{"id":14603,"date":"2026-10-07T10:04:11","date_gmt":"2026-10-07T01:04:11","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/repeat-guest-history-search\/"},"modified":"2026-10-07T10:04:11","modified_gmt":"2026-10-07T01:04:11","slug":"repeat-guest-history-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/repeat-guest-history-search\/","title":{"rendered":"\u30db\u30c6\u30eb\u3067\u30ea\u30d4\u30fc\u30bf\u30fc\u306e\u5230\u7740\u524d\u306b\u3001\u904e\u53bb\u306e\u6ede\u5728\u30fb\u8981\u671b\u30fb\u82e6\u60c5\u30fb\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u3092\u6c0f\u540d\u306e\u8868\u8a18\u3086\u308c\u3082\u542b\u3081\u3066\u63a2\u3057\u3001\u305d\u306e\u65e5\u306e\u7533\u3057\u9001\u308a\u306b\u307e\u3068\u3081\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u7fcc\u65e5\u306b\u5230\u7740\u3059\u308b\u5bbf\u6cca\u5ba2\u3054\u3068\u306b\u3001\u6c0f\u540d\u306e\u8868\u8a18\u3086\u308c\u3082\u542b\u3081\u3066\u904e\u53bb\u306e\u6ede\u5728\u30fb\u8981\u671b\u30fb\u82e6\u60c5\u30fb\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u3092\u63a2\u3057\u3001\u90e8\u7f72\u3054\u3068\u306e\u7533\u3057\u9001\u308a\u306b\u307e\u3068\u3081\u307e\u3059\u3002\u540c\u3058\u4eba\u304b\u3069\u3046\u304b\u306e\u5019\u88dc\u306b\u306f\u3001\u3069\u306e\u8a18\u9332\u304c\u4f55\u3067\u4e00\u81f4\u3057\u305f\u304b\u3092\u6dfb\u3048\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0683","platform_main":"OpenSearch","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-07","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\u6bce\u6669\u306e\u5b9a\u6642\u3067\u3059\u3002** 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\u3053\u306e\u6642\u523b\u306a\u3089\u3001\u7fcc\u65e5\u306e\u5230\u7740\u4e88\u5b9a\u304c\u307b\u307c\u51fa\u305d\u308d\u3044\u3001\u62c5\u5f53\u8005\u304c\u5019\u88dc\u3092\u78ba\u304b\u3081\u3066\u7533\u3057\u9001\u308a\u3092\u78ba\u5b9a\u3059\u308b\u307e\u3067\u306e\u6642\u9593\u304c\u5915\u65b9\u307e\u3067\u306b\u6b8b\u308a\u307e\u3059\u3002**\u5f53\u65e5\u306e\u671d\u306b\u5165\u3063\u305f\u4e88\u7d04\u306f\u300110\u6642\u306b\u3082\u3046\u4e00\u5ea6\u52d5\u304b\u3057\u3066\u62fe\u3044\u307e\u3059\u3002**\n\n**\u904e\u53bb5\u5e74\u5206\u306e\u8a18\u9332\u306f\u3001\u5225\u306b\u4e00\u62ec\u3067\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u3053\u306e\u3068\u304d\u306f\u7d50\u3073\u3064\u304d\u306e\u78ba\u8a8d\u304c\u53d6\u308c\u3066\u3044\u306a\u3044\u306e\u3067\u3001**\u3069\u306e\u8a18\u9332\u3082\u300c\u672a\u78ba\u8a8d\u300d\u306e\u72b6\u614b\u304b\u3089\u59cb\u3081\u307e\u3059\u3002** \u4e00\u62ec\u306e\u53d6\u308a\u8fbc\u307f\u3067\u540d\u5bc4\u305b\u3092\u3057\u3088\u3046\u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u78ba\u8a8d\u306f\u3001\u5b9f\u969b\u306b\u5230\u7740\u3059\u308b\u4eba\u306e\u5206\u304b\u3089\u9806\u306b\u7a4d\u307f\u4e0a\u304c\u308a\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u4e88\u7d04 | \u4e88\u7d04\u756a\u53f7\u3001\u5230\u7740\u65e5\u3001\u6c0f\u540d\uff08\u6f22\u5b57\uff0f\u3075\u308a\u304c\u306a\uff0f\u30ed\u30fc\u30de\u5b57\u306e\u3046\u3061\u5165\u3063\u3066\u3044\u308b\u3082\u306e\uff09\u3001\u96fb\u8a71\u3001\u30e1\u30fc\u30eb\u3001\u4e88\u7d04\u306e\u7d4c\u8def | \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u6ede\u5728\u306e\u5c65\u6b74 | \u904e\u53bb\u306e\u5bbf\u6cca\u65e5\u3001\u5ba2\u5ba4\u306e\u30bf\u30a4\u30d7\u3068\u968e\u3001\u5099\u8003\u3001\u5229\u7528\u3057\u305f\u65bd\u8a2d | \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u82e6\u60c5\u3068\u3054\u610f\u898b\u306e\u8a18\u9332 | \u65e5\u4ed8\u3001\u5185\u5bb9\u3001\u5bfe\u5fdc\u3057\u305f\u90e8\u7f72\u3001\u5bfe\u5fdc\u306e\u7d50\u679c\u3001\u518d\u767a\u9632\u6b62\u306e\u30e1\u30e2 | \u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332 |\n| \u30a2\u30ec\u30eb\u30ae\u30fc\u3068\u597d\u307f | \u65e5\u4ed8\u3001\u7533\u3057\u51fa\u306e\u5185\u5bb9\u3001\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u5bfe\u5fdc | \u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33 |\n| \u78ba\u304b\u3081\u305f\u7d50\u3073\u3064\u304d | \u540c\u3058\u4eba\u3060\u3068\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3057\u305f\u8a18\u9332\u306e\u7d44\u3068\u3001\u5224\u65ad\u306e\u65e5\u4ed8 | \u691c\u7d22\u57fa\u76e4\uff08\u3053\u306e\u69cb\u6210\u3067\u4f5c\u308b\uff09 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u306e\u6c0f\u540d\u306e\u66f8\u304d\u65b9\u3067\u3059\u3002** 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\u4f55\u5e74\u3082\u524d\u306e\u7533\u3057\u51fa\u304c\u4eca\u3082\u540c\u3058\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002**\u7533\u3057\u9001\u308a\u3067\u306f\u300c\u3044\u3064\u306e\u7533\u3057\u51fa\u304b\u300d\u3092\u5fc5\u305a\u66f8\u304d\u3001\u672c\u4eba\u3078\u306e\u78ba\u8a8d\u3092\u524d\u63d0\u306b\u3057\u307e\u3059\u3002**","data_source":"\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306f\u3001\u4e88\u7d04\u3068\u9867\u5ba2\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3092 API \u304b\u5b9a\u6642\u306e\u66f8\u304d\u51fa\u3057\u3067\u53d6\u308a\u307e\u3059\u3002\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u3068\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33\u306f\u3001**\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u304b\u308c\u305f\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u6bce\u6669\u8aad\u3080**\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002\n\n**\u7d22\u5f15\u306e\u9805\u76ee\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\n\n| \u9805\u76ee | \u578b\u3068\u89e3\u6790 | \u4f7f\u3044\u3069\u3053\u308d |\n|:--|:--|:--|\n| `name_kanji` | text\uff08kuromoji\uff09 | \u8868\u793a\u3068\u3001\u6f22\u5b57\u3060\u3051\u306e\u8a18\u9332\u306e\u691c\u7d22 |\n| `name_kana` | text\uff08ICU \u306e `Hiragana-Katakana` \u3068 cjk_width\uff09 | \u3075\u308a\u304c\u306a\u306e\u4e00\u81f4 |\n| `name_latin` | text\uff08ICU \u306e `Any-Latin` \u3068\u8a18\u53f7\u306e\u9664\u53bb\u3001\u5c0f\u6587\u5b57\uff09 | \u30ed\u30fc\u30de\u5b57\u306e\u8fd1\u3044\u4e00\u81f4 |\n| `phone`\uff0f`email` | keyword\uff08\u6b63\u898f\u5316\u6e08\u307f\uff09 | \u5f37\u3044\u624b\u304c\u304b\u308a |\n| `record_type` | keyword\uff08`stay`\u3001`complaint`\u3001`allergy`\u3001`preference`\uff09 | \u90e8\u7f72\u3054\u3068\u306e\u7533\u3057\u9001\u308a\u306e\u632f\u308a\u5206\u3051 |\n| `guest_key` | keyword | \u78ba\u304b\u3081\u305f\u7d50\u3073\u3064\u304d |\n| `recorded_at` | date | \u8a18\u9332\u306e\u65b0\u3057\u3055 |\n\n**\u3075\u308a\u304c\u306a\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u8a18\u9332\u306f\u3001kuromoji \u306e\u8aad\u307f\u306e\u5909\u63db\u3067\u88dc\u3044\u307e\u3059\u3002** `kuromoji_readingform` \u306f\u3001\u30c8\u30fc\u30af\u30f3\u3092\u8aad\u307f\uff08\u30ab\u30bf\u30ab\u30ca\u3001\u307e\u305f\u306f `use_romaji` \u3067\u30ed\u30fc\u30de\u5b57\uff09\u306b\u7f6e\u304d\u63db\u3048\u308b\u30d5\u30a3\u30eb\u30bf\u3067\u3001\u6f22\u5b57\u306b\u306f\u8aad\u307f\u304c\u8907\u6570\u3042\u308b\u305f\u3081\u3001**kuromoji \u306e\u8f9e\u66f8\u306e\u8aad\u307f\u3092\u4f7f\u3046**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4eba\u540d\u306e\u8aad\u307f\u306f\u8f9e\u66f8\u3069\u304a\u308a\u3068\u306f\u9650\u3089\u306a\u3044**\uff08\u300c\u6771\u6d77\u6797\u300d\u300c\u5c0f\u9ce5\u904a\u300d\u306a\u3069\uff09\u306e\u3067\u3001\u88dc\u3063\u305f\u8aad\u307f\u306b\u306f\u5370\u3092\u4ed8\u3051\u3001**\u4e00\u81f4\u3057\u3066\u3082\u5f31\u3044\u624b\u304c\u304b\u308a\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**","preprocessing":"1. **\u96fb\u8a71\u756a\u53f7\u306e\u6b63\u898f\u5316** \u2026 \u30cf\u30a4\u30d5\u30f3\u3068\u7a7a\u767d\u3092\u9664\u304d\u3001\u56fd\u756a\u53f7\u4ed8\u304d\uff08+81\uff09\u30680\u59cb\u307e\u308a\u3092\u540c\u3058\u5f62\u306b\u305d\u308d\u3048\u307e\u3059\n2. **\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306e\u6b63\u898f\u5316** \u2026 \u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u4e88\u7d04\u30b5\u30a4\u30c8\u304c\u4e2d\u7d99\u7528\u306b\u767a\u884c\u3059\u308b\u30a2\u30c9\u30ec\u30b9\u306f\u3001\u624b\u304c\u304b\u308a\u304b\u3089\u5916\u3057\u307e\u3059\n3. **\u6c0f\u540d\u306e\u5206\u89e3** \u2026 \u59d3\u3068\u540d\u306e\u533a\u5207\u308a\u3092\u5224\u5b9a\u3057\u3001\u30ed\u30fc\u30de\u5b57\u306e\u59d3\u540d\u304c\u9006\u9806\u3067\u5165\u3063\u305f\u4e88\u7d04\u306f\u4e21\u65b9\u306e\u9806\u3067\u6301\u305f\u305b\u307e\u3059\n4. **\u3075\u308a\u304c\u306a\u306e\u88dc\u5b8c** \u2026 \u3075\u308a\u304c\u306a\u304c\u7121\u3044\u8a18\u9332\u306f\u3001\u8aad\u307f\u306e\u5909\u63db\u3067\u88dc\u3044\u3001\u88dc\u3063\u305f\u3053\u3068\u3092\u5370\u306b\u3057\u307e\u3059\n5. **\u82e6\u60c5\u306e\u8a18\u9332\u3068\u4e88\u7d04\u306e\u7d50\u3073\u76f4\u3057** \u2026 \u65e5\u4ed8\u3068\u90e8\u5c4b\u756a\u53f7\u304b\u3089\u4e88\u7d04\u3092\u5f15\u304d\u3001\u6c0f\u540d\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u3092\u4ed8\u3051\u307e\u3059\n6. **\u8a18\u9332\u306e\u6587\u304b\u3089\u306e\u8981\u70b9\u306e\u53d6\u308a\u51fa\u3057** \u2026 Claude \u3067\u3001\u82e6\u60c5\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304b\u3089\u90e8\u7f72\u30fb\u8981\u70b9\u30fb\u5bfe\u5fdc\u306e\u7d50\u679c\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u898b\u843d\u3068\u3059\u3068\u3001\u540d\u5bc4\u305b\u304c\u5d29\u308c\u307e\u3059\u3002** \u4e88\u7d04\u30b5\u30a4\u30c8\u306b\u3088\u3063\u3066\u306f\u3001\u5bbf\u6cca\u5ba2\u306e\u672c\u5f53\u306e\u30a2\u30c9\u30ec\u30b9\u3067\u306f\u306a\u304f**\u4e88\u7d04\u3054\u3068\u306e\u4e2d\u7d99\u7528\u306e\u30a2\u30c9\u30ec\u30b9**\u304c\u5c4a\u304d\u307e\u3059\u3002\u305d\u308c\u3092\u5f37\u3044\u624b\u304c\u304b\u308a\u306b\u4f7f\u3046\u3068\u3001\u4e00\u81f4\u3057\u306a\u3044\u306e\u304c\u666e\u901a\u306b\u306a\u308a\u3001\u5f37\u3044\u624b\u304c\u304b\u308a\u304c\u50cd\u304d\u307e\u305b\u3093\u3002\n\n**3\u756a\u76ee\u306e\u9006\u9806\u306f\u3001\u6d77\u5916\u306e\u4e88\u7d04\u30b5\u30a4\u30c8\u3067\u983b\u7e41\u306b\u8d77\u304d\u307e\u3059\u3002** \u300cTARO WATANABE\u300d\u3068\u300cWATANABE TARO\u300d\u306f\u3001\u30ed\u30fc\u30de\u5b57\u306e\u4e00\u81f4\u3067\u306f\u5225\u306e\u8a9e\u306e\u4e26\u3073\u3067\u3059\u3002**\u4e21\u65b9\u306e\u9806\u3067\u7d22\u5f15\u306b\u5165\u308c\u3001\u3069\u3061\u3089\u3067\u5f53\u305f\u3063\u305f\u304b\u3092\u5019\u88dc\u306b\u66f8\u304d\u307e\u3059\u3002**","ai_processing":"**AI\u306e\u4ed5\u4e8b\u306f2\u304b\u6240\u3067\u3059\u3002\u53d6\u308a\u8fbc\u307f\u6642\u306e\u8981\u70b9\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u78ba\u304b\u3081\u305f\u8a18\u9332\u304b\u3089\u306e\u7533\u3057\u9001\u308a\u306e\u6848\u3067\u3059\u3002** \u540c\u3058\u4eba\u306e\u5019\u88dc\u3092\u63a2\u3059\u306e\u306f\u691c\u7d22\u57fa\u76e4\u3067\u3001**AI\u306b\u540d\u5bc4\u305b\u3092\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| \u5834\u9762 | \u3055\u305b\u308b\u3053\u3068 |\n|:--|:--|\n| \u53d6\u308a\u8fbc\u307f | \u82e6\u60c5\u306e\u8a18\u9332\u304b\u3089\u3001\u95a2\u4fc2\u3059\u308b\u90e8\u7f72\uff08\u30d5\u30ed\u30f3\u30c8\uff0f\u5ba2\u5ba4\uff0f\u30ec\u30b9\u30c8\u30e9\u30f3\uff0f\u8a2d\u5099\uff09\u3001\u8981\u70b9\u3001\u5bfe\u5fdc\u306e\u7d50\u679c\u3001\u6b21\u56de\u306e\u914d\u616e\u306e\u30e1\u30e2\u3092\u53d6\u308a\u51fa\u3059 |\n| \u53d6\u308a\u8fbc\u307f | \u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304b\u3089\u3001\u7533\u3057\u51fa\u306e\u5185\u5bb9\uff08\u98df\u6750\u306e\u540d\u524d\uff09\u3068\u3001\u30ec\u30b9\u30c8\u30e9\u30f3\u304c\u884c\u3063\u305f\u5bfe\u5fdc\u3092\u53d6\u308a\u51fa\u3059 |\n| \u5230\u7740\u524d | \u78ba\u304b\u3081\u305f\u8a18\u9332\u3060\u3051\u3092\u4f7f\u3044\u3001\u90e8\u7f72\u3054\u3068\u306e\u7533\u3057\u9001\u308a\u306e\u6848\u3092\u4f5c\u308b\u3002\u5404\u6587\u306b\u8a18\u9332\u306e\u5f15\u7528\u3092\u4ed8\u3051\u308b |\n| \u5230\u7740\u524d | \u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u7533\u3057\u51fa\u306b\u306f\u65e5\u4ed8\u3092\u6dfb\u3048\u3001\u672c\u4eba\u3078\u306e\u78ba\u8a8d\u306e\u4e00\u6587\u3092\u4ed8\u3051\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u540c\u3058\u4eba\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u540c\u59d3\u540c\u540d\u306e\u5225\u4eba\u306e\u8a18\u9332\u304c\u8f09\u308b\u3002\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u308b |\n| \u5bbf\u6cca\u5ba2\u306e\u4eba\u67c4\u3084\u300c\u8981\u6ce8\u610f\u300d\u306e\u8a55\u4fa1 | \u82e6\u60c5\u306f\u5bfe\u5fdc\u306e\u8a18\u9332\u3067\u3001\u4eba\u306e\u8a55\u4fa1\u3067\u306f\u306a\u3044 |\n| \u30a2\u30ec\u30eb\u30ae\u30fc\u3078\u306e\u5bfe\u5fdc\u306e\u6c7a\u5b9a | \u5185\u5bb9\u3068\u7a0b\u5ea6\u306f\u672c\u4eba\u3068\u30ec\u30b9\u30c8\u30e9\u30f3\u304c\u78ba\u304b\u3081\u3066\u6c7a\u3081\u308b |\n| \u8a18\u9332\u306b\u7121\u3044\u597d\u307f\u306e\u63a8\u6e2c | \u300c\u524d\u56de\u306f\u548c\u671d\u98df\u3060\u3063\u305f\u306e\u3067\u548c\u98df\u304c\u304a\u597d\u307f\u300d\u306e\u3088\u3046\u306a\u63a8\u6e2c\u306f\u66f8\u304b\u306a\u3044 |\n| \u53e4\u3044\u8a18\u9332\u3092\u4eca\u3082\u6709\u52b9\u306a\u3082\u306e\u3068\u3057\u3066\u66f8\u304f\u3053\u3068 | \u8a18\u9332\u306e\u65e5\u4ed8\u3092\u5fc5\u305a\u6dfb\u3048\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u5916\u305b\u306a\u3044\u7dda\u3067\u3059\u3002** \u82e6\u60c5\u306e\u8a18\u9332\u3092\u8981\u7d04\u3055\u305b\u308b\u3068\u3001AI\u306f\u300c\u30af\u30ec\u30fc\u30e0\u306e\u591a\u3044\u304a\u5ba2\u69d8\u300d\u300c\u8981\u6ce8\u610f\u300d\u306e\u3088\u3046\u306a\u8a00\u8449\u3067\u307e\u3068\u3081\u305f\u304c\u308a\u307e\u3059\u3002**\u305d\u306e\u4e00\u8a00\u304c\u7533\u3057\u9001\u308a\u306b\u8f09\u308b\u3068\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u63a5\u3057\u65b9\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u66f8\u304f\u306e\u306f\u300c\u524d\u56de\u3001\u4f55\u304c\u3042\u308a\u3001\u4f55\u3092\u3057\u305f\u304b\u300d\u307e\u3067\u3067\u3059\u3002","prompt_example":"**\u53d6\u308a\u8fbc\u307f\u6642\uff08\u82e6\u60c5\u306e\u8a18\u9332\u306e\u8981\u70b9\uff09\uff1a**\n\n```\n\u3042\u306a\u305f\u306f\u30db\u30c6\u30eb\u306e\u30b2\u30b9\u30c8\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u62c5\u5f53\u3067\u3059\u3002\n\u82e6\u60c5\u3068\u3054\u610f\u898b\u306e\u5bfe\u5fdc\u8a18\u9332\u304b\u3089\u3001\u6b21\u56de\u306e\u6ede\u5728\u306b\u5f79\u7acb\u3064\u8981\u70b9\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002\n\u8a18\u9332\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n- departments\uff1a\u95a2\u4fc2\u3059\u308b\u90e8\u7f72\uff08front\uff0fhousekeeping\uff0frestaurant\uff0ffacility\uff09\n- issue\uff1a\u4f55\u304c\u3042\u3063\u305f\u304b\uff081\u301c2\u6587\u3002\u4e8b\u5b9f\u3060\u3051\uff09\n- resolution\uff1a\u30db\u30c6\u30eb\u304c\u884c\u3063\u305f\u5bfe\u5fdc\uff08\u8fd4\u91d1\u3001\u90e8\u5c4b\u306e\u5909\u66f4\u3001\u304a\u8a6b\u3073\u306e\u54c1\u306a\u3069\uff09\n- next_time\uff1a\u8a18\u9332\u306b\u66f8\u304b\u308c\u305f\u300c\u6b21\u56de\u306e\u914d\u616e\u300d\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5bbf\u6cca\u5ba2\u306e\u4eba\u67c4\u3001\u6027\u683c\u3001\u614b\u5ea6\u3092\u8868\u3059\u8a00\u8449\u3092\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u8981\u6ce8\u610f\u300d\u300c\u30af\u30ec\u30fc\u30de\u30fc\u300d\u300c\u6c17\u96e3\u3057\u3044\u300d\u306a\u3069\u306e\u8a55\u4fa1\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5bfe\u5fdc\u3084\u914d\u616e\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5065\u5eb7\u72b6\u614b\u3084\u30a2\u30ec\u30eb\u30ae\u30fc\u306b\u95a2\u3059\u308b\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u5185\u5bb9\u3092\u8981\u7d04\u305b\u305a\n  health_mention \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\uff08\u5225\u306e\u6271\u3044\u306b\u3057\u307e\u3059\uff09\u3002\n```\n\n**\u5230\u7740\u524d\uff08\u7533\u3057\u9001\u308a\u306e\u6848\uff09\uff1a**\n\n```\n\u3042\u306a\u305f\u306f\u30db\u30c6\u30eb\u306e\u30d5\u30ed\u30f3\u30c8\u306e\u62c5\u5f53\u3067\u3001\u7fcc\u65e5\u5230\u7740\u306e\u304a\u5ba2\u69d8\u306e\u7533\u3057\u9001\u308a\u3092\u4f5c\u308a\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u691c\u7d22\u7d50\u679c\uff08\u62c5\u5f53\u8005\u304c\u540c\u3058\u4eba\u3060\u3068\u78ba\u304b\u3081\u305f\u8a18\u9332\uff09\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4e88\u7d04\u3011{reservation}\n\u3010\u78ba\u304b\u3081\u305f\u904e\u53bb\u306e\u8a18\u9332\u3011\u691c\u7d22\u7d50\u679c\u3068\u3057\u3066\u6e21\u3057\u307e\u3059\n\n\u3010\u66f8\u304f\u3053\u3068\u3011\u90e8\u7f72\u3054\u3068\u306b\u5206\u3051\u3066\n1. \u30d5\u30ed\u30f3\u30c8\uff1a\u904e\u53bb\u306e\u6ede\u5728\u306e\u56de\u6570\u3068\u76f4\u8fd1\u306e\u65e5\u4ed8\u3001\u5ba2\u5ba4\u306e\u5e0c\u671b\n2. \u5ba2\u5ba4\uff1a\u90e8\u5c4b\u306e\u4f4d\u7f6e\u3084\u8a2d\u5099\u306b\u3064\u3044\u3066\u306e\u904e\u53bb\u306e\u8981\u671b\u3068\u5bfe\u5fdc\n3. \u30ec\u30b9\u30c8\u30e9\u30f3\uff1a\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u7533\u3057\u51fa\uff08\u7533\u3057\u51fa\u306e\u65e5\u4ed8\u3092\u5fc5\u305a\u6dfb\u3048\u308b\uff09\n4. \u524d\u56de\u306e\u6ede\u5728\u3067\u306e\u82e6\u60c5\u3068\u3001\u30db\u30c6\u30eb\u304c\u884c\u3063\u305f\u5bfe\u5fdc\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u30a2\u30ec\u30eb\u30ae\u30fc\u306f\u300c\u25cb\u5e74\u25cb\u6708\u306e\u7533\u3057\u51fa\u300d\u3068\u65e5\u4ed8\u3092\u66f8\u304d\u3001\n  \u300c\u5230\u7740\u6642\u306b\u672c\u4eba\u3078\u73fe\u5728\u306e\u5185\u5bb9\u3092\u78ba\u8a8d\u300d\u306e\u4e00\u6587\u3092\u5fc5\u305a\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u304a\u5ba2\u69d8\u306e\u4eba\u67c4\u3084\u8a55\u4fa1\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306b\u7121\u3044\u597d\u307f\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u304c3\u5e74\u4ee5\u4e0a\u524d\u306e\u3082\u306e\u306f\u3001\u305d\u306e\u65e8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u691c\u7d22\u7d50\u679c\u306f\u3001Claude \u306e\u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3057\u307e\u3059\u3002** 1\u4ef6\u306e\u8a18\u9332\u30921\u3064\u306e `search_result` \u306b\u3057\u3001`source` \u306b\u8a18\u9332\u306e\u756a\u53f7\u3001`title` \u306b\u8a18\u9332\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u3001`content` \u306b\u8a18\u9332\u306e\u672c\u6587\u3092\u5165\u308c\u307e\u3059\u3002\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u5f15\u7528\u306f `content` \u306e\u4e2d\u306e\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u3092\u5358\u4f4d\u306b\u4ed8\u304d\u3001**\u5f15\u7528\u3055\u308c\u305f\u7bc4\u56f2\u304c\u30d6\u30ed\u30c3\u30af\u306e\u756a\u53f7\u3067\u8fd4\u308a\u307e\u3059\u3002** \u7533\u3057\u9001\u308a\u306e1\u6587\u3054\u3068\u306b\u3001\u3069\u306e\u8a18\u9332\u304b\u3089\u6765\u305f\u304b\u3092\u62c5\u5f53\u8005\u304c\u8fbf\u308c\u307e\u3059\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306f Amazon Bedrock \u3067\u3082\u4f7f\u3048\u307e\u3059\u3002","output_data":"**\u5230\u7740\u524d\u306e\u5019\u88dc\u306e\u4e00\u89a7\u306f\u3001\u6b21\u306e\u5f62\u3067\u62c5\u5f53\u8005\u306e\u753b\u9762\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"reservation_id\": \"R-20261008-0412\",\n  \"arrival\": \"2026-10-08\",\n  \"guest_on_booking\": { \"name_latin\": \"watanabe taro\", \"channel\": \"ota_overseas\" },\n  \"candidates\": [\n    {\n      \"profile_id\": \"P-0031877\",\n      \"match\": [\"phone_exact\", \"name_kana\", \"name_latin_fuzzy\"],\n      \"name_kanji\": \"\u6e21\u908a \u592a\u90ce\",\n      \"last_stay\": \"2025-11-14\",\n      \"records\": { \"stay\": 4, \"complaint\": 1, \"allergy\": 1 },\n      \"status\": \"unconfirmed | confirmed_same | confirmed_different\"\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`match` \u306b\u4e00\u81f4\u306e\u7a2e\u985e\u3092\u4e26\u3079\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u96fb\u8a71\u306e\u5b8c\u5168\u4e00\u81f4\u304c\u3042\u308b\u304b\u3001\u540d\u524d\u3060\u3051\u306e\u4e00\u81f4\u304b\u3067\u3001**\u62c5\u5f53\u8005\u306e\u78ba\u304b\u3081\u65b9\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u540d\u524d\u3060\u3051\u306e\u5019\u88dc\u306f\u3001\u904e\u53bb\u306e\u4f4f\u6240\u3084\u5e74\u9f62\u5c64\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`confirmed_different` \u3092\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u5225\u4eba\u3060\u3068\u5224\u65ad\u3057\u305f\u7d44\u3092\u8a18\u9332\u3057\u3066\u304a\u304f\u3068\u3001**\u6b21\u56de\u306e\u691c\u7d22\u3067\u540c\u3058\u5019\u88dc\u3092\u51fa\u3057\u7d9a\u3051\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`records` \u306e\u4ef6\u6570\u3067\u3001\u958b\u304f\u9806\u756a\u3092\u6c7a\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u82e6\u60c5\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304c\u3042\u308b\u5019\u88dc\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u8981\u6c42\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u7d44\u307f\u307e\u3059\u3002**\n\n```json\n{\n  \"query\": {\n    \"bool\": {\n      \"should\": [\n        { \"term\": { \"phone\": { \"value\": \"+819012345678\", \"boost\": 5 } } },\n        { \"term\": { \"email\": { \"value\": \"t.watanabe@example.com\", \"boost\": 5 } } },\n        { \"match\": { \"name_kana\": { \"query\": \"\u30ef\u30bf\u30ca\u30d9 \u30bf\u30ed\u30a6\", \"boost\": 2 } } },\n        { \"match\": { \"name_latin\": { \"query\": \"watanabe taro\",\n                                     \"fuzziness\": \"AUTO\", \"operator\": \"and\" } } }\n      ],\n      \"minimum_should_match\": 1\n    }\n  }\n}\n```\n\n**\u30ed\u30fc\u30de\u5b57\u306e\u8fd1\u3044\u4e00\u81f4\u306f\u3001`fuzziness` \u306e `AUTO` \u306b\u4efb\u305b\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`AUTO` \u306f\u8a9e\u306e\u9577\u3055\u3067\u8a31\u3059\u9055\u3044\u306e\u6570\u3092\u5909\u3048\u3001**0\u301c2\u6587\u5b57\u306f\u5b8c\u5168\u4e00\u81f4\u30013\u301c5\u6587\u5b57\u306f1\u6587\u5b57\u307e\u3067\u30016\u6587\u5b57\u4ee5\u4e0a\u306f2\u6587\u5b57\u307e\u3067**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u300csato\u300d\u3068\u300csatou\u300d\u3001\u300cono\u300d\u3068\u300cohno\u300d\u306f1\u6587\u5b57\u306e\u9055\u3044\u3067\u62fe\u3048\u307e\u3059\u3002**`operator` \u3092 `and` \u306b\u3059\u308b\u306e\u306f\u3001\u59d3\u3060\u3051\u30fb\u540d\u3060\u3051\u306e\u4e00\u81f4\u3067\u5019\u88dc\u304c\u81a8\u3089\u3080\u306e\u3092\u9632\u3050\u305f\u3081\u3067\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | API \u307e\u305f\u306f\u5b9a\u6642\u306e\u66f8\u304d\u51fa\u3057 | \u4e88\u7d04\u3001\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3001\u6ede\u5728\u306e\u5c65\u6b74\u3092\u53d6\u308b |\n| \u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\uff0f\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33 | \u5171\u6709\u306e\u5834\u6240\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u6bce\u6669\u8aad\u3080 | \u8ffd\u52a0\u30fb\u66f4\u65b0\u3055\u308c\u305f\u884c\u3092\u53d6\u308b |\n| Claude\uff08Amazon Bedrock\uff09 | Lambda \u304b\u3089\u306e\u547c\u3073\u51fa\u3057 | \u8a18\u9332\u306e\u8981\u70b9\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u7533\u3057\u9001\u308a\u306e\u6848 |\n| Amazon OpenSearch Service | \u7d22\u5f15\u3078\u306e\u767b\u9332\u3068\u691c\u7d22 | \u540c\u3058\u4eba\u306e\u5019\u88dc\u3092\u4e00\u81f4\u306e\u7a2e\u985e\u4ed8\u304d\u3067\u8fd4\u3059 |\n| \u7533\u3057\u9001\u308a\u306e\u753b\u9762 | \u66f8\u304d\u8fbc\u307f | \u5019\u88dc\u306e\u78ba\u8a8d\u3001\u7533\u3057\u9001\u308a\u306e\u6848\u306e\u4fee\u6b63\u3068\u78ba\u5b9a |\n\n**\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u30682\u3064\u306e\u53f0\u5e33\u306b\u306f\u3001\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u305f\u7d50\u3073\u3064\u304d\uff08`guest_key`\uff09\u306f\u691c\u7d22\u57fa\u76e4\u306e\u5074\u306b\u6301\u3061\u3001**\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306e\u7d71\u5408\u306f\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u624b\u9806\u3067\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**","human_review":"**\u78ba\u8a8d\u306f2\u304b\u6240\u3067\u3059\u3002\u540c\u3058\u4eba\u306e\u5019\u88dc\u3068\u3001\u7533\u3057\u9001\u308a\u306e\u6848\u3067\u3059\u3002**\n\n1. **\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u304c\u4e00\u81f4\u3057\u305f\u5019\u88dc** \u2026 \u540d\u524d\u3068\u6700\u5f8c\u306e\u6ede\u5728\u65e5\u3092\u898b\u3066\u3001\u540c\u3058\u4eba\u3068\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\u307b\u3068\u3093\u3069\u306f\u3053\u3053\u3067\u6e08\u307f\u307e\u3059\n2. **\u540d\u524d\u3060\u3051\u304c\u4e00\u81f4\u3057\u305f\u5019\u88dc** \u2026 \u904e\u53bb\u306e\u4f4f\u6240\u3001\u540c\u4f34\u8005\u3001\u5229\u7528\u306e\u50be\u5411\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\u3002**\u6c7a\u3081\u304d\u308c\u306a\u3051\u308c\u3070\u300c\u672a\u78ba\u8a8d\u300d\u306e\u307e\u307e\u6b8b\u3057\u3001\u7533\u3057\u9001\u308a\u306b\u306f\u4f7f\u3044\u307e\u305b\u3093**\n3. **\u7533\u3057\u9001\u308a\u306e\u6848\u3092\u8aad\u3080** \u2026 \u5f15\u7528\u3092\u8fbf\u308a\u3001\u90e8\u7f72\u3054\u3068\u306e\u6587\u3092\u76f4\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002**\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u884c\u306b\u65e5\u4ed8\u3068\u78ba\u8a8d\u306e\u4e00\u6587\u304c\u3042\u308b\u304b\u3092\u5fc5\u305a\u898b\u307e\u3059**\n4. **\u5230\u7740\u6642\u306b\u672c\u4eba\u306b\u78ba\u304b\u3081\u308b** \u2026 \u30a2\u30ec\u30eb\u30ae\u30fc\u3068\u524d\u56de\u306e\u8981\u671b\u306f\u3001\u30d5\u30ed\u30f3\u30c8\u304b\u30ec\u30b9\u30c8\u30e9\u30f3\u304c\u672c\u4eba\u306b\u73fe\u5728\u306e\u5185\u5bb9\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**1\u4ef6\u3042\u305f\u308a3\u5206\u3092\u76ee\u5b89\u306b\u3057\u307e\u3059\u3002** \u96fb\u8a71\u3084\u30e1\u30fc\u30eb\u304c\u4e00\u81f4\u3059\u308b\u5019\u88dc\u306f\u6570\u5341\u79d2\u3067\u78ba\u5b9a\u3057\u3001\u540d\u524d\u3060\u3051\u306e\u5019\u88dc\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304c\u3042\u308b\u4e88\u7d04\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002**\u306a\u3089\u3057\u30663\u5206\u3067\u3059\u3002**\n\n**2\u756a\u76ee\u3067\u300c\u672a\u78ba\u8a8d\u300d\u306e\u307e\u307e\u6b8b\u3059\u3053\u3068\u3092\u3001\u5931\u6557\u3068\u8003\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6c7a\u3081\u304d\u308c\u306a\u3044\u5019\u88dc\u3092\u7121\u7406\u306b\u7d50\u3073\u3064\u3051\u308b\u3088\u308a\u3001**\u5230\u7740\u6642\u306b\u30d5\u30ed\u30f3\u30c8\u304c\u300c\u4ee5\u524d\u306b\u3082\u304a\u6cca\u307e\u308a\u3044\u305f\u3060\u3044\u3066\u3044\u307e\u3059\u304b\u300d\u3068\u4e00\u8a00\u305f\u305a\u306d\u308b**\u307b\u3046\u304c\u78ba\u304b\u3067\u3059\u3002\u672c\u4eba\u306e\u7b54\u3048\u3067\u7d50\u3073\u3064\u304d\u3092\u78ba\u5b9a\u3057\u3001\u305d\u306e\u5834\u3067\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5019\u88dc\u304c1\u4ef6\u3082\u7121\u3044 | \u300c\u904e\u53bb\u306e\u8a18\u9332\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u51fa\u3059\u3002**\u521d\u3081\u3066\u306e\u304a\u5ba2\u69d8\u3068\u65ad\u5b9a\u3057\u306a\u3044** |\n| \u540d\u524d\u3060\u3051\u306e\u5019\u88dc\u304c\u591a\u6570 | \u4e0a\u4f4d5\u4ef6\u307e\u3067\u306b\u3057\u3001\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u306e\u4e00\u81f4\u304c\u7121\u3044\u3053\u3068\u3092\u753b\u9762\u306b\u51fa\u3059 |\n| \u540c\u59d3\u540c\u540d\u306e\u5225\u4eba\u3068\u5224\u65ad\u3057\u305f | `confirmed_different` \u3068\u3057\u3066\u6b8b\u3057\u3001\u6b21\u56de\u306e\u5019\u88dc\u304b\u3089\u5916\u3059 |\n| \u88dc\u3063\u305f\u8aad\u307f\u3067\u3060\u3051\u4e00\u81f4\u3057\u305f | \u5f31\u3044\u624b\u304c\u304b\u308a\u3068\u3057\u3066\u8868\u793a\u3057\u3001\u62c5\u5f53\u8005\u306b\u5fc5\u305a\u78ba\u304b\u3081\u3066\u3082\u3089\u3046 |\n| \u4e88\u7d04\u30b5\u30a4\u30c8\u306e\u4e2d\u7d99\u7528\u30a2\u30c9\u30ec\u30b9 | \u624b\u304c\u304b\u308a\u304b\u3089\u5916\u3059 |\n| \u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304c\u53e4\u3044 | \u65e5\u4ed8\u3092\u51fa\u3057\u3001\u672c\u4eba\u3078\u306e\u78ba\u8a8d\u3092\u7533\u3057\u9001\u308a\u306b\u5165\u308c\u308b |\n| \u5065\u5eb7\u306b\u95a2\u3059\u308b\u8a18\u8f09\u304c\u82e6\u60c5\u306e\u8a18\u9332\u306b\u3042\u308b | \u8981\u7d04\u305b\u305a\u3001\u95b2\u89a7\u3067\u304d\u308b\u5f79\u5272\u3092\u9650\u3063\u305f\u9805\u76ee\u306b\u5206\u3051\u308b |\n| Bedrock \u306e\u547c\u3073\u51fa\u3057\u306b\u5931\u6557\u3057\u305f | \u5019\u88dc\u306e\u4e00\u89a7\u3060\u3051\u3092\u51fa\u3057\u3001\u7533\u3057\u9001\u308a\u306f\u62c5\u5f53\u8005\u304c\u66f8\u304f |\n\n**1\u884c\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u898b\u3064\u304b\u3089\u306a\u3044\u3053\u3068\u306f\u3001**\u521d\u3081\u3066\u306e\u304a\u5ba2\u69d8\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u305b\u3093\u3002** \u65e7\u59d3\u3001\u52e4\u52d9\u5148\u306e\u540d\u7fa9\u3001\u540c\u4f34\u8005\u306e\u540d\u7fa9\u3067\u6cca\u307e\u3063\u3066\u3044\u305f\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\n\n**7\u884c\u76ee\u306f\u3001\u53d6\u308a\u8fbc\u307f\u306e\u6bb5\u3067\u5206\u3051\u307e\u3059\u3002** \u82e6\u60c5\u306e\u8a18\u9332\u306b\u306f\u300c\u4f53\u8abf\u3092\u5d29\u3055\u308c\u305f\u300d\u300c\u6301\u75c5\u306e\u85ac\u3092\u90e8\u5c4b\u306b\u5fd8\u308c\u305f\u300d\u306e\u3088\u3046\u306a\u8a18\u8f09\u304c\u6df7\u3056\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8981\u70b9\u306b\u542b\u3081\u308b\u3068\u3001\u82e6\u60c5\u306e\u8981\u70b9\u3092\u898b\u3089\u308c\u308b\u5f79\u5272\u306e\u5168\u54e1\u306b\u5065\u5eb7\u306e\u60c5\u5831\u304c\u898b\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u53d6\u308a\u8fbc\u307f\u306e\u6307\u793a\u3067 `health_mention` \u3092\u7acb\u3066\u3055\u305b\u3001\u305d\u306e\u8a18\u9332\u3060\u3051\u95b2\u89a7\u306e\u5f79\u5272\u3092\u7d5e\u3063\u305f\u9805\u76ee\u306b\u79fb\u3057\u307e\u3059\u3002","log_storage":"- \u53d6\u308a\u8fbc\u3093\u3060\u8a18\u9332\u306e\u5143\u306e\u53f0\u5e33\u3068\u884c\u3001\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\n- \u5230\u7740\u524d\u306e\u691c\u7d22\u3054\u3068\u306e\u4e88\u7d04\u3001\u5019\u88dc\u3001\u4e00\u81f4\u306e\u7a2e\u985e\n- **\u62c5\u5f53\u8005\u304c\u540c\u3058\u4eba\u30fb\u5225\u4eba\u3068\u5224\u65ad\u3057\u305f\u8a18\u9332** \u2026 \u8ab0\u304c\u3001\u3044\u3064\u3001\u4f55\u3092\u898b\u3066\u5224\u65ad\u3057\u305f\u304b\n- Claude \u306b\u6e21\u3057\u305f\u8a18\u9332\u3068\u3001\u8fd4\u3063\u3066\u304d\u305f\u7533\u3057\u9001\u308a\u306e\u6848\u3068\u5f15\u7528\n- \u62c5\u5f53\u8005\u304c\u78ba\u5b9a\u3057\u305f\u7533\u3057\u9001\u308a\u3068\u3001\u6848\u304b\u3089\u306e\u76f4\u3057\n- **\u5230\u7740\u5f8c\u306b\u3001\u8a18\u9332\u306e\u7d50\u3073\u3064\u304d\u304c\u8aa4\u3063\u3066\u3044\u305f\u3068\u5206\u304b\u3063\u305f\u4ef6**\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u7cbe\u5ea6\u3092\u6e2c\u308b\u6750\u6599\u3067\u3059\u3002** \u5225\u4eba\u306e\u8a18\u9332\u3092\u7d50\u3073\u3064\u3051\u3066\u3044\u305f\u4ef6\u306f\u3001**\u3069\u306e\u4e00\u81f4\u306e\u7a2e\u985e\u3067\u8d77\u304d\u305f\u304b**\u3092\u898b\u3066\u3001\u540d\u524d\u3060\u3051\u306e\u4e00\u81f4\u306e\u6271\u3044\u3092\u898b\u76f4\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":900,"assumption_workdays":20,"volume_month":900,"before_minutes_per_case":8,"after_minutes_per_case":3,"hourly_cost":2800,"before_hours_month":120,"after_hours_month":45,"saved_hours_month":75,"reduction_rate":63,"saved_hours_year":900,"annual_cost_effect":2520000,"summary":"\u7fcc\u65e5\u306b\u5230\u7740\u3059\u308b\u5bbf\u6cca\u5ba2\u3054\u3068\u306b\u3001\u6c0f\u540d\u306e\u8868\u8a18\u3086\u308c\u3082\u542b\u3081\u3066\u904e\u53bb\u306e\u6ede\u5728\u30fb\u8981\u671b\u30fb\u82e6\u60c5\u30fb\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u3092\u63a2\u3057\u3001\u90e8\u7f72\u3054\u3068\u306e\u7533\u3057\u9001\u308a\u306b\u307e\u3068\u3081\u307e\u3059\u3002\u540c\u3058\u4eba\u304b\u3069\u3046\u304b\u306e\u5019\u88dc\u306b\u306f\u3001\u3069\u306e\u8a18\u9332\u304c\u4f55\u3067\u4e00\u81f4\u3057\u305f\u304b\u3092\u6dfb\u3048\u307e\u3059\u3002","before_flow":"1. \u524d\u65e5\u306e\u5348\u5f8c\u3001\u62c5\u5f53\u8005\u304c\u7fcc\u65e5\u306e\u5230\u7740\u4e88\u5b9a\u306e\u4e00\u89a7\u3092\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u51fa\u3059\n2. \u4e88\u7d04\u3054\u3068\u306b\u3001\u6c0f\u540d\u30fb\u96fb\u8a71\u756a\u53f7\u3067\u9867\u5ba2\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3092\u63a2\u3059\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u3075\u308a\u304c\u306a\u3084\u30ed\u30fc\u30de\u5b57\u3092\u5909\u3048\u3066\u63a2\u3057\u76f4\u3059\n3. \u898b\u3064\u304b\u3063\u305f\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306e\u6ede\u5728\u306e\u5c65\u6b74\u3068\u5099\u8003\u3092\u8aad\u3080\n4. \u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u3092\u6c0f\u540d\u3067\u691c\u7d22\u3057\u3001\u8a72\u5f53\u304c\u3042\u308c\u3070\u7d4c\u7def\u3092\u8aad\u3080\n5. \u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33\u3067\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u3092\u63a2\u3059\n6. \u90e8\u7f72\uff08\u30d5\u30ed\u30f3\u30c8\u3001\u5ba2\u5ba4\u3001\u30ec\u30b9\u30c8\u30e9\u30f3\uff09\u3054\u3068\u306b\u7533\u3057\u9001\u308a\u3092\u66f8\u304d\u3001\u671d\u306e\u6253\u3061\u5408\u308f\u305b\u3067\u8aad\u307f\u4e0a\u3052\u308b\n\n**\uff08a\uff09\u8868\u8a18\u306e\u9055\u3044\u3067\u898b\u3064\u304b\u3089\u306a\u3044\u3002** 2\u756a\u76ee\u3067\u3001**\u6f22\u5b57\u304c1\u6587\u5b57\u9055\u3046\u3001\u30ed\u30fc\u30de\u5b57\u306e\u7db4\u308a\u304c\u9055\u3046\u3001\u59d3\u3068\u540d\u306e\u9806\u304c\u9006\u3001\u3068\u3044\u3046\u3060\u3051\u3067\u691c\u7d22\u306b\u5f53\u305f\u308a\u307e\u305b\u3093\u3002** \u4f55\u901a\u308a\u304b\u8a66\u3057\u3066\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u521d\u3081\u3066\u306e\u304a\u5ba2\u69d8\u300d\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002\n\n**\uff08b\uff09\u53f0\u5e33\u304c3\u3064\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u3002** \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u898b\u3064\u304b\u3063\u3066\u3082\u3001**\u82e6\u60c5\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u306f\u5225\u306e\u53f0\u5e33\u3067\u3001\u6c0f\u540d\u3067\u63a2\u3057\u76f4\u3057\u306b\u306a\u308a\u307e\u3059\u3002** \u8868\u8a08\u7b97\u306e\u5bfe\u5fdc\u8a18\u9332\u306f\u66f8\u304f\u4eba\u306b\u3088\u3063\u3066\u6c0f\u540d\u306e\u66f8\u304d\u65b9\u304c\u3070\u3089\u3070\u3089\u3067\u3001\u3055\u3089\u306b\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\n\n**\uff08c\uff09\u30d9\u30c6\u30e9\u30f3\u306e\u8a18\u61b6\u306b\u983c\u308b\u3002** \u300c\u3053\u306e\u65b9\u306f\u524d\u56de\u3001\u96a3\u306e\u90e8\u5c4b\u306e\u97f3\u3067\u90e8\u5c4b\u3092\u66ff\u3048\u305f\u300d\u3068\u3044\u3063\u305f\u3053\u3068\u306f\u3001**\u8a18\u9332\u3088\u308a\u5148\u306b\u30d9\u30c6\u30e9\u30f3\u306e\u982d\u306e\u4e2d\u306b\u3042\u308a\u307e\u3059\u3002** \u305d\u306e\u4eba\u304c\u3044\u306a\u3044\u65e5\u306f\u3001\u540c\u3058\u90e8\u5c4b\u306e\u4e26\u3073\u306b\u6848\u5185\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n**\uff08d\uff09\u898b\u3064\u3051\u3066\u3082\u66f8\u304d\u5199\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** 3\u3064\u306e\u53f0\u5e33\u304b\u3089\u62fe\u3063\u305f\u5185\u5bb9\u3092\u3001\u90e8\u7f72\u3054\u3068\u306b\u66f8\u304d\u5206\u3051\u307e\u3059\u3002**\u9577\u3044\u82e6\u60c5\u306e\u7d4c\u7def\u3092\u3001\u5ba2\u5ba4\u306e\u62c5\u5f53\u306b\u8981\u308b\u90e8\u5206\u3060\u3051\u306b\u7e2e\u3081\u308b**\u4f5c\u696d\u304c\u30011\u4ef6\u3054\u3068\u306b\u767a\u751f\u3057\u307e\u3059\u3002","before_flow_steps":["\u524d\u65e5\u306e\u5348\u5f8c\u3001\u62c5\u5f53\u8005\u304c\u7fcc\u65e5\u306e\u5230\u7740\u4e88\u5b9a\u306e\u4e00\u89a7\u3092\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u51fa\u3059","\u4e88\u7d04\u3054\u3068\u306b\u3001\u6c0f\u540d\u30fb\u96fb\u8a71\u756a\u53f7\u3067\u9867\u5ba2\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3092\u63a2\u3059\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u3075\u308a\u304c\u306a\u3084\u30ed\u30fc\u30de\u5b57\u3092\u5909\u3048\u3066\u63a2\u3057\u76f4\u3059","\u898b\u3064\u304b\u3063\u305f\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306e\u6ede\u5728\u306e\u5c65\u6b74\u3068\u5099\u8003\u3092\u8aad\u3080","\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u3092\u6c0f\u540d\u3067\u691c\u7d22\u3057\u3001\u8a72\u5f53\u304c\u3042\u308c\u3070\u7d4c\u7def\u3092\u8aad\u3080","\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33\u3067\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u3092\u63a2\u3059","\u90e8\u7f72\uff08\u30d5\u30ed\u30f3\u30c8\u3001\u5ba2\u5ba4\u3001\u30ec\u30b9\u30c8\u30e9\u30f3\uff09\u3054\u3068\u306b\u7533\u3057\u9001\u308a\u3092\u66f8\u304d\u3001\u671d\u306e\u6253\u3061\u5408\u308f\u305b\u3067\u8aad\u307f\u4e0a\u3052\u308b"],"after_flow":"**\u53d6\u308a\u8fbc\u307f\uff08\u6bce\u6669\uff09**\n\n1. **\u3010\u81ea\u52d5\u3011** \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u30fb\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u30fb\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33\u304b\u3089\u3001\u524d\u65e5\u307e\u3067\u306b\u5897\u3048\u305f\u8a18\u9332\u3092\u53d6\u308a\u51fa\u3059\n2. **\u3010\u81ea\u52d5\u3011** \u6c0f\u540d\u3092\u3001\u6f22\u5b57\u30fb\u3075\u308a\u304c\u306a\uff08\u30ab\u30bf\u30ab\u30ca\u306b\u305d\u308d\u3048\u308b\uff09\u30fb\u30ed\u30fc\u30de\u5b57\uff08\u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u308b\uff09\u306e3\u3064\u306e\u5f62\u306b\u5206\u3051\u3066\u6301\u305f\u305b\u3001\u96fb\u8a71\u756a\u53f7\u3068\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u6b63\u898f\u5316\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** Claude \u304c\u3001\u82e6\u60c5\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u306e\u6587\u304b\u3089\u3001\u90e8\u7f72\u30fb\u8981\u70b9\u30fb\u5bfe\u5fdc\u306e\u7d50\u679c\u3092\u53d6\u308a\u51fa\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u8a18\u9332\u3092\u691c\u7d22\u57fa\u76e4\u306b\u767b\u9332\u3059\u308b\n\n**\u5230\u7740\u524d\uff08\u524d\u65e5\u306e15\u6642\uff09**\n\n5. **\u3010\u81ea\u52d5\u3011** \u7fcc\u65e5\u306e\u5230\u7740\u4e88\u5b9a\u306e\u4e00\u89a7\u3092\u53d6\u308a\u3001\u4e88\u7d04\u3054\u3068\u306b\u6c0f\u540d\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u3067\u904e\u53bb\u306e\u8a18\u9332\u3092\u63a2\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u4e00\u81f4\u306e\u7a2e\u985e\uff08\u96fb\u8a71\u306e\u4e00\u81f4\u3001\u30e1\u30fc\u30eb\u306e\u4e00\u81f4\u3001\u3075\u308a\u304c\u306a\u306e\u4e00\u81f4\u3001\u30ed\u30fc\u30de\u5b57\u306e\u8fd1\u3044\u4e00\u81f4\uff09\u3054\u3068\u306b\u3001\u540c\u3058\u4eba\u306e\u5019\u88dc\u3092\u4e26\u3079\u308b\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u5019\u88dc\u3092\u78ba\u304b\u3081\u3001\u540c\u3058\u4eba\u3060\u3068\u5224\u65ad\u3057\u305f\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u308b\uff08\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u304c\u4e00\u81f4\u3057\u305f\u5019\u88dc\u306f\u78ba\u8a8d\u3092\u8efd\u304f\u3059\u308b\uff09\n8. **\u3010\u81ea\u52d5\u3011** Claude \u304c\u3001\u5370\u306e\u4ed8\u3044\u305f\u8a18\u9332\u3060\u3051\u3092\u4f7f\u3063\u3066\u90e8\u7f72\u3054\u3068\u306e\u7533\u3057\u9001\u308a\u306e\u6848\u3092\u4f5c\u308b\u3002\u3069\u306e\u6587\u304c\u3069\u306e\u8a18\u9332\u304b\u3089\u6765\u305f\u304b\u306e\u5f15\u7528\u3092\u4ed8\u3051\u308b\n9. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u7533\u3057\u9001\u308a\u306e\u6848\u3092\u8aad\u307f\u3001\u76f4\u3057\u3066\u78ba\u5b9a\u3059\u308b\u3002\u671d\u306e\u6253\u3061\u5408\u308f\u305b\u3067\u4f7f\u3046\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u540d\u524d\u3060\u3051\u306e\u4e00\u81f4\u306f\u3001**\u540c\u59d3\u540c\u540d\u306e\u5225\u4eba\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002** \u5019\u88dc\u3092\u81ea\u52d5\u3067\u7d50\u3073\u3064\u3051\u308b\u3068\u3001\u5225\u4eba\u306e\u82e6\u60c5\u3084\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304c\u7533\u3057\u9001\u308a\u306b\u8f09\u308a\u307e\u3059\u3002**\u7d50\u3073\u3064\u3051\u308b\u306e\u306f\u4eba\u3067\u3001\u7d50\u3073\u3064\u3051\u305f\u8a18\u9332\u306f\u6b21\u56de\u304b\u3089\u5f37\u3044\u624b\u304c\u304b\u308a\u3068\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002**\n\n**8\u756a\u76ee\u3067\u5370\u306e\u4ed8\u3044\u305f\u8a18\u9332\u3060\u3051\u3092\u4f7f\u3046\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u5019\u88dc\u306e\u3046\u3061\u78ba\u304b\u3081\u3066\u3044\u306a\u3044\u3082\u306e\u307e\u3067\u8981\u7d04\u306b\u5165\u308c\u308b\u3068\u3001**\u8ab0\u306e\u8a18\u9332\u304b\u5206\u304b\u3089\u306a\u3044\u6587\u304c\u7533\u3057\u9001\u308a\u306b\u6df7\u3056\u308a\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u30fb\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u30fb\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33\u304b\u3089\u3001\u524d\u65e5\u307e\u3067\u306b\u5897\u3048\u305f\u8a18\u9332\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u6c0f\u540d\u3092\u3001\u6f22\u5b57\u30fb\u3075\u308a\u304c\u306a\uff08\u30ab\u30bf\u30ab\u30ca\u306b\u305d\u308d\u3048\u308b\uff09\u30fb\u30ed\u30fc\u30de\u5b57\uff08\u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u308b\uff09\u306e3\u3064\u306e\u5f62\u306b\u5206\u3051\u3066\u6301\u305f\u305b\u3001\u96fb\u8a71\u756a\u53f7\u3068\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u6b63\u898f\u5316\u3059\u308b","**\u3010\u81ea\u52d5\u3011** Claude \u304c\u3001\u82e6\u60c5\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u306e\u6587\u304b\u3089\u3001\u90e8\u7f72\u30fb\u8981\u70b9\u30fb\u5bfe\u5fdc\u306e\u7d50\u679c\u3092\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u8a18\u9332\u3092\u691c\u7d22\u57fa\u76e4\u306b\u767b\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u7fcc\u65e5\u306e\u5230\u7740\u4e88\u5b9a\u306e\u4e00\u89a7\u3092\u53d6\u308a\u3001\u4e88\u7d04\u3054\u3068\u306b\u6c0f\u540d\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u3067\u904e\u53bb\u306e\u8a18\u9332\u3092\u63a2\u3059","**\u3010\u81ea\u52d5\u3011** \u4e00\u81f4\u306e\u7a2e\u985e\uff08\u96fb\u8a71\u306e\u4e00\u81f4\u3001\u30e1\u30fc\u30eb\u306e\u4e00\u81f4\u3001\u3075\u308a\u304c\u306a\u306e\u4e00\u81f4\u3001\u30ed\u30fc\u30de\u5b57\u306e\u8fd1\u3044\u4e00\u81f4\uff09\u3054\u3068\u306b\u3001\u540c\u3058\u4eba\u306e\u5019\u88dc\u3092\u4e26\u3079\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u5019\u88dc\u3092\u78ba\u304b\u3081\u3001\u540c\u3058\u4eba\u3060\u3068\u5224\u65ad\u3057\u305f\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u308b\uff08\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u304c\u4e00\u81f4\u3057\u305f\u5019\u88dc\u306f\u78ba\u8a8d\u3092\u8efd\u304f\u3059\u308b\uff09","**\u3010\u81ea\u52d5\u3011** Claude \u304c\u3001\u5370\u306e\u4ed8\u3044\u305f\u8a18\u9332\u3060\u3051\u3092\u4f7f\u3063\u3066\u90e8\u7f72\u3054\u3068\u306e\u7533\u3057\u9001\u308a\u306e\u6848\u3092\u4f5c\u308b\u3002\u3069\u306e\u6587\u304c\u3069\u306e\u8a18\u9332\u304b\u3089\u6765\u305f\u304b\u306e\u5f15\u7528\u3092\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u7533\u3057\u9001\u308a\u306e\u6848\u3092\u8aad\u307f\u3001\u76f4\u3057\u3066\u78ba\u5b9a\u3059\u308b\u3002\u671d\u306e\u6253\u3061\u5408\u308f\u305b\u3067\u4f7f\u3046"],"architecture":"```\n\u3010\u53d6\u308a\u8fbc\u307f\u3011\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff0f\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\uff0f\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u6669\u306e\u5b9a\u6642\nAWS Lambda \u2500\u2500 \u6c0f\u540d\u3092\u6f22\u5b57\u30fb\u3075\u308a\u304c\u306a\u30fb\u30ed\u30fc\u30de\u5b57\u306b\u5206\u3051\u3001\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u3092\u6b63\u898f\u5316\n   \u25bc\nClaude\uff08Amazon Bedrock\uff09\u2500\u2500 \u82e6\u60c5\u30fb\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304b\u3089\u90e8\u7f72\u30fb\u8981\u70b9\u30fb\u5bfe\u5fdc\u306e\u7d50\u679c\u3092\u53d6\u308a\u51fa\u3059\n   \u25bc\nAmazon OpenSearch Service\uff08\u5bbf\u6cca\u5ba2\u306e\u8a18\u9332\u306e\u7d22\u5f15\uff09\n   \u251c\u2500 name_kana\uff1aICU \u306e\u5909\u63db\u3067\u3072\u3089\u304c\u306a\u3092\u30ab\u30bf\u30ab\u30ca\u306b\u3001cjk_width \u3067\u534a\u89d2\u3092\u5168\u89d2\u306b\n   \u251c\u2500 name_latin\uff1aICU \u306e\u5909\u63db\u3067\u30ed\u30fc\u30de\u5b57\u306b\u3001\u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u308b\n   \u2514\u2500 phone\uff0femail\uff1akeyword\n\n\u3010\u5230\u7740\u524d\u3011\u7fcc\u65e5\u306e\u5230\u7740\u4e88\u5b9a\u306e\u4e00\u89a7\uff08\u524d\u65e515\u6642\uff09\n   \u25bc\nAmazon OpenSearch Service \u2500\u2500 \u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u306e\u4e00\u81f4\uff0b\u3075\u308a\u304c\u306a\u306e\u4e00\u81f4\uff0b\u30ed\u30fc\u30de\u5b57\u306e\u8fd1\u3044\u4e00\u81f4\uff08fuzziness\uff09\n   \u25bc\u3010\u4eba\u3011\u62c5\u5f53\u8005\u304c\u540c\u3058\u4eba\u306e\u5019\u88dc\u3092\u78ba\u304b\u3081\u308b\nClaude\uff08Amazon Bedrock\uff09\u2500\u2500 \u78ba\u304b\u3081\u305f\u8a18\u9332\u3092\u691c\u7d22\u7d50\u679c\u306e\u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3057\u3001\u5f15\u7528\u4ed8\u304d\u3067\u7533\u3057\u9001\u308a\u306e\u6848\n   \u25bc\u3010\u4eba\u3011\u62c5\u5f53\u8005\u304c\u78ba\u5b9a \u2192 \u671d\u306e\u6253\u3061\u5408\u308f\u305b\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Amazon OpenSearch Service\uff08ICU \u3068 kuromoji \u306e\u89e3\u6790\u3001fuzziness\u3001\u7d30\u304b\u306a\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\uff09 | Azure AI Search\u3001Vertex AI Search\uff08Agent Search\uff09 |\n| \u751f\u6210AI | Claude\uff08Amazon Bedrock\u3002\u8a18\u9332\u306e\u8981\u70b9\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u5f15\u7528\u4ed8\u304d\u306e\u7533\u3057\u9001\u308a\u306e\u6848\uff09 | Gemini API\u3001OpenAI API |\n| \u9023\u643a | AWS Lambda\uff08\u53d6\u308a\u8fbc\u307f\u3001\u5230\u7740\u524d\u306e\u691c\u7d22\u3001\u7533\u3057\u9001\u308a\u306e\u66f8\u304d\u51fa\u3057\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u53d6\u308a\u8fbc\u3093\u3060\u8a18\u9332\u306e\u5199\u3057\u3068\u3001\u7533\u3057\u9001\u308a\u306e\u8a18\u9332\uff09 | \u2015 |\n| \u5bbf\u6cca\u7ba1\u7406 | \u65e2\u5b58\u306e\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u2015 |\n\n**\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306e\u7d71\u5408\uff08\u540d\u5bc4\u305b\uff09\u3082\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u306f\u884c\u3044\u307e\u305b\u3093\u3002**\u540c\u3058\u4eba\u3060\u3068\u78ba\u304b\u3081\u305f\u7d50\u3073\u3064\u304d\u306f\u3001\u691c\u7d22\u57fa\u76e4\u306e\u5074\u306b\u6301\u3061\u307e\u3059\u3002** \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u7d71\u5408\u306f\u3001\u78ba\u304b\u3081\u305f\u7d50\u3073\u3064\u304d\u304c\u305f\u307e\u3063\u3066\u304b\u3089\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u624b\u9806\u3067\u5225\u306b\u884c\u3044\u307e\u3059\u3002\n\n**\u8868\u8a18\u3086\u308c\u3092\u5438\u53ce\u3059\u308b\u306e\u306f\u3001OpenSearch \u306e\u89e3\u6790\u306e\u6a5f\u80fd\u3067\u3059\u3002** Amazon OpenSearch Service \u3067\u306f\u3001**\u65e5\u672c\u8a9e\uff08kuromoji\uff09\u306e\u89e3\u6790\u3068 ICU \u306e\u89e3\u6790\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u3059\u3079\u3066\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u5165\u3063\u3066\u3044\u307e\u3059\u3002** \u8ffd\u52a0\u306e\u4f5c\u696d\u306a\u3057\u306b\u3001\u7d22\u5f15\u306e\u8a2d\u5b9a\u3060\u3051\u3067\u4f7f\u3048\u307e\u3059\u3002\n\n**ICU \u306e\u5909\u63db\uff08`icu_transform`\uff09\u306f\u3001\u6587\u5b57\u306e\u7a2e\u985e\u3092\u5199\u3057\u66ff\u3048\u308b\u30d5\u30a3\u30eb\u30bf\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`Hiragana-Katakana`\uff08\u3072\u3089\u304c\u306a\u3092\u30ab\u30bf\u30ab\u30ca\u306b\uff09\u3084 `Any-Latin`\uff08\u3069\u306e\u6587\u5b57\u3082\u30ed\u30fc\u30de\u5b57\u306b\uff09\u306a\u3069\u306e\u5909\u63db\u3092\u3001\u30bb\u30df\u30b3\u30ed\u30f3\u3067\u3064\u306a\u3044\u3067\u91cd\u306d\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`NFD; [:Nonspacing Mark:] Remove; NFC` \u3092\u8db3\u3059\u3068\u3001**\u9577\u97f3\u8a18\u53f7\u306e\u4ed8\u3044\u305f\u30ed\u30fc\u30de\u5b57\uff08\u014d \u306a\u3069\uff09\u304b\u3089\u8a18\u53f7\u3092\u5916\u305b\u307e\u3059\u3002**\n\n**cjk_width \u306f\u3001\u534a\u89d2\u30ab\u30bf\u30ab\u30ca\u3092\u5168\u89d2\u306b\u3001\u5168\u89d2\u306e\u82f1\u6570\u5b57\u3092\u534a\u89d2\u306b\u305d\u308d\u3048\u308b\u30d5\u30a3\u30eb\u30bf\u3067\u3059\u3002** \u65c5\u884c\u4f1a\u793e\u306e\u56e3\u4f53\u306e\u540d\u7c3f\u3067\u5c4a\u304f\u300c\uff9c\uff80\uff85\uff8d\uff9e\u300d\u3068\u3001\u81ea\u793e\u30b5\u30a4\u30c8\u306e\u300c\u30ef\u30bf\u30ca\u30d9\u300d\u304c\u540c\u3058\u8a9e\u306b\u306a\u308a\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\u6bce\u6669\u306e\u5b9a\u6642\u3067\u3059\u3002** \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306f\u524d\u65e5\u307e\u3067\u306e\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u306e\u8a18\u9332\u3068\u9867\u5ba2\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306e\u5909\u66f4\u3092\u3001\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u3068\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33\u304b\u3089\u306f\u524d\u65e5\u306b\u8ffd\u52a0\u30fb\u66f4\u65b0\u3055\u308c\u305f\u884c\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002**\u82e6\u60c5\u306e\u8a18\u9332\u306f\u5bfe\u5fdc\u304c\u7d42\u308f\u3063\u3066\u304b\u3089\u66f8\u304d\u8db3\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044**\u306e\u3067\u3001\u66f4\u65b0\u3055\u308c\u305f\u884c\u3082\u53d6\u308a\u76f4\u3057\u307e\u3059\u3002\n\n**\u691c\u7d22\u306f\u3001\u5230\u7740\u524d\u65e5\u306e15\u6642\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u3053\u306e\u6642\u523b\u306a\u3089\u3001\u7fcc\u65e5\u306e\u5230\u7740\u4e88\u5b9a\u304c\u307b\u307c\u51fa\u305d\u308d\u3044\u3001\u62c5\u5f53\u8005\u304c\u5019\u88dc\u3092\u78ba\u304b\u3081\u3066\u7533\u3057\u9001\u308a\u3092\u78ba\u5b9a\u3059\u308b\u307e\u3067\u306e\u6642\u9593\u304c\u5915\u65b9\u307e\u3067\u306b\u6b8b\u308a\u307e\u3059\u3002**\u5f53\u65e5\u306e\u671d\u306b\u5165\u3063\u305f\u4e88\u7d04\u306f\u300110\u6642\u306b\u3082\u3046\u4e00\u5ea6\u52d5\u304b\u3057\u3066\u62fe\u3044\u307e\u3059\u3002**\n\n**\u904e\u53bb5\u5e74\u5206\u306e\u8a18\u9332\u306f\u3001\u5225\u306b\u4e00\u62ec\u3067\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** \u3053\u306e\u3068\u304d\u306f\u7d50\u3073\u3064\u304d\u306e\u78ba\u8a8d\u304c\u53d6\u308c\u3066\u3044\u306a\u3044\u306e\u3067\u3001**\u3069\u306e\u8a18\u9332\u3082\u300c\u672a\u78ba\u8a8d\u300d\u306e\u72b6\u614b\u304b\u3089\u59cb\u3081\u307e\u3059\u3002** \u4e00\u62ec\u306e\u53d6\u308a\u8fbc\u307f\u3067\u540d\u5bc4\u305b\u3092\u3057\u3088\u3046\u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u78ba\u8a8d\u306f\u3001\u5b9f\u969b\u306b\u5230\u7740\u3059\u308b\u4eba\u306e\u5206\u304b\u3089\u9806\u306b\u7a4d\u307f\u4e0a\u304c\u308a\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u4e88\u7d04 | \u4e88\u7d04\u756a\u53f7\u3001\u5230\u7740\u65e5\u3001\u6c0f\u540d\uff08\u6f22\u5b57\uff0f\u3075\u308a\u304c\u306a\uff0f\u30ed\u30fc\u30de\u5b57\u306e\u3046\u3061\u5165\u3063\u3066\u3044\u308b\u3082\u306e\uff09\u3001\u96fb\u8a71\u3001\u30e1\u30fc\u30eb\u3001\u4e88\u7d04\u306e\u7d4c\u8def | \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u6ede\u5728\u306e\u5c65\u6b74 | \u904e\u53bb\u306e\u5bbf\u6cca\u65e5\u3001\u5ba2\u5ba4\u306e\u30bf\u30a4\u30d7\u3068\u968e\u3001\u5099\u8003\u3001\u5229\u7528\u3057\u305f\u65bd\u8a2d | \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u82e6\u60c5\u3068\u3054\u610f\u898b\u306e\u8a18\u9332 | \u65e5\u4ed8\u3001\u5185\u5bb9\u3001\u5bfe\u5fdc\u3057\u305f\u90e8\u7f72\u3001\u5bfe\u5fdc\u306e\u7d50\u679c\u3001\u518d\u767a\u9632\u6b62\u306e\u30e1\u30e2 | \u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332 |\n| \u30a2\u30ec\u30eb\u30ae\u30fc\u3068\u597d\u307f | \u65e5\u4ed8\u3001\u7533\u3057\u51fa\u306e\u5185\u5bb9\u3001\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u5bfe\u5fdc | \u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33 |\n| \u78ba\u304b\u3081\u305f\u7d50\u3073\u3064\u304d | \u540c\u3058\u4eba\u3060\u3068\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3057\u305f\u8a18\u9332\u306e\u7d44\u3068\u3001\u5224\u65ad\u306e\u65e5\u4ed8 | \u691c\u7d22\u57fa\u76e4\uff08\u3053\u306e\u69cb\u6210\u3067\u4f5c\u308b\uff09 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u306e\u6c0f\u540d\u306e\u66f8\u304d\u65b9\u3067\u3059\u3002** \u8868\u8a08\u7b97\u306b\u300c\u6e21\u8fba\u69d8\uff081205\u53f7\u5ba4\uff09\u300d\u3068\u3060\u3051\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u3001**\u6c0f\u540d\u306e\u624b\u304c\u304b\u308a\u304c\u6f22\u5b57\u3060\u3051\u306b\u306a\u308a\u3001\u90e8\u5c4b\u756a\u53f7\u3068\u65e5\u4ed8\u304b\u3089\u4e88\u7d04\u306b\u7d50\u3073\u76f4\u3059**\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u53d6\u308a\u8fbc\u307f\u306e\u6bb5\u3067\u3001**\u65e5\u4ed8\u3068\u90e8\u5c4b\u756a\u53f7\u304b\u3089\u4e88\u7d04\u756a\u53f7\u3092\u5f15\u304d\u3001\u4e88\u7d04\u306e\u6c0f\u540d\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u3092\u8a18\u9332\u306b\u4ed8\u3051\u307e\u3059\u3002**\n\n**\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u306f\u3001\u7533\u3057\u51fa\u306e\u65e5\u4ed8\u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002** \u4f55\u5e74\u3082\u524d\u306e\u7533\u3057\u51fa\u304c\u4eca\u3082\u540c\u3058\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002**\u7533\u3057\u9001\u308a\u3067\u306f\u300c\u3044\u3064\u306e\u7533\u3057\u51fa\u304b\u300d\u3092\u5fc5\u305a\u66f8\u304d\u3001\u672c\u4eba\u3078\u306e\u78ba\u8a8d\u3092\u524d\u63d0\u306b\u3057\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306f\u3001\u4e88\u7d04\u3068\u9867\u5ba2\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3092 API \u304b\u5b9a\u6642\u306e\u66f8\u304d\u51fa\u3057\u3067\u53d6\u308a\u307e\u3059\u3002\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u3068\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33\u306f\u3001**\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u304b\u308c\u305f\u8868\u8a08\u7b97\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u6bce\u6669\u8aad\u3080**\u3060\u3051\u3067\u8db3\u308a\u307e\u3059\u3002\n\n**\u7d22\u5f15\u306e\u9805\u76ee\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\n\n| \u9805\u76ee | \u578b\u3068\u89e3\u6790 | \u4f7f\u3044\u3069\u3053\u308d |\n|:--|:--|:--|\n| `name_kanji` | text\uff08kuromoji\uff09 | \u8868\u793a\u3068\u3001\u6f22\u5b57\u3060\u3051\u306e\u8a18\u9332\u306e\u691c\u7d22 |\n| `name_kana` | text\uff08ICU \u306e `Hiragana-Katakana` \u3068 cjk_width\uff09 | \u3075\u308a\u304c\u306a\u306e\u4e00\u81f4 |\n| `name_latin` | text\uff08ICU \u306e `Any-Latin` \u3068\u8a18\u53f7\u306e\u9664\u53bb\u3001\u5c0f\u6587\u5b57\uff09 | \u30ed\u30fc\u30de\u5b57\u306e\u8fd1\u3044\u4e00\u81f4 |\n| `phone`\uff0f`email` | keyword\uff08\u6b63\u898f\u5316\u6e08\u307f\uff09 | \u5f37\u3044\u624b\u304c\u304b\u308a |\n| `record_type` | keyword\uff08`stay`\u3001`complaint`\u3001`allergy`\u3001`preference`\uff09 | \u90e8\u7f72\u3054\u3068\u306e\u7533\u3057\u9001\u308a\u306e\u632f\u308a\u5206\u3051 |\n| `guest_key` | keyword | \u78ba\u304b\u3081\u305f\u7d50\u3073\u3064\u304d |\n| `recorded_at` | date | \u8a18\u9332\u306e\u65b0\u3057\u3055 |\n\n**\u3075\u308a\u304c\u306a\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u8a18\u9332\u306f\u3001kuromoji \u306e\u8aad\u307f\u306e\u5909\u63db\u3067\u88dc\u3044\u307e\u3059\u3002** `kuromoji_readingform` \u306f\u3001\u30c8\u30fc\u30af\u30f3\u3092\u8aad\u307f\uff08\u30ab\u30bf\u30ab\u30ca\u3001\u307e\u305f\u306f `use_romaji` \u3067\u30ed\u30fc\u30de\u5b57\uff09\u306b\u7f6e\u304d\u63db\u3048\u308b\u30d5\u30a3\u30eb\u30bf\u3067\u3001\u6f22\u5b57\u306b\u306f\u8aad\u307f\u304c\u8907\u6570\u3042\u308b\u305f\u3081\u3001**kuromoji \u306e\u8f9e\u66f8\u306e\u8aad\u307f\u3092\u4f7f\u3046**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4eba\u540d\u306e\u8aad\u307f\u306f\u8f9e\u66f8\u3069\u304a\u308a\u3068\u306f\u9650\u3089\u306a\u3044**\uff08\u300c\u6771\u6d77\u6797\u300d\u300c\u5c0f\u9ce5\u904a\u300d\u306a\u3069\uff09\u306e\u3067\u3001\u88dc\u3063\u305f\u8aad\u307f\u306b\u306f\u5370\u3092\u4ed8\u3051\u3001**\u4e00\u81f4\u3057\u3066\u3082\u5f31\u3044\u624b\u304c\u304b\u308a\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u96fb\u8a71\u756a\u53f7\u306e\u6b63\u898f\u5316** \u2026 \u30cf\u30a4\u30d5\u30f3\u3068\u7a7a\u767d\u3092\u9664\u304d\u3001\u56fd\u756a\u53f7\u4ed8\u304d\uff08+81\uff09\u30680\u59cb\u307e\u308a\u3092\u540c\u3058\u5f62\u306b\u305d\u308d\u3048\u307e\u3059\n2. **\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306e\u6b63\u898f\u5316** \u2026 \u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u4e88\u7d04\u30b5\u30a4\u30c8\u304c\u4e2d\u7d99\u7528\u306b\u767a\u884c\u3059\u308b\u30a2\u30c9\u30ec\u30b9\u306f\u3001\u624b\u304c\u304b\u308a\u304b\u3089\u5916\u3057\u307e\u3059\n3. **\u6c0f\u540d\u306e\u5206\u89e3** \u2026 \u59d3\u3068\u540d\u306e\u533a\u5207\u308a\u3092\u5224\u5b9a\u3057\u3001\u30ed\u30fc\u30de\u5b57\u306e\u59d3\u540d\u304c\u9006\u9806\u3067\u5165\u3063\u305f\u4e88\u7d04\u306f\u4e21\u65b9\u306e\u9806\u3067\u6301\u305f\u305b\u307e\u3059\n4. **\u3075\u308a\u304c\u306a\u306e\u88dc\u5b8c** \u2026 \u3075\u308a\u304c\u306a\u304c\u7121\u3044\u8a18\u9332\u306f\u3001\u8aad\u307f\u306e\u5909\u63db\u3067\u88dc\u3044\u3001\u88dc\u3063\u305f\u3053\u3068\u3092\u5370\u306b\u3057\u307e\u3059\n5. **\u82e6\u60c5\u306e\u8a18\u9332\u3068\u4e88\u7d04\u306e\u7d50\u3073\u76f4\u3057** \u2026 \u65e5\u4ed8\u3068\u90e8\u5c4b\u756a\u53f7\u304b\u3089\u4e88\u7d04\u3092\u5f15\u304d\u3001\u6c0f\u540d\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u3092\u4ed8\u3051\u307e\u3059\n6. **\u8a18\u9332\u306e\u6587\u304b\u3089\u306e\u8981\u70b9\u306e\u53d6\u308a\u51fa\u3057** \u2026 Claude \u3067\u3001\u82e6\u60c5\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304b\u3089\u90e8\u7f72\u30fb\u8981\u70b9\u30fb\u5bfe\u5fdc\u306e\u7d50\u679c\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u898b\u843d\u3068\u3059\u3068\u3001\u540d\u5bc4\u305b\u304c\u5d29\u308c\u307e\u3059\u3002** \u4e88\u7d04\u30b5\u30a4\u30c8\u306b\u3088\u3063\u3066\u306f\u3001\u5bbf\u6cca\u5ba2\u306e\u672c\u5f53\u306e\u30a2\u30c9\u30ec\u30b9\u3067\u306f\u306a\u304f**\u4e88\u7d04\u3054\u3068\u306e\u4e2d\u7d99\u7528\u306e\u30a2\u30c9\u30ec\u30b9**\u304c\u5c4a\u304d\u307e\u3059\u3002\u305d\u308c\u3092\u5f37\u3044\u624b\u304c\u304b\u308a\u306b\u4f7f\u3046\u3068\u3001\u4e00\u81f4\u3057\u306a\u3044\u306e\u304c\u666e\u901a\u306b\u306a\u308a\u3001\u5f37\u3044\u624b\u304c\u304b\u308a\u304c\u50cd\u304d\u307e\u305b\u3093\u3002\n\n**3\u756a\u76ee\u306e\u9006\u9806\u306f\u3001\u6d77\u5916\u306e\u4e88\u7d04\u30b5\u30a4\u30c8\u3067\u983b\u7e41\u306b\u8d77\u304d\u307e\u3059\u3002** \u300cTARO WATANABE\u300d\u3068\u300cWATANABE TARO\u300d\u306f\u3001\u30ed\u30fc\u30de\u5b57\u306e\u4e00\u81f4\u3067\u306f\u5225\u306e\u8a9e\u306e\u4e26\u3073\u3067\u3059\u3002**\u4e21\u65b9\u306e\u9806\u3067\u7d22\u5f15\u306b\u5165\u308c\u3001\u3069\u3061\u3089\u3067\u5f53\u305f\u3063\u305f\u304b\u3092\u5019\u88dc\u306b\u66f8\u304d\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**AI\u306e\u4ed5\u4e8b\u306f2\u304b\u6240\u3067\u3059\u3002\u53d6\u308a\u8fbc\u307f\u6642\u306e\u8981\u70b9\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u78ba\u304b\u3081\u305f\u8a18\u9332\u304b\u3089\u306e\u7533\u3057\u9001\u308a\u306e\u6848\u3067\u3059\u3002** \u540c\u3058\u4eba\u306e\u5019\u88dc\u3092\u63a2\u3059\u306e\u306f\u691c\u7d22\u57fa\u76e4\u3067\u3001**AI\u306b\u540d\u5bc4\u305b\u3092\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| \u5834\u9762 | \u3055\u305b\u308b\u3053\u3068 |\n|:--|:--|\n| \u53d6\u308a\u8fbc\u307f | \u82e6\u60c5\u306e\u8a18\u9332\u304b\u3089\u3001\u95a2\u4fc2\u3059\u308b\u90e8\u7f72\uff08\u30d5\u30ed\u30f3\u30c8\uff0f\u5ba2\u5ba4\uff0f\u30ec\u30b9\u30c8\u30e9\u30f3\uff0f\u8a2d\u5099\uff09\u3001\u8981\u70b9\u3001\u5bfe\u5fdc\u306e\u7d50\u679c\u3001\u6b21\u56de\u306e\u914d\u616e\u306e\u30e1\u30e2\u3092\u53d6\u308a\u51fa\u3059 |\n| \u53d6\u308a\u8fbc\u307f | \u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304b\u3089\u3001\u7533\u3057\u51fa\u306e\u5185\u5bb9\uff08\u98df\u6750\u306e\u540d\u524d\uff09\u3068\u3001\u30ec\u30b9\u30c8\u30e9\u30f3\u304c\u884c\u3063\u305f\u5bfe\u5fdc\u3092\u53d6\u308a\u51fa\u3059 |\n| \u5230\u7740\u524d | \u78ba\u304b\u3081\u305f\u8a18\u9332\u3060\u3051\u3092\u4f7f\u3044\u3001\u90e8\u7f72\u3054\u3068\u306e\u7533\u3057\u9001\u308a\u306e\u6848\u3092\u4f5c\u308b\u3002\u5404\u6587\u306b\u8a18\u9332\u306e\u5f15\u7528\u3092\u4ed8\u3051\u308b |\n| \u5230\u7740\u524d | \u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u7533\u3057\u51fa\u306b\u306f\u65e5\u4ed8\u3092\u6dfb\u3048\u3001\u672c\u4eba\u3078\u306e\u78ba\u8a8d\u306e\u4e00\u6587\u3092\u4ed8\u3051\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u540c\u3058\u4eba\u304b\u3069\u3046\u304b\u306e\u5224\u65ad | \u540c\u59d3\u540c\u540d\u306e\u5225\u4eba\u306e\u8a18\u9332\u304c\u8f09\u308b\u3002\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u308b |\n| \u5bbf\u6cca\u5ba2\u306e\u4eba\u67c4\u3084\u300c\u8981\u6ce8\u610f\u300d\u306e\u8a55\u4fa1 | \u82e6\u60c5\u306f\u5bfe\u5fdc\u306e\u8a18\u9332\u3067\u3001\u4eba\u306e\u8a55\u4fa1\u3067\u306f\u306a\u3044 |\n| \u30a2\u30ec\u30eb\u30ae\u30fc\u3078\u306e\u5bfe\u5fdc\u306e\u6c7a\u5b9a | \u5185\u5bb9\u3068\u7a0b\u5ea6\u306f\u672c\u4eba\u3068\u30ec\u30b9\u30c8\u30e9\u30f3\u304c\u78ba\u304b\u3081\u3066\u6c7a\u3081\u308b |\n| \u8a18\u9332\u306b\u7121\u3044\u597d\u307f\u306e\u63a8\u6e2c | \u300c\u524d\u56de\u306f\u548c\u671d\u98df\u3060\u3063\u305f\u306e\u3067\u548c\u98df\u304c\u304a\u597d\u307f\u300d\u306e\u3088\u3046\u306a\u63a8\u6e2c\u306f\u66f8\u304b\u306a\u3044 |\n| \u53e4\u3044\u8a18\u9332\u3092\u4eca\u3082\u6709\u52b9\u306a\u3082\u306e\u3068\u3057\u3066\u66f8\u304f\u3053\u3068 | \u8a18\u9332\u306e\u65e5\u4ed8\u3092\u5fc5\u305a\u6dfb\u3048\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u5916\u305b\u306a\u3044\u7dda\u3067\u3059\u3002** \u82e6\u60c5\u306e\u8a18\u9332\u3092\u8981\u7d04\u3055\u305b\u308b\u3068\u3001AI\u306f\u300c\u30af\u30ec\u30fc\u30e0\u306e\u591a\u3044\u304a\u5ba2\u69d8\u300d\u300c\u8981\u6ce8\u610f\u300d\u306e\u3088\u3046\u306a\u8a00\u8449\u3067\u307e\u3068\u3081\u305f\u304c\u308a\u307e\u3059\u3002**\u305d\u306e\u4e00\u8a00\u304c\u7533\u3057\u9001\u308a\u306b\u8f09\u308b\u3068\u3001\u30b9\u30bf\u30c3\u30d5\u306e\u63a5\u3057\u65b9\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u66f8\u304f\u306e\u306f\u300c\u524d\u56de\u3001\u4f55\u304c\u3042\u308a\u3001\u4f55\u3092\u3057\u305f\u304b\u300d\u307e\u3067\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n**\u53d6\u308a\u8fbc\u307f\u6642\uff08\u82e6\u60c5\u306e\u8a18\u9332\u306e\u8981\u70b9\uff09\uff1a**\n\n```\n\u3042\u306a\u305f\u306f\u30db\u30c6\u30eb\u306e\u30b2\u30b9\u30c8\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u62c5\u5f53\u3067\u3059\u3002\n\u82e6\u60c5\u3068\u3054\u610f\u898b\u306e\u5bfe\u5fdc\u8a18\u9332\u304b\u3089\u3001\u6b21\u56de\u306e\u6ede\u5728\u306b\u5f79\u7acb\u3064\u8981\u70b9\u3092\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002\n\u8a18\u9332\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011\n- departments\uff1a\u95a2\u4fc2\u3059\u308b\u90e8\u7f72\uff08front\uff0fhousekeeping\uff0frestaurant\uff0ffacility\uff09\n- issue\uff1a\u4f55\u304c\u3042\u3063\u305f\u304b\uff081\u301c2\u6587\u3002\u4e8b\u5b9f\u3060\u3051\uff09\n- resolution\uff1a\u30db\u30c6\u30eb\u304c\u884c\u3063\u305f\u5bfe\u5fdc\uff08\u8fd4\u91d1\u3001\u90e8\u5c4b\u306e\u5909\u66f4\u3001\u304a\u8a6b\u3073\u306e\u54c1\u306a\u3069\uff09\n- next_time\uff1a\u8a18\u9332\u306b\u66f8\u304b\u308c\u305f\u300c\u6b21\u56de\u306e\u914d\u616e\u300d\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5bbf\u6cca\u5ba2\u306e\u4eba\u67c4\u3001\u6027\u683c\u3001\u614b\u5ea6\u3092\u8868\u3059\u8a00\u8449\u3092\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u8981\u6ce8\u610f\u300d\u300c\u30af\u30ec\u30fc\u30de\u30fc\u300d\u300c\u6c17\u96e3\u3057\u3044\u300d\u306a\u3069\u306e\u8a55\u4fa1\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5bfe\u5fdc\u3084\u914d\u616e\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5065\u5eb7\u72b6\u614b\u3084\u30a2\u30ec\u30eb\u30ae\u30fc\u306b\u95a2\u3059\u308b\u8a18\u8f09\u304c\u3042\u308c\u3070\u3001\u5185\u5bb9\u3092\u8981\u7d04\u305b\u305a\n  health_mention \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\uff08\u5225\u306e\u6271\u3044\u306b\u3057\u307e\u3059\uff09\u3002\n```\n\n**\u5230\u7740\u524d\uff08\u7533\u3057\u9001\u308a\u306e\u6848\uff09\uff1a**\n\n```\n\u3042\u306a\u305f\u306f\u30db\u30c6\u30eb\u306e\u30d5\u30ed\u30f3\u30c8\u306e\u62c5\u5f53\u3067\u3001\u7fcc\u65e5\u5230\u7740\u306e\u304a\u5ba2\u69d8\u306e\u7533\u3057\u9001\u308a\u3092\u4f5c\u308a\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u691c\u7d22\u7d50\u679c\uff08\u62c5\u5f53\u8005\u304c\u540c\u3058\u4eba\u3060\u3068\u78ba\u304b\u3081\u305f\u8a18\u9332\uff09\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4e88\u7d04\u3011{reservation}\n\u3010\u78ba\u304b\u3081\u305f\u904e\u53bb\u306e\u8a18\u9332\u3011\u691c\u7d22\u7d50\u679c\u3068\u3057\u3066\u6e21\u3057\u307e\u3059\n\n\u3010\u66f8\u304f\u3053\u3068\u3011\u90e8\u7f72\u3054\u3068\u306b\u5206\u3051\u3066\n1. \u30d5\u30ed\u30f3\u30c8\uff1a\u904e\u53bb\u306e\u6ede\u5728\u306e\u56de\u6570\u3068\u76f4\u8fd1\u306e\u65e5\u4ed8\u3001\u5ba2\u5ba4\u306e\u5e0c\u671b\n2. \u5ba2\u5ba4\uff1a\u90e8\u5c4b\u306e\u4f4d\u7f6e\u3084\u8a2d\u5099\u306b\u3064\u3044\u3066\u306e\u904e\u53bb\u306e\u8981\u671b\u3068\u5bfe\u5fdc\n3. \u30ec\u30b9\u30c8\u30e9\u30f3\uff1a\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u7533\u3057\u51fa\uff08\u7533\u3057\u51fa\u306e\u65e5\u4ed8\u3092\u5fc5\u305a\u6dfb\u3048\u308b\uff09\n4. \u524d\u56de\u306e\u6ede\u5728\u3067\u306e\u82e6\u60c5\u3068\u3001\u30db\u30c6\u30eb\u304c\u884c\u3063\u305f\u5bfe\u5fdc\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u30a2\u30ec\u30eb\u30ae\u30fc\u306f\u300c\u25cb\u5e74\u25cb\u6708\u306e\u7533\u3057\u51fa\u300d\u3068\u65e5\u4ed8\u3092\u66f8\u304d\u3001\n  \u300c\u5230\u7740\u6642\u306b\u672c\u4eba\u3078\u73fe\u5728\u306e\u5185\u5bb9\u3092\u78ba\u8a8d\u300d\u306e\u4e00\u6587\u3092\u5fc5\u305a\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u304a\u5ba2\u69d8\u306e\u4eba\u67c4\u3084\u8a55\u4fa1\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306b\u7121\u3044\u597d\u307f\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u304c3\u5e74\u4ee5\u4e0a\u524d\u306e\u3082\u306e\u306f\u3001\u305d\u306e\u65e8\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u691c\u7d22\u7d50\u679c\u306f\u3001Claude \u306e\u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3057\u307e\u3059\u3002** 1\u4ef6\u306e\u8a18\u9332\u30921\u3064\u306e `search_result` \u306b\u3057\u3001`source` \u306b\u8a18\u9332\u306e\u756a\u53f7\u3001`title` \u306b\u8a18\u9332\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u3001`content` \u306b\u8a18\u9332\u306e\u672c\u6587\u3092\u5165\u308c\u307e\u3059\u3002\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u5f15\u7528\u306f `content` \u306e\u4e2d\u306e\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u3092\u5358\u4f4d\u306b\u4ed8\u304d\u3001**\u5f15\u7528\u3055\u308c\u305f\u7bc4\u56f2\u304c\u30d6\u30ed\u30c3\u30af\u306e\u756a\u53f7\u3067\u8fd4\u308a\u307e\u3059\u3002** \u7533\u3057\u9001\u308a\u306e1\u6587\u3054\u3068\u306b\u3001\u3069\u306e\u8a18\u9332\u304b\u3089\u6765\u305f\u304b\u3092\u62c5\u5f53\u8005\u304c\u8fbf\u308c\u307e\u3059\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306f Amazon Bedrock \u3067\u3082\u4f7f\u3048\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u5230\u7740\u524d\u306e\u5019\u88dc\u306e\u4e00\u89a7\u306f\u3001\u6b21\u306e\u5f62\u3067\u62c5\u5f53\u8005\u306e\u753b\u9762\u306b\u51fa\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"reservation_id\": \"R-20261008-0412\",\n  \"arrival\": \"2026-10-08\",\n  \"guest_on_booking\": { \"name_latin\": \"watanabe taro\", \"channel\": \"ota_overseas\" },\n  \"candidates\": [\n    {\n      \"profile_id\": \"P-0031877\",\n      \"match\": [\"phone_exact\", \"name_kana\", \"name_latin_fuzzy\"],\n      \"name_kanji\": \"\u6e21\u908a \u592a\u90ce\",\n      \"last_stay\": \"2025-11-14\",\n      \"records\": { \"stay\": 4, \"complaint\": 1, \"allergy\": 1 },\n      \"status\": \"unconfirmed | confirmed_same | confirmed_different\"\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`match` \u306b\u4e00\u81f4\u306e\u7a2e\u985e\u3092\u4e26\u3079\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u96fb\u8a71\u306e\u5b8c\u5168\u4e00\u81f4\u304c\u3042\u308b\u304b\u3001\u540d\u524d\u3060\u3051\u306e\u4e00\u81f4\u304b\u3067\u3001**\u62c5\u5f53\u8005\u306e\u78ba\u304b\u3081\u65b9\u304c\u5909\u308f\u308a\u307e\u3059\u3002** \u540d\u524d\u3060\u3051\u306e\u5019\u88dc\u306f\u3001\u904e\u53bb\u306e\u4f4f\u6240\u3084\u5e74\u9f62\u5c64\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`confirmed_different` \u3092\u6b8b\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u5225\u4eba\u3060\u3068\u5224\u65ad\u3057\u305f\u7d44\u3092\u8a18\u9332\u3057\u3066\u304a\u304f\u3068\u3001**\u6b21\u56de\u306e\u691c\u7d22\u3067\u540c\u3058\u5019\u88dc\u3092\u51fa\u3057\u7d9a\u3051\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`records` \u306e\u4ef6\u6570\u3067\u3001\u958b\u304f\u9806\u756a\u3092\u6c7a\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u82e6\u60c5\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304c\u3042\u308b\u5019\u88dc\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u8981\u6c42\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u7d44\u307f\u307e\u3059\u3002**\n\n```json\n{\n  \"query\": {\n    \"bool\": {\n      \"should\": [\n        { \"term\": { \"phone\": { \"value\": \"+819012345678\", \"boost\": 5 } } },\n        { \"term\": { \"email\": { \"value\": \"t.watanabe@example.com\", \"boost\": 5 } } },\n        { \"match\": { \"name_kana\": { \"query\": \"\u30ef\u30bf\u30ca\u30d9 \u30bf\u30ed\u30a6\", \"boost\": 2 } } },\n        { \"match\": { \"name_latin\": { \"query\": \"watanabe taro\",\n                                     \"fuzziness\": \"AUTO\", \"operator\": \"and\" } } }\n      ],\n      \"minimum_should_match\": 1\n    }\n  }\n}\n```\n\n**\u30ed\u30fc\u30de\u5b57\u306e\u8fd1\u3044\u4e00\u81f4\u306f\u3001`fuzziness` \u306e `AUTO` \u306b\u4efb\u305b\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`AUTO` \u306f\u8a9e\u306e\u9577\u3055\u3067\u8a31\u3059\u9055\u3044\u306e\u6570\u3092\u5909\u3048\u3001**0\u301c2\u6587\u5b57\u306f\u5b8c\u5168\u4e00\u81f4\u30013\u301c5\u6587\u5b57\u306f1\u6587\u5b57\u307e\u3067\u30016\u6587\u5b57\u4ee5\u4e0a\u306f2\u6587\u5b57\u307e\u3067**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u300csato\u300d\u3068\u300csatou\u300d\u3001\u300cono\u300d\u3068\u300cohno\u300d\u306f1\u6587\u5b57\u306e\u9055\u3044\u3067\u62fe\u3048\u307e\u3059\u3002**`operator` \u3092 `and` \u306b\u3059\u308b\u306e\u306f\u3001\u59d3\u3060\u3051\u30fb\u540d\u3060\u3051\u306e\u4e00\u81f4\u3067\u5019\u88dc\u304c\u81a8\u3089\u3080\u306e\u3092\u9632\u3050\u305f\u3081\u3067\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | API \u307e\u305f\u306f\u5b9a\u6642\u306e\u66f8\u304d\u51fa\u3057 | \u4e88\u7d04\u3001\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3001\u6ede\u5728\u306e\u5c65\u6b74\u3092\u53d6\u308b |\n| \u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\uff0f\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33 | \u5171\u6709\u306e\u5834\u6240\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u6bce\u6669\u8aad\u3080 | \u8ffd\u52a0\u30fb\u66f4\u65b0\u3055\u308c\u305f\u884c\u3092\u53d6\u308b |\n| Claude\uff08Amazon Bedrock\uff09 | Lambda \u304b\u3089\u306e\u547c\u3073\u51fa\u3057 | \u8a18\u9332\u306e\u8981\u70b9\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u7533\u3057\u9001\u308a\u306e\u6848 |\n| Amazon OpenSearch Service | \u7d22\u5f15\u3078\u306e\u767b\u9332\u3068\u691c\u7d22 | \u540c\u3058\u4eba\u306e\u5019\u88dc\u3092\u4e00\u81f4\u306e\u7a2e\u985e\u4ed8\u304d\u3067\u8fd4\u3059 |\n| \u7533\u3057\u9001\u308a\u306e\u753b\u9762 | \u66f8\u304d\u8fbc\u307f | \u5019\u88dc\u306e\u78ba\u8a8d\u3001\u7533\u3057\u9001\u308a\u306e\u6848\u306e\u4fee\u6b63\u3068\u78ba\u5b9a |\n\n**\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u30682\u3064\u306e\u53f0\u5e33\u306b\u306f\u3001\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u305f\u7d50\u3073\u3064\u304d\uff08`guest_key`\uff09\u306f\u691c\u7d22\u57fa\u76e4\u306e\u5074\u306b\u6301\u3061\u3001**\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306e\u7d71\u5408\u306f\u3001\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u624b\u9806\u3067\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u78ba\u8a8d\u306f2\u304b\u6240\u3067\u3059\u3002\u540c\u3058\u4eba\u306e\u5019\u88dc\u3068\u3001\u7533\u3057\u9001\u308a\u306e\u6848\u3067\u3059\u3002**\n\n1. **\u96fb\u8a71\u304b\u30e1\u30fc\u30eb\u304c\u4e00\u81f4\u3057\u305f\u5019\u88dc** \u2026 \u540d\u524d\u3068\u6700\u5f8c\u306e\u6ede\u5728\u65e5\u3092\u898b\u3066\u3001\u540c\u3058\u4eba\u3068\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002\u307b\u3068\u3093\u3069\u306f\u3053\u3053\u3067\u6e08\u307f\u307e\u3059\n2. **\u540d\u524d\u3060\u3051\u304c\u4e00\u81f4\u3057\u305f\u5019\u88dc** \u2026 \u904e\u53bb\u306e\u4f4f\u6240\u3001\u540c\u4f34\u8005\u3001\u5229\u7528\u306e\u50be\u5411\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\u3002**\u6c7a\u3081\u304d\u308c\u306a\u3051\u308c\u3070\u300c\u672a\u78ba\u8a8d\u300d\u306e\u307e\u307e\u6b8b\u3057\u3001\u7533\u3057\u9001\u308a\u306b\u306f\u4f7f\u3044\u307e\u305b\u3093**\n3. **\u7533\u3057\u9001\u308a\u306e\u6848\u3092\u8aad\u3080** \u2026 \u5f15\u7528\u3092\u8fbf\u308a\u3001\u90e8\u7f72\u3054\u3068\u306e\u6587\u3092\u76f4\u3057\u3066\u78ba\u5b9a\u3057\u307e\u3059\u3002**\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u884c\u306b\u65e5\u4ed8\u3068\u78ba\u8a8d\u306e\u4e00\u6587\u304c\u3042\u308b\u304b\u3092\u5fc5\u305a\u898b\u307e\u3059**\n4. **\u5230\u7740\u6642\u306b\u672c\u4eba\u306b\u78ba\u304b\u3081\u308b** \u2026 \u30a2\u30ec\u30eb\u30ae\u30fc\u3068\u524d\u56de\u306e\u8981\u671b\u306f\u3001\u30d5\u30ed\u30f3\u30c8\u304b\u30ec\u30b9\u30c8\u30e9\u30f3\u304c\u672c\u4eba\u306b\u73fe\u5728\u306e\u5185\u5bb9\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**1\u4ef6\u3042\u305f\u308a3\u5206\u3092\u76ee\u5b89\u306b\u3057\u307e\u3059\u3002** \u96fb\u8a71\u3084\u30e1\u30fc\u30eb\u304c\u4e00\u81f4\u3059\u308b\u5019\u88dc\u306f\u6570\u5341\u79d2\u3067\u78ba\u5b9a\u3057\u3001\u540d\u524d\u3060\u3051\u306e\u5019\u88dc\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304c\u3042\u308b\u4e88\u7d04\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002**\u306a\u3089\u3057\u30663\u5206\u3067\u3059\u3002**\n\n**2\u756a\u76ee\u3067\u300c\u672a\u78ba\u8a8d\u300d\u306e\u307e\u307e\u6b8b\u3059\u3053\u3068\u3092\u3001\u5931\u6557\u3068\u8003\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6c7a\u3081\u304d\u308c\u306a\u3044\u5019\u88dc\u3092\u7121\u7406\u306b\u7d50\u3073\u3064\u3051\u308b\u3088\u308a\u3001**\u5230\u7740\u6642\u306b\u30d5\u30ed\u30f3\u30c8\u304c\u300c\u4ee5\u524d\u306b\u3082\u304a\u6cca\u307e\u308a\u3044\u305f\u3060\u3044\u3066\u3044\u307e\u3059\u304b\u300d\u3068\u4e00\u8a00\u305f\u305a\u306d\u308b**\u307b\u3046\u304c\u78ba\u304b\u3067\u3059\u3002\u672c\u4eba\u306e\u7b54\u3048\u3067\u7d50\u3073\u3064\u304d\u3092\u78ba\u5b9a\u3057\u3001\u305d\u306e\u5834\u3067\u8a18\u9332\u306b\u6b8b\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5019\u88dc\u304c1\u4ef6\u3082\u7121\u3044 | \u300c\u904e\u53bb\u306e\u8a18\u9332\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u51fa\u3059\u3002**\u521d\u3081\u3066\u306e\u304a\u5ba2\u69d8\u3068\u65ad\u5b9a\u3057\u306a\u3044** |\n| \u540d\u524d\u3060\u3051\u306e\u5019\u88dc\u304c\u591a\u6570 | \u4e0a\u4f4d5\u4ef6\u307e\u3067\u306b\u3057\u3001\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u306e\u4e00\u81f4\u304c\u7121\u3044\u3053\u3068\u3092\u753b\u9762\u306b\u51fa\u3059 |\n| \u540c\u59d3\u540c\u540d\u306e\u5225\u4eba\u3068\u5224\u65ad\u3057\u305f | `confirmed_different` \u3068\u3057\u3066\u6b8b\u3057\u3001\u6b21\u56de\u306e\u5019\u88dc\u304b\u3089\u5916\u3059 |\n| \u88dc\u3063\u305f\u8aad\u307f\u3067\u3060\u3051\u4e00\u81f4\u3057\u305f | \u5f31\u3044\u624b\u304c\u304b\u308a\u3068\u3057\u3066\u8868\u793a\u3057\u3001\u62c5\u5f53\u8005\u306b\u5fc5\u305a\u78ba\u304b\u3081\u3066\u3082\u3089\u3046 |\n| \u4e88\u7d04\u30b5\u30a4\u30c8\u306e\u4e2d\u7d99\u7528\u30a2\u30c9\u30ec\u30b9 | \u624b\u304c\u304b\u308a\u304b\u3089\u5916\u3059 |\n| \u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304c\u53e4\u3044 | \u65e5\u4ed8\u3092\u51fa\u3057\u3001\u672c\u4eba\u3078\u306e\u78ba\u8a8d\u3092\u7533\u3057\u9001\u308a\u306b\u5165\u308c\u308b |\n| \u5065\u5eb7\u306b\u95a2\u3059\u308b\u8a18\u8f09\u304c\u82e6\u60c5\u306e\u8a18\u9332\u306b\u3042\u308b | \u8981\u7d04\u305b\u305a\u3001\u95b2\u89a7\u3067\u304d\u308b\u5f79\u5272\u3092\u9650\u3063\u305f\u9805\u76ee\u306b\u5206\u3051\u308b |\n| Bedrock \u306e\u547c\u3073\u51fa\u3057\u306b\u5931\u6557\u3057\u305f | \u5019\u88dc\u306e\u4e00\u89a7\u3060\u3051\u3092\u51fa\u3057\u3001\u7533\u3057\u9001\u308a\u306f\u62c5\u5f53\u8005\u304c\u66f8\u304f |\n\n**1\u884c\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u898b\u3064\u304b\u3089\u306a\u3044\u3053\u3068\u306f\u3001**\u521d\u3081\u3066\u306e\u304a\u5ba2\u69d8\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u305b\u3093\u3002** \u65e7\u59d3\u3001\u52e4\u52d9\u5148\u306e\u540d\u7fa9\u3001\u540c\u4f34\u8005\u306e\u540d\u7fa9\u3067\u6cca\u307e\u3063\u3066\u3044\u305f\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\n\n**7\u884c\u76ee\u306f\u3001\u53d6\u308a\u8fbc\u307f\u306e\u6bb5\u3067\u5206\u3051\u307e\u3059\u3002** \u82e6\u60c5\u306e\u8a18\u9332\u306b\u306f\u300c\u4f53\u8abf\u3092\u5d29\u3055\u308c\u305f\u300d\u300c\u6301\u75c5\u306e\u85ac\u3092\u90e8\u5c4b\u306b\u5fd8\u308c\u305f\u300d\u306e\u3088\u3046\u306a\u8a18\u8f09\u304c\u6df7\u3056\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8981\u70b9\u306b\u542b\u3081\u308b\u3068\u3001\u82e6\u60c5\u306e\u8981\u70b9\u3092\u898b\u3089\u308c\u308b\u5f79\u5272\u306e\u5168\u54e1\u306b\u5065\u5eb7\u306e\u60c5\u5831\u304c\u898b\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u53d6\u308a\u8fbc\u307f\u306e\u6307\u793a\u3067 `health_mention` \u3092\u7acb\u3066\u3055\u305b\u3001\u305d\u306e\u8a18\u9332\u3060\u3051\u95b2\u89a7\u306e\u5f79\u5272\u3092\u7d5e\u3063\u305f\u9805\u76ee\u306b\u79fb\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d6\u308a\u8fbc\u3093\u3060\u8a18\u9332\u306e\u5143\u306e\u53f0\u5e33\u3068\u884c\u3001\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\n- \u5230\u7740\u524d\u306e\u691c\u7d22\u3054\u3068\u306e\u4e88\u7d04\u3001\u5019\u88dc\u3001\u4e00\u81f4\u306e\u7a2e\u985e\n- **\u62c5\u5f53\u8005\u304c\u540c\u3058\u4eba\u30fb\u5225\u4eba\u3068\u5224\u65ad\u3057\u305f\u8a18\u9332** \u2026 \u8ab0\u304c\u3001\u3044\u3064\u3001\u4f55\u3092\u898b\u3066\u5224\u65ad\u3057\u305f\u304b\n- Claude \u306b\u6e21\u3057\u305f\u8a18\u9332\u3068\u3001\u8fd4\u3063\u3066\u304d\u305f\u7533\u3057\u9001\u308a\u306e\u6848\u3068\u5f15\u7528\n- \u62c5\u5f53\u8005\u304c\u78ba\u5b9a\u3057\u305f\u7533\u3057\u9001\u308a\u3068\u3001\u6848\u304b\u3089\u306e\u76f4\u3057\n- **\u5230\u7740\u5f8c\u306b\u3001\u8a18\u9332\u306e\u7d50\u3073\u3064\u304d\u304c\u8aa4\u3063\u3066\u3044\u305f\u3068\u5206\u304b\u3063\u305f\u4ef6**\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u7cbe\u5ea6\u3092\u6e2c\u308b\u6750\u6599\u3067\u3059\u3002** \u5225\u4eba\u306e\u8a18\u9332\u3092\u7d50\u3073\u3064\u3051\u3066\u3044\u305f\u4ef6\u306f\u3001**\u3069\u306e\u4e00\u81f4\u306e\u7a2e\u985e\u3067\u8d77\u304d\u305f\u304b**\u3092\u898b\u3066\u3001\u540d\u524d\u3060\u3051\u306e\u4e00\u81f4\u306e\u6271\u3044\u3092\u898b\u76f4\u3057\u307e\u3059\u3002","minimal_setup":"1. \u6765\u9031\u5230\u7740\u3059\u308b\u4e88\u7d04\u304b\u3089\u3001\u904e\u53bb\u306b\u6cca\u307e\u3063\u305f\u3053\u3068\u304c\u3042\u308a\u305d\u3046\u306a30\u4ef6\u3092\u9078\u3076\n2. \u30d9\u30c6\u30e9\u30f3\u306e\u62c5\u5f53\u8005\u306b\u3001\u305d\u306e30\u4ef6\u306e\u7533\u3057\u9001\u308a\u3092\u4eca\u306e\u3084\u308a\u65b9\u3067\u66f8\u3044\u3066\u3082\u3089\u3046\n3. 30\u4ef6\u306b\u3064\u3044\u3066\u3001\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u30fb\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u30fb\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33\u304b\u3089\u3001\u6c0f\u540d\u306e\u5019\u88dc\u306b\u306a\u308b\u8a18\u9332\u3092\u624b\u3067\u629c\u304d\u51fa\u3059\uff08\u3075\u308a\u304c\u306a\u3068\u30ed\u30fc\u30de\u5b57\u306e\u9055\u3044\u3092\u542b\u3081\u3066\u5e83\u3081\u306b\uff09\n4. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u300c\u540c\u3058\u4eba\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u8a18\u9332\u3092\u3001\u4e00\u81f4\u3057\u305f\u624b\u304c\u304b\u308a\u3054\u3068\u306b\u5206\u3051\u3066\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\u540c\u3058\u4eba\u3060\u3068\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u5019\u88dc\u3068\u3001\u30d9\u30c6\u30e9\u30f3\u306e\u7533\u3057\u9001\u308a\u3092\u898b\u6bd4\u3079\u308b\n\n**\u30d9\u30c6\u30e9\u30f3\u3068\u4e00\u7dd2\u306b\u898b\u3066\u304f\u3060\u3055\u3044\u3002** \u30d9\u30c6\u30e9\u30f3\u304c\u899a\u3048\u3066\u3044\u3066\u8a18\u9332\u304b\u3089\u62fe\u3048\u306a\u304b\u3063\u305f\u3082\u306e\u3001\u8a18\u9332\u306b\u3042\u3063\u3066\u30d9\u30c6\u30e9\u30f3\u3082\u6c17\u3065\u304b\u306a\u304b\u3063\u305f\u3082\u306e\u306e\u4e21\u65b9\u3092\u6570\u3048\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u30d9\u30c6\u30e9\u30f3\u306e\u7533\u3057\u9001\u308a\u3068\u540c\u3058\u8a18\u9332\u304c\u62fe\u3048\u305f | **\u7d22\u5f15\u3068\u8868\u8a18\u306e\u5909\u63db\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u540c\u3058\u4eba\u3060\u3068\u65ad\u5b9a\u3057\u3066\u5225\u4eba\u306e\u8a18\u9332\u3092\u6df7\u305c\u305f | \u6307\u793a\u3068\u78ba\u8a8d\u306e\u624b\u9806\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u82e6\u60c5\u306e\u8a18\u9332\u306b\u6c0f\u540d\u304c\u7121\u304f\u3001\u7d50\u3073\u76f4\u305b\u306a\u3044 | **\u82e6\u60c5\u306e\u8a18\u9332\u306e\u66f8\u304d\u65b9\u304c\u5148\u3002** \u691c\u7d22\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u306b\u4e88\u7d04\u756a\u53f7\u306e\u5217\u3092\u8db3\u3057\u307e\u3059\u3002** 1\u5217\u3042\u308b\u3060\u3051\u3067\u3001\u7d50\u3073\u76f4\u3057\u306e\u624b\u9593\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002","minimal_setup_short":"\u5019\u88dc\u306e\u8a18\u9332\u3092\u624b\u3067\u629c\u304d\u51fa\u3057\u3001AI\u30b5\u30fc\u30d3\u30b9\u3067\u4e26\u3079\u3055\u305b\u308b \uff0f 30\u4ef6\u3067\u306e\u8a66\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u306e\u4e00\u81f4\u3068\u3001\u3075\u308a\u304c\u306a\u306e\u4e00\u81f4\u3067\u5019\u88dc\u3092\u81ea\u52d5\u3067\u51fa\u3059 \uff0f \u5f37\u3044\u624b\u304c\u304b\u308a\u3067\u306e\u5019\u88dc\u306e\u4e00\u89a7","full_setup":"\u4e0a\u8a18\uff0b\u30ed\u30fc\u30de\u5b57\u306e\u8fd1\u3044\u4e00\u81f4\u3001\u78ba\u304b\u3081\u305f\u7d50\u3073\u3064\u304d\u306e\u84c4\u7a4d\u3001\u82e6\u60c5\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8981\u70b9\u306e\u53d6\u308a\u51fa\u3057\u3001\u5f15\u7528\u4ed8\u304d\u306e\u7533\u3057\u9001\u308a\u306e\u6848 \uff0f \u5230\u7740\u524d\u306e\u78ba\u8a8d\u306e\u5168\u4f53","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u3001\u96fb\u8a71\u3084\u30e1\u30fc\u30eb\u304c\u4e00\u81f4\u3059\u308b\u4e88\u7d04\u306e\u591a\u304f\u306f\u7247\u4ed8\u304d\u307e\u3059\u3002** \u305f\u3060\u3057\u6d77\u5916\u306e\u4e88\u7d04\u30b5\u30a4\u30c8\u306e\u30ed\u30fc\u30de\u5b57\u3060\u3051\u306e\u4e88\u7d04\u3068\u3001\u82e6\u60c5\u306e\u8a18\u9332\u3068\u306e\u7d50\u3073\u76f4\u3057\u306f\u624b\u4f5c\u696d\u306e\u307e\u307e\u3067\u3059\u3002**\u672c\u683c\u69cb\u6210\u30671\u4ef63\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30671\u304b\u6708\u904b\u7528\u3059\u308b\u3068\u3001**\u78ba\u304b\u3081\u305f\u7d50\u3073\u3064\u304d\uff08`guest_key`\uff09\u304c\u5230\u7740\u306e\u591a\u3044\u5e38\u9023\u306e\u5206\u304b\u3089\u7a4d\u307f\u4e0a\u304c\u308a\u307e\u3059\u3002** \u672c\u683c\u69cb\u6210\u306e\u540d\u524d\u3060\u3051\u306e\u4e00\u81f4\u306f\u3001\u3053\u306e\u7a4d\u307f\u4e0a\u304c\u3063\u305f\u7d50\u3073\u3064\u304d\u304c\u3042\u308b\u307b\u3069\u5019\u88dc\u304c\u7d5e\u308c\u3001\u78ba\u8a8d\u304c\u8efd\u304f\u306a\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u5225\u4eba\u306e\u8a18\u9332\u304c\u7533\u3057\u9001\u308a\u306b\u8f09\u308b | **\u540d\u524d\u3060\u3051\u306e\u4e00\u81f4\u3092\u81ea\u52d5\u3067\u7d50\u3073\u3064\u3051\u306a\u3044\u3002** \u78ba\u304b\u3081\u305f\u8a18\u9332\u3060\u3051\u3092\u4f7f\u3046 |\n| \u7570\u4f53\u5b57\u3067\u898b\u3064\u304b\u3089\u306a\u3044 | **\u3075\u308a\u304c\u306a\u3067\u675f\u306d\u308b\u3002** \u6f22\u5b57\u306e\u4e00\u81f4\u306b\u983c\u3089\u306a\u3044 |\n| \u30ed\u30fc\u30de\u5b57\u306e\u7db4\u308a\u306e\u9055\u3044\u3067\u5f53\u305f\u3089\u306a\u3044 | `fuzziness` \u3092 `AUTO` \u306b\u3059\u308b |\n| \u59d3\u3060\u3051\u306e\u4e00\u81f4\u3067\u5019\u88dc\u304c\u81a8\u3089\u3080 | `operator` \u3092 `and` \u306b\u3059\u308b |\n| \u59d3\u540d\u304c\u9006\u9806\u3067\u5f53\u305f\u3089\u306a\u3044 | \u4e21\u65b9\u306e\u9806\u3067\u7d22\u5f15\u306b\u5165\u308c\u308b |\n| \u534a\u89d2\u30ab\u30bf\u30ab\u30ca\u3067\u5f53\u305f\u3089\u306a\u3044 | cjk_width \u3067\u5168\u89d2\u306b\u305d\u308d\u3048\u308b |\n| \u88dc\u3063\u305f\u8aad\u307f\u3067\u8aa4\u3063\u3066\u4e00\u81f4\u3059\u308b | \u88dc\u3063\u305f\u8aad\u307f\u306f\u5f31\u3044\u624b\u304c\u304b\u308a\u306b\u3059\u308b |\n| \u4e2d\u7d99\u7528\u306e\u30a2\u30c9\u30ec\u30b9\u3067\u4e00\u81f4\u3057\u306a\u3044 | \u624b\u304c\u304b\u308a\u304b\u3089\u5916\u3059 |\n| \u7533\u3057\u9001\u308a\u306b\u300c\u8981\u6ce8\u610f\u300d\u3068\u66f8\u304b\u308c\u308b | \u4eba\u67c4\u30fb\u8a55\u4fa1\u306e\u8a00\u8449\u3092\u7981\u3058\u308b |\n| \u53e4\u3044\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u3092\u305d\u306e\u307e\u307e\u4f1d\u3048\u308b | \u65e5\u4ed8\u3068\u672c\u4eba\u3078\u306e\u78ba\u8a8d\u3092\u5fc5\u305a\u4ed8\u3051\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** 1\u884c\u76ee\u306f\u7d50\u3073\u3064\u3051\u3059\u304e\u30012\u884c\u76ee\u306f\u7d50\u3073\u3064\u3051\u306a\u3055\u3059\u304e\u3067\u3001**\u3069\u3061\u3089\u3082\u540d\u524d\u3092\u3069\u3046\u6271\u3046\u304b\u304b\u3089\u51fa\u3066\u3044\u307e\u3059\u3002** \u5f37\u3044\u624b\u304c\u304b\u308a\u3068\u5f31\u3044\u624b\u304c\u304b\u308a\u3092\u5206\u3051\u3066\u5019\u88dc\u306b\u51fa\u305b\u3070\u3001\u4e21\u65b9\u306e\u5931\u6557\u304c\u6e1b\u308a\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5bbf\u6cca\u5ba2\u306e\u6c0f\u540d\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u3001\u6ede\u5728\u306e\u5c65\u6b74\u3001\u82e6\u60c5\u306e\u5185\u5bb9\u3001\u305d\u3057\u3066**\u30a2\u30ec\u30eb\u30ae\u30fc\u306a\u3069\u306e\u5065\u5eb7\u306b\u304b\u304b\u308f\u308b\u8a18\u9332**\u3067\u3059\u3002\n\n1. **\u5065\u5eb7\u306b\u304b\u304b\u308f\u308b\u8a18\u9332\u3092\u898b\u3089\u308c\u308b\u5f79\u5272\u3092\u9650\u308b** \u2026 \u7d30\u304b\u306a\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306e\u9805\u76ee\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3067\u3001\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u9805\u76ee\u3092**\u30d5\u30ed\u30f3\u30c8\u306e\u7533\u3057\u9001\u308a\u306e\u62c5\u5f53\u3068\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u5f79\u5272\u3060\u3051**\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u5f79\u5272\u3054\u3068\u306b\u898b\u305b\u308b\u9805\u76ee\u30fb\u898b\u305b\u306a\u3044\u9805\u76ee\u3092\u6307\u5b9a\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\n2. **\u82e6\u60c5\u306e\u8a73\u7d30\u3092\u898b\u3089\u308c\u308b\u5f79\u5272\u3092\u9650\u308b** \u2026 \u6587\u66f8\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3067\u3001\u82e6\u60c5\u306e\u8a18\u9332\u306e\u5168\u6587\u306f**\u30b2\u30b9\u30c8\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u8cac\u4efb\u8005\u306e\u5f79\u5272\u3060\u3051**\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u3001\u4ed6\u306e\u5f79\u5272\u306b\u306f\u8981\u70b9\u3068\u5bfe\u5fdc\u306e\u7d50\u679c\u3060\u3051\u3092\u8fd4\u3057\u307e\u3059\n3. **\u7d30\u304b\u306a\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306f\u6700\u521d\u306b\u6709\u52b9\u306b\u3059\u308b** \u2026 \u6709\u52b9\u306b\u3059\u308b\u306b\u306f HTTPS\u3001\u4fdd\u5b58\u6642\u306e\u6697\u53f7\u5316\u3001\u30ce\u30fc\u30c9\u9593\u306e\u6697\u53f7\u5316\u304c\u5fc5\u8981\u3067\u3001**\u6709\u52b9\u306b\u3057\u305f\u3042\u3068\u7121\u52b9\u306b\u306f\u3067\u304d\u307e\u305b\u3093**\n4. **\u4eba\u3092\u8a55\u4fa1\u3059\u308b\u8a00\u8449\u3092\u8a18\u9332\u306b\u6b8b\u3055\u306a\u3044** \u2026 \u7533\u3057\u9001\u308a\u306b\u66f8\u304f\u306e\u306f\u51fa\u6765\u4e8b\u3068\u5bfe\u5fdc\u3067\u3059\u3002**\u8a55\u4fa1\u306e\u8a00\u8449\u306f\u3001\u8a18\u9332\u3068\u3057\u3066\u3082\u30b9\u30bf\u30c3\u30d5\u306e\u63a5\u3057\u65b9\u3068\u3057\u3066\u3082\u3001\u304a\u5ba2\u69d8\u306b\u5411\u304b\u3044\u307e\u3059**\n5. **\u8a18\u9332\u3092\u96c6\u3081\u308b\u7bc4\u56f2\u3092\u3001\u5bbf\u6cca\u306e\u63a5\u9047\u306b\u8981\u308b\u3082\u306e\u306b\u9650\u308b** \u2026 \u5916\u90e8\u306eSNS\u3084\u53e3\u30b3\u30df\u306e\u66f8\u304d\u8fbc\u307f\u3092\u3001\u6c0f\u540d\u3067\u7d50\u3073\u3064\u3051\u3066\u96c6\u3081\u308b\u3053\u3068\u306f\u3057\u307e\u305b\u3093\n6. **\u30a2\u30ec\u30eb\u30ae\u30fc\u3078\u306e\u5bfe\u5fdc\u3092\u8a18\u9332\u3060\u3051\u3067\u6c7a\u3081\u306a\u3044** \u2026 \u904e\u53bb\u306e\u7533\u3057\u51fa\u306f\u3001\u5230\u7740\u6642\u306b\u672c\u4eba\u3078\u78ba\u304b\u3081\u308b\u6750\u6599\u3067\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5225\u4eba\u306e\u8a18\u9332\u3067\u63a5\u3057\u65b9\u3092\u5909\u3048\u308b\u3053\u3068\u3068\u3001\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u540d\u524d\u3060\u3051\u306e\u4e00\u81f4\u3092\u81ea\u52d5\u3067\u7d50\u3073\u3064\u3051\u308b\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u8868\u8a18\u306e\u9055\u3044\u3067\u898b\u3064\u304b\u3089\u306a\u3044\u3068\u8d77\u304d\u307e\u3059\u3002**\u4e00\u81f4\u306e\u7a2e\u985e\u3092\u5206\u3051\u3066\u51fa\u3057\u3001\u4eba\u304c\u78ba\u304b\u3081\u308b**\u3053\u3068\u3067\u4e21\u65b9\u3092\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u5ba2\u5ba4\u6570\u304c\u6570\u767e\u5ba4\u3042\u308a\u3001\u81ea\u793e\u30b5\u30a4\u30c8\u30fb\u96fb\u8a71\u30fb\u8907\u6570\u306e\u4e88\u7d04\u30b5\u30a4\u30c8\u304b\u3089\u4e88\u7d04\u304c\u5165\u308b\u305f\u3081\u3001\u540c\u3058\u5bbf\u6cca\u5ba2\u306e\u8a18\u9332\u304c\u6c0f\u540d\u306e\u66f8\u304d\u65b9\u306e\u9055\u3044\u3067\u5225\u3005\u306e\u9867\u5ba2\u3068\u3057\u3066\u6b8b\u3063\u3066\u3044\u308b\u30db\u30c6\u30eb\u3002\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u3084\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u304c\u3001\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u5225\u306e\u53f0\u5e33\u306b\u3042\u308a\u3001\u5230\u7740\u524d\u306b\u7a81\u304d\u5408\u308f\u305b\u308b\u306e\u304c\u30d5\u30ed\u30f3\u30c8\u306e\u30d9\u30c6\u30e9\u30f3\u306e\u8a18\u61b6\u983c\u307f\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002AWS \u3092\u4f7f\u3063\u3066\u304a\u308a\u3001\u691c\u7d22\u57fa\u76e4\u3068\u751f\u6210AI\u3092\u540c\u3058\u74b0\u5883\u3067\u52d5\u304b\u305b\u308b\u5834\u5408\u3002","not_recommended_for":"\u5ba2\u5ba4\u6570\u304c\u5c11\u306a\u304f\u3001\u30ea\u30d4\u30fc\u30bf\u30fc\u306e\u9854\u3068\u540d\u524d\u3092\u30b9\u30bf\u30c3\u30d5\u5168\u54e1\u304c\u899a\u3048\u3066\u3044\u308b\u5bbf\u3002\u5bbf\u6cca\u306e\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u9867\u5ba2\u306e\u540d\u5bc4\u305b\u304c\u3059\u3067\u306b\u6a5f\u80fd\u3057\u3066\u304a\u308a\u3001\u904e\u53bb\u306e\u8a18\u9332\u304c1\u3064\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306b\u307e\u3068\u307e\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u82e6\u60c5\u3084\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8a18\u9332\u3092\u305d\u3082\u305d\u3082\u6b8b\u3057\u3066\u3044\u306a\u3044\u5834\u5408\uff08\u5148\u306b\u8a18\u9332\u306e\u53d6\u308a\u65b9\u3092\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\uff09\u3002\u306a\u304a\u3001\u540c\u3058\u4eba\u304b\u3069\u3046\u304b\u306e\u6700\u7d42\u5224\u65ad\u3068\u3001\u30a2\u30ec\u30eb\u30ae\u30fc\u3078\u306e\u5bfe\u5fdc\u306e\u5185\u5bb9\u306f\u30b9\u30bf\u30c3\u30d5\u304c\u672c\u4eba\u306b\u78ba\u304b\u3081\u3066\u6c7a\u3081\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\u53f0\u5e33\u306b\u4e88\u7d04\u756a\u53f7\u306e\u5217\u3092\u8db3\u3059**\n\n\u82e6\u60c5\u306e\u5bfe\u5fdc\u8a18\u9332\u3068\u30ec\u30b9\u30c8\u30e9\u30f3\u306e\u4e88\u7d04\u53f0\u5e33\u306b\u3001**\u4e88\u7d04\u756a\u53f7\u306e\u5217**\u3092\u8db3\u3057\u307e\u3059\u3002\u904e\u53bb\u306e\u884c\u306f\u57cb\u3081\u306a\u304f\u3066\u69cb\u3044\u307e\u305b\u3093\u3002\u3042\u308f\u305b\u3066\u3001\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u7533\u3057\u51fa\u306b\u65e5\u4ed8\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u6765\u9031\u5230\u7740\u3059\u308b30\u4ef6\u3067\u3001\u30d9\u30c6\u30e9\u30f3\u306e\u7533\u3057\u9001\u308a\u3068AI\u306e\u5019\u88dc\u3092\u898b\u6bd4\u3079\u307e\u3059\u3002**\u62fe\u3048\u306a\u304b\u3063\u305f\u8a18\u9332\u304c\u3001\u3069\u306e\u8868\u8a18\u306e\u9055\u3044\u3067\u843d\u3061\u305f\u304b**\u3092\u6570\u3048\u307e\u3059\u3002\n\n**3\u9031\u76ee\uff1a\u7d22\u5f15\u306e\u89e3\u6790\u3092\u6c7a\u3081\u308b**\n\n\u3075\u308a\u304c\u306a\u30fb\u30ed\u30fc\u30de\u5b57\u30fb\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u306e4\u3064\u306e\u5f62\u3092\u6301\u3064\u7d22\u5f15\u3092\u4f5c\u308a\u30012\u9031\u76ee\u306b\u843d\u3061\u305f\u4f8b\u3067\u5f53\u305f\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**`fuzziness` \u306e\u52b9\u304d\u65b9\u3068\u3001\u5019\u88dc\u306e\u81a8\u3089\u307f\u65b9**\u3092\u898b\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u96fb\u8a71\u30fb\u30e1\u30fc\u30eb\u30fb\u3075\u308a\u304c\u306a\u306e\u4e00\u81f4\u3067\u5019\u88dc\u3092\u51fa\u3059**\n\n\u5230\u7740\u524d\u65e5\u306e15\u6642\u306b\u5019\u88dc\u306e\u4e00\u89a7\u3092\u51fa\u3057\u3001\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u308b\u904b\u7528\u3092\u59cb\u3081\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u7533\u3057\u9001\u308a\u306e\u6848\u3092\u4f5c\u3089\u305a\u3001\u5019\u88dc\u306e\u78ba\u8a8d\u3060\u3051\u3092\u7a4d\u307f\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u30ed\u30fc\u30de\u5b57\u306e\u8fd1\u3044\u4e00\u81f4\u3068\u3001\u82e6\u60c5\u3068\u30a2\u30ec\u30eb\u30ae\u30fc\u306e\u8981\u70b9\u306e\u53d6\u308a\u51fa\u3057\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Amazon OpenSearch Service \u3067\u3001\u65e5\u672c\u8a9e\uff08kuromoji\uff09\u306e\u89e3\u6790\u3068 ICU \u306e\u89e3\u6790\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u3059\u3079\u3066\u306e\u30c9\u30e1\u30a4\u30f3\u306b\u5165\u3063\u3066\u3044\u308b\u3053\u3068 | [Amazon OpenSearch Service: Plugins by engine version](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/supported-plugins.html) | 2026-10-07 |\n| `icu_transform` \u304c\u6587\u5b57\u306e\u7a2e\u985e\u3092\u5199\u3057\u66ff\u3048\u3001`Hiragana-Katakana`\u30fb`Any-Latin` \u306a\u3069\u306e\u5909\u63db\u3092\u30bb\u30df\u30b3\u30ed\u30f3\u3067\u91cd\u306d\u3089\u308c\u308b\u3053\u3068\u3002`NFD; [:Nonspacing Mark:] Remove; NFC` \u3067\u8a18\u53f7\u3092\u5916\u305b\u308b\u3053\u3068 | [OpenSearch Documentation: ICU transform](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_analyzers\/token-filters\/icu-transform.md) | 2026-10-07 |\n| `cjk_width` \u304c\u5168\u89d2\u306e\u82f1\u6570\u5b57\u3092\u534a\u89d2\u306b\u3001\u534a\u89d2\u30ab\u30bf\u30ab\u30ca\u3092\u5168\u89d2\u306b\u305d\u308d\u3048\u308b\u3053\u3068 | [OpenSearch Documentation: CJK width](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_analyzers\/token-filters\/cjk-width.md) | 2026-10-07 |\n| `kuromoji_readingform` \u304c kuromoji \u306e\u8aad\u307f\u306e\u60c5\u5831\u3067\u30c8\u30fc\u30af\u30f3\u3092\u30ab\u30bf\u30ab\u30ca\uff08\u307e\u305f\u306f `use_romaji` \u3067\u30ed\u30fc\u30de\u5b57\uff09\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068 | [OpenSearch Documentation: Kuromoji reading form](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_analyzers\/token-filters\/kuromoji-readingform.md) | 2026-10-07 |\n| match \u30af\u30a8\u30ea\u306e `fuzziness` \u306e `AUTO` \u304c\u30010\u301c2\u6587\u5b57\u306f\u5b8c\u5168\u4e00\u81f4\u30013\u301c5\u6587\u5b57\u306f1\u6587\u5b57\u30016\u6587\u5b57\u4ee5\u4e0a\u306f2\u6587\u5b57\u307e\u3067\u306e\u9055\u3044\u3092\u8a31\u3059\u3053\u3068 | [OpenSearch Documentation: Match query](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_query-dsl\/full-text\/match.md) | 2026-10-07 |\n| \u7d30\u304b\u306a\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3067\u3001\u6587\u66f8\u30ec\u30d9\u30eb\u30fb\u9805\u76ee\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d5\u30a3\u30fc\u30eb\u30c9\u30de\u30b9\u30ad\u30f3\u30b0\u3092\u5f79\u5272\u3054\u3068\u306b\u8a2d\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u6709\u52b9\u5316\u306b HTTPS\u30fb\u4fdd\u5b58\u6642\u306e\u6697\u53f7\u5316\u30fb\u30ce\u30fc\u30c9\u9593\u306e\u6697\u53f7\u5316\u304c\u5fc5\u8981\u3067\u3001\u6709\u52b9\u306b\u3057\u305f\u3042\u3068\u7121\u52b9\u306b\u3067\u304d\u306a\u3044\u3053\u3068 | [Amazon OpenSearch Service: Fine-grained access control](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/fgac.html) | 2026-10-07 |\n| \u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\uff08`source`\u30fb`title`\u30fb`content`\uff09\u3067\u81ea\u793e\u306e\u8a18\u9332\u3092\u6e21\u3059\u3068\u5f15\u7528\u4ed8\u304d\u3067\u7b54\u3048\u3001\u5f15\u7528\u304c\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u306e\u756a\u53f7\u3067\u8fd4\u308b\u3053\u3068\u3002Amazon Bedrock \u3067\u3082\u4f7f\u3048\u308b\u3053\u3068 | [Claude Docs: Search results](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/search-results) | 2026-10-07 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