{"id":14589,"date":"2026-10-07T10:03:58","date_gmt":"2026-10-07T01:03:58","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/item-master-duplicate-search\/"},"modified":"2026-10-07T10:03:58","modified_gmt":"2026-10-07T01:03:58","slug":"item-master-duplicate-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/item-master-duplicate-search\/","title":{"rendered":"\u54c1\u76ee\u30de\u30b9\u30bf\u3078\u306e\u65b0\u898f\u767b\u9332\u306e\u7533\u8acb\u304c\u51fa\u305f\u3068\u304d\u306b\u3001\u540d\u79f0\u30fb\u578b\u756a\u30fb\u4ed5\u69d8\u306e\u8fd1\u3044\u65e2\u5b58\u54c1\u76ee\u3092\u691c\u7d22\u3057\u3066\u3001\u91cd\u8907\u767b\u9332\u3068\u5225\u540d\u767b\u9332\u306e\u5019\u88dc\u3092\u51fa\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u54c1\u76ee\u30de\u30b9\u30bf\u306b\u65b0\u898f\u767b\u9332\u306e\u7533\u8acb\u304c\u51fa\u305f\u3068\u304d\u306b\u3001\u540d\u79f0\u30fb\u578b\u756a\u30fb\u4ed5\u69d8\u306e\u8fd1\u3044\u65e2\u5b58\u54c1\u76ee\u3092\u691c\u7d22\u3057\u3001\u91cd\u8907\u767b\u9332\u30fb\u5225\u540d\u767b\u9332\u30fb\u5225\u54c1\u76ee\u306e\u5019\u88dc\u3092\u6839\u62e0\u4ed8\u304d\u3067\u4e26\u3079\u307e\u3059\u3002\u767b\u9332\u3059\u308b\u304b\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u304b\u306f\u3001\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0669","platform_main":"OpenSearch","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-07","trigger":"**\u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u7533\u8acb\u304c\u63d0\u51fa\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u63d0\u51fa\u304b\u3089\u6570\u5341\u79d2\u3067\u6bd4\u8f03\u8868\u304c\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306e\u753b\u9762\u306b\u51fa\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u6bce\u65e5\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u3068\u3001\u540c\u3058\u65e5\u306b\u540c\u3058\u54c1\u7269\u306e\u7533\u8acb\u304c2\u4ef6\u51fa\u305f\u3068\u304d\u3001\u4e92\u3044\u306b\u898b\u3064\u3051\u3089\u308c\u307e\u305b\u3093\u3002**\n\n\u305d\u306e\u305f\u3081\u3001**\u7533\u8acb\u4e2d\u306e\u54c1\u76ee\u3082\u7d22\u5f15\u306b\u5165\u308c\u307e\u3059\u3002** \u627f\u8a8d\u3055\u308c\u308b\u307e\u3067\u306f\u300c\u7533\u8acb\u4e2d\u300d\u306e\u72b6\u614b\u3092\u4ed8\u3051\u3066\u304a\u304d\u3001\u540c\u3058\u54c1\u7269\u306e\u7533\u8acb\u304c\u91cd\u306a\u3063\u305f\u3068\u304d\u306b\u5019\u88dc\u3068\u3057\u3066\u51fa\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u7d22\u5f15\u306f\u3001\u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u3067\u66f4\u65b0\u3057\u307e\u3059\u3002**\u65b0\u898f\u306b\u767b\u9332\u3055\u308c\u305f\u54c1\u76ee\u3068\u3001\u5225\u540d\u304c\u8db3\u3055\u308c\u305f\u54c1\u76ee\u3092\u3001\u7fcc\u671d\u306b\u306f\u5019\u88dc\u3068\u3057\u3066\u51fa\u305b\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7533\u8acb | \u540d\u79f0\u3001\u30e1\u30fc\u30ab\u30fc\u3001\u578b\u756a\u3001\u4ed5\u69d8\u306e\u6587\u7ae0\u3001\u5358\u4f4d\u3001\u4f7f\u3046\u90e8\u7f72\u3001\u7533\u8acb\u8005 | \u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc |\n| \u54c1\u76ee\u30de\u30b9\u30bf | \u54c1\u76ee\u30b3\u30fc\u30c9\u3001\u540d\u79f0\u3001\u30e1\u30fc\u30ab\u30fc\u3001\u578b\u756a\u3001\u4ed5\u69d8\u3001\u5358\u4f4d\u3001\u72b6\u614b\uff08\u6709\u52b9\u30fb\u5ec3\u6b62\u30fb\u7533\u8acb\u4e2d\uff09\u3001\u5225\u540d | \u751f\u7523\u7ba1\u7406\u30fb\u8cfc\u8cb7\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 |\n| \u9805\u76ee\u306b\u5206\u3051\u305f\u4ed5\u69d8 | \u5bf8\u6cd5\u3001\u6750\u8cea\u3001\u8868\u9762\u51e6\u7406\u3001\u898f\u683c\u3001\u8272\u3001\u5bb9\u91cf\u306a\u3069\u54c1\u76ee\u306e\u5206\u985e\u3054\u3068\u306e\u9805\u76ee | \u751f\u6210AI\u3067\u4f5c\u308a\u3001\u7d22\u5f15\u306b\u6301\u305f\u305b\u308b |\n| \u8868\u8a18\u3086\u308c\u306e\u8868 | \u30e1\u30fc\u30ab\u30fc\u540d\u306e\u7565\u79f0\u3068\u6b63\u5f0f\u540d\u3001\u6750\u8cea\u306e\u66f8\u304d\u65b9\uff08SUS304\uff0f\u30b9\u30c6\u30f3\u30ec\u30b9304\uff09 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u54c1\u76ee\u306e\u5206\u985e\u3054\u3068\u306e\u6bd4\u8f03\u306e\u898f\u5247 | \u3069\u306e\u9805\u76ee\u304c\u4e00\u81f4\u3059\u308c\u3070\u540c\u3058\u54c1\u7269\u304b | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e\u6bd4\u8f03\u306e\u898f\u5247\u3067\u3059\u3002** \u306d\u3058\u306a\u3089\u300c\u7a2e\u985e\u30fb\u5f84\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u898f\u683c\u300d\u3001\u30db\u30fc\u30b9\u306a\u3089\u300c\u5185\u5f84\u30fb\u5916\u5f84\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8010\u5727\u300d\u3001\u624b\u888b\u306a\u3089\u300c\u6750\u8cea\u30fb\u30b5\u30a4\u30ba\u30fb\u679a\u6570\u306e\u5358\u4f4d\u300d\u306e\u3088\u3046\u306b\u3001**\u5206\u985e\u3054\u3068\u306b\u300c\u3069\u306e\u9805\u76ee\u304c\u4e00\u81f4\u3059\u308c\u3070\u540c\u3058\u54c1\u7269\u304b\u300d\u3092\u6c7a\u3081\u307e\u3059\u3002** \u6700\u521d\u306f\u7533\u8acb\u306e\u591a\u3044\u5206\u985e\u304b\u308910\u500b\u7a0b\u5ea6\u3067\u59cb\u3081\u307e\u3059\u3002\n\n**\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u300c\u5225\u540d\u300d\u306e\u5217\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u80b2\u3066\u308b\u3082\u306e\u3067\u3059\u3002** \u7533\u8acb\u306e\u66f8\u304d\u65b9\u3092\u65e2\u5b58\u54c1\u76ee\u306b\u7d50\u3073\u4ed8\u3051\u305f\u8a18\u9332\u3092\u3001\u691c\u7d22\u306e\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002","data_source":"\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u7d22\u5f15\u306f\u3001\u6b21\u306e\u9805\u76ee\u3092\u6301\u305f\u305b\u3066\u4f5c\u308a\u307e\u3059\u3002\n\n| \u9805\u76ee | \u578b | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `item_code` | \u30ad\u30fc\u30ef\u30fc\u30c9 | \u54c1\u76ee\u306e\u8b58\u5225 |\n| `name` | \u30c6\u30ad\u30b9\u30c8\uff08\u65e5\u672c\u8a9e\u306e\u89e3\u6790\uff09 | \u540d\u79f0\u306e\u6587\u5b57\u306e\u4e00\u81f4 |\n| `aliases` | \u30c6\u30ad\u30b9\u30c8\uff08\u65e5\u672c\u8a9e\u306e\u89e3\u6790\uff09 | \u904e\u53bb\u306e\u7533\u8acb\u306e\u66f8\u304d\u65b9\u3068\u306e\u4e00\u81f4 |\n| `maker_norm` | \u30ad\u30fc\u30ef\u30fc\u30c9 | \u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u30e1\u30fc\u30ab\u30fc\u540d\u306e\u4e00\u81f4 |\n| `model_no_norm` | \u30ad\u30fc\u30ef\u30fc\u30c9 | \u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u578b\u756a\u306e\u5b8c\u5168\u4e00\u81f4 |\n| `spec_text` | \u30c6\u30ad\u30b9\u30c8\uff08\u65e5\u672c\u8a9e\u306e\u89e3\u6790\uff09 | \u4ed5\u69d8\u306e\u6587\u5b57\u306e\u4e00\u81f4 |\n| `spec_attrs` | \u30aa\u30d6\u30b8\u30a7\u30af\u30c8 | \u9805\u76ee\u306b\u5206\u3051\u305f\u4ed5\u69d8\uff08\u898f\u5247\u306e\u7167\u5408\u306b\u4f7f\u3046\uff09 |\n| `embedding` | \u30d9\u30af\u30c8\u30eb\uff081,024\u6b21\u5143\uff09 | \u540d\u79f0\u3068\u4ed5\u69d8\u306e\u610f\u5473\u306e\u8fd1\u3055 |\n| `status` | \u30ad\u30fc\u30ef\u30fc\u30c9 | \u6709\u52b9\u30fb\u5ec3\u6b62\u30fb\u7533\u8acb\u4e2d\u3067\u7d5e\u308a\u8fbc\u3080 |\n\n**\u65e5\u672c\u8a9e\u306e\u89e3\u6790\u306b\u306f\u3001ICU \u306e\u6b63\u898f\u5316\u3067\u5168\u89d2\u30fb\u534a\u89d2\u3092\u305d\u308d\u3048\u3001kuromoji \u304b Sudachi \u3067\u8a9e\u306b\u5206\u3051\u307e\u3059\u3002** \u300c\uff8e\uff9e\uff99\uff84\u300d\u3068\u300c\u30dc\u30eb\u30c8\u300d\u304c\u540c\u3058\u8a9e\u3068\u3057\u3066\u6271\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u57cb\u3081\u8fbc\u307f\u306f\u3001Amazon Titan Text Embeddings V2 \u3067\u4f5c\u308a\u307e\u3059\u3002** \u5165\u529b\u306f\u6700\u59278,192\u30c8\u30fc\u30af\u30f3\uff0850,000\u6587\u5b57\uff09\u3001\u51fa\u529b\u306f\u65e2\u5b9a\u30671,024\u6b21\u5143\u306e\u30d9\u30af\u30c8\u30eb\u3067\u3059\u3002**\u82f1\u8a9e\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u3066\u3001\u65e5\u672c\u8a9e\u3092\u542b\u3080\u591a\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3059\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u54c1\u76ee\u306e\u540d\u79f0\u3068\u4ed5\u69d8\u306f\u77ed\u3044\u6587\u306a\u306e\u3067\u3001\u5165\u529b\u306e\u4e0a\u9650\u306f\u554f\u984c\u306b\u306a\u308a\u307e\u305b\u3093\u3002\n\n**\u691c\u7d22\u306f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u306b3\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5165\u308c\u307e\u3059\u3002**\n\n| \u554f\u3044\u5408\u308f\u305b | \u4e2d\u8eab | \u91cd\u307f |\n|:--|:--|--:|\n| \u578b\u756a\u306e\u4e00\u81f4 | `model_no_norm` \u306e\u5b8c\u5168\u4e00\u81f4\u3068\u3001`maker_norm` \u306e\u4e00\u81f4 | 0.4 |\n| \u540d\u79f0\u3068\u5225\u540d\u306e\u6587\u5b57\u306e\u4e00\u81f4 | `name`\u30fb`aliases`\u30fb`spec_text` \u3078\u306e\u5168\u6587\u691c\u7d22 | 0.3 |\n| \u610f\u5473\u306e\u8fd1\u3055 | `embedding` \u3078\u306e\u30d9\u30af\u30c8\u30eb\u691c\u7d22 | 0.3 |\n\n\u70b9\u6570\u3092\u307e\u3068\u3081\u308b\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u4f5c\u308a\u307e\u3059\u3002\n\n```json\nPUT \/_search\/pipeline\/item-dup-pipeline\n{\n  \"description\": \"\u54c1\u76ee\u306e\u91cd\u8907\u5019\u88dc\u306e\u70b9\u6570\u3092\u305d\u308d\u3048\u308b\",\n  \"phase_results_processors\": [\n    {\n      \"normalization-processor\": {\n        \"normalization\": { \"technique\": \"min_max\" },\n        \"combination\": {\n          \"technique\": \"arithmetic_mean\",\n          \"parameters\": { \"weights\": [0.4, 0.3, 0.3] }\n        }\n      }\n    }\n  ]\n}\n```\n\n`weights` \u306e\u4e26\u3073\u306f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u306e `queries` \u306b\u5165\u308c\u305f\u554f\u3044\u5408\u308f\u305b\u306e\u9806\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u306e\u9806\u3092\u5165\u308c\u66ff\u3048\u305f\u3089\u3001\u91cd\u307f\u306e\u9806\u3082\u5fc5\u305a\u5165\u308c\u66ff\u3048\u307e\u3059\u3002** \u5165\u308c\u66ff\u3048\u5fd8\u308c\u308b\u3068\u3001\u578b\u756a\u306e\u4e00\u81f4\u3088\u308a\u610f\u5473\u306e\u8fd1\u3055\u304c\u91cd\u304f\u6271\u308f\u308c\u3001\u7b2c1\u7ae0\u306e M6 \u3068 M8 \u306e\u3088\u3046\u306a\u5019\u88dc\u304c\u4e0a\u306b\u6765\u307e\u3059\u3002\n\n**\u91cd\u307f\u306f\u5408\u8a08\u304c1\u306b\u306a\u308b\u3088\u3046\u306b\u6c7a\u3081\u307e\u3059\u3002** \u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3067\u3001\u70b9\u6570\u3092\u6700\u5c0f\u30fb\u6700\u5927\u3067\u305d\u308d\u3048\u308b\u65b9\u5f0f\uff08`min_max`\uff09\u3068\u3001\u91cd\u307f\u4ed8\u304d\u306e\u5e73\u5747\uff08`arithmetic_mean`\uff09\u3092\u4f7f\u3044\u307e\u3059\u3002**\u578b\u756a\u306e\u4e00\u81f4\u306e\u91cd\u307f\u3092\u9ad8\u304f\u3059\u308b\u306e\u306f\u3001\u578b\u756a\u304c\u4e00\u81f4\u3059\u308c\u3070\u3001\u305d\u308c\u3060\u3051\u3067\u5f37\u3044\u624b\u304c\u304b\u308a\u306b\u306a\u308b\u304b\u3089\u3067\u3059\u3002** \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u306e `filter` \u3067 `status` \u3092\u300c\u6709\u52b9\u300d\u3068\u300c\u7533\u8acb\u4e2d\u300d\u306b\u7d5e\u308a\u307e\u3059\u3002","preprocessing":"1. **\u578b\u756a\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b** \u2026 \u5168\u89d2\u3092\u534a\u89d2\u306b\u3001\u82f1\u5b57\u3092\u5927\u6587\u5b57\u306b\u3001\u30cf\u30a4\u30d5\u30f3\u30fb\u30b9\u30da\u30fc\u30b9\u30fb\u30b9\u30e9\u30c3\u30b7\u30e5\u3092\u53d6\u308a\u9664\u3044\u305f\u5f62\u3092 `model_no_norm` \u306b\u3057\u307e\u3059\u3002**\u5143\u306e\u578b\u756a\u3082\u305d\u306e\u307e\u307e\u6b8b\u3057\u307e\u3059**\n2. **\u30e1\u30fc\u30ab\u30fc\u540d\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c\u682a\u5f0f\u4f1a\u793e\u300d\u300c(\u682a)\u300d\u3092\u5916\u3057\u3001\u8868\u8a18\u3086\u308c\u306e\u8868\u3067\u6b63\u5f0f\u540d\u306b\u5bc4\u305b\u307e\u3059\n3. **\u5358\u4f4d\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c1\u7bb1(100\u672c\u5165)\u300d\u3068\u300c100\u672c\u300d\u306e\u3088\u3046\u306b\u3001\u5165\u6570\u3068\u5358\u4f4d\u3092\u5206\u3051\u307e\u3059\n4. **\u4ed5\u69d8\u306e\u6587\u7ae0\u3092\u9805\u76ee\u306b\u5206\u3051\u308b** \u2026 \u751f\u6210AI\u3067\u3001\u54c1\u76ee\u306e\u5206\u985e\u3054\u3068\u306e\u9805\u76ee\u306b\u5206\u3051\u307e\u3059\uff08\u6b21\u306e\u5c0f\u898b\u51fa\u3057\uff09\n5. **\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u5074\u3082\u540c\u3058\u51e6\u7406\u3092\u3059\u308b** \u2026 \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u306e\u305f\u3073\u306b\u3001\u65b0\u3057\u3044\u54c1\u76ee\u3068\u5909\u308f\u3063\u305f\u54c1\u76ee\u3060\u3051\u51e6\u7406\u3057\u307e\u3059\n6. **\u5ec3\u6b62\u306e\u54c1\u76ee\u3092\u5206\u3051\u308b** \u2026 \u5ec3\u6b62\u306e\u54c1\u76ee\u306f\u691c\u7d22\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u304c\u3001**\u5f8c\u7d99\u54c1\u306e\u60c5\u5831\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u54c1\u76ee\u306e\u5019\u88dc\u3068\u3057\u3066\u51fa\u3057\u307e\u3059**\n\n**1\u756a\u76ee\u3067\u3001\u5143\u306e\u578b\u756a\u3092\u6d88\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u578b\u756a\u306f\u691c\u7d22\u306e\u305f\u3081\u306e\u3082\u306e\u3067\u3001**\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u6bd4\u8f03\u8868\u3067\u898b\u308b\u306e\u306f\u3001\u7533\u8acb\u3068\u65e2\u5b58\u54c1\u76ee\u306e\u5143\u306e\u66f8\u304d\u65b9\u3067\u3059\u3002** \u305d\u308d\u3048\u305f\u5f62\u3060\u3051\u3092\u898b\u305b\u308b\u3068\u3001\u672c\u5f53\u306b\u540c\u3058\u578b\u756a\u306a\u306e\u304b\u3001\u305d\u308d\u3048\u305f\u305b\u3044\u3067\u540c\u3058\u306b\u898b\u3048\u3066\u3044\u308b\u306e\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002","ai_processing":"**\u751f\u6210AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u4ed5\u69d8\u306e\u6587\u7ae0\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u63a2\u3059\u306e\u306f\u691c\u7d22\u57fa\u76e4\u3001\u6bd4\u3079\u308b\u306e\u306f\u898f\u5247\u3067\u3059\u3002\n\n| \u62c5\u3044\u624b | \u3055\u305b\u308b\u3053\u3068 |\n|:--|:--|\n| Claude API | \u7533\u8acb\u3068\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u4ed5\u69d8\u306e\u6587\u7ae0\u304b\u3089\u3001\u5206\u985e\u3054\u3068\u306e\u9805\u76ee\uff08\u5bf8\u6cd5\u3001\u6750\u8cea\u3001\u898f\u683c\u306a\u3069\uff09\u3092\u53d6\u308a\u51fa\u3059 |\n| \u57cb\u3081\u8fbc\u307f\u306e\u30e2\u30c7\u30eb | \u540d\u79f0\u3068\u4ed5\u69d8\u306e\u30d9\u30af\u30c8\u30eb\u3092\u4f5c\u308b |\n| Amazon OpenSearch Service | \u578b\u756a\u30fb\u6587\u5b57\u30fb\u610f\u5473\u306e\u8fd1\u3055\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u5019\u88dc\u3092\u62fe\u3046 |\n| \u898f\u5247 | \u5019\u88dc\u3054\u3068\u306b\u9805\u76ee\u30921\u3064\u305a\u3064\u6bd4\u3079\u3001`same` \uff0f `alias` \uff0f `variant` \uff0f `different` \u306b\u5206\u3051\u308b |\n\n**\u898f\u5247\u3067\u306e\u5206\u3051\u65b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002**\n\n| \u7d50\u679c | \u6761\u4ef6 |\n|:--|:--|\n| `same` | \u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u578b\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u304c\u4e00\u81f4\u3059\u308b |\n| `alias` | \u578b\u756a\u306f\u7121\u3044\u304b\u4e00\u81f4\u3057\u306a\u3044\u304c\u3001\u6bd4\u8f03\u306e\u898f\u5247\u306e\u3059\u3079\u3066\u306e\u9805\u76ee\u304c\u4e00\u81f4\u3057\u3001\u540d\u79f0\u306e\u66f8\u304d\u65b9\u3060\u3051\u304c\u9055\u3046 |\n| `variant` | \u6bd4\u8f03\u306e\u898f\u5247\u306e\u9805\u76ee\u306e\u3046\u3061\u30011\u3064\u4ee5\u4e0a\u304c\u9055\u3046\uff08\u5f84\u30fb\u9577\u3055\u30fb\u6750\u8cea\u306a\u3069\uff09 |\n| `different` | \u54c1\u76ee\u306e\u5206\u985e\u304c\u9055\u3046\u3001\u307e\u305f\u306f\u6bd4\u8f03\u306e\u898f\u5247\u306e\u9805\u76ee\u306e\u534a\u5206\u4ee5\u4e0a\u304c\u9055\u3046 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u540c\u3058\u54c1\u7269\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a | \u6570\u5b57\u306e\u9055\u3044\u3092\u610f\u5473\u306e\u8fd1\u3055\u3067\u4e38\u3081\u308b |\n| \u4ed5\u69d8\u306e\u5024\u306e\u88dc\u5b8c | \u300cM6\u300d\u3068\u66f8\u3044\u3066\u3042\u308b\u3060\u3051\u306e\u7533\u8acb\u306b\u3001\u9577\u3055\u3092\u63a8\u6e2c\u3067\u5165\u308c\u306a\u3044 |\n| \u5358\u4f4d\u306e\u63db\u7b97 | \u300c\u30a4\u30f3\u30c1\u300d\u3092\u300cmm\u300d\u306b\u76f4\u3059\u3088\u3046\u306a\u63db\u7b97\u306f\u898f\u5247\u306e\u5074\u3067\u884c\u3046 |\n| \u5f8c\u7d99\u54c1\u30fb\u4e92\u63db\u54c1\u306e\u5224\u65ad | \u30e1\u30fc\u30ab\u30fc\u306e\u60c5\u5831\u3068\u793e\u5185\u306e\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u751f\u6210AI\u306b\u300c\u3053\u306e2\u3064\u306f\u540c\u3058\u54c1\u7269\u304b\u300d\u3068\u805e\u304f\u3068\u3001\u540d\u79f0\u3068\u7528\u9014\u304c\u8fd1\u3051\u308c\u3070\u300c\u540c\u3058\u300d\u3068\u7b54\u3048\u304c\u3061\u3067\u3059\u3002**\u5f84\u304c6\u30688\u3067\u9055\u3046\u3053\u3068\u306f\u66f8\u304b\u308c\u3066\u3044\u308b\u306e\u306b\u3001\u305d\u308c\u3092\u5c0f\u3055\u306a\u9055\u3044\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002** \u6bd4\u3079\u308b\u306e\u306f\u898f\u5247\u3067\u3001\u751f\u6210AI\u306f\u9805\u76ee\u306b\u5206\u3051\u308b\u3068\u3053\u308d\u307e\u3067\u306b\u3057\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u88fd\u9020\u696d\u306e\u8cfc\u8cb7\u90e8\u3067\u3001\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u4ed5\u69d8\u3092\u6574\u7406\u3059\u308b\u4fc2\u3067\u3059\u3002\n\u6b21\u306e\u3010\u4ed5\u69d8\u306e\u6587\u7ae0\u3011\u304b\u3089\u3001\u3010\u54c1\u76ee\u306e\u5206\u985e\u3011\u3054\u3068\u306b\u6c7a\u3081\u3089\u308c\u305f\u9805\u76ee\u306e\u5024\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u54c1\u76ee\u306e\u5206\u985e\u3011{category}\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011{attribute_list}\n  \uff08\u4f8b\uff1a\u306d\u3058 \u2026 \u7a2e\u985e\u3001\u547c\u3073\u5f84\u3001\u9577\u3055\u3001\u6750\u8cea\u3001\u8868\u9762\u51e6\u7406\u3001\u898f\u683c\uff09\n\u3010\u540d\u79f0\u3011{name}\n\u3010\u578b\u756a\u3011{model_no}\n\u3010\u4ed5\u69d8\u306e\u6587\u7ae0\u3011{spec_text}\n\n\u3010\u5b88\u308b\u3053\u3068\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u308b\u5024\u3060\u3051\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f value \u3092\u7a7a\u306b\u3057\u3001\n  status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300cM6\u300d\u3068\u3060\u3051\u3042\u308a\u9577\u3055\u304c\u7121\u3051\u308c\u3070\u3001\u9577\u3055\u306f missing \u3067\u3059\u3002\n- \u6570\u5b57\u3068\u5358\u4f4d\u306f\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c1\/4\u30a4\u30f3\u30c1\u300d\u3092\u300c6.35mm\u300d\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6750\u8cea\u3084\u8868\u9762\u51e6\u7406\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u30b9\u30c6\u30f3\u30ec\u30b9\u300d\u306f\u300c\u30b9\u30c6\u30f3\u30ec\u30b9\u300d\u306e\u307e\u307e\n  value \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u308d\u3048\u308b\u4f5c\u696d\u306f\u5225\u306e\u51e6\u7406\u3067\u884c\u3044\u307e\u3059\u3002\n- 1\u3064\u306e\u9805\u76ee\u306b\u5024\u304c2\u3064\u4ee5\u4e0a\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001status \u3092 ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u3053\u306e\u54c1\u7269\u304c\u65e2\u5b58\u306e\u3069\u306e\u54c1\u76ee\u3068\u540c\u3058\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u305d\u306e\u5024\u3092\u53d6\u308a\u51fa\u3057\u305f\u5143\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u300d\u300c\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u89aa\u5207\u306b\u305d\u308d\u3048\u307e\u3059\u3002** \u305d\u308d\u3048\u305f\u5024\u304c\u6b63\u3057\u304f\u3066\u3082\u3001**\u5143\u306e\u66f8\u304d\u65b9\u304c\u6d88\u3048\u308b\u3068\u3001\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u7533\u8acb\u3068\u898b\u6bd4\u3079\u308b\u3068\u304d\u306b\u63a2\u305b\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u305d\u308d\u3048\u308b\u306e\u306f\u8868\u8a18\u3086\u308c\u306e\u8868\u3092\u6301\u3064\u898f\u5247\u306e\u5074\u3067\u3001\u305d\u308d\u3048\u305f\u5024\u3068\u5143\u306e\u5024\u3092\u4e26\u3079\u3066\u6301\u3061\u307e\u3059\u3002\n\n**\u300c\u9577\u3055\u306f missing\u300d\u306e\u4f8b\u3092\u5177\u4f53\u7684\u306b\u66f8\u304f\u306e\u306f\u3001\u306d\u3058\u3084\u30dc\u30eb\u30c8\u3067\u6700\u3082\u591a\u3044\u5931\u6557\u3060\u304b\u3089\u3067\u3059\u3002** \u3088\u304f\u4f7f\u308f\u308c\u308b\u9577\u3055\u3092\u5165\u308c\u3066\u57cb\u3081\u308b\u3068\u3001`variant` \u306b\u306a\u308b\u306f\u305a\u306e\u5019\u88dc\u304c `alias` \u306b\u306a\u308a\u307e\u3059\u3002","output_data":"**\u9805\u76ee\u5206\u3051\u306f\u3001Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u6b21\u306e\u5f62\u306b\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"category\": \"\u306d\u3058\",\n  \"attributes\": [\n    { \"name\": \"\u7a2e\u985e\", \"value\": \"\u516d\u89d2\u30dc\u30eb\u30c8\", \"status\": \"ok\", \"evidence\": \"\u516d\u89d2\u30dc\u30eb\u30c8\" },\n    { \"name\": \"\u547c\u3073\u5f84\", \"value\": \"M6\", \"status\": \"ok\", \"evidence\": \"M6\" },\n    { \"name\": \"\u9577\u3055\", \"value\": \"20\", \"status\": \"ok\", \"evidence\": \"\u00d720\" },\n    { \"name\": \"\u6750\u8cea\", \"value\": \"SUS304\", \"status\": \"ok\", \"evidence\": \"SUS304\" },\n    { \"name\": \"\u8868\u9762\u51e6\u7406\", \"value\": \"\", \"status\": \"missing\", \"evidence\": \"\" },\n    { \"name\": \"\u898f\u683c\", \"value\": \"\", \"status\": \"missing\", \"evidence\": \"\" }\n  ]\n}\n```\n\n\u69cb\u9020\u5316\u51fa\u529b\u306f `output_config.format` \u306b `type: \"json_schema\"` \u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u3092\u4ed8\u3051\u307e\u3059\u3002**`status` \u306f `ok` \uff0f `missing` \uff0f `ambiguous` \u306e\u5217\u6319\u306b\u3057\u307e\u3059\u3002**\n\n**\u898f\u5247\u306e\u7167\u5408\u306e\u7d50\u679c\u306f\u3001\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306e\u6bd4\u8f03\u8868\u3068\u3057\u3066\u6b21\u306e\u5f62\u3067\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"request_id\": \"\",\n  \"candidates\": [\n    {\n      \"item_code\": \"\",\n      \"name\": \"\",\n      \"model_no\": \"\",\n      \"status\": \"\u6709\u52b9\",\n      \"search_score\": 0.0,\n      \"match\": \"same | alias | variant | different\",\n      \"diff_attributes\": [ { \"name\": \"\u547c\u3073\u5f84\", \"request\": \"M6\", \"existing\": \"M8\" } ],\n      \"missing_in_request\": [\"\u8868\u9762\u51e6\u7406\"]\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`diff_attributes` \u3067\u9055\u3046\u9805\u76ee\u3060\u3051\u3092\u898b\u305b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306f\u3001\u5019\u88dc\u3054\u3068\u306b\u4ed5\u69d8\u306e\u5168\u6587\u3092\u958b\u304b\u306a\u304f\u3066\u3082\u3001**\u3069\u3053\u304c\u9055\u3046\u306e\u304b\u3092\u4e00\u76ee\u3067\u8aad\u3081\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`missing_in_request` \u3067\u7533\u8acb\u306e\u5074\u306e\u66f8\u304d\u6f0f\u308c\u3092\u793a\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u7533\u8acb\u306b\u8868\u9762\u51e6\u7406\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u65e2\u5b58\u54c1\u76ee\u306e\u3069\u308c\u3068\u540c\u3058\u304b\u306f\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u305d\u306e\u5834\u5408\u306f\u7533\u8acb\u8005\u306b\u78ba\u304b\u3081\u308b\u306e\u304c\u6b63\u3057\u3044\u5bfe\u5fdc\u3067\u3001\u69cb\u6210\u306e\u5074\u3067\u6c7a\u3081\u307e\u305b\u3093\u3002**\n\n**3\u3064\u76ee\u306f\u3001`search_score` \u3068 `match` \u3092\u5206\u3051\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u70b9\u6570\u304c\u9ad8\u304f\u3066\u3082 `variant` \u306e\u3053\u3068\u304c\u3042\u308a\u3001\u70b9\u6570\u304c\u4f4e\u304f\u3066\u3082 `alias` \u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u4e26\u3073\u9806\u306f\u70b9\u6570\u3001\u5224\u65ad\u306e\u6750\u6599\u306f\u898f\u5247\u306e\u7d50\u679c\u3001\u3068\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc | \u7533\u8acb\u306e\u63d0\u51fa\u3092\u8d77\u70b9\u306b AWS Lambda \u3092\u52d5\u304b\u3059 | \u7533\u8acb\u306e\u5185\u5bb9\u3092\u53d7\u3051\u53d6\u308a\u3001\u6bd4\u8f03\u8868\u3092\u8fd4\u3059 |\n| \u751f\u7523\u7ba1\u7406\u30fb\u8cfc\u8cb7\u306e\u30b7\u30b9\u30c6\u30e0 | \u54c1\u76ee\u30de\u30b9\u30bf\u306e\u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057 | \u7d22\u5f15\u3092\u66f4\u65b0\u3059\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u4ed5\u69d8\u306e\u6587\u7ae0\u306e\u9805\u76ee\u5206\u3051 |\n| Amazon Bedrock | API\u547c\u3073\u51fa\u3057 | \u540d\u79f0\u3068\u4ed5\u69d8\u306e\u57cb\u3081\u8fbc\u307f |\n| Amazon OpenSearch Service | \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea | \u5019\u88dc\u3092\u62fe\u3046 |\n\n**\u54c1\u76ee\u30de\u30b9\u30bf\u3078\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u767b\u9332\u3068\u5225\u540d\u306e\u8a18\u9332\u306f\u3001\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3092\u53d7\u3051\u3066\u3001**\u65e2\u5b58\u306e\u767b\u9332\u306e\u624b\u9806\u3067\u884c\u3044\u307e\u3059\u3002**","human_review":"**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u3059\u3079\u3066\u306e\u7533\u8acb\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u898b\u308b\u5834\u6240\u306f\u6bd4\u8f03\u8868\u306b\u7d5e\u308a\u307e\u3059\u3002**\n\n1. **`same` \u306e\u5019\u88dc\u304c\u3042\u308c\u3070\u3001\u5143\u306e\u578b\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u3092\u898b\u6bd4\u3079\u308b** \u2026 \u305d\u308d\u3048\u305f\u5f62\u3067\u4e00\u81f4\u3057\u305f\u3060\u3051\u3067\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **`alias` \u306e\u5019\u88dc\u306f\u3001\u6bd4\u8f03\u306e\u898f\u5247\u306e\u9805\u76ee\u3092\u898b\u308b** \u2026 \u3059\u3079\u3066\u4e00\u81f4\u3057\u3066\u3044\u308c\u3070\u3001\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u3088\u3046\u7533\u8acb\u8005\u306b\u8fd4\u3057\u307e\u3059\n3. **`variant` \u306e\u5019\u88dc\u306f\u3001\u9055\u3046\u9805\u76ee\u304c\u672c\u5f53\u306b\u9055\u3046\u54c1\u7269\u3092\u610f\u5473\u3059\u308b\u304b\u3092\u898b\u308b** \u2026 \u5bf8\u6cd5\u306e\u9055\u3044\u306f\u5225\u54c1\u76ee\u3001\u8272\u306e\u9055\u3044\u306f\u793e\u5185\u306e\u53d6\u308a\u6c7a\u3081\u6b21\u7b2c\u3001\u306a\u3069\u306e\u5224\u65ad\u3067\u3059\n4. **`missing_in_request` \u304c\u3042\u308c\u3070\u3001\u7533\u8acb\u8005\u306b\u78ba\u304b\u3081\u308b**\n5. **\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u3068\u6c7a\u3081\u305f\u3089\u3001\u7533\u8acb\u306e\u540d\u79f0\u3092\u5225\u540d\u3068\u3057\u3066\u8a18\u9332\u3059\u308b**\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u578b\u756a\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b\u3068\u3001\u307e\u308c\u306b\u5225\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u540c\u3058\u6587\u5b57\u5217\u306e\u578b\u756a\u304c\u4e00\u81f4\u3057\u307e\u3059\u3002**\u30e1\u30fc\u30ab\u30fc\u307e\u3067\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u3092\u5fc5\u305a\u898b\u307e\u3059\u3002**\n\n**\u5224\u65ad\u306b\u8ff7\u3063\u305f\u7533\u8acb\u306f\u3001\u305d\u306e\u5834\u3067\u6c7a\u3081\u305a\u306b\u4fdd\u7559\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002** \u4fdd\u7559\u304c\u9031\u306b\u6570\u4ef6\u305f\u307e\u3063\u305f\u3089\u3001\u8cfc\u8cb7\u3068\u8a2d\u8a08\u306e\u62c5\u5f53\u304c\u307e\u3068\u3081\u3066\u898b\u3066\u3001\u6bd4\u8f03\u306e\u898f\u5247\u306b\u8db3\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**1\u4ef6\u305a\u3064\u305d\u306e\u5834\u3067\u6c7a\u3081\u308b\u3068\u3001\u62c5\u5f53\u8005\u3054\u3068\u306b\u5224\u65ad\u304c\u5206\u304b\u308c\u3001\u898f\u5247\u306b\u623b\u3063\u3066\u304d\u307e\u305b\u3093\u3002**\n\n**\u76ee\u6a19\u306f\u3001\u6bd4\u8f03\u8868\u3092\u958b\u3044\u3066\u304b\u3089\u5224\u65ad\u307e\u3067\u3092\u6570\u5206\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002** \u305d\u308c\u3088\u308a\u9577\u304f\u304b\u304b\u308b\u7533\u8acb\u304c\u591a\u3044\u5206\u985e\u306f\u3001\u6bd4\u8f03\u306e\u898f\u5247\u306e\u9805\u76ee\u304c\u8db3\u308a\u306a\u3044\u304b\u3001\u7533\u8acb\u306e\u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u3063\u3066\u3044\u307e\u305b\u3093\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7533\u8acb\u306b\u578b\u756a\u304c\u7121\u3044\uff08\u6c4e\u7528\u54c1\u306a\u3069\uff09 | \u578b\u756a\u306e\u4e00\u81f4\u3092\u9664\u3044\u305f2\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u691c\u7d22\u3059\u308b |\n| \u54c1\u76ee\u306e\u5206\u985e\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u6bd4\u8f03\u306e\u898f\u5247\u304c\u4f7f\u3048\u306a\u3044\u306e\u3067\u3001\u5019\u88dc\u3092\u70b9\u6570\u9806\u306b\u4e26\u3079\u308b\u3060\u3051\u306b\u3057\u3001\u62c5\u5f53\u8005\u304c\u898b\u308b |\n| \u4ed5\u69d8\u306e\u6587\u7ae0\u304c\u307b\u3068\u3093\u3069\u7121\u3044 | \u9805\u76ee\u304c `missing` \u3070\u304b\u308a\u306b\u306a\u308b\u3002**\u7533\u8acb\u8005\u306b\u4ed5\u69d8\u3092\u66f8\u304d\u8db3\u3057\u3066\u3082\u3089\u3046** |\n| \u5f8c\u7d99\u54c1\u30fb\u6539\u756a\u306e\u54c1\u76ee\u304c\u5019\u88dc\u306b\u51fa\u308b | \u5ec3\u6b62\u306e\u54c1\u76ee\u306e\u5f8c\u7d99\u54c1\u306e\u60c5\u5831\u3092\u6dfb\u3048\u3066\u51fa\u3059\u3002\u5224\u65ad\u306f\u62c5\u5f53\u8005 |\n| \u540c\u3058\u65e5\u306b\u540c\u3058\u54c1\u7269\u306e\u7533\u8acb\u304c\u91cd\u306a\u308b | \u7533\u8acb\u4e2d\u306e\u54c1\u76ee\u3082\u7d22\u5f15\u306b\u5165\u308c\u3001\u4e92\u3044\u306b\u5019\u88dc\u3068\u3057\u3066\u51fa\u3059 |\n| \u57cb\u3081\u8fbc\u307f\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u578b\u756a\u3068\u6587\u5b57\u306e\u4e00\u81f4\u3060\u3051\u3067\u691c\u7d22\u3057\u3001\u6bd4\u8f03\u8868\u306b\u300c\u610f\u5473\u306e\u8fd1\u3055\u3092\u4f7f\u3063\u3066\u3044\u306a\u3044\u300d\u3068\u51fa\u3059 |\n| \u5019\u88dc\u304c1\u4ef6\u3082\u51fa\u306a\u3044 | \u300c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3068\u51fa\u3059\u3002**\u65b0\u898f\u306e\u767b\u9332\u304c\u59a5\u5f53\u306a\u5834\u5408\u304c\u591a\u3044\u304c\u3001\u62c5\u5f53\u8005\u304c\u5206\u985e\u3060\u3051\u306f\u78ba\u304b\u3081\u308b** |\n\n**\u6700\u5f8c\u306e\u884c\u3067\u3001\u300c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3092\u300c\u7121\u3044\u300d\u3068\u8a00\u3044\u5207\u3089\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8868\u8a18\u3086\u308c\u306e\u8868\u3084\u5225\u540d\u304c\u80b2\u3064\u307e\u3067\u306f\u3001\u898b\u3064\u304b\u3089\u306a\u3044\u3060\u3051\u306e\u91cd\u8907\u304c\u6b8b\u308a\u307e\u3059\u3002","log_storage":"- \u7533\u8acb\u306e\u5185\u5bb9\u3068\u3001\u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u578b\u756a\u30fb\u30e1\u30fc\u30ab\u30fc\u540d\n- \u9805\u76ee\u5206\u3051\u306e\u7d50\u679c\uff08\u5024\u3001`status`\u3001`evidence`\uff09\n- \u691c\u7d22\u306e\u5019\u88dc\u3068\u70b9\u6570\u3001\u898f\u5247\u306e\u7167\u5408\u306e\u7d50\u679c\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u6bd4\u8f03\u306e\u898f\u5247\u3068\u8868\u8a18\u3086\u308c\u306e\u8868\u306e\u7248**\n- \u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306e\u5224\u65ad\uff08\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\uff0f\u65b0\u898f\u306b\u767b\u9332\uff0f\u7533\u8acb\u8005\u306b\u78ba\u304b\u3081\u308b\uff09\u3068\u3001\u5224\u65ad\u3057\u305f\u4eba\u30fb\u65e5\u6642\n- \u5225\u540d\u3068\u3057\u3066\u8a18\u9332\u3057\u305f\u66f8\u304d\u65b9\n\n**4\u3064\u76ee\u306e\u5224\u65ad\u306e\u8a18\u9332\u3092\u3001\u898f\u5247\u306e\u898b\u76f4\u3057\u306b\u4f7f\u3044\u307e\u3059\u3002** `variant` \u3068\u51fa\u305f\u306e\u306b\u62c5\u5f53\u8005\u304c\u300c\u540c\u3058\u54c1\u7269\u300d\u3068\u5224\u65ad\u3057\u305f\u7d44\u307f\u5408\u308f\u305b\u304c\u591a\u3044\u9805\u76ee\u306f\u3001**\u6bd4\u8f03\u306e\u898f\u5247\u304c\u53b3\u3057\u3059\u304e\u308b\u304b\u3001\u8868\u8a18\u3086\u308c\u306e\u8868\u304c\u8db3\u308a\u307e\u305b\u3093\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":360,"assumption_workdays":20,"volume_month":360,"before_minutes_per_case":15,"after_minutes_per_case":4,"hourly_cost":3500,"before_hours_month":90,"after_hours_month":24,"saved_hours_month":66,"reduction_rate":73,"saved_hours_year":792,"annual_cost_effect":2772000,"summary":"\u54c1\u76ee\u30de\u30b9\u30bf\u306b\u65b0\u898f\u767b\u9332\u306e\u7533\u8acb\u304c\u51fa\u305f\u3068\u304d\u306b\u3001\u540d\u79f0\u30fb\u578b\u756a\u30fb\u4ed5\u69d8\u306e\u8fd1\u3044\u65e2\u5b58\u54c1\u76ee\u3092\u691c\u7d22\u3057\u3001\u91cd\u8907\u767b\u9332\u30fb\u5225\u540d\u767b\u9332\u30fb\u5225\u54c1\u76ee\u306e\u5019\u88dc\u3092\u6839\u62e0\u4ed8\u304d\u3067\u4e26\u3079\u307e\u3059\u3002\u767b\u9332\u3059\u308b\u304b\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u304b\u306f\u3001\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002","before_flow":"1. \u7533\u8acb\u8005\u304c\u3001\u540d\u79f0\u30fb\u30e1\u30fc\u30ab\u30fc\u30fb\u578b\u756a\u30fb\u4ed5\u69d8\u30fb\u5358\u4f4d\u30fb\u4f7f\u3046\u90e8\u7f72\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5165\u308c\u3066\u7533\u8acb\u3059\u308b\n2. \u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u3001\u578b\u756a\u3067\u54c1\u76ee\u30de\u30b9\u30bf\u3092\u691c\u7d22\u3059\u308b\n3. \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u540d\u79f0\u306e\u4e00\u90e8\u3001\u30e1\u30fc\u30ab\u30fc\u540d\u3001\u4ed5\u69d8\u306e\u4e00\u90e8\u3068\u3001\u8a00\u8449\u3092\u5909\u3048\u3066\u4f55\u5ea6\u3082\u691c\u7d22\u3059\u308b\n4. \u5019\u88dc\u304c\u898b\u3064\u304b\u308c\u3070\u3001\u305d\u306e\u54c1\u76ee\u306e\u4ed5\u69d8\u3092\u958b\u3044\u3066\u3001\u7533\u8acb\u30681\u9805\u76ee\u305a\u3064\u6bd4\u3079\u308b\n5. \u540c\u3058\u54c1\u7269\u306a\u3089\u3001\u7533\u8acb\u8005\u306b\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u3088\u3046\u8fd4\u3059\u3002\u9055\u3048\u3070\u65b0\u898f\u306b\u767b\u9332\u3059\u308b\n6. \u5224\u65ad\u306b\u8ff7\u3046\u3082\u306e\u306f\u3001\u7533\u8acb\u8005\u3084\u8a73\u3057\u3044\u62c5\u5f53\u8005\u306b\u805e\u304f\n\n**\uff08a\uff09\u66f8\u304d\u65b9\u304c\u9055\u3046\u3068\u898b\u3064\u304b\u3089\u306a\u3044\u3002** \u578b\u756a\u306e\u300cABC-123\u300d\u3068\u300cABC123\u300d\u3001\u30e1\u30fc\u30ab\u30fc\u540d\u306e\u300c\u682a\u5f0f\u4f1a\u793e\u300d\u306e\u6709\u7121\u3001\u540d\u79f0\u306e\u5168\u89d2\u3068\u534a\u89d2\u3002**\u691c\u7d22\u306e\u8a9e\u3092\u5909\u3048\u3066\u4f55\u5ea6\u3082\u8a66\u3059\u306e\u306f\u3001\u898b\u3064\u304b\u3089\u306a\u3044\u3053\u3068\u3092\u78ba\u304b\u3081\u308b\u4f5c\u696d\u3067\u3082\u3042\u308a\u3001\u7d42\u308f\u308a\u304c\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08b\uff09\u4ed5\u69d8\u306e\u5c0f\u3055\u306a\u9055\u3044\u3092\u898b\u843d\u3068\u3059\u3002** \u5019\u88dc\u304c\u898b\u3064\u304b\u3063\u3066\u3082\u3001\u9577\u3055\u30fb\u5f84\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u898f\u683c\u306e\u3069\u308c\u304b1\u3064\u304c\u9055\u3048\u3070\u5225\u306e\u54c1\u7269\u3067\u3059\u3002**\u6025\u3044\u3067\u3044\u308b\u3068\u3001\u540d\u79f0\u304c\u4e00\u81f4\u3057\u305f\u3068\u3053\u308d\u3067\u540c\u3058\u54c1\u7269\u3068\u5224\u65ad\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u9006\u306b\u3001\u5225\u306e\u54c1\u7269\u3092\u540c\u3058\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u73fe\u5834\u306b\u5408\u308f\u306a\u3044\u90e8\u54c1\u304c\u5c4a\u304d\u307e\u3059\u3002\n\n**\uff08c\uff09\u898b\u5206\u3051\u304c\u8a73\u3057\u3044\u62c5\u5f53\u8005\u983c\u307f\u3002** \u300c\u3053\u306e\u578b\u756a\u306f\u30e1\u30fc\u30ab\u30fc\u304c\u6539\u756a\u3057\u305f\u5f8c\u7d99\u54c1\u300d\u300c\u3053\u306e\u306d\u3058\u306f\u6614\u306e\u540d\u524d\u3067\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u300d\u3068\u3044\u3063\u305f\u77e5\u8b58\u306f\u3001\u5728\u7c4d\u306e\u9577\u3044\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u306b\u3042\u308a\u307e\u3059\u3002**\u8a18\u61b6\u3067\u898b\u3064\u3051\u305f\u91cd\u8907\u306f\u3001\u8a18\u9332\u304c\u6b8b\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u91cd\u8907\u306f\u5f8c\u304b\u3089\u52b9\u3044\u3066\u304f\u308b\u3002** \u540c\u3058\u54c1\u7269\u306b2\u3064\u306e\u30b3\u30fc\u30c9\u304c\u3042\u308b\u3068\u3001\u5728\u5eab\u304c\u5272\u308c\u3001\u767a\u6ce8\u304c\u307e\u3068\u307e\u3089\u305a\u3001\u68da\u5378\u3067\u6570\u304c\u5408\u3044\u307e\u305b\u3093\u3002**\u91cd\u8907\u3092\u5f8c\u304b\u3089\u7d71\u5408\u3059\u308b\u306e\u306f\u3001\u767b\u9332\u306e\u3068\u304d\u306b\u6b62\u3081\u308b\u3088\u308a\u4f55\u500d\u3082\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002**","before_flow_steps":["\u7533\u8acb\u8005\u304c\u3001\u540d\u79f0\u30fb\u30e1\u30fc\u30ab\u30fc\u30fb\u578b\u756a\u30fb\u4ed5\u69d8\u30fb\u5358\u4f4d\u30fb\u4f7f\u3046\u90e8\u7f72\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5165\u308c\u3066\u7533\u8acb\u3059\u308b","\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u3001\u578b\u756a\u3067\u54c1\u76ee\u30de\u30b9\u30bf\u3092\u691c\u7d22\u3059\u308b","\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u3001\u540d\u79f0\u306e\u4e00\u90e8\u3001\u30e1\u30fc\u30ab\u30fc\u540d\u3001\u4ed5\u69d8\u306e\u4e00\u90e8\u3068\u3001\u8a00\u8449\u3092\u5909\u3048\u3066\u4f55\u5ea6\u3082\u691c\u7d22\u3059\u308b","\u5019\u88dc\u304c\u898b\u3064\u304b\u308c\u3070\u3001\u305d\u306e\u54c1\u76ee\u306e\u4ed5\u69d8\u3092\u958b\u3044\u3066\u3001\u7533\u8acb\u30681\u9805\u76ee\u305a\u3064\u6bd4\u3079\u308b","\u540c\u3058\u54c1\u7269\u306a\u3089\u3001\u7533\u8acb\u8005\u306b\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u3088\u3046\u8fd4\u3059\u3002\u9055\u3048\u3070\u65b0\u898f\u306b\u767b\u9332\u3059\u308b","\u5224\u65ad\u306b\u8ff7\u3046\u3082\u306e\u306f\u3001\u7533\u8acb\u8005\u3084\u8a73\u3057\u3044\u62c5\u5f53\u8005\u306b\u805e\u304f"],"after_flow":"1. **\u3010\u4eba\u3011** \u7533\u8acb\u8005\u304c\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u7533\u8acb\u3059\u308b\uff08\u540d\u79f0\u30fb\u30e1\u30fc\u30ab\u30fc\u30fb\u578b\u756a\u30fb\u4ed5\u69d8\u30fb\u5358\u4f4d\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u7533\u8acb\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u578b\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u540d\u3092\u8868\u8a18\u306e\u3086\u308c\u3092\u305d\u308d\u3048\u305f\u5f62\u306b\u76f4\u3059\n3. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u4ed5\u69d8\u306e\u6587\u7ae0\u3092\u5bf8\u6cd5\u30fb\u6750\u8cea\u30fb\u898f\u683c\u306a\u3069\u306e\u9805\u76ee\u306b\u5206\u3051\u308b\n4. **\u3010\u81ea\u52d5\u3011** \u691c\u7d22\u57fa\u76e4\u3067\u3001\u578b\u756a\u306e\u4e00\u81f4\u3001\u540d\u79f0\u306e\u6587\u5b57\u306e\u4e00\u81f4\u3001\u610f\u5473\u306e\u8fd1\u3055\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u65e2\u5b58\u54c1\u76ee\u3092\u691c\u7d22\u3057\u3001\u4e0a\u4f4d20\u4ef6\u306e\u5019\u88dc\u3092\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u898f\u5247\u3067\u3001\u5019\u88dc\u3054\u3068\u306b\u9805\u76ee\u30921\u3064\u305a\u3064\u6bd4\u3079\u3001`same`\uff08\u540c\u3058\u54c1\u7269\u306e\u7591\u3044\uff09\uff0f `alias`\uff08\u66f8\u304d\u65b9\u9055\u3044\u306e\u7591\u3044\uff09\uff0f `variant`\uff08\u4ed5\u69d8\u304c\u9055\u3046\u8fd1\u3044\u54c1\u7269\uff09\uff0f `different` \u306b\u5206\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u7533\u8acb\u3068\u5019\u88dc\u306e\u6bd4\u8f03\u8868\u3092\u3001\u9055\u3046\u9805\u76ee\u306b\u5370\u3092\u4ed8\u3051\u3066\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306b\u56de\u3059\n7. **\u3010\u4eba\u3011** \u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u6bd4\u8f03\u8868\u3092\u898b\u3066\u3001\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\uff0f\u65b0\u898f\u306b\u767b\u9332\u3059\u308b\uff0f\u7533\u8acb\u8005\u306b\u78ba\u304b\u3081\u308b\u3001\u3092\u6c7a\u3081\u308b\n8. **\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u3068\u304d\u306f\u3001\u7533\u8acb\u306e\u540d\u79f0\u3092\u65e2\u5b58\u54c1\u76ee\u306e\u5225\u540d\u3068\u3057\u3066\u8a18\u9332\u3059\u308b\n\n**7\u756a\u76ee\u306e\u5224\u65ad\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002** \u5019\u88dc\u306e\u4e26\u3073\u306f\u3001\u898b\u3064\u3051\u306b\u304f\u3044\u91cd\u8907\u3092\u898b\u3064\u3051\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3001**\u540c\u3058\u54c1\u7269\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5f8c\u7d99\u54c1\u3084\u4e92\u63db\u54c1\u306e\u3088\u3046\u306b\u3001\u4ed5\u69d8\u306f\u540c\u3058\u3067\u3082\u5225\u306e\u30b3\u30fc\u30c9\u3067\u7ba1\u7406\u3059\u308b\u4e8b\u60c5\u304c\u3042\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\n\n**8\u756a\u76ee\u3067\u5225\u540d\u3092\u8a18\u9332\u3059\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3092\u80b2\u3066\u308b\u5de5\u7a0b\u3067\u3059\u3002** \u7533\u8acb\u306e\u66f8\u304d\u65b9\u3092\u65e2\u5b58\u54c1\u76ee\u306b\u7d50\u3073\u4ed8\u3051\u3066\u304a\u3051\u3070\u3001**\u6b21\u306b\u540c\u3058\u66f8\u304d\u65b9\u306e\u7533\u8acb\u304c\u6765\u305f\u3068\u304d\u306b\u3001\u3044\u3061\u3070\u3093\u4e0a\u306b\u51fa\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u7533\u8acb\u8005\u304c\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u7533\u8acb\u3059\u308b\uff08\u540d\u79f0\u30fb\u30e1\u30fc\u30ab\u30fc\u30fb\u578b\u756a\u30fb\u4ed5\u69d8\u30fb\u5358\u4f4d\uff09","**\u3010\u81ea\u52d5\u3011** \u7533\u8acb\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u578b\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u540d\u3092\u8868\u8a18\u306e\u3086\u308c\u3092\u305d\u308d\u3048\u305f\u5f62\u306b\u76f4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u4ed5\u69d8\u306e\u6587\u7ae0\u3092\u5bf8\u6cd5\u30fb\u6750\u8cea\u30fb\u898f\u683c\u306a\u3069\u306e\u9805\u76ee\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u691c\u7d22\u57fa\u76e4\u3067\u3001\u578b\u756a\u306e\u4e00\u81f4\u3001\u540d\u79f0\u306e\u6587\u5b57\u306e\u4e00\u81f4\u3001\u610f\u5473\u306e\u8fd1\u3055\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u65e2\u5b58\u54c1\u76ee\u3092\u691c\u7d22\u3057\u3001\u4e0a\u4f4d20\u4ef6\u306e\u5019\u88dc\u3092\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u898f\u5247\u3067\u3001\u5019\u88dc\u3054\u3068\u306b\u9805\u76ee\u30921\u3064\u305a\u3064\u6bd4\u3079\u3001`same`\uff08\u540c\u3058\u54c1\u7269\u306e\u7591\u3044\uff09\uff0f `alias`\uff08\u66f8\u304d\u65b9\u9055\u3044\u306e\u7591\u3044\uff09\uff0f `variant`\uff08\u4ed5\u69d8\u304c\u9055\u3046\u8fd1\u3044\u54c1\u7269\uff09\uff0f `different` \u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u7533\u8acb\u3068\u5019\u88dc\u306e\u6bd4\u8f03\u8868\u3092\u3001\u9055\u3046\u9805\u76ee\u306b\u5370\u3092\u4ed8\u3051\u3066\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306b\u56de\u3059","**\u3010\u4eba\u3011** \u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u6bd4\u8f03\u8868\u3092\u898b\u3066\u3001\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\uff0f\u65b0\u898f\u306b\u767b\u9332\u3059\u308b\uff0f\u7533\u8acb\u8005\u306b\u78ba\u304b\u3081\u308b\u3001\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\uff0f\u81ea\u52d5\u3011** \u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u3068\u304d\u306f\u3001\u7533\u8acb\u306e\u540d\u79f0\u3092\u65e2\u5b58\u54c1\u76ee\u306e\u5225\u540d\u3068\u3057\u3066\u8a18\u9332\u3059\u308b"],"architecture":"```\n\u65b0\u898f\u767b\u9332\u306e\u7533\u8acb\uff08\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u7533\u8acb\u306e\u63d0\u51fa\nAWS Lambda \u2500\u2500 \u578b\u756a\u30fb\u30e1\u30fc\u30ab\u30fc\u540d\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b\n   \u251c\u2500\u2500\u25b6 Claude API \u2500\u2500 \u4ed5\u69d8\u306e\u6587\u7ae0\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09\n   \u251c\u2500\u2500\u25b6 Amazon Titan Text Embeddings V2 \u2500\u2500 \u540d\u79f0\u3068\u4ed5\u69d8\u306e\u57cb\u3081\u8fbc\u307f\n   \u25bc\nAmazon OpenSearch Service\uff08\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u7d22\u5f15\uff09\n   \u2502   \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\uff1a\u578b\u756a\u306e\u4e00\u81f4 \uff0b \u540d\u79f0\u306e\u6587\u5b57\u306e\u4e00\u81f4 \uff0b \u610f\u5473\u306e\u8fd1\u3055\n   \u2502   \u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3067\u70b9\u6570\u3092\u305d\u308d\u3048\u3066\u4e26\u3079\u308b\n   \u25bc\nAWS Lambda \u2500\u2500 \u9805\u76ee\u3054\u3068\u306e\u898f\u5247\u306e\u7167\u5408\uff08same \uff0f alias \uff0f variant \uff0f different\uff09\n   \u25bc\n\u6bd4\u8f03\u8868 \u2500\u2500\u25b6\u3010\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3011\u2500\u2500\u25b6 \u54c1\u76ee\u30de\u30b9\u30bf\uff08\u767b\u9332\u30fb\u5225\u540d\u306e\u8a18\u9332\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Amazon OpenSearch Service\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3001\u65e5\u672c\u8a9e\u306e\u89e3\u6790\uff09 | Vertex AI Search\uff08Agent Search\uff09\u3001Azure AI Search |\n| \u57cb\u3081\u8fbc\u307f | Amazon Titan Text Embeddings V2\uff08Amazon Bedrock\uff09 | Cohere Embed |\n| \u751f\u6210AI | Claude API\uff08\u4ed5\u69d8\u306e\u6587\u7ae0\u306e\u9805\u76ee\u5206\u3051\uff09 | Gemini API |\n| \u9023\u643a | AWS Lambda\uff08\u7533\u8acb\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3057\u3001\u898f\u5247\u3067\u7167\u5408\u3059\u308b\uff09 | AWS Step Functions |\n\n**\u751f\u7523\u7ba1\u7406\u30fb\u8cfc\u8cb7\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u54c1\u76ee\u30de\u30b9\u30bf\u306f\u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u3067\u7d22\u5f15\u306b\u5199\u3057\u3001**\u7d22\u5f15\u304b\u3089\u54c1\u76ee\u30de\u30b9\u30bf\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u66f8\u304d\u51fa\u3057\u3068\u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u306e\u9023\u643a\u306f\u3001\u88fd\u54c1\u306b\u3088\u3063\u3066\u9055\u3046\u305f\u3081\u3001\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u4f5c\u308a\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Amazon OpenSearch Service \u3067\u3059\u3002** \u65e5\u672c\u8a9e\u306e\u89e3\u6790\u306e\u305f\u3081\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\uff08kuromoji\u3001ICU\u3001\u65e5\u672c\u8a9e\u5411\u3051\u306b\u52e7\u3081\u3089\u308c\u3066\u3044\u308b Sudachi\uff09\u3068\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e k-NN\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u691c\u7d22\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u4f7f\u3048\u307e\u3059\u3002**\u6587\u5b57\u306e\u4e00\u81f4\u3068\u610f\u5473\u306e\u8fd1\u3055\u30921\u3064\u306e\u691c\u7d22\u3067\u7d44\u307f\u5408\u308f\u305b\u3089\u308c\u308b\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306b\u5408\u3063\u3066\u3044\u307e\u3059\u3002**\n\n**\u7d44\u307f\u5408\u308f\u305b\u306b\u306f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u3092\u4f7f\u3044\u307e\u3059\u3002** \u8907\u6570\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u70b9\u6570\u30921\u3064\u306b\u307e\u3068\u3081\u308b\u554f\u3044\u5408\u308f\u305b\u3067\u3001**\u4e2d\u306b\u5165\u308c\u3089\u308c\u308b\u554f\u3044\u5408\u308f\u305b\u306f\u6700\u59275\u3064\u3067\u3059\u3002** \u70b9\u6570\u306e\u307e\u3068\u3081\u65b9\u306f\u3001\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3067\u6c7a\u3081\u307e\u3059\u3002**\u6587\u5b57\u306e\u4e00\u81f4\u306e\u70b9\u6570\u3068\u610f\u5473\u306e\u8fd1\u3055\u306e\u70b9\u6570\u306f\u7269\u5dee\u3057\u304c\u9055\u3046\u306e\u3067\u30010\u301c1\u306b\u305d\u308d\u3048\u3066\u304b\u3089\u91cd\u307f\u3092\u4ed8\u3051\u3066\u8db3\u3057\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u7533\u8acb\u304c\u63d0\u51fa\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u63d0\u51fa\u304b\u3089\u6570\u5341\u79d2\u3067\u6bd4\u8f03\u8868\u304c\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306e\u753b\u9762\u306b\u51fa\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u6bce\u65e5\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u3068\u3001\u540c\u3058\u65e5\u306b\u540c\u3058\u54c1\u7269\u306e\u7533\u8acb\u304c2\u4ef6\u51fa\u305f\u3068\u304d\u3001\u4e92\u3044\u306b\u898b\u3064\u3051\u3089\u308c\u307e\u305b\u3093\u3002**\n\n\u305d\u306e\u305f\u3081\u3001**\u7533\u8acb\u4e2d\u306e\u54c1\u76ee\u3082\u7d22\u5f15\u306b\u5165\u308c\u307e\u3059\u3002** \u627f\u8a8d\u3055\u308c\u308b\u307e\u3067\u306f\u300c\u7533\u8acb\u4e2d\u300d\u306e\u72b6\u614b\u3092\u4ed8\u3051\u3066\u304a\u304d\u3001\u540c\u3058\u54c1\u7269\u306e\u7533\u8acb\u304c\u91cd\u306a\u3063\u305f\u3068\u304d\u306b\u5019\u88dc\u3068\u3057\u3066\u51fa\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u7d22\u5f15\u306f\u3001\u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u3067\u66f4\u65b0\u3057\u307e\u3059\u3002**\u65b0\u898f\u306b\u767b\u9332\u3055\u308c\u305f\u54c1\u76ee\u3068\u3001\u5225\u540d\u304c\u8db3\u3055\u308c\u305f\u54c1\u76ee\u3092\u3001\u7fcc\u671d\u306b\u306f\u5019\u88dc\u3068\u3057\u3066\u51fa\u305b\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7533\u8acb | \u540d\u79f0\u3001\u30e1\u30fc\u30ab\u30fc\u3001\u578b\u756a\u3001\u4ed5\u69d8\u306e\u6587\u7ae0\u3001\u5358\u4f4d\u3001\u4f7f\u3046\u90e8\u7f72\u3001\u7533\u8acb\u8005 | \u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc |\n| \u54c1\u76ee\u30de\u30b9\u30bf | \u54c1\u76ee\u30b3\u30fc\u30c9\u3001\u540d\u79f0\u3001\u30e1\u30fc\u30ab\u30fc\u3001\u578b\u756a\u3001\u4ed5\u69d8\u3001\u5358\u4f4d\u3001\u72b6\u614b\uff08\u6709\u52b9\u30fb\u5ec3\u6b62\u30fb\u7533\u8acb\u4e2d\uff09\u3001\u5225\u540d | \u751f\u7523\u7ba1\u7406\u30fb\u8cfc\u8cb7\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 |\n| \u9805\u76ee\u306b\u5206\u3051\u305f\u4ed5\u69d8 | \u5bf8\u6cd5\u3001\u6750\u8cea\u3001\u8868\u9762\u51e6\u7406\u3001\u898f\u683c\u3001\u8272\u3001\u5bb9\u91cf\u306a\u3069\u54c1\u76ee\u306e\u5206\u985e\u3054\u3068\u306e\u9805\u76ee | \u751f\u6210AI\u3067\u4f5c\u308a\u3001\u7d22\u5f15\u306b\u6301\u305f\u305b\u308b |\n| \u8868\u8a18\u3086\u308c\u306e\u8868 | \u30e1\u30fc\u30ab\u30fc\u540d\u306e\u7565\u79f0\u3068\u6b63\u5f0f\u540d\u3001\u6750\u8cea\u306e\u66f8\u304d\u65b9\uff08SUS304\uff0f\u30b9\u30c6\u30f3\u30ec\u30b9304\uff09 | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n| \u54c1\u76ee\u306e\u5206\u985e\u3054\u3068\u306e\u6bd4\u8f03\u306e\u898f\u5247 | \u3069\u306e\u9805\u76ee\u304c\u4e00\u81f4\u3059\u308c\u3070\u540c\u3058\u54c1\u7269\u304b | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e\u6bd4\u8f03\u306e\u898f\u5247\u3067\u3059\u3002** \u306d\u3058\u306a\u3089\u300c\u7a2e\u985e\u30fb\u5f84\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u898f\u683c\u300d\u3001\u30db\u30fc\u30b9\u306a\u3089\u300c\u5185\u5f84\u30fb\u5916\u5f84\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8010\u5727\u300d\u3001\u624b\u888b\u306a\u3089\u300c\u6750\u8cea\u30fb\u30b5\u30a4\u30ba\u30fb\u679a\u6570\u306e\u5358\u4f4d\u300d\u306e\u3088\u3046\u306b\u3001**\u5206\u985e\u3054\u3068\u306b\u300c\u3069\u306e\u9805\u76ee\u304c\u4e00\u81f4\u3059\u308c\u3070\u540c\u3058\u54c1\u7269\u304b\u300d\u3092\u6c7a\u3081\u307e\u3059\u3002** \u6700\u521d\u306f\u7533\u8acb\u306e\u591a\u3044\u5206\u985e\u304b\u308910\u500b\u7a0b\u5ea6\u3067\u59cb\u3081\u307e\u3059\u3002\n\n**\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u300c\u5225\u540d\u300d\u306e\u5217\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u80b2\u3066\u308b\u3082\u306e\u3067\u3059\u3002** \u7533\u8acb\u306e\u66f8\u304d\u65b9\u3092\u65e2\u5b58\u54c1\u76ee\u306b\u7d50\u3073\u4ed8\u3051\u305f\u8a18\u9332\u3092\u3001\u691c\u7d22\u306e\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u7d22\u5f15\u306f\u3001\u6b21\u306e\u9805\u76ee\u3092\u6301\u305f\u305b\u3066\u4f5c\u308a\u307e\u3059\u3002\n\n| \u9805\u76ee | \u578b | \u4f7f\u3044\u9053 |\n|:--|:--|:--|\n| `item_code` | \u30ad\u30fc\u30ef\u30fc\u30c9 | \u54c1\u76ee\u306e\u8b58\u5225 |\n| `name` | \u30c6\u30ad\u30b9\u30c8\uff08\u65e5\u672c\u8a9e\u306e\u89e3\u6790\uff09 | \u540d\u79f0\u306e\u6587\u5b57\u306e\u4e00\u81f4 |\n| `aliases` | \u30c6\u30ad\u30b9\u30c8\uff08\u65e5\u672c\u8a9e\u306e\u89e3\u6790\uff09 | \u904e\u53bb\u306e\u7533\u8acb\u306e\u66f8\u304d\u65b9\u3068\u306e\u4e00\u81f4 |\n| `maker_norm` | \u30ad\u30fc\u30ef\u30fc\u30c9 | \u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u30e1\u30fc\u30ab\u30fc\u540d\u306e\u4e00\u81f4 |\n| `model_no_norm` | \u30ad\u30fc\u30ef\u30fc\u30c9 | \u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u578b\u756a\u306e\u5b8c\u5168\u4e00\u81f4 |\n| `spec_text` | \u30c6\u30ad\u30b9\u30c8\uff08\u65e5\u672c\u8a9e\u306e\u89e3\u6790\uff09 | \u4ed5\u69d8\u306e\u6587\u5b57\u306e\u4e00\u81f4 |\n| `spec_attrs` | \u30aa\u30d6\u30b8\u30a7\u30af\u30c8 | \u9805\u76ee\u306b\u5206\u3051\u305f\u4ed5\u69d8\uff08\u898f\u5247\u306e\u7167\u5408\u306b\u4f7f\u3046\uff09 |\n| `embedding` | \u30d9\u30af\u30c8\u30eb\uff081,024\u6b21\u5143\uff09 | \u540d\u79f0\u3068\u4ed5\u69d8\u306e\u610f\u5473\u306e\u8fd1\u3055 |\n| `status` | \u30ad\u30fc\u30ef\u30fc\u30c9 | \u6709\u52b9\u30fb\u5ec3\u6b62\u30fb\u7533\u8acb\u4e2d\u3067\u7d5e\u308a\u8fbc\u3080 |\n\n**\u65e5\u672c\u8a9e\u306e\u89e3\u6790\u306b\u306f\u3001ICU \u306e\u6b63\u898f\u5316\u3067\u5168\u89d2\u30fb\u534a\u89d2\u3092\u305d\u308d\u3048\u3001kuromoji \u304b Sudachi \u3067\u8a9e\u306b\u5206\u3051\u307e\u3059\u3002** \u300c\uff8e\uff9e\uff99\uff84\u300d\u3068\u300c\u30dc\u30eb\u30c8\u300d\u304c\u540c\u3058\u8a9e\u3068\u3057\u3066\u6271\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u57cb\u3081\u8fbc\u307f\u306f\u3001Amazon Titan Text Embeddings V2 \u3067\u4f5c\u308a\u307e\u3059\u3002** \u5165\u529b\u306f\u6700\u59278,192\u30c8\u30fc\u30af\u30f3\uff0850,000\u6587\u5b57\uff09\u3001\u51fa\u529b\u306f\u65e2\u5b9a\u30671,024\u6b21\u5143\u306e\u30d9\u30af\u30c8\u30eb\u3067\u3059\u3002**\u82f1\u8a9e\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u3066\u3001\u65e5\u672c\u8a9e\u3092\u542b\u3080\u591a\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3059\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u54c1\u76ee\u306e\u540d\u79f0\u3068\u4ed5\u69d8\u306f\u77ed\u3044\u6587\u306a\u306e\u3067\u3001\u5165\u529b\u306e\u4e0a\u9650\u306f\u554f\u984c\u306b\u306a\u308a\u307e\u305b\u3093\u3002\n\n**\u691c\u7d22\u306f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u306b3\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5165\u308c\u307e\u3059\u3002**\n\n| \u554f\u3044\u5408\u308f\u305b | \u4e2d\u8eab | \u91cd\u307f |\n|:--|:--|--:|\n| \u578b\u756a\u306e\u4e00\u81f4 | `model_no_norm` \u306e\u5b8c\u5168\u4e00\u81f4\u3068\u3001`maker_norm` \u306e\u4e00\u81f4 | 0.4 |\n| \u540d\u79f0\u3068\u5225\u540d\u306e\u6587\u5b57\u306e\u4e00\u81f4 | `name`\u30fb`aliases`\u30fb`spec_text` \u3078\u306e\u5168\u6587\u691c\u7d22 | 0.3 |\n| \u610f\u5473\u306e\u8fd1\u3055 | `embedding` \u3078\u306e\u30d9\u30af\u30c8\u30eb\u691c\u7d22 | 0.3 |\n\n\u70b9\u6570\u3092\u307e\u3068\u3081\u308b\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u4f5c\u308a\u307e\u3059\u3002\n\n```json\nPUT \/_search\/pipeline\/item-dup-pipeline\n{\n  \"description\": \"\u54c1\u76ee\u306e\u91cd\u8907\u5019\u88dc\u306e\u70b9\u6570\u3092\u305d\u308d\u3048\u308b\",\n  \"phase_results_processors\": [\n    {\n      \"normalization-processor\": {\n        \"normalization\": { \"technique\": \"min_max\" },\n        \"combination\": {\n          \"technique\": \"arithmetic_mean\",\n          \"parameters\": { \"weights\": [0.4, 0.3, 0.3] }\n        }\n      }\n    }\n  ]\n}\n```\n\n`weights` \u306e\u4e26\u3073\u306f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u306e `queries` \u306b\u5165\u308c\u305f\u554f\u3044\u5408\u308f\u305b\u306e\u9806\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u306e\u9806\u3092\u5165\u308c\u66ff\u3048\u305f\u3089\u3001\u91cd\u307f\u306e\u9806\u3082\u5fc5\u305a\u5165\u308c\u66ff\u3048\u307e\u3059\u3002** \u5165\u308c\u66ff\u3048\u5fd8\u308c\u308b\u3068\u3001\u578b\u756a\u306e\u4e00\u81f4\u3088\u308a\u610f\u5473\u306e\u8fd1\u3055\u304c\u91cd\u304f\u6271\u308f\u308c\u3001\u7b2c1\u7ae0\u306e M6 \u3068 M8 \u306e\u3088\u3046\u306a\u5019\u88dc\u304c\u4e0a\u306b\u6765\u307e\u3059\u3002\n\n**\u91cd\u307f\u306f\u5408\u8a08\u304c1\u306b\u306a\u308b\u3088\u3046\u306b\u6c7a\u3081\u307e\u3059\u3002** \u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3067\u3001\u70b9\u6570\u3092\u6700\u5c0f\u30fb\u6700\u5927\u3067\u305d\u308d\u3048\u308b\u65b9\u5f0f\uff08`min_max`\uff09\u3068\u3001\u91cd\u307f\u4ed8\u304d\u306e\u5e73\u5747\uff08`arithmetic_mean`\uff09\u3092\u4f7f\u3044\u307e\u3059\u3002**\u578b\u756a\u306e\u4e00\u81f4\u306e\u91cd\u307f\u3092\u9ad8\u304f\u3059\u308b\u306e\u306f\u3001\u578b\u756a\u304c\u4e00\u81f4\u3059\u308c\u3070\u3001\u305d\u308c\u3060\u3051\u3067\u5f37\u3044\u624b\u304c\u304b\u308a\u306b\u306a\u308b\u304b\u3089\u3067\u3059\u3002** \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u306e `filter` \u3067 `status` \u3092\u300c\u6709\u52b9\u300d\u3068\u300c\u7533\u8acb\u4e2d\u300d\u306b\u7d5e\u308a\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u578b\u756a\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b** \u2026 \u5168\u89d2\u3092\u534a\u89d2\u306b\u3001\u82f1\u5b57\u3092\u5927\u6587\u5b57\u306b\u3001\u30cf\u30a4\u30d5\u30f3\u30fb\u30b9\u30da\u30fc\u30b9\u30fb\u30b9\u30e9\u30c3\u30b7\u30e5\u3092\u53d6\u308a\u9664\u3044\u305f\u5f62\u3092 `model_no_norm` \u306b\u3057\u307e\u3059\u3002**\u5143\u306e\u578b\u756a\u3082\u305d\u306e\u307e\u307e\u6b8b\u3057\u307e\u3059**\n2. **\u30e1\u30fc\u30ab\u30fc\u540d\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c\u682a\u5f0f\u4f1a\u793e\u300d\u300c(\u682a)\u300d\u3092\u5916\u3057\u3001\u8868\u8a18\u3086\u308c\u306e\u8868\u3067\u6b63\u5f0f\u540d\u306b\u5bc4\u305b\u307e\u3059\n3. **\u5358\u4f4d\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c1\u7bb1(100\u672c\u5165)\u300d\u3068\u300c100\u672c\u300d\u306e\u3088\u3046\u306b\u3001\u5165\u6570\u3068\u5358\u4f4d\u3092\u5206\u3051\u307e\u3059\n4. **\u4ed5\u69d8\u306e\u6587\u7ae0\u3092\u9805\u76ee\u306b\u5206\u3051\u308b** \u2026 \u751f\u6210AI\u3067\u3001\u54c1\u76ee\u306e\u5206\u985e\u3054\u3068\u306e\u9805\u76ee\u306b\u5206\u3051\u307e\u3059\uff08\u6b21\u306e\u5c0f\u898b\u51fa\u3057\uff09\n5. **\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u5074\u3082\u540c\u3058\u51e6\u7406\u3092\u3059\u308b** \u2026 \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u306e\u305f\u3073\u306b\u3001\u65b0\u3057\u3044\u54c1\u76ee\u3068\u5909\u308f\u3063\u305f\u54c1\u76ee\u3060\u3051\u51e6\u7406\u3057\u307e\u3059\n6. **\u5ec3\u6b62\u306e\u54c1\u76ee\u3092\u5206\u3051\u308b** \u2026 \u5ec3\u6b62\u306e\u54c1\u76ee\u306f\u691c\u7d22\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u307e\u3059\u304c\u3001**\u5f8c\u7d99\u54c1\u306e\u60c5\u5831\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u54c1\u76ee\u306e\u5019\u88dc\u3068\u3057\u3066\u51fa\u3057\u307e\u3059**\n\n**1\u756a\u76ee\u3067\u3001\u5143\u306e\u578b\u756a\u3092\u6d88\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u578b\u756a\u306f\u691c\u7d22\u306e\u305f\u3081\u306e\u3082\u306e\u3067\u3001**\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u6bd4\u8f03\u8868\u3067\u898b\u308b\u306e\u306f\u3001\u7533\u8acb\u3068\u65e2\u5b58\u54c1\u76ee\u306e\u5143\u306e\u66f8\u304d\u65b9\u3067\u3059\u3002** \u305d\u308d\u3048\u305f\u5f62\u3060\u3051\u3092\u898b\u305b\u308b\u3068\u3001\u672c\u5f53\u306b\u540c\u3058\u578b\u756a\u306a\u306e\u304b\u3001\u305d\u308d\u3048\u305f\u305b\u3044\u3067\u540c\u3058\u306b\u898b\u3048\u3066\u3044\u308b\u306e\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u4ed5\u69d8\u306e\u6587\u7ae0\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u63a2\u3059\u306e\u306f\u691c\u7d22\u57fa\u76e4\u3001\u6bd4\u3079\u308b\u306e\u306f\u898f\u5247\u3067\u3059\u3002\n\n| \u62c5\u3044\u624b | \u3055\u305b\u308b\u3053\u3068 |\n|:--|:--|\n| Claude API | \u7533\u8acb\u3068\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u4ed5\u69d8\u306e\u6587\u7ae0\u304b\u3089\u3001\u5206\u985e\u3054\u3068\u306e\u9805\u76ee\uff08\u5bf8\u6cd5\u3001\u6750\u8cea\u3001\u898f\u683c\u306a\u3069\uff09\u3092\u53d6\u308a\u51fa\u3059 |\n| \u57cb\u3081\u8fbc\u307f\u306e\u30e2\u30c7\u30eb | \u540d\u79f0\u3068\u4ed5\u69d8\u306e\u30d9\u30af\u30c8\u30eb\u3092\u4f5c\u308b |\n| Amazon OpenSearch Service | \u578b\u756a\u30fb\u6587\u5b57\u30fb\u610f\u5473\u306e\u8fd1\u3055\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u5019\u88dc\u3092\u62fe\u3046 |\n| \u898f\u5247 | \u5019\u88dc\u3054\u3068\u306b\u9805\u76ee\u30921\u3064\u305a\u3064\u6bd4\u3079\u3001`same` \uff0f `alias` \uff0f `variant` \uff0f `different` \u306b\u5206\u3051\u308b |\n\n**\u898f\u5247\u3067\u306e\u5206\u3051\u65b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002**\n\n| \u7d50\u679c | \u6761\u4ef6 |\n|:--|:--|\n| `same` | \u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u578b\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u304c\u4e00\u81f4\u3059\u308b |\n| `alias` | \u578b\u756a\u306f\u7121\u3044\u304b\u4e00\u81f4\u3057\u306a\u3044\u304c\u3001\u6bd4\u8f03\u306e\u898f\u5247\u306e\u3059\u3079\u3066\u306e\u9805\u76ee\u304c\u4e00\u81f4\u3057\u3001\u540d\u79f0\u306e\u66f8\u304d\u65b9\u3060\u3051\u304c\u9055\u3046 |\n| `variant` | \u6bd4\u8f03\u306e\u898f\u5247\u306e\u9805\u76ee\u306e\u3046\u3061\u30011\u3064\u4ee5\u4e0a\u304c\u9055\u3046\uff08\u5f84\u30fb\u9577\u3055\u30fb\u6750\u8cea\u306a\u3069\uff09 |\n| `different` | \u54c1\u76ee\u306e\u5206\u985e\u304c\u9055\u3046\u3001\u307e\u305f\u306f\u6bd4\u8f03\u306e\u898f\u5247\u306e\u9805\u76ee\u306e\u534a\u5206\u4ee5\u4e0a\u304c\u9055\u3046 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u540c\u3058\u54c1\u7269\u304b\u3069\u3046\u304b\u306e\u5224\u5b9a | \u6570\u5b57\u306e\u9055\u3044\u3092\u610f\u5473\u306e\u8fd1\u3055\u3067\u4e38\u3081\u308b |\n| \u4ed5\u69d8\u306e\u5024\u306e\u88dc\u5b8c | \u300cM6\u300d\u3068\u66f8\u3044\u3066\u3042\u308b\u3060\u3051\u306e\u7533\u8acb\u306b\u3001\u9577\u3055\u3092\u63a8\u6e2c\u3067\u5165\u308c\u306a\u3044 |\n| \u5358\u4f4d\u306e\u63db\u7b97 | \u300c\u30a4\u30f3\u30c1\u300d\u3092\u300cmm\u300d\u306b\u76f4\u3059\u3088\u3046\u306a\u63db\u7b97\u306f\u898f\u5247\u306e\u5074\u3067\u884c\u3046 |\n| \u5f8c\u7d99\u54c1\u30fb\u4e92\u63db\u54c1\u306e\u5224\u65ad | \u30e1\u30fc\u30ab\u30fc\u306e\u60c5\u5831\u3068\u793e\u5185\u306e\u53d6\u308a\u6c7a\u3081\u3067\u6c7a\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u5927\u4e8b\u3067\u3059\u3002** \u751f\u6210AI\u306b\u300c\u3053\u306e2\u3064\u306f\u540c\u3058\u54c1\u7269\u304b\u300d\u3068\u805e\u304f\u3068\u3001\u540d\u79f0\u3068\u7528\u9014\u304c\u8fd1\u3051\u308c\u3070\u300c\u540c\u3058\u300d\u3068\u7b54\u3048\u304c\u3061\u3067\u3059\u3002**\u5f84\u304c6\u30688\u3067\u9055\u3046\u3053\u3068\u306f\u66f8\u304b\u308c\u3066\u3044\u308b\u306e\u306b\u3001\u305d\u308c\u3092\u5c0f\u3055\u306a\u9055\u3044\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002** \u6bd4\u3079\u308b\u306e\u306f\u898f\u5247\u3067\u3001\u751f\u6210AI\u306f\u9805\u76ee\u306b\u5206\u3051\u308b\u3068\u3053\u308d\u307e\u3067\u306b\u3057\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u88fd\u9020\u696d\u306e\u8cfc\u8cb7\u90e8\u3067\u3001\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u4ed5\u69d8\u3092\u6574\u7406\u3059\u308b\u4fc2\u3067\u3059\u3002\n\u6b21\u306e\u3010\u4ed5\u69d8\u306e\u6587\u7ae0\u3011\u304b\u3089\u3001\u3010\u54c1\u76ee\u306e\u5206\u985e\u3011\u3054\u3068\u306b\u6c7a\u3081\u3089\u308c\u305f\u9805\u76ee\u306e\u5024\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u54c1\u76ee\u306e\u5206\u985e\u3011{category}\n\u3010\u53d6\u308a\u51fa\u3059\u9805\u76ee\u3011{attribute_list}\n  \uff08\u4f8b\uff1a\u306d\u3058 \u2026 \u7a2e\u985e\u3001\u547c\u3073\u5f84\u3001\u9577\u3055\u3001\u6750\u8cea\u3001\u8868\u9762\u51e6\u7406\u3001\u898f\u683c\uff09\n\u3010\u540d\u79f0\u3011{name}\n\u3010\u578b\u756a\u3011{model_no}\n\u3010\u4ed5\u69d8\u306e\u6587\u7ae0\u3011{spec_text}\n\n\u3010\u5b88\u308b\u3053\u3068\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u308b\u5024\u3060\u3051\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f value \u3092\u7a7a\u306b\u3057\u3001\n  status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300cM6\u300d\u3068\u3060\u3051\u3042\u308a\u9577\u3055\u304c\u7121\u3051\u308c\u3070\u3001\u9577\u3055\u306f missing \u3067\u3059\u3002\n- \u6570\u5b57\u3068\u5358\u4f4d\u306f\u3001\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c1\/4\u30a4\u30f3\u30c1\u300d\u3092\u300c6.35mm\u300d\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6750\u8cea\u3084\u8868\u9762\u51e6\u7406\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u300c\u30b9\u30c6\u30f3\u30ec\u30b9\u300d\u306f\u300c\u30b9\u30c6\u30f3\u30ec\u30b9\u300d\u306e\u307e\u307e\n  value \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u308d\u3048\u308b\u4f5c\u696d\u306f\u5225\u306e\u51e6\u7406\u3067\u884c\u3044\u307e\u3059\u3002\n- 1\u3064\u306e\u9805\u76ee\u306b\u5024\u304c2\u3064\u4ee5\u4e0a\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001status \u3092 ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u3053\u306e\u54c1\u7269\u304c\u65e2\u5b58\u306e\u3069\u306e\u54c1\u76ee\u3068\u540c\u3058\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- evidence \u306b\u306f\u3001\u305d\u306e\u5024\u3092\u53d6\u308a\u51fa\u3057\u305f\u5143\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u300d\u300c\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u89aa\u5207\u306b\u305d\u308d\u3048\u307e\u3059\u3002** \u305d\u308d\u3048\u305f\u5024\u304c\u6b63\u3057\u304f\u3066\u3082\u3001**\u5143\u306e\u66f8\u304d\u65b9\u304c\u6d88\u3048\u308b\u3068\u3001\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u304c\u7533\u8acb\u3068\u898b\u6bd4\u3079\u308b\u3068\u304d\u306b\u63a2\u305b\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u305d\u308d\u3048\u308b\u306e\u306f\u8868\u8a18\u3086\u308c\u306e\u8868\u3092\u6301\u3064\u898f\u5247\u306e\u5074\u3067\u3001\u305d\u308d\u3048\u305f\u5024\u3068\u5143\u306e\u5024\u3092\u4e26\u3079\u3066\u6301\u3061\u307e\u3059\u3002\n\n**\u300c\u9577\u3055\u306f missing\u300d\u306e\u4f8b\u3092\u5177\u4f53\u7684\u306b\u66f8\u304f\u306e\u306f\u3001\u306d\u3058\u3084\u30dc\u30eb\u30c8\u3067\u6700\u3082\u591a\u3044\u5931\u6557\u3060\u304b\u3089\u3067\u3059\u3002** \u3088\u304f\u4f7f\u308f\u308c\u308b\u9577\u3055\u3092\u5165\u308c\u3066\u57cb\u3081\u308b\u3068\u3001`variant` \u306b\u306a\u308b\u306f\u305a\u306e\u5019\u88dc\u304c `alias` \u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u9805\u76ee\u5206\u3051\u306f\u3001Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u6b21\u306e\u5f62\u306b\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"category\": \"\u306d\u3058\",\n  \"attributes\": [\n    { \"name\": \"\u7a2e\u985e\", \"value\": \"\u516d\u89d2\u30dc\u30eb\u30c8\", \"status\": \"ok\", \"evidence\": \"\u516d\u89d2\u30dc\u30eb\u30c8\" },\n    { \"name\": \"\u547c\u3073\u5f84\", \"value\": \"M6\", \"status\": \"ok\", \"evidence\": \"M6\" },\n    { \"name\": \"\u9577\u3055\", \"value\": \"20\", \"status\": \"ok\", \"evidence\": \"\u00d720\" },\n    { \"name\": \"\u6750\u8cea\", \"value\": \"SUS304\", \"status\": \"ok\", \"evidence\": \"SUS304\" },\n    { \"name\": \"\u8868\u9762\u51e6\u7406\", \"value\": \"\", \"status\": \"missing\", \"evidence\": \"\" },\n    { \"name\": \"\u898f\u683c\", \"value\": \"\", \"status\": \"missing\", \"evidence\": \"\" }\n  ]\n}\n```\n\n\u69cb\u9020\u5316\u51fa\u529b\u306f `output_config.format` \u306b `type: \"json_schema\"` \u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u306f `additionalProperties: false` \u3092\u4ed8\u3051\u307e\u3059\u3002**`status` \u306f `ok` \uff0f `missing` \uff0f `ambiguous` \u306e\u5217\u6319\u306b\u3057\u307e\u3059\u3002**\n\n**\u898f\u5247\u306e\u7167\u5408\u306e\u7d50\u679c\u306f\u3001\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306e\u6bd4\u8f03\u8868\u3068\u3057\u3066\u6b21\u306e\u5f62\u3067\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"request_id\": \"\",\n  \"candidates\": [\n    {\n      \"item_code\": \"\",\n      \"name\": \"\",\n      \"model_no\": \"\",\n      \"status\": \"\u6709\u52b9\",\n      \"search_score\": 0.0,\n      \"match\": \"same | alias | variant | different\",\n      \"diff_attributes\": [ { \"name\": \"\u547c\u3073\u5f84\", \"request\": \"M6\", \"existing\": \"M8\" } ],\n      \"missing_in_request\": [\"\u8868\u9762\u51e6\u7406\"]\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`diff_attributes` \u3067\u9055\u3046\u9805\u76ee\u3060\u3051\u3092\u898b\u305b\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306f\u3001\u5019\u88dc\u3054\u3068\u306b\u4ed5\u69d8\u306e\u5168\u6587\u3092\u958b\u304b\u306a\u304f\u3066\u3082\u3001**\u3069\u3053\u304c\u9055\u3046\u306e\u304b\u3092\u4e00\u76ee\u3067\u8aad\u3081\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001`missing_in_request` \u3067\u7533\u8acb\u306e\u5074\u306e\u66f8\u304d\u6f0f\u308c\u3092\u793a\u305b\u308b\u3053\u3068\u3067\u3059\u3002** \u7533\u8acb\u306b\u8868\u9762\u51e6\u7406\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u65e2\u5b58\u54c1\u76ee\u306e\u3069\u308c\u3068\u540c\u3058\u304b\u306f\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u305d\u306e\u5834\u5408\u306f\u7533\u8acb\u8005\u306b\u78ba\u304b\u3081\u308b\u306e\u304c\u6b63\u3057\u3044\u5bfe\u5fdc\u3067\u3001\u69cb\u6210\u306e\u5074\u3067\u6c7a\u3081\u307e\u305b\u3093\u3002**\n\n**3\u3064\u76ee\u306f\u3001`search_score` \u3068 `match` \u3092\u5206\u3051\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u70b9\u6570\u304c\u9ad8\u304f\u3066\u3082 `variant` \u306e\u3053\u3068\u304c\u3042\u308a\u3001\u70b9\u6570\u304c\u4f4e\u304f\u3066\u3082 `alias` \u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u4e26\u3073\u9806\u306f\u70b9\u6570\u3001\u5224\u65ad\u306e\u6750\u6599\u306f\u898f\u5247\u306e\u7d50\u679c\u3001\u3068\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc | \u7533\u8acb\u306e\u63d0\u51fa\u3092\u8d77\u70b9\u306b AWS Lambda \u3092\u52d5\u304b\u3059 | \u7533\u8acb\u306e\u5185\u5bb9\u3092\u53d7\u3051\u53d6\u308a\u3001\u6bd4\u8f03\u8868\u3092\u8fd4\u3059 |\n| \u751f\u7523\u7ba1\u7406\u30fb\u8cfc\u8cb7\u306e\u30b7\u30b9\u30c6\u30e0 | \u54c1\u76ee\u30de\u30b9\u30bf\u306e\u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057 | \u7d22\u5f15\u3092\u66f4\u65b0\u3059\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u4ed5\u69d8\u306e\u6587\u7ae0\u306e\u9805\u76ee\u5206\u3051 |\n| Amazon Bedrock | API\u547c\u3073\u51fa\u3057 | \u540d\u79f0\u3068\u4ed5\u69d8\u306e\u57cb\u3081\u8fbc\u307f |\n| Amazon OpenSearch Service | \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea | \u5019\u88dc\u3092\u62fe\u3046 |\n\n**\u54c1\u76ee\u30de\u30b9\u30bf\u3078\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u767b\u9332\u3068\u5225\u540d\u306e\u8a18\u9332\u306f\u3001\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306e\u5224\u65ad\u3092\u53d7\u3051\u3066\u3001**\u65e2\u5b58\u306e\u767b\u9332\u306e\u624b\u9806\u3067\u884c\u3044\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001\u3059\u3079\u3066\u306e\u7533\u8acb\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u898b\u308b\u5834\u6240\u306f\u6bd4\u8f03\u8868\u306b\u7d5e\u308a\u307e\u3059\u3002**\n\n1. **`same` \u306e\u5019\u88dc\u304c\u3042\u308c\u3070\u3001\u5143\u306e\u578b\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u3092\u898b\u6bd4\u3079\u308b** \u2026 \u305d\u308d\u3048\u305f\u5f62\u3067\u4e00\u81f4\u3057\u305f\u3060\u3051\u3067\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **`alias` \u306e\u5019\u88dc\u306f\u3001\u6bd4\u8f03\u306e\u898f\u5247\u306e\u9805\u76ee\u3092\u898b\u308b** \u2026 \u3059\u3079\u3066\u4e00\u81f4\u3057\u3066\u3044\u308c\u3070\u3001\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u3088\u3046\u7533\u8acb\u8005\u306b\u8fd4\u3057\u307e\u3059\n3. **`variant` \u306e\u5019\u88dc\u306f\u3001\u9055\u3046\u9805\u76ee\u304c\u672c\u5f53\u306b\u9055\u3046\u54c1\u7269\u3092\u610f\u5473\u3059\u308b\u304b\u3092\u898b\u308b** \u2026 \u5bf8\u6cd5\u306e\u9055\u3044\u306f\u5225\u54c1\u76ee\u3001\u8272\u306e\u9055\u3044\u306f\u793e\u5185\u306e\u53d6\u308a\u6c7a\u3081\u6b21\u7b2c\u3001\u306a\u3069\u306e\u5224\u65ad\u3067\u3059\n4. **`missing_in_request` \u304c\u3042\u308c\u3070\u3001\u7533\u8acb\u8005\u306b\u78ba\u304b\u3081\u308b**\n5. **\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\u3068\u6c7a\u3081\u305f\u3089\u3001\u7533\u8acb\u306e\u540d\u79f0\u3092\u5225\u540d\u3068\u3057\u3066\u8a18\u9332\u3059\u308b**\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u578b\u756a\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b\u3068\u3001\u307e\u308c\u306b\u5225\u306e\u30e1\u30fc\u30ab\u30fc\u306e\u540c\u3058\u6587\u5b57\u5217\u306e\u578b\u756a\u304c\u4e00\u81f4\u3057\u307e\u3059\u3002**\u30e1\u30fc\u30ab\u30fc\u307e\u3067\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u3092\u5fc5\u305a\u898b\u307e\u3059\u3002**\n\n**\u5224\u65ad\u306b\u8ff7\u3063\u305f\u7533\u8acb\u306f\u3001\u305d\u306e\u5834\u3067\u6c7a\u3081\u305a\u306b\u4fdd\u7559\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002** \u4fdd\u7559\u304c\u9031\u306b\u6570\u4ef6\u305f\u307e\u3063\u305f\u3089\u3001\u8cfc\u8cb7\u3068\u8a2d\u8a08\u306e\u62c5\u5f53\u304c\u307e\u3068\u3081\u3066\u898b\u3066\u3001\u6bd4\u8f03\u306e\u898f\u5247\u306b\u8db3\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002**1\u4ef6\u305a\u3064\u305d\u306e\u5834\u3067\u6c7a\u3081\u308b\u3068\u3001\u62c5\u5f53\u8005\u3054\u3068\u306b\u5224\u65ad\u304c\u5206\u304b\u308c\u3001\u898f\u5247\u306b\u623b\u3063\u3066\u304d\u307e\u305b\u3093\u3002**\n\n**\u76ee\u6a19\u306f\u3001\u6bd4\u8f03\u8868\u3092\u958b\u3044\u3066\u304b\u3089\u5224\u65ad\u307e\u3067\u3092\u6570\u5206\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002** \u305d\u308c\u3088\u308a\u9577\u304f\u304b\u304b\u308b\u7533\u8acb\u304c\u591a\u3044\u5206\u985e\u306f\u3001\u6bd4\u8f03\u306e\u898f\u5247\u306e\u9805\u76ee\u304c\u8db3\u308a\u306a\u3044\u304b\u3001\u7533\u8acb\u306e\u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u3063\u3066\u3044\u307e\u305b\u3093\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u7533\u8acb\u306b\u578b\u756a\u304c\u7121\u3044\uff08\u6c4e\u7528\u54c1\u306a\u3069\uff09 | \u578b\u756a\u306e\u4e00\u81f4\u3092\u9664\u3044\u305f2\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u691c\u7d22\u3059\u308b |\n| \u54c1\u76ee\u306e\u5206\u985e\u304c\u6c7a\u307e\u3089\u306a\u3044 | \u6bd4\u8f03\u306e\u898f\u5247\u304c\u4f7f\u3048\u306a\u3044\u306e\u3067\u3001\u5019\u88dc\u3092\u70b9\u6570\u9806\u306b\u4e26\u3079\u308b\u3060\u3051\u306b\u3057\u3001\u62c5\u5f53\u8005\u304c\u898b\u308b |\n| \u4ed5\u69d8\u306e\u6587\u7ae0\u304c\u307b\u3068\u3093\u3069\u7121\u3044 | \u9805\u76ee\u304c `missing` \u3070\u304b\u308a\u306b\u306a\u308b\u3002**\u7533\u8acb\u8005\u306b\u4ed5\u69d8\u3092\u66f8\u304d\u8db3\u3057\u3066\u3082\u3089\u3046** |\n| \u5f8c\u7d99\u54c1\u30fb\u6539\u756a\u306e\u54c1\u76ee\u304c\u5019\u88dc\u306b\u51fa\u308b | \u5ec3\u6b62\u306e\u54c1\u76ee\u306e\u5f8c\u7d99\u54c1\u306e\u60c5\u5831\u3092\u6dfb\u3048\u3066\u51fa\u3059\u3002\u5224\u65ad\u306f\u62c5\u5f53\u8005 |\n| \u540c\u3058\u65e5\u306b\u540c\u3058\u54c1\u7269\u306e\u7533\u8acb\u304c\u91cd\u306a\u308b | \u7533\u8acb\u4e2d\u306e\u54c1\u76ee\u3082\u7d22\u5f15\u306b\u5165\u308c\u3001\u4e92\u3044\u306b\u5019\u88dc\u3068\u3057\u3066\u51fa\u3059 |\n| \u57cb\u3081\u8fbc\u307f\u306e\u547c\u3073\u51fa\u3057\u304c\u5931\u6557\u3059\u308b | \u578b\u756a\u3068\u6587\u5b57\u306e\u4e00\u81f4\u3060\u3051\u3067\u691c\u7d22\u3057\u3001\u6bd4\u8f03\u8868\u306b\u300c\u610f\u5473\u306e\u8fd1\u3055\u3092\u4f7f\u3063\u3066\u3044\u306a\u3044\u300d\u3068\u51fa\u3059 |\n| \u5019\u88dc\u304c1\u4ef6\u3082\u51fa\u306a\u3044 | \u300c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3068\u51fa\u3059\u3002**\u65b0\u898f\u306e\u767b\u9332\u304c\u59a5\u5f53\u306a\u5834\u5408\u304c\u591a\u3044\u304c\u3001\u62c5\u5f53\u8005\u304c\u5206\u985e\u3060\u3051\u306f\u78ba\u304b\u3081\u308b** |\n\n**\u6700\u5f8c\u306e\u884c\u3067\u3001\u300c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3092\u300c\u7121\u3044\u300d\u3068\u8a00\u3044\u5207\u3089\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8868\u8a18\u3086\u308c\u306e\u8868\u3084\u5225\u540d\u304c\u80b2\u3064\u307e\u3067\u306f\u3001\u898b\u3064\u304b\u3089\u306a\u3044\u3060\u3051\u306e\u91cd\u8907\u304c\u6b8b\u308a\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u7533\u8acb\u306e\u5185\u5bb9\u3068\u3001\u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u578b\u756a\u30fb\u30e1\u30fc\u30ab\u30fc\u540d\n- \u9805\u76ee\u5206\u3051\u306e\u7d50\u679c\uff08\u5024\u3001`status`\u3001`evidence`\uff09\n- \u691c\u7d22\u306e\u5019\u88dc\u3068\u70b9\u6570\u3001\u898f\u5247\u306e\u7167\u5408\u306e\u7d50\u679c\u3001**\u305d\u306e\u3068\u304d\u4f7f\u3063\u305f\u6bd4\u8f03\u306e\u898f\u5247\u3068\u8868\u8a18\u3086\u308c\u306e\u8868\u306e\u7248**\n- \u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306e\u5224\u65ad\uff08\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3046\uff0f\u65b0\u898f\u306b\u767b\u9332\uff0f\u7533\u8acb\u8005\u306b\u78ba\u304b\u3081\u308b\uff09\u3068\u3001\u5224\u65ad\u3057\u305f\u4eba\u30fb\u65e5\u6642\n- \u5225\u540d\u3068\u3057\u3066\u8a18\u9332\u3057\u305f\u66f8\u304d\u65b9\n\n**4\u3064\u76ee\u306e\u5224\u65ad\u306e\u8a18\u9332\u3092\u3001\u898f\u5247\u306e\u898b\u76f4\u3057\u306b\u4f7f\u3044\u307e\u3059\u3002** `variant` \u3068\u51fa\u305f\u306e\u306b\u62c5\u5f53\u8005\u304c\u300c\u540c\u3058\u54c1\u7269\u300d\u3068\u5224\u65ad\u3057\u305f\u7d44\u307f\u5408\u308f\u305b\u304c\u591a\u3044\u9805\u76ee\u306f\u3001**\u6bd4\u8f03\u306e\u898f\u5247\u304c\u53b3\u3057\u3059\u304e\u308b\u304b\u3001\u8868\u8a18\u3086\u308c\u306e\u8868\u304c\u8db3\u308a\u307e\u305b\u3093\u3002**","minimal_setup":"1. \u54c1\u76ee\u30de\u30b9\u30bf\u304b\u3089\u3001\u7533\u8acb\u306e\u591a\u3044\u5206\u985e\uff08\u306d\u3058\u3001\u7d99\u624b\u3001\u6d88\u8017\u54c1\u306a\u3069\uff09\u30921\u3064\u9078\u3073\u3001\u305d\u306e\u5206\u985e\u306e\u54c1\u76ee\u3092\u6570\u5343\u4ef6\u66f8\u304d\u51fa\u3059\n2. \u904e\u53bb\u306b\u300c\u91cd\u8907\u3060\u3063\u305f\u300d\u3068\u5206\u304b\u3063\u305f\u7533\u8acb\u309220\u4ef6\u3001\u300c\u65b0\u898f\u3060\u3063\u305f\u300d\u7533\u8acb\u309220\u4ef6\u9078\u3076\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u300120\u4ef6\u306e\u4ed5\u69d8\u306e\u6587\u7ae0\u3092\u9805\u76ee\u306b\u5206\u3051\u3055\u305b\u308b\uff08\u7b2c7\u7ae0\u306e\u6307\u793a\u3092\u4f7f\u3046\uff09\n4. \u8868\u8a08\u7b97\u3067\u3001\u578b\u756a\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u5217\u3092\u4f5c\u308a\u3001\u691c\u7d22\u3068\u9805\u76ee\u306e\u6bd4\u8f03\u3092\u624b\u3067\u8a66\u3059\n5. \u5f53\u6642\u306e\u5224\u65ad\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**40\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u7d44\u3080\u524d\u306b\u3001**\u81ea\u793e\u306e\u54c1\u76ee\u306e\u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u3067\u3001\u9805\u76ee\u306b\u5206\u3051\u3089\u308c\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u9805\u76ee\u306b\u5206\u3051\u305f\u7d50\u679c\u3067\u3001\u5f53\u6642\u306e\u5224\u65ad\u3068\u540c\u3058\u898b\u5206\u3051\u304c\u3067\u304d\u305f | **\u691c\u7d22\u57fa\u76e4\u3068\u898f\u5247\u3092\u7d44\u3080\u69cb\u6210\u306b\u9032\u3080** |\n| \u9805\u76ee\u5206\u3051\u3067\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u57cb\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u54c1\u76ee\u30de\u30b9\u30bf\u306e\u4ed5\u69d8\u306e\u6b04\u304c\u307b\u3068\u3093\u3069\u7a7a | **\u30de\u30b9\u30bf\u306e\u5074\u306e\u6574\u5099\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u306f\u3088\u304f\u51fa\u307e\u3059\u3002** \u305d\u306e\u5834\u5408\u306f\u3001**\u7533\u8acb\u306e\u591a\u3044\u5206\u985e\u3060\u3051\u3067\u3082\u3001\u65e2\u5b58\u54c1\u76ee\u306e\u4ed5\u69d8\u3092\u9805\u76ee\u306b\u5206\u3051\u308b\u4f5c\u696d\u304b\u3089\u59cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002**\n\n**40\u4ef6\u306e\u3046\u3061\u3001\u91cd\u8907\u3060\u3063\u305f20\u4ef6\u3092\u4f55\u4ef6\u898b\u3064\u3051\u3089\u308c\u305f\u304b\u3092\u6570\u3048\u3066\u304a\u304d\u307e\u3059\u3002** \u5f53\u6642\u306e\u62c5\u5f53\u8005\u304c\u8a18\u61b6\u3067\u898b\u3064\u3051\u305f\u91cd\u8907\u3092\u3001\u8868\u8a18\u3092\u305d\u308d\u3048\u305f\u578b\u756a\u3068\u9805\u76ee\u306e\u6bd4\u8f03\u3067\u3069\u3053\u307e\u3067\u62fe\u3048\u308b\u304b\u3002**\u62fe\u3048\u306a\u304b\u3063\u305f\u4ef6\u304c\u3001\u8868\u8a18\u3086\u308c\u306e\u8868\u3068\u5225\u540d\u306b\u8db3\u3059\u3079\u304d\u6700\u521d\u306e\u5019\u88dc\u3067\u3059\u3002**","minimal_setup_short":"\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u4ed5\u69d8\u3092\u9805\u76ee\u306b\u5206\u3051\u3001\u8868\u8a08\u7b97\u3067\u6bd4\u3079\u308b \uff0f \u9805\u76ee\u5206\u3051\u306e\u898b\u901a\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u578b\u756a\u30fb\u6587\u5b57\u30fb\u610f\u5473\u306e\u8fd1\u3055\u3067\u5019\u88dc\u3092\u51fa\u3059 \uff0f \u5019\u88dc\u3092\u62fe\u3046\u691c\u7d22","full_setup":"\u4e0a\u8a18\uff0b\u7533\u8acb\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u9805\u76ee\u3054\u3068\u306e\u898f\u5247\u306e\u7167\u5408\u3068\u6bd4\u8f03\u8868\u307e\u3067\u51fa\u3059 \uff0f \u691c\u7d22\u304b\u3089\u9055\u3046\u9805\u76ee\u306e\u8868\u793a\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef615\u5206\u304c8\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u691c\u7d22\u306e\u8a00\u8449\u3092\u5909\u3048\u3066\u4f55\u5ea6\u3082\u8a66\u3059\u4f5c\u696d\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u5019\u88dc\u3054\u3068\u306e\u4ed5\u69d8\u306e\u6bd4\u8f03\u306f\u4eba\u306b\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30674\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u6b8b\u308b4\u5206\u306f\u3001\u6bd4\u8f03\u8868\u3092\u898b\u3066\u5224\u65ad\u3057\u3001\u5fc5\u8981\u306a\u3089\u7533\u8acb\u8005\u306b\u78ba\u304b\u3081\u308b\u6642\u9593\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u5019\u88dc\u306e\u4e26\u3073\u30921\u304b\u6708\u898b\u308b\u3068\u3001**\u3069\u306e\u5206\u985e\u3067\u610f\u5473\u306e\u8fd1\u3055\u304c\u6570\u5b57\u306e\u9055\u3044\u3092\u4e38\u3081\u3066\u3044\u308b\u304b**\u304c\u5206\u304b\u308a\u307e\u3059\u3002\u305d\u3053\u304b\u3089\u6bd4\u8f03\u306e\u898f\u5247\u3092\u4f5c\u308b\u307b\u3046\u304c\u3001\u898f\u5247\u306e\u4f5c\u308a\u3059\u304e\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u610f\u5473\u306e\u8fd1\u3055\u3067\u5f84\u3084\u9577\u3055\u306e\u9055\u3046\u54c1\u7269\u304c\u300c\u540c\u3058\u300d\u306b\u898b\u3048\u308b | **\u6bd4\u3079\u308b\u306e\u306f\u898f\u5247\u3002** \u751f\u6210AI\u3084\u70b9\u6570\u3067\u5224\u5b9a\u3057\u306a\u3044 |\n| \u9805\u76ee\u5206\u3051\u3067\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u57cb\u3081\u308b | \u6307\u793a\u3067\u7981\u3058\u3001`missing` \u3092\u8fd4\u3055\u305b\u308b |\n| \u578b\u756a\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u3066\u5225\u30e1\u30fc\u30ab\u30fc\u306e\u54c1\u7269\u304c\u4e00\u81f4\u3059\u308b | \u30e1\u30fc\u30ab\u30fc\u306e\u4e00\u81f4\u3092\u6761\u4ef6\u306b\u542b\u3081\u3001**\u5143\u306e\u578b\u756a\u3092\u4e26\u3079\u3066\u898b\u305b\u308b** |\n| \u5168\u89d2\u30fb\u534a\u89d2\u306e\u9055\u3044\u3067\u898b\u3064\u304b\u3089\u306a\u3044 | ICU \u306e\u6b63\u898f\u5316\u3067\u89e3\u6790\u306e\u6bb5\u304b\u3089\u305d\u308d\u3048\u308b |\n| \u5358\u4f4d\u306e\u9055\u3044\u3067\u5225\u54c1\u76ee\u306b\u898b\u3048\u308b | \u5165\u6570\u3068\u5358\u4f4d\u3092\u5206\u3051\u3001\u63db\u7b97\u306f\u898f\u5247\u3067\u884c\u3046 |\n| \u70b9\u6570\u306e\u7269\u5dee\u3057\u304c\u9055\u3063\u3066\u4e26\u3073\u304c\u304a\u304b\u3057\u3044 | \u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u30670\u301c1\u306b\u305d\u308d\u3048\u3001\u91cd\u307f\u3092\u4ed8\u3051\u308b |\n| \u540c\u3058\u65e5\u306e\u91cd\u8907\u7533\u8acb\u3092\u898b\u843d\u3068\u3059 | \u7533\u8acb\u4e2d\u306e\u54c1\u76ee\u3082\u7d22\u5f15\u306b\u5165\u308c\u308b |\n| \u300c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3092\u300c\u7121\u3044\u300d\u3068\u6271\u3046 | \u5225\u540d\u3068\u8868\u8a18\u3086\u308c\u306e\u8868\u304c\u80b2\u3064\u307e\u3067\u306f\u3001\u62c5\u5f53\u8005\u304c\u5206\u985e\u3092\u78ba\u304b\u3081\u308b |\n| \u6bd4\u8f03\u306e\u898f\u5247\u304c\u5206\u985e\u3054\u3068\u306b\u3070\u3089\u3070\u3089 | \u7533\u8acb\u306e\u591a\u3044\u5206\u985e\u304b\u308910\u500b\u7a0b\u5ea6\u306b\u7d5e\u3063\u3066\u59cb\u3081\u308b |\n| \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u306e\u9806\u3068\u91cd\u307f\u306e\u9806\u304c\u305a\u308c\u308b | \u554f\u3044\u5408\u308f\u305b\u306e\u9806\u3068 `weights` \u306e\u9806\u3092\u540c\u3058\u8a2d\u5b9a\u306e\u5834\u6240\u3067\u7ba1\u7406\u3059\u308b |\n| \u7d22\u5f15\u306e\u66f4\u65b0\u304c\u6b62\u307e\u308a\u3001\u65b0\u3057\u3044\u54c1\u76ee\u304c\u5019\u88dc\u306b\u51fa\u306a\u3044 | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u306e\u4ef6\u6570\u3092\u8a18\u9332\u3057\u30010\u4ef6\u306e\u65e5\u306b\u77e5\u3089\u305b\u308b |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u8fd1\u3044\u3082\u306e\u300d\u3092\u300c\u540c\u3058\u3082\u306e\u300d\u3068\u3057\u3066\u6271\u3046\u5f62\u3092\u3057\u3066\u3044\u307e\u3059\u3002**\u54c1\u76ee\u30de\u30b9\u30bf\u3067\u306f\u3001\u4f3c\u3066\u3044\u308b\u3053\u3068\u3088\u308a\u3001\u9055\u3046\u9805\u76ee\u304c1\u3064\u3067\u3082\u3042\u308b\u3053\u3068\u306e\u307b\u3046\u304c\u91cd\u3044\u60c5\u5831\u3067\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u54c1\u76ee\u306e\u540d\u79f0\u30fb\u578b\u756a\u30fb\u4ed5\u69d8\u3001\u30e1\u30fc\u30ab\u30fc\u540d\u3001\u4f7f\u3046\u90e8\u7f72\u3002**\u4ed5\u5165\u5148\u306e\u5358\u4fa1\u3084\u53d6\u5f15\u6761\u4ef6\u306f\u6271\u3044\u307e\u305b\u3093\u3002**\n\n1. **\u5358\u4fa1\u3084\u4ed5\u5165\u5148\u3092\u7d22\u5f15\u306b\u5165\u308c\u306a\u3044** \u2026 \u91cd\u8907\u306e\u691c\u7d22\u306b\u5358\u4fa1\u306f\u8981\u308a\u307e\u305b\u3093\u3002**\u5165\u308c\u308b\u3068\u3001\u691c\u7d22\u306e\u753b\u9762\u304b\u3089\u53d6\u5f15\u6761\u4ef6\u304c\u898b\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059**\n2. **\u56f3\u9762\u306e\u3042\u308b\u52a0\u5de5\u90e8\u54c1\u306e\u4ed5\u69d8\u3092\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u6c7a\u3081\u308b** \u2026 \u793e\u5185\u3067\u8a2d\u8a08\u3057\u305f\u90e8\u54c1\u306e\u4ed5\u69d8\u306b\u306f\u3001\u6280\u8853\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\u5e02\u8ca9\u54c1\u306b\u9650\u3063\u3066\u751f\u6210AI\u306b\u6e21\u3059\u304b\u3001\u6e21\u3059\u524d\u306b\u56f3\u9762\u756a\u53f7\u306a\u3069\u3092\u5916\u3059\u304b\u3092\u6c7a\u3081\u307e\u3059**\n3. **\u5224\u65ad\u3092\u62c5\u5f53\u8005\u306b\u6b8b\u3059** \u2026 \u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u306b\u5bc4\u305b\u308b\u304b\u65b0\u898f\u306b\u767b\u9332\u3059\u308b\u304b\u306f\u3001\u5728\u5eab\u3068\u767a\u6ce8\u306b\u76f4\u63a5\u97ff\u304d\u307e\u3059\u3002**\u6bd4\u8f03\u8868\u306f\u5224\u65ad\u306e\u6750\u6599\u3067\u3001\u5224\u65ad\u305d\u306e\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093**\n4. **\u5225\u540d\u306e\u8a18\u9332\u3092\u8ab0\u3067\u3082\u8db3\u305b\u308b\u3088\u3046\u306b\u3057\u306a\u3044** \u2026 \u8aa4\u3063\u305f\u5225\u540d\u304c\u8db3\u3055\u308c\u308b\u3068\u3001\u4ee5\u5f8c\u306e\u691c\u7d22\u3067\u8aa4\u3063\u305f\u5019\u88dc\u304c\u3044\u3061\u3070\u3093\u4e0a\u306b\u51fa\u307e\u3059\u3002**\u5225\u540d\u3092\u8db3\u3059\u306e\u306f\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306b\u9650\u308a\u307e\u3059**\n5. **\u7533\u8acb\u8005\u306e\u60c5\u5831\u3092\u691c\u7d22\u306e\u5bfe\u8c61\u306b\u542b\u3081\u306a\u3044** \u2026 \u8ab0\u304c\u3069\u306e\u54c1\u76ee\u3092\u7533\u8acb\u3057\u305f\u304b\u306f\u3001\u5224\u65ad\u306e\u8a18\u9332\u306b\u306f\u6b8b\u3057\u307e\u3059\u304c\u3001\u7d22\u5f15\u306b\u306f\u5165\u308c\u307e\u305b\u3093\u3002**\u691c\u7d22\u306e\u753b\u9762\u304b\u3089\u3001\u90e8\u7f72\u3054\u3068\u306e\u8cfc\u8cb7\u306e\u52d5\u304d\u304c\u8aad\u307f\u53d6\u308c\u308b\u72b6\u614b\u3092\u4f5c\u3089\u306a\u3044\u305f\u3081\u3067\u3059**\n6. **\u7d22\u5f15\u3078\u306e\u63a5\u7d9a\u3092\u793e\u5185\u306b\u9650\u308b** \u2026 \u691c\u7d22\u57fa\u76e4\u3078\u306e\u63a5\u7d9a\u306f\u3001\u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u51e6\u7406\u306e\u95a2\u6570\u304b\u3089\u3060\u3051\u306b\u3057\u307e\u3059\u3002**\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u5168\u4ef6\u304c\u307e\u3068\u307e\u3063\u305f\u7d22\u5f15\u306f\u3001\u305d\u308c\u81ea\u4f53\u304c\u6301\u3061\u51fa\u3055\u308c\u308b\u3068\u56f0\u308b\u4e00\u89a7\u3067\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5225\u306e\u54c1\u7269\u3092\u540c\u3058\u3068\u3057\u3066\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u306b\u5bc4\u305b\u308b\u3053\u3068\u3068\u3001\u540c\u3058\u54c1\u7269\u3092\u898b\u843d\u3068\u3057\u3066\u91cd\u8907\u3092\u767b\u9332\u3059\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u898f\u5247\u3067\u9055\u3046\u9805\u76ee\u3092\u5fc5\u305a\u898b\u305b\u308b\u3053\u3068\u3067\u3001\u5f8c\u8005\u306f\u5019\u88dc\u3092\u5e83\u3081\u306b\u62fe\u3063\u3066\u5225\u540d\u3092\u80b2\u3066\u308b\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u90e8\u54c1\u30fb\u526f\u8cc7\u6750\u30fb\u6d88\u8017\u54c1\u306e\u54c1\u76ee\u30de\u30b9\u30bf\u304c\u6570\u4e07\u301c\u6570\u5341\u4e07\u4ef6\u3042\u308a\u3001\u5404\u90e8\u7f72\u304b\u3089\u65b0\u898f\u767b\u9332\u306e\u7533\u8acb\u304c\u6bce\u6708\u6570\u767e\u4ef6\u51fa\u308b\u88fd\u9020\u696d\u30fb\u5546\u793e\u30fb\u75c5\u9662\u306a\u3069\u3002\u540c\u3058\u54c1\u7269\u304c\u5225\u306e\u540d\u524d\u3084\u5225\u306e\u578b\u756a\u306e\u66f8\u304d\u65b9\u3067\u4f55\u5ea6\u3082\u767b\u9332\u3055\u308c\u3001\u5728\u5eab\u3084\u8cfc\u8cb7\u306e\u96c6\u8a08\u304c\u5272\u308c\u3066\u3044\u308b\u5834\u5408\u3002\u91cd\u8907\u304b\u3069\u3046\u304b\u306e\u78ba\u8a8d\u304c\u3001\u54c1\u76ee\u306b\u8a73\u3057\u3044\u30de\u30b9\u30bf\u62c5\u5f53\u8005\u306e\u691c\u7d22\u306e\u5de5\u592b\u3068\u8a18\u61b6\u306b\u983c\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u54c1\u76ee\u304c\u6570\u5343\u4ef6\u4ee5\u4e0b\u3067\u3001\u578b\u756a\u306e\u5b8c\u5168\u4e00\u81f4\u306e\u691c\u7d22\u3067\u91cd\u8907\u304c\u898b\u3064\u304b\u308b\u5834\u5408\u3002\u54c1\u76ee\u306e\u767b\u9332\u3092\u30e1\u30fc\u30ab\u30fc\u306e\u6a19\u6e96\u306e\u30b3\u30fc\u30c9\uff08JAN\u30b3\u30fc\u30c9\u306a\u3069\uff09\u3060\u3051\u3067\u884c\u3063\u3066\u304a\u308a\u3001\u540d\u79f0\u306e\u63fa\u308c\u304c\u8d77\u304d\u306a\u3044\u5834\u5408\u3002\u306a\u304a\u3001\u91cd\u8907\u3068\u3057\u3066\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u306b\u5bc4\u305b\u308b\u304b\u3001\u65b0\u3057\u3044\u30b3\u30fc\u30c9\u3092\u8d77\u3053\u3059\u304b\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u5206\u985e\u3068\u6bd4\u8f03\u306e\u898f\u5247\u3092\u6c7a\u3081\u308b**\n\n\u7533\u8acb\u306e\u591a\u3044\u5206\u985e\u309210\u500b\u9078\u3073\u3001\u305d\u308c\u305e\u308c\u300c\u3069\u306e\u9805\u76ee\u304c\u4e00\u81f4\u3059\u308c\u3070\u540c\u3058\u54c1\u7269\u304b\u300d\u3092\u8cfc\u8cb7\u3068\u8a2d\u8a08\u3067\u6c7a\u3081\u307e\u3059\u3002**\u8272\u3084\u5305\u88c5\u306e\u9055\u3044\u3092\u540c\u3058\u3068\u307f\u306a\u3059\u304b\u3082\u3001\u3053\u3053\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a40\u4ef6\u3067\u8a66\u3059**\n\n\u904e\u53bb\u306e\u91cd\u8907\u3060\u3063\u305f\u7533\u8acb20\u4ef6\u3068\u65b0\u898f\u3060\u3063\u305f\u7533\u8acb20\u4ef6\u3067\u3001\u9805\u76ee\u5206\u3051\u3068\u624b\u3067\u306e\u6bd4\u8f03\u3092\u8a66\u3057\u307e\u3059\u3002**\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u57cb\u3081\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u8868\u8a18\u3086\u308c\u306e\u8868\u3068\u7d22\u5f15\u306e\u8a2d\u8a08**\n\n\u30e1\u30fc\u30ab\u30fc\u540d\u30fb\u6750\u8cea\u30fb\u5358\u4f4d\u306e\u8868\u8a18\u3086\u308c\u306e\u8868\u3092\u4f5c\u308a\u3001\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u7d22\u5f15\u306e\u9805\u76ee\u3092\u6c7a\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u5019\u88dc\u3092\u51fa\u3059**\n\n\u54c1\u76ee\u30de\u30b9\u30bf\u3092\u66f8\u304d\u51fa\u3057\u3066\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3067\u5019\u88dc\u3092\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u898f\u5247\u306e\u7167\u5408\u3092\u51fa\u3055\u305a\u3001\u5019\u88dc\u306e\u4e26\u3073\u3060\u3051\u3092\u62c5\u5f53\u8005\u304c\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u304c\u8907\u6570\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u70b9\u6570\u30921\u3064\u306b\u307e\u3068\u3081\u308b\u3053\u3068\u3002\u70b9\u6570\u306f\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u307e\u3068\u3081\u308b\u3053\u3068\u3002\u4e2d\u306b\u5165\u308c\u3089\u308c\u308b\u554f\u3044\u5408\u308f\u305b\u306f\u6700\u59275\u3064\u3067\u3042\u308b\u3053\u3068\u3002`filter` \u3067\u7d5e\u308a\u8fbc\u3081\u308b\u3053\u3068 | [OpenSearch Documentation: Hybrid query](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_query-dsl\/compound\/hybrid.md) | 2026-10-07 |\n| \u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u304c\u554f\u3044\u5408\u308f\u305b\u3054\u3068\u306e\u70b9\u6570\u3092\u6b63\u898f\u5316\u3057\u3066\u307e\u3068\u3081\u308b\u3053\u3068\u3002`min_max`\u30fb`l2`\u30fb`z_score` \u306e\u6b63\u898f\u5316\u3068\u3001`arithmetic_mean` \u306a\u3069\u306e\u307e\u3068\u3081\u65b9\u304c\u3042\u308b\u3053\u3068\u3002`weights` \u306f0\u301c1\u306e\u5024\u3067\u3001\u5408\u8a08\u30921\u306b\u3059\u308b\u3053\u3068 | [OpenSearch Documentation: Normalization processor](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_search-plugins\/search-pipelines\/normalization-processor.md) | 2026-10-07 |\n| Amazon OpenSearch Service \u3067\u3001Japanese (kuromoji) Analysis \u3068 ICU Analysis \u304c\u4f7f\u3048\u3001Sudachi Analysis \u304c\u65e5\u672c\u8a9e\u5411\u3051\u306b\u52e7\u3081\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u3002OpenSearch k-NN \u3068 Neural Search \u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u3042\u308b\u3053\u3068 | [AWS: Plugins by engine version in Amazon OpenSearch Service](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/supported-plugins.html) | 2026-10-07 |\n| Amazon Titan Text Embeddings V2\uff08`amazon.titan-embed-text-v2:0`\uff09\u306e\u5165\u529b\u304c\u6700\u59278,192\u30c8\u30fc\u30af\u30f3\u30fb50,000\u6587\u5b57\u3001\u51fa\u529b\u304c\u65e2\u5b9a1,024\u6b21\u5143\uff08512\u30fb256\u3082\u53ef\uff09\u3067\u3042\u308b\u3053\u3068\u3002\u82f1\u8a9e\u306b\u6700\u9069\u5316\u3055\u308c\u3001\u65e5\u672c\u8a9e\u3092\u542b\u3080\u591a\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068 | [AWS: Amazon Titan Text Embeddings models](https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/titan-embedding-models.html) | 2026-10-07 |\n| Claude \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format` \u306b `type: \"json_schema\"` \u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3046\u3053\u3068\u3002\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b `additionalProperties: false` \u3092\u4ed8\u3051\u308b\u3053\u3068\u3002`enum` \u304c\u4f7f\u3048\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-07 |\n\n**\u65e2\u5b58\u306e\u30b3\u30fc\u30c9\u306b\u5bc4\u305b\u308b\u304b\u65b0\u898f\u306b\u767b\u9332\u3059\u308b\u304b\u306e\u5224\u65ad\u306f\u3001\u81ea\u793e\u306e\u8cfc\u8cb7\u3068\u8a2d\u8a08\u306e\u53d6\u308a\u6c7a\u3081\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u5404\u88fd\u54c1\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[122,124],"uc_ai_service":[127,130,132],"uc_automation":[],"uc_industry":[29,28,19,18],"uc_department":[48,50],"uc_task":[64,57],"uc_issue":[70,68,72],"uc_effect":[83,79,81],"uc_ai_function":[90],"class_list":["post-14589","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-claude","uc_ai_model-gemini","uc_ai_service-azure-ai","uc_ai_service-vertex-ai","uc_ai_service-opensearch","uc_industry-medical","uc_industry-trading","uc_industry-construction","uc_industry-manufacturing","uc_department-it-dept","uc_department-procurement","uc_task-master-management","uc_task-information-search","uc_issue-person-dependent","uc_issue-cannot-find-info","uc_issue-check-errors","uc_effect-fewer-omissions","uc_effect-standardization","uc_effect-faster-search","uc_ai_function-rag"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14589","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14589\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=14589"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=14589"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=14589"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=14589"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=14589"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=14589"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=14589"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=14589"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=14589"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=14589"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}