{"id":15316,"date":"2026-10-14T11:38:13","date_gmt":"2026-10-14T02:38:13","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/media-submission-spec-qa\/"},"modified":"2026-10-14T11:38:13","modified_gmt":"2026-10-14T02:38:13","slug":"media-submission-spec-qa","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/media-submission-spec-qa\/","title":{"rendered":"\u5e83\u544a\u306e\u5236\u4f5c\u62c5\u5f53\u304b\u3089\u51fa\u308b\u5a92\u4f53\u3054\u3068\u306e\u5165\u7a3f\u898f\u5b9a\u306e\u8cea\u554f\u306b\u3001\u63b2\u8f09\u65e5\u306b\u52b9\u304f\u7248\u306e\u8a72\u5f53\u7b87\u6240\u3092\u5f15\u7528\u3057\u3066\u7b54\u3048\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5236\u4f5c\u62c5\u5f53\u3084\u30c7\u30b6\u30a4\u30ca\u30fc\u304b\u3089\u51fa\u308b\u300c\u3053\u306e\u67a0\u306f\u4f55\u30d4\u30af\u30bb\u30eb\u304b\u300d\u300c\u30bf\u30a4\u30c8\u30eb\u306f\u4f55\u6587\u5b57\u307e\u3067\u304b\u300d\u300c\u5165\u7a3f\u306e\u7de0\u5207\u306f\u3044\u3064\u304b\u300d\u306e\u8cea\u554f\u306b\u3001\u5a92\u4f53\u306e\u5165\u7a3f\u898f\u5b9a\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u63b2\u8f09\u65e5\u306b\u52b9\u304f\u7248\u3092\u793a\u3057\u3066\u5f15\u7528\u4ed8\u304d\u3067\u7b54\u3048\u307e\u3059\u3002\u898f\u5b9a\u3067\u6c7a\u307e\u3089\u306a\u3044\u3082\u306e\u306f\u5a92\u4f53\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-1442","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-14","tech_verified_date":"2026-10-14","trigger":"**\u8d77\u70b9\u306f\u3001\u5236\u4f5c\u62c5\u5f53\u304c\u8cea\u554f\u30d5\u30a9\u30fc\u30e0\u3092\u9001\u4fe1\u3057\u305f\u3053\u3068\u3067\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u3067\u53d7\u3051\u3066\u3044\u305f\u8cea\u554f\u3092\u30d5\u30a9\u30fc\u30e0\u306b\u5bc4\u305b\u307e\u3059\u3002**\u5a92\u4f53\u3001\u67a0\u3001\u63b2\u8f09\u958b\u59cb\u65e5\u304c\u6b20\u3051\u305f\u8cea\u554f\u306f\u3001\u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u7248\u3067\u7b54\u3048\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002** \u30d5\u30a9\u30fc\u30e0\u3067\u5fc5\u9808\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u5f8c\u6bb5\u3067\u805e\u304d\u8fd4\u3059\u4ef6\u6570\u304c\u6e1b\u308a\u307e\u3059\u3002\n\n| \u30d5\u30a9\u30fc\u30e0\u306e\u9805\u76ee | \u66f8\u304d\u65b9 | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| \u5a92\u4f53 | \u4e00\u89a7\u304b\u3089\u9078\u3076 | \u7d5e\u308a\u8fbc\u307f |\n| \u67a0 | \u5a92\u4f53\u3054\u3068\u306e\u4e00\u89a7\u304b\u3089\u9078\u3076\uff08\u51685\u6bb5\u3001\u4e2d\u540a\u308a\u3001\u753b\u50cf\u306a\u3069\uff09 | \u7d5e\u308a\u8fbc\u307f |\n| \u63b2\u8f09\u958b\u59cb\u65e5 | \u65e5\u4ed8 | \u7248\u306e\u7d5e\u308a\u8fbc\u307f |\n| \u8cea\u554f\u306e\u7a2e\u985e | \u30b5\u30a4\u30ba\u30fb\u89e3\u50cf\u5ea6\uff0f\u6587\u5b57\u6570\u30fb\u8868\u8a18\uff0f\u5f62\u5f0f\u30fb\u5bb9\u91cf\uff0f\u7de0\u5207\u30fb\u65e5\u7a0b\uff0f\u5be9\u67fb\u30fb\u8868\u73fe\uff0f\u305d\u306e\u4ed6 | \u632f\u308a\u5206\u3051\u306e\u898f\u5247 |\n| \u8cea\u554f\u306e\u6587 | \u81ea\u7531\u8a18\u8ff0 | \u691c\u7d22\u306e\u8cea\u554f\u6587 |\n| \u539f\u7a3f\u306e\u6587 | \u4efb\u610f\u3002\u30bf\u30a4\u30c8\u30eb\u3084\u8aac\u660e\u6587\u306e\u6848 | \u6587\u5b57\u6570\u306e\u8a08\u6570 |\n\n**\u3082\u3046\u4e00\u3064\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u5165\u7a3f\u898f\u5b9a\u306e\u6539\u5b9a\u3067\u3059\u3002** \u5a92\u4f53\u304b\u3089\u304a\u77e5\u3089\u305b\u306e\u30e1\u30fc\u30eb\u304c\u5c4a\u3044\u305f\u3089\u3001\u5a92\u4f53\u62c5\u5f53\u304c\u65b0\u3057\u3044\u7248\u3092\u7f6e\u304d\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u66f8\u304d\u307e\u3059\u3002**Web\u30da\u30fc\u30b8\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u898f\u5b9a\u306f\u3001\u6bce\u67081\u56de\u3001\u30da\u30fc\u30b8\u306e\u66f4\u65b0\u65e5\u3092\u898b\u3066\u3001\u5909\u308f\u3063\u3066\u3044\u308c\u3070\u5199\u3057\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u66f4\u65b0\u65e5\u3060\u3051\u304c\u5909\u308f\u3063\u3066\u5c65\u6b74\u304c\u7121\u3044\u30da\u30fc\u30b8\u306f\u3001\u81ea\u793e\u3067\u5199\u3057\u3092\u6b8b\u3055\u306a\u3044\u9650\u308a\u3001\u524d\u306e\u7248\u304c\u624b\u5143\u304b\u3089\u6d88\u3048\u307e\u3059\u3002\u53d6\u308a\u8fbc\u307f\u306f\u6bce\u6669\u307e\u3068\u3081\u3066\u884c\u3044\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f\u306e\u5185\u5bb9 | \u30d5\u30a9\u30fc\u30e0\u306e6\u9805\u76ee\u3068\u3001\u8cea\u554f\u3057\u305f\u62c5\u5f53\u8005\u30fb\u6848\u4ef6\u756a\u53f7 | \u8cea\u554f\u30d5\u30a9\u30fc\u30e0 |\n| \u5165\u7a3f\u898f\u5b9a | \u5a92\u4f53\u30fb\u67a0\u3054\u3068\u306e\u30b5\u30a4\u30ba\u3001\u89e3\u50cf\u5ea6\u3001\u8272\u3001\u5f62\u5f0f\u3001\u5bb9\u91cf\u3001\u6587\u5b57\u6570\u3001\u8868\u8a18\u306e\u6c7a\u307e\u308a\u3001\u7de0\u5207\u3001\u5be9\u67fb\u306e\u624b\u9806 | \u5a92\u4f53\u304b\u3089\u53d7\u3051\u53d6\u3063\u305fPDF\u3001Web\u30da\u30fc\u30b8\u306e\u4fdd\u5b58 |\n| \u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b | \u6539\u5b9a\u306e\u5185\u5bb9\u3068\u3001\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5 | \u5a92\u4f53\u304b\u3089\u306e\u30e1\u30fc\u30eb |\n| \u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332 | \u8cea\u554f\u306e\u8981\u65e8\u3001\u5a92\u4f53\u793e\u306e\u7b54\u3048\u3001\u78ba\u304b\u3081\u305f\u65e5\u3001\u78ba\u304b\u3081\u305f\u76f8\u624b\u306e\u90e8\u7f72 | \u5a92\u4f53\u62c5\u5f53\u306e\u30e1\u30e2\u304b\u3089\u4f5c\u308b |\n| \u6587\u5b57\u6570\u306e\u6570\u3048\u65b9\u306e\u8868 | \u5a92\u4f53\u3054\u3068\u306b\u3001\u534a\u89d2\u3068\u5168\u89d2\u306e\u6570\u3048\u65b9\u3001\u6539\u884c\u30fb\u8a18\u53f7\u306e\u6271\u3044 | \u5165\u7a3f\u898f\u5b9a\u304b\u3089\u8d77\u3053\u3057\u305f\u3082\u306e |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3059\u3079\u3066\u306e\u6587\u66f8\u306b\u4ed8\u3051\u308b\u300c\u5a92\u4f53\u300d\u300c\u67a0\u300d\u300c\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u300d\u3067\u3059\u3002** \u67a0\u3092\u4ed8\u3051\u305a\u306b\u53d6\u308a\u8fbc\u3080\u3068\u3001\u540c\u3058\u5a92\u4f53\u306e\u5225\u306e\u67a0\u306e\u30b5\u30a4\u30ba\u3067\u7b54\u3048\u307e\u3059\u3002**\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u4ed8\u3051\u305a\u306b\u53d6\u308a\u8fbc\u3080\u3068\u3001\u65b0\u65e7\u306e\u7248\u304c\u540c\u3058\u91cd\u3055\u3067\u4e26\u3073\u3001\u3069\u3061\u3089\u304c\u5f15\u304b\u308c\u308b\u304b\u306f\u691c\u7d22\u306e\u7d50\u679c\u3057\u3060\u3044\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u306f\u3001\u898f\u5b9a\u306e\u672c\u6587\u3068\u306f\u5225\u306e\u6587\u66f8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u304a\u77e5\u3089\u305b\u306f\u898f\u5b9a\u306e\u4e00\u90e8\u3060\u3051\u3092\u66f8\u304d\u63db\u3048\u308b\u3082\u306e\u3067\u3001**\u672c\u6587\u306e\u65b0\u3057\u3044\u7248\u304c\u5c4a\u304f\u307e\u3067\u306f\u3001\u304a\u77e5\u3089\u305b\u306e\u307b\u3046\u304c\u52b9\u529b\u306e\u3042\u308b\u8a18\u8ff0\u3067\u3059\u3002**\n\n**\u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u306f\u30011\u4ef61\u6587\u66f8\u306b\u3057\u307e\u3059\u3002** \u8cea\u554f\u306e\u8981\u65e8\u3001\u5a92\u4f53\u793e\u306e\u7b54\u3048\u3001\u78ba\u304b\u3081\u305f\u65e5\u3001\u5a92\u4f53\u3068\u67a0\u3092\u898b\u51fa\u3057\u3067\u5206\u3051\u307e\u3059\u3002**\u78ba\u304b\u3081\u305f\u76f8\u624b\u3068\u65e5\u4ed8\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u53e4\u3044\u30e1\u30e2\u306f\u53d6\u308a\u8fbc\u307f\u307e\u305b\u3093\u3002**","data_source":"\u5165\u7a3f\u898f\u5b9a\u30fb\u304a\u77e5\u3089\u305b\u30fb\u78ba\u8a8d\u8a18\u9332\u306f\u30011\u4ef6\u3054\u3068\u306b\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 TXT\u30fbJSON\u30fbMarkdown\u30fbPDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \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\":\"spec-lineads-20260630\",\"structData\":{\"doc_kind\":\"spec\",\n \"media_id\":\"M-LINEADS\",\"media_type\":\"digital\",\n \"placement\":[\"image\",\"video\",\"carousel\"],\n \"effective_from\":\"2026-06-30T00:00:00Z\",\n \"effective_to\":\"9999-12-31T00:00:00Z\",\n \"source_url\":\"https:\/\/www.lycbiz.com\/jp\/manual\/line-ads\/policy_009\",\n \"captured_at\":\"2026-07-01\"},\n \"content\":{\"mimeType\":\"text\/html\",\"uri\":\"gs:\/\/media-specs\/spec-lineads-20260630.html\"}}\n```\n\n| \u9805\u76ee | \u4e2d\u8eab | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `doc_kind` | \u898f\u5b9a\uff0f\u304a\u77e5\u3089\u305b\uff0f\u78ba\u8a8d\u8a18\u9332 | \u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3001\u8868\u793a |\n| `media_id` | \u5a92\u4f53\u306e\u756a\u53f7 | \u7d5e\u308a\u8fbc\u307f |\n| `placement` | \u305d\u306e\u6587\u66f8\u304c\u5bfe\u8c61\u306b\u3059\u308b\u67a0\uff08\u8907\u6570\uff09 | \u7d5e\u308a\u8fbc\u307f |\n| `effective_from`\uff0f`effective_to` | \u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3068\u3001\u6b21\u306e\u7248\u306e\u524d\u65e5 | \u63b2\u8f09\u958b\u59cb\u65e5\u3067\u7248\u3092\u9078\u3076 |\n| `source_url`\uff0f`captured_at` | \u5143\u306e\u30da\u30fc\u30b8\u3068\u3001\u5199\u3057\u3092\u53d6\u3063\u305f\u65e5 | \u56de\u7b54\u306b\u7248\u306e\u51fa\u3069\u3053\u308d\u3092\u793a\u3059 |\n\n**\u8cea\u554f\u306e\u305f\u3073\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u69cb\u6587\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `ANY()` \u306b\u4e26\u3079\u305f\u5024\u306e\u3069\u308c\u304b\u3068\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u304b\u3092\u898b\u3089\u308c\u3001\u65e5\u6642\u306e\u9805\u76ee\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002\n\n```\nmedia_id: ANY(\"M-LINEADS\") AND placement: ANY(\"image\")\nAND effective_from <= \"2026-11-20T00:00:00Z\"\nAND effective_to >= \"2026-11-20T00:00:00Z\"\n```\n\n**\u65e5\u4ed8\u306f\u300c\u8cea\u554f\u3057\u305f\u65e5\u300d\u3067\u306f\u306a\u304f\u300c\u63b2\u8f09\u958b\u59cb\u65e5\u300d\u3067\u5165\u308c\u307e\u3059\u3002** 1\u6708\u63b2\u8f09\u304b\u3089\u898f\u5b9a\u304c\u5909\u308f\u308b\u5a92\u4f53\u306b\u300111\u6708\u306b1\u6708\u63b2\u8f09\u5206\u306e\u8cea\u554f\u304c\u6765\u305f\u3089\u3001\u307e\u3060\u52b9\u3044\u3066\u3044\u306a\u3044\u65b0\u3057\u3044\u7248\u3067\u7b54\u3048\u307e\u3059\u3002**\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u307e\u305b\u3093\u3002**","preprocessing":"1. **\u898f\u5b9a\u3092\u67a0\u3054\u3068\u306b\u5370\u3092\u4ed8\u3051\u308b** \u2026 1\u3064\u306ePDF\u304c\u8907\u6570\u306e\u67a0\u3092\u5b9a\u3081\u3066\u3044\u308b\u5834\u5408\u3001`placement` \u306b\u5168\u90e8\u306e\u67a0\u3092\u4e26\u3079\u307e\u3059\n2. **\u7248\u3068\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u4ed8\u3051\u308b** \u2026 \u304a\u77e5\u3089\u305b\u306e\u30e1\u30fc\u30eb\u3068\u898f\u5b9a\u306e\u8868\u7d19\u304b\u3089\u3001\u7248\u3054\u3068\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u66f8\u304d\u3001\u524d\u306e\u7248\u306b `effective_to` \u3092\u66f8\u304d\u307e\u3059\n3. **Web\u30da\u30fc\u30b8\u306e\u898f\u5b9a\u306f\u5199\u3057\u3092\u53d6\u308b** \u2026 \u30da\u30fc\u30b8\u306e\u66f4\u65b0\u65e5\u304c\u5909\u308f\u3063\u305f\u3089\u3001\u305d\u306e\u65e5\u306e\u30da\u30fc\u30b8\u3092HTML\u3067\u4fdd\u5b58\u3057\u3001`captured_at` \u3092\u4ed8\u3051\u307e\u3059\n4. **\u78ba\u8a8d\u8a18\u9332\u3092\u6574\u3048\u308b** \u2026 \u5a92\u4f53\u62c5\u5f53\u306e\u30e1\u30e2\u304b\u3089\u3001\u8cea\u554f\u3068\u5a92\u4f53\u793e\u306e\u7b54\u3048\u3092\u62fe\u3044\u3001\u78ba\u304b\u3081\u305f\u65e5\u3068\u76f8\u624b\u306e\u90e8\u7f72\u3092\u4ed8\u3051\u30661\u4ef6\u305a\u3064\u6587\u66f8\u306b\u3057\u307e\u3059\u3002\u5e83\u544a\u4e3b\u306e\u540d\u524d\u306f\u5916\u3057\u307e\u3059\n5. **\u6587\u5b57\u6570\u306e\u6570\u3048\u65b9\u306e\u8868\u3092\u4f5c\u308b** \u2026 \u5a92\u4f53\u3054\u3068\u306b\u3001\u534a\u89d2\u3068\u5168\u89d2\u3092\u540c\u3058\u306b\u6570\u3048\u308b\u304b\u3001\u6539\u884c\u3084\u8a18\u53f7\u3092\u3069\u3046\u6570\u3048\u308b\u304b\u3092\u3001\u898f\u5b9a\u306e\u539f\u6587\u304b\u3089\u8d77\u3053\u3057\u307e\u3059\n6. **\u8cea\u554f\u306e\u6587\u304b\u3089\u5e83\u544a\u4e3b\u306e\u540d\u524d\u3092\u5916\u3059** \u2026 \u63b2\u8f09\u524d\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u540d\u524d\u3084\u5546\u54c1\u540d\u304c\u5165\u3063\u3066\u3044\u305f\u3089\u3001\u691c\u7d22\u306e\u8cea\u554f\u6587\u304b\u3089\u5916\u3057\u307e\u3059\n\n**2\u756a\u76ee\u306e\u4f5c\u696d\u304c\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u65b0\u3057\u3044\u7248\u3092\u7f6e\u304f\u3068\u304d\u306b\u524d\u306e\u7248\u306e `effective_to` \u3092\u66f8\u304d\u5fd8\u308c\u308b\u3068\u3001**\u65b0\u65e7\u306e\u4e21\u65b9\u304c\u540c\u3058\u63b2\u8f09\u65e5\u3067\u5f15\u304b\u308c\u307e\u3059\u3002** \u7f6e\u304f\u3068\u304d\u306e\u624b\u9806\u306b\u300c\u524d\u306e\u7248\u3092\u9589\u3058\u308b\u300d\u3092\u5165\u308c\u3066\u304a\u304d\u307e\u3059\u3002\n\n**5\u756a\u76ee\u306e\u8868\u306f\u3001AI\u306b\u6587\u5b57\u6570\u3092\u6570\u3048\u3055\u305b\u306a\u3044\u305f\u3081\u306b\u4f5c\u308a\u307e\u3059\u3002** \u300c\u534a\u89d2\u5168\u89d2\u554f\u308f\u305a\u300d\u304b\u3069\u3046\u304b\u3067\u540c\u3058\u539f\u7a3f\u306e\u6570\u3048\u65b9\u304c\u5909\u308f\u308b\u306e\u3067\u3001**\u6570\u3048\u65b9\u306f\u5024\u3068\u3057\u3066\u6301\u3061\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6570\u3048\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u305d\u306e\u5a92\u4f53\u30fb\u305d\u306e\u67a0\u306e\u5165\u7a3f\u898f\u5b9a\u3068\u78ba\u8a8d\u8a18\u9332\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u7248\u306e\u60c5\u5831\u3092\u4ed8\u3051\u3066\u5f15\u7528\u3057\u3001\u56de\u7b54\u6848\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3059 | \u8cea\u554f\u306e\u7a2e\u985e\u306b\u95a2\u4fc2\u3059\u308b\u8a18\u8ff0\uff08\u30b5\u30a4\u30ba\u306e\u8868\u3001\u6587\u5b57\u6570\u3001\u5f62\u5f0f\u30fb\u5bb9\u91cf\u3001\u7de0\u5207\u3001\u5be9\u67fb\u306e\u624b\u9806\uff09 |\n| \u539f\u6587\u3092\u5f15\u7528\u3059\u308b | \u6570\u5024\u3068\u5358\u4f4d\u3092\u3001\u898f\u5b9a\u306b\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 |\n| \u7248\u3092\u793a\u3059 | \u5f15\u3044\u305f\u6587\u66f8\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3068\u3001\u5199\u3057\u3092\u53d6\u3063\u305f\u65e5 |\n| \u8db3\u308a\u306a\u3044\u6761\u4ef6\u3092\u6319\u3052\u308b | \u898f\u5b9a\u3092\u5f53\u3066\u306f\u3081\u308b\u305f\u3081\u306b\u3001\u5236\u4f5c\u62c5\u5f53\u304c\u6c7a\u3081\u308b\u3079\u304d\u3053\u3068\uff08\u30ab\u30e9\u30fc\u304b\u30e2\u30ce\u30af\u30ed\u304b\u3001\u9759\u6b62\u753b\u304b\u52d5\u753b\u304b\uff09 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5be9\u67fb\u3092\u901a\u308b\u304b\u306e\u5224\u65ad | \u5a92\u4f53\u793e\u304c\u6c7a\u3081\u308b\u3002\u898f\u5b9a\u306e\u8a72\u5f53\u7b87\u6240\u3092\u793a\u3059\u307e\u3067\u306b\u3068\u3069\u3081\u308b |\n| \u6570\u5024\u306e\u63db\u7b97\u3084\u8a00\u3044\u63db\u3048 | \u300cpixel\u300d\u3092\u300c\u30d4\u30af\u30bb\u30eb\u7a0b\u5ea6\u300d\u3001\u300c\u534a\u89d2\u5168\u89d2\u554f\u308f\u305a\u300d\u3092\u300c\u5168\u89d2\u300d\u306b\u3057\u306a\u3044 |\n| \u6587\u5b57\u6570\u3092\u6570\u3048\u308b\u3053\u3068 | \u5a92\u4f53\u3054\u3068\u306e\u6570\u3048\u65b9\u306e\u8868\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6570\u3048\u308b |\n| \u5225\u306e\u5a92\u4f53\u30fb\u5225\u306e\u67a0\u306e\u898f\u5b9a\u3067\u88dc\u3046 | \u5a92\u4f53\u3068\u67a0\u3067\u6570\u5024\u304c\u9055\u3046 |\n| \u4e00\u822c\u7684\u306a\u5e83\u544a\u306e\u6163\u884c\u3067\u88dc\u3046 | \u300c\u4e00\u822c\u306b\u30d0\u30ca\u30fc\u306f\u300d\u3068\u66f8\u304f\u3068\u3001\u6839\u62e0\u306e\u7121\u3044\u56de\u7b54\u306b\u306a\u308b |\n\n**4\u3064\u76ee\u306e\u300c\u8db3\u308a\u306a\u3044\u6761\u4ef6\u3092\u6319\u3052\u308b\u300d\u304c\u3001\u5236\u4f5c\u306e\u73fe\u5834\u306b\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u65b0\u805e\u306e\u51685\u6bb5\u306e\u5165\u7a3f\u5f62\u5f0f\u306f\u3001\u30ab\u30e9\u30fc\u3068\u30e2\u30ce\u30af\u30ed\u3067\u5225\u306e\u8868\u3067\u3059\u3002**\u4f55\u3092\u6c7a\u3081\u308c\u3070\u7b54\u3048\u304c1\u3064\u306b\u306a\u308b\u304b\u304c\u5206\u304b\u308c\u3070\u3001\u540c\u3058\u8cea\u554f\u30922\u5ea6\u56de\u3055\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u898f\u5b9a\u3068\u78ba\u8a8d\u8a18\u9332\u306b\u51fa\u5178\u3092\u4ed8\u3051\u308b\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u8a18\u8ff0\u3067\u7b54\u3048\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u8cea\u554f\u3067\u306a\u3044\u66f8\u304d\u8fbc\u307f\u306b\u7b54\u3048\u306a\u3044 |\n| `filter` | \u5a92\u4f53\u3001\u67a0\u3001\u63b2\u8f09\u958b\u59cb\u65e5 | \u305d\u306e\u5a92\u4f53\u30fb\u305d\u306e\u67a0\u306e\u52b9\u529b\u306e\u3042\u308b\u7248\u3060\u3051\u3092\u5f15\u304f |\n| `includeGroundingSupports` | \u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b |\n| `answerLanguageCode` | `ja` | \u65e5\u672c\u8a9e\u3067\u7b54\u3048\u3055\u305b\u308b |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5e83\u544a\u4f1a\u793e\u306e\u5a92\u4f53\u62c5\u5f53\u3068\u3057\u3066\u3001\u5236\u4f5c\u62c5\u5f53\u3084\u30c7\u30b6\u30a4\u30ca\u30fc\u304b\u3089\u306e\n\u5165\u7a3f\u898f\u5b9a\u306e\u8cea\u554f\u306b\u3001\u5a92\u4f53\u306e\u5165\u7a3f\u898f\u5b9a\u3068\u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u3092\u6839\u62e0\u306b\n\u56de\u7b54\u6848\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\u8aad\u3080\u306e\u306f\u5236\u4f5c\u306e\u73fe\u5834\u306e\u62c5\u5f53\u8005\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u5a92\u4f53\u3001\u67a0\u3001\u63b2\u8f09\u958b\u59cb\u65e5\u3001\u8cea\u554f\u306e\u7a2e\u985e\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u305d\u306e\u5a92\u4f53\u30fb\u305d\u306e\u67a0\u306e\u3001\u63b2\u8f09\u958b\u59cb\u65e5\u306b\u52b9\u529b\u306e\u3042\u308b\n\u5165\u7a3f\u898f\u5b9a\u30fb\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u3068\u3001\u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u3060\u3051\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u8a18\u8ff0\u3092\u3001\u6587\u66f8\u306e\u540d\u524d\u3068\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3066\u3001\n   \u672c\u6587\u306e\u307e\u307e\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6570\u5024\u3068\u5358\u4f4d\u306f\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n2. \u5f15\u7528\u3057\u305f\u6587\u66f8\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u3068\u898f\u5b9a\u306e\u672c\u6587\u3067\u8a18\u8ff0\u304c\u9055\u3046\u3068\u304d\u306f\u3001\u4e21\u65b9\u3092\u5f15\u7528\u3057\u3001\n   \u304a\u77e5\u3089\u305b\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n4. \u898f\u5b9a\u3092\u5f53\u3066\u306f\u3081\u308b\u305f\u3081\u306b\u3001\u5236\u4f5c\u62c5\u5f53\u304c\u6c7a\u3081\u308b\u3079\u304d\u3053\u3068\n   \uff08\u30ab\u30e9\u30fc\u304b\u30e2\u30ce\u30af\u30ed\u304b\u3001\u9759\u6b62\u753b\u304b\u52d5\u753b\u304b\u306a\u3069\uff09\u304c\u3042\u308c\u3070\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n5. \u6700\u5f8c\u306b\u3001\u5f15\u7528\u304b\u3089\u8aad\u3081\u308b\u7bc4\u56f2\u3067\u56de\u7b54\u6848\u30922\u301c3\u6587\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u8a18\u8ff0\u3001\u5225\u306e\u5a92\u4f53\u30fb\u5225\u306e\u67a0\u306e\u8a18\u8ff0\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6570\u5024\u3092\u63db\u7b97\u30fb\u4e38\u3081\u30fb\u8a00\u3044\u63db\u3048\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u534a\u89d2\u5168\u89d2\u554f\u308f\u305a\u300d\u300cpixel\u300d\u300c\u4ee5\u5185\u300d\u306a\u3069\u306e\u8a9e\u3082\u539f\u6587\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u539f\u7a3f\u306e\u6587\u5b57\u6570\u3092\u6570\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8868\u73fe\u304c\u5be9\u67fb\u3092\u901a\u308b\u304b\u3001\u63b2\u8f09\u3067\u304d\u308b\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5be9\u67fb\u306e\u624b\u9806\u3068\u63d0\u51fa\u306e\u6642\u671f\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u308c\u3060\u3051\u3092\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u3060\u3051\u304c\u6839\u62e0\u306e\u3068\u304d\u306f\u3001\u305d\u306e\u3053\u3068\u3068\u78ba\u304b\u3081\u305f\u65e5\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e00\u822c\u7684\u306a\u5e83\u544a\u306e\u6163\u884c\u3084\u4ed6\u306e\u5a92\u4f53\u306e\u4f8b\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u8a18\u8ff0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u8a72\u5f53\u3059\u308b\u8a18\u8ff0\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u5a92\u4f53\u62c5\u5f53\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\n  \u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5e83\u544a\u4e3b\u306e\u540d\u524d\u3084\u5546\u54c1\u540d\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u6570\u5024\u3068\u5358\u4f4d\u3092\u66f8\u304d\u63db\u3048\u306a\u3044\u300d\u30922\u304b\u6240\u306b\u66f8\u304f\u306e\u306f\u3001\u8a00\u3044\u63db\u3048\u304c\u5584\u610f\u3067\u8d77\u304d\u308b\u304b\u3089\u3067\u3059\u3002** AI\u306f\u8aad\u307f\u624b\u306b\u5206\u304b\u308a\u3084\u3059\u304f\u3057\u3088\u3046\u3068\u3057\u3066\u3001\u300c1200\u00d7628pixel\u300d\u3092\u300c\u6a2a1200\u30fb\u7e26628\u30d4\u30af\u30bb\u30eb\u300d\u3068\u66f8\u304d\u76f4\u3057\u307e\u3059\u3002\u305d\u308c\u81ea\u4f53\u306f\u8aa4\u308a\u3067\u306f\u306a\u304f\u3066\u3082\u3001**\u300c\u4ee5\u5185\u300d\u304c\u300c\u307e\u3067\u300d\u306b\u3001\u300c\u534a\u89d2\u5168\u89d2\u554f\u308f\u305a\u300d\u304c\u300c\u5168\u89d2\u300d\u306b\u5909\u308f\u3063\u305f\u77ac\u9593\u306b\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u539f\u6587\u306e\u307e\u307e\u5199\u3059\u3053\u3068\u3092\u3001\u4f8b\u5916\u306a\u304f\u6c42\u3081\u307e\u3059\u3002\n\n**\u300c\u5be9\u67fb\u306e\u624b\u9806\u3068\u63d0\u51fa\u306e\u6642\u671f\u3060\u3051\u3092\u5f15\u7528\u3059\u308b\u300d\u306f\u3001\u5be9\u67fb\u306e\u8cea\u554f\u3092\u6368\u3066\u306a\u3044\u305f\u3081\u3067\u3059\u3002** **\u3044\u3064\u307e\u3067\u306b\u8ab0\u3078\u4f55\u3092\u51fa\u305b\u3070\u5be9\u67fb\u3092\u53d7\u3051\u3089\u308c\u308b\u304b\u306f\u3001\u898f\u5b9a\u306b\u66f8\u304b\u308c\u305f\u4e8b\u5b9f\u3068\u3057\u3066\u7b54\u3048\u3089\u308c\u307e\u3059\u3002** \u53ef\u5426\u306f `refer` \u306b\u3057\u3066\u5a92\u4f53\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002","output_data":"**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8fd4\u308a\u5024\u3068\u6587\u5b57\u6570\u306e\u8a08\u6570\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  \"media_id\": \"\",\n  \"placement\": \"\",\n  \"run_date\": \"\",\n  \"question_type\": \"size | text | format | schedule | review | other\",\n  \"citations\": [\n    { \"doc_kind\": \"spec | notice | internal\", \"title\": \"\", \"heading\": \"\",\n      \"quote\": \"\", \"effective_from\": \"\", \"captured_at\": \"\", \"uri\": \"\" }\n  ],\n  \"conditions_to_decide\": [],\n  \"text_count\": { \"rule\": \"\", \"fields\": [ { \"field\": \"\", \"count\": 0, \"limit\": 0 } ] },\n  \"answer_text\": \"\",\n  \"route\": \"answer | refer\",\n  \"refer_reason\": []\n}\n```\n\n`citations` \u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e `references` \u304b\u3089\u53d6\u308a\u307e\u3059\u3002\u516c\u5f0f\u3067\u306f\u3001`citations` \u306e `sources` \u304c `referenceId` \u3067 `references` \u3092\u6307\u3057\u3001`references` \u306e `chunkInfo` \u306b\u672c\u6587\u306e\u65ad\u7247\u3068\u6587\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304c\u5165\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\n\n`text_count` \u306fAI\u306e\u8fd4\u308a\u5024\u3092\u4f7f\u308f\u305a\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6570\u3048\u65b9\u306e\u8868\u304b\u3089\u4f5c\u308a\u307e\u3059\u3002`limit` \u3082\u6570\u3048\u65b9\u306e\u8868\u306b\u8d77\u3053\u3057\u305f\u5024\u3092\u4f7f\u3044\u3001**AI\u306e\u56de\u7b54\u306b\u66f8\u304b\u308c\u305f\u6570\u5024\u3068\u306f\u7a81\u304d\u5408\u308f\u305b\u3066\u3001\u9055\u3048\u3070 `refer` \u306b\u3057\u307e\u3059\u3002**\n\n**`route` \u306f\u6b21\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n| `refer_reason` | \u7acb\u3066\u308b\u6761\u4ef6 |\n|:--|:--|\n| `review` | \u8cea\u554f\u306e\u7a2e\u985e\u304c\u5be9\u67fb\u30fb\u8868\u73fe |\n| `no_version` | \u63b2\u8f09\u958b\u59cb\u65e5\u306b\u52b9\u304f\u7248\u304c\u7121\u3044\u3001\u307e\u305f\u306f `answerSkippedReasons` \u304c\u8fd4\u3063\u305f |\n| `internal_only` | `citations` \u306b\u898f\u5b9a\u30fb\u304a\u77e5\u3089\u305b\u304c\u7121\u304f\u3001\u78ba\u8a8d\u8a18\u9332\u3060\u3051 |\n| `notice_conflict` | \u304a\u77e5\u3089\u305b\u3068\u898f\u5b9a\u306e\u672c\u6587\u306e\u4e21\u65b9\u304c\u5f15\u304b\u308c\u3001\u8a18\u8ff0\u304c\u9055\u3046 |\n| `number_mismatch` | \u56de\u7b54\u306e\u6570\u5024\u3068\u6570\u3048\u65b9\u306e\u8868\u306e\u5024\u304c\u9055\u3046 |\n| `weak_support` | \u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u4f4e\u3044\u6587\u304c\u3042\u308b |\n\n**\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u3060\u3051\u304c `answer` \u3067\u3059\u3002** JSON\u306b\u3059\u308b\u7406\u7531\u306f\u3001\u3053\u306e\u632f\u308a\u5206\u3051\u3092\u898f\u5247\u3067\u884c\u3046\u305f\u3081\u3067\u3059\u3002`answer_text` \u306e\u6587\u7ae0\u3060\u3051\u3067\u306f\u3001\u78ba\u8a8d\u8a18\u9332\u3060\u3051\u304c\u6839\u62e0\u304b\u3001\u304a\u77e5\u3089\u305b\u3068\u672c\u6587\u304c\u98df\u3044\u9055\u3063\u3066\u3044\u308b\u304b\u3092\u6a5f\u68b0\u3067\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8cea\u554f\u30d5\u30a9\u30fc\u30e0 | \u30d5\u30a9\u30fc\u30e0\u306e\u9001\u4fe1\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u53d7\u3051\u308b | 6\u9805\u76ee\u3092\u53d7\u3051\u53d6\u308b |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9 | \u8a72\u5f53\u7b87\u6240\u306e\u5f15\u7528\u3068\u56de\u7b54\u6848 |\n| \u6570\u3048\u65b9\u306e\u8868 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8a2d\u5b9a\u3068\u3057\u3066\u6301\u3064 | \u539f\u7a3f\u306e\u6587\u5b57\u6570\u3092\u6570\u3048\u308b |\n| \u793e\u5185\u30c1\u30e3\u30c3\u30c8 | \u8cea\u554f\u3057\u305f\u62c5\u5f53\u8005\u3078\u306e\u8fd4\u4fe1 | `answer` \u306e\u56de\u7b54\u3092\u8fd4\u3059 |\n| \u5a92\u4f53\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217 | \u5171\u6709\u306e\u4e00\u89a7\u306b1\u884c\u8db3\u3059 | `refer` \u306e\u8cea\u554f\u3092\u56de\u3059 |\n| \u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332 | \u5a92\u4f53\u62c5\u5f53\u304c\u7b54\u3048\u3092\u767b\u9332 | \u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u3080 |\n\n**\u5f85\u3061\u884c\u5217\u306e1\u884c\u306b\u306f\u3001\u8cea\u554f\u306e\u5185\u5bb9\u3001\u5f15\u7528\u3055\u308c\u305f\u7b87\u6240\u3001`refer_reason`\u3001\u6587\u5b57\u6570\u306e\u8a08\u6570\u3092\u4ed8\u3051\u307e\u3059\u3002** \u5a92\u4f53\u62c5\u5f53\u306f\u3001\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u3067\u306f\u306a\u304f\u3001**\u78ba\u304b\u3081\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002**\n\n**\u6848\u4ef6\u7ba1\u7406\u306e\u8868\u3068\u5a92\u4f53\u793e\u306e\u5165\u7a3f\u306e\u7a93\u53e3\u306b\u306f\u3001\u4f55\u3082\u9001\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u898f\u5b9a\u306e\u8a72\u5f53\u7b87\u6240\u3068\u56de\u7b54\u6848\u307e\u3067\u3067\u3001\u5165\u7a3f\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u306e\u306f `refer` \u306e\u8cea\u554f\u3067\u3059\u3002** `answer` \u306e\u56de\u7b54\u306f\u5236\u4f5c\u62c5\u5f53\u3078\u76f4\u63a5\u8fd4\u3057\u307e\u3059\u304c\u3001**\u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u30891\u304b\u6708\u306f\u3001\u5168\u4ef6\u3092\u5a92\u4f53\u62c5\u5f53\u304c\u898b\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059\u3002**\n\n1. **`refer_reason` \u3092\u898b\u308b** \u2026 \u5be9\u67fb\u306e\u8cea\u554f\u304b\u3001\u7248\u304c\u7121\u3044\u306e\u304b\u3001\u78ba\u8a8d\u8a18\u9332\u3060\u3051\u304c\u6839\u62e0\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u7248\u304c\u7121\u3044\u3082\u306e\u306f\u3001\u7248\u306e\u767b\u9332\u6f0f\u308c\u3092\u5148\u306b\u7591\u3046** \u2026 \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3068\u304a\u77e5\u3089\u305b\u306e\u30e1\u30fc\u30eb\u3092\u898b\u3066\u3001\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044\u7248\u3092\u7f6e\u304d\u307e\u3059\n3. **\u5be9\u67fb\u306e\u8cea\u554f\u306f\u3001\u898f\u5b9a\u306e\u624b\u9806\u3092\u78ba\u304b\u3081\u3066\u5a92\u4f53\u793e\u306b\u51fa\u3059** \u2026 \u53ef\u5426\u306f\u3053\u3061\u3089\u3067\u6c7a\u3081\u305a\u3001\u5a92\u4f53\u793e\u306e\u7b54\u3048\u3092\u5f85\u3061\u307e\u3059\n4. **\u78ba\u8a8d\u8a18\u9332\u306b\u767b\u9332\u3059\u308b** \u2026 \u5a92\u4f53\u793e\u306e\u7b54\u3048\u3092\u3001\u78ba\u304b\u3081\u305f\u65e5\u3068\u76f8\u624b\u306e\u90e8\u7f72\u3092\u4ed8\u3051\u3066\u767b\u9332\u3057\u307e\u3059\n\n**1\u304b\u6708\u306e\u5168\u4ef6\u78ba\u8a8d\u3067\u898b\u308b\u306e\u306f\u3001`answer` \u3067\u8fd4\u3057\u305f\u3082\u306e\u306e\u4e2d\u306b\u3001\u5a92\u4f53\u62c5\u5f53\u304c\u898b\u308c\u3070 `refer` \u306b\u3057\u305f\u3082\u306e\u304c\u7121\u3044\u304b\u3067\u3059\u3002** \u3042\u308c\u3070\u3001\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u304c\u8db3\u308a\u3066\u3044\u307e\u305b\u3093\u3002**1\u5272\u3092\u8d85\u3048\u308b\u306a\u3089\u3001`answer` \u306e\u76f4\u63a5\u306e\u8fd4\u4fe1\u3092\u59cb\u3081\u307e\u305b\u3093\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d5\u30a9\u30fc\u30e0\u306e\u5fc5\u9808\u9805\u76ee\u304c\u6b20\u3051\u3066\u3044\u308b | \u9001\u4fe1\u3067\u304d\u306a\u3044\u3088\u3046\u306b\u3059\u308b |\n| \u63b2\u8f09\u958b\u59cb\u65e5\u306b\u52b9\u304f\u7248\u304c\u7121\u3044 | \u7d5e\u308a\u8fbc\u307f\u3092\u5916\u3055\u305a `no_version` \u3067\u5a92\u4f53\u62c5\u5f53\u3078\u3002**\u7248\u306e\u767b\u9332\u6f0f\u308c\u3092\u7591\u3046** |\n| \u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u304c\u5c4a\u3044\u305f\u304c\u672c\u6587\u306e\u65b0\u7248\u304c\u307e\u3060 | \u304a\u77e5\u3089\u305b\u3092\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u4ed8\u304d\u3067\u53d6\u308a\u8fbc\u307f\u3001`notice_conflict` \u3067\u4e21\u65b9\u3092\u793a\u3059 |\n| \u67a0\u306e\u4e00\u89a7\u306b\u7121\u3044\u67a0\u306e\u8cea\u554f | \u5a92\u4f53\u62c5\u5f53\u3078\u56de\u3057\u3001\u67a0\u306e\u4e00\u89a7\u306b\u8db3\u3059\u304b\u3092\u6c7a\u3081\u308b |\n| \u56de\u7b54\u306e\u6570\u5024\u3068\u6570\u3048\u65b9\u306e\u8868\u304c\u9055\u3046 | `number_mismatch` \u3067\u5a92\u4f53\u62c5\u5f53\u3078\u3002**\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u539f\u6587\u3067\u78ba\u304b\u3081\u308b** |\n| \u8cea\u554f\u306b\u5e83\u544a\u4e3b\u306e\u540d\u524d\u30fb\u5546\u54c1\u540d\u304c\u3042\u308b | \u691c\u7d22\u306e\u8cea\u554f\u6587\u304b\u3089\u5916\u3059 |\n| \u63b2\u8f09\u671f\u9593\u304c\u6539\u5b9a\u65e5\u3092\u307e\u305f\u3050 | \u63b2\u8f09\u958b\u59cb\u65e5\u3068\u7d42\u4e86\u65e5\u306e\u4e21\u65b9\u3067\u547c\u3073\u3001\u7d50\u679c\u3092\u4e26\u3079\u308b |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3057\u305f | \u5236\u4f5c\u62c5\u5f53\u306b\u300c\u53d7\u3051\u4ed8\u3051\u307e\u3057\u305f\u3002\u5a92\u4f53\u62c5\u5f53\u304b\u3089\u8fd4\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u5f85\u3061\u884c\u5217\u3078 |","log_storage":"- \u8cea\u554f\u306e\u5185\u5bb9\uff086\u9805\u76ee\uff09\u3001\u8cea\u554f\u3057\u305f\u62c5\u5f53\u8005\u3068\u6848\u4ef6\u756a\u53f7\u3001\u65e5\u6642\n- answer \u30e1\u30bd\u30c3\u30c9\u3078\u306e\u8981\u6c42\uff08\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3001`preamble` \u306e\u7248\uff09\u3068\u8fd4\u308a\u5024\u306e\u5168\u6587\n- \u5f15\u7528\u3057\u305f\u6587\u66f8\u306e\u7248\uff08\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3001\u5199\u3057\u3092\u53d6\u3063\u305f\u65e5\uff09\n- \u6587\u5b57\u6570\u306e\u8a08\u6570\u306b\u4f7f\u3063\u305f\u6570\u3048\u65b9\u306e\u8868\u306e\u7248\u3068\u3001\u6570\u3048\u305f\u7d50\u679c\n- `route` \u3068 `refer_reason`\u3001\u5a92\u4f53\u62c5\u5f53\u306e\u78ba\u8a8d\u306e\u7d50\u679c\u3068\u3001\u5a92\u4f53\u793e\u306e\u7b54\u3048\n- \u5236\u4f5c\u62c5\u5f53\u3078\u8fd4\u3057\u305f\u56de\u7b54\u3068\u3001\u8fd4\u3057\u305f\u65e5\u6642\n\n**\u5f15\u7528\u3057\u305f\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5165\u7a3f\u3067\u623b\u3055\u308c\u305f\u3068\u304d\u306b\u3001\u6539\u5b9a\u306e\u901a\u77e5\u306e\u9045\u308c\u304b\u65e7\u3044\u7248\u3067\u306e\u5236\u4f5c\u304b\u3092\u5207\u308a\u5206\u3051\u308b\u305f\u3081\u3067\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":2,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":8,"assumption_frequency":240,"assumption_workdays":20,"volume_month":240,"before_minutes_per_case":15,"after_minutes_per_case":4,"hourly_cost":3500,"before_hours_month":60,"after_hours_month":16,"saved_hours_month":44,"reduction_rate":73,"saved_hours_year":528,"annual_cost_effect":1848000,"summary":"\u5236\u4f5c\u62c5\u5f53\u3084\u30c7\u30b6\u30a4\u30ca\u30fc\u304b\u3089\u51fa\u308b\u300c\u3053\u306e\u67a0\u306f\u4f55\u30d4\u30af\u30bb\u30eb\u304b\u300d\u300c\u30bf\u30a4\u30c8\u30eb\u306f\u4f55\u6587\u5b57\u307e\u3067\u304b\u300d\u300c\u5165\u7a3f\u306e\u7de0\u5207\u306f\u3044\u3064\u304b\u300d\u306e\u8cea\u554f\u306b\u3001\u5a92\u4f53\u306e\u5165\u7a3f\u898f\u5b9a\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u63b2\u8f09\u65e5\u306b\u52b9\u304f\u7248\u3092\u793a\u3057\u3066\u5f15\u7528\u4ed8\u304d\u3067\u7b54\u3048\u307e\u3059\u3002\u898f\u5b9a\u3067\u6c7a\u307e\u3089\u306a\u3044\u3082\u306e\u306f\u5a92\u4f53\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u5236\u4f5c\u62c5\u5f53\u304c\u3001\u4f5c\u308a\u59cb\u3081\u308b\u524d\u3084\u4f5c\u3063\u3066\u3044\u308b\u9014\u4e2d\u306b\u3001\u5a92\u4f53\u62c5\u5f53\u3078\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3059\u308b\n2. \u5a92\u4f53\u62c5\u5f53\u304c\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304d\u3001\u305d\u306e\u5a92\u4f53\u306e\u5165\u7a3f\u898f\u5b9a\u306ePDF\u304bWeb\u30da\u30fc\u30b8\u306e\u4fdd\u5b58\u3092\u63a2\u3059\n3. \u67a0\u306e\u7a2e\u985e\u3068\u8272\u30fb\u5f62\u5f0f\u306e\u6761\u4ef6\u304b\u3089\u3001\u8a72\u5f53\u3059\u308b\u30da\u30fc\u30b8\u3068\u8868\u3092\u63a2\u3057\u3066\u8aad\u3080\n4. \u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u306e\u30e1\u30fc\u30eb\u3092\u63a2\u3057\u3001\u63b2\u8f09\u306e\u6642\u671f\u306b\u65b0\u3057\u3044\u7248\u304c\u52b9\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n5. \u898f\u5b9a\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u3001\u624b\u5143\u306e\u30e1\u30e2\u3092\u63a2\u3059\u304b\u3001\u5a92\u4f53\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u308b\n6. \u8a72\u5f53\u7b87\u6240\u3092\u30c1\u30e3\u30c3\u30c8\u306b\u66f8\u304d\u5199\u3057\u3066\u8fd4\u3059\n\n**\uff08a\uff09\u5a92\u4f53\u3068\u67a0\u3054\u3068\u306b\u898f\u5b9a\u304c\u5206\u304b\u308c\u3001\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u540c\u3058\u65b0\u805e\u793e\u3067\u3082\u3001\u7d19\u9762\u306e\u5e83\u544a\u3068\u30c7\u30b8\u30bf\u30eb\u7248\u306e\u5e83\u544a\u3067\u898f\u5b9a\u304c\u5225\u306e\u6587\u66f8\u3067\u3059\u3002\u4ea4\u901a\u5e83\u544a\u306f\u3001\u9244\u9053\u4f1a\u793e\u3054\u3068\u3001\u3055\u3089\u306b\u8eca\u4e21\u3068\u99c5\u3067\u5206\u304b\u308c\u307e\u3059\u3002**\u300c\u3069\u306e\u6587\u66f8\u306e\u4f55\u30da\u30fc\u30b8\u304b\u300d\u306b\u305f\u3069\u308a\u7740\u304f\u307e\u3067\u304c\u30011\u4ef6\u306e\u6642\u9593\u306e\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002**\n\n**\uff08b\uff09\u7b54\u3048\u3089\u308c\u308b\u5a92\u4f53\u62c5\u5f53\u304c\u9650\u3089\u308c\u308b\u3002** \u300c\u3053\u306e\u65b0\u805e\u306e\u8a18\u4e8b\u4e0b\u306f\u3001\u30e2\u30ce\u30af\u30ed\u3067\u3082\u7db2\u70b9\u306e\u6fc3\u5ea6\u306b\u4e0a\u9650\u304c\u3042\u308b\u300d\u300c\u3053\u306e\u9244\u9053\u4f1a\u793e\u306f\u3001\u533b\u7642\u6a5f\u95a2\u306e\u5e83\u544a\u306f\u4e8b\u524d\u306b\u5be9\u67fb\u7528\u306e\u539f\u7a3f\u304c\u8981\u308b\u300d\u3002\u3053\u3046\u3057\u305f\u3053\u3068\u306f\u898f\u5b9a\u306e\u3069\u3053\u304b\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u304c\u3001**\u3069\u3053\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u899a\u3048\u3066\u3044\u308b\u306e\u306f\u9577\u304f\u62c5\u5f53\u3057\u3066\u3044\u308b\u4eba\u3060\u3051\u3067\u3059\u3002** \u305d\u306e\u4eba\u304c\u4f11\u3080\u3068\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u304c\u534a\u65e5\u6b62\u307e\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u65e7\u3044\u7248\u306e\u898f\u5b9a\u3067\u4f5c\u3063\u3066\u3057\u307e\u3046\u3002** \u5a92\u4f53\u306e\u6539\u5b9a\u306f\u3001\u304a\u77e5\u3089\u305b\u306e\u30e1\u30fc\u30eb\u3067\u5c4a\u3044\u305f\u308a\u3001Web\u30da\u30fc\u30b8\u306e\u66f4\u65b0\u65e5\u304c\u5909\u308f\u308b\u3060\u3051\u3060\u3063\u305f\u308a\u3057\u307e\u3059\u3002**\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u65b0\u65e7\u306e\u7248\u304c\u4e26\u3073\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u65e5\u4ed8\u304c\u7121\u3044\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002** 4\u6708\u304b\u3089\u898f\u5b9a\u304c\u5909\u308f\u308b\u5a92\u4f53\u306b\u30015\u6708\u63b2\u8f09\u306e\u30c7\u30fc\u30bf\u30923\u6708\u306b\u4f5c\u308a\u59cb\u3081\u305f\u3068\u304d\u3001\u3069\u3061\u3089\u306e\u7248\u3067\u4f5c\u308b\u3079\u304d\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\uff08d\uff09\u7b54\u3048\u304c\u30c1\u30e3\u30c3\u30c8\u306b\u6d41\u308c\u3066\u6b8b\u3089\u306a\u3044\u3002** \u5a92\u4f53\u793e\u306b\u78ba\u304b\u3081\u305f\u7b54\u3048\u3082\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u8fd4\u3057\u3066\u7d42\u308f\u308a\u3067\u3059\u3002**\u540c\u3058\u8cea\u554f\u304c\u7fcc\u6708\u306b\u5225\u306e\u6848\u4ef6\u304b\u3089\u6765\u308b\u3068\u3001\u3082\u3046\u4e00\u5ea6\u63a2\u3057\u307e\u3059\u3002**","before_flow_steps":["\u5236\u4f5c\u62c5\u5f53\u304c\u3001\u4f5c\u308a\u59cb\u3081\u308b\u524d\u3084\u4f5c\u3063\u3066\u3044\u308b\u9014\u4e2d\u306b\u3001\u5a92\u4f53\u62c5\u5f53\u3078\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3059\u308b","\u5a92\u4f53\u62c5\u5f53\u304c\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304d\u3001\u305d\u306e\u5a92\u4f53\u306e\u5165\u7a3f\u898f\u5b9a\u306ePDF\u304bWeb\u30da\u30fc\u30b8\u306e\u4fdd\u5b58\u3092\u63a2\u3059","\u67a0\u306e\u7a2e\u985e\u3068\u8272\u30fb\u5f62\u5f0f\u306e\u6761\u4ef6\u304b\u3089\u3001\u8a72\u5f53\u3059\u308b\u30da\u30fc\u30b8\u3068\u8868\u3092\u63a2\u3057\u3066\u8aad\u3080","\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u306e\u30e1\u30fc\u30eb\u3092\u63a2\u3057\u3001\u63b2\u8f09\u306e\u6642\u671f\u306b\u65b0\u3057\u3044\u7248\u304c\u52b9\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","\u898f\u5b9a\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u306f\u3001\u624b\u5143\u306e\u30e1\u30e2\u3092\u63a2\u3059\u304b\u3001\u5a92\u4f53\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u308b","\u8a72\u5f53\u7b87\u6240\u3092\u30c1\u30e3\u30c3\u30c8\u306b\u66f8\u304d\u5199\u3057\u3066\u8fd4\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u5236\u4f5c\u62c5\u5f53\u304c\u3001\u8cea\u554f\u30d5\u30a9\u30fc\u30e0\u3067\u5a92\u4f53\u3001\u67a0\u3001\u63b2\u8f09\u958b\u59cb\u65e5\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3068\u8cea\u554f\u306e\u6587\u3092\u5165\u308c\u3066\u9001\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5a92\u4f53\u30fb\u67a0\u30fb\u63b2\u8f09\u958b\u59cb\u65e5\u304b\u3089\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308b\n3. **\u3010\u81ea\u52d5\u3011** Agent Search\uff08Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u305d\u306e\u5a92\u4f53\u306e\u5165\u7a3f\u898f\u5b9a\u3068\u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u539f\u7a3f\u306e\u6587\u304c\u6dfb\u3048\u3089\u308c\u3066\u3044\u308c\u3070\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5a92\u4f53\u306e\u6570\u3048\u65b9\u3067\u6587\u5b57\u6570\u3092\u6570\u3048\u3001\u898f\u5b9a\u306e\u4e0a\u9650\u3068\u4e26\u3079\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u56de\u7b54\u6848\u3092 `answer`\uff08\u898f\u5b9a\u306e\u539f\u6587\u3067\u7b54\u3048\u3089\u308c\u308b\uff09\uff0f`refer`\uff08\u5a92\u4f53\u62c5\u5f53\u306e\u78ba\u8a8d\u304c\u8981\u308b\uff09\u306b\u5206\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** `answer` \u306f\u5236\u4f5c\u62c5\u5f53\u3078\u8fd4\u3059\u3002`refer` \u306f\u5a92\u4f53\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217\u306b\u5165\u308c\u308b\n7. **\u3010\u4eba\u3011** \u5a92\u4f53\u62c5\u5f53\u304c `refer` \u306e\u8cea\u554f\u3092\u8aad\u307f\u3001\u898f\u5b9a\u3092\u78ba\u304b\u3081\u308b\u304b\u5a92\u4f53\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u3066\u7b54\u3048\u308b\n8. **\u3010\u4eba\u3011** \u5a92\u4f53\u62c5\u5f53\u304c\u3001\u5a92\u4f53\u793e\u306b\u78ba\u304b\u3081\u305f\u7b54\u3048\u3092\u78ba\u8a8d\u8a18\u9332\u306b\u767b\u9332\u3059\u308b\uff08\u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b\uff09\n\n**5\u756a\u76ee\u306e\u632f\u308a\u5206\u3051\u3092\u3001\u898f\u5247\u3067\u6c7a\u3081\u308b\u306e\u304c\u3053\u306e\u8a2d\u8a08\u306e\u8981\u3067\u3059\u3002** \u8868\u73fe\u304c\u5be9\u67fb\u3092\u901a\u308b\u304b\u3092\u554f\u3046\u8cea\u554f\u3001\u63b2\u8f09\u958b\u59cb\u65e5\u306b\u52b9\u304f\u7248\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u306a\u3044\u8cea\u554f\u3001\u5f15\u7528\u304c\u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u3060\u3051\u3067\u898f\u5b9a\u306e\u539f\u6587\u306b\u7121\u3044\u8cea\u554f\u306f\u3001**\u5fc5\u305a `refer` \u306b\u3057\u307e\u3059\u3002** \u5be9\u67fb\u306e\u53ef\u5426\u306f\u5a92\u4f53\u793e\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u7b54\u3048\u307e\u305b\u3093\u3002\n\n**8\u756a\u76ee\u3092\u7701\u304f\u3068\u3001\u3053\u306e\u69cb\u6210\u306f\u80b2\u3061\u307e\u305b\u3093\u3002** \u5a92\u4f53\u793e\u306b\u78ba\u304b\u3081\u305f\u7b54\u3048\u304c\u8a18\u9332\u306b\u6b8b\u3089\u306a\u3051\u308c\u3070\u3001\u6b21\u306b\u540c\u3058\u8cea\u554f\u304c\u6765\u305f\u3068\u304d\u3082 `refer` \u306b\u306a\u308a\u3001\u5a92\u4f53\u62c5\u5f53\u306e\u624b\u304c\u6e1b\u308a\u307e\u305b\u3093\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u5236\u4f5c\u62c5\u5f53\u304c\u3001\u8cea\u554f\u30d5\u30a9\u30fc\u30e0\u3067\u5a92\u4f53\u3001\u67a0\u3001\u63b2\u8f09\u958b\u59cb\u65e5\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3068\u8cea\u554f\u306e\u6587\u3092\u5165\u308c\u3066\u9001\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5a92\u4f53\u30fb\u67a0\u30fb\u63b2\u8f09\u958b\u59cb\u65e5\u304b\u3089\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\u305d\u306e\u5a92\u4f53\u306e\u5165\u7a3f\u898f\u5b9a\u3068\u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u539f\u7a3f\u306e\u6587\u304c\u6dfb\u3048\u3089\u308c\u3066\u3044\u308c\u3070\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5a92\u4f53\u306e\u6570\u3048\u65b9\u3067\u6587\u5b57\u6570\u3092\u6570\u3048\u3001\u898f\u5b9a\u306e\u4e0a\u9650\u3068\u4e26\u3079\u308b","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u56de\u7b54\u6848\u3092 `answer`\uff08\u898f\u5b9a\u306e\u539f\u6587\u3067\u7b54\u3048\u3089\u308c\u308b\uff09\uff0f`refer`\uff08\u5a92\u4f53\u62c5\u5f53\u306e\u78ba\u8a8d\u304c\u8981\u308b\uff09\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** `answer` \u306f\u5236\u4f5c\u62c5\u5f53\u3078\u8fd4\u3059\u3002`refer` \u306f\u5a92\u4f53\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217\u306b\u5165\u308c\u308b","**\u3010\u4eba\u3011** \u5a92\u4f53\u62c5\u5f53\u304c `refer` \u306e\u8cea\u554f\u3092\u8aad\u307f\u3001\u898f\u5b9a\u3092\u78ba\u304b\u3081\u308b\u304b\u5a92\u4f53\u793e\u306b\u554f\u3044\u5408\u308f\u305b\u3066\u7b54\u3048\u308b","**\u3010\u4eba\u3011** \u5a92\u4f53\u62c5\u5f53\u304c\u3001\u5a92\u4f53\u793e\u306b\u78ba\u304b\u3081\u305f\u7b54\u3048\u3092\u78ba\u8a8d\u8a18\u9332\u306b\u767b\u9332\u3059\u308b\uff08\u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u307e\u308c\u308b\uff09"],"architecture":"```\n\u5165\u7a3f\u898f\u5b9a\uff08PDF\u30fbWeb\u30da\u30fc\u30b8\u306e\u4fdd\u5b58\uff09  \u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b  \u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\n   \u2502  \u5a92\u4f53\u30fb\u67a0\u30fb\u7248\u30fb\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u4ed8\u3051\u308b       \u2502  \u5a92\u4f53\u30fb\u67a0\u30fb\u78ba\u304b\u3081\u305f\u65e5\n   \u25bc                                              \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\u8868\u306e\u6ce8\u91c8\uff09\n   \u2502   media_id\uff0fplacement\uff0fdoc_kind\uff0feffective_from\uff0feffective_to\n   \u25bc\n\u8cea\u554f\u30d5\u30a9\u30fc\u30e0 \u2500\u2500\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5236\u4f5c\u62c5\u5f53\u306e\u9001\u4fe1\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3001Cloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u5a92\u4f53\u30fb\u67a0\u30fb\u63b2\u8f09\u958b\u59cb\u65e5\u304b\u3089\u7d5e\u308a\u8fbc\u307f\n   \u251c\u2500\u2500\u25b6 answer \u30e1\u30bd\u30c3\u30c9\uff1a\u8a72\u5f53\u7b87\u6240\u306e\u5f15\u7528\u3068\u56de\u7b54\u6848\n   \u251c\u2500\u2500\u25b6 \u539f\u7a3f\u306e\u6587\u5b57\u6570\u3092\u5a92\u4f53\u306e\u6570\u3048\u65b9\u3067\u6570\u3048\u308b\n   \u2514\u2500\u2500\u25b6 answer \uff0f refer \u306e\u632f\u308a\u5206\u3051\n   \u25bc\n\u5236\u4f5c\u62c5\u5f53\u3078\u8fd4\u4fe1  \uff0f  \u5a92\u4f53\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2500 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u30d5\u30a9\u30fc\u30e0\u30fb\u691c\u7d22\u30fb\u5f85\u3061\u884c\u5217\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u96c6\u8a08 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6587\u5b57\u6570\u306e\u8a08\u6570\uff08\u5a92\u4f53\u3054\u3068\u306e\u6570\u3048\u65b9\u306e\u8868\u304b\u3089\uff09 | \u2500 |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u5165\u7a3f\u898f\u5b9a\u306e\u7248\u3054\u3068\u306e\u5199\u3057\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u8cea\u554f\u306e\u8a18\u9332\uff09 | \u2500 |\n\n**\u6848\u4ef6\u7ba1\u7406\u306e\u8868\u3068\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306f\u3001\u4eca\u3042\u308b\u3082\u306e\u3092\u305d\u306e\u307e\u307e\u4f7f\u3044\u307e\u3059\u3002** \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u5165\u7a3f\u898f\u5b9a\u3092\u7248\u3054\u3068\u306b Cloud Storage \u3078\u5199\u3059\u3060\u3051\u3067\u3001**\u6848\u4ef6\u7ba1\u7406\u306e\u8868\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u5165\u7a3f\u305d\u306e\u3082\u306e\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u5a92\u4f53\u62c5\u5f53\u3068\u5236\u4f5c\u9032\u884c\u304c\u5a92\u4f53\u793e\u3078\u884c\u3044\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308b\u65b9\u6cd5\u3067\u3001\u5f15\u7528\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\uff08`includeCitations`\u3001\u65e2\u5b9a\u306f\u7121\u52b9\uff09\u3001\u56de\u7b54\u3092\u6c42\u3081\u3066\u3044\u306a\u3044\u66f8\u304d\u8fbc\u307f\u3084\u6575\u5bfe\u7684\u306a\u554f\u3044\u306b\u7b54\u3048\u306a\u3044\u8a2d\u5b9a\u3001\u95a2\u4fc2\u306e\u8584\u3044\u5185\u5bb9\u3067\u7b54\u3048\u306a\u3044\u8a2d\u5b9a\uff08`ignoreLowRelevantContent`\uff09\u3001\u56de\u7b54\u306e\u4f5c\u308a\u65b9\u3092\u81ea\u7136\u6587\u3067\u6307\u793a\u3059\u308b `preamble` \u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u5165\u7a3f\u898f\u5b9a\u306e\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\u30ea\u30b9\u30c8\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`\uff09\u304c\u3042\u308a\u3001\u30c1\u30e3\u30f3\u30af\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3059\u3002**\u8868\u306e\u6ce8\u91c8\uff08table annotation\uff09\u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u8868\u3068\u305d\u306e\u8aac\u660e\u304c1\u3064\u306e\u30c1\u30e3\u30f3\u30af\u306b\u5165\u308a\u307e\u3059\u3002** \u5165\u7a3f\u898f\u5b9a\u306f\u300c\u67a0\u3054\u3068\u306e\u30b5\u30a4\u30ba\u3068\u5f62\u5f0f\u306e\u8868\u300d\u304c\u4e2d\u5fc3\u306a\u306e\u3067\u3001\u3053\u306e\u8a2d\u5b9a\u304c\u52b9\u304d\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u5236\u4f5c\u62c5\u5f53\u304c\u8cea\u554f\u30d5\u30a9\u30fc\u30e0\u3092\u9001\u4fe1\u3057\u305f\u3053\u3068\u3067\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u3067\u53d7\u3051\u3066\u3044\u305f\u8cea\u554f\u3092\u30d5\u30a9\u30fc\u30e0\u306b\u5bc4\u305b\u307e\u3059\u3002**\u5a92\u4f53\u3001\u67a0\u3001\u63b2\u8f09\u958b\u59cb\u65e5\u304c\u6b20\u3051\u305f\u8cea\u554f\u306f\u3001\u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u7248\u3067\u7b54\u3048\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002** \u30d5\u30a9\u30fc\u30e0\u3067\u5fc5\u9808\u306b\u3057\u3066\u304a\u3051\u3070\u3001\u5f8c\u6bb5\u3067\u805e\u304d\u8fd4\u3059\u4ef6\u6570\u304c\u6e1b\u308a\u307e\u3059\u3002\n\n| \u30d5\u30a9\u30fc\u30e0\u306e\u9805\u76ee | \u66f8\u304d\u65b9 | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| \u5a92\u4f53 | \u4e00\u89a7\u304b\u3089\u9078\u3076 | \u7d5e\u308a\u8fbc\u307f |\n| \u67a0 | \u5a92\u4f53\u3054\u3068\u306e\u4e00\u89a7\u304b\u3089\u9078\u3076\uff08\u51685\u6bb5\u3001\u4e2d\u540a\u308a\u3001\u753b\u50cf\u306a\u3069\uff09 | \u7d5e\u308a\u8fbc\u307f |\n| \u63b2\u8f09\u958b\u59cb\u65e5 | \u65e5\u4ed8 | \u7248\u306e\u7d5e\u308a\u8fbc\u307f |\n| \u8cea\u554f\u306e\u7a2e\u985e | \u30b5\u30a4\u30ba\u30fb\u89e3\u50cf\u5ea6\uff0f\u6587\u5b57\u6570\u30fb\u8868\u8a18\uff0f\u5f62\u5f0f\u30fb\u5bb9\u91cf\uff0f\u7de0\u5207\u30fb\u65e5\u7a0b\uff0f\u5be9\u67fb\u30fb\u8868\u73fe\uff0f\u305d\u306e\u4ed6 | \u632f\u308a\u5206\u3051\u306e\u898f\u5247 |\n| \u8cea\u554f\u306e\u6587 | \u81ea\u7531\u8a18\u8ff0 | \u691c\u7d22\u306e\u8cea\u554f\u6587 |\n| \u539f\u7a3f\u306e\u6587 | \u4efb\u610f\u3002\u30bf\u30a4\u30c8\u30eb\u3084\u8aac\u660e\u6587\u306e\u6848 | \u6587\u5b57\u6570\u306e\u8a08\u6570 |\n\n**\u3082\u3046\u4e00\u3064\u306e\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u5165\u7a3f\u898f\u5b9a\u306e\u6539\u5b9a\u3067\u3059\u3002** \u5a92\u4f53\u304b\u3089\u304a\u77e5\u3089\u305b\u306e\u30e1\u30fc\u30eb\u304c\u5c4a\u3044\u305f\u3089\u3001\u5a92\u4f53\u62c5\u5f53\u304c\u65b0\u3057\u3044\u7248\u3092\u7f6e\u304d\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u66f8\u304d\u307e\u3059\u3002**Web\u30da\u30fc\u30b8\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u898f\u5b9a\u306f\u3001\u6bce\u67081\u56de\u3001\u30da\u30fc\u30b8\u306e\u66f4\u65b0\u65e5\u3092\u898b\u3066\u3001\u5909\u308f\u3063\u3066\u3044\u308c\u3070\u5199\u3057\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002** \u66f4\u65b0\u65e5\u3060\u3051\u304c\u5909\u308f\u3063\u3066\u5c65\u6b74\u304c\u7121\u3044\u30da\u30fc\u30b8\u306f\u3001\u81ea\u793e\u3067\u5199\u3057\u3092\u6b8b\u3055\u306a\u3044\u9650\u308a\u3001\u524d\u306e\u7248\u304c\u624b\u5143\u304b\u3089\u6d88\u3048\u307e\u3059\u3002\u53d6\u308a\u8fbc\u307f\u306f\u6bce\u6669\u307e\u3068\u3081\u3066\u884c\u3044\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f\u306e\u5185\u5bb9 | \u30d5\u30a9\u30fc\u30e0\u306e6\u9805\u76ee\u3068\u3001\u8cea\u554f\u3057\u305f\u62c5\u5f53\u8005\u30fb\u6848\u4ef6\u756a\u53f7 | \u8cea\u554f\u30d5\u30a9\u30fc\u30e0 |\n| \u5165\u7a3f\u898f\u5b9a | \u5a92\u4f53\u30fb\u67a0\u3054\u3068\u306e\u30b5\u30a4\u30ba\u3001\u89e3\u50cf\u5ea6\u3001\u8272\u3001\u5f62\u5f0f\u3001\u5bb9\u91cf\u3001\u6587\u5b57\u6570\u3001\u8868\u8a18\u306e\u6c7a\u307e\u308a\u3001\u7de0\u5207\u3001\u5be9\u67fb\u306e\u624b\u9806 | \u5a92\u4f53\u304b\u3089\u53d7\u3051\u53d6\u3063\u305fPDF\u3001Web\u30da\u30fc\u30b8\u306e\u4fdd\u5b58 |\n| \u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b | \u6539\u5b9a\u306e\u5185\u5bb9\u3068\u3001\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5 | \u5a92\u4f53\u304b\u3089\u306e\u30e1\u30fc\u30eb |\n| \u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332 | \u8cea\u554f\u306e\u8981\u65e8\u3001\u5a92\u4f53\u793e\u306e\u7b54\u3048\u3001\u78ba\u304b\u3081\u305f\u65e5\u3001\u78ba\u304b\u3081\u305f\u76f8\u624b\u306e\u90e8\u7f72 | \u5a92\u4f53\u62c5\u5f53\u306e\u30e1\u30e2\u304b\u3089\u4f5c\u308b |\n| \u6587\u5b57\u6570\u306e\u6570\u3048\u65b9\u306e\u8868 | \u5a92\u4f53\u3054\u3068\u306b\u3001\u534a\u89d2\u3068\u5168\u89d2\u306e\u6570\u3048\u65b9\u3001\u6539\u884c\u30fb\u8a18\u53f7\u306e\u6271\u3044 | \u5165\u7a3f\u898f\u5b9a\u304b\u3089\u8d77\u3053\u3057\u305f\u3082\u306e |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3059\u3079\u3066\u306e\u6587\u66f8\u306b\u4ed8\u3051\u308b\u300c\u5a92\u4f53\u300d\u300c\u67a0\u300d\u300c\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u300d\u3067\u3059\u3002** \u67a0\u3092\u4ed8\u3051\u305a\u306b\u53d6\u308a\u8fbc\u3080\u3068\u3001\u540c\u3058\u5a92\u4f53\u306e\u5225\u306e\u67a0\u306e\u30b5\u30a4\u30ba\u3067\u7b54\u3048\u307e\u3059\u3002**\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u4ed8\u3051\u305a\u306b\u53d6\u308a\u8fbc\u3080\u3068\u3001\u65b0\u65e7\u306e\u7248\u304c\u540c\u3058\u91cd\u3055\u3067\u4e26\u3073\u3001\u3069\u3061\u3089\u304c\u5f15\u304b\u308c\u308b\u304b\u306f\u691c\u7d22\u306e\u7d50\u679c\u3057\u3060\u3044\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u306f\u3001\u898f\u5b9a\u306e\u672c\u6587\u3068\u306f\u5225\u306e\u6587\u66f8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u304a\u77e5\u3089\u305b\u306f\u898f\u5b9a\u306e\u4e00\u90e8\u3060\u3051\u3092\u66f8\u304d\u63db\u3048\u308b\u3082\u306e\u3067\u3001**\u672c\u6587\u306e\u65b0\u3057\u3044\u7248\u304c\u5c4a\u304f\u307e\u3067\u306f\u3001\u304a\u77e5\u3089\u305b\u306e\u307b\u3046\u304c\u52b9\u529b\u306e\u3042\u308b\u8a18\u8ff0\u3067\u3059\u3002**\n\n**\u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u306f\u30011\u4ef61\u6587\u66f8\u306b\u3057\u307e\u3059\u3002** \u8cea\u554f\u306e\u8981\u65e8\u3001\u5a92\u4f53\u793e\u306e\u7b54\u3048\u3001\u78ba\u304b\u3081\u305f\u65e5\u3001\u5a92\u4f53\u3068\u67a0\u3092\u898b\u51fa\u3057\u3067\u5206\u3051\u307e\u3059\u3002**\u78ba\u304b\u3081\u305f\u76f8\u624b\u3068\u65e5\u4ed8\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u53e4\u3044\u30e1\u30e2\u306f\u53d6\u308a\u8fbc\u307f\u307e\u305b\u3093\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u5165\u7a3f\u898f\u5b9a\u30fb\u304a\u77e5\u3089\u305b\u30fb\u78ba\u8a8d\u8a18\u9332\u306f\u30011\u4ef6\u3054\u3068\u306b\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 TXT\u30fbJSON\u30fbMarkdown\u30fbPDF\u30fbHTML\u30fbDOCX\u30fbPPTX\u30fbXLSX\u30fbXLSM \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\":\"spec-lineads-20260630\",\"structData\":{\"doc_kind\":\"spec\",\n \"media_id\":\"M-LINEADS\",\"media_type\":\"digital\",\n \"placement\":[\"image\",\"video\",\"carousel\"],\n \"effective_from\":\"2026-06-30T00:00:00Z\",\n \"effective_to\":\"9999-12-31T00:00:00Z\",\n \"source_url\":\"https:\/\/www.lycbiz.com\/jp\/manual\/line-ads\/policy_009\",\n \"captured_at\":\"2026-07-01\"},\n \"content\":{\"mimeType\":\"text\/html\",\"uri\":\"gs:\/\/media-specs\/spec-lineads-20260630.html\"}}\n```\n\n| \u9805\u76ee | \u4e2d\u8eab | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `doc_kind` | \u898f\u5b9a\uff0f\u304a\u77e5\u3089\u305b\uff0f\u78ba\u8a8d\u8a18\u9332 | \u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3001\u8868\u793a |\n| `media_id` | \u5a92\u4f53\u306e\u756a\u53f7 | \u7d5e\u308a\u8fbc\u307f |\n| `placement` | \u305d\u306e\u6587\u66f8\u304c\u5bfe\u8c61\u306b\u3059\u308b\u67a0\uff08\u8907\u6570\uff09 | \u7d5e\u308a\u8fbc\u307f |\n| `effective_from`\uff0f`effective_to` | \u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3068\u3001\u6b21\u306e\u7248\u306e\u524d\u65e5 | \u63b2\u8f09\u958b\u59cb\u65e5\u3067\u7248\u3092\u9078\u3076 |\n| `source_url`\uff0f`captured_at` | \u5143\u306e\u30da\u30fc\u30b8\u3068\u3001\u5199\u3057\u3092\u53d6\u3063\u305f\u65e5 | \u56de\u7b54\u306b\u7248\u306e\u51fa\u3069\u3053\u308d\u3092\u793a\u3059 |\n\n**\u8cea\u554f\u306e\u305f\u3073\u306b\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3092\u4f5c\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u69cb\u6587\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `ANY()` \u306b\u4e26\u3079\u305f\u5024\u306e\u3069\u308c\u304b\u3068\u5b8c\u5168\u306b\u4e00\u81f4\u3059\u308b\u304b\u3092\u898b\u3089\u308c\u3001\u65e5\u6642\u306e\u9805\u76ee\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3068\u6bd4\u3079\u3089\u308c\u307e\u3059\u3002\n\n```\nmedia_id: ANY(\"M-LINEADS\") AND placement: ANY(\"image\")\nAND effective_from <= \"2026-11-20T00:00:00Z\"\nAND effective_to >= \"2026-11-20T00:00:00Z\"\n```\n\n**\u65e5\u4ed8\u306f\u300c\u8cea\u554f\u3057\u305f\u65e5\u300d\u3067\u306f\u306a\u304f\u300c\u63b2\u8f09\u958b\u59cb\u65e5\u300d\u3067\u5165\u308c\u307e\u3059\u3002** 1\u6708\u63b2\u8f09\u304b\u3089\u898f\u5b9a\u304c\u5909\u308f\u308b\u5a92\u4f53\u306b\u300111\u6708\u306b1\u6708\u63b2\u8f09\u5206\u306e\u8cea\u554f\u304c\u6765\u305f\u3089\u3001\u307e\u3060\u52b9\u3044\u3066\u3044\u306a\u3044\u65b0\u3057\u3044\u7248\u3067\u7b54\u3048\u307e\u3059\u3002**\u9805\u76ee\u306f\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u307e\u305b\u3093\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u898f\u5b9a\u3092\u67a0\u3054\u3068\u306b\u5370\u3092\u4ed8\u3051\u308b** \u2026 1\u3064\u306ePDF\u304c\u8907\u6570\u306e\u67a0\u3092\u5b9a\u3081\u3066\u3044\u308b\u5834\u5408\u3001`placement` \u306b\u5168\u90e8\u306e\u67a0\u3092\u4e26\u3079\u307e\u3059\n2. **\u7248\u3068\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u4ed8\u3051\u308b** \u2026 \u304a\u77e5\u3089\u305b\u306e\u30e1\u30fc\u30eb\u3068\u898f\u5b9a\u306e\u8868\u7d19\u304b\u3089\u3001\u7248\u3054\u3068\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u66f8\u304d\u3001\u524d\u306e\u7248\u306b `effective_to` \u3092\u66f8\u304d\u307e\u3059\n3. **Web\u30da\u30fc\u30b8\u306e\u898f\u5b9a\u306f\u5199\u3057\u3092\u53d6\u308b** \u2026 \u30da\u30fc\u30b8\u306e\u66f4\u65b0\u65e5\u304c\u5909\u308f\u3063\u305f\u3089\u3001\u305d\u306e\u65e5\u306e\u30da\u30fc\u30b8\u3092HTML\u3067\u4fdd\u5b58\u3057\u3001`captured_at` \u3092\u4ed8\u3051\u307e\u3059\n4. **\u78ba\u8a8d\u8a18\u9332\u3092\u6574\u3048\u308b** \u2026 \u5a92\u4f53\u62c5\u5f53\u306e\u30e1\u30e2\u304b\u3089\u3001\u8cea\u554f\u3068\u5a92\u4f53\u793e\u306e\u7b54\u3048\u3092\u62fe\u3044\u3001\u78ba\u304b\u3081\u305f\u65e5\u3068\u76f8\u624b\u306e\u90e8\u7f72\u3092\u4ed8\u3051\u30661\u4ef6\u305a\u3064\u6587\u66f8\u306b\u3057\u307e\u3059\u3002\u5e83\u544a\u4e3b\u306e\u540d\u524d\u306f\u5916\u3057\u307e\u3059\n5. **\u6587\u5b57\u6570\u306e\u6570\u3048\u65b9\u306e\u8868\u3092\u4f5c\u308b** \u2026 \u5a92\u4f53\u3054\u3068\u306b\u3001\u534a\u89d2\u3068\u5168\u89d2\u3092\u540c\u3058\u306b\u6570\u3048\u308b\u304b\u3001\u6539\u884c\u3084\u8a18\u53f7\u3092\u3069\u3046\u6570\u3048\u308b\u304b\u3092\u3001\u898f\u5b9a\u306e\u539f\u6587\u304b\u3089\u8d77\u3053\u3057\u307e\u3059\n6. **\u8cea\u554f\u306e\u6587\u304b\u3089\u5e83\u544a\u4e3b\u306e\u540d\u524d\u3092\u5916\u3059** \u2026 \u63b2\u8f09\u524d\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u540d\u524d\u3084\u5546\u54c1\u540d\u304c\u5165\u3063\u3066\u3044\u305f\u3089\u3001\u691c\u7d22\u306e\u8cea\u554f\u6587\u304b\u3089\u5916\u3057\u307e\u3059\n\n**2\u756a\u76ee\u306e\u4f5c\u696d\u304c\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u65b0\u3057\u3044\u7248\u3092\u7f6e\u304f\u3068\u304d\u306b\u524d\u306e\u7248\u306e `effective_to` \u3092\u66f8\u304d\u5fd8\u308c\u308b\u3068\u3001**\u65b0\u65e7\u306e\u4e21\u65b9\u304c\u540c\u3058\u63b2\u8f09\u65e5\u3067\u5f15\u304b\u308c\u307e\u3059\u3002** \u7f6e\u304f\u3068\u304d\u306e\u624b\u9806\u306b\u300c\u524d\u306e\u7248\u3092\u9589\u3058\u308b\u300d\u3092\u5165\u308c\u3066\u304a\u304d\u307e\u3059\u3002\n\n**5\u756a\u76ee\u306e\u8868\u306f\u3001AI\u306b\u6587\u5b57\u6570\u3092\u6570\u3048\u3055\u305b\u306a\u3044\u305f\u3081\u306b\u4f5c\u308a\u307e\u3059\u3002** \u300c\u534a\u89d2\u5168\u89d2\u554f\u308f\u305a\u300d\u304b\u3069\u3046\u304b\u3067\u540c\u3058\u539f\u7a3f\u306e\u6570\u3048\u65b9\u304c\u5909\u308f\u308b\u306e\u3067\u3001**\u6570\u3048\u65b9\u306f\u5024\u3068\u3057\u3066\u6301\u3061\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6570\u3048\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u305d\u306e\u5a92\u4f53\u30fb\u305d\u306e\u67a0\u306e\u5165\u7a3f\u898f\u5b9a\u3068\u78ba\u8a8d\u8a18\u9332\u304b\u3089\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3057\u3001\u7248\u306e\u60c5\u5831\u3092\u4ed8\u3051\u3066\u5f15\u7528\u3057\u3001\u56de\u7b54\u6848\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3059 | \u8cea\u554f\u306e\u7a2e\u985e\u306b\u95a2\u4fc2\u3059\u308b\u8a18\u8ff0\uff08\u30b5\u30a4\u30ba\u306e\u8868\u3001\u6587\u5b57\u6570\u3001\u5f62\u5f0f\u30fb\u5bb9\u91cf\u3001\u7de0\u5207\u3001\u5be9\u67fb\u306e\u624b\u9806\uff09 |\n| \u539f\u6587\u3092\u5f15\u7528\u3059\u308b | \u6570\u5024\u3068\u5358\u4f4d\u3092\u3001\u898f\u5b9a\u306b\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059 |\n| \u7248\u3092\u793a\u3059 | \u5f15\u3044\u305f\u6587\u66f8\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3068\u3001\u5199\u3057\u3092\u53d6\u3063\u305f\u65e5 |\n| \u8db3\u308a\u306a\u3044\u6761\u4ef6\u3092\u6319\u3052\u308b | \u898f\u5b9a\u3092\u5f53\u3066\u306f\u3081\u308b\u305f\u3081\u306b\u3001\u5236\u4f5c\u62c5\u5f53\u304c\u6c7a\u3081\u308b\u3079\u304d\u3053\u3068\uff08\u30ab\u30e9\u30fc\u304b\u30e2\u30ce\u30af\u30ed\u304b\u3001\u9759\u6b62\u753b\u304b\u52d5\u753b\u304b\uff09 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5be9\u67fb\u3092\u901a\u308b\u304b\u306e\u5224\u65ad | \u5a92\u4f53\u793e\u304c\u6c7a\u3081\u308b\u3002\u898f\u5b9a\u306e\u8a72\u5f53\u7b87\u6240\u3092\u793a\u3059\u307e\u3067\u306b\u3068\u3069\u3081\u308b |\n| \u6570\u5024\u306e\u63db\u7b97\u3084\u8a00\u3044\u63db\u3048 | \u300cpixel\u300d\u3092\u300c\u30d4\u30af\u30bb\u30eb\u7a0b\u5ea6\u300d\u3001\u300c\u534a\u89d2\u5168\u89d2\u554f\u308f\u305a\u300d\u3092\u300c\u5168\u89d2\u300d\u306b\u3057\u306a\u3044 |\n| \u6587\u5b57\u6570\u3092\u6570\u3048\u308b\u3053\u3068 | \u5a92\u4f53\u3054\u3068\u306e\u6570\u3048\u65b9\u306e\u8868\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6570\u3048\u308b |\n| \u5225\u306e\u5a92\u4f53\u30fb\u5225\u306e\u67a0\u306e\u898f\u5b9a\u3067\u88dc\u3046 | \u5a92\u4f53\u3068\u67a0\u3067\u6570\u5024\u304c\u9055\u3046 |\n| \u4e00\u822c\u7684\u306a\u5e83\u544a\u306e\u6163\u884c\u3067\u88dc\u3046 | \u300c\u4e00\u822c\u306b\u30d0\u30ca\u30fc\u306f\u300d\u3068\u66f8\u304f\u3068\u3001\u6839\u62e0\u306e\u7121\u3044\u56de\u7b54\u306b\u306a\u308b |\n\n**4\u3064\u76ee\u306e\u300c\u8db3\u308a\u306a\u3044\u6761\u4ef6\u3092\u6319\u3052\u308b\u300d\u304c\u3001\u5236\u4f5c\u306e\u73fe\u5834\u306b\u3044\u3061\u3070\u3093\u52b9\u304d\u307e\u3059\u3002** \u65b0\u805e\u306e\u51685\u6bb5\u306e\u5165\u7a3f\u5f62\u5f0f\u306f\u3001\u30ab\u30e9\u30fc\u3068\u30e2\u30ce\u30af\u30ed\u3067\u5225\u306e\u8868\u3067\u3059\u3002**\u4f55\u3092\u6c7a\u3081\u308c\u3070\u7b54\u3048\u304c1\u3064\u306b\u306a\u308b\u304b\u304c\u5206\u304b\u308c\u3070\u3001\u540c\u3058\u8cea\u554f\u30922\u5ea6\u56de\u3055\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8a2d\u5b9a\u306f\u6b21\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u898f\u5b9a\u3068\u78ba\u8a8d\u8a18\u9332\u306b\u51fa\u5178\u3092\u4ed8\u3051\u308b\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u4fc2\u306e\u8584\u3044\u8a18\u8ff0\u3067\u7b54\u3048\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u8cea\u554f\u3067\u306a\u3044\u66f8\u304d\u8fbc\u307f\u306b\u7b54\u3048\u306a\u3044 |\n| `filter` | \u5a92\u4f53\u3001\u67a0\u3001\u63b2\u8f09\u958b\u59cb\u65e5 | \u305d\u306e\u5a92\u4f53\u30fb\u305d\u306e\u67a0\u306e\u52b9\u529b\u306e\u3042\u308b\u7248\u3060\u3051\u3092\u5f15\u304f |\n| `includeGroundingSupports` | \u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b |\n| `answerLanguageCode` | `ja` | \u65e5\u672c\u8a9e\u3067\u7b54\u3048\u3055\u305b\u308b |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5e83\u544a\u4f1a\u793e\u306e\u5a92\u4f53\u62c5\u5f53\u3068\u3057\u3066\u3001\u5236\u4f5c\u62c5\u5f53\u3084\u30c7\u30b6\u30a4\u30ca\u30fc\u304b\u3089\u306e\n\u5165\u7a3f\u898f\u5b9a\u306e\u8cea\u554f\u306b\u3001\u5a92\u4f53\u306e\u5165\u7a3f\u898f\u5b9a\u3068\u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u3092\u6839\u62e0\u306b\n\u56de\u7b54\u6848\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\u8aad\u3080\u306e\u306f\u5236\u4f5c\u306e\u73fe\u5834\u306e\u62c5\u5f53\u8005\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u5a92\u4f53\u3001\u67a0\u3001\u63b2\u8f09\u958b\u59cb\u65e5\u3001\u8cea\u554f\u306e\u7a2e\u985e\u304c\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\n\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u305d\u306e\u5a92\u4f53\u30fb\u305d\u306e\u67a0\u306e\u3001\u63b2\u8f09\u958b\u59cb\u65e5\u306b\u52b9\u529b\u306e\u3042\u308b\n\u5165\u7a3f\u898f\u5b9a\u30fb\u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u3068\u3001\u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u3060\u3051\u3067\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u8cea\u554f\u306b\u95a2\u4fc2\u3059\u308b\u8a18\u8ff0\u3092\u3001\u6587\u66f8\u306e\u540d\u524d\u3068\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3066\u3001\n   \u672c\u6587\u306e\u307e\u307e\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6570\u5024\u3068\u5358\u4f4d\u306f\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n2. \u5f15\u7528\u3057\u305f\u6587\u66f8\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u3068\u898f\u5b9a\u306e\u672c\u6587\u3067\u8a18\u8ff0\u304c\u9055\u3046\u3068\u304d\u306f\u3001\u4e21\u65b9\u3092\u5f15\u7528\u3057\u3001\n   \u304a\u77e5\u3089\u305b\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n4. \u898f\u5b9a\u3092\u5f53\u3066\u306f\u3081\u308b\u305f\u3081\u306b\u3001\u5236\u4f5c\u62c5\u5f53\u304c\u6c7a\u3081\u308b\u3079\u304d\u3053\u3068\n   \uff08\u30ab\u30e9\u30fc\u304b\u30e2\u30ce\u30af\u30ed\u304b\u3001\u9759\u6b62\u753b\u304b\u52d5\u753b\u304b\u306a\u3069\uff09\u304c\u3042\u308c\u3070\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n5. \u6700\u5f8c\u306b\u3001\u5f15\u7528\u304b\u3089\u8aad\u3081\u308b\u7bc4\u56f2\u3067\u56de\u7b54\u6848\u30922\u301c3\u6587\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u8a18\u8ff0\u3001\u5225\u306e\u5a92\u4f53\u30fb\u5225\u306e\u67a0\u306e\u8a18\u8ff0\u3067\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6570\u5024\u3092\u63db\u7b97\u30fb\u4e38\u3081\u30fb\u8a00\u3044\u63db\u3048\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u534a\u89d2\u5168\u89d2\u554f\u308f\u305a\u300d\u300cpixel\u300d\u300c\u4ee5\u5185\u300d\u306a\u3069\u306e\u8a9e\u3082\u539f\u6587\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u539f\u7a3f\u306e\u6587\u5b57\u6570\u3092\u6570\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8868\u73fe\u304c\u5be9\u67fb\u3092\u901a\u308b\u304b\u3001\u63b2\u8f09\u3067\u304d\u308b\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5be9\u67fb\u306e\u624b\u9806\u3068\u63d0\u51fa\u306e\u6642\u671f\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u305d\u308c\u3060\u3051\u3092\u5f15\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332\u3060\u3051\u304c\u6839\u62e0\u306e\u3068\u304d\u306f\u3001\u305d\u306e\u3053\u3068\u3068\u78ba\u304b\u3081\u305f\u65e5\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4e00\u822c\u7684\u306a\u5e83\u544a\u306e\u6163\u884c\u3084\u4ed6\u306e\u5a92\u4f53\u306e\u4f8b\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u8a18\u8ff0\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u8a72\u5f53\u3059\u308b\u8a18\u8ff0\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u5a92\u4f53\u62c5\u5f53\u304c\u78ba\u8a8d\u3057\u307e\u3059\u300d\n  \u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5e83\u544a\u4e3b\u306e\u540d\u524d\u3084\u5546\u54c1\u540d\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u6570\u5024\u3068\u5358\u4f4d\u3092\u66f8\u304d\u63db\u3048\u306a\u3044\u300d\u30922\u304b\u6240\u306b\u66f8\u304f\u306e\u306f\u3001\u8a00\u3044\u63db\u3048\u304c\u5584\u610f\u3067\u8d77\u304d\u308b\u304b\u3089\u3067\u3059\u3002** AI\u306f\u8aad\u307f\u624b\u306b\u5206\u304b\u308a\u3084\u3059\u304f\u3057\u3088\u3046\u3068\u3057\u3066\u3001\u300c1200\u00d7628pixel\u300d\u3092\u300c\u6a2a1200\u30fb\u7e26628\u30d4\u30af\u30bb\u30eb\u300d\u3068\u66f8\u304d\u76f4\u3057\u307e\u3059\u3002\u305d\u308c\u81ea\u4f53\u306f\u8aa4\u308a\u3067\u306f\u306a\u304f\u3066\u3082\u3001**\u300c\u4ee5\u5185\u300d\u304c\u300c\u307e\u3067\u300d\u306b\u3001\u300c\u534a\u89d2\u5168\u89d2\u554f\u308f\u305a\u300d\u304c\u300c\u5168\u89d2\u300d\u306b\u5909\u308f\u3063\u305f\u77ac\u9593\u306b\u8aa4\u308a\u306b\u306a\u308a\u307e\u3059\u3002** \u539f\u6587\u306e\u307e\u307e\u5199\u3059\u3053\u3068\u3092\u3001\u4f8b\u5916\u306a\u304f\u6c42\u3081\u307e\u3059\u3002\n\n**\u300c\u5be9\u67fb\u306e\u624b\u9806\u3068\u63d0\u51fa\u306e\u6642\u671f\u3060\u3051\u3092\u5f15\u7528\u3059\u308b\u300d\u306f\u3001\u5be9\u67fb\u306e\u8cea\u554f\u3092\u6368\u3066\u306a\u3044\u305f\u3081\u3067\u3059\u3002** **\u3044\u3064\u307e\u3067\u306b\u8ab0\u3078\u4f55\u3092\u51fa\u305b\u3070\u5be9\u67fb\u3092\u53d7\u3051\u3089\u308c\u308b\u304b\u306f\u3001\u898f\u5b9a\u306b\u66f8\u304b\u308c\u305f\u4e8b\u5b9f\u3068\u3057\u3066\u7b54\u3048\u3089\u308c\u307e\u3059\u3002** \u53ef\u5426\u306f `refer` \u306b\u3057\u3066\u5a92\u4f53\u62c5\u5f53\u3078\u56de\u3057\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u8fd4\u308a\u5024\u3068\u6587\u5b57\u6570\u306e\u8a08\u6570\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  \"media_id\": \"\",\n  \"placement\": \"\",\n  \"run_date\": \"\",\n  \"question_type\": \"size | text | format | schedule | review | other\",\n  \"citations\": [\n    { \"doc_kind\": \"spec | notice | internal\", \"title\": \"\", \"heading\": \"\",\n      \"quote\": \"\", \"effective_from\": \"\", \"captured_at\": \"\", \"uri\": \"\" }\n  ],\n  \"conditions_to_decide\": [],\n  \"text_count\": { \"rule\": \"\", \"fields\": [ { \"field\": \"\", \"count\": 0, \"limit\": 0 } ] },\n  \"answer_text\": \"\",\n  \"route\": \"answer | refer\",\n  \"refer_reason\": []\n}\n```\n\n`citations` \u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306e `references` \u304b\u3089\u53d6\u308a\u307e\u3059\u3002\u516c\u5f0f\u3067\u306f\u3001`citations` \u306e `sources` \u304c `referenceId` \u3067 `references` \u3092\u6307\u3057\u3001`references` \u306e `chunkInfo` \u306b\u672c\u6587\u306e\u65ad\u7247\u3068\u6587\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304c\u5165\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\n\n`text_count` \u306fAI\u306e\u8fd4\u308a\u5024\u3092\u4f7f\u308f\u305a\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6570\u3048\u65b9\u306e\u8868\u304b\u3089\u4f5c\u308a\u307e\u3059\u3002`limit` \u3082\u6570\u3048\u65b9\u306e\u8868\u306b\u8d77\u3053\u3057\u305f\u5024\u3092\u4f7f\u3044\u3001**AI\u306e\u56de\u7b54\u306b\u66f8\u304b\u308c\u305f\u6570\u5024\u3068\u306f\u7a81\u304d\u5408\u308f\u305b\u3066\u3001\u9055\u3048\u3070 `refer` \u306b\u3057\u307e\u3059\u3002**\n\n**`route` \u306f\u6b21\u306e\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n| `refer_reason` | \u7acb\u3066\u308b\u6761\u4ef6 |\n|:--|:--|\n| `review` | \u8cea\u554f\u306e\u7a2e\u985e\u304c\u5be9\u67fb\u30fb\u8868\u73fe |\n| `no_version` | \u63b2\u8f09\u958b\u59cb\u65e5\u306b\u52b9\u304f\u7248\u304c\u7121\u3044\u3001\u307e\u305f\u306f `answerSkippedReasons` \u304c\u8fd4\u3063\u305f |\n| `internal_only` | `citations` \u306b\u898f\u5b9a\u30fb\u304a\u77e5\u3089\u305b\u304c\u7121\u304f\u3001\u78ba\u8a8d\u8a18\u9332\u3060\u3051 |\n| `notice_conflict` | \u304a\u77e5\u3089\u305b\u3068\u898f\u5b9a\u306e\u672c\u6587\u306e\u4e21\u65b9\u304c\u5f15\u304b\u308c\u3001\u8a18\u8ff0\u304c\u9055\u3046 |\n| `number_mismatch` | \u56de\u7b54\u306e\u6570\u5024\u3068\u6570\u3048\u65b9\u306e\u8868\u306e\u5024\u304c\u9055\u3046 |\n| `weak_support` | \u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u4f4e\u3044\u6587\u304c\u3042\u308b |\n\n**\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044\u3082\u306e\u3060\u3051\u304c `answer` \u3067\u3059\u3002** JSON\u306b\u3059\u308b\u7406\u7531\u306f\u3001\u3053\u306e\u632f\u308a\u5206\u3051\u3092\u898f\u5247\u3067\u884c\u3046\u305f\u3081\u3067\u3059\u3002`answer_text` \u306e\u6587\u7ae0\u3060\u3051\u3067\u306f\u3001\u78ba\u8a8d\u8a18\u9332\u3060\u3051\u304c\u6839\u62e0\u304b\u3001\u304a\u77e5\u3089\u305b\u3068\u672c\u6587\u304c\u98df\u3044\u9055\u3063\u3066\u3044\u308b\u304b\u3092\u6a5f\u68b0\u3067\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8cea\u554f\u30d5\u30a9\u30fc\u30e0 | \u30d5\u30a9\u30fc\u30e0\u306e\u9001\u4fe1\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u53d7\u3051\u308b | 6\u9805\u76ee\u3092\u53d7\u3051\u53d6\u308b |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9 | \u8a72\u5f53\u7b87\u6240\u306e\u5f15\u7528\u3068\u56de\u7b54\u6848 |\n| \u6570\u3048\u65b9\u306e\u8868 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u8a2d\u5b9a\u3068\u3057\u3066\u6301\u3064 | \u539f\u7a3f\u306e\u6587\u5b57\u6570\u3092\u6570\u3048\u308b |\n| \u793e\u5185\u30c1\u30e3\u30c3\u30c8 | \u8cea\u554f\u3057\u305f\u62c5\u5f53\u8005\u3078\u306e\u8fd4\u4fe1 | `answer` \u306e\u56de\u7b54\u3092\u8fd4\u3059 |\n| \u5a92\u4f53\u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217 | \u5171\u6709\u306e\u4e00\u89a7\u306b1\u884c\u8db3\u3059 | `refer` \u306e\u8cea\u554f\u3092\u56de\u3059 |\n| \u793e\u5185\u306e\u78ba\u8a8d\u8a18\u9332 | \u5a92\u4f53\u62c5\u5f53\u304c\u7b54\u3048\u3092\u767b\u9332 | \u7fcc\u6669\u306b\u53d6\u308a\u8fbc\u3080 |\n\n**\u5f85\u3061\u884c\u5217\u306e1\u884c\u306b\u306f\u3001\u8cea\u554f\u306e\u5185\u5bb9\u3001\u5f15\u7528\u3055\u308c\u305f\u7b87\u6240\u3001`refer_reason`\u3001\u6587\u5b57\u6570\u306e\u8a08\u6570\u3092\u4ed8\u3051\u307e\u3059\u3002** \u5a92\u4f53\u62c5\u5f53\u306f\u3001\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u3067\u306f\u306a\u304f\u3001**\u78ba\u304b\u3081\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002**\n\n**\u6848\u4ef6\u7ba1\u7406\u306e\u8868\u3068\u5a92\u4f53\u793e\u306e\u5165\u7a3f\u306e\u7a93\u53e3\u306b\u306f\u3001\u4f55\u3082\u9001\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u898f\u5b9a\u306e\u8a72\u5f53\u7b87\u6240\u3068\u56de\u7b54\u6848\u307e\u3067\u3067\u3001\u5165\u7a3f\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u306e\u306f `refer` \u306e\u8cea\u554f\u3067\u3059\u3002** `answer` \u306e\u56de\u7b54\u306f\u5236\u4f5c\u62c5\u5f53\u3078\u76f4\u63a5\u8fd4\u3057\u307e\u3059\u304c\u3001**\u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u30891\u304b\u6708\u306f\u3001\u5168\u4ef6\u3092\u5a92\u4f53\u62c5\u5f53\u304c\u898b\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059\u3002**\n\n1. **`refer_reason` \u3092\u898b\u308b** \u2026 \u5be9\u67fb\u306e\u8cea\u554f\u304b\u3001\u7248\u304c\u7121\u3044\u306e\u304b\u3001\u78ba\u8a8d\u8a18\u9332\u3060\u3051\u304c\u6839\u62e0\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u7248\u304c\u7121\u3044\u3082\u306e\u306f\u3001\u7248\u306e\u767b\u9332\u6f0f\u308c\u3092\u5148\u306b\u7591\u3046** \u2026 \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3068\u304a\u77e5\u3089\u305b\u306e\u30e1\u30fc\u30eb\u3092\u898b\u3066\u3001\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u306a\u3044\u7248\u3092\u7f6e\u304d\u307e\u3059\n3. **\u5be9\u67fb\u306e\u8cea\u554f\u306f\u3001\u898f\u5b9a\u306e\u624b\u9806\u3092\u78ba\u304b\u3081\u3066\u5a92\u4f53\u793e\u306b\u51fa\u3059** \u2026 \u53ef\u5426\u306f\u3053\u3061\u3089\u3067\u6c7a\u3081\u305a\u3001\u5a92\u4f53\u793e\u306e\u7b54\u3048\u3092\u5f85\u3061\u307e\u3059\n4. **\u78ba\u8a8d\u8a18\u9332\u306b\u767b\u9332\u3059\u308b** \u2026 \u5a92\u4f53\u793e\u306e\u7b54\u3048\u3092\u3001\u78ba\u304b\u3081\u305f\u65e5\u3068\u76f8\u624b\u306e\u90e8\u7f72\u3092\u4ed8\u3051\u3066\u767b\u9332\u3057\u307e\u3059\n\n**1\u304b\u6708\u306e\u5168\u4ef6\u78ba\u8a8d\u3067\u898b\u308b\u306e\u306f\u3001`answer` \u3067\u8fd4\u3057\u305f\u3082\u306e\u306e\u4e2d\u306b\u3001\u5a92\u4f53\u62c5\u5f53\u304c\u898b\u308c\u3070 `refer` \u306b\u3057\u305f\u3082\u306e\u304c\u7121\u3044\u304b\u3067\u3059\u3002** \u3042\u308c\u3070\u3001\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u304c\u8db3\u308a\u3066\u3044\u307e\u305b\u3093\u3002**1\u5272\u3092\u8d85\u3048\u308b\u306a\u3089\u3001`answer` \u306e\u76f4\u63a5\u306e\u8fd4\u4fe1\u3092\u59cb\u3081\u307e\u305b\u3093\u3002**\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d5\u30a9\u30fc\u30e0\u306e\u5fc5\u9808\u9805\u76ee\u304c\u6b20\u3051\u3066\u3044\u308b | \u9001\u4fe1\u3067\u304d\u306a\u3044\u3088\u3046\u306b\u3059\u308b |\n| \u63b2\u8f09\u958b\u59cb\u65e5\u306b\u52b9\u304f\u7248\u304c\u7121\u3044 | \u7d5e\u308a\u8fbc\u307f\u3092\u5916\u3055\u305a `no_version` \u3067\u5a92\u4f53\u62c5\u5f53\u3078\u3002**\u7248\u306e\u767b\u9332\u6f0f\u308c\u3092\u7591\u3046** |\n| \u6539\u5b9a\u306e\u304a\u77e5\u3089\u305b\u304c\u5c4a\u3044\u305f\u304c\u672c\u6587\u306e\u65b0\u7248\u304c\u307e\u3060 | \u304a\u77e5\u3089\u305b\u3092\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u4ed8\u304d\u3067\u53d6\u308a\u8fbc\u307f\u3001`notice_conflict` \u3067\u4e21\u65b9\u3092\u793a\u3059 |\n| \u67a0\u306e\u4e00\u89a7\u306b\u7121\u3044\u67a0\u306e\u8cea\u554f | \u5a92\u4f53\u62c5\u5f53\u3078\u56de\u3057\u3001\u67a0\u306e\u4e00\u89a7\u306b\u8db3\u3059\u304b\u3092\u6c7a\u3081\u308b |\n| \u56de\u7b54\u306e\u6570\u5024\u3068\u6570\u3048\u65b9\u306e\u8868\u304c\u9055\u3046 | `number_mismatch` \u3067\u5a92\u4f53\u62c5\u5f53\u3078\u3002**\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u3092\u539f\u6587\u3067\u78ba\u304b\u3081\u308b** |\n| \u8cea\u554f\u306b\u5e83\u544a\u4e3b\u306e\u540d\u524d\u30fb\u5546\u54c1\u540d\u304c\u3042\u308b | \u691c\u7d22\u306e\u8cea\u554f\u6587\u304b\u3089\u5916\u3059 |\n| \u63b2\u8f09\u671f\u9593\u304c\u6539\u5b9a\u65e5\u3092\u307e\u305f\u3050 | \u63b2\u8f09\u958b\u59cb\u65e5\u3068\u7d42\u4e86\u65e5\u306e\u4e21\u65b9\u3067\u547c\u3073\u3001\u7d50\u679c\u3092\u4e26\u3079\u308b |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3057\u305f | \u5236\u4f5c\u62c5\u5f53\u306b\u300c\u53d7\u3051\u4ed8\u3051\u307e\u3057\u305f\u3002\u5a92\u4f53\u62c5\u5f53\u304b\u3089\u8fd4\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u5f85\u3061\u884c\u5217\u3078 |\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u306e\u5185\u5bb9\uff086\u9805\u76ee\uff09\u3001\u8cea\u554f\u3057\u305f\u62c5\u5f53\u8005\u3068\u6848\u4ef6\u756a\u53f7\u3001\u65e5\u6642\n- answer \u30e1\u30bd\u30c3\u30c9\u3078\u306e\u8981\u6c42\uff08\u7d5e\u308a\u8fbc\u307f\u306e\u6761\u4ef6\u3001`preamble` \u306e\u7248\uff09\u3068\u8fd4\u308a\u5024\u306e\u5168\u6587\n- \u5f15\u7528\u3057\u305f\u6587\u66f8\u306e\u7248\uff08\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3001\u5199\u3057\u3092\u53d6\u3063\u305f\u65e5\uff09\n- \u6587\u5b57\u6570\u306e\u8a08\u6570\u306b\u4f7f\u3063\u305f\u6570\u3048\u65b9\u306e\u8868\u306e\u7248\u3068\u3001\u6570\u3048\u305f\u7d50\u679c\n- `route` \u3068 `refer_reason`\u3001\u5a92\u4f53\u62c5\u5f53\u306e\u78ba\u8a8d\u306e\u7d50\u679c\u3068\u3001\u5a92\u4f53\u793e\u306e\u7b54\u3048\n- \u5236\u4f5c\u62c5\u5f53\u3078\u8fd4\u3057\u305f\u56de\u7b54\u3068\u3001\u8fd4\u3057\u305f\u65e5\u6642\n\n**\u5f15\u7528\u3057\u305f\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5165\u7a3f\u3067\u623b\u3055\u308c\u305f\u3068\u304d\u306b\u3001\u6539\u5b9a\u306e\u901a\u77e5\u306e\u9045\u308c\u304b\u65e7\u3044\u7248\u3067\u306e\u5236\u4f5c\u304b\u3092\u5207\u308a\u5206\u3051\u308b\u305f\u3081\u3067\u3059\u3002**","minimal_setup":"1. \u8cea\u554f\u306e\u591a\u3044\u5a92\u4f53\u30923\u3064\u9078\u3073\u3001\u305d\u306e\u5165\u7a3f\u898f\u5b9a\u306e\u3044\u307e\u306e\u7248\u3068\u524d\u306e\u7248\u3092\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u96c6\u3081\u308b\n2. \u904e\u53bb2\u304b\u6708\u306e\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u3001\u305d\u306e3\u5a92\u4f53\u3078\u306e\u8cea\u554f\u3068\u5a92\u4f53\u62c5\u5f53\u306e\u7b54\u3048\u309220\u4ef6\u62fe\u3046\uff08**\u6539\u5b9a\u306e\u524d\u5f8c\u3092\u307e\u305f\u3050\u8cea\u554f\u3001\u5be9\u67fb\u306e\u8cea\u554f\u3092\u6570\u4ef6\u5165\u308c\u308b**\uff09\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u898f\u5b9a\u3092\u8cbc\u308a\u3001\u8cea\u554f\u30921\u4ef6\u305a\u3064\u3001\u5a92\u4f53\u30fb\u67a0\u30fb\u63b2\u8f09\u958b\u59cb\u65e5\u3092\u6dfb\u3048\u3066\u5165\u308c\u308b\n4. \u7b2c7\u7ae0\u306e\u6307\u793a\u3092\u8cbc\u308a\u3001\u300c\u539f\u6587\u306e\u307e\u307e\u5f15\u7528\u3057\u3001\u6570\u5024\u3092\u8a00\u3044\u63db\u3048\u305a\u3001\u5be9\u67fb\u306e\u53ef\u5426\u3092\u66f8\u304b\u306a\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u56de\u7b54\u6848\u3092\u3001\u5f53\u6642\u306e\u5a92\u4f53\u62c5\u5f53\u306e\u7b54\u3048\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u7b54\u3048\u3068\u540c\u3058\u7b87\u6240\u3092\u3001\u540c\u3058\u7248\u304b\u3089\u5f15\u7528\u3057\u305f | **\u691c\u7d22\u57fa\u76e4\u3078\u306e\u53d6\u308a\u8fbc\u307f\u306b\u9032\u3080** |\n| \u6570\u5024\u3092\u8a00\u3044\u63db\u3048\u305f\u3001\u5225\u306e\u7248\u304b\u3089\u5f15\u7528\u3057\u305f | \u6307\u793a\u3067\u76f4\u308b\u304b\u8a66\u3059\u3002**\u76f4\u3089\u306a\u3051\u308c\u3070\u6570\u5024\u306e\u7a81\u304d\u5408\u308f\u305b\u3068\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u6700\u521d\u304b\u3089\u4f5c\u308b** |\n| \u898f\u5b9a\u306b\u7121\u3044\u3053\u3068\u3092\u4e00\u822c\u8ad6\u3067\u7b54\u3048\u305f | \u78ba\u8a8d\u8a18\u9332\u3092\u8cbc\u308a\u8db3\u3059\u3002**\u5a92\u4f53\u793e\u306b\u78ba\u304b\u3081\u305f\u7b54\u3048\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u306a\u3089\u3001\u6b8b\u3059\u306e\u304c\u5148** |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001\u5a92\u4f53\u62c5\u5f53\u304c\u7b54\u3048\u3066\u3044\u308b\u5185\u5bb9\u306e\u3046\u3061\u3001\u3069\u308c\u304c\u898f\u5b9a\u306b\u7121\u304f\u62c5\u5f53\u306e\u8a18\u61b6\u306b\u3060\u3051\u3042\u308b\u304b\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002","minimal_setup_short":"3\u5a92\u4f53\u306e\u898f\u5b9a\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\u5168\u5a92\u4f53\u306e\u898f\u5b9a\u3068\u78ba\u8a8d\u8a18\u9332\u3092\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u3001\u5a92\u4f53\u62c5\u5f53\u304c\u691c\u7d22\u753b\u9762\u3067\u8cea\u554f\u3092\u5165\u308c\u308b \uff0f \u5a92\u4f53\u30fb\u67a0\u30fb\u63b2\u8f09\u65e5\u3067\u7d5e\u3063\u305f\u691c\u7d22\u3068\u56de\u7b54\u6848\u3002\u8fd4\u4fe1\u306f\u4eba","full_setup":"\u4e0a\u8a18\uff0b\u8cea\u554f\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u691c\u7d22\u3057\u3001\u6587\u5b57\u6570\u3092\u6570\u3048\u3001`answer` \u306f\u5236\u4f5c\u62c5\u5f53\u3078\u76f4\u63a5\u8fd4\u3059 \uff0f \u8cea\u554f\u306e\u53d7\u4ed8\u304b\u3089\u56de\u7b54\u3001\u5a92\u4f53\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** \u6570\u5341\u5a92\u4f53\u306e\u898f\u5b9a\u3092\u6bce\u56de\u8cbc\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u306e\u3067\u3001**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u300115\u5206\u304c8\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u63a2\u3059\u6642\u9593\u3068\u7248\u3092\u78ba\u304b\u3081\u308b\u6642\u9593\u306f\u6e1b\u308a\u307e\u3059\u304c\u3001\u5a92\u4f53\u62c5\u5f53\u304c\u5168\u4ef6\u3092\u8aad\u3093\u3067\u8fd4\u3059\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30674\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`answer` \u306e\u8cea\u554f\u306b\u5a92\u4f53\u62c5\u5f53\u306e\u624b\u304c\u304b\u304b\u3089\u306a\u304f\u306a\u308b\u3053\u3068\u3067\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u65e7\u3044\u7248\u306e\u898f\u5b9a\u3067\u7b54\u3048\u308b | **\u63b2\u8f09\u958b\u59cb\u65e5**\u3067\u52b9\u529b\u306e\u3042\u308b\u7248\u3092\u9078\u3076\u3002\u524d\u306e\u7248\u306e `effective_to` \u3092\u5fc5\u305a\u66f8\u304f |\n| \u6570\u5024\u304c\u8a00\u3044\u63db\u3048\u3089\u308c\u308b | \u539f\u6587\u306e\u307e\u307e\u5199\u3059\u3088\u3046\u6307\u793a\u3057\u3001**\u6570\u3048\u65b9\u306e\u8868\u306e\u5024\u3068\u7a81\u304d\u5408\u308f\u305b\u308b** |\n| \u5225\u306e\u67a0\u306e\u30b5\u30a4\u30ba\u3067\u7b54\u3048\u308b | `placement` \u3067\u7d5e\u308a\u8fbc\u3080 |\n| Web\u30da\u30fc\u30b8\u306e\u898f\u5b9a\u306e\u524d\u306e\u7248\u304c\u6d88\u3048\u308b | \u66f4\u65b0\u65e5\u3092\u6bce\u6708\u898b\u3066\u3001\u5909\u308f\u3063\u305f\u3089\u5199\u3057\u3092\u53d6\u308b |\n| \u304a\u77e5\u3089\u305b\u304c\u672c\u6587\u3088\u308a\u5f8c\u306b\u52b9\u304f | \u304a\u77e5\u3089\u305b\u3092\u5225\u306e\u6587\u66f8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u3001\u4e21\u65b9\u3092\u793a\u3059 |\n| \u5be9\u67fb\u306e\u53ef\u5426\u3092\u7b54\u3048\u3066\u3057\u307e\u3046 | \u5be9\u67fb\u306e\u8cea\u554f\u306f `refer`\u3002\u624b\u9806\u3068\u6642\u671f\u3060\u3051\u3092\u5f15\u7528\u3055\u305b\u308b |\n| \u78ba\u8a8d\u8a18\u9332\u3060\u3051\u3067\u7b54\u3048\u3066\u53e4\u3044\u7b54\u3048\u304c\u8fd4\u308b | \u78ba\u8a8d\u8a18\u9332\u3060\u3051\u304c\u6839\u62e0\u306e\u3082\u306e\u306f `refer` |\n| \u9805\u76ee\u3067\u7d5e\u308a\u8fbc\u3081\u306a\u3044 | \u30b9\u30ad\u30fc\u30de\u3067\u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b |\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\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u3001\u5165\u7a3f\u3067\u623b\u3055\u308c\u308b\u30c7\u30fc\u30bf\u3092\u4f5c\u3089\u305b\u308b\u8aa4\u308a\u3067\u3059\u3002**\u7248\u306e\u9078\u3073\u65b9\u3068\u6570\u5024\u306e\u7a81\u304d\u5408\u308f\u305b\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** \u5a92\u4f53\u306e\u5165\u7a3f\u898f\u5b9a\uff08\u516c\u958b\u306e\u3082\u306e\u3068\u3001\u53d6\u5f15\u5148\u306b\u3060\u3051\u6e21\u3055\u308c\u308b\u3082\u306e\uff09\u3001\u5a92\u4f53\u793e\u3078\u306e\u78ba\u8a8d\u306e\u8a18\u9332\u3001\u5236\u4f5c\u306e\u73fe\u5834\u304b\u3089\u306e\u8cea\u554f\uff08\u63b2\u8f09\u524d\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u540d\u524d\u3084\u539f\u7a3f\u3092\u542b\u307f\u3046\u308b\uff09\u3067\u3059\u3002\n\n1. **\u5a92\u4f53\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u898f\u5b9a\u3092\u3001\u793e\u5185\u306e\u691c\u7d22\u306b\u4f7f\u3063\u3066\u3088\u3044\u304b\u3092\u78ba\u304b\u3081\u308b** \u2026 \u516c\u958b\u3055\u308c\u3066\u3044\u306a\u3044\u898f\u5b9a\u3084\u5a92\u4f53\u8cc7\u6599\u306f\u3001\u53d6\u5f15\u5148\u306b\u9650\u3063\u3066\u6e21\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u5199\u3057\u3092\u4fdd\u7ba1\u3057\u3066\u691c\u7d22\u306b\u4f7f\u3046\u3053\u3068\u3092\u3001\u5a92\u4f53\u793e\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306b\u7167\u3089\u3057\u3066\u78ba\u304b\u3081\u3066\u304b\u3089\u53d6\u308a\u8fbc\u307f\u307e\u3059**\n2. **\u63b2\u8f09\u524d\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u5165\u308c\u306a\u3044** \u2026 \u539f\u7a3f\u306e\u6587\u3068\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u540d\u524d\u306f\u3001\u63b2\u8f09\u307e\u3067\u5e83\u544a\u4e3b\u306e\u79d8\u5bc6\u3067\u3059\u3002**\u539f\u7a3f\u306f\u6587\u5b57\u6570\u306e\u8a08\u6570\u306b\u3060\u3051\u4f7f\u3044\u3001\u691c\u7d22\u306e\u8cea\u554f\u6587\u3068\u78ba\u8a8d\u8a18\u9332\u304b\u3089\u306f\u5916\u3057\u307e\u3059**\n3. **\u5be9\u67fb\u306e\u53ef\u5426\u3092\u7b54\u3048\u306a\u3044** \u2026 \u8868\u73fe\u304c\u63b2\u8f09\u3067\u304d\u308b\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u5a92\u4f53\u793e\u3067\u3059\u3002**AI\u306e\u56de\u7b54\u3092\u5be9\u67fb\u306e\u898b\u8fbc\u307f\u3068\u3057\u3066\u5e83\u544a\u4e3b\u306b\u4f1d\u3048\u306a\u3044\u3088\u3046\u3001\u5236\u4f5c\u62c5\u5f53\u306b\u5468\u77e5\u3057\u307e\u3059**\n4. **\u78ba\u8a8d\u8a18\u9332\u304b\u3089\u5e83\u544a\u4e3b\u306e\u540d\u524d\u3092\u5916\u3059** \u2026 \u5225\u306e\u5e83\u544a\u4e3b\u306e\u6848\u4ef6\u306e\u8cea\u554f\u306b\u3001\u4ed6\u793e\u306e\u540d\u524d\u304c\u51fa\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\n5. **\u30c7\u30fc\u30bf\u306e\u7f6e\u304d\u5834\u6240\u3092\u78ba\u304b\u3081\u308b** \u2026 \u8cea\u554f\u306e\u8a18\u9332\u3092\u5916\u90e8\u306e\u30af\u30e9\u30a6\u30c9\u306b\u7f6e\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u30ea\u30fc\u30b8\u30e7\u30f3\u3068\u3001\u5e83\u544a\u4e3b\u3068\u306e\u79d8\u5bc6\u4fdd\u6301\u306e\u53d6\u308a\u6c7a\u3081\u3092\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**\u65e7\u3044\u7248\u3084\u5225\u306e\u67a0\u306e\u898f\u5b9a\u3067\u4f5c\u3063\u305f\u30c7\u30fc\u30bf\u304c\u5165\u7a3f\u3067\u623b\u308b\u3053\u3068\u3068\u3001\u5be9\u67fb\u306e\u898b\u8fbc\u307f\u3092\u8aa4\u3063\u3066\u4f1d\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u524d\u8005\u306f\u7248\u3068\u67a0\u306e\u7d5e\u308a\u8fbc\u307f\u3067\u3001\u5f8c\u8005\u306f\u5be9\u67fb\u306e\u8cea\u554f\u3092\u5fc5\u305a\u4eba\u306b\u56de\u3059\u898f\u5247\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u65b0\u805e\u30fb\u96d1\u8a8c\u30fb\u4ea4\u901a\u5e83\u544a\u30fbWeb\u5e83\u544a\u306a\u3069\u6570\u5341\u306e\u5a92\u4f53\u306b\u51fa\u7a3f\u3057\u3001\u5a92\u4f53\u3054\u3068\u30fb\u67a0\u3054\u3068\u306e\u5165\u7a3f\u898f\u5b9a\u3092PDF\u3084Web\u30da\u30fc\u30b8\u3067\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\u5e83\u544a\u4f1a\u793e\u3084\u3001\u5e83\u544a\u3092\u5185\u88fd\u3057\u3066\u3044\u308b\u5c0f\u58f2\u30fbEC\u4e8b\u696d\u8005\u3002\u5236\u4f5c\u62c5\u5f53\u3084\u30c7\u30b6\u30a4\u30ca\u30fc\u304b\u3089\u5a92\u4f53\u62c5\u5f53\u3078\u306e\u300c\u3053\u306e\u30b5\u30a4\u30ba\u306f\u300d\u300c\u4f55\u6587\u5b57\u307e\u3067\u300d\u300c\u7de0\u5207\u306f\u3044\u3064\u300d\u306e\u8cea\u554f\u304c\u6bce\u6708\u767e\u4ef6\u3092\u8d85\u3048\u3001\u7b54\u3048\u3089\u308c\u308b\u4eba\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u3002\u5a92\u4f53\u306e\u898f\u5b9a\u304c\u5e74\u306b\u4f55\u5ea6\u3082\u6539\u5b9a\u3055\u308c\u3001\u3069\u306e\u7248\u3067\u4f5c\u3063\u305f\u304b\u304c\u5f8c\u304b\u3089\u5206\u304b\u3089\u306a\u304f\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u51fa\u7a3f\u3059\u308b\u5a92\u4f53\u304c\u6570\u5a92\u4f53\u306b\u9650\u3089\u308c\u3001\u898f\u5b9a\u3092\u62c5\u5f53\u8005\u304c\u899a\u3048\u3066\u3044\u3089\u308c\u308b\u5834\u5408\u3002\u8868\u73fe\u304c\u5a92\u4f53\u306e\u5be9\u67fb\u3092\u901a\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u3092AI\u306b\u4efb\u305b\u305f\u3044\u5834\u5408\uff08\u5be9\u67fb\u306e\u53ef\u5426\u3092\u6c7a\u3081\u308b\u306e\u306f\u5a92\u4f53\u793e\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u898f\u5b9a\u306e\u8a72\u5f53\u7b87\u6240\u3092\u793a\u3059\u3068\u3053\u308d\u307e\u3067\u3067\u3059\uff09\u3002\u5a92\u4f53\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u898f\u5b9a\u306e\u5199\u3057\u3092\u793e\u5185\u3067\u4fdd\u7ba1\u30fb\u691c\u7d22\u306b\u4f7f\u3046\u3053\u3068\u3092\u5a92\u4f53\u793e\u304c\u8a8d\u3081\u3066\u3044\u306a\u3044\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a\u8cea\u554f\u306e\u591a\u3044\u5a92\u4f53\u3092\u6c7a\u3081\u3001\u898f\u5b9a\u306b\u7248\u3092\u4ed8\u3051\u308b**\n\n\u904e\u53bb2\u304b\u6708\u306e\u8cea\u554f\u3092\u6570\u3048\u3001\u8cea\u554f\u306e\u591a\u3044\u5a92\u4f53\u30923\u3064\u9078\u3073\u307e\u3059\u3002\u305d\u306e\u5a92\u4f53\u306e\u5165\u7a3f\u898f\u5b9a\u306e\u3044\u307e\u306e\u7248\u3068\u524d\u306e\u7248\u3092\u96c6\u3081\u3001**\u7248\u3054\u3068\u306e\u52b9\u529b\u306e\u59cb\u307e\u308b\u65e5\u3092\u4ed8\u3051\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a20\u4ef6\u306e\u8cea\u554f\u3067\u8a66\u3059**\n\n\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u898f\u5b9a\u3092\u8cbc\u308a\u3001\u904e\u53bb\u306e\u8cea\u554f20\u4ef6\u3092\u5165\u308c\u307e\u3059\u3002**\u6570\u5024\u3092\u8a00\u3044\u63db\u3048\u3066\u3044\u306a\u3044\u304b\u3001\u5225\u306e\u7248\u304b\u3089\u5f15\u7528\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u78ba\u8a8d\u8a18\u9332\u3068\u6570\u3048\u65b9\u306e\u8868\u3092\u4f5c\u308b**\n\n\u5a92\u4f53\u62c5\u5f53\u306e\u30e1\u30e2\u304b\u3089\u3001\u5a92\u4f53\u793e\u306b\u78ba\u304b\u3081\u305f\u7b54\u3048\u309220\u4ef6\u307b\u3069\u6587\u66f8\u306b\u3057\u307e\u3059\u30023\u5a92\u4f53\u306e\u6587\u5b57\u6570\u306e\u6570\u3048\u65b9\u3092\u3001\u898f\u5b9a\u306e\u539f\u6587\u304b\u3089\u8868\u306b\u8d77\u3053\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u5a92\u4f53\u62c5\u5f53\u304c\u4f7f\u3046**\n\n\u898f\u5b9a\u30fb\u304a\u77e5\u3089\u305b\u30fb\u78ba\u8a8d\u8a18\u9332\u3092\u53d6\u308a\u8fbc\u307f\u3001\u5a92\u4f53\u62c5\u5f53\u304c\u691c\u7d22\u753b\u9762\u3067\u8cea\u554f\u3092\u5165\u308c\u3066\u56de\u7b54\u6848\u3092\u898b\u308b\u904b\u7528\u3092\u59cb\u3081\u307e\u3059\u3002\n\n**2\u304b\u6708\u76ee\uff1a** \u8cea\u554f\u30d5\u30a9\u30fc\u30e0\u3001\u6587\u5b57\u6570\u306e\u8a08\u6570\u3001\u632f\u308a\u5206\u3051\u306e\u898f\u5247\u3092\u4f5c\u308a\u3001\u5168\u4ef6\u3092\u5a92\u4f53\u62c5\u5f53\u304c\u898b\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** `answer` \u306e\u4e2d\u306b\u5a92\u4f53\u62c5\u5f53\u304c `refer` \u306b\u3057\u305f\u3082\u306e\u304c1\u5272\u672a\u6e80\u306b\u306a\u3063\u305f\u3089\u3001`answer` \u306e\u76f4\u63a5\u306e\u8fd4\u4fe1\u3092\u59cb\u3081\u3001\u5a92\u4f53\u3092\u5e83\u3052\u307e\u3059\u3002**\u5168\u5a92\u4f53\u306e\u898f\u5b9a\u306b\u7248\u304c\u4ed8\u304d\u3001\u6539\u5b9a\u306e\u305f\u3073\u306b\u524d\u306e\u7248\u3092\u9589\u3058\u308b\u4f5c\u696d\u304c\u624b\u9806\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0725","UC-0827","UC-1082","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":7347,"slug":"ai-marketing-toha-zentai","title":"AI\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u4f55\u304b\uff1f\uff5c\u5168\u4f53\u50cf\u3068\u59cb\u3081\u308b\u9806\u756a"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u304c\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308b\u3053\u3068\u3002`includeCitations` \u306e\u65e2\u5b9a\u304c false \u3067\u3042\u308b\u3053\u3068\u3002`ignoreAdversarialQuery`\u30fb`ignoreNonAnswerSeekingQuery`\u30fb`ignoreLowRelevantContent`\u3001`preamble`\u3001`answerLanguageCode`\u3001\u691c\u7d22\u306e\u6307\u5b9a\u306e `filter`\u3002`includeGroundingSupports` \u3067\u6587\u3054\u3068\u306b 0\u301c1 \u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u304c\u8fd4\u308b\u3053\u3068\u3002`answerSkippedReasons`\u3002\u5f15\u7528\u306e `startIndex`\uff0f`endIndex` \u304c UTF-8 \u306e\u30d0\u30a4\u30c8\u5358\u4f4d\u3067\u3042\u308b\u3053\u3068\u3002`references` \u306e `chunkInfo` | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-14 |\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`AND`\uff0f`OR`\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) | 2026-10-14 |\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) | 2026-10-14 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8 \u30d1\u30fc\u30b5\u30fc\u304c\u6bb5\u843d\u30fb\u8868\u30fb\u30ea\u30b9\u30c8\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` \u3067\u898b\u51fa\u3057\u3092\u4ed8\u3051\u3089\u308c\u308b\u3053\u3068\u3002\u8868\u306e\u6ce8\u91c8\uff08table annotation\uff09\u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u8868\u3068\u8aac\u660e\u304c\u30c1\u30e3\u30f3\u30af\u306b\u5165\u308b\u3053\u3068 | [Google Cloud: Parse and chunk documents](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-14 |\n| LINE\u5e83\u544a\u306e\u5165\u7a3f\u898f\u7a0b\u306e\u30da\u30fc\u30b8\u304c\u300c2026.06.30 \u66f4\u65b0\u300d\u3068\u66f4\u65b0\u65e5\u3092\u8868\u793a\u3057\u3001\u30da\u30fc\u30b8\u4e0a\u306b\u5909\u66f4\u306e\u5c65\u6b74\u304c\u7121\u3044\u3053\u3068\u3002\u30bf\u30a4\u30c8\u30eb\u304c\u300c20\u6587\u5b57\u4ee5\u5185\uff08\u534a\u89d2\u5168\u89d2\u554f\u308f\u305a\uff09\u300d\u3001\u753b\u50cf\u304c\u300c1200\u00d7628pixel\u300d\u306a\u3069\u3068\u5b9a\u3081\u3089\u308c\u3066\u3044\u308b\u3053\u3068 | [LINE\u30e4\u30d5\u30fc for Business: LINE\u5e83\u544a\u306e\u5165\u7a3f\u898f\u7a0b](https:\/\/www.lycbiz.com\/jp\/manual\/line-ads\/policy_009) | 2026-10-14 |\n\n**\u5165\u7a3f\u898f\u5b9a\u306e\u5185\u5bb9\u3068\u5be9\u67fb\u306e\u53ef\u5426\u306f\u3001\u5404\u5a92\u4f53\u793e\u306e\u898f\u5b9a\u3068\u5224\u65ad\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Google Cloud 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