{"id":14418,"date":"2026-10-06T15:10:06","date_gmt":"2026-10-06T06:10:06","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/ec-product-spec-chat\/"},"modified":"2026-10-06T15:10:06","modified_gmt":"2026-10-06T06:10:06","slug":"ec-product-spec-chat","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/ec-product-spec-chat\/","title":{"rendered":"EC\u30b5\u30a4\u30c8\u306e\u8cfc\u5165\u524d\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u5546\u54c1\u30de\u30b9\u30bf\u3068\u4ed5\u69d8\u66f8\u30fb\u53d6\u6271\u8aac\u660e\u66f8\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u3001\u8a18\u8f09\u306e\u7121\u3044\u8cea\u554f\u3092\u62c5\u5f53\u3078\u56de\u3057\u3066\u5546\u54c1\u30da\u30fc\u30b8\u306e\u8a18\u8f09\u4e0d\u8db3\u3068\u3057\u3066\u8a18\u9332\u3059\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>EC\u30b5\u30a4\u30c8\u306e\u5546\u54c1\u30da\u30fc\u30b8\u3067\u5ba2\u304c\u30b5\u30a4\u30ba\u3084\u5bfe\u5fdc\u6a5f\u7a2e\u3092\u30c1\u30e3\u30c3\u30c8\u3067\u805e\u304f\u3068\u3001\u305d\u306e\u5546\u54c1\u306e\u30de\u30b9\u30bf\u306e\u5024\u3068\u4ed5\u69d8\u66f8\u30fb\u53d6\u6271\u8aac\u660e\u66f8\u306e\u8a18\u8f09\u304b\u3089\u3001\u51fa\u5178\u4ed8\u304d\u3067\u7b54\u3048\u307e\u3059\u3002\u8a18\u8f09\u306e\u7121\u3044\u8cea\u554f\u306f\u62c5\u5f53\u3078\u56de\u3057\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306e\u8a18\u8f09\u4e0d\u8db3\u3068\u3057\u3066\u8a18\u9332\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0519","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-06","tech_verified_date":"2026-10-06","trigger":"**\u8d77\u70b9\u306f\u3001\u5ba2\u304c\u5546\u54c1\u30da\u30fc\u30b8\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u306e\u90e8\u54c1\u306f\u3001\u30da\u30fc\u30b8\u3092\u958b\u3044\u305f\u6642\u70b9\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u3001\u9078\u3093\u3067\u3044\u308b\u8272\u30fb\u30b5\u30a4\u30ba\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002**\u5ba2\u304c\u8272\u3092\u5909\u3048\u305f\u3089\u3001\u30c1\u30e3\u30c3\u30c8\u306b\u6e21\u3059\u5024\u3082\u5909\u3048\u307e\u3059\u3002** \u8272\u3067\u7d20\u6750\u304c\u9055\u3046\u5546\u54c1\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002\n\n**1\u3064\u306e\u5546\u54c1\u306e\u8cea\u554f\u306f\u30011\u3064\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u7d9a\u3051\u307e\u3059\u3002** \u300c\u53ce\u7d0d\u3057\u305f\u3068\u304d\u306e\u5927\u304d\u3055\u306f\u300d\u306e\u3042\u3068\u306b\u300c\u91cd\u3055\u306f\u300d\u3068\u7d9a\u3051\u3066\u805e\u304b\u308c\u305f\u3068\u304d\u3001\u540c\u3058\u5546\u54c1\u306e\u8a71\u3068\u3057\u3066\u53d7\u3051\u307e\u3059\u3002**\u5225\u306e\u5546\u54c1\u306e\u30da\u30fc\u30b8\u306b\u79fb\u3063\u305f\u3089\u3001\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u59cb\u3081\u307e\u3059\u3002** \u540c\u3058\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u5546\u54c1\u304c\u5909\u308f\u308b\u3068\u3001\u524d\u306e\u5546\u54c1\u306e\u5024\u304c\u8a00\u3044\u63db\u3048\u306b\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**\u51e6\u7406\u306f\u8cea\u554f\u306e\u305f\u3073\u306b1\u4ef6\u305a\u3064\u884c\u3044\u307e\u3059\u3002** \u5ba2\u306f\u8cb7\u3044\u7269\u304b\u3054\u306e\u524d\u3067\u5f85\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u591c\u3068\u9031\u672b\u3082\u540c\u3058\u3088\u3046\u306b\u52d5\u304b\u3057\u3001\u62c5\u5f53\u3078\u56de\u3059\u3082\u306e\u3060\u3051\u304c\u7fcc\u55b6\u696d\u65e5\u306b\u306a\u308a\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u5ba2\u306e\u8cea\u554f\u306e\u6587 | \u30c1\u30e3\u30c3\u30c8 |\n| \u5546\u54c1\u306e\u7279\u5b9a | \u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u30b3\u30fc\u30c9 | \u5546\u54c1\u30da\u30fc\u30b8 |\n| \u5546\u54c1\u30de\u30b9\u30bf | \u5546\u54c1\u540d\u3001\u5bf8\u6cd5\u3001\u91cd\u3055\u3001\u7d20\u6750\u3001\u8272\u3001JAN\u30b3\u30fc\u30c9\u3001\u4ed8\u5c5e\u54c1\u306e\u6b04 | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5143\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 |\n| \u4ed5\u69d8\u66f8 | \u30e1\u30fc\u30ab\u30fc\u306e\u4ed5\u69d8\u306e\u4e00\u89a7\u3001\u5bfe\u5fdc\u6a5f\u7a2e\u3001\u8010\u8377\u91cd\u3001\u53ce\u7d0d\u6642\u306e\u5bf8\u6cd5 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306ePDF |\n| \u53d6\u6271\u8aac\u660e\u66f8 | \u4ed8\u5c5e\u54c1\u306e\u4e00\u89a7\u3001\u4f7f\u3044\u65b9\u3001\u6ce8\u610f\u4e8b\u9805\u3001\u4ea4\u63db\u90e8\u54c1 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306ePDF |\n| \u56de\u7b54\u306e\u5bfe\u8c61\u5916\u306e\u4e00\u89a7 | \u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u30fb\u8fd4\u54c1\u306a\u3069\u3001\u5225\u306e\u6848\u5185\u306b\u56de\u3059\u8a71\u984c | \u30b5\u30dd\u30fc\u30c8\u306e\u62c5\u5f53\u304c\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001PDF\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u5bfe\u5fdc\u3067\u3059\u3002** \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u540d\u524d\u304c\u5546\u54c1\u30b3\u30fc\u30c9\u3060\u3051\u3060\u3068\u3001**\u8272\u3054\u3068\u306b\u7d20\u6750\u304c\u9055\u3046\u5546\u54c1\u3067\u3001\u5225\u306e\u8272\u306e\u4ed5\u69d8\u66f8\u304c\u6839\u62e0\u306b\u306a\u308a\u307e\u3059\u3002** \u4ed5\u69d8\u66f8\u304c\u8272\u30fb\u30b5\u30a4\u30ba\u5171\u901a\u304b\u3001\u500b\u5225\u304b\u3092\u3001\u5bfe\u5fdc\u306e\u8868\u306b\u66f8\u304d\u307e\u3059\u3002\n\n**\u5546\u54c1\u30de\u30b9\u30bf\u306e\u4ed8\u5c5e\u54c1\u306e\u6b04\u306f\u3001\u7a7a\u6b04\u304c\u591a\u3044\u3082\u306e\u3067\u3059\u3002** \u7a7a\u6b04\u306f\u300c\u4ed8\u5c5e\u54c1\u304c\u7121\u3044\u300d\u3067\u306f\u306a\u304f\u300c\u5165\u529b\u3057\u3066\u3044\u306a\u3044\u300d\u306a\u306e\u3067\u3001**\u30de\u30b9\u30bf\u306e\u7a7a\u6b04\u3067\u7b54\u3048\u3092\u4f5c\u3089\u305a\u3001\u53d6\u6271\u8aac\u660e\u66f8\u306e\u4ed8\u5c5e\u54c1\u306e\u4e00\u89a7\u306b\u9032\u307f\u307e\u3059\u3002**","data_source":"**\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u306f\u3001Cloud Storage \u306b\u7f6e\u3044\u3066\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSONL \u306e\u5404\u884c\u306b `id`\u3001`structData`\u3001`content.mimeType`\u3001`content.uri` \u3092\u66f8\u304d\u3001`structData` \u306b\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u30b3\u30fc\u30c9\u3001\u6587\u66f8\u306e\u7a2e\u985e\uff08\u4ed5\u69d8\u66f8\uff0f\u53d6\u6271\u8aac\u660e\u66f8\uff09\u3001\u7248\u3092\u5165\u308c\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u30b3\u30fc\u30c9 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u305d\u306e\u5546\u54c1\u306e\u6587\u66f8\u3060\u3051\u306b\u7d5e\u308b |\n| \u6587\u66f8\u306e\u7a2e\u985e | \u30e1\u30bf\u30c7\u30fc\u30bf | \u4ed8\u5c5e\u54c1\u306f\u53d6\u6271\u8aac\u660e\u66f8\u3092\u5148\u306b\u898b\u308b |\n| \u7248\u30fb\u72b6\u614b | \u30e1\u30bf\u30c7\u30fc\u30bf | \u65e7\u7248\u306e\u53d6\u6271\u8aac\u660e\u66f8\u3092\u9664\u304f |\n| \u5bf8\u6cd5\u30fb\u91cd\u3055\u30fb\u7d20\u6750 | \u5546\u54c1\u30de\u30b9\u30bf | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u76f4\u63a5\u5f15\u304f |\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3067\u5fc5\u305a\u9650\u308a\u307e\u3059\u3002** \u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u3051\u3070\u3001`product_code: ANY(\"SL-2040\") AND variant: ANY(\"SL-2040-NV\", \"common\") AND status: ANY(\"current\")` \u306e\u3088\u3046\u306b\u66f8\u3051\u307e\u3059\u3002**\u5546\u54c1\u30b3\u30fc\u30c9\u3067\u7d5e\u3089\u305a\u306b\u691c\u7d22\u3059\u308b\u3068\u3001\u540c\u3058\u30e1\u30fc\u30ab\u30fc\u306e\u4f3c\u305f\u578b\u756a\u306e\u4ed5\u69d8\u66f8\u304c\u6839\u62e0\u306b\u51fa\u307e\u3059\u3002** \u578b\u756a\u9055\u3044\u306e\u5bfe\u5fdc\u6a5f\u7a2e\u306f\u3001\u305f\u3044\u3066\u3044\u5c11\u3057\u305a\u3064\u9055\u3044\u307e\u3059\u3002\n\n**\u5546\u54c1\u30de\u30b9\u30bf\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5546\u54c1\u30b3\u30fc\u30c9\u30671\u884c\u3060\u3051\u5f15\u304d\u307e\u3059\u3002** \u30de\u30b9\u30bf\u306f\u300c\u3053\u306e\u5546\u54c1\u306e\u5bf8\u6cd5\u306f\u3053\u306e\u5024\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u306e\u8868\u3067\u3001\u4f3c\u305f\u3082\u306e\u3092\u63a2\u3059\u5bfe\u8c61\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u691c\u7d22\u306b\u5165\u308c\u308b\u3068\u3001\u540d\u524d\u306e\u4f3c\u305f\u5225\u306e\u5546\u54c1\u306e\u884c\u304c\u6839\u62e0\u306b\u51fa\u307e\u3059\u3002** \u5f15\u3044\u305f\u884c\u306f\u3001\u305d\u306e\u6642\u70b9\u306e\u5024\u3068\u3057\u3066\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002\n\n**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u5546\u54c1\u306e\u767b\u9332\u3068\u4ed5\u69d8\u66f8\u306e\u5dee\u3057\u66ff\u3048\u306e\u305f\u3073\u306b\u884c\u3044\u307e\u3059\u3002** \u30e1\u30fc\u30ab\u30fc\u304b\u3089\u65b0\u3057\u3044\u7248\u306e\u53d6\u6271\u8aac\u660e\u66f8\u304c\u5c4a\u3044\u305f\u3089\u3001\u65e7\u7248\u3092 `retired` \u306b\u3057\u3066\u304b\u3089\u65b0\u7248\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002","preprocessing":"1. **PDF\u306b\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u8272\u30fb\u30b5\u30a4\u30ba\u3092\u4ed8\u3051\u308b** \u2026 \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u5546\u54c1\u30de\u30b9\u30bf\u3092\u7a81\u304d\u5408\u308f\u305b\u3001\u5bfe\u5fdc\u306e\u8868\u3092\u4f5c\u308a\u307e\u3059\n2. **\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u3092\u898b\u5206\u3051\u308b** \u2026 \u6587\u5b57\u304c\u9078\u3079\u306a\u3044PDF\u306f\u3001\u53d6\u308a\u8fbc\u307f\u306e\u8a2d\u5b9a\u3067OCR\u306e\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u307e\u3059\u3002**OCR\u306e\u30d1\u30fc\u30b5\u30fc\u304c\u8aad\u3080\u306e\u306f\u30011\u30d5\u30a1\u30a4\u30eb\u306e\u6700\u521d\u306e500\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059**\n3. **\u8868\u3092\u8aad\u3081\u308b\u3088\u3046\u306b\u3059\u308b** \u2026 \u5bfe\u5fdc\u6a5f\u7a2e\u3084\u4ed8\u5c5e\u54c1\u306f\u8868\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u8868\u3068\u898b\u51fa\u3057\u3092\u691c\u51fa\u3055\u305b\u307e\u3059\n4. **\u898b\u51fa\u3057\u3092\u65ad\u7247\u306b\u542b\u3081\u308b** \u2026 \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u6642\u306b\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u3001`includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3057\u307e\u3059\n5. **\u6d77\u5916\u5411\u3051\u306e\u7248\u3092\u9664\u304f** \u2026 \u540c\u3058\u53d6\u6271\u8aac\u660e\u66f8\u306b\u3001\u65e5\u672c\u3067\u58f2\u3063\u3066\u3044\u306a\u3044\u578b\u756a\u306e\u8a18\u8f09\u304c\u4e26\u3076\u3082\u306e\u306f\u3001\u5bfe\u8c61\u5916\u306e\u578b\u756a\u3092\u6ce8\u8a18\u3057\u307e\u3059\n6. **\u56de\u7b54\u306e\u5bfe\u8c61\u5916\u306e\u4e00\u89a7\u3092\u4f5c\u308b** \u2026 \u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u30fb\u8fd4\u54c1\u30fb\u52b9\u80fd\u306e\u8cea\u554f\u3092\u3001\u3069\u306e\u6848\u5185\u3078\u56de\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\n7. **\u30de\u30b9\u30bf\u306e\u5358\u4f4d\u3092\u305d\u308d\u3048\u308b** \u2026 \u5bf8\u6cd5\u306e\u5358\u4f4d\uff08mm\uff0fcm\uff09\u3068\u3001\u91cd\u3055\u306b\u4ed8\u5c5e\u54c1\u3092\u542b\u3080\u304b\u3092\u3001\u9805\u76ee\u306e\u8aac\u660e\u306b\u66f8\u304d\u307e\u3059\n\n**4\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u5206\u5272\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u306e\u3042\u3068\u3067\u306f\u6709\u52b9\u306b\u3082\u7121\u52b9\u306b\u3082\u3067\u304d\u305a\u3001**\u898b\u51fa\u3057\u3092\u542b\u3081\u308b\u8a2d\u5b9a\u306f\u65e2\u5b9a\u3067\u306f\u7121\u52b9\u3067\u3059\u3002** \u53d6\u6271\u8aac\u660e\u66f8\u306e\u300c\u4ed8\u5c5e\u54c1\u300d\u306e\u898b\u51fa\u3057\u304c\u65ad\u7247\u306b\u5165\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u65ad\u7247\u3060\u3051\u3092\u8aad\u3093\u3067\u3082\u4f55\u306e\u4e00\u89a7\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002\u5206\u5272\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3001\u65e2\u5b9a\u306f500\u3067\u3059\u3002\n\n**7\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u300c\u91cd\u3055 1.2kg\u300d\u304c\u30b1\u30fc\u30b9\u3092\u542b\u3080\u304b\u3069\u3046\u304b\u3067\u3001**\u5ba2\u306b\u3068\u3063\u3066\u306f\u5225\u306e\u7b54\u3048\u306b\u306a\u308a\u307e\u3059\u3002** \u30de\u30b9\u30bf\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u8fd4\u3059\u4ee5\u4e0a\u3001\u305d\u306e\u5024\u306e\u610f\u5473\u306f\u9805\u76ee\u306e\u8aac\u660e\u3068\u3057\u3066\u56de\u7b54\u306b\u6dfb\u3048\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306b\u7121\u3044\u5024\u3092\u3001\u305d\u306e\u5546\u54c1\u306e\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u304b\u3089\u898b\u3064\u3051\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u77ed\u304f\u7b54\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u3069\u306e\u5546\u54c1\u304b\u3001\u3069\u306e\u8a71\u984c\u3092\u56de\u3059\u304b\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u307e\u3059\u3002\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u5148\u306b\u898b\u308b\u3082\u306e | AI\u304c\u63a2\u3059\u3082\u306e |\n|:--|:--|:--|\n| \u30b5\u30a4\u30ba | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5bf8\u6cd5\u30fb\u91cd\u3055 | \u53ce\u7d0d\u6642\u306e\u5bf8\u6cd5\u3001\u9069\u5fdc\u3059\u308b\u8eab\u9577\u30fb\u4f53\u683c |\n| \u7d20\u6750 | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u7d20\u6750 | \u90e8\u54c1\u3054\u3068\u306e\u7d20\u6750\u3001\u8868\u9762\u306e\u52a0\u5de5 |\n| \u5bfe\u5fdc\u6a5f\u7a2e | \u2500 | \u4ed5\u69d8\u66f8\u306e\u5bfe\u5fdc\u6a5f\u7a2e\u306e\u4e00\u89a7 |\n| \u4ed8\u5c5e\u54c1 | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u4ed8\u5c5e\u54c1\u306e\u6b04 | \u53d6\u6271\u8aac\u660e\u66f8\u306e\u4ed8\u5c5e\u54c1\u306e\u4e00\u89a7\u3001\u5225\u58f2\u308a\u306e\u90e8\u54c1 |\n\n**\u30b5\u30a4\u30ba\u306e\u8cea\u554f\u3067\u591a\u3044\u306e\u306f\u300c\u81ea\u5206\u306e\u4f53\u683c\u306b\u5408\u3046\u304b\u300d\u3067\u3059\u3002** \u7b54\u3048\u3089\u308c\u308b\u306e\u306f\u3001\u4ed5\u69d8\u66f8\u306b\u66f8\u304b\u308c\u305f\u9069\u5fdc\u8eab\u9577\u3084\u80f8\u56f2\u306e\u7bc4\u56f2\u307e\u3067\u3067\u3059\u3002**\u5ba2\u306e\u8eab\u9577\u304c\u305d\u306e\u7bc4\u56f2\u306b\u5165\u308b\u304b\u3092\u6bd4\u3079\u308b\u306e\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4ed5\u4e8b\u306b\u305b\u305a\u3001\u7bc4\u56f2\u3092\u305d\u306e\u307e\u307e\u793a\u3057\u3066\u5ba2\u306b\u5224\u65ad\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002** \u7bc4\u56f2\u306e\u7aef\u306b\u3044\u308b\u5ba2\u306b\u300c\u5408\u3044\u307e\u3059\u300d\u3068\u7b54\u3048\u308b\u3068\u3001\u8fd4\u54c1\u306e\u7406\u7531\u304c\u305d\u306e\u307e\u307e\u5e97\u306e\u56de\u7b54\u306b\u306a\u308a\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| `session` | \u5546\u54c1\u3054\u3068\u306e\u30bb\u30c3\u30b7\u30e7\u30f3 | \u7d9a\u3051\u3066\u306e\u8cea\u554f\u3092\u3064\u306a\u3050 |\n| `includeCitations` | \u6709\u52b9 | \u56de\u7b54\u306b\u4ed5\u69d8\u66f8\u306e\u30da\u30fc\u30b8\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u8a18\u8f09\u306e\u7121\u3044\u8cea\u554f\u306b\u7b54\u3048\u306a\u3044 |\n| `ignoreAdversarialQuery` | \u6709\u52b9 | \u60f3\u5b9a\u5916\u306e\u6587\u9762\u306b\u7b54\u3048\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u3042\u3044\u3055\u3064\u3084\u96d1\u8ac7\u3067\u691c\u7d22\u3057\u306a\u3044 |\n| `filter` | \u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8272\u30fb\u30b5\u30a4\u30ba\u3001\u72b6\u614b | \u305d\u306e\u5546\u54c1\u306e\u73fe\u884c\u306e\u6587\u66f8\u3060\u3051\u306b\u3059\u308b |\n| `userPseudoId` | \u6765\u8a2a\u8005\u3054\u3068\u306e\u4eee\u306e\u8b58\u5225\u5b50 | \u4f1a\u54e1\u306e\u60c5\u5831\u3068\u7d50\u3073\u3064\u3051\u306a\u3044 |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n**`ignoreLowRelevantContent` \u304c\u3001\u3053\u306e\u984c\u6750\u306e\u8981\u3067\u3059\u3002** \u8a18\u8f09\u306e\u7121\u3044\u8cea\u554f\u306b\u3001\u95a2\u4fc2\u306e\u8584\u3044\u65ad\u7247\u304b\u3089\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u306e\u8a2d\u5b9a\u3067\u3059\u3002**\u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u3053\u3068\u81ea\u4f53\u3092\u3001\u300c\u8a18\u8f09\u304c\u7121\u3044\u300d\u3068\u3044\u3046\u7d50\u679c\u3068\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u4e00\u89a7\u306b\u7121\u3044\u6a5f\u7a2e\u3067\u4f7f\u3048\u308b\u304b\u306e\u63a8\u6e2c | \u4f7f\u3048\u306a\u304b\u3063\u305f\u3068\u304d\u306b\u8fd4\u54c1\u3068\u82e6\u60c5\u306b\u306a\u308b |\n| \u7d20\u6750\u306e\u5b89\u5168\u6027\u3084\u808c\u3078\u306e\u5f71\u97ff\u306e\u8aac\u660e | \u5e97\u304c\u6839\u62e0\u306a\u304f\u5b89\u5168\u3068\u7b54\u3048\u308b\u3053\u3068\u306b\u306a\u308b |\n| \u4ed6\u306e\u5546\u54c1\u3068\u306e\u6bd4\u8f03\u3084\u304a\u3059\u3059\u3081 | \u6839\u62e0\u306e\u7121\u3044\u6bd4\u8f03\u306f\u8868\u793a\u306e\u554f\u984c\u306b\u306a\u308a\u3046\u308b |\n| \u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u306e\u56de\u7b54 | \u5225\u306e\u30c7\u30fc\u30bf\u3092\u5f15\u304f\u5fc5\u8981\u304c\u3042\u308b |\n| \u5358\u4f4d\u306e\u63db\u7b97\u3084\u8a08\u7b97 | \u66f8\u304b\u308c\u305f\u5024\u3068\u9055\u3046\u5024\u304c\u51fa\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5bfe\u5fdc\u6a5f\u7a2e\u306e\u4e00\u89a7\u306b\u300c\u25cb\u25cb 2023\u5e74\u30e2\u30c7\u30eb\u300d\u304c\u3042\u308a\u3001\u5ba2\u304c\u300c2024\u5e74\u30e2\u30c7\u30eb\u306f\u300d\u3068\u805e\u304f\u3068\u3001\u30e2\u30c7\u30eb\u306f\u300c\u5f8c\u7d99\u6a5f\u306a\u306e\u3067\u4f7f\u3048\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u300d\u3068\u66f8\u304d\u305f\u304c\u308a\u307e\u3059\u3002**\u4e00\u89a7\u306b\u7121\u3044\u6a5f\u7a2e\u306f\u3001\u305d\u308c\u3060\u3051\u3067\u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3067\u3059\u3002**","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306fEC\u30b5\u30a4\u30c8\u3067\u3001\u8cfc\u5165\u3092\u8003\u3048\u3066\u3044\u308b\u5ba2\u304b\u3089\u306e\u5546\u54c1\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u62c5\u5f53\u3067\u3059\u3002\n\u8aad\u3080\u306e\u306f\u3001\u3053\u306e\u5546\u54c1\u3092\u8cb7\u3046\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u5ba2\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u5ba2\u304c\u898b\u3066\u3044\u308b1\u3064\u306e\u5546\u54c1\u306e\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u3060\u3051\u3067\u3059\u3002\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u5546\u54c1\u540d\u3068\u8272\u30fb\u30b5\u30a4\u30ba\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u8cea\u554f\u3078\u306e\u7b54\u3048\u30921\u301c3\u6587\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u4ed5\u69d8\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5024\u3068\u5358\u4f4d\u3092\u3001\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u7b54\u3048\u306e\u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u306e\u7a2e\u985e\uff08\u4ed5\u69d8\u66f8\uff0f\u53d6\u6271\u8aac\u660e\u66f8\uff09\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u8272\u3084\u30b5\u30a4\u30ba\u3067\u5024\u304c\u9055\u3046\u5834\u5408\u306f\u3001\u5ba2\u306e\u9078\u3093\u3060\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u5024\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306e\u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u77e5\u8b58\u3084\u3001\u4f3c\u305f\u5546\u54c1\u306e\u60c5\u5831\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5bfe\u5fdc\u6a5f\u7a2e\u306f\u3001\u6587\u66f8\u306e\u4e00\u89a7\u306b\u540d\u524d\u304c\u3042\u308b\u3082\u306e\u3060\u3051\u3092\u300c\u5bfe\u5fdc\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5f8c\u7d99\u6a5f\u30fb\u540c\u3058\u30b7\u30ea\u30fc\u30ba\u30fb\u4f3c\u305f\u578b\u756a\u306b\u3064\u3044\u3066\u300c\u4f7f\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7d20\u6750\u304c\u808c\u3084\u5065\u5eb7\u306b\u5b89\u5168\u304b\u3069\u3046\u304b\u3001\u30a2\u30ec\u30eb\u30ae\u30fc\u304c\u8d77\u304d\u306a\u3044\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u7d20\u6750\u306e\u540d\u524d\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ed6\u306e\u5546\u54c1\u3068\u6bd4\u3079\u305f\u308a\u3001\u4ed6\u306e\u5546\u54c1\u3092\u52e7\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5728\u5eab\u3001\u304a\u5c4a\u3051\u65e5\u3001\u4fa1\u683c\u3001\u8fd4\u54c1\u306b\u3064\u3044\u3066\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u3053\u306e\u5546\u54c1\u306e\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u3066\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\n  \u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u5f8c\u7d99\u6a5f\u30fb\u540c\u3058\u30b7\u30ea\u30fc\u30ba\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u300d\u3092\u540d\u6307\u3057\u3067\u66f8\u304f\u306e\u304c\u3001\u3053\u306e\u6307\u793a\u306e\u8981\u3067\u3059\u3002** \u300c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u308b\u300d\u3068\u66f8\u304f\u3060\u3051\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306f\u4e00\u89a7\u306b\u3042\u308b\u578b\u756a\u3092\u6839\u62e0\u306b\u3057\u3066\u300c\u30b7\u30ea\u30fc\u30ba\u3068\u3057\u3066\u5bfe\u5fdc\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u7981\u3058\u308b\u306e\u306f\u3001\u4e00\u89a7\u306e\u5916\u3078\u5e83\u3052\u308b\u63a8\u8ad6\u305d\u306e\u3082\u306e\u3067\u3059\u3002**\n\n**\u300c\u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u300d\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u4ed5\u69d8\u66f8\u304c\u300c45\u00d720cm\u300d\u3068\u66f8\u3044\u3066\u3044\u308b\u3082\u306e\u3092\u300c\u7d0418\u30a4\u30f3\u30c1\u300d\u3068\u66f8\u304d\u76f4\u3059\u3068\u3001**\u4e38\u3081\u306e\u8aa4\u5dee\u304c\u7b54\u3048\u306b\u5165\u308a\u307e\u3059\u3002** \u5ba2\u304c\u5fc5\u8981\u306a\u3089\u3001\u5ba2\u304c\u63db\u7b97\u3057\u307e\u3059\u3002","output_data":"**answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u6574\u3048\u3066\u3001\u30c1\u30e3\u30c3\u30c8\u3068\u8a18\u9332\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"chat_id\": \"\",\n  \"session_id\": \"\",\n  \"product_code\": \"\",\n  \"variant\": \"\",\n  \"question_type\": \"size | material | compatibility | accessories | out_of_scope\",\n  \"source\": \"master | document | none\",\n  \"status\": \"answered | escalated | routed\",\n  \"answer_text\": \"\",\n  \"master_fields\": [ { \"field\": \"\", \"value\": \"\", \"note\": \"\" } ],\n  \"doc_refs\": [ { \"doc_type\": \"spec | manual\", \"product_code\": \"\", \"page\": \"\", \"uri\": \"\" } ],\n  \"gap\": { \"recorded\": false, \"attribute\": \"\", \"question\": \"\" },\n  \"feedback\": \"helpful | not_helpful | none\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`source` \u3067\u7b54\u3048\u306e\u51fa\u3069\u3053\u308d\u3092\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u30de\u30b9\u30bf\u306e\u5024\u3067\u7b54\u3048\u305f\u3082\u306e\u3068\u3001\u6587\u66f8\u304b\u3089\u4f5c\u3063\u305f\u3082\u306e\u3068\u3001\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u5206\u3051\u3066\u6570\u3048\u308b\u3068\u3001**\u30de\u30b9\u30bf\u306e\u9805\u76ee\u3092\u5897\u3084\u3059\u3079\u304d\u304b\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306b\u66f8\u304d\u8db3\u3059\u3079\u304d\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`doc_refs` \u306e `product_code` \u3067\u691c\u67fb\u304c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u51fa\u5178\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u304c\u5ba2\u306e\u898b\u3066\u3044\u308b\u5546\u54c1\u3068\u9055\u3046\u56de\u7b54\u3092\u898b\u3064\u3051\u305f\u3089\u3001**\u56de\u7b54\u3092\u51fa\u3055\u305a\u306b\u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u3057\u3066\u56de\u3057\u307e\u3059\u3002** \u7d5e\u308a\u8fbc\u307f\u306e\u8a2d\u5b9a\u3092\u8aa4\u3063\u305f\u3068\u304d\u306e\u6700\u5f8c\u306e\u6b6f\u6b62\u3081\u3067\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`gap` \u3067\u8a18\u8f09\u4e0d\u8db3\u3092\u96c6\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u56de\u3063\u305f\u8cea\u554f\u306f\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u9805\u76ee\uff08\u53ce\u7d0d\u6642\u306e\u5bf8\u6cd5\u3001\u5bfe\u5fdc\u6a5f\u7a2e\u3001\u306a\u3069\uff09\u3092\u4ed8\u3051\u3066\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u306b\u5165\u308a\u307e\u3059\u3002**\u5546\u54c1\u30da\u30fc\u30b8\u306e\u62c5\u5f53\u306f\u3001\u3053\u306e\u4e00\u89a7\u3092\u4ef6\u6570\u306e\u591a\u3044\u9806\u306b\u898b\u307e\u3059\u3002**\n\n**`master_fields` \u306e `note` \u306b\u306f\u3001\u9805\u76ee\u306e\u8aac\u660e\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u307e\u3059\u3002** \u300c\u91cd\u3055\uff1a1.2kg\uff08\u53ce\u7d0d\u888b\u3092\u542b\u3080\uff09\u300d\u306e\u3088\u3046\u306b\u3001\u524d\u51e6\u7406\u306e7\u756a\u76ee\u3067\u66f8\u3044\u305f\u5358\u4f4d\u3068\u542b\u3080\u3082\u306e\u306e\u8aac\u660e\u3092\u3001\u5024\u3068\u4e00\u7dd2\u306b\u5ba2\u3078\u51fa\u3057\u307e\u3059\u3002**\u5024\u3060\u3051\u3092\u8fd4\u3059\u3068\u3001\u5ba2\u306f\u81ea\u5206\u306e\u77e5\u308a\u305f\u3044\u91cd\u3055\u3060\u3068\u601d\u3063\u3066\u8aad\u307f\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5546\u54c1\u30da\u30fc\u30b8\u306e\u30c1\u30e3\u30c3\u30c8 | \u30da\u30fc\u30b8\u306b\u7f6e\u304f\u90e8\u54c1 | \u8cea\u554f\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u8272\u30fb\u30b5\u30a4\u30ba\u3092\u53d7\u3051\u3001\u56de\u7b54\u3092\u8868\u793a\u3059\u308b |\n| \u5546\u54c1\u30de\u30b9\u30bf | \u8aad\u307f\u53d6\u308a | \u5bf8\u6cd5\u30fb\u91cd\u3055\u30fb\u7d20\u6750\u30fb\u4ed8\u5c5e\u54c1\u306e\u6b04\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u305d\u306e\u5546\u54c1\u306e\u6587\u66f8\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308b |\n| \u554f\u3044\u5408\u308f\u305b\u7ba1\u7406\u306e\u753b\u9762 | \u66f8\u304d\u8fbc\u307f | \u56de\u3057\u305f\u8cea\u554f\u3092\u3001\u5546\u54c1\u3068\u8cea\u554f\u306e\u6587\u3068\u4e00\u7dd2\u306b\u8f09\u305b\u308b |\n| \u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u9805\u76ee\u30fb\u8cea\u554f\u3092\u8db3\u3059 |\n\n**\u5546\u54c1\u30de\u30b9\u30bf\u3068\u5546\u54c1\u30da\u30fc\u30b8\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u304b\u3089\u5546\u54c1\u30da\u30fc\u30b8\u306b\u66f8\u304d\u8db3\u3059\u306e\u306f\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306e\u62c5\u5f53\u3067\u3059\u3002**AI\u304c\u898b\u3064\u3051\u305f\u5024\u3092\u81ea\u52d5\u3067\u5546\u54c1\u30da\u30fc\u30b8\u306b\u8f09\u305b\u308b\u3068\u3001\u8aa4\u308a\u304c\u5168\u90e8\u306e\u5ba2\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002**\n\n**\u4f1a\u54e1\u306e\u60c5\u5831\u3084\u6ce8\u6587\u306e\u5c65\u6b74\u306f\u5f15\u304d\u307e\u305b\u3093\u3002** \u8cfc\u5165\u524d\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u306e\u306b\u3001\u5ba2\u304c\u8ab0\u304b\u306f\u8981\u308a\u307e\u305b\u3093\u3002`userPseudoId` \u306b\u306f\u6765\u8a2a\u8005\u3054\u3068\u306e\u4eee\u306e\u8b58\u5225\u5b50\u3092\u5165\u308c\u3001**\u4f1a\u54e1\u306e ID \u306f\u5165\u308c\u307e\u305b\u3093\u3002**","human_review":"**\u30c1\u30e3\u30c3\u30c8\u306e\u56de\u7b54\u306f\u3001\u5ba2\u306b\u76f4\u63a5\u5c4a\u304d\u307e\u3059\u3002** \u3060\u304b\u3089\u4eba\u306e\u78ba\u8a8d\u3092\u3001\u56de\u7b54\u306e\u524d\u3067\u306f\u306a\u304f\u3001**\u56de\u7b54\u306e\u5f8c\u306e\u629c\u304d\u53d6\u308a\u3068\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n1. **\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b** \u2026 \u30e1\u30fc\u30ab\u30fc\u306b\u78ba\u304b\u3081\u3001\u5ba2\u306b\u8fd4\u3057\u307e\u3059\u3002**\u7b54\u3048\u305f\u5024\u306f\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u306e\u540c\u3058\u884c\u306b\u66f8\u304d\u307e\u3059**\n2. **\u56de\u7b54\u3092\u629c\u304d\u53d6\u3063\u3066\u898b\u308b** \u2026 \u6bce\u65e5\u3001\u6587\u66f8\u304b\u3089\u4f5c\u3063\u305f\u56de\u7b54\u309220\u4ef6\u9078\u3073\u3001\u51fa\u5178\u306e\u30da\u30fc\u30b8\u3068\u898b\u6bd4\u3079\u307e\u3059\n3. **\u8a55\u4fa1\u306e\u4f4e\u3044\u56de\u7b54\u3092\u898b\u308b** \u2026 \u5ba2\u304c\u300c\u5f79\u306b\u7acb\u305f\u306a\u304b\u3063\u305f\u300d\u3092\u9078\u3093\u3060\u3082\u306e\u3092\u5168\u4ef6\u898b\u307e\u3059\n4. **\u5546\u54c1\u30da\u30fc\u30b8\u3092\u76f4\u3059** \u2026 \u9031\u306b\u4e00\u5ea6\u3001\u8a18\u8f09\u4e0d\u8db3\u306e\u591a\u3044\u5546\u54c1\u304b\u3089\u66f8\u304d\u8db3\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5bfe\u5fdc\u6a5f\u7a2e\u306e\u63a8\u6e2c\u3084\u5358\u4f4d\u306e\u63db\u7b97\u306f\u3001**\u5ba2\u304c\u6c17\u4ed8\u304b\u306a\u3044\u307e\u307e\u8cfc\u5165\u307e\u3067\u9032\u3080\u306e\u3067\u3001\u8a55\u4fa1\u306b\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002** \u629c\u304d\u53d6\u308a\u3067\u3057\u304b\u898b\u3064\u304b\u3089\u306a\u3044\u8aa4\u308a\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u30011,200\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef62\u5206\u3067\u3059\u3002** \u56de\u7b54\u3067\u89e3\u6c7a\u3057\u305f\u8cea\u554f\u306e\u8a18\u9332\u306e\u78ba\u8a8d\u3068\u629c\u304d\u53d6\u308a\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3092\u62c5\u5f53\u304c\u7b54\u3048\u308b\u6642\u9593\u306e\u5e73\u5747\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5546\u54c1\u30b3\u30fc\u30c9\u304c\u6e21\u3089\u306a\u3044\uff08\u30da\u30fc\u30b8\u306e\u5916\u304b\u3089\u958b\u3044\u305f\uff09 | \u5546\u54c1\u540d\u304b\u578b\u756a\u3092\u805e\u304d\u3001\u5546\u54c1\u30de\u30b9\u30bf\u3067\u7279\u5b9a\u3067\u304d\u306a\u3051\u308c\u3070\u62c5\u5f53\u3078\u56de\u3059 |\n| \u8272\u30fb\u30b5\u30a4\u30ba\u3092\u9078\u3093\u3067\u3044\u306a\u3044 | \u8272\u30fb\u30b5\u30a4\u30ba\u3067\u5024\u304c\u9055\u3046\u9805\u76ee\u306a\u3089\u3001\u5148\u306b\u9078\u3093\u3067\u3082\u3089\u3046 |\n| \u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u30fb\u8fd4\u54c1\u306e\u8cea\u554f | \u7b54\u3048\u3092\u4f5c\u3089\u305a\u3001\u305d\u308c\u305e\u308c\u306e\u6848\u5185\u306e\u30da\u30fc\u30b8\u3092\u793a\u3059 |\n| \u52b9\u80fd\u3084\u5b89\u5168\u6027\u306e\u8cea\u554f | \u7b54\u3048\u3092\u4f5c\u3089\u305a\u62c5\u5f53\u3078\u56de\u3059 |\n| \u6587\u66f8\u304b\u3089\u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u3044 | \u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u8fd4\u3057\u3001\u8a18\u8f09\u4e0d\u8db3\u3068\u3057\u3066\u8a18\u9332\u3059\u308b |\n| \u51fa\u5178\u304c\u5225\u306e\u5546\u54c1\u306e\u6587\u66f8 | \u56de\u7b54\u3092\u51fa\u3055\u305a\u3001\u8a18\u8f09\u4e0d\u8db3\u3068\u3057\u3066\u56de\u3059 |\n| \u4ed5\u69d8\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u5546\u54c1 | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3060\u3051\u3067\u7b54\u3048\u3001\u305d\u308c\u4ee5\u5916\u306f\u56de\u3059\u3002**\u4ed5\u69d8\u66f8\u306e\u53d6\u308a\u5bc4\u305b\u3092\u5546\u54c1\u306e\u62c5\u5f53\u306b\u51fa\u3059** |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u300c\u56de\u7b54\u3092\u4f5c\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u8868\u793a\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u30d5\u30a9\u30fc\u30e0\u3092\u793a\u3059 |\n| \u5ba2\u304c\u300c\u4eba\u3068\u8a71\u3057\u305f\u3044\u300d\u3068\u66f8\u304f | \u305d\u306e\u6642\u70b9\u306e\u5546\u54c1\u3068\u8cea\u554f\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u3078\u56de\u3059 |\n\n**7\u884c\u76ee\u306f\u3001\u601d\u3063\u305f\u3088\u308a\u591a\u304f\u51fa\u307e\u3059\u3002** \u30e1\u30fc\u30ab\u30fc\u304b\u3089\u4ed5\u69d8\u66f8\u3092\u3082\u3089\u308f\u305a\u306b\u767b\u9332\u3057\u305f\u5546\u54c1\u306f\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306bPDF\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u3067\u300c\u4ed5\u69d8\u66f8\u306a\u3057\u300d\u306e\u5546\u54c1\u3092\u6570\u3048\u308b\u3068\u3001\u4ed5\u5165\u308c\u306e\u62c5\u5f53\u306b\u53d6\u308a\u5bc4\u305b\u3092\u983c\u3080\u9806\u756a\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**","log_storage":"- \u8cea\u554f\u306e\u6587\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8272\u30fb\u30b5\u30a4\u30ba\u3001\u65e5\u6642\u3001\u6765\u8a2a\u8005\u306e\u4eee\u306e\u8b58\u5225\u5b50\n- \u8cea\u554f\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u30de\u30b9\u30bf\u3067\u7b54\u3048\u305f\u304b\u6587\u66f8\u3067\u7b54\u3048\u305f\u304b\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d44\u307f\u7acb\u3066\u305f\u691c\u7d22\u306e\u6587\u3068\u3001\u4f7f\u3063\u305f\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u56de\u7b54\u3001\u51fa\u5178\u3001\u56de\u7b54\u3057\u306a\u304b\u3063\u305f\u7406\u7531\uff09\n- \u5ba2\u306e\u8a55\u4fa1\u3068\u3001**\u62c5\u5f53\u304c\u6700\u7d42\u7684\u306b\u7b54\u3048\u305f\u5185\u5bb9**\n- **\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u3078\u306e\u8a18\u9332\u3068\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306b\u66f8\u304d\u8db3\u3057\u305f\u65e5**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u52b9\u679c\u3092\u6e2c\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u304d\u8db3\u3057\u305f\u5546\u54c1\u3067\u3001\u540c\u3058\u9805\u76ee\u306e\u8cea\u554f\u304c\u305d\u306e\u5f8c\u4f55\u4ef6\u5c4a\u3044\u305f\u304b\u3092\u898b\u308c\u3070\u3001**\u5546\u54c1\u30da\u30fc\u30b8\u3092\u76f4\u3057\u305f\u3053\u3068\u3067\u6e1b\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u304c\u6570\u3048\u3089\u308c\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":1200,"assumption_workdays":20,"volume_month":1200,"before_minutes_per_case":5,"after_minutes_per_case":2,"hourly_cost":3000,"before_hours_month":100,"after_hours_month":40,"saved_hours_month":60,"reduction_rate":60,"saved_hours_year":720,"annual_cost_effect":2160000,"summary":"EC\u30b5\u30a4\u30c8\u306e\u5546\u54c1\u30da\u30fc\u30b8\u3067\u5ba2\u304c\u30b5\u30a4\u30ba\u3084\u5bfe\u5fdc\u6a5f\u7a2e\u3092\u30c1\u30e3\u30c3\u30c8\u3067\u805e\u304f\u3068\u3001\u305d\u306e\u5546\u54c1\u306e\u30de\u30b9\u30bf\u306e\u5024\u3068\u4ed5\u69d8\u66f8\u30fb\u53d6\u6271\u8aac\u660e\u66f8\u306e\u8a18\u8f09\u304b\u3089\u3001\u51fa\u5178\u4ed8\u304d\u3067\u7b54\u3048\u307e\u3059\u3002\u8a18\u8f09\u306e\u7121\u3044\u8cea\u554f\u306f\u62c5\u5f53\u3078\u56de\u3057\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306e\u8a18\u8f09\u4e0d\u8db3\u3068\u3057\u3066\u8a18\u9332\u3057\u307e\u3059\u3002","before_flow":"1. \u5ba2\u304c\u5546\u54c1\u30da\u30fc\u30b8\u306e\u554f\u3044\u5408\u308f\u305b\u30d5\u30a9\u30fc\u30e0\u304b\u30e1\u30fc\u30eb\u3067\u8cea\u554f\u3092\u9001\u308b\n2. \u62c5\u5f53\u304c\u3001\u3069\u306e\u5546\u54c1\u306e\u3069\u306e\u8272\u30fb\u30b5\u30a4\u30ba\u306b\u3064\u3044\u3066\u306e\u8cea\u554f\u304b\u3092\u672c\u6587\u304b\u3089\u8aad\u307f\u53d6\u308b\n3. \u5546\u54c1\u7ba1\u7406\u306e\u753b\u9762\u3067\u305d\u306e\u5546\u54c1\u306e\u30de\u30b9\u30bf\u3092\u958b\u304d\u3001\u8a72\u5f53\u3059\u308b\u9805\u76ee\u3092\u898b\u308b\n4. \u30de\u30b9\u30bf\u306b\u7121\u3051\u308c\u3070\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u306ePDF\u3092\u958b\u3044\u3066\u63a2\u3059\n5. \u898b\u3064\u304b\u308c\u3070\u56de\u7b54\u3092\u66f8\u304d\u3001\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u30e1\u30fc\u30ab\u30fc\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u8fd4\u3059\n6. \u554f\u3044\u5408\u308f\u305b\u7ba1\u7406\u306e\u753b\u9762\u306b\u3001\u56de\u7b54\u3068\u5bfe\u5fdc\u306e\u7a2e\u985e\u3092\u8a18\u9332\u3059\u308b\n\n**\uff08a\uff09\u8fd4\u4e8b\u3092\u5f85\u3064\u3042\u3044\u3060\u306b\u8cb7\u3046\u306e\u3092\u3084\u3081\u3089\u308c\u308b\u3002** \u8cfc\u5165\u524d\u306e\u8cea\u554f\u306f\u3001\u7b54\u3048\u304c\u5c4a\u304f\u307e\u3067\u8cb7\u3044\u7269\u304b\u3054\u306e\u4e2d\u3067\u6b62\u307e\u3063\u3066\u3044\u307e\u3059\u3002**\u591c\u306b\u5c4a\u3044\u305f\u8cea\u554f\u306b\u7fcc\u671d\u7b54\u3048\u3066\u3082\u3001\u305d\u306e\u3068\u304d\u306b\u306f\u5ba2\u306f\u5225\u306e\u5e97\u3067\u8cb7\u3063\u3066\u3044\u307e\u3059\u3002** \u8fd4\u4e8b\u306e\u901f\u3055\u304c\u3001\u305d\u306e\u307e\u307e\u58f2\u4e0a\u306b\u52b9\u304f\u696d\u52d9\u3067\u3059\u3002\n\n**\uff08b\uff09\u3069\u306e\u5546\u54c1\u304b\u304c\u5206\u304b\u3089\u306a\u3044\u3002** \u300c\u3053\u306e\u5bdd\u888b\u306e\u5927\u304d\u3055\u306f\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u305f\u30e1\u30fc\u30eb\u3067\u306f\u3001\u3069\u306e\u5bdd\u888b\u304b\u3001\u3069\u306e\u8272\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\u8272\u3084\u30b5\u30a4\u30ba\u3067\u4ed5\u69d8\u304c\u9055\u3046\u5546\u54c1\u304c\u591a\u304f\u3001\u805e\u304d\u8fd4\u3057\u30671\u5f80\u5fa9\u5897\u3048\u307e\u3059\u3002**\n\n**\uff08c\uff09PDF\u3092\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u53d6\u6271\u8aac\u660e\u66f8\u306f\u6570\u5341\u30da\u30fc\u30b8\u3042\u308a\u3001\u5bfe\u5fdc\u6a5f\u7a2e\u306e\u4e00\u89a7\u306f\u5dfb\u672b\u3001\u4ed8\u5c5e\u54c1\u306f\u5192\u982d\u3068\u3001\u30e1\u30fc\u30ab\u30fc\u3054\u3068\u306b\u5834\u6240\u304c\u9055\u3044\u307e\u3059\u3002**\u63a2\u3057\u3066\u3044\u308b\u9805\u76ee\u304c\u305d\u3082\u305d\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u5206\u304b\u308b\u307e\u3067\u306b\u3001\u5168\u90e8\u306e\u30da\u30fc\u30b8\u3092\u898b\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u540c\u3058\u8cea\u554f\u304c\u7e70\u308a\u8fd4\u3055\u308c\u308b\u3002** \u300c\u3053\u306e\u5145\u96fb\u5668\u306f\u25cb\u25cb\u306b\u4f7f\u3048\u308b\u304b\u300d\u306e\u3088\u3046\u306a\u8cea\u554f\u304c\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u305f\u3081\u306b\u6bce\u6708\u540c\u3058\u3088\u3046\u306b\u5c4a\u304d\u307e\u3059\u3002**\u7b54\u3048\u305f\u5185\u5bb9\u304c\u5546\u54c1\u30da\u30fc\u30b8\u306b\u623b\u3089\u306a\u3044\u306e\u3067\u3001\u4ef6\u6570\u304c\u6e1b\u308a\u307e\u305b\u3093\u3002**\n\n**4\u3064\u3068\u3082\u3001\u60c5\u5831\u304c\u7121\u3044\u3053\u3068\u306e\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u7b54\u3048\u306e\u591a\u304f\u306f\u4ed5\u69d8\u66f8\u306b\u66f8\u3044\u3066\u3042\u308b\u306e\u306b\u3001**\u5ba2\u306b\u3082\u62c5\u5f53\u306b\u3082\u3059\u3050\u306b\u5c4a\u304f\u5834\u6240\u306b\u7121\u3044\u3053\u3068\u306e\u554f\u984c\u3067\u3059\u3002** \u305d\u3057\u3066\u3001\u672c\u5f53\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u8cea\u554f\u306f\u3001\u30e1\u30fc\u30ab\u30fc\u3078\u306e\u78ba\u8a8d\u306e\u5f85\u3061\u306b\u5165\u3063\u305f\u307e\u307e\u3001**\u5546\u54c1\u30da\u30fc\u30b8\u306b\u4f55\u304c\u8db3\u308a\u306a\u3044\u306e\u304b\u3068\u3044\u3046\u5f62\u3067\u306f\u8ab0\u306b\u3082\u96c6\u8a08\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002**","before_flow_steps":["\u5ba2\u304c\u5546\u54c1\u30da\u30fc\u30b8\u306e\u554f\u3044\u5408\u308f\u305b\u30d5\u30a9\u30fc\u30e0\u304b\u30e1\u30fc\u30eb\u3067\u8cea\u554f\u3092\u9001\u308b","\u62c5\u5f53\u304c\u3001\u3069\u306e\u5546\u54c1\u306e\u3069\u306e\u8272\u30fb\u30b5\u30a4\u30ba\u306b\u3064\u3044\u3066\u306e\u8cea\u554f\u304b\u3092\u672c\u6587\u304b\u3089\u8aad\u307f\u53d6\u308b","\u5546\u54c1\u7ba1\u7406\u306e\u753b\u9762\u3067\u305d\u306e\u5546\u54c1\u306e\u30de\u30b9\u30bf\u3092\u958b\u304d\u3001\u8a72\u5f53\u3059\u308b\u9805\u76ee\u3092\u898b\u308b","\u30de\u30b9\u30bf\u306b\u7121\u3051\u308c\u3070\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u306ePDF\u3092\u958b\u3044\u3066\u63a2\u3059","\u898b\u3064\u304b\u308c\u3070\u56de\u7b54\u3092\u66f8\u304d\u3001\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u30e1\u30fc\u30ab\u30fc\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u304b\u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u8fd4\u3059","\u554f\u3044\u5408\u308f\u305b\u7ba1\u7406\u306e\u753b\u9762\u306b\u3001\u56de\u7b54\u3068\u5bfe\u5fdc\u306e\u7a2e\u985e\u3092\u8a18\u9332\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u5ba2\u304c\u5546\u54c1\u30da\u30fc\u30b8\u306e\u30c1\u30e3\u30c3\u30c8\u3092\u958b\u304d\u3001\u8cea\u554f\u3092\u66f8\u304f\uff08\u4f8b\uff1a\u300c\u53ce\u7d0d\u3057\u305f\u3068\u304d\u306e\u5927\u304d\u3055\u306f\u300d\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u30c1\u30e3\u30c3\u30c8\u304c\u3001\u958b\u3044\u305f\u5546\u54c1\u30da\u30fc\u30b8\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u3001\u9078\u3093\u3067\u3044\u308b\u8272\u30fb\u30b5\u30a4\u30ba\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6e21\u3059\n3. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u8cea\u554f\u30924\u3064\u306e\u7a2e\u985e\uff08\u30b5\u30a4\u30ba\uff0f\u7d20\u6750\uff0f\u5bfe\u5fdc\u6a5f\u7a2e\uff0f\u4ed8\u5c5e\u54c1\uff09\u3068\u3001\u305d\u308c\u4ee5\u5916\u306b\u5206\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u30fb\u8fd4\u54c1\u306e\u8cea\u554f\u306f\u3001\u7b54\u3048\u3092\u4f5c\u3089\u305a\u306b\u305d\u308c\u305e\u308c\u306e\u6848\u5185\u3078\u56de\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u5546\u54c1\u30de\u30b9\u30bf\u306e\u9805\u76ee\u3067\u7b54\u3048\u3089\u308c\u308b\u3082\u306e\u306f\u3001\u30de\u30b9\u30bf\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u8fd4\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u30de\u30b9\u30bf\u306b\u7121\u3044\u3082\u306e\u306f\u3001Agent Search\uff08\u65e7 Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u305d\u306e\u5546\u54c1\u306e\u4ed5\u69d8\u66f8\u30fb\u53d6\u6271\u8aac\u660e\u66f8\u3060\u3051\u3092\u5bfe\u8c61\u306b\u56de\u7b54\u3092\u4f5c\u308a\u3001\u51fa\u5178\u3092\u4ed8\u3051\u3066\u8fd4\u3059\n7. **\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u3001\u307e\u305f\u306f\u51fa\u5178\u304c\u305d\u306e\u5546\u54c1\u306e\u6587\u66f8\u3067\u306a\u304b\u3063\u305f\u3068\u304d\u306f\u3001\u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u8fd4\u3057\u3001\u62c5\u5f53\u3078\u56de\u3057\u3066\u8a18\u8f09\u4e0d\u8db3\u3068\u3057\u3066\u8a18\u9332\u3059\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3060\u3051\u3092\u30e1\u30fc\u30ab\u30fc\u306b\u78ba\u304b\u3081\u3066\u7b54\u3048\u308b\n9. **\u3010\u4eba\u3011** \u5546\u54c1\u30da\u30fc\u30b8\u306e\u62c5\u5f53\u304c\u3001\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u3092\u9031\u306b\u4e00\u5ea6\u898b\u3066\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306b\u66f8\u304d\u8db3\u3059\n\n**2\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u5ba2\u306b\u300c\u3069\u306e\u5546\u54c1\u304b\u300d\u3092\u805e\u304f\u306e\u3067\u306f\u306a\u304f\u3001**\u958b\u3044\u3066\u3044\u308b\u30da\u30fc\u30b8\u304b\u3089\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** \u3053\u308c\u3067\u7b2c3\u7ae0\u306e\uff08b\uff09\u304c\u306a\u304f\u306a\u308a\u3001\u691c\u7d22\u306e\u5bfe\u8c61\u3092\u305d\u306e\u5546\u54c1\u306e\u6587\u66f8\u3060\u3051\u306b\u7d5e\u308c\u307e\u3059\u3002\n\n**5\u756a\u76ee\u3067\u30de\u30b9\u30bf\u3092\u5148\u306b\u898b\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u5bf8\u6cd5\u3084\u91cd\u3055\u306e\u3088\u3046\u306b\u30de\u30b9\u30bf\u306b\u3042\u308b\u5024\u306f\u3001**\u6587\u66f8\u3092\u691c\u7d22\u3057\u3066\u8a00\u3044\u63db\u3048\u3055\u305b\u308b\u3088\u308a\u3001\u5024\u3092\u305d\u306e\u307e\u307e\u51fa\u3059\u307b\u3046\u304c\u6b63\u78ba\u3067\u3059\u3002** AI\u304c\u6587\u7ae0\u3092\u4f5c\u308b\u306e\u306f\u3001\u30de\u30b9\u30bf\u306b\u7121\u3044\u5024\u3092\u6587\u66f8\u304b\u3089\u63a2\u3059\u3068\u304d\u3060\u3051\u3067\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** \u5ba2\u304c\u5546\u54c1\u30da\u30fc\u30b8\u306e\u30c1\u30e3\u30c3\u30c8\u3092\u958b\u304d\u3001\u8cea\u554f\u3092\u66f8\u304f\uff08\u4f8b\uff1a\u300c\u53ce\u7d0d\u3057\u305f\u3068\u304d\u306e\u5927\u304d\u3055\u306f\u300d\uff09","**\u3010\u81ea\u52d5\u3011** \u30c1\u30e3\u30c3\u30c8\u304c\u3001\u958b\u3044\u305f\u5546\u54c1\u30da\u30fc\u30b8\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u3001\u9078\u3093\u3067\u3044\u308b\u8272\u30fb\u30b5\u30a4\u30ba\u3092\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6e21\u3059","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u8cea\u554f\u30924\u3064\u306e\u7a2e\u985e\uff08\u30b5\u30a4\u30ba\uff0f\u7d20\u6750\uff0f\u5bfe\u5fdc\u6a5f\u7a2e\uff0f\u4ed8\u5c5e\u54c1\uff09\u3068\u3001\u305d\u308c\u4ee5\u5916\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u30fb\u8fd4\u54c1\u306e\u8cea\u554f\u306f\u3001\u7b54\u3048\u3092\u4f5c\u3089\u305a\u306b\u305d\u308c\u305e\u308c\u306e\u6848\u5185\u3078\u56de\u3059","**\u3010\u81ea\u52d5\u3011** \u5546\u54c1\u30de\u30b9\u30bf\u306e\u9805\u76ee\u3067\u7b54\u3048\u3089\u308c\u308b\u3082\u306e\u306f\u3001\u30de\u30b9\u30bf\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u30de\u30b9\u30bf\u306b\u7121\u3044\u3082\u306e\u306f\u3001Agent Search\uff08\u65e7 Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u304c\u3001\u305d\u306e\u5546\u54c1\u306e\u4ed5\u69d8\u66f8\u30fb\u53d6\u6271\u8aac\u660e\u66f8\u3060\u3051\u3092\u5bfe\u8c61\u306b\u56de\u7b54\u3092\u4f5c\u308a\u3001\u51fa\u5178\u3092\u4ed8\u3051\u3066\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u3001\u307e\u305f\u306f\u51fa\u5178\u304c\u305d\u306e\u5546\u54c1\u306e\u6587\u66f8\u3067\u306a\u304b\u3063\u305f\u3068\u304d\u306f\u3001\u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u8fd4\u3057\u3001\u62c5\u5f53\u3078\u56de\u3057\u3066\u8a18\u8f09\u4e0d\u8db3\u3068\u3057\u3066\u8a18\u9332\u3059\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u306f\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3060\u3051\u3092\u30e1\u30fc\u30ab\u30fc\u306b\u78ba\u304b\u3081\u3066\u7b54\u3048\u308b","**\u3010\u4eba\u3011** \u5546\u54c1\u30da\u30fc\u30b8\u306e\u62c5\u5f53\u304c\u3001\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u3092\u9031\u306b\u4e00\u5ea6\u898b\u3066\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306b\u66f8\u304d\u8db3\u3059"],"architecture":"```\n\u5546\u54c1\u30da\u30fc\u30b8\u306e\u30c1\u30e3\u30c3\u30c8\uff08\u5ba2\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u8cea\u554f\u306e\u9001\u4fe1\uff08\u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u8272\u30fb\u30b5\u30a4\u30ba\u4ed8\u304d\uff09\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3001Cloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u8cea\u554f\u306e\u7a2e\u985e\u306e\u5224\u5b9a\uff08\u30b5\u30a4\u30ba\uff0f\u7d20\u6750\uff0f\u5bfe\u5fdc\u6a5f\u7a2e\uff0f\u4ed8\u5c5e\u54c1\uff0f\u305d\u306e\u4ed6\uff09\n   \u251c\u2500\u2500\u25b6 \u305d\u306e\u4ed6\uff08\u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u30fb\u8fd4\u54c1\uff09\u2192 \u5404\u6848\u5185\u3078\n   \u251c\u2500\u2500\u25b6 \u5546\u54c1\u30de\u30b9\u30bf\u306e\u9805\u76ee\u3067\u7b54\u3048\u3089\u308c\u308b\u304b \u2192 \u5024\u3092\u305d\u306e\u307e\u307e\u8fd4\u3059\n   \u25bc\nAgent Search\uff08Vertex AI Search\uff09\u2500\u2500 answer \u30e1\u30bd\u30c3\u30c9\n   \u2502  \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff1a\u30e1\u30fc\u30ab\u30fc\u306e\u4ed5\u69d8\u66f8\uff0b\u53d6\u6271\u8aac\u660e\u66f8\uff08\u5546\u54c1\u30b3\u30fc\u30c9\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u304d\uff09\n   \u2502  \u7d5e\u308a\u8fbc\u307f\uff1aproduct_code\uff0fvariant\uff0fdoc_type\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u51fa\u5178\u304c\u305d\u306e\u5546\u54c1\u306e\u6587\u66f8\u304b\u3092\u78ba\u304b\u3081\u308b\n   \u251c\u2500\u2500\u25b6 \u56de\u7b54\u3068\u51fa\u5178\u3092\u8fd4\u3059\n   \u2514\u2500\u2500\u25b6 \u8a18\u8f09\u306a\u3057 \u2192 \u62c5\u5f53\u306e\u5f85\u3061\u884c\u5217\uff0b\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2500 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u30c1\u30e3\u30c3\u30c8\u30fb\u5546\u54c1\u30de\u30b9\u30bf\u30fb\u691c\u7d22\u30fb\u5f85\u3061\u884c\u5217\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u4fdd\u7ba1 | Cloud Storage\uff08\u4ed5\u69d8\u66f8\u30fb\u53d6\u6271\u8aac\u660e\u66f8\u306ePDF\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\uff09 | \u2500 |\n| \u5546\u54c1\u30c7\u30fc\u30bf | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5143\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08\u8aad\u307f\u53d6\u308a\u3060\u3051\uff09 | BigQuery \u306b\u5199\u3057\u305f\u3082\u306e |\n\n**EC\u306e\u30ab\u30fc\u30c8\u3068\u5546\u54c1\u30de\u30b9\u30bf\u3068\u554f\u3044\u5408\u308f\u305b\u7ba1\u7406\u306e\u753b\u9762\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u30c1\u30e3\u30c3\u30c8\u306e\u90e8\u54c1\u3092\u5546\u54c1\u30da\u30fc\u30b8\u306b\u7f6e\u304d\u3001\u56de\u3063\u305f\u8cea\u554f\u306f\u554f\u3044\u5408\u308f\u305b\u7ba1\u7406\u306e\u753b\u9762\u306b\u5165\u308c\u307e\u3059\u3002**\u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306ePDF\u306b\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u5bfe\u5fdc\u3092\u4ed8\u3051\u308b\u3053\u3068\u3067\u3059\u3002**\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u3001`includeCitations` \u3067\u51fa\u5178\u3092\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002**\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u305f\u8907\u6570\u56de\u306e\u3084\u308a\u53d6\u308a\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002** \u95a2\u4fc2\u306e\u8584\u3044\u5185\u5bb9\u3057\u304b\u7121\u3044\u3068\u304d\u306f\u56de\u7b54\u3092\u4f5c\u3089\u305a\u3001`answerSkippedReasons` \u3067\u7406\u7531\u3092\u8fd4\u3057\u307e\u3059\u3002\n\n**\u691c\u7d22\u30a2\u30d7\u30ea\u3092\u4f5c\u308b\u3068\u304d\u306b\u3001\u751f\u6210\u306e\u6a5f\u80fd\u3092\u6709\u52b9\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u624b\u9806\u3067\u306f\u3001\u691c\u7d22\u306e\u8981\u7d04\u3084\u7d9a\u3051\u3066\u306e\u8cea\u554f\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u4f7f\u3046\u306b\u306f\u3001\u30a2\u30d7\u30ea\u306e\u4f5c\u6210\u6642\u306b Generative Responses \u306e\u9078\u629e\u80a2\u3092\u6709\u52b9\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u307e\u305f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u30921\u3064\u3060\u3051\u4ed8\u3051\u305f\u30a2\u30d7\u30ea\u306f\u3001\u5f8c\u304b\u3089\u5225\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u8db3\u305b\u307e\u305b\u3093\u3002** \u5546\u54c1\u30de\u30b9\u30bf\u3092\u5f8c\u3067\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u3057\u3066\u8db3\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b\u306a\u3089\u3001\u6700\u521d\u304b\u30892\u3064\u4ed8\u3051\u3066\u4f5c\u308a\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u5ba2\u304c\u5546\u54c1\u30da\u30fc\u30b8\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u30c1\u30e3\u30c3\u30c8\u306e\u90e8\u54c1\u306f\u3001\u30da\u30fc\u30b8\u3092\u958b\u3044\u305f\u6642\u70b9\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u3001\u9078\u3093\u3067\u3044\u308b\u8272\u30fb\u30b5\u30a4\u30ba\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002**\u5ba2\u304c\u8272\u3092\u5909\u3048\u305f\u3089\u3001\u30c1\u30e3\u30c3\u30c8\u306b\u6e21\u3059\u5024\u3082\u5909\u3048\u307e\u3059\u3002** \u8272\u3067\u7d20\u6750\u304c\u9055\u3046\u5546\u54c1\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002\n\n**1\u3064\u306e\u5546\u54c1\u306e\u8cea\u554f\u306f\u30011\u3064\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u7d9a\u3051\u307e\u3059\u3002** \u300c\u53ce\u7d0d\u3057\u305f\u3068\u304d\u306e\u5927\u304d\u3055\u306f\u300d\u306e\u3042\u3068\u306b\u300c\u91cd\u3055\u306f\u300d\u3068\u7d9a\u3051\u3066\u805e\u304b\u308c\u305f\u3068\u304d\u3001\u540c\u3058\u5546\u54c1\u306e\u8a71\u3068\u3057\u3066\u53d7\u3051\u307e\u3059\u3002**\u5225\u306e\u5546\u54c1\u306e\u30da\u30fc\u30b8\u306b\u79fb\u3063\u305f\u3089\u3001\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u59cb\u3081\u307e\u3059\u3002** \u540c\u3058\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u5546\u54c1\u304c\u5909\u308f\u308b\u3068\u3001\u524d\u306e\u5546\u54c1\u306e\u5024\u304c\u8a00\u3044\u63db\u3048\u306b\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**\u51e6\u7406\u306f\u8cea\u554f\u306e\u305f\u3073\u306b1\u4ef6\u305a\u3064\u884c\u3044\u307e\u3059\u3002** \u5ba2\u306f\u8cb7\u3044\u7269\u304b\u3054\u306e\u524d\u3067\u5f85\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u591c\u3068\u9031\u672b\u3082\u540c\u3058\u3088\u3046\u306b\u52d5\u304b\u3057\u3001\u62c5\u5f53\u3078\u56de\u3059\u3082\u306e\u3060\u3051\u304c\u7fcc\u55b6\u696d\u65e5\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u5ba2\u306e\u8cea\u554f\u306e\u6587 | \u30c1\u30e3\u30c3\u30c8 |\n| \u5546\u54c1\u306e\u7279\u5b9a | \u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u30b3\u30fc\u30c9 | \u5546\u54c1\u30da\u30fc\u30b8 |\n| \u5546\u54c1\u30de\u30b9\u30bf | \u5546\u54c1\u540d\u3001\u5bf8\u6cd5\u3001\u91cd\u3055\u3001\u7d20\u6750\u3001\u8272\u3001JAN\u30b3\u30fc\u30c9\u3001\u4ed8\u5c5e\u54c1\u306e\u6b04 | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5143\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 |\n| \u4ed5\u69d8\u66f8 | \u30e1\u30fc\u30ab\u30fc\u306e\u4ed5\u69d8\u306e\u4e00\u89a7\u3001\u5bfe\u5fdc\u6a5f\u7a2e\u3001\u8010\u8377\u91cd\u3001\u53ce\u7d0d\u6642\u306e\u5bf8\u6cd5 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306ePDF |\n| \u53d6\u6271\u8aac\u660e\u66f8 | \u4ed8\u5c5e\u54c1\u306e\u4e00\u89a7\u3001\u4f7f\u3044\u65b9\u3001\u6ce8\u610f\u4e8b\u9805\u3001\u4ea4\u63db\u90e8\u54c1 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306ePDF |\n| \u56de\u7b54\u306e\u5bfe\u8c61\u5916\u306e\u4e00\u89a7 | \u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u30fb\u8fd4\u54c1\u306a\u3069\u3001\u5225\u306e\u6848\u5185\u306b\u56de\u3059\u8a71\u984c | \u30b5\u30dd\u30fc\u30c8\u306e\u62c5\u5f53\u304c\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001PDF\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u5bfe\u5fdc\u3067\u3059\u3002** \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u540d\u524d\u304c\u5546\u54c1\u30b3\u30fc\u30c9\u3060\u3051\u3060\u3068\u3001**\u8272\u3054\u3068\u306b\u7d20\u6750\u304c\u9055\u3046\u5546\u54c1\u3067\u3001\u5225\u306e\u8272\u306e\u4ed5\u69d8\u66f8\u304c\u6839\u62e0\u306b\u306a\u308a\u307e\u3059\u3002** \u4ed5\u69d8\u66f8\u304c\u8272\u30fb\u30b5\u30a4\u30ba\u5171\u901a\u304b\u3001\u500b\u5225\u304b\u3092\u3001\u5bfe\u5fdc\u306e\u8868\u306b\u66f8\u304d\u307e\u3059\u3002\n\n**\u5546\u54c1\u30de\u30b9\u30bf\u306e\u4ed8\u5c5e\u54c1\u306e\u6b04\u306f\u3001\u7a7a\u6b04\u304c\u591a\u3044\u3082\u306e\u3067\u3059\u3002** \u7a7a\u6b04\u306f\u300c\u4ed8\u5c5e\u54c1\u304c\u7121\u3044\u300d\u3067\u306f\u306a\u304f\u300c\u5165\u529b\u3057\u3066\u3044\u306a\u3044\u300d\u306a\u306e\u3067\u3001**\u30de\u30b9\u30bf\u306e\u7a7a\u6b04\u3067\u7b54\u3048\u3092\u4f5c\u3089\u305a\u3001\u53d6\u6271\u8aac\u660e\u66f8\u306e\u4ed8\u5c5e\u54c1\u306e\u4e00\u89a7\u306b\u9032\u307f\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u306f\u3001Cloud Storage \u306b\u7f6e\u3044\u3066\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSONL \u306e\u5404\u884c\u306b `id`\u3001`structData`\u3001`content.mimeType`\u3001`content.uri` \u3092\u66f8\u304d\u3001`structData` \u306b\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u30b3\u30fc\u30c9\u3001\u6587\u66f8\u306e\u7a2e\u985e\uff08\u4ed5\u69d8\u66f8\uff0f\u53d6\u6271\u8aac\u660e\u66f8\uff09\u3001\u7248\u3092\u5165\u308c\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u30b3\u30fc\u30c9 | \u30e1\u30bf\u30c7\u30fc\u30bf | \u305d\u306e\u5546\u54c1\u306e\u6587\u66f8\u3060\u3051\u306b\u7d5e\u308b |\n| \u6587\u66f8\u306e\u7a2e\u985e | \u30e1\u30bf\u30c7\u30fc\u30bf | \u4ed8\u5c5e\u54c1\u306f\u53d6\u6271\u8aac\u660e\u66f8\u3092\u5148\u306b\u898b\u308b |\n| \u7248\u30fb\u72b6\u614b | \u30e1\u30bf\u30c7\u30fc\u30bf | \u65e7\u7248\u306e\u53d6\u6271\u8aac\u660e\u66f8\u3092\u9664\u304f |\n| \u5bf8\u6cd5\u30fb\u91cd\u3055\u30fb\u7d20\u6750 | \u5546\u54c1\u30de\u30b9\u30bf | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u76f4\u63a5\u5f15\u304f |\n\n**\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\u306f\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3067\u5fc5\u305a\u9650\u308a\u307e\u3059\u3002** \u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u3051\u3070\u3001`product_code: ANY(\"SL-2040\") AND variant: ANY(\"SL-2040-NV\", \"common\") AND status: ANY(\"current\")` \u306e\u3088\u3046\u306b\u66f8\u3051\u307e\u3059\u3002**\u5546\u54c1\u30b3\u30fc\u30c9\u3067\u7d5e\u3089\u305a\u306b\u691c\u7d22\u3059\u308b\u3068\u3001\u540c\u3058\u30e1\u30fc\u30ab\u30fc\u306e\u4f3c\u305f\u578b\u756a\u306e\u4ed5\u69d8\u66f8\u304c\u6839\u62e0\u306b\u51fa\u307e\u3059\u3002** \u578b\u756a\u9055\u3044\u306e\u5bfe\u5fdc\u6a5f\u7a2e\u306f\u3001\u305f\u3044\u3066\u3044\u5c11\u3057\u305a\u3064\u9055\u3044\u307e\u3059\u3002\n\n**\u5546\u54c1\u30de\u30b9\u30bf\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5546\u54c1\u30b3\u30fc\u30c9\u30671\u884c\u3060\u3051\u5f15\u304d\u307e\u3059\u3002** \u30de\u30b9\u30bf\u306f\u300c\u3053\u306e\u5546\u54c1\u306e\u5bf8\u6cd5\u306f\u3053\u306e\u5024\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u306e\u8868\u3067\u3001\u4f3c\u305f\u3082\u306e\u3092\u63a2\u3059\u5bfe\u8c61\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u691c\u7d22\u306b\u5165\u308c\u308b\u3068\u3001\u540d\u524d\u306e\u4f3c\u305f\u5225\u306e\u5546\u54c1\u306e\u884c\u304c\u6839\u62e0\u306b\u51fa\u307e\u3059\u3002** \u5f15\u3044\u305f\u884c\u306f\u3001\u305d\u306e\u6642\u70b9\u306e\u5024\u3068\u3057\u3066\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002\n\n**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u5546\u54c1\u306e\u767b\u9332\u3068\u4ed5\u69d8\u66f8\u306e\u5dee\u3057\u66ff\u3048\u306e\u305f\u3073\u306b\u884c\u3044\u307e\u3059\u3002** \u30e1\u30fc\u30ab\u30fc\u304b\u3089\u65b0\u3057\u3044\u7248\u306e\u53d6\u6271\u8aac\u660e\u66f8\u304c\u5c4a\u3044\u305f\u3089\u3001\u65e7\u7248\u3092 `retired` \u306b\u3057\u3066\u304b\u3089\u65b0\u7248\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **PDF\u306b\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u8272\u30fb\u30b5\u30a4\u30ba\u3092\u4ed8\u3051\u308b** \u2026 \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u5546\u54c1\u30de\u30b9\u30bf\u3092\u7a81\u304d\u5408\u308f\u305b\u3001\u5bfe\u5fdc\u306e\u8868\u3092\u4f5c\u308a\u307e\u3059\n2. **\u30b9\u30ad\u30e3\u30f3\u3057\u305fPDF\u3092\u898b\u5206\u3051\u308b** \u2026 \u6587\u5b57\u304c\u9078\u3079\u306a\u3044PDF\u306f\u3001\u53d6\u308a\u8fbc\u307f\u306e\u8a2d\u5b9a\u3067OCR\u306e\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u3044\u307e\u3059\u3002**OCR\u306e\u30d1\u30fc\u30b5\u30fc\u304c\u8aad\u3080\u306e\u306f\u30011\u30d5\u30a1\u30a4\u30eb\u306e\u6700\u521d\u306e500\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059**\n3. **\u8868\u3092\u8aad\u3081\u308b\u3088\u3046\u306b\u3059\u308b** \u2026 \u5bfe\u5fdc\u6a5f\u7a2e\u3084\u4ed8\u5c5e\u54c1\u306f\u8868\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u8868\u3068\u898b\u51fa\u3057\u3092\u691c\u51fa\u3055\u305b\u307e\u3059\n4. **\u898b\u51fa\u3057\u3092\u65ad\u7247\u306b\u542b\u3081\u308b** \u2026 \u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u6642\u306b\u5206\u5272\u3092\u6709\u52b9\u306b\u3057\u3001`includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3057\u307e\u3059\n5. **\u6d77\u5916\u5411\u3051\u306e\u7248\u3092\u9664\u304f** \u2026 \u540c\u3058\u53d6\u6271\u8aac\u660e\u66f8\u306b\u3001\u65e5\u672c\u3067\u58f2\u3063\u3066\u3044\u306a\u3044\u578b\u756a\u306e\u8a18\u8f09\u304c\u4e26\u3076\u3082\u306e\u306f\u3001\u5bfe\u8c61\u5916\u306e\u578b\u756a\u3092\u6ce8\u8a18\u3057\u307e\u3059\n6. **\u56de\u7b54\u306e\u5bfe\u8c61\u5916\u306e\u4e00\u89a7\u3092\u4f5c\u308b** \u2026 \u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u30fb\u8fd4\u54c1\u30fb\u52b9\u80fd\u306e\u8cea\u554f\u3092\u3001\u3069\u306e\u6848\u5185\u3078\u56de\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\n7. **\u30de\u30b9\u30bf\u306e\u5358\u4f4d\u3092\u305d\u308d\u3048\u308b** \u2026 \u5bf8\u6cd5\u306e\u5358\u4f4d\uff08mm\uff0fcm\uff09\u3068\u3001\u91cd\u3055\u306b\u4ed8\u5c5e\u54c1\u3092\u542b\u3080\u304b\u3092\u3001\u9805\u76ee\u306e\u8aac\u660e\u306b\u66f8\u304d\u307e\u3059\n\n**4\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u5206\u5272\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u306e\u3042\u3068\u3067\u306f\u6709\u52b9\u306b\u3082\u7121\u52b9\u306b\u3082\u3067\u304d\u305a\u3001**\u898b\u51fa\u3057\u3092\u542b\u3081\u308b\u8a2d\u5b9a\u306f\u65e2\u5b9a\u3067\u306f\u7121\u52b9\u3067\u3059\u3002** \u53d6\u6271\u8aac\u660e\u66f8\u306e\u300c\u4ed8\u5c5e\u54c1\u300d\u306e\u898b\u51fa\u3057\u304c\u65ad\u7247\u306b\u5165\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u65ad\u7247\u3060\u3051\u3092\u8aad\u3093\u3067\u3082\u4f55\u306e\u4e00\u89a7\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002\u5206\u5272\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\u3067\u3001\u65e2\u5b9a\u306f500\u3067\u3059\u3002\n\n**7\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u300c\u91cd\u3055 1.2kg\u300d\u304c\u30b1\u30fc\u30b9\u3092\u542b\u3080\u304b\u3069\u3046\u304b\u3067\u3001**\u5ba2\u306b\u3068\u3063\u3066\u306f\u5225\u306e\u7b54\u3048\u306b\u306a\u308a\u307e\u3059\u3002** \u30de\u30b9\u30bf\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u8fd4\u3059\u4ee5\u4e0a\u3001\u305d\u306e\u5024\u306e\u610f\u5473\u306f\u9805\u76ee\u306e\u8aac\u660e\u3068\u3057\u3066\u56de\u7b54\u306b\u6dfb\u3048\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306b\u7121\u3044\u5024\u3092\u3001\u305d\u306e\u5546\u54c1\u306e\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u304b\u3089\u898b\u3064\u3051\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u77ed\u304f\u7b54\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u3069\u306e\u5546\u54c1\u304b\u3001\u3069\u306e\u8a71\u984c\u3092\u56de\u3059\u304b\u306f\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6c7a\u3081\u307e\u3059\u3002\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u5148\u306b\u898b\u308b\u3082\u306e | AI\u304c\u63a2\u3059\u3082\u306e |\n|:--|:--|:--|\n| \u30b5\u30a4\u30ba | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5bf8\u6cd5\u30fb\u91cd\u3055 | \u53ce\u7d0d\u6642\u306e\u5bf8\u6cd5\u3001\u9069\u5fdc\u3059\u308b\u8eab\u9577\u30fb\u4f53\u683c |\n| \u7d20\u6750 | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u7d20\u6750 | \u90e8\u54c1\u3054\u3068\u306e\u7d20\u6750\u3001\u8868\u9762\u306e\u52a0\u5de5 |\n| \u5bfe\u5fdc\u6a5f\u7a2e | \u2500 | \u4ed5\u69d8\u66f8\u306e\u5bfe\u5fdc\u6a5f\u7a2e\u306e\u4e00\u89a7 |\n| \u4ed8\u5c5e\u54c1 | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u4ed8\u5c5e\u54c1\u306e\u6b04 | \u53d6\u6271\u8aac\u660e\u66f8\u306e\u4ed8\u5c5e\u54c1\u306e\u4e00\u89a7\u3001\u5225\u58f2\u308a\u306e\u90e8\u54c1 |\n\n**\u30b5\u30a4\u30ba\u306e\u8cea\u554f\u3067\u591a\u3044\u306e\u306f\u300c\u81ea\u5206\u306e\u4f53\u683c\u306b\u5408\u3046\u304b\u300d\u3067\u3059\u3002** \u7b54\u3048\u3089\u308c\u308b\u306e\u306f\u3001\u4ed5\u69d8\u66f8\u306b\u66f8\u304b\u308c\u305f\u9069\u5fdc\u8eab\u9577\u3084\u80f8\u56f2\u306e\u7bc4\u56f2\u307e\u3067\u3067\u3059\u3002**\u5ba2\u306e\u8eab\u9577\u304c\u305d\u306e\u7bc4\u56f2\u306b\u5165\u308b\u304b\u3092\u6bd4\u3079\u308b\u306e\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4ed5\u4e8b\u306b\u305b\u305a\u3001\u7bc4\u56f2\u3092\u305d\u306e\u307e\u307e\u793a\u3057\u3066\u5ba2\u306b\u5224\u65ad\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002** \u7bc4\u56f2\u306e\u7aef\u306b\u3044\u308b\u5ba2\u306b\u300c\u5408\u3044\u307e\u3059\u300d\u3068\u7b54\u3048\u308b\u3068\u3001\u8fd4\u54c1\u306e\u7406\u7531\u304c\u305d\u306e\u307e\u307e\u5e97\u306e\u56de\u7b54\u306b\u306a\u308a\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| `session` | \u5546\u54c1\u3054\u3068\u306e\u30bb\u30c3\u30b7\u30e7\u30f3 | \u7d9a\u3051\u3066\u306e\u8cea\u554f\u3092\u3064\u306a\u3050 |\n| `includeCitations` | \u6709\u52b9 | \u56de\u7b54\u306b\u4ed5\u69d8\u66f8\u306e\u30da\u30fc\u30b8\u3092\u4ed8\u3051\u308b |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u8a18\u8f09\u306e\u7121\u3044\u8cea\u554f\u306b\u7b54\u3048\u306a\u3044 |\n| `ignoreAdversarialQuery` | \u6709\u52b9 | \u60f3\u5b9a\u5916\u306e\u6587\u9762\u306b\u7b54\u3048\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u3042\u3044\u3055\u3064\u3084\u96d1\u8ac7\u3067\u691c\u7d22\u3057\u306a\u3044 |\n| `filter` | \u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8272\u30fb\u30b5\u30a4\u30ba\u3001\u72b6\u614b | \u305d\u306e\u5546\u54c1\u306e\u73fe\u884c\u306e\u6587\u66f8\u3060\u3051\u306b\u3059\u308b |\n| `userPseudoId` | \u6765\u8a2a\u8005\u3054\u3068\u306e\u4eee\u306e\u8b58\u5225\u5b50 | \u4f1a\u54e1\u306e\u60c5\u5831\u3068\u7d50\u3073\u3064\u3051\u306a\u3044 |\n| `preamble` | \u4e0b\u306e\u6307\u793a | \u7b54\u3048\u65b9\u306e\u898f\u5247\u3092\u4e0e\u3048\u308b |\n\n**`ignoreLowRelevantContent` \u304c\u3001\u3053\u306e\u984c\u6750\u306e\u8981\u3067\u3059\u3002** \u8a18\u8f09\u306e\u7121\u3044\u8cea\u554f\u306b\u3001\u95a2\u4fc2\u306e\u8584\u3044\u65ad\u7247\u304b\u3089\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u306e\u8a2d\u5b9a\u3067\u3059\u3002**\u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u304b\u3063\u305f\u3053\u3068\u81ea\u4f53\u3092\u3001\u300c\u8a18\u8f09\u304c\u7121\u3044\u300d\u3068\u3044\u3046\u7d50\u679c\u3068\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u4e00\u89a7\u306b\u7121\u3044\u6a5f\u7a2e\u3067\u4f7f\u3048\u308b\u304b\u306e\u63a8\u6e2c | \u4f7f\u3048\u306a\u304b\u3063\u305f\u3068\u304d\u306b\u8fd4\u54c1\u3068\u82e6\u60c5\u306b\u306a\u308b |\n| \u7d20\u6750\u306e\u5b89\u5168\u6027\u3084\u808c\u3078\u306e\u5f71\u97ff\u306e\u8aac\u660e | \u5e97\u304c\u6839\u62e0\u306a\u304f\u5b89\u5168\u3068\u7b54\u3048\u308b\u3053\u3068\u306b\u306a\u308b |\n| \u4ed6\u306e\u5546\u54c1\u3068\u306e\u6bd4\u8f03\u3084\u304a\u3059\u3059\u3081 | \u6839\u62e0\u306e\u7121\u3044\u6bd4\u8f03\u306f\u8868\u793a\u306e\u554f\u984c\u306b\u306a\u308a\u3046\u308b |\n| \u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u306e\u56de\u7b54 | \u5225\u306e\u30c7\u30fc\u30bf\u3092\u5f15\u304f\u5fc5\u8981\u304c\u3042\u308b |\n| \u5358\u4f4d\u306e\u63db\u7b97\u3084\u8a08\u7b97 | \u66f8\u304b\u308c\u305f\u5024\u3068\u9055\u3046\u5024\u304c\u51fa\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5bfe\u5fdc\u6a5f\u7a2e\u306e\u4e00\u89a7\u306b\u300c\u25cb\u25cb 2023\u5e74\u30e2\u30c7\u30eb\u300d\u304c\u3042\u308a\u3001\u5ba2\u304c\u300c2024\u5e74\u30e2\u30c7\u30eb\u306f\u300d\u3068\u805e\u304f\u3068\u3001\u30e2\u30c7\u30eb\u306f\u300c\u5f8c\u7d99\u6a5f\u306a\u306e\u3067\u4f7f\u3048\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u300d\u3068\u66f8\u304d\u305f\u304c\u308a\u307e\u3059\u3002**\u4e00\u89a7\u306b\u7121\u3044\u6a5f\u7a2e\u306f\u3001\u305d\u308c\u3060\u3051\u3067\u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3067\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306fEC\u30b5\u30a4\u30c8\u3067\u3001\u8cfc\u5165\u3092\u8003\u3048\u3066\u3044\u308b\u5ba2\u304b\u3089\u306e\u5546\u54c1\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u62c5\u5f53\u3067\u3059\u3002\n\u8aad\u3080\u306e\u306f\u3001\u3053\u306e\u5546\u54c1\u3092\u8cb7\u3046\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u5ba2\u3067\u3059\u3002\n\n\u3010\u524d\u63d0\u3011\n\u691c\u7d22\u306e\u5bfe\u8c61\u306f\u3001\u5ba2\u304c\u898b\u3066\u3044\u308b1\u3064\u306e\u5546\u54c1\u306e\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u3060\u3051\u3067\u3059\u3002\n\u691c\u7d22\u306e\u6587\u306e\u6700\u521d\u306b\u3001\u5546\u54c1\u540d\u3068\u8272\u30fb\u30b5\u30a4\u30ba\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u8cea\u554f\u3078\u306e\u7b54\u3048\u30921\u301c3\u6587\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n   \u4ed5\u69d8\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5024\u3068\u5358\u4f4d\u3092\u3001\u305d\u306e\u307e\u307e\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u7b54\u3048\u306e\u6839\u62e0\u306b\u3057\u305f\u6587\u66f8\u306e\u7a2e\u985e\uff08\u4ed5\u69d8\u66f8\uff0f\u53d6\u6271\u8aac\u660e\u66f8\uff09\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u8272\u3084\u30b5\u30a4\u30ba\u3067\u5024\u304c\u9055\u3046\u5834\u5408\u306f\u3001\u5ba2\u306e\u9078\u3093\u3060\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u5024\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u691c\u7d22\u7d50\u679c\u306e\u6587\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e00\u822c\u7684\u306a\u77e5\u8b58\u3084\u3001\u4f3c\u305f\u5546\u54c1\u306e\u60c5\u5831\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5bfe\u5fdc\u6a5f\u7a2e\u306f\u3001\u6587\u66f8\u306e\u4e00\u89a7\u306b\u540d\u524d\u304c\u3042\u308b\u3082\u306e\u3060\u3051\u3092\u300c\u5bfe\u5fdc\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5f8c\u7d99\u6a5f\u30fb\u540c\u3058\u30b7\u30ea\u30fc\u30ba\u30fb\u4f3c\u305f\u578b\u756a\u306b\u3064\u3044\u3066\u300c\u4f7f\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7d20\u6750\u304c\u808c\u3084\u5065\u5eb7\u306b\u5b89\u5168\u304b\u3069\u3046\u304b\u3001\u30a2\u30ec\u30eb\u30ae\u30fc\u304c\u8d77\u304d\u306a\u3044\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u7d20\u6750\u306e\u540d\u524d\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4ed6\u306e\u5546\u54c1\u3068\u6bd4\u3079\u305f\u308a\u3001\u4ed6\u306e\u5546\u54c1\u3092\u52e7\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5728\u5eab\u3001\u304a\u5c4a\u3051\u65e5\u3001\u4fa1\u683c\u3001\u8fd4\u54c1\u306b\u3064\u3044\u3066\u306f\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a72\u5f53\u3059\u308b\u8a18\u8f09\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306f\u3001\n  \u300c\u3053\u306e\u5546\u54c1\u306e\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u306b\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3057\u3066\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\n  \u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u5f8c\u7d99\u6a5f\u30fb\u540c\u3058\u30b7\u30ea\u30fc\u30ba\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u300d\u3092\u540d\u6307\u3057\u3067\u66f8\u304f\u306e\u304c\u3001\u3053\u306e\u6307\u793a\u306e\u8981\u3067\u3059\u3002** \u300c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3067\u7b54\u3048\u308b\u300d\u3068\u66f8\u304f\u3060\u3051\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306f\u4e00\u89a7\u306b\u3042\u308b\u578b\u756a\u3092\u6839\u62e0\u306b\u3057\u3066\u300c\u30b7\u30ea\u30fc\u30ba\u3068\u3057\u3066\u5bfe\u5fdc\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u7981\u3058\u308b\u306e\u306f\u3001\u4e00\u89a7\u306e\u5916\u3078\u5e83\u3052\u308b\u63a8\u8ad6\u305d\u306e\u3082\u306e\u3067\u3059\u3002**\n\n**\u300c\u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u300d\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u4ed5\u69d8\u66f8\u304c\u300c45\u00d720cm\u300d\u3068\u66f8\u3044\u3066\u3044\u308b\u3082\u306e\u3092\u300c\u7d0418\u30a4\u30f3\u30c1\u300d\u3068\u66f8\u304d\u76f4\u3059\u3068\u3001**\u4e38\u3081\u306e\u8aa4\u5dee\u304c\u7b54\u3048\u306b\u5165\u308a\u307e\u3059\u3002** \u5ba2\u304c\u5fc5\u8981\u306a\u3089\u3001\u5ba2\u304c\u63db\u7b97\u3057\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u3092\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u6574\u3048\u3066\u3001\u30c1\u30e3\u30c3\u30c8\u3068\u8a18\u9332\u306b\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"chat_id\": \"\",\n  \"session_id\": \"\",\n  \"product_code\": \"\",\n  \"variant\": \"\",\n  \"question_type\": \"size | material | compatibility | accessories | out_of_scope\",\n  \"source\": \"master | document | none\",\n  \"status\": \"answered | escalated | routed\",\n  \"answer_text\": \"\",\n  \"master_fields\": [ { \"field\": \"\", \"value\": \"\", \"note\": \"\" } ],\n  \"doc_refs\": [ { \"doc_type\": \"spec | manual\", \"product_code\": \"\", \"page\": \"\", \"uri\": \"\" } ],\n  \"gap\": { \"recorded\": false, \"attribute\": \"\", \"question\": \"\" },\n  \"feedback\": \"helpful | not_helpful | none\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`source` \u3067\u7b54\u3048\u306e\u51fa\u3069\u3053\u308d\u3092\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u30de\u30b9\u30bf\u306e\u5024\u3067\u7b54\u3048\u305f\u3082\u306e\u3068\u3001\u6587\u66f8\u304b\u3089\u4f5c\u3063\u305f\u3082\u306e\u3068\u3001\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u3082\u306e\u3092\u5206\u3051\u3066\u6570\u3048\u308b\u3068\u3001**\u30de\u30b9\u30bf\u306e\u9805\u76ee\u3092\u5897\u3084\u3059\u3079\u304d\u304b\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306b\u66f8\u304d\u8db3\u3059\u3079\u304d\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`doc_refs` \u306e `product_code` \u3067\u691c\u67fb\u304c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u51fa\u5178\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u304c\u5ba2\u306e\u898b\u3066\u3044\u308b\u5546\u54c1\u3068\u9055\u3046\u56de\u7b54\u3092\u898b\u3064\u3051\u305f\u3089\u3001**\u56de\u7b54\u3092\u51fa\u3055\u305a\u306b\u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u3057\u3066\u56de\u3057\u307e\u3059\u3002** \u7d5e\u308a\u8fbc\u307f\u306e\u8a2d\u5b9a\u3092\u8aa4\u3063\u305f\u3068\u304d\u306e\u6700\u5f8c\u306e\u6b6f\u6b62\u3081\u3067\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`gap` \u3067\u8a18\u8f09\u4e0d\u8db3\u3092\u96c6\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u56de\u3063\u305f\u8cea\u554f\u306f\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u9805\u76ee\uff08\u53ce\u7d0d\u6642\u306e\u5bf8\u6cd5\u3001\u5bfe\u5fdc\u6a5f\u7a2e\u3001\u306a\u3069\uff09\u3092\u4ed8\u3051\u3066\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u306b\u5165\u308a\u307e\u3059\u3002**\u5546\u54c1\u30da\u30fc\u30b8\u306e\u62c5\u5f53\u306f\u3001\u3053\u306e\u4e00\u89a7\u3092\u4ef6\u6570\u306e\u591a\u3044\u9806\u306b\u898b\u307e\u3059\u3002**\n\n**`master_fields` \u306e `note` \u306b\u306f\u3001\u9805\u76ee\u306e\u8aac\u660e\u3092\u305d\u306e\u307e\u307e\u5165\u308c\u307e\u3059\u3002** \u300c\u91cd\u3055\uff1a1.2kg\uff08\u53ce\u7d0d\u888b\u3092\u542b\u3080\uff09\u300d\u306e\u3088\u3046\u306b\u3001\u524d\u51e6\u7406\u306e7\u756a\u76ee\u3067\u66f8\u3044\u305f\u5358\u4f4d\u3068\u542b\u3080\u3082\u306e\u306e\u8aac\u660e\u3092\u3001\u5024\u3068\u4e00\u7dd2\u306b\u5ba2\u3078\u51fa\u3057\u307e\u3059\u3002**\u5024\u3060\u3051\u3092\u8fd4\u3059\u3068\u3001\u5ba2\u306f\u81ea\u5206\u306e\u77e5\u308a\u305f\u3044\u91cd\u3055\u3060\u3068\u601d\u3063\u3066\u8aad\u307f\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5546\u54c1\u30da\u30fc\u30b8\u306e\u30c1\u30e3\u30c3\u30c8 | \u30da\u30fc\u30b8\u306b\u7f6e\u304f\u90e8\u54c1 | \u8cea\u554f\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u8272\u30fb\u30b5\u30a4\u30ba\u3092\u53d7\u3051\u3001\u56de\u7b54\u3092\u8868\u793a\u3059\u308b |\n| \u5546\u54c1\u30de\u30b9\u30bf | \u8aad\u307f\u53d6\u308a | \u5bf8\u6cd5\u30fb\u91cd\u3055\u30fb\u7d20\u6750\u30fb\u4ed8\u5c5e\u54c1\u306e\u6b04\u3092\u5f15\u304f |\n| Agent Search | answer \u30e1\u30bd\u30c3\u30c9\u306e\u547c\u3073\u51fa\u3057 | \u305d\u306e\u5546\u54c1\u306e\u6587\u66f8\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308b |\n| \u554f\u3044\u5408\u308f\u305b\u7ba1\u7406\u306e\u753b\u9762 | \u66f8\u304d\u8fbc\u307f | \u56de\u3057\u305f\u8cea\u554f\u3092\u3001\u5546\u54c1\u3068\u8cea\u554f\u306e\u6587\u3068\u4e00\u7dd2\u306b\u8f09\u305b\u308b |\n| \u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7 | \u66f8\u304d\u8fbc\u307f | \u5546\u54c1\u30b3\u30fc\u30c9\u30fb\u9805\u76ee\u30fb\u8cea\u554f\u3092\u8db3\u3059 |\n\n**\u5546\u54c1\u30de\u30b9\u30bf\u3068\u5546\u54c1\u30da\u30fc\u30b8\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u304b\u3089\u5546\u54c1\u30da\u30fc\u30b8\u306b\u66f8\u304d\u8db3\u3059\u306e\u306f\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306e\u62c5\u5f53\u3067\u3059\u3002**AI\u304c\u898b\u3064\u3051\u305f\u5024\u3092\u81ea\u52d5\u3067\u5546\u54c1\u30da\u30fc\u30b8\u306b\u8f09\u305b\u308b\u3068\u3001\u8aa4\u308a\u304c\u5168\u90e8\u306e\u5ba2\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002**\n\n**\u4f1a\u54e1\u306e\u60c5\u5831\u3084\u6ce8\u6587\u306e\u5c65\u6b74\u306f\u5f15\u304d\u307e\u305b\u3093\u3002** \u8cfc\u5165\u524d\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u306e\u306b\u3001\u5ba2\u304c\u8ab0\u304b\u306f\u8981\u308a\u307e\u305b\u3093\u3002`userPseudoId` \u306b\u306f\u6765\u8a2a\u8005\u3054\u3068\u306e\u4eee\u306e\u8b58\u5225\u5b50\u3092\u5165\u308c\u3001**\u4f1a\u54e1\u306e ID \u306f\u5165\u308c\u307e\u305b\u3093\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u30c1\u30e3\u30c3\u30c8\u306e\u56de\u7b54\u306f\u3001\u5ba2\u306b\u76f4\u63a5\u5c4a\u304d\u307e\u3059\u3002** \u3060\u304b\u3089\u4eba\u306e\u78ba\u8a8d\u3092\u3001\u56de\u7b54\u306e\u524d\u3067\u306f\u306a\u304f\u3001**\u56de\u7b54\u306e\u5f8c\u306e\u629c\u304d\u53d6\u308a\u3068\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n1. **\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b** \u2026 \u30e1\u30fc\u30ab\u30fc\u306b\u78ba\u304b\u3081\u3001\u5ba2\u306b\u8fd4\u3057\u307e\u3059\u3002**\u7b54\u3048\u305f\u5024\u306f\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u306e\u540c\u3058\u884c\u306b\u66f8\u304d\u307e\u3059**\n2. **\u56de\u7b54\u3092\u629c\u304d\u53d6\u3063\u3066\u898b\u308b** \u2026 \u6bce\u65e5\u3001\u6587\u66f8\u304b\u3089\u4f5c\u3063\u305f\u56de\u7b54\u309220\u4ef6\u9078\u3073\u3001\u51fa\u5178\u306e\u30da\u30fc\u30b8\u3068\u898b\u6bd4\u3079\u307e\u3059\n3. **\u8a55\u4fa1\u306e\u4f4e\u3044\u56de\u7b54\u3092\u898b\u308b** \u2026 \u5ba2\u304c\u300c\u5f79\u306b\u7acb\u305f\u306a\u304b\u3063\u305f\u300d\u3092\u9078\u3093\u3060\u3082\u306e\u3092\u5168\u4ef6\u898b\u307e\u3059\n4. **\u5546\u54c1\u30da\u30fc\u30b8\u3092\u76f4\u3059** \u2026 \u9031\u306b\u4e00\u5ea6\u3001\u8a18\u8f09\u4e0d\u8db3\u306e\u591a\u3044\u5546\u54c1\u304b\u3089\u66f8\u304d\u8db3\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5bfe\u5fdc\u6a5f\u7a2e\u306e\u63a8\u6e2c\u3084\u5358\u4f4d\u306e\u63db\u7b97\u306f\u3001**\u5ba2\u304c\u6c17\u4ed8\u304b\u306a\u3044\u307e\u307e\u8cfc\u5165\u307e\u3067\u9032\u3080\u306e\u3067\u3001\u8a55\u4fa1\u306b\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002** \u629c\u304d\u53d6\u308a\u3067\u3057\u304b\u898b\u3064\u304b\u3089\u306a\u3044\u8aa4\u308a\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u76ee\u6a19\u306f\u30011,200\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef62\u5206\u3067\u3059\u3002** \u56de\u7b54\u3067\u89e3\u6c7a\u3057\u305f\u8cea\u554f\u306e\u8a18\u9332\u306e\u78ba\u8a8d\u3068\u629c\u304d\u53d6\u308a\u3001\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3092\u62c5\u5f53\u304c\u7b54\u3048\u308b\u6642\u9593\u306e\u5e73\u5747\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5546\u54c1\u30b3\u30fc\u30c9\u304c\u6e21\u3089\u306a\u3044\uff08\u30da\u30fc\u30b8\u306e\u5916\u304b\u3089\u958b\u3044\u305f\uff09 | \u5546\u54c1\u540d\u304b\u578b\u756a\u3092\u805e\u304d\u3001\u5546\u54c1\u30de\u30b9\u30bf\u3067\u7279\u5b9a\u3067\u304d\u306a\u3051\u308c\u3070\u62c5\u5f53\u3078\u56de\u3059 |\n| \u8272\u30fb\u30b5\u30a4\u30ba\u3092\u9078\u3093\u3067\u3044\u306a\u3044 | \u8272\u30fb\u30b5\u30a4\u30ba\u3067\u5024\u304c\u9055\u3046\u9805\u76ee\u306a\u3089\u3001\u5148\u306b\u9078\u3093\u3067\u3082\u3089\u3046 |\n| \u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u30fb\u8fd4\u54c1\u306e\u8cea\u554f | \u7b54\u3048\u3092\u4f5c\u3089\u305a\u3001\u305d\u308c\u305e\u308c\u306e\u6848\u5185\u306e\u30da\u30fc\u30b8\u3092\u793a\u3059 |\n| \u52b9\u80fd\u3084\u5b89\u5168\u6027\u306e\u8cea\u554f | \u7b54\u3048\u3092\u4f5c\u3089\u305a\u62c5\u5f53\u3078\u56de\u3059 |\n| \u6587\u66f8\u304b\u3089\u56de\u7b54\u304c\u4f5c\u3089\u308c\u306a\u3044 | \u300c\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u8fd4\u3057\u3001\u8a18\u8f09\u4e0d\u8db3\u3068\u3057\u3066\u8a18\u9332\u3059\u308b |\n| \u51fa\u5178\u304c\u5225\u306e\u5546\u54c1\u306e\u6587\u66f8 | \u56de\u7b54\u3092\u51fa\u3055\u305a\u3001\u8a18\u8f09\u4e0d\u8db3\u3068\u3057\u3066\u56de\u3059 |\n| \u4ed5\u69d8\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u5546\u54c1 | \u5546\u54c1\u30de\u30b9\u30bf\u306e\u5024\u3060\u3051\u3067\u7b54\u3048\u3001\u305d\u308c\u4ee5\u5916\u306f\u56de\u3059\u3002**\u4ed5\u69d8\u66f8\u306e\u53d6\u308a\u5bc4\u305b\u3092\u5546\u54c1\u306e\u62c5\u5f53\u306b\u51fa\u3059** |\n| \u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u300c\u56de\u7b54\u3092\u4f5c\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u8868\u793a\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u30d5\u30a9\u30fc\u30e0\u3092\u793a\u3059 |\n| \u5ba2\u304c\u300c\u4eba\u3068\u8a71\u3057\u305f\u3044\u300d\u3068\u66f8\u304f | \u305d\u306e\u6642\u70b9\u306e\u5546\u54c1\u3068\u8cea\u554f\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u3078\u56de\u3059 |\n\n**7\u884c\u76ee\u306f\u3001\u601d\u3063\u305f\u3088\u308a\u591a\u304f\u51fa\u307e\u3059\u3002** \u30e1\u30fc\u30ab\u30fc\u304b\u3089\u4ed5\u69d8\u66f8\u3092\u3082\u3089\u308f\u305a\u306b\u767b\u9332\u3057\u305f\u5546\u54c1\u306f\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306bPDF\u304c\u3042\u308a\u307e\u305b\u3093\u3002**\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u3067\u300c\u4ed5\u69d8\u66f8\u306a\u3057\u300d\u306e\u5546\u54c1\u3092\u6570\u3048\u308b\u3068\u3001\u4ed5\u5165\u308c\u306e\u62c5\u5f53\u306b\u53d6\u308a\u5bc4\u305b\u3092\u983c\u3080\u9806\u756a\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8cea\u554f\u306e\u6587\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3001\u8272\u30fb\u30b5\u30a4\u30ba\u3001\u65e5\u6642\u3001\u6765\u8a2a\u8005\u306e\u4eee\u306e\u8b58\u5225\u5b50\n- \u8cea\u554f\u306e\u7a2e\u985e\u306e\u5224\u5b9a\u3068\u3001\u30de\u30b9\u30bf\u3067\u7b54\u3048\u305f\u304b\u6587\u66f8\u3067\u7b54\u3048\u305f\u304b\n- \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u7d44\u307f\u7acb\u3066\u305f\u691c\u7d22\u306e\u6587\u3068\u3001\u4f7f\u3063\u305f\u7d5e\u308a\u8fbc\u307f\u306e\u5f0f\n- answer \u30e1\u30bd\u30c3\u30c9\u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u56de\u7b54\u3001\u51fa\u5178\u3001\u56de\u7b54\u3057\u306a\u304b\u3063\u305f\u7406\u7531\uff09\n- \u5ba2\u306e\u8a55\u4fa1\u3068\u3001**\u62c5\u5f53\u304c\u6700\u7d42\u7684\u306b\u7b54\u3048\u305f\u5185\u5bb9**\n- **\u8a18\u8f09\u4e0d\u8db3\u306e\u4e00\u89a7\u3078\u306e\u8a18\u9332\u3068\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306b\u66f8\u304d\u8db3\u3057\u305f\u65e5**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u52b9\u679c\u3092\u6e2c\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u304d\u8db3\u3057\u305f\u5546\u54c1\u3067\u3001\u540c\u3058\u9805\u76ee\u306e\u8cea\u554f\u304c\u305d\u306e\u5f8c\u4f55\u4ef6\u5c4a\u3044\u305f\u304b\u3092\u898b\u308c\u3070\u3001**\u5546\u54c1\u30da\u30fc\u30b8\u3092\u76f4\u3057\u305f\u3053\u3068\u3067\u6e1b\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u304c\u6570\u3048\u3089\u308c\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u5bfe\u5fdc\u6a5f\u7a2e\u306e\u8cea\u554f\u3068\u3001\u4ed5\u69d8\u66f8\u306b\u8a18\u8f09\u306e\u7121\u304b\u3063\u305f\u8cea\u554f\u3092\u6570\u4ef6\u5165\u308c\u308b**\uff09\n2. \u305d\u306e30\u4ef6\u306b\u3064\u3044\u3066\u3001\u62c5\u5f53\u304c\u3069\u306e\u8cc7\u6599\u3092\u898b\u3066\u3001\u3069\u3046\u7b54\u3048\u305f\u304b\u3092\u8a18\u9332\u304b\u3089\u62fe\u3046\n3. 30\u4ef6\u306e\u5546\u54c1\u306e\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u3092\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cc7\u6599\u3068\u3057\u3066\u8aad\u307f\u8fbc\u307e\u305b\u308b\n4. \u5546\u54c1\u540d\u3068\u8272\u30fb\u30b5\u30a4\u30ba\u3068\u8cea\u554f\u3092\u8cbc\u308a\u3001\u300c\u6dfb\u4ed8\u306e\u8cc7\u6599\u3060\u3051\u3092\u6839\u62e0\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u8a18\u8f09\u304c\u7121\u3051\u308c\u3070\u300e\u8a18\u8f09\u304c\u3042\u308a\u307e\u305b\u3093\u300f\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u4e00\u89a7\u306b\u7121\u3044\u6a5f\u7a2e\u306b\u3064\u3044\u3066\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u56de\u7b54\u3092\u3001\u5f53\u6642\u306e\u62c5\u5f53\u306e\u56de\u7b54\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u3068\u540c\u3058\u5024\u3068\u51fa\u5178\u304c\u51fa\u305f | **\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u4e00\u89a7\u306b\u7121\u3044\u6a5f\u7a2e\u3067\u300c\u4f7f\u3048\u308b\u53ef\u80fd\u6027\u300d\u3068\u66f8\u3044\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5225\u306e\u8272\u30fb\u578b\u756a\u306e\u8cc7\u6599\u306e\u5024\u3067\u7b54\u3048\u305f | **PDF\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u306e\u5bfe\u5fdc\u3092\u4f5c\u308b\u306e\u304c\u5148\u3002** \u691c\u7d22\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306ePDF\u304c\u3069\u306e\u8272\u30fb\u578b\u756a\u306e\u3082\u306e\u304b\u304c\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u5074\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3068\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002** \u5bfe\u5fdc\u306e\u8868\u3092\u4f5c\u3063\u3066\u304b\u3089\u3001\u540c\u305830\u4ef6\u3067\u8a66\u3057\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"\u4ed5\u69d8\u66f8\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3001\u62c5\u5f53\u304c\u8cea\u554f\u3092\u8cbc\u3063\u3066\u7b54\u3048\u3092\u63a2\u3055\u305b\u308b \uff0f \u4ed5\u69d8\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u306e\u691c\u7d22","semi_auto_setup":"\u4e0a\u8a18\uff0b\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308a\u3001\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u7ba1\u7406\u306e\u753b\u9762\u304b\u3089\u5546\u54c1\u30b3\u30fc\u30c9\u4ed8\u304d\u3067\u691c\u7d22\u3059\u308b \uff0f \u6839\u62e0\u4ed8\u304d\u306e\u56de\u7b54\u6848\u3068\u3001\u8a18\u8f09\u4e0d\u8db3\u306e\u8a18\u9332","full_setup":"\u4e0a\u8a18\uff0b\u5ba2\u304c\u5546\u54c1\u30da\u30fc\u30b8\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u76f4\u63a5\u805e\u304d\u3001\u30de\u30b9\u30bf\u3068\u6587\u66f8\u304b\u3089\u7b54\u3048\u3001\u8a18\u8f09\u306e\u7121\u3044\u3082\u306e\u3092\u56de\u3059 \uff0f \u8cea\u554f\u306e\u53d7\u3051\u4ed8\u3051\u304b\u3089\u56de\u7b54\u30fb\u5f15\u304d\u7d99\u304e\u30fb\u8a18\u8f09\u4e0d\u8db3\u306e\u96c6\u8a08\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef65\u5206\u304c3\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u63a2\u3059\u6642\u9593\u306f\u7e2e\u307f\u307e\u3059\u304c\u3001\u62c5\u5f53\u304c\u5168\u4ef6\u306e\u56de\u7b54\u3092\u66f8\u3044\u3066\u9001\u308b\u5f62\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30672\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**\u8a18\u8f09\u306e\u3042\u308b\u8cea\u554f\u304c\u62c5\u5f53\u3092\u901a\u3089\u305a\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u5b8c\u7d50\u3059\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e1\u304b\u6708\u3067\u3001**\u691c\u7d22\u304c\u5225\u306e\u5546\u54c1\u306e\u8cc7\u6599\u3092\u51fa\u3057\u305f\u4ef6\u6570**\u3092\u6570\u3048\u307e\u3059\u3002\u305d\u308c\u304c\u30bc\u30ed\u306b\u8fd1\u3065\u304f\u307e\u3067\u3001PDF\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u306e\u5bfe\u5fdc\u3092\u76f4\u3057\u3066\u304b\u3089\u5ba2\u306b\u958b\u304d\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u4e00\u89a7\u306b\u7121\u3044\u6a5f\u7a2e\u3067\u300c\u4f7f\u3048\u308b\u53ef\u80fd\u6027\u300d\u3068\u7b54\u3048\u308b | \u5f8c\u7d99\u6a5f\u30fb\u540c\u3058\u30b7\u30ea\u30fc\u30ba\u306b\u5e83\u3052\u306a\u3044\u3068**\u540d\u6307\u3057\u3067**\u7981\u3058\u3001\u629c\u304d\u53d6\u308a\u3067\u898b\u308b |\n| \u5225\u306e\u8272\u30fb\u578b\u756a\u306e\u8cc7\u6599\u3067\u7b54\u3048\u308b | \u5546\u54c1\u30b3\u30fc\u30c9\u3068\u8272\u30fb\u30b5\u30a4\u30ba\u3067\u5fc5\u305a\u7d5e\u308a\u3001**\u51fa\u5178\u306e\u5546\u54c1\u30b3\u30fc\u30c9\u3092\u7167\u5408\u3059\u308b** |\n| \u30de\u30b9\u30bf\u306e\u7a7a\u6b04\u3092\u300c\u7121\u3044\u300d\u3068\u7b54\u3048\u308b | \u7a7a\u6b04\u306f\u672a\u5165\u529b\u3068\u3057\u3066\u6271\u3044\u3001\u6587\u66f8\u306b\u9032\u3080 |\n| \u5358\u4f4d\u3092\u63db\u7b97\u3057\u3066\u7b54\u3048\u308b | \u63db\u7b97\u3068\u8a08\u7b97\u3092\u7981\u3058\u3001\u66f8\u304b\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u8fd4\u3059 |\n| \u7d20\u6750\u306e\u5b89\u5168\u6027\u3092\u7b54\u3048\u308b | \u7d20\u6750\u306e\u540d\u524d\u3060\u3051\u3092\u66f8\u304b\u305b\u3001\u52b9\u80fd\u30fb\u5b89\u5168\u6027\u306e\u8cea\u554f\u306f\u56de\u3059 |\n| \u8868\u306e\u5bfe\u5fdc\u6a5f\u7a2e\u3092\u8aad\u307f\u843d\u3068\u3059 | \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u3067\u8868\u3092\u691c\u51fa\u3055\u305b\u308b |\n| \u898b\u51fa\u3057\u306e\u7121\u3044\u65ad\u7247\u3067\u7b54\u3048\u308b | \u4f5c\u6210\u6642\u306b `includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3059\u308b\u3002**\u5f8c\u304b\u3089\u5909\u3048\u3089\u308c\u306a\u3044** |\n| \u65e7\u7248\u306e\u53d6\u6271\u8aac\u660e\u66f8\u3067\u7b54\u3048\u308b | \u5dee\u3057\u66ff\u3048\u306e\u305f\u3073\u306b\u65e7\u7248\u3092 `retired` \u306b\u3059\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u3001\u7b54\u3048\u3068\u3057\u3066\u306f\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u306e\u306b\u3001**\u305d\u306e\u5546\u54c1\u306e\u305d\u306e\u8272\u306e\u8a18\u8f09\u3067\u306f\u306a\u3044**\u3068\u3044\u3046\u5931\u6557\u3067\u3059\u3002\u5ba2\u306f\u78ba\u304b\u3081\u3088\u3046\u304c\u306a\u304f\u3001\u5c4a\u3044\u3066\u304b\u3089\u6c17\u4ed8\u304d\u307e\u3059\u3002\n\n**3\u884c\u76ee\u306f\u3001\u30de\u30b9\u30bf\u3092\u5148\u306b\u898b\u308b\u8a2d\u8a08\u306e\u526f\u4f5c\u7528\u3067\u3059\u3002** \u30de\u30b9\u30bf\u306e\u5024\u3092\u512a\u5148\u3059\u308b\u3076\u3093\u3001**\u7a7a\u6b04\u306e\u6271\u3044\u3092\u6c7a\u3081\u3066\u304a\u304b\u306a\u3044\u3068\u3001\u300c\u4ed8\u5c5e\u54c1\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u7b54\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u53d6\u308a\u8fbc\u307f\u306e\u904b\u7528\u3067\u8d77\u304d\u307e\u3059\u3002** \u53d6\u6271\u8aac\u660e\u66f8\u306e\u5dee\u3057\u66ff\u3048\u3092\u5546\u54c1\u306e\u62c5\u5f53\u304c\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3067\u6e08\u307e\u305b\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3078\u306e\u53d6\u308a\u8fbc\u307f\u3092\u5fd8\u308c\u308b\u3068\u3001**\u65e7\u7248\u306e\u4ed8\u5c5e\u54c1\u306e\u4e00\u89a7\u3067\u7b54\u3048\u7d9a\u3051\u307e\u3059\u3002** \u5dee\u3057\u66ff\u3048\u306e\u624b\u9806\u306b\u53d6\u308a\u8fbc\u307f\u3092\u5165\u308c\u3001\u6708\u306b\u4e00\u5ea6\u3001\u30d5\u30a9\u30eb\u30c0\u3068\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u7248\u3092\u7a81\u304d\u5408\u308f\u305b\u3066\u304f\u3060\u3055\u3044\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5546\u54c1\u30de\u30b9\u30bf\u3001\u30e1\u30fc\u30ab\u30fc\u306e\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u3001\u5ba2\u306e\u8cea\u554f\u306e\u6587\u3067\u3059\u3002**\u8cea\u554f\u306e\u6587\u306b\u306f\u3001\u5ba2\u304c\u81ea\u5206\u306e\u4f53\u683c\u3084\u6301\u3063\u3066\u3044\u308b\u6a5f\u5668\u3001\u3068\u304d\u306b\u306f\u6c0f\u540d\u3084\u9023\u7d61\u5148\u3092\u66f8\u304d\u307e\u3059\u3002**\n\n1. **\u8cea\u554f\u306e\u6587\u306b\u500b\u4eba\u306e\u60c5\u5831\u3092\u66f8\u304b\u305b\u306a\u3044** \u2026 \u30c1\u30e3\u30c3\u30c8\u306e\u753b\u9762\u306b\u300c\u304a\u540d\u524d\u3084\u9023\u7d61\u5148\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u8868\u793a\u3057\u3001\u56de\u3059\u3068\u304d\u306b\u9023\u7d61\u5148\u306f\u554f\u3044\u5408\u308f\u305b\u30d5\u30a9\u30fc\u30e0\u3067\u53d7\u3051\u307e\u3059\n2. **\u4f1a\u54e1\u306e\u60c5\u5831\u3068\u7d50\u3073\u3064\u3051\u306a\u3044** \u2026 `userPseudoId` \u306b\u306f\u6765\u8a2a\u8005\u3054\u3068\u306e\u4eee\u306e\u8b58\u5225\u5b50\u3092\u5165\u308c\u307e\u3059\n3. **\u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\u3092\u300c\u4f7f\u3048\u308b\u300d\u3068\u7b54\u3048\u306a\u3044** \u2026 \u8fd4\u54c1\u3068\u82e6\u60c5\u306e\u5143\u306b\u306a\u308a\u307e\u3059\u3002**\u63a8\u6e2c\u3057\u306a\u3044\u3053\u3068\u3092\u3001\u6307\u793a\u3068\u629c\u304d\u53d6\u308a\u306e\u4e21\u65b9\u3067\u5b88\u308a\u307e\u3059**\n4. **\u52b9\u80fd\u30fb\u5b89\u5168\u6027\u3092\u7b54\u3048\u306a\u3044** \u2026 \u5e97\u304c\u6839\u62e0\u306a\u304f\u5b89\u5168\u3068\u8868\u793a\u3057\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u56de\u7b54\u306e\u5bfe\u8c61\u5916\u306e\u4e00\u89a7\u306b\u5165\u308c\u3066\u3001\u5fc5\u305a\u56de\u3057\u307e\u3059**\n5. **\u30e1\u30fc\u30ab\u30fc\u306e\u8cc7\u6599\u306e\u6271\u3044\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4ed5\u69d8\u66f8\u3084\u53d6\u6271\u8aac\u660e\u66f8\u3092\u5ba2\u3078\u306e\u56de\u7b54\u306e\u6839\u62e0\u306b\u4f7f\u3046\u3053\u3068\u304c\u3001\u30e1\u30fc\u30ab\u30fc\u3068\u306e\u53d6\u308a\u6c7a\u3081\u3067\u8a8d\u3081\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n6. **\u8a18\u9332\u306e\u4fdd\u5b58\u306e\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u8cea\u554f\u306e\u6587\u306f\u3001\u8a18\u8f09\u4e0d\u8db3\u306e\u96c6\u8a08\u306b\u4f7f\u3046\u671f\u9593\u3060\u3051\u6b8b\u3057\u3001\u671f\u9593\u3092\u904e\u304e\u305f\u3089\u6d88\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u4f7f\u3048\u306a\u3044\u6a5f\u5668\u3092\u4f7f\u3048\u308b\u3068\u7b54\u3048\u308b\u3053\u3068\u3068\u3001\u5225\u306e\u5546\u54c1\u306e\u4ed5\u69d8\u3067\u7b54\u3048\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u63a8\u8ad6\u306e\u7981\u6b62\u3068\u629c\u304d\u53d6\u308a\u3067\u3001\u5f8c\u8005\u306f\u5546\u54c1\u30b3\u30fc\u30c9\u306e\u7d5e\u308a\u8fbc\u307f\u3068\u51fa\u5178\u306e\u7167\u5408\u3067\u9632\u304e\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u898f\u5247\u3068\u8a2d\u5b9a\u3067\u5b88\u308a\u3001AI\u306e\u56de\u7b54\u306e\u6587\u306b\u983c\u308a\u307e\u305b\u3093\u3002**","recommended_for":"\u6570\u5343\u70b9\u306e\u5546\u54c1\u3092\u6271\u3046\u81ea\u793eEC\u30b5\u30a4\u30c8\u3067\u3001\u30b5\u30a4\u30ba\u30fb\u7d20\u6750\u30fb\u5bfe\u5fdc\u6a5f\u7a2e\u30fb\u4ed8\u5c5e\u54c1\u3068\u3044\u3063\u305f\u8cfc\u5165\u524d\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u30e1\u30fc\u30eb\u3068\u30d5\u30a9\u30fc\u30e0\u3067\u6708\u306b\u5343\u4ef6\u524d\u5f8c\u5c4a\u304d\u3001\u8fd4\u4e8b\u3092\u5f85\u3064\u3042\u3044\u3060\u306b\u8cfc\u5165\u3092\u3084\u3081\u308b\u5ba2\u304c\u51fa\u3066\u3044\u308b\u5834\u5408\u3002\u5546\u54c1\u30de\u30b9\u30bf\u306b\u5bf8\u6cd5\u30fb\u91cd\u3055\u30fb\u7d20\u6750\u306a\u3069\u306e\u9805\u76ee\u304c\u305d\u308d\u3063\u3066\u304a\u308a\u3001\u30e1\u30fc\u30ab\u30fc\u306e\u4ed5\u69d8\u66f8\u3084\u53d6\u6271\u8aac\u660e\u66f8\u306ePDF\u3092\u5546\u54c1\u3054\u3068\u306b\u4fdd\u7ba1\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u5546\u54c1\u30da\u30fc\u30b8\u306e\u8a18\u8f09\u3092\u76f4\u3059\u6750\u6599\u3068\u3057\u3066\u4f7f\u3044\u305f\u3044\u5834\u5408\u3002","not_recommended_for":"\u5546\u54c1\u6570\u304c\u6570\u767e\u70b9\u4ee5\u4e0b\u3067\u3001\u554f\u3044\u5408\u308f\u305b\u304c\u6708\u306b\u6570\u5341\u4ef6\u306e\u5834\u5408\u3002\u5546\u54c1\u30de\u30b9\u30bf\u306e\u9805\u76ee\u304c\u7a7a\u6b04\u3060\u3089\u3051\u3067\u3001\u4ed5\u69d8\u66f8\u3082\u624b\u5143\u306b\u7121\u3044\u5834\u5408\uff08\u6839\u62e0\u306b\u3059\u308b\u60c5\u5831\u304c\u7121\u3044\u306e\u3067\u3001\u5148\u306b\u30de\u30b9\u30bf\u3092\u57cb\u3081\u308b\u306e\u304c\u5148\u3067\u3059\uff09\u3002\u533b\u85ac\u54c1\u30fb\u533b\u7642\u6a5f\u5668\u30fb\u98df\u54c1\u306e\u52b9\u80fd\u3084\u5b89\u5168\u6027\u306e\u3088\u3046\u306b\u3001\u56de\u7b54\u305d\u306e\u3082\u306e\u306b\u6cd5\u4ee4\u4e0a\u306e\u5236\u7d04\u304c\u3042\u308b\u8cea\u554f\u304c\u591a\u3044\u5834\u5408\u3002\u5728\u5eab\u3084\u914d\u9001\u306e\u72b6\u6cc1\u3092\u7b54\u3048\u305f\u3044\u5834\u5408\uff08\u53d7\u6ce8\u3068\u914d\u9001\u306e\u30c7\u30fc\u30bf\u3092\u5f15\u304f\u5225\u306e\u4ed5\u7d44\u307f\u304c\u8981\u308a\u307e\u3059\uff09\u3002","first_step":"**1\u9031\u76ee\uff1aPDF\u3068\u5546\u54c1\u30b3\u30fc\u30c9\u306e\u5bfe\u5fdc\u3092\u4f5c\u308b**\n\n\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u4ed5\u69d8\u66f8\u3068\u53d6\u6271\u8aac\u660e\u66f8\u306b\u3001\u5546\u54c1\u30b3\u30fc\u30c9\u3068\u8272\u30fb\u30b5\u30a4\u30ba\u306e\u5bfe\u5fdc\u3092\u4ed8\u3051\u307e\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u4e0a\u4f4d300\u70b9\u304b\u3089**\u59cb\u3081\u307e\u3059\u3002\u3053\u306e300\u70b9\u3067\u3001\u6708\u306e\u8cea\u554f\u306e\u5927\u534a\u304c\u57cb\u307e\u308a\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308930\u4ef6\u3092\u9078\u3073\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cc7\u6599\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3066\u7b54\u3048\u3055\u305b\u307e\u3059\u3002**\u4e00\u89a7\u306b\u7121\u3044\u6a5f\u7a2e\u3067\u63a8\u6e2c\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u56de\u7b54\u306e\u5bfe\u8c61\u5916\u306e\u4e00\u89a7\u3092\u4f5c\u308b**\n\n\u5728\u5eab\u30fb\u914d\u9001\u30fb\u4fa1\u683c\u30fb\u8fd4\u54c1\u30fb\u52b9\u80fd\u306e\u8cea\u554f\u3092\u3001\u3069\u306e\u6848\u5185\u306b\u56de\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u5546\u54c1\u30de\u30b9\u30bf\u306e\u5bf8\u6cd5\u3068\u91cd\u3055\u306e\u9805\u76ee\u306e\u8aac\u660e\uff08\u5358\u4f4d\u3001\u4ed8\u5c5e\u54c1\u3092\u542b\u3080\u304b\uff09\u3092\u66f8\u304d\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b**\n\n\u5206\u5272\u3068\u898b\u51fa\u3057\u306e\u8a2d\u5b9a\u3092\u6c7a\u3081\u3001300\u70b9\u306e\u6587\u66f8\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u62c5\u5f53\u304c\u554f\u3044\u5408\u308f\u305b\u7ba1\u7406\u306e\u753b\u9762\u304b\u3089\u691c\u7d22\u3057\u3066\u3001\u81ea\u5206\u306e\u56de\u7b54\u3068\u6bd4\u3079\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u30c1\u30e3\u30c3\u30c8\u306e\u90e8\u54c1\u3092\u4f5c\u308a\u30011\u3064\u306e\u5546\u54c1\u30ab\u30c6\u30b4\u30ea\u30fc\u3067\u5ba2\u306b\u958b\u304d\u307e\u3059\u3002\u629c\u304d\u53d6\u308a\u306e\u8aa4\u308a\u3068\u8a18\u8f09\u4e0d\u8db3\u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u304c\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u3088\u308b\u8907\u6570\u56de\u306e\u3084\u308a\u53d6\u308a\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u3002`includeCitations`\u3001`ignoreLowRelevantContent`\u3001`ignoreAdversarialQuery`\u3001`ignoreNonAnswerSeekingQuery`\u3001`answerSkippedReasons`\u3001`preamble`\u3001`filter`\u3001`userPseudoId` | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-06 |\n| \u691c\u7d22\u306e\u8981\u7d04\u3084\u7d9a\u3051\u3066\u306e\u8cea\u554f\u306a\u3069\u306e\u6a5f\u80fd\u306b\u3001\u30a2\u30d7\u30ea\u4f5c\u6210\u6642\u306e Generative Responses 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unstructured data](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-06 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c\u8868\u3068\u898b\u51fa\u3057\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u3002OCR\u306e\u30d1\u30fc\u30b5\u30fc\u304cPDF\u306e\u6700\u521d\u306e500\u30da\u30fc\u30b8\u307e\u3067\u3092\u8aad\u3080\u3053\u3068\u3002\u5206\u5272\u306e\u5927\u304d\u3055\u304c100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a500\uff09\u3001`includeAncestorHeadings` \u304c\u65e2\u5b9a\u3067\u7121\u52b9\u3001\u5206\u5272\u306f\u4f5c\u6210\u5f8c\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u306a\u3044\u3053\u3068 | [Google Cloud: Parse and chunk documents](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-06 |\n\n**\u5546\u54c1\u306e\u52b9\u80fd\u3084\u5b89\u5168\u6027\u306b\u95a2\u308f\u308b\u8868\u793a\u306f\u3001\u53d6\u308a\u6271\u3046\u5546\u54c1\u306e\u5206\u91ce\u306e\u6cd5\u4ee4\u3068\u3001\u30e1\u30fc\u30ab\u30fc\u3068\u306e\u53d6\u308a\u6c7a\u3081\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Google Cloud \u306e\u516c\u958b\u30da\u30fc\u30b8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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