b\u632f\u308a\u5206\u3051\u308b\u7406\u7531\u304c\u3001\u3053\u3053\u3067\u5206\u304b\u308a\u307e\u3059\u3002**","minimal_setup_short":"\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u8cea\u554f\u30921\u4ef6\u305a\u3064\u5165\u308c\u308b \uff0f \u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3066\u5f15\u7528\u3059\u308b","semi_auto_setup":"\u4e0a\u8a18\uff0b\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u3092\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u3001\u5e97\u8217\u652f\u63f4\u90e8\u306e\u62c5\u5f53\u304c\u96fb\u8a71\u3092\u53d7\u3051\u306a\u304c\u3089\u691c\u7d22\u306e\u753b\u9762\u3067\u4f7f\u3046 \uff0f \u5dee\u3057\u66ff\u3048\u3092\u9664\u3044\u305f\u691c\u7d22\u3068\u5f15\u7528\u3002\u7b54\u3048\u308b\u306e\u306f\u62c5\u5f53","full_setup":"\u4e0a\u8a18\uff0b\u5e97\u9577\u304c\u30dd\u30fc\u30bf\u30eb\u3067\u76f4\u63a5\u805e\u304d\u3001\u98df\u54c1\u306e\u5b89\u5168\u3068\u5951\u7d04\u30fb\u8cbb\u7528\u3092\u632f\u308a\u5206\u3051\u3001\u904b\u55b6\u306e\u8cea\u554f\u306f\u5e97\u9577\u306b\u76f4\u63a5\u8fd4\u3059 \uff0f \u8cea\u554f\u306e\u53d7\u4ed8\u304b\u3089\u56de\u7b54\u3001\u62c5\u5f53\u3078\u306e\u5207\u308a\u5206\u3051\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u4ef6\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** \u5dee\u3057\u66ff\u308f\u3063\u305f\u7bc0\u3092\u6bce\u56de\u624b\u3067\u9664\u304f\u5fc5\u8981\u304c\u3042\u308a\u3001**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30018\u5206\u304c5\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u63a2\u3059\u6642\u9593\u306f\u6e1b\u308a\u307e\u3059\u304c\u3001\u96fb\u8a71\u3092\u53d7\u3051\u3066\u7b54\u3048\u3092\u4f1d\u3048\u308b\u6642\u9593\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30673\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001\u904b\u55b6\u306e\u624b\u9806\u306e\u8cea\u554f\u304c\u62c5\u5f53\u3092\u901a\u3089\u305a\u306b\u5e97\u9577\u306b\u8fd4\u308b\u3053\u3068\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u901a\u9054\u3067\u5dee\u3057\u66ff\u308f\u3063\u305f\u53e4\u3044\u624b\u9806\u3067\u7b54\u3048\u308b | \u901a\u9054\u306e `replaces` \u3067\u5dee\u3057\u66ff\u3048\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u5426\u5b9a\u306e\u7d5e\u308a\u8fbc\u307f\u3067\u5916\u3059 |\n| `replaces` \u306e\u66f8\u304d\u6f0f\u308c | \u672c\u6587\u306e\u300c\u6539\u3081\u308b\u300d\u3068 `replaces` \u306e\u7a7a\u3092\u7167\u5408\u3057\u3001\u767a\u51fa\u306e\u591c\u306b\u77e5\u3089\u305b\u308b |\n| \u7d42\u308f\u3063\u305f\u8ca9\u4fc3\u306e\u6761\u4ef6\u3067\u7b54\u3048\u308b | \u901a\u9054\u306b\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u304d\u3001\u65e5\u4ed8\u3067\u7d5e\u308b |\n| \u98df\u54c1\u306e\u5b89\u5168\u306e\u8cea\u554f\u306b\u5224\u65ad\u3092\u66f8\u304f | \u691c\u7d22\u306e\u524d\u306b\u632f\u308a\u5206\u3051\u3001\u56de\u7b54\u306e\u8a9e\u3082\u7167\u5408\u3059\u308b |\n| \u5225\u306e\u30d6\u30e9\u30f3\u30c9\u306e\u624b\u9806\u3067\u7b54\u3048\u308b | \u30d6\u30e9\u30f3\u30c9\u3067\u7d5e\u308a\u3001\u6307\u793a\u3067\u3082\u7981\u3058\u308b |\n| \u5e97\u306e\u6a5f\u5668\u3068\u9055\u3046\u578b\u306e\u624b\u9806\u3067\u7b54\u3048\u308b | \u6a5f\u5668\u306e\u7ae0\u3092\u578b\u3054\u3068\u306b\u5206\u3051\u3001\u5e97\u8217\u306e\u53f0\u5e33\u306e\u578b\u3067\u7d5e\u308b |\n| \u77ed\u3044\u8cea\u554f\u3067\u7bc0\u306b\u5f53\u305f\u3089\u306a\u3044 | \u8a00\u3044\u63db\u3048\u3092\u6709\u52b9\u306e\u307e\u307e\u306b\u3057\u3001\u7d9a\u3051\u3066\u306e\u8cea\u554f\u3067\u88dc\u3063\u3066\u3082\u3089\u3046 |\n| \u5f15\u7528\u306e\u4f4d\u7f6e\u304c\u305a\u308c\u308b | \u4f4d\u7f6e\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u6570\u3002\u6587\u5b57\u6570\u3067\u5207\u3089\u306a\u3044 |\n\n**\u4e0a\u306e4\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001\u5e97\u9577\u306b\u300c\u3044\u307e\u306f\u52b9\u3044\u3066\u3044\u306a\u3044\u624b\u9806\u300d\u304b\u300c\u7b54\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u5224\u65ad\u300d\u3092\u8fd4\u3057\u3066\u3057\u307e\u3046\u8aa4\u308a\u3067\u3059\u3002**\u5dee\u3057\u66ff\u3048\u3068\u632f\u308a\u5206\u3051\u3092\u3001AI\u306e\u5916\u306e\u898f\u5247\u3067\u5b88\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5e97\u8217\u904b\u55b6\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u672c\u90e8\u306e\u901a\u9054\uff08\u672c\u90e8\u306e\u30ce\u30a6\u30cf\u30a6\u3092\u542b\u3080\u5185\u90e8\u306e\u6587\u66f8\uff09\u3001\u52a0\u76df\u5e97\u306e\u8cea\u554f\u306e\u5185\u5bb9\u3001\u5e97\u8217\u306e\u60c5\u5831\u3067\u3059\u3002\u5ba2\u306e\u500b\u4eba\u306e\u60c5\u5831\u306f\u3001\u539f\u5247\u3068\u3057\u3066\u6271\u3044\u307e\u305b\u3093\u3002\n\n1. **\u5229\u7528\u8005\u3092\u5e97\u9577\u4ee5\u4e0a\u306e18\u6b73\u4ee5\u4e0a\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u9650\u308b** \u2026 Google Cloud \u306e Service Specific Terms \u306f\u300118\u6b73\u672a\u6e80\u304c\u5bfe\u8c61\u307e\u305f\u306f\u4f7f\u3044\u3046\u308b\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3084\u30a2\u30d7\u30ea\u306e\u4e00\u90e8\u3068\u3057\u3066\u751f\u6210AI\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3046\u3053\u3068\u3092\u7981\u3058\u3066\u3044\u307e\u3059\u3002**\u98f2\u98df\u5e97\u306e\u30a2\u30eb\u30d0\u30a4\u30c8\u306b\u306f\u9ad8\u6821\u751f\u3082\u3044\u308b\u306e\u3067\u3001\u5e97\u8217\u306e\u5171\u7528\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3084\u5168\u54e1\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u306f\u4f7f\u308f\u305b\u305a\u3001** \u5e97\u9577\u4ee5\u4e0a\u306e\u3001\u672c\u90e8\u304c\u5e74\u9f62\u3092\u78ba\u304b\u3081\u305f\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u9650\u308a\u307e\u3059\n2. **\u98df\u54c1\u306e\u5b89\u5168\u306e\u5224\u65ad\u3092\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u5f15\u7528\u3067\u6e08\u307e\u305b\u306a\u3044** \u2026 \u98df\u54c1\u885b\u751f\u6cd5\u306f\u3001\u55b6\u696d\u8005\u304c\u539a\u751f\u52b4\u50cd\u7701\u4ee4\u3067\u5b9a\u3081\u308b\u57fa\u6e96\u306b\u5f93\u3063\u3066\u516c\u8846\u885b\u751f\u4e0a\u5fc5\u8981\u306a\u63aa\u7f6e\u3092\u5b9a\u3081\u3001\u5b88\u308b\u3053\u3068\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002**\u672c\u90e8\u304c\u52a0\u76df\u5e97\u3068\u3068\u3082\u306b\u5b9a\u3081\u305f\u885b\u751f\u306e\u63aa\u7f6e\u306e\u5f53\u3066\u306f\u3081\u306f\u3001\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u304c\u72b6\u6cc1\u3092\u805e\u3044\u3066\u884c\u3044\u307e\u3059**\n3. **\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u52a0\u76df\u5e97\u306e\u5916\u306b\u51fa\u3055\u306a\u3044** \u2026 \u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u306f\u672c\u90e8\u306e\u30ce\u30a6\u30cf\u30a6\u3067\u3059\u3002**\u56de\u7b54\u306e\u753b\u9762\u306f\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u5e97\u9577\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059**\n4. **\u8cea\u554f\u306b\u5ba2\u306e\u60c5\u5831\u3092\u66f8\u304b\u305b\u306a\u3044** \u2026 \u4f53\u8abf\u4e0d\u826f\u306e\u5ba2\u306e\u9023\u7d61\u306a\u3069\u3067\u3001\u5ba2\u306e\u540d\u524d\u3084\u96fb\u8a71\u756a\u53f7\u304c\u66f8\u304b\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u691c\u7d22\u306e\u6587\u304b\u3089\u5916\u3057\u3001\u8a18\u9332\u306b\u3082\u6b8b\u3057\u307e\u305b\u3093**\n5. **\u30c7\u30fc\u30bf\u306e\u7f6e\u304d\u5834\u6240\u3092\u78ba\u304b\u3081\u308b** \u2026 \u516c\u5f0f\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u5834\u6240\u306f `global`\u30fb`us`\u30fb`eu` \u3067\u3001\u65e5\u672c\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u672c\u90e8\u306e\u6587\u66f8\u306e\u53d6\u6271\u3044\u306e\u898f\u7a0b\u3068\u5408\u308f\u305b\u3066\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u52a0\u76df\u5e97\u304c\u53e4\u3044\u624b\u9806\u3067\u4f5c\u308a\u7d9a\u3051\u308b\u3053\u3068\u3068\u3001\u98df\u54c1\u306e\u5b89\u5168\u306e\u5224\u65ad\u3092AI\u306e\u56de\u7b54\u3067\u6e08\u307e\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u524d\u8005\u306f\u5dee\u3057\u66ff\u3048\u306e\u6f0f\u308c\u304b\u3089\u3001\u5f8c\u8005\u306f\u632f\u308a\u5206\u3051\u306e\u6f0f\u308c\u304b\u3089\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001AI\u306e\u5916\u306e\u898f\u5247\u3068\u7167\u5408\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u8907\u6570\u306e\u30d6\u30e9\u30f3\u30c9\u3067\u767e\u5e97\u3092\u8d85\u3048\u308b\u52a0\u76df\u5e97\u3092\u6301\u3061\u3001\u5e97\u8217\u904b\u55b6\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u3001\u30e1\u30cb\u30e5\u30fc\u306e\u6539\u5b9a\u3084\u8ca9\u4fc3\u306e\u305f\u3073\u306b\u51fa\u3059\u901a\u9054\u3067\u904b\u55b6\u306e\u6c7a\u307e\u308a\u3092\u4f1d\u3048\u3066\u3044\u308b\u98f2\u98df\u306e\u30d5\u30e9\u30f3\u30c1\u30e3\u30a4\u30ba\u672c\u90e8\u3002\u52a0\u76df\u5e97\u304b\u3089\u306e\u300c\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u3069\u3053\u306b\u66f8\u3044\u3066\u3042\u308b\u304b\u300d\u300c\u3053\u306e\u901a\u9054\u3067\u3069\u3053\u304c\u5909\u308f\u3063\u305f\u304b\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u3001\u5e97\u8217\u652f\u63f4\u306e\u62c5\u5f53\u304c\u96fb\u8a71\u3068\u30e1\u30fc\u30eb\u3067\u7b54\u3048\u3066\u624b\u304c\u56de\u3089\u306a\u304f\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u76f4\u55b6\u5e97\u3060\u3051\u3067\u3001\u5e97\u9577\u304c\u672c\u90e8\u306e\u62c5\u5f53\u306b\u3059\u3050\u805e\u3051\u308b\u5834\u5408\u3002\u30de\u30cb\u30e5\u30a2\u30eb\u304c\u8584\u304f\u3001\u901a\u9054\u3082\u307b\u3068\u3093\u3069\u51fa\u306a\u3044\u5834\u5408\u3002\u98df\u6750\u3092\u4f7f\u3063\u3066\u3088\u3044\u304b\u3001\u63d0\u4f9b\u3057\u3066\u3088\u3044\u304b\u3068\u3044\u3063\u305f\u98df\u54c1\u306e\u5b89\u5168\u306e\u5224\u65ad\u3092AI\u306e\u56de\u7b54\u306b\u4efb\u305b\u305f\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306f\u305d\u306e\u7a2e\u306e\u8cea\u554f\u3092\u62c5\u5f53\u306b\u56de\u3057\u307e\u3059\uff09\u3002\u30a2\u30eb\u30d0\u30a4\u30c8\u3092\u542b\u3080\u5e97\u8217\u306e\u5168\u54e1\u304c\u76f4\u63a5\u4f7f\u3046\u5f62\u306b\u3057\u305f\u3044\u5834\u5408\uff08\u5e97\u9577\u4ee5\u4e0a\u306e18\u6b73\u4ee5\u4e0a\u306e\u5229\u7528\u8005\u306b\u9650\u308b\u524d\u63d0\u3067\u3059\uff09\u3002","first_step":"**1\u9031\u76ee\uff1a\u7bc0\u306e\u756a\u53f7\u3068\u5dee\u3057\u66ff\u3048\u306e\u4e00\u89a7\u3092\u4f5c\u308b**\n\n\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u7bc0\u306b\u756a\u53f7\u3092\u632f\u308a\u3001\u3044\u307e\u52b9\u3044\u3066\u3044\u308b\u901a\u9054\u304c\u3069\u306e\u7bc0\u3092\u5dee\u3057\u66ff\u3048\u305f\u304b\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002**\u671f\u9593\u306e\u9650\u3089\u308c\u305f\u901a\u9054\u306b\u306f\u7d42\u308f\u308a\u306e\u65e5\u3092\u66f8\u304d\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a30\u4ef6\u306e\u8cea\u554f\u3067\u8a66\u3059**\n\n\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u3001\u5dee\u3057\u66ff\u308f\u3063\u305f\u7bc0\u3092\u9664\u3044\u305f\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u3092\u8cbc\u308a\u3001\u904e\u53bb\u306e\u8cea\u554f30\u4ef6\u3092\u5165\u308c\u307e\u3059\u3002**\u98df\u54c1\u306e\u5b89\u5168\u306e\u8cea\u554f\u306b\u5224\u65ad\u3092\u66f8\u3044\u3066\u3044\u306a\u3044\u304b\u3001\u65b0\u3057\u3044\u624b\u9806\u3092\u5f15\u3044\u3066\u3044\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3092\u6c7a\u3081\u308b**\n\n\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u3068\u30b9\u30fc\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u3068\u3001\u691c\u7d22\u306e\u524d\u306b\u56de\u3059\u8cea\u554f\u306e\u7a2e\u985e\u3068\u8a9e\u3092\u6c7a\u3081\u307e\u3059\u3002**\u8ff7\u3046\u3082\u306e\u306f\u56de\u3059\u5074\u306b\u5165\u308c\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u62c5\u5f53\u304c\u4f7f\u3046**\n\n\u30de\u30cb\u30e5\u30a2\u30eb\u3068\u901a\u9054\u3092\u53d6\u308a\u8fbc\u307f\u3001\u5e97\u8217\u652f\u63f4\u90e8\u306e\u62c5\u5f53\u304c\u96fb\u8a71\u3092\u53d7\u3051\u306a\u304c\u3089\u691c\u7d22\u306e\u753b\u9762\u3067\u4f7f\u3046\u904b\u7528\u3092\u59cb\u3081\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u30dd\u30fc\u30bf\u30eb\u306e\u8cea\u554f\u306e\u753b\u9762\u3092\u4f5c\u308a\u300110\u5e97\u3067\u5e97\u9577\u304c\u76f4\u63a5\u805e\u304f\u904b\u7528\u3092\u59cb\u3081\u307e\u3059\u3002\u6700\u521d\u306e1\u304b\u6708\u306f\u3001\u3059\u3079\u3066\u306e\u56de\u7b54\u3092\u62c5\u5f53\u304c\u8aad\u3093\u3067\u304b\u3089\u8fd4\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u629c\u304d\u53d6\u308a\u306b\u79fb\u308a\u3001\u5168\u5e97\u306b\u5e83\u3052\u307e\u3059\u3002**\u901a\u9054\u3092\u51fa\u3059\u305f\u3073\u306b\u5dee\u3057\u66ff\u3048\u308b\u7bc0\u306e\u756a\u53f7\u304c\u66f8\u304b\u308c\u3001\u3069\u306e\u5e97\u306e\u5e97\u9577\u306b\u3082\u540c\u3058\u65e5\u304b\u3089\u65b0\u3057\u3044\u624b\u9806\u304c\u8fd4\u308b\u306e\u304c\u5f53\u305f\u308a\u524d\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0037","UC-0514","UC-0519","UC-0019"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"},{"id":5349,"slug":"kokoku-link-zokusei","title":"\u5e83\u544a\u306e\u30ea\u30f3\u30af\u306b\u4ed8\u3051\u308b\u6307\u5b9a\u3068\u306f\uff1f\uff5c\u691c\u7d22\u306e\u8a55\u4fa1\u3092\u5b88\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u30921\u56de\u3054\u3068\u306b\u547c\u3073\u3001`session` \u3067\u7d9a\u3051\u3066\u306e\u8cea\u554f\u3092\u524d\u306e\u3084\u308a\u53d6\u308a\u3068\u5408\u308f\u305b\u3066\u89e3\u91c8\u3059\u308b\u3053\u3068\u3002`queryRephraserSpec`\uff08\u65e2\u5b9a\u3067\u6709\u52b9\u3001\u6bb5\u6570\u306f\u65e2\u5b9a1\u30fb\u6700\u59275\uff09\u3001`queryClassificationSpec`\uff08`ADVERSARIAL_QUERY`\uff0f`NON_ANSWER_SEEKING_QUERY`\u3001\u65e2\u5b9a\u3067\u7121\u52b9\uff09\u3001`ignoreNonAnswerSeekingQuery`\u3001`ignoreLowRelevantContent`\u3001`includeCitations`\uff08\u65e2\u5b9a\u306f false\uff09\u3001`promptSpec.preamble`\u3001`groundingSpec` \u306e `includeGroundingSupports`\u3002`references` \u306b\u30c1\u30e3\u30f3\u30af\u306e\u672c\u6587\u3068 `structData` \u304c\u4ed8\u304f\u3053\u3068\u3002\u5f15\u7528\u306e `startIndex`\uff0f`endIndex` \u304c UTF-8 \u306e\u30d0\u30a4\u30c8\u5358\u4f4d\u3067\u3042\u308b\u3053\u3068 | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-15 |\n| \u7d5e\u308a\u8fbc\u307f\u306e `ANY()` \u304c\u5217\u6319\u3057\u305f\u5024\u3068\u306e\u5b8c\u5168\u4e00\u81f4\u3092\u898b\u308b\u3053\u3068\u3001`-` \u307e\u305f\u306f `NOT` \u3067\u5426\u5b9a\u3067\u304d\u308b\u3053\u3068\u3001`AND`\uff0f`OR` \u3068\u62ec\u5f27\u3067\u306e\u7d44\u307f\u5408\u308f\u305b\u3001\u65e5\u6642\u306e\u9805\u76ee\u3092 ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u3079\u3089\u308c\u308b\u3053\u3068\u3001\u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068 | [Google Cloud: Filter custom search for structured or unstructured data](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-15 |\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\u30c1\u30e3\u30f3\u30af\u306e\u5927\u304d\u3055\u304c100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3001`includeAncestorHeadings`\uff08\u65e2\u5b9a\u306f false\uff09\u3067\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3089\u308c\u308b\u3053\u3068\u3002\u30c1\u30e3\u30f3\u30af\u306e\u8a2d\u5b9a\u304c\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u5909\u3048\u3089\u308c\u306a\u3044\u3053\u3068 | [Google Cloud: Parse and chunk documents](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-15 |\n| \u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u5bfe\u5fdc\u5f62\u5f0f\u3068\u30011\u30d5\u30a1\u30a4\u30eb200MB\u306e\u4e0a\u9650\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u3092 JSON Lines \u3067 `id`\u30fb`structData`\u30fb`content`\uff08`mimeType`\u30fb`uri`\uff09\u3068\u3057\u3066\u66f8\u304f\u3053\u3068 | [Google Cloud: Prepare data for ingesting](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/prepare-data) | 2026-10-15 |\n| \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u5834\u6240\u304c `global`\u30fb`us`\u30fb`eu` \u3067\u3001\u65e5\u672c\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u304c\u7121\u3044\u3053\u3068 | [Google Cloud: Locations](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/locations) | 2026-10-15 |\n| Generative AI Services \u306e Age Restrictions \u3067\u300118\u6b73\u672a\u6e80\u304c\u5bfe\u8c61\u307e\u305f\u306f\u4f7f\u3044\u3046\u308b\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u30fb\u30a2\u30d7\u30ea\u30fb\u30aa\u30f3\u30e9\u30a4\u30f3\u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u90e8\u3068\u3057\u3066\u751f\u6210AI\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3046\u3053\u3068\u304c\u7981\u3058\u3089\u308c\u3066\u3044\u308b\u3053\u3068 | [Google Cloud: Service Specific Terms](https:\/\/cloud.google.com\/terms\/service-terms) | 2026-10-15 |\n| \u98df\u54c1\u885b\u751f\u6cd5\u7b2c51\u6761\uff08\u539a\u751f\u52b4\u50cd\u5927\u81e3\u304c\u65bd\u8a2d\u306e\u885b\u751f\u7684\u306a\u7ba1\u7406\u305d\u306e\u4ed6\u516c\u8846\u885b\u751f\u4e0a\u5fc5\u8981\u306a\u63aa\u7f6e\u306e\u57fa\u6e96\u3092\u5b9a\u3081\u3001\u55b6\u696d\u8005\u304c\u305d\u306e\u57fa\u6e96\u306b\u5f93\u3063\u3066\u63aa\u7f6e\u3092\u5b9a\u3081\u3001\u9075\u5b88\u3059\u308b\u3053\u3068\uff09 | [e-Gov \u6cd5\u4ee4API: \u98df\u54c1\u885b\u751f\u6cd5](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/322AC0000000233) | 2026-10-15 |\n\n**\u98df\u6750\u306e\u6271\u3044\u3001\u885b\u751f\u306e\u63aa\u7f6e\u306e\u5f53\u3066\u306f\u3081\u3001\u52a0\u76df\u5e97\u3068\u306e\u5951\u7d04\u306b\u95a2\u3059\u308b\u5224\u65ad\u306f\u3001\u5404\u672c\u90e8\u306e\u54c1\u8cea\u7ba1\u7406\u306e\u62c5\u5f53\u3068\u898f\u7a0b\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Google Cloud \u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068 e-Gov \u306e\u6cd5\u4ee4\u30c7\u30fc\u30bf\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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