{"id":14941,"date":"2026-10-08T19:07:27","date_gmt":"2026-10-08T10:07:27","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/facility-request-precedent-search\/"},"modified":"2026-10-08T19:07:27","modified_gmt":"2026-10-08T10:07:27","slug":"facility-request-precedent-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/facility-request-precedent-search\/","title":{"rendered":"\u7dcf\u52d9\u306b\u5c4a\u304f\u8a2d\u5099\u30fb\u5099\u54c1\u30fb\u30ec\u30a4\u30a2\u30a6\u30c8\u5909\u66f4\u306e\u4f9d\u983c\u306b\u3001\u904e\u53bb\u306e\u5bfe\u5fdc\u8a18\u9332\u3068\u696d\u8005\u306e\u898b\u7a4d\u304b\u3089\u4f3c\u305f\u4f9d\u983c\u3092\u63a2\u3057\u3001\u624b\u914d\u5148\u30fb\u8cbb\u7528\u306e\u76ee\u5b89\u30fb\u304b\u304b\u3063\u305f\u65e5\u6570\u3092\u6839\u62e0\u4ed8\u304d\u3067\u8fd4\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u7dcf\u52d9\u306b\u8a2d\u5099\u3084\u5099\u54c1\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u5909\u66f4\u306e\u4f9d\u983c\u304c\u5c4a\u3044\u305f\u3068\u304d\u306b\u3001\u904e\u53bb\u306e\u4f3c\u305f\u4f9d\u983c\u3092\u63a2\u3057\u3001\u3069\u3053\u306b\u983c\u3093\u3060\u304b\u3001\u3044\u304f\u3089\u304b\u304b\u3063\u305f\u304b\u3001\u4f55\u65e5\u304b\u304b\u3063\u305f\u304b\u3001\u4f55\u3067\u3064\u307e\u305a\u3044\u305f\u304b\u3092\u5bfe\u5fdc\u8a18\u9332\u306e\u756a\u53f7\u4ed8\u304d\u3067\u8fd4\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1039","platform_main":"OpenSearch","publish_date":"","last_updated":"2026-10-08","tech_verified_date":"2026-10-08","trigger":"**\u53d6\u308a\u8fbc\u307f\u3068\u691c\u7d22\u3067\u3001\u8d77\u70b9\u304c2\u3064\u3042\u308a\u307e\u3059\u3002**\n\n**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u3067\u4f9d\u983c\u304c\u5b8c\u4e86\u306b\u306a\u3063\u305f\u3068\u304d\u3067\u3059\u3002** \u5b8c\u4e86\u306e\u901a\u77e5\u3092\u53d7\u3051\u3066\u3001\u305d\u306e\u4f9d\u983c\u30921\u4ef6\u306e\u6587\u66f8\u306b\u3057\u3066\u767b\u9332\u3057\u307e\u3059\u3002**\u5b8c\u4e86\u524d\u306e\u4f9d\u983c\u306f\u53d6\u308a\u8fbc\u307f\u307e\u305b\u3093\u3002** \u898b\u7a4d\u306e\u9014\u4e2d\u306e\u91d1\u984d\u3084\u3001\u307e\u3060\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u624b\u914d\u5148\u304c\u524d\u4f8b\u3068\u3057\u3066\u8fd4\u308b\u306e\u3092\u9632\u304e\u307e\u3059\u3002\n\n**\u691c\u7d22\u306f\u3001\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u65b0\u3057\u3044\u4f9d\u983c\u304c\u5c4a\u3044\u305f\u3068\u304d\u306b\u81ea\u52d5\u3067\u52d5\u304d\u307e\u3059\u3002** \u62c5\u5f53\u304c\u958b\u304f\u524d\u306b\u30b3\u30e1\u30f3\u30c8\u304c\u4ed8\u3044\u3066\u3044\u308b\u72b6\u614b\u306b\u3057\u3066\u304a\u304f\u3068\u3001**\u62c5\u5f53\u306f\u4f9d\u983c\u3092\u958b\u3044\u305f\u77ac\u9593\u306b\u524d\u4f8b\u3092\u8aad\u3081\u307e\u3059\u3002** \u4f9d\u983c\u306e\u6587\u304c\u77ed\u3059\u304e\u308b\u3068\u304d\uff0820\u5b57\u672a\u6e80\u306a\u3069\uff09\u306f\u691c\u7d22\u305b\u305a\u3001\u300c\u4f9d\u983c\u306e\u5185\u5bb9\u3092\u8a73\u3057\u304f\u805e\u3044\u3066\u304b\u3089\u691c\u7d22\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3060\u3051\u30b3\u30e1\u30f3\u30c8\u3057\u307e\u3059\u3002\n\n**\u30b3\u30e1\u30f3\u30c8\u306b\u306f\u300c\u518d\u691c\u7d22\u300d\u306e\u30ea\u30f3\u30af\u3092\u4ed8\u3051\u3001** \u62c5\u5f53\u304c\u4f9d\u983c\u306e\u6587\u3092\u66f8\u304d\u8db3\u3057\u305f\u3042\u3068\u306b\u3082\u3046\u4e00\u5ea6\u63a2\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u904e\u53bb\u306e\u4f9d\u983c\uff08\u5b8c\u4e86\u6e08\u307f\uff09 | \u4f9d\u983c\u756a\u53f7\u3001\u4f9d\u983c\u306e\u4ef6\u540d\u3068\u672c\u6587\u3001\u7a2e\u985e\u3001\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u3001\u624b\u914d\u5148\u3001\u624b\u914d\u5148\u306e\u533a\u5206\uff08\u5de5\u4e8b\u696d\u8005\u30fb\u5bb6\u5177\u306e\u8ca9\u58f2\u5e97\u30fb\u5bb6\u96fb\u306e\u91cf\u8ca9\u5e97\u30fb\u30d3\u30eb\u306e\u7ba1\u7406\u4f1a\u793e\uff09\u3001\u8cbb\u7528\uff08\u7a0e\u629c\uff09\u3001\u4f9d\u983c\u65e5\u3001\u5b8c\u4e86\u65e5\u3001\u5b8c\u4e86\u6642\u306e\u30e1\u30e2 | \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0 |\n| \u898b\u7a4d\u66f8 | \u4f9d\u983c\u756a\u53f7\u3001\u898b\u7a4d\u306e\u660e\u7d30 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08\u3053\u306e\u69cb\u6210\u3067\u306f\u539f\u672c\u3078\u306e\u30ea\u30f3\u30af\u3068\u3057\u3066\u4f7f\u3046\uff09 |\n| \u65b0\u3057\u3044\u4f9d\u983c | \u4f9d\u983c\u306e\u4ef6\u540d\u3068\u672c\u6587\u3001\u7a2e\u985e\u3001\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u3001\u5e0c\u671b\u306e\u6642\u671f | \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3067\u3059\u3002** \u300c\u7ba1\u7406\u4f1a\u793e\u3078\u306e\u5de5\u4e8b\u7533\u8acb\u304c\u5fc5\u8981\u3067\u3001\u627f\u8a8d\u307e\u306710\u55b6\u696d\u65e5\u300d\u300c\u591c\u9593\u306e\u4f5c\u696d\u3067\u5272\u5897\u300d\u300c\u642c\u5165\u306b\u30a8\u30ec\u30d9\u30fc\u30bf\u30fc\u306e\u990a\u751f\u304c\u8981\u3063\u305f\u300d\u3002**\u3053\u306e\u4e00\u884c\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u6b21\u306e\u62c5\u5f53\u306e\u624b\u9593\u304c\u307e\u308b\u3067\u9055\u3044\u307e\u3059\u3002** \u53d6\u308a\u8fbc\u307f\u306e\u5074\u3067\u306f\u3001\u30e1\u30e2\u304c\u7a7a\u306e\u4f9d\u983c\u306b\u5370\u3092\u4ed8\u3051\u3066\u3001\u6bce\u6708\u306e\u4ef6\u6570\u3092\u4fc2\u9577\u306b\u898b\u305b\u307e\u3059\u3002\n\n**\u898b\u7a4d\u66f8\u306ePDF\u306f\u7d22\u5f15\u306b\u5165\u308c\u305a\u3001** \u539f\u672c\u3078\u306e\u30ea\u30f3\u30af\u3068\u3057\u3066\u6dfb\u3048\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002\u91d1\u984d\u306f\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u8cbb\u7528\u306e\u6b04\u304b\u3089\u53d6\u308a\u307e\u3059\u3002","data_source":"\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u5b8c\u4e86\u3057\u305f\u4f9d\u983c\u306e\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\u6700\u521d\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u904e\u53bb3\u5e74\u5206\u3092\u4e00\u89a7\u3068\u3057\u3066\u66f8\u304d\u51fa\u3057\u3066\u3082\u3089\u3044\u3001\u307e\u3068\u3081\u3066\u767b\u9332\u3057\u307e\u3059\u3002** \u305d\u306e\u3042\u3068\u306f\u5b8c\u4e86\u306e\u305f\u3073\u306b1\u4ef6\u305a\u3064\u8db3\u3057\u307e\u3059\u3002\n\n**\u7d22\u5f15\u306f1\u4ef6\u306e\u4f9d\u983c\u30921\u4ef6\u306e\u6587\u66f8\u306b\u3057\u307e\u3059\u3002**\n\n| \u9805\u76ee | \u578b | \u4f7f\u3044\u3069\u3053\u308d |\n|:--|:--|:--|\n| `request_id` | keyword | \u4f9d\u983c\u756a\u53f7\u3002\u539f\u672c\u3068\u898b\u7a4d\u66f8\u3078\u306e\u30ea\u30f3\u30af |\n| `title`\uff0f`body` | text\uff08Sudachi\uff0b\u540c\u7fa9\u8a9e\uff09 | \u8a00\u8449\u306e\u691c\u7d22\u3002\u4ef6\u540d\u306f\u91cd\u307f\u30922\u500d\u306b\u3059\u308b |\n| `notes` | text\uff08Sudachi\uff0b\u540c\u7fa9\u8a9e\uff09 | \u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3002\u8a00\u8449\u306e\u691c\u7d22\u3068\u3064\u307e\u305a\u3044\u305f\u70b9\u306e\u6750\u6599 |\n| `category` | keyword | \u7a2e\u985e\u3002\u753b\u9762\u306e\u8868\u793a\u3068\u3001\u7a2e\u985e\u3054\u3068\u306e\u96c6\u8a08 |\n| `site`\uff0f`floor` | keyword | \u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u3002\u540c\u3058\u62e0\u70b9\u306e\u524d\u4f8b\u3092\u4e0a\u306b\u5bc4\u305b\u308b |\n| `vendor`\uff0f`vendor_type` | keyword | \u624b\u914d\u5148\u3068\u533a\u5206\u3002\u624b\u914d\u5148\u306e\u96c6\u8a08 |\n| `cost` | integer | \u8cbb\u7528\uff08\u7a0e\u629c\uff09\u3002\u4e2d\u592e\u5024\u3068\u5e45\u306e\u96c6\u8a08 |\n| `lead_days` | integer | \u4f9d\u983c\u65e5\u304b\u3089\u5b8c\u4e86\u65e5\u307e\u3067\u306e\u55b6\u696d\u65e5\u6570\u3002\u4e2d\u592e\u5024\u3068\u5e45\u306e\u96c6\u8a08 |\n| `completed_on` | date | \u904e\u53bb3\u5e74\u306e\u7d5e\u308a\u8fbc\u307f\u3068\u3001\u4f55\u5e74\u524d\u306e\u524d\u4f8b\u304b\u306e\u8868\u793a |\n\n**\u65e5\u6570\u306f\u3001\u53d6\u308a\u8fbc\u307f\u306e\u3068\u304d\u306b\u55b6\u696d\u65e5\u3067\u6570\u3048\u3066\u6301\u305f\u305b\u307e\u3059\u3002** \u66a6\u306e\u65e5\u6570\u306b\u3059\u308b\u3068\u3001\u5e74\u672b\u5e74\u59cb\u3084\u9023\u4f11\u3092\u307e\u305f\u3044\u3060\u4f9d\u983c\u3060\u3051\u304c\u9577\u304f\u898b\u3048\u307e\u3059\u3002\n\n**\u5206\u6790\u5668\u306f\u3001\u7d22\u5f15\u3092\u4f5c\u308b\u3068\u304d\u306b\u6b21\u306e\u3088\u3046\u306b\u6c7a\u3081\u307e\u3059\u3002** \u7d22\u5f15\u306b\u5165\u308c\u308b\u3068\u304d\u306f Sudachi \u3060\u3051\u3067\u5206\u3051\u3001\u691c\u7d22\u3059\u308b\u3068\u304d\u3060\u3051\u540c\u7fa9\u8a9e\u3092\u8db3\u3057\u307e\u3059\u3002\n\n```json\nPUT \/facility-requests\n{\n  \"settings\": {\n    \"index\": {\n      \"number_of_shards\": 1,\n      \"analysis\": {\n        \"tokenizer\": { \"ja_tokenizer\": { \"type\": \"sudachi_tokenizer\" } },\n        \"filter\": {\n          \"facility_synonyms\": {\n            \"type\": \"synonym\",\n            \"synonyms_path\": \"analyzers\/F000000001\",\n            \"updateable\": true\n          }\n        },\n        \"analyzer\": {\n          \"ja_index\": { \"type\": \"custom\", \"tokenizer\": \"ja_tokenizer\" },\n          \"ja_search\": { \"type\": \"custom\", \"tokenizer\": \"ja_tokenizer\",\n                         \"filter\": [\"facility_synonyms\"] }\n        }\n      }\n    }\n  },\n  \"mappings\": { \"properties\": {\n    \"body\": { \"type\": \"text\", \"analyzer\": \"ja_index\", \"search_analyzer\": \"ja_search\" }\n  } }\n}\n```\n\n**\u540c\u7fa9\u8a9e\u3092\u691c\u7d22\u306e\u5074\u3060\u3051\u306b\u7f6e\u304f\u306e\u306f\u3001`updateable` \u304c\u691c\u7d22\u306e\u5074\u306e\u5206\u6790\u5668\u306b\u3057\u304b\u52b9\u304b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u3053\u306e\u8a2d\u5b9a\u306e\u3068\u304d\u306b\u9650\u3063\u3066\u3001\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f4\u65b0\u3059\u308b\u3068\u7d22\u5f15\u304c\u81ea\u52d5\u3067\u66f4\u65b0\u3055\u308c\u307e\u3059\u3002\u7d22\u5f15\u306e\u5074\u306b\u540c\u7fa9\u8a9e\u3092\u5165\u308c\u308b\u3068\u3001\u8f9e\u66f8\u3092\u8db3\u3059\u305f\u3073\u306b\u7d22\u5f15\u3092\u4f5c\u308a\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002`F000000001` \u306f\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e ID \u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002Sudachi \u306e\u30b7\u30b9\u30c6\u30e0\u8f9e\u66f8\u3084\u5229\u7528\u8005\u8f9e\u66f8\u3092\u6307\u5b9a\u3059\u308b\u3068\u304d\u306f\u3001\u516c\u5f0f\u306e\u4f8b\u306e\u3068\u304a\u308a `additional_settings` \u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u306e ID \u3092\u66f8\u304d\u307e\u3059\u3002","preprocessing":"1. **\u8cbb\u7528\u306e\u6b04\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7a0e\u8fbc\u3068\u7a0e\u629c\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u6b04\u304c\u7a0e\u629c\u3068\u6c7a\u307e\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u53d6\u308a\u8fbc\u307f\u3067\u5370\u3092\u4ed8\u3051\u307e\u3059\n2. **\u8cbb\u7528\u304c0\u5186\u306e\u4f9d\u983c\u3092\u5206\u3051\u308b** \u2026 \u793e\u5185\u306e\u5728\u5eab\u3067\u6e08\u3093\u3060\u3001\u7ba1\u7406\u4f1a\u793e\u306e\u8ca0\u62c5\u3067\u6e08\u3093\u3060\u3001\u3068\u3044\u3063\u305f\u4f9d\u983c\u306f\u8cbb\u75280\u5186\u306b\u306a\u308a\u307e\u3059\u3002**\u96c6\u8a08\u304b\u3089\u5916\u3057\u3001\u524d\u4f8b\u3068\u3057\u3066\u306f\u6b8b\u3057\u307e\u3059**\n3. **\u547c\u3073\u65b9\u306e\u63fa\u308c\u3092\u8f9e\u66f8\u306b\u3059\u308b** \u2026 \u300c\u30d1\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\uff0f\u9593\u4ed5\u5207\u308a\uff0f\u30d1\u30cd\u30eb\u300d\u300c\u30b3\u30f3\u30bb\u30f3\u30c8\u5897\u8a2d\uff0f\u96fb\u6e90\u5de5\u4e8b\uff0f\u96fb\u6e90\u306e\u8ffd\u52a0\u300d\u300c\u4ec0\u5668\uff0f\u30aa\u30d5\u30a3\u30b9\u5bb6\u5177\u300d\u300c\u5165\u9000\u5ba4\uff0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ab\u30fc\u30c9\uff0fID\u30ab\u30fc\u30c9\u300d\u3092\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u306b\u3057\u307e\u3059\n4. **\u624b\u914d\u5148\u306e\u540d\u524d\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c\u25cb\u25cb\u96fb\u8a2d\u300d\u300c(\u682a)\u25cb\u25cb\u96fb\u8a2d\u300d\u300c\u25cb\u25cb\u96fb\u8a2d\u5de5\u696d\u300d\u306e\u3088\u3046\u306a\u8868\u8a18\u306e\u63fa\u308c\u3092\u3001\u53d6\u5f15\u5148\u306e\u4e00\u89a7\u306e\u30b3\u30fc\u30c9\u306b\u5bc4\u305b\u307e\u3059\n5. **\u500b\u4eba\u540d\u3092\u5916\u3059** \u2026 \u4f9d\u983c\u306e\u672c\u6587\u306b\u51fa\u3066\u304f\u308b\u793e\u54e1\u306e\u540d\u524d\u3092\u3001\u300c\u4f9d\u983c\u8005\u300d\u300c\u90e8\u9577\u300d\u306e\u3088\u3046\u306a\u5f79\u5272\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n\n**3\u756a\u76ee\u306e\u8f9e\u66f8\u306f\u3001\u6700\u521d\u304b\u3089\u5b8c\u5168\u306b\u4f5c\u308d\u3046\u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6700\u521d\u306f\u65bd\u8a2d\u4fc2\u304c\u601d\u3044\u3064\u304f20\u7d44\u307b\u3069\u3067\u59cb\u3081\u3001**\u300c\u524d\u4f8b\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u306b\u306a\u3063\u305f\u4f9d\u983c\u306e\u8a00\u8449\u3092\u6bce\u6708\u898b\u3066\u8db3\u3057\u3066\u3044\u304d\u307e\u3059\u3002** \u8f9e\u66f8\u3092\u66f4\u65b0\u3057\u3066\u3082\u3001\u691c\u7d22\u306e\u5074\u306e\u5206\u6790\u5668\u3067 `updateable` \u3092\u6709\u52b9\u306b\u3057\u3066\u3042\u308c\u3070\u3001\u7d22\u5f15\u3092\u4f5c\u308a\u76f4\u3055\u305a\u306b\u53cd\u6620\u3055\u308c\u307e\u3059\u3002\n\n**2\u756a\u76ee\u3092\u98db\u3070\u3059\u3068\u30010\u5186\u306e\u4f9d\u983c\u3067\u4e2d\u592e\u5024\u304c\u5b9f\u969b\u306e\u76f8\u5834\u3088\u308a\u4e0b\u304c\u308a\u307e\u3059\u3002**","ai_processing":"**AI\u306e\u4ed5\u4e8b\u306f\u3001\u4e0a\u4f4d5\u4ef6\u306e\u4f9d\u983c\u306b\u3064\u3044\u3066\u3001\u4f55\u3092\u3057\u305f\u304b\u30fb\u624b\u914d\u5148\u30fb\u3064\u307e\u305a\u3044\u305f\u70b9\u3092\u3001\u5bfe\u5fdc\u8a18\u9332\u306e\u5f15\u7528\u4ed8\u304d\u3067\u307e\u3068\u3081\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u4f3c\u305f\u4f9d\u983c\u3092\u63a2\u3059\u306e\u3082\u3001\u8cbb\u7528\u3068\u65e5\u6570\u3092\u6570\u3048\u308b\u306e\u3082\u691c\u7d22\u57fa\u76e4\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u4f3c\u305f\u4f9d\u983c\u3054\u3068\u306e\u307e\u3068\u3081 | \u4f9d\u983c\u306e\u4e2d\u8eab\u3068\u3001\u5b9f\u969b\u306b\u4f55\u3092\u3057\u305f\u304b\u3092\u3001\u4f9d\u983c\u306e\u672c\u6587\u3068\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u304b\u3089\u5f15\u7528\u3057\u3066\u66f8\u304f |\n| \u624b\u914d\u5148\u306e\u66f8\u304d\u51fa\u3057 | \u3069\u3053\u306b\u983c\u3093\u3060\u304b\u3092\u3001\u8a18\u9332\u306e\u307e\u307e\u66f8\u304f |\n| \u3064\u307e\u305a\u3044\u305f\u70b9\u306e\u66f8\u304d\u51fa\u3057 | \u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u306b\u3042\u308b\u3001\u7533\u8acb\u30fb\u65e5\u7a0b\u30fb\u642c\u5165\u30fb\u8ffd\u52a0\u306e\u8cbb\u7528\u306e\u8a71\u3092\u5f15\u7528\u3059\u308b |\n| \u4eca\u56de\u3068\u306e\u9055\u3044\u306e\u66f8\u304d\u51fa\u3057 | \u62e0\u70b9\u3001\u30d5\u30ed\u30a2\u3001\u898f\u6a21\u3001\u6642\u671f\u306e\u3069\u3053\u304c\u9055\u3046\u304b\u3092\u66f8\u304f |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8cbb\u7528\u3084\u65e5\u6570\u306e\u76ee\u5b89\u3092\u66f8\u304f | \u6570\u5b57\u306f\u96c6\u8a08\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u51fa\u3059 |\n| \u624b\u914d\u5148\u3092\u52e7\u3081\u308b | \u9078\u3076\u306e\u306f\u7dcf\u52d9\u3002\u53d6\u5f15\u306e\u6761\u4ef6\u3084\u76f8\u898b\u7a4d\u306e\u6c7a\u307e\u308a\u304c\u3042\u308b |\n| \u5de5\u4e8b\u306b\u7533\u8acb\u3084\u5c4a\u51fa\u304c\u8981\u308b\u304b\u306e\u5224\u65ad | \u8a18\u9332\u306b\u3042\u308c\u3070\u5f15\u7528\u3059\u308b\u3060\u3051\u3002\u8981\u5426\u306f\u30d3\u30eb\u306e\u7ba1\u7406\u4f1a\u793e\u3068\u78ba\u304b\u3081\u308b |\n| \u8a18\u9332\u306b\u7121\u3044\u3064\u307e\u305a\u304d\u3092\u60f3\u50cf\u3067\u8db3\u3059 | \u4e00\u822c\u7684\u306a\u30aa\u30d5\u30a3\u30b9\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044 |\n\n**1\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u5916\u305b\u306a\u3044\u7dda\u3067\u3059\u3002** \u524d\u4f8b\u306e\u6587\u306b\u300c\u7d0415\u4e07\u5186\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001AI\u306f\u305d\u308c\u3092\u76ee\u5b89\u3068\u3057\u3066\u66f8\u304d\u305f\u304f\u306a\u308a\u307e\u3059\u3002**1\u4ef6\u306e\u91d1\u984d\u3092\u76ee\u5b89\u306b\u3057\u3066\u3057\u307e\u3046\u306e\u306f\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u3067\u4eba\u304c\u3057\u3066\u3044\u305f\u5931\u6557\u305d\u306e\u3082\u306e\u3067\u3059\u3002** \u6570\u5b57\u306f\u96c6\u8a08\u306e\u6b04\u3060\u3051\u306b\u51fa\u3057\u307e\u3059\u3002\n\n**3\u884c\u76ee\u306e\u7533\u8acb\u306e\u8981\u5426\u3082\u3001\u8a18\u9332\u306e\u5f15\u7528\u306b\u3068\u3069\u3081\u307e\u3059\u3002** **\u30d3\u30eb\u304c\u9055\u3048\u3070\u6c7a\u307e\u308a\u304c\u9055\u3044\u3001**\u672c\u793e\u306e\u30d3\u30eb\u306e\u524d\u4f8b\u304b\u3089\u300c\u7533\u8acb\u304c\u5fc5\u8981\u3067\u3059\u300d\u3068\u66f8\u3051\u3070\u3001\u652f\u5e97\u3067\u8981\u3089\u306a\u3044\u624b\u9593\u3092\u4f5c\u308a\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u7dcf\u52d9\u90e8\u306e\u65bd\u8a2d\u4fc2\u3067\u3001\u65b0\u3057\u3044\u4f9d\u983c\u306e\u5bfe\u5fdc\u306e\u305f\u3081\u306b\u904e\u53bb\u306e\u4f3c\u305f\u4f9d\u983c\u3092\u6574\u7406\u3059\u308b\u4fc2\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u691c\u7d22\u7d50\u679c\uff08\u904e\u53bb\u306e\u4f9d\u983c\u306e\u672c\u6587\u3068\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\uff09\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u4e00\u822c\u7684\u306a\u30aa\u30d5\u30a3\u30b9\u3084\u5de5\u4e8b\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u65b0\u3057\u3044\u4f9d\u983c\u3011\n\u62e0\u70b9\uff1a{site}\u3000\u30d5\u30ed\u30a2\uff1a{floor}\u3000\u7a2e\u985e\uff1a{category}\u3000\u5e0c\u671b\u306e\u6642\u671f\uff1a{wanted_by}\n\u4f9d\u983c\u306e\u672c\u6587\uff1a{body}\n\n\u3010\u691c\u7d22\u7d50\u679c\u3011\n\u4f9d\u983c\u756a\u53f7\u3054\u3068\u306b\u3001\u4f9d\u983c\u306e\u672c\u6587\u3001\u4f55\u5e74\u524d\u306e\u4f9d\u983c\u304b\u3001\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u3001\u624b\u914d\u5148\u3001\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u304c\u6e21\u3055\u308c\u307e\u3059\u3002\n\n\u3010\u4f9d\u983c\u3054\u3068\u306b\u66f8\u304f\u3053\u3068\u3011\n1. \u4f9d\u983c\u756a\u53f7\u3001\u4f55\u5e74\u524d\u304b\u3001\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\n2. \u4f9d\u983c\u306e\u4e2d\u8eab\u3068\u3001\u5b9f\u969b\u306b\u4f55\u3092\u3057\u305f\u304b\uff08\u672c\u6587\u3068\u30e1\u30e2\u304b\u3089\u5f15\u7528\uff09\n3. \u624b\u914d\u5148\uff08\u8a18\u9332\u306e\u307e\u307e\uff09\n4. \u3064\u307e\u305a\u3044\u305f\u70b9\uff08\u30e1\u30e2\u304b\u3089\u5f15\u7528\u3002\u7121\u3051\u308c\u3070\u300c\u30e1\u30e2\u306b\u8a18\u8f09\u306a\u3057\u300d\uff09\n5. \u4eca\u56de\u306e\u4f9d\u983c\u3068\u306e\u9055\u3044\uff08\u62e0\u70b9\u3001\u30d5\u30ed\u30a2\u3001\u898f\u6a21\u3001\u6642\u671f\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8cbb\u7528\u3001\u91d1\u984d\u3001\u65e5\u6570\u3001\u671f\u9593\u3092\u4e00\u5207\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5f15\u7528\u3059\u308b\u6587\u306b\u542b\u307e\u308c\u3066\u3044\u3066\u3082\u3001\n  \u305d\u306e\u90e8\u5206\u306f\u300c\uff08\u91d1\u984d\u306f\u96c6\u8a08\u6b04\u3092\u53c2\u7167\uff09\u300d\u306b\u7f6e\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u624b\u914d\u5148\u3092\u52e7\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u301c\u306b\u983c\u3080\u3068\u3088\u3044\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7533\u8acb\u3084\u5c4a\u51fa\u304c\u5fc5\u8981\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u30e1\u30e2\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u300c\u5f53\u6642\u306e\u30e1\u30e2\u306b\u306f\u301c\u3068\u8a18\u8f09\u300d\u3068\u5f15\u7528\u306e\u5f62\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u62e0\u70b9\u304c\u9055\u3046\u4f9d\u983c\u306b\u306f\u3001\u5fc5\u305a\u300c\u62e0\u70b9\u304c\u9055\u3046\u300d\u3068\u4eca\u56de\u3068\u306e\u9055\u3044\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30e1\u30e2\u306b\u7121\u3044\u3064\u307e\u305a\u304d\u3092\u60f3\u50cf\u3067\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u91d1\u984d\u3092\u300c\u7f6e\u304d\u63db\u3048\u308b\u300d\u307e\u3067\u6307\u793a\u3057\u3066\u3044\u308b\u306e\u306f\u3001** \u7981\u6b62\u3057\u3066\u3082\u5f15\u7528\u3054\u3068\u5199\u3057\u3066\u304f\u308b\u305f\u3081\u3067\u3059\u3002**\u6570\u5b57\u306f\u96c6\u8a08\u306e\u6b04\u306e1\u304b\u6240\u306b\u7d5e\u308a\u307e\u3059\u3002**\n\n**\u691c\u7d22\u7d50\u679c\u306f\u3001Claude \u306e\u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3057\u307e\u3059\u3002** \u4f9d\u983c1\u4ef6\u30921\u3064\u306e `search_result` \u306b\u3057\u3001`source` \u306b\u4f9d\u983c\u756a\u53f7\u3001`title` \u306b\u4f55\u5e74\u524d\u304b\u30fb\u62e0\u70b9\u30fb\u7a2e\u985e\u3001`content` \u306b\u4f9d\u983c\u306e\u672c\u6587\u3068\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3092\u5165\u308c\u307e\u3059\u3002\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\u306f **Claude API\u3001Amazon Bedrock\u3001Google Cloud \u3067\u4f7f\u3048\u3001**\u5f15\u7528\u306f `content` \u306e\u4e2d\u306e\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u5358\u4f4d\u3067\u3059\u3002**\u672c\u6587\u3068\u30e1\u30e2\u3092\u5225\u306e\u30d6\u30ed\u30c3\u30af\u306b\u5206\u3051\u3066\u6e21\u3059**\u3068\u3001\u3064\u307e\u305a\u3044\u305f\u70b9\u306e\u5f15\u7528\u304c\u30e1\u30e2\u304b\u3089\u6765\u305f\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002","output_data":"**\u691c\u7d22\u3068\u96c6\u8a08\u306f\u30011\u56de\u306e\u8981\u6c42\u3067\u884c\u3044\u307e\u3059\u3002**\n\n```json\nPOST \/facility-requests\/_search\n{\n  \"size\": 5,\n  \"query\": { \"bool\": {\n    \"must\": [\n      { \"multi_match\": { \"query\": \"\u4f1a\u8b70\u5ba4 \u30e2\u30cb\u30bf\u30fc \u58c1\u639b\u3051 \u8a2d\u7f6e\",\n          \"fields\": [\"title^2\", \"body\", \"notes\"] } }\n    ],\n    \"should\": [ { \"term\": { \"site\": \"\u672c\u793e\" } } ],\n    \"filter\": [ { \"range\": { \"completed_on\": { \"gte\": \"now-3y\/d\" } } } ]\n  } },\n  \"aggs\": {\n    \"top_similar\": {\n      \"sampler\": { \"shard_size\": 20 },\n      \"aggs\": {\n        \"cost_with_amount\": {\n          \"filter\": { \"range\": { \"cost\": { \"gt\": 0 } } },\n          \"aggs\": { \"cost_pct\": { \"percentiles\": { \"field\": \"cost\", \"percents\": [25, 50, 75] } } }\n        },\n        \"days_pct\": { \"percentiles\": { \"field\": \"lead_days\", \"percents\": [50, 90] } },\n        \"vendors\": { \"terms\": { \"field\": \"vendor\", \"size\": 5 } }\n      }\n    }\n  }\n}\n```\n\n**`sampler` \u3067\u3001\u96c6\u8a08\u3092\u70b9\u6570\u306e\u9ad8\u3044\u6587\u66f8\u306b\u7d5e\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`sampler` \u306f**\u5404\u30b7\u30e3\u30fc\u30c9\u3067\u70b9\u6570\u306e\u9ad8\u3044\u6587\u66f8\u3060\u3051\u306b\u4e0b\u4f4d\u306e\u96c6\u8a08\u3092\u304b\u3051\u308b**\u3082\u306e\u3067\u3001`shard_size` \u306f1\u30b7\u30e3\u30fc\u30c9\u3042\u305f\u308a\u306e\u4ef6\u6570\uff08\u65e2\u5b9a\u306f100\uff09\u3067\u3059\u3002**\u3053\u306e\u7d22\u5f15\u306f\u6570\u5343\u4ef6\u306a\u306e\u30671\u30b7\u30e3\u30fc\u30c9\u3067\u4f5c\u308a\u3001`shard_size` \u306e20\u304c\u305d\u306e\u307e\u307e\u300c\u4f3c\u305f\u4f9d\u983c\u306e\u4e0a\u4f4d20\u4ef6\u300d\u306b\u306a\u308b**\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**\u4e2d\u592e\u5024\u3068\u5e45\u306f `percentiles` \u3067\u51fa\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`percentiles` \u306f**\u8fd1\u4f3c\u306e\u5024**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u300220\u4ef6\u307b\u3069\u306e\u96c6\u8a08\u306a\u306e\u3067\u5927\u304d\u304f\u306f\u305a\u308c\u307e\u305b\u3093\u304c\u3001\u753b\u9762\u3067\u306f\u300c\u7d04\u300d\u3092\u4ed8\u3051\u3066\u51fa\u3057\u307e\u3059\u3002\n\n**\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u4ed8\u3051\u308b\u30b3\u30e1\u30f3\u30c8\u306e\u5143\u306b\u306a\u308b\u5f62\u306f\u3001\u6b21\u306eJSON\u3067\u3059\u3002**\n\n```json\n{\n  \"request_id\": \"REQ-2026-1184\",\n  \"estimate\": {\n    \"basis_count\": 20, \"cost_count\": 16,\n    \"cost_p25\": 82000, \"cost_p50\": 118000, \"cost_p75\": 164000,\n    \"days_p50\": 9, \"days_p90\": 21\n  },\n  \"vendors\": [ { \"vendor\": \"V-0231\", \"count\": 7 }, { \"vendor\": \"V-0088\", \"count\": 4 } ],\n  \"similar\": [\n    { \"request_id\": \"REQ-2024-0912\", \"years_ago\": 2, \"site\": \"\u672c\u793e\", \"floor\": \"8F\",\n      \"vendor\": \"V-0231\", \"summary\": \"\", \"stumbles\": \"\", \"differences\": \"\",\n      \"quote_link\": \"\", \"citations\": [\"REQ-2024-0912\"] }\n  ],\n  \"not_found\": false\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`estimate` \u3092AI\u306e\u7b54\u3048\u3068\u5225\u306e\u5834\u6240\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u96c6\u8a08\u306e\u5024\u306f Lambda \u304c\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u5199\u3057\u3001Claude \u306e\u7b54\u3048\u306f `similar` \u306e\u6587\u306e\u9805\u76ee\u306b\u3060\u3051\u5165\u308a\u307e\u3059\u3002**`basis_count` \u3068 `cost_count` \u3067\u3001\u4f55\u4ef6\u304b\u3089\u51fa\u3057\u305f\u6570\u5b57\u304b\u3082\u4e00\u7dd2\u306b\u898b\u305b\u307e\u3059\u3002** 16\u4ef6\u4e2d\u306e\u4e2d\u592e\u5024\u3068\u30013\u4ef6\u4e2d\u306e\u4e2d\u592e\u5024\u306f\u3001\u540c\u3058\u91cd\u3055\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001`vendors` \u3067\u624b\u914d\u5148\u306e\u9854\u3076\u308c\u3092\u4ef6\u6570\u4ed8\u304d\u3067\u51fa\u3057\u3001\u76f8\u898b\u7a4d\u306e\u5148\u3092\u6c7a\u3081\u3084\u3059\u304f\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\uff08\u5b8c\u4e86\uff09 | \u5b8c\u4e86\u306e\u901a\u77e5\u306e\u53d7\u3051\u53d6\u308a\uff08\u500b\u5225\u306e\u5b9f\u88c5\uff09 | \u5b8c\u4e86\u3057\u305f\u4f9d\u983c\u3092\u53d6\u308a\u8fbc\u3080 |\n| \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\uff08\u53d7\u4ed8\uff09 | \u53d7\u4ed8\u306e\u901a\u77e5\u306e\u53d7\u3051\u53d6\u308a\uff08\u500b\u5225\u306e\u5b9f\u88c5\uff09 | \u65b0\u3057\u3044\u4f9d\u983c\u3067\u691c\u7d22\u3092\u52d5\u304b\u3059 |\n| Amazon OpenSearch Service | \u7d22\u5f15\u3078\u306e\u767b\u9332\u3068\u3001\u691c\u7d22\u30fb\u96c6\u8a08 | \u4f3c\u305f\u4f9d\u983c\u3068\u3001\u8cbb\u7528\u30fb\u65e5\u6570\u30fb\u624b\u914d\u5148\u306e\u96c6\u8a08\u3092\u8fd4\u3059 |\n| Claude\uff08Amazon Bedrock\uff09 | Lambda \u304b\u3089\u306e\u547c\u3073\u51fa\u3057 | \u4e0a\u4f4d5\u4ef6\u3092\u5f15\u7528\u4ed8\u304d\u3067\u307e\u3068\u3081\u308b |\n| \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\uff08\u30b3\u30e1\u30f3\u30c8\uff09 | \u30b3\u30e1\u30f3\u30c8\u306e\u66f8\u304d\u8fbc\u307f\uff08\u500b\u5225\u306e\u5b9f\u88c5\uff09 | \u62c5\u5f53\u5411\u3051\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u4ed8\u3051\u308b |\n| \u5171\u6709\u30d5\u30a9\u30eb\u30c0 | \u30ea\u30f3\u30af\u306e\u307f | \u898b\u7a4d\u66f8\u306e\u539f\u672c\u3078\u306e\u30ea\u30f3\u30af\u3092\u6dfb\u3048\u308b |\n\n**\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u306b\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u3092\u898b\u305b\u306a\u3044\u8a2d\u5b9a\u306b\u3057\u307e\u3059\u3002** \u62c5\u5f53\u5411\u3051\u306e\u30b3\u30e1\u30f3\u30c8\u306b\u306f\u3001\u624b\u914d\u5148\u306e\u540d\u524d\u3068\u904e\u53bb\u306e\u91d1\u984d\u304c\u5165\u308a\u307e\u3059\u3002**\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u88fd\u54c1\u304c\u30b3\u30e1\u30f3\u30c8\u306e\u516c\u958b\u7bc4\u56f2\u3092\u5206\u3051\u3089\u308c\u306a\u3044\u5834\u5408\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u3067\u306f\u306a\u304f\u65bd\u8a2d\u4fc2\u306e\u5171\u6709\u306e\u753b\u9762\u306b\u51fa\u3057\u307e\u3059\u3002**","human_review":"**\u3053\u306e\u69cb\u6210\u306e\u78ba\u8a8d\u306f\u3001\u5fc5\u9808\u3067\u3059\u3002** \u524d\u4f8b\u3092\u8aad\u3093\u3067\u624b\u914d\u5148\u3092\u6c7a\u3081\u3001\u76ee\u5b89\u3092\u8fd4\u3059\u306e\u306f\u62c5\u5f53\u3067\u3059\u3002\n\n1. **\u4f55\u4ef6\u304b\u3089\u51fa\u3057\u305f\u76ee\u5b89\u304b\u3092\u898b\u308b** \u2026 `cost_count` \u304c5\u4ef6\u306b\u6e80\u305f\u306a\u3044\u3068\u304d\u306f\u3001\u76ee\u5b89\u3068\u3057\u3066\u8fd4\u3055\u305a\u3001\u898b\u7a4d\u3092\u53d6\u3063\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059\n2. **\u524d\u4f8b\u306e\u5e74\u3092\u898b\u308b** \u2026 3\u5e74\u524d\u306e\u524d\u4f8b\u306f\u3001\u7269\u4fa1\u3068\u624b\u914d\u5148\u306e\u4e8b\u60c5\u304c\u5909\u308f\u3063\u3066\u3044\u307e\u3059\n3. **\u62e0\u70b9\u306e\u9055\u3044\u3092\u898b\u308b** \u2026 \u5225\u306e\u62e0\u70b9\u306e\u524d\u4f8b\u306f\u3001\u624b\u914d\u5148\u304c\u5bfe\u5fdc\u3067\u304d\u308b\u5730\u57df\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u3078\u8fd4\u3059** \u2026 \u300c\u904e\u53bb\u306e\u4f3c\u305f\u4f9d\u983c\u3067\u306f\u7d04\u25cb\u5186\u301c\u25cb\u5186\u3001\u5b8c\u4e86\u307e\u3067\u7d04\u25cb\u55b6\u696d\u65e5\u300d\u3068\u3001\u5e45\u3067\u4f1d\u3048\u307e\u3059\u3002**1\u3064\u306e\u91d1\u984d\u3067\u4f1d\u3048\u307e\u305b\u3093**\n\n**1\u4ef6\u3042\u305f\u308a6\u5206\u3092\u76ee\u5b89\u306b\u3057\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u4f3c\u305f\u4f9d\u983c\u304c1\u4ef6\u3082\u5f53\u305f\u3089\u306a\u3044 | \u300c\u524d\u4f8b\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u30b3\u30e1\u30f3\u30c8\u3057\u3001\u4f9d\u983c\u306e\u8a00\u8449\u3092\u8f9e\u66f8\u306e\u898b\u76f4\u3057\u306e\u4e00\u89a7\u306b\u5165\u308c\u308b |\n| \u5f53\u305f\u308b\u304c\u3001\u8cbb\u7528\u306e\u5165\u3063\u305f\u4f9d\u983c\u304c\u5c11\u306a\u3044 | \u76ee\u5b89\u306e\u6b04\u306b\u300c\u4ef6\u6570\u304c\u5c11\u306a\u3044\u305f\u3081\u76ee\u5b89\u3092\u51fa\u3057\u307e\u305b\u3093\u300d\u3068\u51fa\u3059 |\n| \u4f9d\u983c\u306e\u6587\u304c\u77ed\u3059\u304e\u308b | \u691c\u7d22\u305b\u305a\u3001\u8a73\u3057\u304f\u805e\u3044\u3066\u304b\u3089\u518d\u691c\u7d22\u3059\u308b\u3088\u3046\u6848\u5185\u3059\u308b |\n| \u4f9d\u983c\u304c2\u3064\u4ee5\u4e0a\u306e\u5185\u5bb9\u3092\u542b\u3080 | \u300c\u30ec\u30a4\u30a2\u30a6\u30c8\u5909\u66f4\u3068\u96fb\u6e90\u306e\u8ffd\u52a0\u300d\u306e\u3088\u3046\u306a\u4f9d\u983c\u306f\u3001\u62c5\u5f53\u304c\u5206\u3051\u3066\u518d\u691c\u7d22\u3059\u308b |\n| \u624b\u914d\u5148\u304c\u3059\u3067\u306b\u53d6\u5f15\u3092\u3084\u3081\u3066\u3044\u308b | \u53d6\u5f15\u5148\u306e\u4e00\u89a7\u306b\u53d6\u5f15\u505c\u6b62\u306e\u5370\u304c\u3042\u308c\u3070\u3001\u624b\u914d\u5148\u306e\u96c6\u8a08\u306b\u300c\u53d6\u5f15\u505c\u6b62\u300d\u3068\u6dfb\u3048\u308b |\n| Bedrock \u306e\u547c\u3073\u51fa\u3057\u306b\u5931\u6557\u3057\u305f | \u96c6\u8a08\u306e\u5024\u3068\u3001\u4e0a\u4f4d5\u4ef6\u306e\u4f9d\u983c\u756a\u53f7\u30fb\u4ef6\u540d\u30fb\u624b\u914d\u5148\u3060\u3051\u3092\u30b3\u30e1\u30f3\u30c8\u3059\u308b |\n| OpenSearch \u306e\u691c\u7d22\u306b\u5931\u6557\u3057\u305f | \u300c\u524d\u4f8b\u306e\u691c\u7d22\u306b\u5931\u6557\u3057\u307e\u3057\u305f\u300d\u3068\u30b3\u30e1\u30f3\u30c8\u3057\u3001\u62c5\u5f53\u306f\u5f93\u6765\u3069\u304a\u308a\u63a2\u3059 |\n\n**5\u884c\u76ee\u306f\u3001\u624b\u914d\u5148\u306e\u96c6\u8a08\u3060\u3051\u3092\u898b\u3066\u983c\u3080\u3068\u8d77\u304d\u307e\u3059\u3002** \u53d6\u5f15\u5148\u306e\u4e00\u89a7\u306e\u72b6\u614b\u3092\u3001\u96c6\u8a08\u306b\u6dfb\u3048\u307e\u3059\u3002","log_storage":"- \u53d6\u308a\u8fbc\u3093\u3060\u4f9d\u983c\u306e\u756a\u53f7\u3068\u5b8c\u4e86\u65e5\u3001\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\n- \u691c\u7d22\u306e\u5165\u529b\uff08\u4f9d\u983c\u306e\u6587\uff09\u3001\u8fd4\u3057\u305f\u4f9d\u983c\u756a\u53f7\u3001\u96c6\u8a08\u306e\u5024\u3068\u305d\u306e\u5143\u306b\u306a\u3063\u305f\u4ef6\u6570\n- Claude \u306b\u6e21\u3057\u305f\u691c\u7d22\u7d50\u679c\u3068\u3001\u8fd4\u3063\u3066\u304d\u305f\u307e\u3068\u3081\u3068\u5f15\u7528\n- \u300c\u524d\u4f8b\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u306b\u306a\u3063\u305f\u4f9d\u983c\u306e\u8a00\u8449\n- \u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u306e\u66f4\u65b0\u306e\u5c65\u6b74\uff08\u3044\u3064\u3001\u3069\u306e\u7d44\u3092\u8db3\u3057\u305f\u304b\uff09\n- **\u62c5\u5f53\u304c\u5b9f\u969b\u306b\u983c\u3093\u3060\u624b\u914d\u5148\u3068\u3001\u304b\u304b\u3063\u305f\u8cbb\u7528\u3068\u65e5\u6570**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u305d\u306e\u307e\u307e\u6b21\u306e\u524d\u4f8b\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307e\u308c\u307e\u3059\u3002** \u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3092\u66f8\u304f\u7fd2\u6163\u304c\u3001\u6b21\u306e\u62c5\u5f53\u306e\u691c\u7d22\u306e\u8cea\u306b\u306a\u308a\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":2,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":90,"assumption_workdays":20,"volume_month":90,"before_minutes_per_case":20,"after_minutes_per_case":6,"hourly_cost":3000,"before_hours_month":30,"after_hours_month":9,"saved_hours_month":21,"reduction_rate":70,"saved_hours_year":252,"annual_cost_effect":756000,"summary":"\u7dcf\u52d9\u306b\u8a2d\u5099\u3084\u5099\u54c1\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u5909\u66f4\u306e\u4f9d\u983c\u304c\u5c4a\u3044\u305f\u3068\u304d\u306b\u3001\u904e\u53bb\u306e\u4f3c\u305f\u4f9d\u983c\u3092\u63a2\u3057\u3001\u3069\u3053\u306b\u983c\u3093\u3060\u304b\u3001\u3044\u304f\u3089\u304b\u304b\u3063\u305f\u304b\u3001\u4f55\u65e5\u304b\u304b\u3063\u305f\u304b\u3001\u4f55\u3067\u3064\u307e\u305a\u3044\u305f\u304b\u3092\u5bfe\u5fdc\u8a18\u9332\u306e\u756a\u53f7\u4ed8\u304d\u3067\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u4f9d\u983c\u304c\u5c4a\u304d\u3001\u65bd\u8a2d\u4fc2\u306e\u62c5\u5f53\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u308b\n2. \u62c5\u5f53\u304c\u3001\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u4e00\u89a7\u3092\u4ef6\u540d\u306e\u8a00\u8449\u3067\u691c\u7d22\u3057\u3001\u4f3c\u305f\u4f9d\u983c\u3092\u63a2\u3059\n3. \u898b\u3064\u304b\u3063\u305f\u4f9d\u983c\u306e\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3068\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u898b\u7a4d\u66f8\u3092\u958b\u304d\u3001\u624b\u914d\u5148\u3068\u91d1\u984d\u3092\u78ba\u304b\u3081\u308b\n4. \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u524d\u4efb\u8005\u306e\u30e1\u30e2\u3084\u4fc2\u306e\u5148\u8f29\u306b\u300c\u524d\u306b\u3069\u3053\u306b\u983c\u3093\u3060\u304b\u300d\u3092\u805e\u304f\n5. \u624b\u914d\u5148\u306b\u898b\u7a4d\u3092\u983c\u307f\u3001\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u3078\u8cbb\u7528\u3068\u65e5\u6570\u306e\u76ee\u5b89\u3092\u8fd4\u3059\n\n**\uff08a\uff09\u4ef6\u540d\u306e\u8a00\u8449\u304c\u5408\u308f\u306a\u3044\u3002** 2\u756a\u76ee\u3067\u300c\u30d1\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u300d\u3068\u63a2\u3057\u3066\u3082\u3001\u524d\u306e\u4f9d\u983c\u306e\u4ef6\u540d\u304c\u300c\u5cf6\u306e\u9593\u4ed5\u5207\u308a\u8a2d\u7f6e\u300d\u3060\u3068\u5f53\u305f\u308a\u307e\u305b\u3093\u3002**\u4f9d\u983c\u306e\u4ef6\u540d\u306f\u4f9d\u983c\u3057\u305f\u4eba\u304c\u66f8\u3044\u305f\u3082\u306e\u3067\u3001\u8a00\u8449\u304c\u305d\u308d\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\n\n**\uff08b\uff091\u4ef6\u898b\u3064\u3051\u3066\u3082\u3001\u76f8\u5834\u306f\u5206\u304b\u3089\u306a\u3044\u3002** 3\u756a\u76ee\u3067\u898b\u3064\u304b\u3063\u305f1\u4ef6\u306e\u91d1\u984d\u304c\u3001\u305d\u306e\u6642\u306e\u7279\u5225\u306a\u4e8b\u60c5\uff08\u591c\u9593\u306e\u5de5\u4e8b\u3001\u6025\u304e\u306e\u624b\u914d\uff09\u3067\u9ad8\u304b\u3063\u305f\u306e\u304b\u3069\u3046\u304b\u306f\u3001**\u4f55\u4ef6\u304b\u4e26\u3079\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002** \u62c5\u5f53\u306f1\u4ef6\u306e\u91d1\u984d\u3092\u305d\u306e\u307e\u307e\u76ee\u5b89\u3068\u3057\u3066\u8fd4\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**\uff08c\uff09\u3064\u307e\u305a\u3044\u305f\u70b9\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3002** \u300c\u7ba1\u7406\u4f1a\u793e\u306e\u7533\u8acb\u306b2\u9031\u9593\u304b\u304b\u3063\u305f\u300d\u300c\u642c\u5165\u306e\u7d4c\u8def\u306b\u990a\u751f\u304c\u8981\u3063\u305f\u300d\u3068\u3044\u3063\u305f\u3053\u3068\u306f\u3001**\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u904b\u304c\u3088\u3044\u307b\u3046\u3067\u3059\u3002** \u540c\u3058\u3068\u3053\u308d\u3067\u6bce\u56de\u3064\u307e\u305a\u304d\u307e\u3059\u3002\n\n**\uff08d\uff09\u524d\u4efb\u8005\u306e\u8a18\u61b6\u306b\u983c\u3063\u3066\u3044\u308b\u3002** 4\u756a\u76ee\u3067\u7b54\u3048\u3066\u304f\u308c\u308b\u4eba\u304c\u3044\u308b\u3046\u3061\u306f\u56de\u308a\u307e\u3059\u304c\u3001**\u65bd\u8a2d\u4fc2\u306f2\u301c3\u5e74\u3067\u5165\u308c\u66ff\u308f\u308a\u307e\u3059\u3002** \u65b0\u3057\u3044\u62c5\u5f53\u307b\u3069\u624b\u914d\u5148\u3092\u77e5\u3089\u305a\u3001\u6bce\u56de\u4e00\u304b\u3089\u898b\u7a4d\u3092\u53d6\u308a\u76f4\u3057\u307e\u3059\u3002","before_flow_steps":["\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u4f9d\u983c\u304c\u5c4a\u304d\u3001\u65bd\u8a2d\u4fc2\u306e\u62c5\u5f53\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u308b","\u62c5\u5f53\u304c\u3001\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u4e00\u89a7\u3092\u4ef6\u540d\u306e\u8a00\u8449\u3067\u691c\u7d22\u3057\u3001\u4f3c\u305f\u4f9d\u983c\u3092\u63a2\u3059","\u898b\u3064\u304b\u3063\u305f\u4f9d\u983c\u306e\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3068\u3001\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u898b\u7a4d\u66f8\u3092\u958b\u304d\u3001\u624b\u914d\u5148\u3068\u91d1\u984d\u3092\u78ba\u304b\u3081\u308b","\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u524d\u4efb\u8005\u306e\u30e1\u30e2\u3084\u4fc2\u306e\u5148\u8f29\u306b\u300c\u524d\u306b\u3069\u3053\u306b\u983c\u3093\u3060\u304b\u300d\u3092\u805e\u304f","\u624b\u914d\u5148\u306b\u898b\u7a4d\u3092\u983c\u307f\u3001\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u3078\u8cbb\u7528\u3068\u65e5\u6570\u306e\u76ee\u5b89\u3092\u8fd4\u3059"],"after_flow":"**\u53d6\u308a\u8fbc\u307f\uff08\u4f9d\u983c\u304c\u5b8c\u4e86\u3059\u308b\u305f\u3073\uff09**\n\n1. **\u3010\u81ea\u52d5\u3011** \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u3067\u4f9d\u983c\u304c\u5b8c\u4e86\u306b\u306a\u308b\u3068\u3001\u4f9d\u983c\u306e\u6587\u30fb\u7a2e\u985e\u30fb\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u30fb\u624b\u914d\u5148\u30fb\u8cbb\u7528\u30fb\u4f9d\u983c\u65e5\u3068\u5b8c\u4e86\u65e5\u30fb\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u30921\u4ef6\u306e\u6587\u66f8\u306b\u3057\u3066\u691c\u7d22\u57fa\u76e4\u306b\u767b\u9332\u3059\u308b\n\n**\u65b0\u3057\u3044\u4f9d\u983c\u304c\u5c4a\u3044\u305f\u3068\u304d**\n\n2. **\u3010\u81ea\u52d5\u3011** \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u4f9d\u983c\u304c\u5c4a\u304f\u3068\u3001\u4f9d\u983c\u306e\u6587\u3067\u904e\u53bb\u306e\u5b8c\u4e86\u3057\u305f\u4f9d\u983c\u3092\u8a00\u8449\u3067\u691c\u7d22\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u540c\u3058\u691c\u7d22\u3067\u3001\u4e0a\u4f4d20\u4ef6\u306e\u8cbb\u7528\u3068\u65e5\u6570\u306e\u4e2d\u592e\u5024\u3068\u5e45\u3001\u624b\u914d\u5148\u306e\u9854\u3076\u308c\u3092\u96c6\u8a08\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** Claude \u304c\u3001\u4e0a\u4f4d5\u4ef6\u306b\u3064\u3044\u3066\u3001\u4f55\u3092\u3057\u305f\u304b\u30fb\u624b\u914d\u5148\u30fb\u3064\u307e\u305a\u3044\u305f\u70b9\u3092\u5bfe\u5fdc\u8a18\u9332\u306e\u5f15\u7528\u4ed8\u304d\u3067\u307e\u3068\u3081\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u7d50\u679c\u3092\u3001\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u305d\u306e\u4f9d\u983c\u306b\u62c5\u5f53\u5411\u3051\u306e\u30b3\u30e1\u30f3\u30c8\u3068\u3057\u3066\u4ed8\u3051\u308b\n6. **\u3010\u4eba\u3011** \u62c5\u5f53\u304c\u30b3\u30e1\u30f3\u30c8\u3092\u8aad\u307f\u3001\u624b\u914d\u5148\u3092\u6c7a\u3081\u3066\u898b\u7a4d\u3092\u983c\u307f\u3001\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u3078\u76ee\u5b89\u3092\u8fd4\u3059\n\n**3\u756a\u76ee\u3092\u691c\u7d22\u57fa\u76e4\u306e\u96c6\u8a08\u306b\u3057\u3066\u3044\u308b\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u8cbb\u7528\u306e\u76ee\u5b89\u306f\u3001\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u304c\u4e88\u7b97\u3092\u53d6\u308b\u3068\u304d\u306b\u305d\u306e\u307e\u307e\u4f7f\u3044\u307e\u3059\u3002**AI\u306e\u6587\u7ae0\u306e\u4e2d\u306e\u6570\u5b57\u306f\u3001\u3069\u3053\u304b\u3089\u6765\u305f\u306e\u304b\u3092\u5f8c\u304b\u3089\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002** \u96c6\u8a08\u306e\u6570\u5b57\u306a\u3089\u3001\u3069\u306e20\u4ef6\u304b\u3089\u51fa\u3057\u305f\u304b\u304c\u8a18\u9332\u306b\u6b8b\u308a\u307e\u3059\u3002\n\n**5\u756a\u76ee\u3067\u3001\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u306b\u306f\u76f4\u63a5\u8fd4\u3055\u306a\u3044\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u524d\u4f8b\u306e\u91d1\u984d\u306f\u3001\u5f53\u6642\u306e\u7269\u4fa1\u3068\u5f53\u6642\u306e\u4e8b\u60c5\u3092\u542b\u3093\u3067\u3044\u307e\u3059\u3002**\u62c5\u5f53\u304c\u898b\u3066\u3001\u4eca\u56de\u306e\u6761\u4ef6\u306b\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u3067\u4f9d\u983c\u304c\u5b8c\u4e86\u306b\u306a\u308b\u3068\u3001\u4f9d\u983c\u306e\u6587\u30fb\u7a2e\u985e\u30fb\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u30fb\u624b\u914d\u5148\u30fb\u8cbb\u7528\u30fb\u4f9d\u983c\u65e5\u3068\u5b8c\u4e86\u65e5\u30fb\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u30921\u4ef6\u306e\u6587\u66f8\u306b\u3057\u3066\u691c\u7d22\u57fa\u76e4\u306b\u767b\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u4f9d\u983c\u304c\u5c4a\u304f\u3068\u3001\u4f9d\u983c\u306e\u6587\u3067\u904e\u53bb\u306e\u5b8c\u4e86\u3057\u305f\u4f9d\u983c\u3092\u8a00\u8449\u3067\u691c\u7d22\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u540c\u3058\u691c\u7d22\u3067\u3001\u4e0a\u4f4d20\u4ef6\u306e\u8cbb\u7528\u3068\u65e5\u6570\u306e\u4e2d\u592e\u5024\u3068\u5e45\u3001\u624b\u914d\u5148\u306e\u9854\u3076\u308c\u3092\u96c6\u8a08\u3059\u308b","**\u3010\u81ea\u52d5\u3011** Claude \u304c\u3001\u4e0a\u4f4d5\u4ef6\u306b\u3064\u3044\u3066\u3001\u4f55\u3092\u3057\u305f\u304b\u30fb\u624b\u914d\u5148\u30fb\u3064\u307e\u305a\u3044\u305f\u70b9\u3092\u5bfe\u5fdc\u8a18\u9332\u306e\u5f15\u7528\u4ed8\u304d\u3067\u307e\u3068\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u7d50\u679c\u3092\u3001\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u305d\u306e\u4f9d\u983c\u306b\u62c5\u5f53\u5411\u3051\u306e\u30b3\u30e1\u30f3\u30c8\u3068\u3057\u3066\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u304c\u30b3\u30e1\u30f3\u30c8\u3092\u8aad\u307f\u3001\u624b\u914d\u5148\u3092\u6c7a\u3081\u3066\u898b\u7a4d\u3092\u983c\u307f\u3001\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u3078\u76ee\u5b89\u3092\u8fd4\u3059"],"architecture":"```\n\u3010\u53d6\u308a\u8fbc\u307f\u3011\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u3067\u4f9d\u983c\u304c\u5b8c\u4e86\u306b\u306a\u308b\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5b8c\u4e86\u306e\u305f\u3073\nAWS Lambda \u2500\u2500 \u4f9d\u983c\u306e\u6587\u30fb\u7a2e\u985e\u30fb\u62e0\u70b9\u30fb\u624b\u914d\u5148\u30fb\u8cbb\u7528\u30fb\u65e5\u6570\u30fb\u30e1\u30e2\u30921\u4ef6\u306e\u6587\u66f8\u306b\n   \u25bc\nAmazon OpenSearch Service\uff08\u4f9d\u983c\u306e\u7d22\u5f15\u3002Sudachi\uff0b\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\uff09\n\n\u3010\u65b0\u3057\u3044\u4f9d\u983c\u3011\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u4f9d\u983c\u304c\u5c4a\u304f\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u306e\u901a\u77e5\nAWS Lambda\n   \u25bc\nAmazon OpenSearch Service\n   \u251c\u2500 \u8a00\u8449\u306e\u691c\u7d22\uff1a\u4f9d\u983c\u306e\u6587\u30fb\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\uff08Sudachi\uff0b\u540c\u7fa9\u8a9e\uff09\n   \u251c\u2500 filter\uff1a\u5b8c\u4e86\u6e08\u307f\u3001\u904e\u53bb3\u5e74\n   \u2514\u2500 \u96c6\u8a08\uff1asampler\uff08\u4e0a\u4f4d20\u4ef6\uff09\u2192 percentiles\uff08\u8cbb\u7528\u30fb\u65e5\u6570\uff09\u3001terms\uff08\u624b\u914d\u5148\uff09\n   \u25bc\nClaude\uff08Amazon Bedrock\uff09\u2500\u2500 \u4e0a\u4f4d5\u4ef6\u3092\u691c\u7d22\u7d50\u679c\u306e\u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3057\u3001\u5f15\u7528\u4ed8\u304d\u3067\u307e\u3068\u3081\u308b\n   \u25bc\n\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u62c5\u5f53\u5411\u3051\u30b3\u30e1\u30f3\u30c8\uff08\u4f3c\u305f\u4f9d\u983c\u30fb\u624b\u914d\u5148\u30fb\u8cbb\u7528\u3068\u65e5\u6570\u306e\u76ee\u5b89\u30fb\u3064\u307e\u305a\u3044\u305f\u70b9\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Amazon OpenSearch Service\uff08Sudachi\u3001\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u3001sampler \u3068 percentiles \u306e\u96c6\u8a08\uff09 | Azure AI Search\u3001Vertex AI Search\uff08Agent Search\uff09 |\n| \u751f\u6210AI | Claude\uff08Amazon Bedrock\u3002\u4f3c\u305f\u4f9d\u983c\u3092\u5f15\u7528\u4ed8\u304d\u3067\u307e\u3068\u3081\u308b\uff09 | Gemini API\u3001OpenAI API |\n| \u9023\u643a | AWS Lambda\uff08\u53d6\u308a\u8fbc\u307f\u3001\u4f9d\u983c\u306e\u901a\u77e5\u306e\u53d7\u3051\u53d6\u308a\u3001\u30b3\u30e1\u30f3\u30c8\u306e\u66f8\u304d\u8fbc\u307f\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u306e\u5143\u30d5\u30a1\u30a4\u30eb\u3001\u691c\u7d22\u306e\u8a18\u9332\uff09 | \u2015 |\n| \u53f0\u5e33 | \u65e2\u5b58\u306e\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u3068\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u898b\u7a4d\u66f8 | \u2015 |\n\n**\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u62c5\u5f53\u5411\u3051\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u4ed8\u3051\u308b\u3060\u3051\u3067\u3059\u3002** \u4f9d\u983c\u306e\u72b6\u614b\u3084\u627f\u8a8d\u306b\u306f\u89e6\u308c\u307e\u305b\u3093\u3002\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u4ed5\u7d44\u307f\u304c\u3001\u5916\u304b\u3089\u306e\u30b3\u30e1\u30f3\u30c8\u306e\u66f8\u304d\u8fbc\u307f\u3068\u3001\u4f9d\u983c\u306e\u53d7\u4ed8\u30fb\u5b8c\u4e86\u306e\u901a\u77e5\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u524d\u63d0\u3067\u3001**\u3069\u306e\u65b9\u5f0f\u304c\u4f7f\u3048\u308b\u304b\u306f\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u88fd\u54c1\u306b\u3088\u308b\u306e\u3067\u3001\u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u5b9f\u88c5\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u65e5\u672c\u8a9e\u306e\u8a00\u8449\u306e\u691c\u7d22\u306b\u306f\u3001Sudachi \u3092\u4f7f\u3044\u307e\u3059\u3002** Amazon OpenSearch Service \u306e\u5bfe\u5fdc\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u4e00\u89a7\u3067\u3001**\u65e5\u672c\u8a9e\u5411\u3051\u306b\u63a8\u5968**\u3068\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u3002\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u306a\u306e\u3067\u3001\u30c9\u30e1\u30a4\u30f3\u306b\u95a2\u9023\u4ed8\u3051\u3066\u304b\u3089\u4f7f\u3044\u307e\u3059\u3002\n\n**\u540c\u7fa9\u8a9e\u306f\u3001\u8f9e\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u30c9\u30e1\u30a4\u30f3\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u540c\u7fa9\u8a9e\u3084\u9664\u5916\u3059\u308b\u8a9e\u306e\u30d5\u30a1\u30a4\u30eb\u3092 S3 \u306b\u7f6e\u3044\u3066\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u3001\u30c9\u30e1\u30a4\u30f3\u306b\u95a2\u9023\u4ed8\u3051\u308b\u3068\u3001`synonyms_path` \u306b `analyzers\/<\u30d1\u30c3\u30b1\u30fc\u30b8\u306eID>` \u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3048\u307e\u3059\u3002**\u691c\u7d22\u306e\u5074\u306e\u5206\u6790\u5668\u3067 `updateable` \u3092 true \u306b\u3057\u3066\u304a\u3051\u3070\u3001\u8f9e\u66f8\u3092\u66f4\u65b0\u3057\u305f\u3068\u304d\u306b\u7d22\u5f15\u304c\u81ea\u52d5\u3067\u66f4\u65b0\u3055\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d6\u308a\u8fbc\u307f\u3068\u691c\u7d22\u3067\u3001\u8d77\u70b9\u304c2\u3064\u3042\u308a\u307e\u3059\u3002**\n\n**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u3067\u4f9d\u983c\u304c\u5b8c\u4e86\u306b\u306a\u3063\u305f\u3068\u304d\u3067\u3059\u3002** \u5b8c\u4e86\u306e\u901a\u77e5\u3092\u53d7\u3051\u3066\u3001\u305d\u306e\u4f9d\u983c\u30921\u4ef6\u306e\u6587\u66f8\u306b\u3057\u3066\u767b\u9332\u3057\u307e\u3059\u3002**\u5b8c\u4e86\u524d\u306e\u4f9d\u983c\u306f\u53d6\u308a\u8fbc\u307f\u307e\u305b\u3093\u3002** \u898b\u7a4d\u306e\u9014\u4e2d\u306e\u91d1\u984d\u3084\u3001\u307e\u3060\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u624b\u914d\u5148\u304c\u524d\u4f8b\u3068\u3057\u3066\u8fd4\u308b\u306e\u3092\u9632\u304e\u307e\u3059\u3002\n\n**\u691c\u7d22\u306f\u3001\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u65b0\u3057\u3044\u4f9d\u983c\u304c\u5c4a\u3044\u305f\u3068\u304d\u306b\u81ea\u52d5\u3067\u52d5\u304d\u307e\u3059\u3002** \u62c5\u5f53\u304c\u958b\u304f\u524d\u306b\u30b3\u30e1\u30f3\u30c8\u304c\u4ed8\u3044\u3066\u3044\u308b\u72b6\u614b\u306b\u3057\u3066\u304a\u304f\u3068\u3001**\u62c5\u5f53\u306f\u4f9d\u983c\u3092\u958b\u3044\u305f\u77ac\u9593\u306b\u524d\u4f8b\u3092\u8aad\u3081\u307e\u3059\u3002** \u4f9d\u983c\u306e\u6587\u304c\u77ed\u3059\u304e\u308b\u3068\u304d\uff0820\u5b57\u672a\u6e80\u306a\u3069\uff09\u306f\u691c\u7d22\u305b\u305a\u3001\u300c\u4f9d\u983c\u306e\u5185\u5bb9\u3092\u8a73\u3057\u304f\u805e\u3044\u3066\u304b\u3089\u691c\u7d22\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3060\u3051\u30b3\u30e1\u30f3\u30c8\u3057\u307e\u3059\u3002\n\n**\u30b3\u30e1\u30f3\u30c8\u306b\u306f\u300c\u518d\u691c\u7d22\u300d\u306e\u30ea\u30f3\u30af\u3092\u4ed8\u3051\u3001** \u62c5\u5f53\u304c\u4f9d\u983c\u306e\u6587\u3092\u66f8\u304d\u8db3\u3057\u305f\u3042\u3068\u306b\u3082\u3046\u4e00\u5ea6\u63a2\u305b\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u904e\u53bb\u306e\u4f9d\u983c\uff08\u5b8c\u4e86\u6e08\u307f\uff09 | \u4f9d\u983c\u756a\u53f7\u3001\u4f9d\u983c\u306e\u4ef6\u540d\u3068\u672c\u6587\u3001\u7a2e\u985e\u3001\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u3001\u624b\u914d\u5148\u3001\u624b\u914d\u5148\u306e\u533a\u5206\uff08\u5de5\u4e8b\u696d\u8005\u30fb\u5bb6\u5177\u306e\u8ca9\u58f2\u5e97\u30fb\u5bb6\u96fb\u306e\u91cf\u8ca9\u5e97\u30fb\u30d3\u30eb\u306e\u7ba1\u7406\u4f1a\u793e\uff09\u3001\u8cbb\u7528\uff08\u7a0e\u629c\uff09\u3001\u4f9d\u983c\u65e5\u3001\u5b8c\u4e86\u65e5\u3001\u5b8c\u4e86\u6642\u306e\u30e1\u30e2 | \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0 |\n| \u898b\u7a4d\u66f8 | \u4f9d\u983c\u756a\u53f7\u3001\u898b\u7a4d\u306e\u660e\u7d30 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08\u3053\u306e\u69cb\u6210\u3067\u306f\u539f\u672c\u3078\u306e\u30ea\u30f3\u30af\u3068\u3057\u3066\u4f7f\u3046\uff09 |\n| \u65b0\u3057\u3044\u4f9d\u983c | \u4f9d\u983c\u306e\u4ef6\u540d\u3068\u672c\u6587\u3001\u7a2e\u985e\u3001\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u3001\u5e0c\u671b\u306e\u6642\u671f | \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3067\u3059\u3002** \u300c\u7ba1\u7406\u4f1a\u793e\u3078\u306e\u5de5\u4e8b\u7533\u8acb\u304c\u5fc5\u8981\u3067\u3001\u627f\u8a8d\u307e\u306710\u55b6\u696d\u65e5\u300d\u300c\u591c\u9593\u306e\u4f5c\u696d\u3067\u5272\u5897\u300d\u300c\u642c\u5165\u306b\u30a8\u30ec\u30d9\u30fc\u30bf\u30fc\u306e\u990a\u751f\u304c\u8981\u3063\u305f\u300d\u3002**\u3053\u306e\u4e00\u884c\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u6b21\u306e\u62c5\u5f53\u306e\u624b\u9593\u304c\u307e\u308b\u3067\u9055\u3044\u307e\u3059\u3002** \u53d6\u308a\u8fbc\u307f\u306e\u5074\u3067\u306f\u3001\u30e1\u30e2\u304c\u7a7a\u306e\u4f9d\u983c\u306b\u5370\u3092\u4ed8\u3051\u3066\u3001\u6bce\u6708\u306e\u4ef6\u6570\u3092\u4fc2\u9577\u306b\u898b\u305b\u307e\u3059\u3002\n\n**\u898b\u7a4d\u66f8\u306ePDF\u306f\u7d22\u5f15\u306b\u5165\u308c\u305a\u3001** \u539f\u672c\u3078\u306e\u30ea\u30f3\u30af\u3068\u3057\u3066\u6dfb\u3048\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002\u91d1\u984d\u306f\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u8cbb\u7528\u306e\u6b04\u304b\u3089\u53d6\u308a\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u5b8c\u4e86\u3057\u305f\u4f9d\u983c\u306e\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\u6700\u521d\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u904e\u53bb3\u5e74\u5206\u3092\u4e00\u89a7\u3068\u3057\u3066\u66f8\u304d\u51fa\u3057\u3066\u3082\u3089\u3044\u3001\u307e\u3068\u3081\u3066\u767b\u9332\u3057\u307e\u3059\u3002** \u305d\u306e\u3042\u3068\u306f\u5b8c\u4e86\u306e\u305f\u3073\u306b1\u4ef6\u305a\u3064\u8db3\u3057\u307e\u3059\u3002\n\n**\u7d22\u5f15\u306f1\u4ef6\u306e\u4f9d\u983c\u30921\u4ef6\u306e\u6587\u66f8\u306b\u3057\u307e\u3059\u3002**\n\n| \u9805\u76ee | \u578b | \u4f7f\u3044\u3069\u3053\u308d |\n|:--|:--|:--|\n| `request_id` | keyword | \u4f9d\u983c\u756a\u53f7\u3002\u539f\u672c\u3068\u898b\u7a4d\u66f8\u3078\u306e\u30ea\u30f3\u30af |\n| `title`\uff0f`body` | text\uff08Sudachi\uff0b\u540c\u7fa9\u8a9e\uff09 | \u8a00\u8449\u306e\u691c\u7d22\u3002\u4ef6\u540d\u306f\u91cd\u307f\u30922\u500d\u306b\u3059\u308b |\n| `notes` | text\uff08Sudachi\uff0b\u540c\u7fa9\u8a9e\uff09 | \u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3002\u8a00\u8449\u306e\u691c\u7d22\u3068\u3064\u307e\u305a\u3044\u305f\u70b9\u306e\u6750\u6599 |\n| `category` | keyword | \u7a2e\u985e\u3002\u753b\u9762\u306e\u8868\u793a\u3068\u3001\u7a2e\u985e\u3054\u3068\u306e\u96c6\u8a08 |\n| `site`\uff0f`floor` | keyword | \u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u3002\u540c\u3058\u62e0\u70b9\u306e\u524d\u4f8b\u3092\u4e0a\u306b\u5bc4\u305b\u308b |\n| `vendor`\uff0f`vendor_type` | keyword | \u624b\u914d\u5148\u3068\u533a\u5206\u3002\u624b\u914d\u5148\u306e\u96c6\u8a08 |\n| `cost` | integer | \u8cbb\u7528\uff08\u7a0e\u629c\uff09\u3002\u4e2d\u592e\u5024\u3068\u5e45\u306e\u96c6\u8a08 |\n| `lead_days` | integer | \u4f9d\u983c\u65e5\u304b\u3089\u5b8c\u4e86\u65e5\u307e\u3067\u306e\u55b6\u696d\u65e5\u6570\u3002\u4e2d\u592e\u5024\u3068\u5e45\u306e\u96c6\u8a08 |\n| `completed_on` | date | \u904e\u53bb3\u5e74\u306e\u7d5e\u308a\u8fbc\u307f\u3068\u3001\u4f55\u5e74\u524d\u306e\u524d\u4f8b\u304b\u306e\u8868\u793a |\n\n**\u65e5\u6570\u306f\u3001\u53d6\u308a\u8fbc\u307f\u306e\u3068\u304d\u306b\u55b6\u696d\u65e5\u3067\u6570\u3048\u3066\u6301\u305f\u305b\u307e\u3059\u3002** \u66a6\u306e\u65e5\u6570\u306b\u3059\u308b\u3068\u3001\u5e74\u672b\u5e74\u59cb\u3084\u9023\u4f11\u3092\u307e\u305f\u3044\u3060\u4f9d\u983c\u3060\u3051\u304c\u9577\u304f\u898b\u3048\u307e\u3059\u3002\n\n**\u5206\u6790\u5668\u306f\u3001\u7d22\u5f15\u3092\u4f5c\u308b\u3068\u304d\u306b\u6b21\u306e\u3088\u3046\u306b\u6c7a\u3081\u307e\u3059\u3002** \u7d22\u5f15\u306b\u5165\u308c\u308b\u3068\u304d\u306f Sudachi \u3060\u3051\u3067\u5206\u3051\u3001\u691c\u7d22\u3059\u308b\u3068\u304d\u3060\u3051\u540c\u7fa9\u8a9e\u3092\u8db3\u3057\u307e\u3059\u3002\n\n```json\nPUT \/facility-requests\n{\n  \"settings\": {\n    \"index\": {\n      \"number_of_shards\": 1,\n      \"analysis\": {\n        \"tokenizer\": { \"ja_tokenizer\": { \"type\": \"sudachi_tokenizer\" } },\n        \"filter\": {\n          \"facility_synonyms\": {\n            \"type\": \"synonym\",\n            \"synonyms_path\": \"analyzers\/F000000001\",\n            \"updateable\": true\n          }\n        },\n        \"analyzer\": {\n          \"ja_index\": { \"type\": \"custom\", \"tokenizer\": \"ja_tokenizer\" },\n          \"ja_search\": { \"type\": \"custom\", \"tokenizer\": \"ja_tokenizer\",\n                         \"filter\": [\"facility_synonyms\"] }\n        }\n      }\n    }\n  },\n  \"mappings\": { \"properties\": {\n    \"body\": { \"type\": \"text\", \"analyzer\": \"ja_index\", \"search_analyzer\": \"ja_search\" }\n  } }\n}\n```\n\n**\u540c\u7fa9\u8a9e\u3092\u691c\u7d22\u306e\u5074\u3060\u3051\u306b\u7f6e\u304f\u306e\u306f\u3001`updateable` \u304c\u691c\u7d22\u306e\u5074\u306e\u5206\u6790\u5668\u306b\u3057\u304b\u52b9\u304b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u3053\u306e\u8a2d\u5b9a\u306e\u3068\u304d\u306b\u9650\u3063\u3066\u3001\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f4\u65b0\u3059\u308b\u3068\u7d22\u5f15\u304c\u81ea\u52d5\u3067\u66f4\u65b0\u3055\u308c\u307e\u3059\u3002\u7d22\u5f15\u306e\u5074\u306b\u540c\u7fa9\u8a9e\u3092\u5165\u308c\u308b\u3068\u3001\u8f9e\u66f8\u3092\u8db3\u3059\u305f\u3073\u306b\u7d22\u5f15\u3092\u4f5c\u308a\u76f4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002`F000000001` \u306f\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306e ID \u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002Sudachi \u306e\u30b7\u30b9\u30c6\u30e0\u8f9e\u66f8\u3084\u5229\u7528\u8005\u8f9e\u66f8\u3092\u6307\u5b9a\u3059\u308b\u3068\u304d\u306f\u3001\u516c\u5f0f\u306e\u4f8b\u306e\u3068\u304a\u308a `additional_settings` \u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u306e ID \u3092\u66f8\u304d\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u8cbb\u7528\u306e\u6b04\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7a0e\u8fbc\u3068\u7a0e\u629c\u304c\u6df7\u3056\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u6b04\u304c\u7a0e\u629c\u3068\u6c7a\u307e\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u53d6\u308a\u8fbc\u307f\u3067\u5370\u3092\u4ed8\u3051\u307e\u3059\n2. **\u8cbb\u7528\u304c0\u5186\u306e\u4f9d\u983c\u3092\u5206\u3051\u308b** \u2026 \u793e\u5185\u306e\u5728\u5eab\u3067\u6e08\u3093\u3060\u3001\u7ba1\u7406\u4f1a\u793e\u306e\u8ca0\u62c5\u3067\u6e08\u3093\u3060\u3001\u3068\u3044\u3063\u305f\u4f9d\u983c\u306f\u8cbb\u75280\u5186\u306b\u306a\u308a\u307e\u3059\u3002**\u96c6\u8a08\u304b\u3089\u5916\u3057\u3001\u524d\u4f8b\u3068\u3057\u3066\u306f\u6b8b\u3057\u307e\u3059**\n3. **\u547c\u3073\u65b9\u306e\u63fa\u308c\u3092\u8f9e\u66f8\u306b\u3059\u308b** \u2026 \u300c\u30d1\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\uff0f\u9593\u4ed5\u5207\u308a\uff0f\u30d1\u30cd\u30eb\u300d\u300c\u30b3\u30f3\u30bb\u30f3\u30c8\u5897\u8a2d\uff0f\u96fb\u6e90\u5de5\u4e8b\uff0f\u96fb\u6e90\u306e\u8ffd\u52a0\u300d\u300c\u4ec0\u5668\uff0f\u30aa\u30d5\u30a3\u30b9\u5bb6\u5177\u300d\u300c\u5165\u9000\u5ba4\uff0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ab\u30fc\u30c9\uff0fID\u30ab\u30fc\u30c9\u300d\u3092\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u306b\u3057\u307e\u3059\n4. **\u624b\u914d\u5148\u306e\u540d\u524d\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c\u25cb\u25cb\u96fb\u8a2d\u300d\u300c(\u682a)\u25cb\u25cb\u96fb\u8a2d\u300d\u300c\u25cb\u25cb\u96fb\u8a2d\u5de5\u696d\u300d\u306e\u3088\u3046\u306a\u8868\u8a18\u306e\u63fa\u308c\u3092\u3001\u53d6\u5f15\u5148\u306e\u4e00\u89a7\u306e\u30b3\u30fc\u30c9\u306b\u5bc4\u305b\u307e\u3059\n5. **\u500b\u4eba\u540d\u3092\u5916\u3059** \u2026 \u4f9d\u983c\u306e\u672c\u6587\u306b\u51fa\u3066\u304f\u308b\u793e\u54e1\u306e\u540d\u524d\u3092\u3001\u300c\u4f9d\u983c\u8005\u300d\u300c\u90e8\u9577\u300d\u306e\u3088\u3046\u306a\u5f79\u5272\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n\n**3\u756a\u76ee\u306e\u8f9e\u66f8\u306f\u3001\u6700\u521d\u304b\u3089\u5b8c\u5168\u306b\u4f5c\u308d\u3046\u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6700\u521d\u306f\u65bd\u8a2d\u4fc2\u304c\u601d\u3044\u3064\u304f20\u7d44\u307b\u3069\u3067\u59cb\u3081\u3001**\u300c\u524d\u4f8b\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u306b\u306a\u3063\u305f\u4f9d\u983c\u306e\u8a00\u8449\u3092\u6bce\u6708\u898b\u3066\u8db3\u3057\u3066\u3044\u304d\u307e\u3059\u3002** \u8f9e\u66f8\u3092\u66f4\u65b0\u3057\u3066\u3082\u3001\u691c\u7d22\u306e\u5074\u306e\u5206\u6790\u5668\u3067 `updateable` \u3092\u6709\u52b9\u306b\u3057\u3066\u3042\u308c\u3070\u3001\u7d22\u5f15\u3092\u4f5c\u308a\u76f4\u3055\u305a\u306b\u53cd\u6620\u3055\u308c\u307e\u3059\u3002\n\n**2\u756a\u76ee\u3092\u98db\u3070\u3059\u3068\u30010\u5186\u306e\u4f9d\u983c\u3067\u4e2d\u592e\u5024\u304c\u5b9f\u969b\u306e\u76f8\u5834\u3088\u308a\u4e0b\u304c\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**AI\u306e\u4ed5\u4e8b\u306f\u3001\u4e0a\u4f4d5\u4ef6\u306e\u4f9d\u983c\u306b\u3064\u3044\u3066\u3001\u4f55\u3092\u3057\u305f\u304b\u30fb\u624b\u914d\u5148\u30fb\u3064\u307e\u305a\u3044\u305f\u70b9\u3092\u3001\u5bfe\u5fdc\u8a18\u9332\u306e\u5f15\u7528\u4ed8\u304d\u3067\u307e\u3068\u3081\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u4f3c\u305f\u4f9d\u983c\u3092\u63a2\u3059\u306e\u3082\u3001\u8cbb\u7528\u3068\u65e5\u6570\u3092\u6570\u3048\u308b\u306e\u3082\u691c\u7d22\u57fa\u76e4\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u4f3c\u305f\u4f9d\u983c\u3054\u3068\u306e\u307e\u3068\u3081 | \u4f9d\u983c\u306e\u4e2d\u8eab\u3068\u3001\u5b9f\u969b\u306b\u4f55\u3092\u3057\u305f\u304b\u3092\u3001\u4f9d\u983c\u306e\u672c\u6587\u3068\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u304b\u3089\u5f15\u7528\u3057\u3066\u66f8\u304f |\n| \u624b\u914d\u5148\u306e\u66f8\u304d\u51fa\u3057 | \u3069\u3053\u306b\u983c\u3093\u3060\u304b\u3092\u3001\u8a18\u9332\u306e\u307e\u307e\u66f8\u304f |\n| \u3064\u307e\u305a\u3044\u305f\u70b9\u306e\u66f8\u304d\u51fa\u3057 | \u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u306b\u3042\u308b\u3001\u7533\u8acb\u30fb\u65e5\u7a0b\u30fb\u642c\u5165\u30fb\u8ffd\u52a0\u306e\u8cbb\u7528\u306e\u8a71\u3092\u5f15\u7528\u3059\u308b |\n| \u4eca\u56de\u3068\u306e\u9055\u3044\u306e\u66f8\u304d\u51fa\u3057 | \u62e0\u70b9\u3001\u30d5\u30ed\u30a2\u3001\u898f\u6a21\u3001\u6642\u671f\u306e\u3069\u3053\u304c\u9055\u3046\u304b\u3092\u66f8\u304f |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8cbb\u7528\u3084\u65e5\u6570\u306e\u76ee\u5b89\u3092\u66f8\u304f | \u6570\u5b57\u306f\u96c6\u8a08\u306e\u5024\u3092\u305d\u306e\u307e\u307e\u51fa\u3059 |\n| \u624b\u914d\u5148\u3092\u52e7\u3081\u308b | \u9078\u3076\u306e\u306f\u7dcf\u52d9\u3002\u53d6\u5f15\u306e\u6761\u4ef6\u3084\u76f8\u898b\u7a4d\u306e\u6c7a\u307e\u308a\u304c\u3042\u308b |\n| \u5de5\u4e8b\u306b\u7533\u8acb\u3084\u5c4a\u51fa\u304c\u8981\u308b\u304b\u306e\u5224\u65ad | \u8a18\u9332\u306b\u3042\u308c\u3070\u5f15\u7528\u3059\u308b\u3060\u3051\u3002\u8981\u5426\u306f\u30d3\u30eb\u306e\u7ba1\u7406\u4f1a\u793e\u3068\u78ba\u304b\u3081\u308b |\n| \u8a18\u9332\u306b\u7121\u3044\u3064\u307e\u305a\u304d\u3092\u60f3\u50cf\u3067\u8db3\u3059 | \u4e00\u822c\u7684\u306a\u30aa\u30d5\u30a3\u30b9\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044 |\n\n**1\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u5916\u305b\u306a\u3044\u7dda\u3067\u3059\u3002** \u524d\u4f8b\u306e\u6587\u306b\u300c\u7d0415\u4e07\u5186\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001AI\u306f\u305d\u308c\u3092\u76ee\u5b89\u3068\u3057\u3066\u66f8\u304d\u305f\u304f\u306a\u308a\u307e\u3059\u3002**1\u4ef6\u306e\u91d1\u984d\u3092\u76ee\u5b89\u306b\u3057\u3066\u3057\u307e\u3046\u306e\u306f\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u3067\u4eba\u304c\u3057\u3066\u3044\u305f\u5931\u6557\u305d\u306e\u3082\u306e\u3067\u3059\u3002** \u6570\u5b57\u306f\u96c6\u8a08\u306e\u6b04\u3060\u3051\u306b\u51fa\u3057\u307e\u3059\u3002\n\n**3\u884c\u76ee\u306e\u7533\u8acb\u306e\u8981\u5426\u3082\u3001\u8a18\u9332\u306e\u5f15\u7528\u306b\u3068\u3069\u3081\u307e\u3059\u3002** **\u30d3\u30eb\u304c\u9055\u3048\u3070\u6c7a\u307e\u308a\u304c\u9055\u3044\u3001**\u672c\u793e\u306e\u30d3\u30eb\u306e\u524d\u4f8b\u304b\u3089\u300c\u7533\u8acb\u304c\u5fc5\u8981\u3067\u3059\u300d\u3068\u66f8\u3051\u3070\u3001\u652f\u5e97\u3067\u8981\u3089\u306a\u3044\u624b\u9593\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u7dcf\u52d9\u90e8\u306e\u65bd\u8a2d\u4fc2\u3067\u3001\u65b0\u3057\u3044\u4f9d\u983c\u306e\u5bfe\u5fdc\u306e\u305f\u3081\u306b\u904e\u53bb\u306e\u4f3c\u305f\u4f9d\u983c\u3092\u6574\u7406\u3059\u308b\u4fc2\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u691c\u7d22\u7d50\u679c\uff08\u904e\u53bb\u306e\u4f9d\u983c\u306e\u672c\u6587\u3068\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\uff09\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u4e00\u822c\u7684\u306a\u30aa\u30d5\u30a3\u30b9\u3084\u5de5\u4e8b\u306e\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u65b0\u3057\u3044\u4f9d\u983c\u3011\n\u62e0\u70b9\uff1a{site}\u3000\u30d5\u30ed\u30a2\uff1a{floor}\u3000\u7a2e\u985e\uff1a{category}\u3000\u5e0c\u671b\u306e\u6642\u671f\uff1a{wanted_by}\n\u4f9d\u983c\u306e\u672c\u6587\uff1a{body}\n\n\u3010\u691c\u7d22\u7d50\u679c\u3011\n\u4f9d\u983c\u756a\u53f7\u3054\u3068\u306b\u3001\u4f9d\u983c\u306e\u672c\u6587\u3001\u4f55\u5e74\u524d\u306e\u4f9d\u983c\u304b\u3001\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u3001\u624b\u914d\u5148\u3001\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u304c\u6e21\u3055\u308c\u307e\u3059\u3002\n\n\u3010\u4f9d\u983c\u3054\u3068\u306b\u66f8\u304f\u3053\u3068\u3011\n1. \u4f9d\u983c\u756a\u53f7\u3001\u4f55\u5e74\u524d\u304b\u3001\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\n2. \u4f9d\u983c\u306e\u4e2d\u8eab\u3068\u3001\u5b9f\u969b\u306b\u4f55\u3092\u3057\u305f\u304b\uff08\u672c\u6587\u3068\u30e1\u30e2\u304b\u3089\u5f15\u7528\uff09\n3. \u624b\u914d\u5148\uff08\u8a18\u9332\u306e\u307e\u307e\uff09\n4. \u3064\u307e\u305a\u3044\u305f\u70b9\uff08\u30e1\u30e2\u304b\u3089\u5f15\u7528\u3002\u7121\u3051\u308c\u3070\u300c\u30e1\u30e2\u306b\u8a18\u8f09\u306a\u3057\u300d\uff09\n5. \u4eca\u56de\u306e\u4f9d\u983c\u3068\u306e\u9055\u3044\uff08\u62e0\u70b9\u3001\u30d5\u30ed\u30a2\u3001\u898f\u6a21\u3001\u6642\u671f\uff09\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u8cbb\u7528\u3001\u91d1\u984d\u3001\u65e5\u6570\u3001\u671f\u9593\u3092\u4e00\u5207\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u5f15\u7528\u3059\u308b\u6587\u306b\u542b\u307e\u308c\u3066\u3044\u3066\u3082\u3001\n  \u305d\u306e\u90e8\u5206\u306f\u300c\uff08\u91d1\u984d\u306f\u96c6\u8a08\u6b04\u3092\u53c2\u7167\uff09\u300d\u306b\u7f6e\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u624b\u914d\u5148\u3092\u52e7\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u301c\u306b\u983c\u3080\u3068\u3088\u3044\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7533\u8acb\u3084\u5c4a\u51fa\u304c\u5fc5\u8981\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u30e1\u30e2\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u300c\u5f53\u6642\u306e\u30e1\u30e2\u306b\u306f\u301c\u3068\u8a18\u8f09\u300d\u3068\u5f15\u7528\u306e\u5f62\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u62e0\u70b9\u304c\u9055\u3046\u4f9d\u983c\u306b\u306f\u3001\u5fc5\u305a\u300c\u62e0\u70b9\u304c\u9055\u3046\u300d\u3068\u4eca\u56de\u3068\u306e\u9055\u3044\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u30e1\u30e2\u306b\u7121\u3044\u3064\u307e\u305a\u304d\u3092\u60f3\u50cf\u3067\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u91d1\u984d\u3092\u300c\u7f6e\u304d\u63db\u3048\u308b\u300d\u307e\u3067\u6307\u793a\u3057\u3066\u3044\u308b\u306e\u306f\u3001** \u7981\u6b62\u3057\u3066\u3082\u5f15\u7528\u3054\u3068\u5199\u3057\u3066\u304f\u308b\u305f\u3081\u3067\u3059\u3002**\u6570\u5b57\u306f\u96c6\u8a08\u306e\u6b04\u306e1\u304b\u6240\u306b\u7d5e\u308a\u307e\u3059\u3002**\n\n**\u691c\u7d22\u7d50\u679c\u306f\u3001Claude \u306e\u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3057\u307e\u3059\u3002** \u4f9d\u983c1\u4ef6\u30921\u3064\u306e `search_result` \u306b\u3057\u3001`source` \u306b\u4f9d\u983c\u756a\u53f7\u3001`title` \u306b\u4f55\u5e74\u524d\u304b\u30fb\u62e0\u70b9\u30fb\u7a2e\u985e\u3001`content` \u306b\u4f9d\u983c\u306e\u672c\u6587\u3068\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3092\u5165\u308c\u307e\u3059\u3002\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\u306f **Claude API\u3001Amazon Bedrock\u3001Google Cloud \u3067\u4f7f\u3048\u3001**\u5f15\u7528\u306f `content` \u306e\u4e2d\u306e\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u5358\u4f4d\u3067\u3059\u3002**\u672c\u6587\u3068\u30e1\u30e2\u3092\u5225\u306e\u30d6\u30ed\u30c3\u30af\u306b\u5206\u3051\u3066\u6e21\u3059**\u3068\u3001\u3064\u307e\u305a\u3044\u305f\u70b9\u306e\u5f15\u7528\u304c\u30e1\u30e2\u304b\u3089\u6765\u305f\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u691c\u7d22\u3068\u96c6\u8a08\u306f\u30011\u56de\u306e\u8981\u6c42\u3067\u884c\u3044\u307e\u3059\u3002**\n\n```json\nPOST \/facility-requests\/_search\n{\n  \"size\": 5,\n  \"query\": { \"bool\": {\n    \"must\": [\n      { \"multi_match\": { \"query\": \"\u4f1a\u8b70\u5ba4 \u30e2\u30cb\u30bf\u30fc \u58c1\u639b\u3051 \u8a2d\u7f6e\",\n          \"fields\": [\"title^2\", \"body\", \"notes\"] } }\n    ],\n    \"should\": [ { \"term\": { \"site\": \"\u672c\u793e\" } } ],\n    \"filter\": [ { \"range\": { \"completed_on\": { \"gte\": \"now-3y\/d\" } } } ]\n  } },\n  \"aggs\": {\n    \"top_similar\": {\n      \"sampler\": { \"shard_size\": 20 },\n      \"aggs\": {\n        \"cost_with_amount\": {\n          \"filter\": { \"range\": { \"cost\": { \"gt\": 0 } } },\n          \"aggs\": { \"cost_pct\": { \"percentiles\": { \"field\": \"cost\", \"percents\": [25, 50, 75] } } }\n        },\n        \"days_pct\": { \"percentiles\": { \"field\": \"lead_days\", \"percents\": [50, 90] } },\n        \"vendors\": { \"terms\": { \"field\": \"vendor\", \"size\": 5 } }\n      }\n    }\n  }\n}\n```\n\n**`sampler` \u3067\u3001\u96c6\u8a08\u3092\u70b9\u6570\u306e\u9ad8\u3044\u6587\u66f8\u306b\u7d5e\u308a\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`sampler` \u306f**\u5404\u30b7\u30e3\u30fc\u30c9\u3067\u70b9\u6570\u306e\u9ad8\u3044\u6587\u66f8\u3060\u3051\u306b\u4e0b\u4f4d\u306e\u96c6\u8a08\u3092\u304b\u3051\u308b**\u3082\u306e\u3067\u3001`shard_size` \u306f1\u30b7\u30e3\u30fc\u30c9\u3042\u305f\u308a\u306e\u4ef6\u6570\uff08\u65e2\u5b9a\u306f100\uff09\u3067\u3059\u3002**\u3053\u306e\u7d22\u5f15\u306f\u6570\u5343\u4ef6\u306a\u306e\u30671\u30b7\u30e3\u30fc\u30c9\u3067\u4f5c\u308a\u3001`shard_size` \u306e20\u304c\u305d\u306e\u307e\u307e\u300c\u4f3c\u305f\u4f9d\u983c\u306e\u4e0a\u4f4d20\u4ef6\u300d\u306b\u306a\u308b**\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**\u4e2d\u592e\u5024\u3068\u5e45\u306f `percentiles` \u3067\u51fa\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`percentiles` \u306f**\u8fd1\u4f3c\u306e\u5024**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u300220\u4ef6\u307b\u3069\u306e\u96c6\u8a08\u306a\u306e\u3067\u5927\u304d\u304f\u306f\u305a\u308c\u307e\u305b\u3093\u304c\u3001\u753b\u9762\u3067\u306f\u300c\u7d04\u300d\u3092\u4ed8\u3051\u3066\u51fa\u3057\u307e\u3059\u3002\n\n**\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u4ed8\u3051\u308b\u30b3\u30e1\u30f3\u30c8\u306e\u5143\u306b\u306a\u308b\u5f62\u306f\u3001\u6b21\u306eJSON\u3067\u3059\u3002**\n\n```json\n{\n  \"request_id\": \"REQ-2026-1184\",\n  \"estimate\": {\n    \"basis_count\": 20, \"cost_count\": 16,\n    \"cost_p25\": 82000, \"cost_p50\": 118000, \"cost_p75\": 164000,\n    \"days_p50\": 9, \"days_p90\": 21\n  },\n  \"vendors\": [ { \"vendor\": \"V-0231\", \"count\": 7 }, { \"vendor\": \"V-0088\", \"count\": 4 } ],\n  \"similar\": [\n    { \"request_id\": \"REQ-2024-0912\", \"years_ago\": 2, \"site\": \"\u672c\u793e\", \"floor\": \"8F\",\n      \"vendor\": \"V-0231\", \"summary\": \"\", \"stumbles\": \"\", \"differences\": \"\",\n      \"quote_link\": \"\", \"citations\": [\"REQ-2024-0912\"] }\n  ],\n  \"not_found\": false\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`estimate` \u3092AI\u306e\u7b54\u3048\u3068\u5225\u306e\u5834\u6240\u306b\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u96c6\u8a08\u306e\u5024\u306f Lambda \u304c\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u5199\u3057\u3001Claude \u306e\u7b54\u3048\u306f `similar` \u306e\u6587\u306e\u9805\u76ee\u306b\u3060\u3051\u5165\u308a\u307e\u3059\u3002**`basis_count` \u3068 `cost_count` \u3067\u3001\u4f55\u4ef6\u304b\u3089\u51fa\u3057\u305f\u6570\u5b57\u304b\u3082\u4e00\u7dd2\u306b\u898b\u305b\u307e\u3059\u3002** 16\u4ef6\u4e2d\u306e\u4e2d\u592e\u5024\u3068\u30013\u4ef6\u4e2d\u306e\u4e2d\u592e\u5024\u306f\u3001\u540c\u3058\u91cd\u3055\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001`vendors` \u3067\u624b\u914d\u5148\u306e\u9854\u3076\u308c\u3092\u4ef6\u6570\u4ed8\u304d\u3067\u51fa\u3057\u3001\u76f8\u898b\u7a4d\u306e\u5148\u3092\u6c7a\u3081\u3084\u3059\u304f\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\uff08\u5b8c\u4e86\uff09 | \u5b8c\u4e86\u306e\u901a\u77e5\u306e\u53d7\u3051\u53d6\u308a\uff08\u500b\u5225\u306e\u5b9f\u88c5\uff09 | \u5b8c\u4e86\u3057\u305f\u4f9d\u983c\u3092\u53d6\u308a\u8fbc\u3080 |\n| \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\uff08\u53d7\u4ed8\uff09 | \u53d7\u4ed8\u306e\u901a\u77e5\u306e\u53d7\u3051\u53d6\u308a\uff08\u500b\u5225\u306e\u5b9f\u88c5\uff09 | \u65b0\u3057\u3044\u4f9d\u983c\u3067\u691c\u7d22\u3092\u52d5\u304b\u3059 |\n| Amazon OpenSearch Service | \u7d22\u5f15\u3078\u306e\u767b\u9332\u3068\u3001\u691c\u7d22\u30fb\u96c6\u8a08 | \u4f3c\u305f\u4f9d\u983c\u3068\u3001\u8cbb\u7528\u30fb\u65e5\u6570\u30fb\u624b\u914d\u5148\u306e\u96c6\u8a08\u3092\u8fd4\u3059 |\n| Claude\uff08Amazon Bedrock\uff09 | Lambda \u304b\u3089\u306e\u547c\u3073\u51fa\u3057 | \u4e0a\u4f4d5\u4ef6\u3092\u5f15\u7528\u4ed8\u304d\u3067\u307e\u3068\u3081\u308b |\n| \u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\uff08\u30b3\u30e1\u30f3\u30c8\uff09 | \u30b3\u30e1\u30f3\u30c8\u306e\u66f8\u304d\u8fbc\u307f\uff08\u500b\u5225\u306e\u5b9f\u88c5\uff09 | \u62c5\u5f53\u5411\u3051\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u4ed8\u3051\u308b |\n| \u5171\u6709\u30d5\u30a9\u30eb\u30c0 | \u30ea\u30f3\u30af\u306e\u307f | \u898b\u7a4d\u66f8\u306e\u539f\u672c\u3078\u306e\u30ea\u30f3\u30af\u3092\u6dfb\u3048\u308b |\n\n**\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u306b\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u3092\u898b\u305b\u306a\u3044\u8a2d\u5b9a\u306b\u3057\u307e\u3059\u3002** \u62c5\u5f53\u5411\u3051\u306e\u30b3\u30e1\u30f3\u30c8\u306b\u306f\u3001\u624b\u914d\u5148\u306e\u540d\u524d\u3068\u904e\u53bb\u306e\u91d1\u984d\u304c\u5165\u308a\u307e\u3059\u3002**\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306e\u88fd\u54c1\u304c\u30b3\u30e1\u30f3\u30c8\u306e\u516c\u958b\u7bc4\u56f2\u3092\u5206\u3051\u3089\u308c\u306a\u3044\u5834\u5408\u306f\u3001\u30b3\u30e1\u30f3\u30c8\u3067\u306f\u306a\u304f\u65bd\u8a2d\u4fc2\u306e\u5171\u6709\u306e\u753b\u9762\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u3053\u306e\u69cb\u6210\u306e\u78ba\u8a8d\u306f\u3001\u5fc5\u9808\u3067\u3059\u3002** \u524d\u4f8b\u3092\u8aad\u3093\u3067\u624b\u914d\u5148\u3092\u6c7a\u3081\u3001\u76ee\u5b89\u3092\u8fd4\u3059\u306e\u306f\u62c5\u5f53\u3067\u3059\u3002\n\n1. **\u4f55\u4ef6\u304b\u3089\u51fa\u3057\u305f\u76ee\u5b89\u304b\u3092\u898b\u308b** \u2026 `cost_count` \u304c5\u4ef6\u306b\u6e80\u305f\u306a\u3044\u3068\u304d\u306f\u3001\u76ee\u5b89\u3068\u3057\u3066\u8fd4\u3055\u305a\u3001\u898b\u7a4d\u3092\u53d6\u3063\u3066\u304b\u3089\u8fd4\u3057\u307e\u3059\n2. **\u524d\u4f8b\u306e\u5e74\u3092\u898b\u308b** \u2026 3\u5e74\u524d\u306e\u524d\u4f8b\u306f\u3001\u7269\u4fa1\u3068\u624b\u914d\u5148\u306e\u4e8b\u60c5\u304c\u5909\u308f\u3063\u3066\u3044\u307e\u3059\n3. **\u62e0\u70b9\u306e\u9055\u3044\u3092\u898b\u308b** \u2026 \u5225\u306e\u62e0\u70b9\u306e\u524d\u4f8b\u306f\u3001\u624b\u914d\u5148\u304c\u5bfe\u5fdc\u3067\u304d\u308b\u5730\u57df\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u3078\u8fd4\u3059** \u2026 \u300c\u904e\u53bb\u306e\u4f3c\u305f\u4f9d\u983c\u3067\u306f\u7d04\u25cb\u5186\u301c\u25cb\u5186\u3001\u5b8c\u4e86\u307e\u3067\u7d04\u25cb\u55b6\u696d\u65e5\u300d\u3068\u3001\u5e45\u3067\u4f1d\u3048\u307e\u3059\u3002**1\u3064\u306e\u91d1\u984d\u3067\u4f1d\u3048\u307e\u305b\u3093**\n\n**1\u4ef6\u3042\u305f\u308a6\u5206\u3092\u76ee\u5b89\u306b\u3057\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u4f3c\u305f\u4f9d\u983c\u304c1\u4ef6\u3082\u5f53\u305f\u3089\u306a\u3044 | \u300c\u524d\u4f8b\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u30b3\u30e1\u30f3\u30c8\u3057\u3001\u4f9d\u983c\u306e\u8a00\u8449\u3092\u8f9e\u66f8\u306e\u898b\u76f4\u3057\u306e\u4e00\u89a7\u306b\u5165\u308c\u308b |\n| \u5f53\u305f\u308b\u304c\u3001\u8cbb\u7528\u306e\u5165\u3063\u305f\u4f9d\u983c\u304c\u5c11\u306a\u3044 | \u76ee\u5b89\u306e\u6b04\u306b\u300c\u4ef6\u6570\u304c\u5c11\u306a\u3044\u305f\u3081\u76ee\u5b89\u3092\u51fa\u3057\u307e\u305b\u3093\u300d\u3068\u51fa\u3059 |\n| \u4f9d\u983c\u306e\u6587\u304c\u77ed\u3059\u304e\u308b | \u691c\u7d22\u305b\u305a\u3001\u8a73\u3057\u304f\u805e\u3044\u3066\u304b\u3089\u518d\u691c\u7d22\u3059\u308b\u3088\u3046\u6848\u5185\u3059\u308b |\n| \u4f9d\u983c\u304c2\u3064\u4ee5\u4e0a\u306e\u5185\u5bb9\u3092\u542b\u3080 | \u300c\u30ec\u30a4\u30a2\u30a6\u30c8\u5909\u66f4\u3068\u96fb\u6e90\u306e\u8ffd\u52a0\u300d\u306e\u3088\u3046\u306a\u4f9d\u983c\u306f\u3001\u62c5\u5f53\u304c\u5206\u3051\u3066\u518d\u691c\u7d22\u3059\u308b |\n| \u624b\u914d\u5148\u304c\u3059\u3067\u306b\u53d6\u5f15\u3092\u3084\u3081\u3066\u3044\u308b | \u53d6\u5f15\u5148\u306e\u4e00\u89a7\u306b\u53d6\u5f15\u505c\u6b62\u306e\u5370\u304c\u3042\u308c\u3070\u3001\u624b\u914d\u5148\u306e\u96c6\u8a08\u306b\u300c\u53d6\u5f15\u505c\u6b62\u300d\u3068\u6dfb\u3048\u308b |\n| Bedrock \u306e\u547c\u3073\u51fa\u3057\u306b\u5931\u6557\u3057\u305f | \u96c6\u8a08\u306e\u5024\u3068\u3001\u4e0a\u4f4d5\u4ef6\u306e\u4f9d\u983c\u756a\u53f7\u30fb\u4ef6\u540d\u30fb\u624b\u914d\u5148\u3060\u3051\u3092\u30b3\u30e1\u30f3\u30c8\u3059\u308b |\n| OpenSearch \u306e\u691c\u7d22\u306b\u5931\u6557\u3057\u305f | \u300c\u524d\u4f8b\u306e\u691c\u7d22\u306b\u5931\u6557\u3057\u307e\u3057\u305f\u300d\u3068\u30b3\u30e1\u30f3\u30c8\u3057\u3001\u62c5\u5f53\u306f\u5f93\u6765\u3069\u304a\u308a\u63a2\u3059 |\n\n**5\u884c\u76ee\u306f\u3001\u624b\u914d\u5148\u306e\u96c6\u8a08\u3060\u3051\u3092\u898b\u3066\u983c\u3080\u3068\u8d77\u304d\u307e\u3059\u3002** \u53d6\u5f15\u5148\u306e\u4e00\u89a7\u306e\u72b6\u614b\u3092\u3001\u96c6\u8a08\u306b\u6dfb\u3048\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d6\u308a\u8fbc\u3093\u3060\u4f9d\u983c\u306e\u756a\u53f7\u3068\u5b8c\u4e86\u65e5\u3001\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\n- \u691c\u7d22\u306e\u5165\u529b\uff08\u4f9d\u983c\u306e\u6587\uff09\u3001\u8fd4\u3057\u305f\u4f9d\u983c\u756a\u53f7\u3001\u96c6\u8a08\u306e\u5024\u3068\u305d\u306e\u5143\u306b\u306a\u3063\u305f\u4ef6\u6570\n- Claude \u306b\u6e21\u3057\u305f\u691c\u7d22\u7d50\u679c\u3068\u3001\u8fd4\u3063\u3066\u304d\u305f\u307e\u3068\u3081\u3068\u5f15\u7528\n- \u300c\u524d\u4f8b\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u306b\u306a\u3063\u305f\u4f9d\u983c\u306e\u8a00\u8449\n- \u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u306e\u66f4\u65b0\u306e\u5c65\u6b74\uff08\u3044\u3064\u3001\u3069\u306e\u7d44\u3092\u8db3\u3057\u305f\u304b\uff09\n- **\u62c5\u5f53\u304c\u5b9f\u969b\u306b\u983c\u3093\u3060\u624b\u914d\u5148\u3068\u3001\u304b\u304b\u3063\u305f\u8cbb\u7528\u3068\u65e5\u6570**\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u305d\u306e\u307e\u307e\u6b21\u306e\u524d\u4f8b\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307e\u308c\u307e\u3059\u3002** \u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3092\u66f8\u304f\u7fd2\u6163\u304c\u3001\u6b21\u306e\u62c5\u5f53\u306e\u691c\u7d22\u306e\u8cea\u306b\u306a\u308a\u307e\u3059\u3002","minimal_setup":"1. \u904e\u53bb1\u5e74\u306e\u5b8c\u4e86\u3057\u305f\u4f9d\u983c\u304b\u3089\u3001\u8cbb\u7528\u3068\u624b\u914d\u5148\u306e\u5165\u3063\u305f\u3082\u306e\u3092100\u4ef6\u66f8\u304d\u51fa\u3059\n2. \u65bd\u8a2d\u4fc2\u306b\u3001\u6700\u8fd1\u306e\u4f9d\u983c\u309210\u4ef6\u9078\u3093\u3067\u3082\u3089\u3046\uff08\u305d\u306e10\u4ef6\u306f100\u4ef6\u304b\u3089\u5916\u3057\u3066\u304a\u304f\uff09\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b100\u4ef6\u3092\u8cbc\u308a\u300110\u4ef6\u306e\u4f9d\u983c\u306e\u672c\u6587\u30921\u4ef6\u305a\u3064\u5165\u308c\u3066\u300c\u4f3c\u305f\u4f9d\u983c\u30925\u4ef6\u3001\u624b\u914d\u5148\u3068\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3092\u6dfb\u3048\u3066\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\u91d1\u984d\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. \u6319\u304c\u3063\u305f5\u4ef6\u304c\u3001\u65bd\u8a2d\u4fc2\u304b\u3089\u898b\u3066\u300c\u78ba\u304b\u306b\u4f3c\u3066\u3044\u308b\u300d\u304b\u3092\u6570\u3048\u308b\n5. \u6319\u304c\u3063\u305f5\u4ef6\u306e\u8cbb\u7528\u306e\u5e45\u3092\u624b\u3067\u8a08\u7b97\u3057\u3001\u5b9f\u969b\u306b\u304b\u304b\u3063\u305f\u8cbb\u7528\u3068\u6bd4\u3079\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| 10\u4ef6\u306e\u3046\u3061\u591a\u304f\u3067\u3001\u4f3c\u305f\u4f9d\u983c\u304c\u6319\u304c\u308a\u3001\u8cbb\u7528\u306e\u5e45\u306b\u5b9f\u969b\u306e\u91d1\u984d\u304c\u5165\u308b | **\u7d22\u5f15\u3068\u96c6\u8a08\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u4f3c\u305f\u4f9d\u983c\u306f\u6319\u304c\u308b\u304c\u3001\u8a00\u8449\u306e\u63fa\u308c\u3067\u843d\u3061\u308b\u4f9d\u983c\u304c\u3042\u308b | \u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u304c\u7a7a\u3067\u3001\u3064\u307e\u305a\u3044\u305f\u70b9\u304c\u51fa\u306a\u3044 | **\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u306e\u66f8\u304d\u65b9\u304c\u5148\u3002** \u691c\u7d22\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**5\u756a\u76ee\u306e\u6bd4\u3079\u65b9\u304c\u3001\u3053\u306e\u8a66\u3057\u306e\u4e2d\u5fc3\u3067\u3059\u3002** \u5b9f\u969b\u306e\u91d1\u984d\u304c\u5e45\u306e\u5916\u306b\u51fa\u305f\u4f9d\u983c\u306f\u3001\u4f55\u304c\u9055\u3063\u305f\u306e\u304b\u3092\u65bd\u8a2d\u4fc2\u3067\u8a71\u3057\u307e\u3059\u3002**\u591c\u9593\u306e\u4f5c\u696d\u3001\u6025\u304e\u306e\u624b\u914d\u3001\u30d3\u30eb\u306e\u6307\u5b9a\u696d\u8005\u3068\u3044\u3063\u305f\u7406\u7531\u304c\u51fa\u3066\u304d\u305f\u3089\u3001\u305d\u308c\u304c\u305d\u306e\u307e\u307e\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u306b\u66f8\u304f\u3079\u304d\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"100\u4ef6\u306e\u4f9d\u983c\u3092AI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u4f3c\u305f\u4f9d\u983c\u3092\u6319\u3052\u3055\u305b\u308b \uff0f \u524d\u4f8b\u304c\u5f15\u3051\u308b\u304b\u306e\u78ba\u8a8d","semi_auto_setup":"\u4e0a\u8a18\uff0b\u4f9d\u983c\u3092\u7d22\u5f15\u306b\u53d6\u308a\u8fbc\u307f\u3001\u65bd\u8a2d\u4fc2\u304c\u753b\u9762\u3067\u8a00\u8449\u306e\u691c\u7d22\u3068\u8cbb\u7528\u30fb\u65e5\u6570\u306e\u96c6\u8a08\u3092\u898b\u308b \uff0f \u524d\u4f8b\u3068\u76ee\u5b89\u306e\u8abf\u3079\u51fa\u3057","full_setup":"\u4e0a\u8a18\uff0b\u4f9d\u983c\u306e\u53d7\u4ed8\u3067\u81ea\u52d5\u306b\u691c\u7d22\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u307e\u3068\u3081\u3092\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u30b3\u30e1\u30f3\u30c8\u3059\u308b\u3002\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u3092\u6bce\u6708\u66f4\u65b0\u3059\u308b \uff0f \u524d\u4f8b\u306e\u8abf\u3079\u51fa\u3057\u304b\u3089\u62c5\u5f53\u3078\u306e\u63d0\u793a\u307e\u3067\u306e\u5168\u4f53","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u3001\u2460\u3068\u2461\u306e\u6642\u9593\u306f\u5927\u304d\u304f\u6e1b\u308a\u307e\u3059\u3002** \u305f\u3060\u3057\u62c5\u5f53\u304c\u691c\u7d22\u306e\u753b\u9762\u3092\u958b\u3044\u3066\u4f9d\u983c\u306e\u8a00\u8449\u3092\u5165\u308c\u76f4\u3059\u624b\u9593\u3068\u3001\u3064\u307e\u305a\u3044\u305f\u70b9\u3092\u8aad\u307f\u6bd4\u3079\u308b\u624b\u9593\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30671\u4ef66\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u96e3\u6613\u5ea6\u26052\u306e\u69cb\u6210\u306a\u306e\u3067\u3001\u534a\u81ea\u52d5\u5316\u307e\u3067\u306f\u5c0f\u3055\u304f\u4f5c\u308c\u307e\u3059\u3002** \u751f\u6210AI\u3092\u4f7f\u308f\u305a\u3001\u691c\u7d22\u3068\u96c6\u8a08\u306e\u753b\u9762\u3060\u3051\u3067\u3082\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u306e\u300c1\u4ef6\u306e\u91d1\u984d\u3092\u76ee\u5b89\u306b\u3057\u3066\u3057\u307e\u3046\u300d\u554f\u984c\u306f\u89e3\u3051\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u4ef6\u540d\u306e\u8a00\u8449\u304c\u5408\u308f\u305a\u524d\u4f8b\u304c\u5f53\u305f\u3089\u306a\u3044 | \u672c\u6587\u3068\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3082\u691c\u7d22\u306e\u5bfe\u8c61\u306b\u3057\u3001\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u3067\u63fa\u308c\u3092\u5438\u53ce\u3059\u308b |\n| 1\u4ef6\u306e\u91d1\u984d\u3092\u76ee\u5b89\u306b\u3057\u3066\u3057\u307e\u3046 | \u4e0a\u4f4d20\u4ef6\u306e\u4e2d\u592e\u5024\u3068\u5e45\u3092\u96c6\u8a08\u3067\u51fa\u3057\u3001\u4ef6\u6570\u3082\u898b\u305b\u308b |\n| \u96c6\u8a08\u304c\u4f3c\u3066\u3044\u306a\u3044\u4f9d\u983c\u307e\u3067\u542b\u3080 | `sampler` \u3067\u70b9\u6570\u306e\u9ad8\u3044\u6587\u66f8\u306b\u7d5e\u308b |\n| \u30b7\u30e3\u30fc\u30c9\u3092\u5897\u3084\u3057\u305f\u3089\u96c6\u8a08\u306e\u4ef6\u6570\u304c\u5909\u308f\u3063\u305f | `shard_size` \u306f1\u30b7\u30e3\u30fc\u30c9\u3042\u305f\u308a\u3002\u7d22\u5f15\u306f1\u30b7\u30e3\u30fc\u30c9\u3067\u4f5c\u308b |\n| 0\u5186\u306e\u4f9d\u983c\u3067\u4e2d\u592e\u5024\u304c\u4e0b\u304c\u308b | \u8cbb\u75280\u5186\u3092\u96c6\u8a08\u304b\u3089\u5916\u3059 |\n| AI\u304c\u91d1\u984d\u3092\u66f8\u304f | \u91d1\u984d\u306e\u7f6e\u304d\u63db\u3048\u3092\u6307\u793a\u3057\u3001\u76ee\u5b89\u306f\u96c6\u8a08\u306e\u6b04\u3060\u3051\u306b\u51fa\u3059 |\n| AI\u304c\u7533\u8acb\u306e\u8981\u5426\u3092\u5224\u65ad\u3059\u308b | \u8a18\u9332\u306e\u5f15\u7528\u306b\u3068\u3069\u3081\u3001\u30d3\u30eb\u306e\u7ba1\u7406\u4f1a\u793e\u3068\u78ba\u304b\u3081\u308b |\n| \u8f9e\u66f8\u3092\u66f4\u65b0\u3057\u3066\u3082\u53cd\u6620\u3055\u308c\u306a\u3044 | \u691c\u7d22\u306e\u5074\u306e\u5206\u6790\u5668\u3067 `updateable` \u3092\u6709\u52b9\u306b\u3057\u3066\u304a\u304f |\n| \u4f9d\u983c\u3057\u305f\u90e8\u7f72\u306b\u904e\u53bb\u306e\u91d1\u984d\u3068\u624b\u914d\u5148\u304c\u898b\u3048\u308b | \u30b3\u30e1\u30f3\u30c8\u306e\u516c\u958b\u7bc4\u56f2\u3092\u62c5\u5f53\u306b\u9650\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u524d\u4f8b\u304c\u5f53\u305f\u3089\u306a\u3051\u308c\u3070\u4f55\u3082\u59cb\u307e\u3089\u305a\u3001\u5f53\u305f\u3063\u3066\u30821\u4ef6\u306e\u91d1\u984d\u3067\u8fd4\u305b\u3070\u3001**\u3044\u307e\u306e\u624b\u4f5c\u696d\u3068\u540c\u3058\u5931\u6557\u304c\u901f\u304f\u306a\u308b\u3060\u3051\u3067\u3059\u3002** \u8a00\u8449\u306e\u63fa\u308c\u3068\u3001\u5e45\u3067\u8fd4\u3059\u3053\u3068\u306e2\u3064\u3092\u5148\u306b\u56fa\u3081\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u793e\u5185\u306e\u4f9d\u983c\u306e\u5185\u5bb9\u3001\u62e0\u70b9\u3068\u30d5\u30ed\u30a2\u3001\u624b\u914d\u5148\u3068\u53d6\u5f15\u306e\u91d1\u984d\u3001\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u3067\u3059\u3002\u30e1\u30e2\u306b\u306f\u3001**\u5165\u9000\u5ba4\u306e\u30ab\u30fc\u30c9\u3084\u9375\u3001\u9632\u72af\u30ab\u30e1\u30e9\u306e\u8a2d\u7f6e\u5834\u6240**\u306e\u8a71\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n1. **\u53d6\u5f15\u306e\u91d1\u984d\u3068\u624b\u914d\u5148\u306f\u3001\u65bd\u8a2d\u4fc2\u3060\u3051\u304c\u898b\u308b** \u2026 \u4f9d\u983c\u3057\u305f\u90e8\u7f72\u3084\u4ed6\u90e8\u7f72\u306e\u793e\u54e1\u304c\u3001\u696d\u8005\u3054\u3068\u306e\u904e\u53bb\u306e\u91d1\u984d\u3092\u898b\u3089\u308c\u308b\u72b6\u614b\u306b\u3057\u307e\u305b\u3093\n2. **\u9632\u72af\u306b\u95a2\u308f\u308b\u4f9d\u983c\u306f\u7d22\u5f15\u304b\u3089\u5916\u3059** \u2026 \u9375\u306e\u4ea4\u63db\u3001\u5165\u9000\u5ba4\u306e\u8a2d\u5b9a\u3001\u9632\u72af\u30ab\u30e1\u30e9\u306e\u8a2d\u7f6e\u306e\u4f9d\u983c\u306f\u3001**\u672c\u6587\u3068\u30e1\u30e2\u306b\u5efa\u7269\u306e\u5f31\u3044\u3068\u3053\u308d\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u7a2e\u985e\u3067\u53d6\u308a\u8fbc\u307f\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3059\u304b\u3001\u65bd\u8a2d\u4fc2\u306e\u8cac\u4efb\u8005\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u5225\u306e\u7d22\u5f15\u306b\u3057\u307e\u3059\n3. **AI\u306e\u307e\u3068\u3081\u3092\u3001\u696d\u8005\u3078\u306e\u767a\u6ce8\u306e\u6839\u62e0\u306b\u3057\u306a\u3044** \u2026 \u767a\u6ce8\u306f\u3001\u76f8\u898b\u7a4d\u306e\u6c7a\u307e\u308a\u3068\u6c7a\u88c1\u306e\u624b\u9806\u306b\u5f93\u3044\u307e\u3059\n4. **\u500b\u4eba\u540d\u3092\u5916\u3059** \u2026 \u4f9d\u983c\u306e\u672c\u6587\u306e\u793e\u54e1\u306e\u540d\u524d\u3092\u3001\u53d6\u308a\u8fbc\u307f\u3067\u5f79\u5272\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\n5. **\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u3092\u79d8\u5bc6\u306e\u7f6e\u304d\u5834\u306b\u3057\u306a\u3044** \u2026 \u8f9e\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u306f S3 \u306b\u7f6e\u3044\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u8f9e\u66f8\u305d\u306e\u3082\u306e\u306b\u6a5f\u5bc6\u306f\u7121\u304f\u3066\u3082\u3001\u7f6e\u304d\u5834\u306e\u6a29\u9650\u306f\u65bd\u8a2d\u4fc2\u3068\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306b\u9650\u308a\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5c11\u306a\u3044\u524d\u4f8b\u3084\u53e4\u3044\u524d\u4f8b\u306e\u91d1\u984d\u3092\u3001\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u306b\u76ee\u5b89\u3068\u3057\u3066\u8fd4\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u3067\u3059\u3002** \u4e88\u7b97\u304c\u305d\u306e\u91d1\u984d\u3067\u53d6\u3089\u308c\u308b\u3068\u3001\u5f8c\u304b\u3089\u8db3\u308a\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\u4ef6\u6570\u3068\u5e74\u3092\u5fc5\u305a\u6dfb\u3048\u3001\u5e45\u3067\u8fd4\u3059\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u8907\u6570\u306e\u62e0\u70b9\u3084\u30d5\u30ed\u30a2\u3092\u6301\u3064\u5f93\u696d\u54e1\u6570\u767e\u540d\u898f\u6a21\u306e\u4f1a\u793e\u3067\u3001\u7dcf\u52d9\u306b\u300c\u4f1a\u8b70\u5ba4\u306b\u30e2\u30cb\u30bf\u30fc\u3092\u4ed8\u3051\u305f\u3044\u300d\u300c\u5e2d\u3092\u5cf6\u3054\u3068\u79fb\u3057\u305f\u3044\u300d\u300c\u30b3\u30f3\u30bb\u30f3\u30c8\u3092\u5897\u3084\u3057\u305f\u3044\u300d\u3068\u3044\u3063\u305f\u4f9d\u983c\u304c\u6708\u306b\u6570\u5341\u4ef6\u304b\u3089\u767e\u4ef6\u307b\u3069\u5c4a\u304d\u3001\u5bfe\u5fdc\u306e\u8a18\u9332\u3068\u696d\u8005\u306e\u898b\u7a4d\u304c\u6570\u5e74\u5206\u305f\u307e\u3063\u3066\u3044\u308b\u306e\u306b\u3001\u624b\u914d\u5148\u3068\u8cbb\u7528\u306e\u76ee\u5b89\u3092\u524d\u4efb\u8005\u306e\u30e1\u30e2\u3084\u8a18\u61b6\u3067\u63a2\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u4f9d\u983c\u3092\u793e\u5185\u306e\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4ed5\u7d44\u307f\u3067\u53d7\u3051\u4ed8\u3051\u3066\u304a\u308a\u3001\u5b8c\u4e86\u6642\u306b\u624b\u914d\u5148\u30fb\u8cbb\u7528\u30fb\u5b8c\u4e86\u65e5\u3092\u8a18\u9332\u3057\u3066\u3044\u308b\u5834\u5408\u3002AWS \u3092\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u4f9d\u983c\u304c\u6708\u306b\u6570\u4ef6\u3067\u3001\u62c5\u5f53\u304c\u5168\u4ef6\u3092\u899a\u3048\u3066\u3044\u3089\u308c\u308b\u5834\u5408\u3002\u5bfe\u5fdc\u306e\u8a18\u9332\u306b\u624b\u914d\u5148\u3084\u8cbb\u7528\u304c\u6b8b\u3063\u3066\u304a\u3089\u305a\u3001\u4ef6\u540d\u3060\u3051\u306e\u4e00\u89a7\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\uff08\u5148\u306b\u5b8c\u4e86\u6642\u306e\u8a18\u9332\u306e\u6b04\u3092\u305d\u308d\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\uff09\u3002\u5efa\u7269\u306e\u8a2d\u5099\u3092\u30d3\u30eb\u306e\u7ba1\u7406\u4f1a\u793e\u304c\u3059\u3079\u3066\u53d7\u3051\u3066\u304a\u308a\u3001\u7dcf\u52d9\u304c\u624b\u914d\u3092\u3057\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u767a\u6ce8\u5148\u306e\u9078\u5b9a\u3068\u91d1\u984d\u306e\u6c7a\u5b9a\u306f\u7dcf\u52d9\u3068\u6c7a\u88c1\u6a29\u9650\u3092\u6301\u3064\u8005\u304c\u884c\u3044\u3001\u3053\u306e\u69cb\u6210\u306f\u305d\u308c\u3092\u4ee3\u308f\u308a\u306b\u884c\u3044\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u5b8c\u4e86\u6642\u306e\u8a18\u9332\u3092\u78ba\u304b\u3081\u308b**\n\n\u904e\u53bb1\u5e74\u306e\u5b8c\u4e86\u3057\u305f\u4f9d\u983c\u309250\u4ef6\u958b\u304d\u3001\u624b\u914d\u5148\u30fb\u8cbb\u7528\u30fb\u5b8c\u4e86\u6642\u306e\u30e1\u30e2\u304c\u3069\u308c\u3060\u3051\u5165\u3063\u3066\u3044\u308b\u304b\u3092\u6570\u3048\u307e\u3059\u3002**\u30e1\u30e2\u304c\u7a7a\u306e\u4f9d\u983c\u304c\u591a\u3051\u308c\u3070\u3001\u5b8c\u4e86\u6642\u306b\u30e1\u30e2\u3092\u66f8\u304f\u6c7a\u307e\u308a\u3092\u4eca\u9031\u304b\u3089\u59cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a100\u4ef6\u3067\u8a66\u3059**\n\n\u8cbb\u7528\u3068\u624b\u914d\u5148\u306e\u5165\u3063\u305f\u4f9d\u983c\u3092100\u4ef6\u66f8\u304d\u51fa\u3057\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u4f3c\u305f\u4f9d\u983c\u3092\u6319\u3052\u3055\u305b\u307e\u3059\u3002**\u4f3c\u305f\u4f9d\u983c\u304c\u5f53\u305f\u308b\u304b\u3001\u8a00\u8449\u306e\u63fa\u308c\u3067\u843d\u3061\u308b\u4f9d\u983c\u304c\u3069\u308c\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u306e\u6700\u521d\u306e20\u7d44\u3092\u4f5c\u308b**\n\n2\u9031\u76ee\u3067\u843d\u3061\u305f\u4f9d\u983c\u306e\u8a00\u8449\u304b\u3089\u3001\u65bd\u8a2d\u4fc2\u306720\u7d44\u307b\u3069\u306e\u540c\u7fa9\u8a9e\u3092\u66f8\u304d\u51fa\u3057\u307e\u3059\u3002**\u5b8c\u74a7\u306b\u3057\u3088\u3046\u3068\u305b\u305a\u3001\u6bce\u6708\u8db3\u3057\u3066\u3044\u304f\u524d\u63d0\u3067\u59cb\u3081\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u691c\u7d22\u3068\u96c6\u8a08\u306e\u753b\u9762\u3092\u4f7f\u3046**\n\n\u904e\u53bb3\u5e74\u5206\u306e\u4f9d\u983c\u3092\u53d6\u308a\u8fbc\u307f\u3001\u65bd\u8a2d\u4fc2\u304c\u753b\u9762\u3067\u8a00\u8449\u306e\u691c\u7d22\u3068\u8cbb\u7528\u30fb\u65e5\u6570\u306e\u96c6\u8a08\u3092\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u4f9d\u983c\u304c\u5c4a\u304f\u305f\u3073\u306b\u3001\u62c5\u5f53\u304c\u3053\u306e\u753b\u9762\u3092\u958b\u3044\u3066\u304b\u3089\u898b\u7a4d\u3092\u983c\u307f\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u4f9d\u983c\u306e\u53d7\u4ed8\u3067\u306e\u81ea\u52d5\u306e\u691c\u7d22\u3068\u3001Claude \u306e\u5f15\u7528\u4ed8\u304d\u306e\u307e\u3068\u3081\u3092\u8db3\u3057\u3001\u4f9d\u983c\u30d5\u30a9\u30fc\u30e0\u306b\u30b3\u30e1\u30f3\u30c8\u3092\u4ed8\u3051\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u300c\u524d\u4f8b\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u306e\u8a00\u8449\u3092\u6bce\u6708\u898b\u3066\u8f9e\u66f8\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\u4f9d\u983c\u3057\u305f\u90e8\u7f72\u306b\u8cbb\u7528\u3068\u65e5\u6570\u306e\u76ee\u5b89\u3092\u5e45\u3067\u8fd4\u3059\u307e\u3067\u306e\u6642\u9593\u304c\u3001\u524d\u4efb\u8005\u306b\u805e\u304b\u305a\u306b\u6e08\u3080\u9577\u3055\u306b\u53ce\u307e\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0051","UC-0132","UC-0245","UC-0179"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":2165,"slug":"kensaku-juni-bunseki-ai","title":"\u691c\u7d22\u9806\u4f4d\u306e\u5206\u6790\u306b\u751f\u6210AI\u3092\u6d3b\u304b\u3059\u65b9\u6cd5\uff5c\u4f38\u3070\u3059\u8a18\u4e8b\u3092\u898b\u6975\u3081\u308b"},{"id":2057,"slug":"kensaku-ito-bunseki-ai","title":"\u691c\u7d22\u610f\u56f3\u3092\u751f\u6210AI\u3067\u5206\u6790\u3059\u308b\u65b9\u6cd5\uff5cSEO\u8a18\u4e8b\u306e\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u624b\u9806"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Amazon OpenSearch Service \u304c OpenSearch 3.5\u30013.3\u30013.1 \u306a\u3069\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3053\u3068 | [Amazon OpenSearch Service: What is Amazon OpenSearch Service?](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/what-is.html) | 2026-10-08 |\n| \u5bfe\u5fdc\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u4e00\u89a7\u3067\u3001Sudachi Analysis \u304c\u65e5\u672c\u8a9e\u5411\u3051\u306b\u63a8\u5968\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3002\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30c9\u30e1\u30a4\u30f3\u306b\u95a2\u9023\u4ed8\u3051\u3066\u4f7f\u3046\u3053\u3068 | [Amazon OpenSearch Service: Plugins by engine version](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/supported-plugins.html) | 2026-10-08 |\n| \u540c\u7fa9\u8a9e\u306a\u3069\u306e\u8f9e\u66f8\u30d5\u30a1\u30a4\u30eb\u3092 S3 \u304b\u3089\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u3001\u30c9\u30e1\u30a4\u30f3\u306b\u95a2\u9023\u4ed8\u3051\u3066 `synonyms_path` \u306b `analyzers\/<ID>` \u3067\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u691c\u7d22\u306e\u5074\u306e\u5206\u6790\u5668\u3067 `updateable` \u3092 true \u306b\u3059\u308b\u3068\u3001\u8f9e\u66f8\u306e\u66f4\u65b0\u304c\u81ea\u52d5\u3067\u53cd\u6620\u3055\u308c\u308b\u3053\u3068\u3002Sudachi \u306e\u8f9e\u66f8\u3092 `additional_settings` \u3067\u6307\u5b9a\u3059\u308b\u4f8b | [Amazon OpenSearch Service: Importing and managing packages](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/custom-packages.html) | 2026-10-08 |\n| `sampler` \u304c\u5404\u30b7\u30e3\u30fc\u30c9\u3067\u70b9\u6570\u306e\u9ad8\u3044\u6587\u66f8\u3060\u3051\u306b\u4e0b\u4f4d\u306e\u96c6\u8a08\u3092\u304b\u3051\u3001`shard_size` \u304c1\u30b7\u30e3\u30fc\u30c9\u3042\u305f\u308a\u306e\u4ef6\u6570\uff08\u65e2\u5b9a100\uff09\u3067\u3042\u308b\u3053\u3068 | [OpenSearch Documentation: Sampler aggregation](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_aggregations\/bucket\/sampler.md) | 2026-10-08 |\n| `percentiles` \u304c\u6570\u5024\u306e\u9805\u76ee\u306e\u5206\u4f4d\u70b9\u3092\u8fd4\u3057\u3001\u5024\u304c\u8fd1\u4f3c\u3067\u3042\u308b\u3053\u3068\u3002`percents` \u3067\u8fd4\u3059\u5206\u4f4d\u70b9\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068 | [OpenSearch Documentation: Percentile aggregation](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_aggregations\/metric\/percentile.md) | 2026-10-08 |\n| \u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\uff08`source`\u30fb`title`\u30fb`content`\uff09\u3067\u5f15\u7528\u4ed8\u304d\u306e\u7b54\u3048\u304c\u8fd4\u308a\u3001Claude API\u3001Amazon Bedrock\u3001Google Cloud \u3067\u4f7f\u3048\u308b\u3053\u3068\u3002\u5f15\u7528\u304c\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u5358\u4f4d\u3067\u3042\u308b\u3053\u3068 | [Claude Docs: Search results](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/search-results) | 2026-10-08 |\n\n**\u767a\u6ce8\u5148\u306e\u9078\u5b9a\u3068\u91d1\u984d\u306e\u6c7a\u5b9a\u306f\u3001\u81ea\u793e\u306e\u8cfc\u8cb7\u3068\u6c7a\u88c1\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u516c\u958b\u4ed5\u69d8\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** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[127,130,132],"uc_automation":[],"uc_industry":[25,37,28,18],"uc_department":[45],"uc_task":[57,62],"uc_issue":[70,77,68],"uc_effect":[82,80,84,81],"uc_ai_function":[90],"class_list":["post-14941","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_ai_service-azure-ai","uc_ai_service-vertex-ai","uc_ai_service-opensearch","uc_industry-it-saas","uc_industry-other","uc_industry-trading","uc_industry-manufacturing","uc_department-general-affairs","uc_task-information-search","uc_task-analysis","uc_issue-person-dependent","uc_issue-poor-handover","uc_issue-cannot-find-info","uc_effect-faster-response","uc_effect-deskilling","uc_effect-lower-training-cost","uc_effect-faster-search","uc_ai_function-rag"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14941","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14941\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=14941"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=14941"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=14941"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=14941"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=14941"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=14941"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=14941"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=14941"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=14941"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=14941"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}