{"id":16629,"date":"2026-10-27T09:09:57","date_gmt":"2026-10-27T00:09:57","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/recycled-auto-parts-search\/"},"modified":"2026-10-27T09:09:57","modified_gmt":"2026-10-27T00:09:57","slug":"recycled-auto-parts-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/recycled-auto-parts-search\/","title":{"rendered":"\u81ea\u52d5\u8eca\u30ea\u30b5\u30a4\u30af\u30eb\u90e8\u54c1\u306e\u8ca9\u58f2\u4f1a\u793e\u304c\u3001\u6574\u5099\u5de5\u5834\u304b\u3089\u306e\u3070\u3089\u3070\u3089\u306a\u66f8\u304d\u65b9\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u8eca\u306e\u578b\u5f0f\u3068\u90e8\u54c1\u306e\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u3001\u5728\u5eab\u306e\u4e2d\u53e4\u90e8\u54c1\u304b\u3089\u9069\u5408\u306e\u5019\u88dc\u3092\u6839\u62e0\u4ed8\u304d\u3067\u8fd4\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6574\u5099\u5de5\u5834\u304b\u3089\u5c4a\u304f\u66f8\u304d\u65b9\u306e\u3070\u3089\u3070\u3089\u306a\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u8eca\u306e\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\u306e\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u3001\u5728\u5eab\u306e\u4e2d\u53e4\u90e8\u54c1\u304b\u3089\u5019\u88dc\u3092\u63a2\u3057\u307e\u3059\u3002\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u60c5\u5831\u3068\u7167\u3089\u3057\u305f\u9069\u5408\u306e\u6839\u62e0\u3092\u3001\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u6dfb\u3048\u3066\u8fd4\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1852","platform_main":"OpenSearch","publish_date":"","last_updated":"2026-10-27","tech_verified_date":"2026-10-26","trigger":"**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u30021\u6642\u9593\u3054\u3068\u306e\u5728\u5eab\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u62c5\u5f53\u8005\u306e\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u3067\u3059\u3002**\n\n\u5728\u5eab\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u5165\u5eab\u30fb\u58f2\u7d04\u30fb\u53d6\u7f6e\u304d\u304c\u5909\u308f\u3063\u305f\u90e8\u54c1\u3092\u66f8\u304d\u51fa\u3057\u3001\u7d22\u5f15\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\u4e2d\u53e4\u90e8\u54c1\u306f1\u70b9\u3082\u306e\u306a\u306e\u3067\u3001\u58f2\u308c\u305f\u90e8\u54c1\u304c\u5019\u88dc\u306b\u51fa\u7d9a\u3051\u308b\u3068\u3001\u305d\u306e\u307e\u307e\u300c\u3042\u308a\u307e\u3059\u300d\u3068\u7b54\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002** 1\u6642\u9593\u306e\u9593\u306b\u58f2\u308c\u305f\u90e8\u54c1\u306b\u5099\u3048\u3066\u3001\u56de\u7b54\u306e\u524d\u306b\u8ca9\u58f2\u306e\u72b6\u614b\u3060\u3051\u306f\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u7167\u4f1a\u3057\u307e\u3059\u3002\n\n\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u306f\u3001\u62c5\u5f53\u8005\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u8cbc\u308b\u304b\u96fb\u8a71\u306e\u30e1\u30e2\u3092\u6253\u3061\u8fbc\u3093\u3060\u5f8c\u306b\u62bc\u3057\u307e\u3059\u3002**FAX \u306f\u62c5\u5f53\u8005\u304c\u8aad\u3093\u3067\u6253\u3061\u8fbc\u307f\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u307e\u3067\u81ea\u52d5\u306b\u3059\u308b\u3068\u3001\u624b\u66f8\u304d\u306e\u578b\u5f0f\u306e\u8aad\u307f\u9055\u3044\u304c\u305d\u306e\u307e\u307e\u691c\u7d22\u306b\u5165\u308b\u305f\u3081\u3067\u3059\u3002\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306f\u9031\u306b1\u56de\u66f4\u65b0\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u5de5\u5834\u306e\u8a00\u8449\u306e\u307e\u307e\u306e\u672c\u6587\u3001\u307e\u305f\u306f\u96fb\u8a71\u306e\u30e1\u30e2 | \u62c5\u5f53\u8005\u304c\u8cbc\u308b\u30fb\u6253\u3061\u8fbc\u3080 |\n| \u5728\u5eab | \u7ba1\u7406\u756a\u53f7\u3001\u90e8\u54c1\u540d\uff08\u793e\u5185\u306e\u6a19\u6e96\u540d\uff09\u3001\u5de6\u53f3\u30fb\u524d\u5f8c\u3001\u4ed5\u69d8\u3001\u54c1\u8cea\u306e\u30e9\u30f3\u30af\u3001\u72b6\u614b\u306e\u30e1\u30e2\u3001\u4fa1\u683c\u3001\u5199\u771f\u306eURL\u3001\u8ca9\u58f2\u306e\u72b6\u614b\u3001\u7d14\u6b63\u54c1\u756a\uff08\u3042\u308c\u3070\uff09 | \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u53d6\u308a\u5916\u3057\u5143\u306e\u8eca | \u8eca\u540d\u3001\u578b\u5f0f\u3001\u5e74\u5f0f\u3001\u985e\u5225\u533a\u5206\u756a\u53f7\u3001\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3001\u8d70\u884c\u8ddd\u96e2 | \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08\u90e8\u54c1\u306b\u7d50\u3073\u4ed8\u3051\u3066\u8a18\u9332\uff09 |\n| \u90e8\u54c1\u540d\u306e\u8a00\u3044\u63db\u3048\u306e\u8868 | \u793e\u5185\u306e\u6a19\u6e96\u540d\u3068\u3001\u5de5\u5834\u304c\u4f7f\u3046\u8a00\u3044\u65b9\uff08\u30c9\u30a2\u30df\u30e9\u30fc\uff1d\u30b5\u30a4\u30c9\u30df\u30e9\u30fc\u3001\u30aa\u30eb\u30bf\u30cd\u30fc\u30bf\u30fc\uff1d\u30aa\u30eb\u30bf\uff1d\u30c0\u30a4\u30ca\u30e2\u306a\u3069\uff09 | \u53d7\u6ce8\u306e\u62c5\u5f53\u3067\u4f5c\u308b\u8868 |\n| \u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u306e\u8868 | \u300c\u96fb\u683c\u300d\u300c\u96fb\u52d5\u683c\u7d0d\u300d\u3001\u300c\u30a6\u30a4\u30f3\u30ab\u30fc\u4ed8\u300d\u300c\u30bf\u30fc\u30f3\u4ed8\u300d\u306a\u3069\u306e\u66f8\u304d\u65b9\u3068\u3001\u305d\u308d\u3048\u305f\u5024 | \u53d7\u6ce8\u306e\u62c5\u5f53\u3067\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5165\u5eab\u306e\u3068\u304d\u306e\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u8a18\u9332\u3067\u3059\u3002** \u985e\u5225\u533a\u5206\u756a\u53f7\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u90e8\u54c1\u306f\u3001\u3069\u308c\u3060\u3051\u691c\u7d22\u3092\u5de5\u592b\u3057\u3066\u3082 A \u306e\u6839\u62e0\u306b\u306a\u308a\u307e\u305b\u3093\u3002**\u5165\u5eab\u306e\u6c7a\u307e\u308a\u3067\u3001\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u5fc5\u305a\u5165\u308c\u308b\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u571f\u53f0\u3067\u3059\u3002**\n\n**\u5de5\u5834\u306e\u540d\u524d\u3068\u9023\u7d61\u5148\u306f\u3001\u751f\u6210AI\u306b\u6e21\u3057\u307e\u305b\u3093\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u672c\u6587\u306b\u5de5\u5834\u306e\u540d\u524d\u3084\u304a\u5ba2\u3055\u3093\u306e\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u4f0f\u305b\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u3069\u3046\u53d6\u308b\u304b |\n|:--|:--|:--|\n| \u90e8\u54c1\u540d\u3067\u5408\u3046\u90e8\u54c1 | \u5728\u5eab\u306e\u7d22\u5f15 | `match`\uff08`part_name`\u3002\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u3092\u4f7f\u3046\uff09 |\n| \u578b\u5f0f\u3067\u5408\u3046\u90e8\u54c1 | \u5728\u5eab\u306e\u7d22\u5f15 | `term`\uff08`model_code`\u3002normalizer \u3067\u6392\u51fa\u30ac\u30b9\u306e\u8a18\u53f7\u3092\u5916\u3057\u305f\u5024\u3069\u3046\u3057\u3067\u6bd4\u3079\u308b\uff09 |\n| \u5e74\u5f0f\u306e\u5e45 | \u5728\u5eab\u306e\u7d22\u5f15 | `should` \u306e `range`\uff08`year`\u3002\u524d\u5f8c2\u5e74\u306e\u5e45\u3067\u70b9\u6570\u3092\u4e0a\u3052\u308b\uff09 |\n| \u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u30fb\u5de6\u53f3\u30fb\u4ed5\u69d8 | \u5728\u5eab\u306e\u7d22\u5f15 | \u691c\u7d22\u3067\u306f\u7d5e\u3089\u305a\u3001\u53d6\u308a\u51fa\u3057\u3066\u304b\u3089\u898f\u5247\u3067\u7167\u3089\u3059 |\n| \u58f2\u308c\u3066\u3044\u306a\u3044\u3082\u306e | \u5728\u5eab\u306e\u7d22\u5f15 | `filter` \u306e `term`\uff08`stage: available`\uff09 |\n\n**\u578b\u5f0f\u306e\u8868\u8a18\u3086\u308c\u306f\u3001normalizer \u3067\u305d\u308d\u3048\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001normalizer \u306f\u5206\u6790\u5668\u306b\u4f3c\u3066\u3044\u307e\u3059\u304c**1\u3064\u306e\u30c8\u30fc\u30af\u30f3\u3060\u3051\u3092\u51fa\u3059**\u3082\u306e\u3067\u3001`keyword` \u306e\u9805\u76ee\u3067\u306e\u4e00\u81f4\u306e\u691c\u7d22\u306b\u4f7f\u3048\u3001**`pattern_replace` \u3084 `mapping` \u306e\u6587\u5b57\u306e\u30d5\u30a3\u30eb\u30bf\u3001`lowercase`\u30fb`uppercase`\u30fb`cjk_width` \u306a\u3069\u306e\u30c8\u30fc\u30af\u30f3\u306e\u30d5\u30a3\u30eb\u30bf**\u3092\u4f7f\u3048\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u540c\u7fa9\u8a9e\u306e\u7f6e\u304d\u63db\u3048\u306f\u3067\u304d\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u578b\u5f0f\u306f `pattern_replace` \u3067\u5148\u982d\u306e\u6392\u51fa\u30ac\u30b9\u306e\u8a18\u53f7\u3068\u30cf\u30a4\u30d5\u30f3\u3092\u5916\u3057\u3001`cjk_width` \u3068 `uppercase` \u3067\u5168\u89d2\u3068\u5c0f\u6587\u5b57\u3092\u305d\u308d\u3048\u307e\u3059\u3002** \u7d22\u5f15\u306e\u5024\u306b\u3082\u554f\u3044\u5408\u308f\u305b\u306e\u5024\u306b\u3082\u540c\u3058 normalizer \u304c\u304b\u304b\u308b\u306e\u3067\u3001\u300cdba-zvw30\u300d\u3068\u300cZVW30\u300d\u304c\u540c\u3058\u5024\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u985e\u5225\u533a\u5206\u756a\u53f7\u3068\u5de6\u53f3\u3068\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u306f\u3001\u691c\u7d22\u306e\u6761\u4ef6\u3067\u7d5e\u308a\u307e\u305b\u3093\u3002** \u300c\u53f3\u300d\u3067\u7d5e\u308b\u3068\u3001\u5de6\u53f3\u306e\u8a18\u9332\u304c\u7a7a\u306e\u90e8\u54c1\u304c\u6d88\u3048\u307e\u3059\u3002**\u8a18\u9332\u304c\u7a7a\u306e\u90e8\u54c1\u306f\u3001\u5199\u771f\u3092\u898b\u308c\u3070\u53f3\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002** \u5019\u88dc\u3068\u3057\u3066\u6b8b\u3057\u3001\u898f\u5247\u3067\u300c\u8a18\u9332\u306a\u3057\u300d\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002\n\n```json\nPUT \/parts\n{\n  \"settings\": { \"analysis\": {\n    \"char_filter\": {\n      \"strip_prefix\": { \"type\": \"pattern_replace\",\n                        \"pattern\": \"^[A-Za-z0-9]{2,4}-\", \"replacement\": \"\" } },\n    \"normalizer\": {\n      \"model_norm\": { \"type\": \"custom\", \"char_filter\": [\"strip_prefix\"],\n                      \"filter\": [\"cjk_width\", \"uppercase\"] } },\n    \"filter\": {\n      \"part_syn\": { \"type\": \"synonym_graph\",\n                    \"synonyms_path\": \"analyzers\/F111111111\", \"updateable\": true } },\n    \"analyzer\": {\n      \"ja_index\":  { \"type\": \"custom\", \"char_filter\": [\"icu_normalizer\"],\n                     \"tokenizer\": \"kuromoji_tokenizer\" },\n      \"ja_search\": { \"type\": \"custom\", \"char_filter\": [\"icu_normalizer\"],\n                     \"tokenizer\": \"kuromoji_tokenizer\", \"filter\": [\"part_syn\"] } } } },\n  \"mappings\": { \"properties\": {\n    \"part_name\":  { \"type\": \"text\", \"analyzer\": \"ja_index\", \"search_analyzer\": \"ja_search\" },\n    \"model_code\": { \"type\": \"keyword\", \"normalizer\": \"model_norm\" },\n    \"year\":       { \"type\": \"integer\" },\n    \"class_no\":   { \"type\": \"keyword\" },\n    \"color_code\": { \"type\": \"keyword\" },\n    \"side\":       { \"type\": \"keyword\" },\n    \"options\":    { \"type\": \"keyword\" },\n    \"stage\":      { \"type\": \"keyword\" } } }\n}\n```\n\n**\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306f\u3001\u691c\u7d22\u306e\u5206\u6790\u5668\u3060\u3051\u306b\u5165\u308c\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`synonym_graph` \u306f\u8907\u6570\u306e\u8a9e\u304b\u3089\u306a\u308b\u540c\u7fa9\u8a9e\u3092\u6271\u3048\u308b\u3082\u306e\u3067\u3001**\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u3060\u3051\u4f7f\u3046**\u3088\u3046\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`updateable: true` \u306f\u691c\u7d22\u306e\u5206\u6790\u5668\u306b\u3060\u3051\u4f7f\u3048\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f4\u65b0\u3092\u9069\u7528\u3059\u308b\u3068\u7d22\u5f15\u304c\u81ea\u52d5\u3067\u66f4\u65b0\u3055\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u90311\u56de\u306e\u8f9e\u66f8\u306e\u66f4\u65b0\u3067\u3001\u7d22\u5f15\u3092\u4f5c\u308a\u76f4\u3055\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**","preprocessing":"1. **\u5de6\u53f3\u30fb\u524d\u5f8c\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u5728\u5eab\u306e\u8a18\u9332\u306e\u300c\u53f3\u300d\u300cR\u300d\u300cRH\u300d\u3092 `side: right` \u306b\u3057\u3001\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u300c\u52a9\u624b\u5e2d\u5074\u300d\u3068\u66f8\u304b\u308c\u305f\u8a18\u9332\u306f\u66f8\u304b\u308c\u305f\u307e\u307e `side_raw` \u306b\u6b8b\u3057\u3066 `side` \u3092\u5165\u308c\u307e\u305b\u3093\n2. **\u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u306e\u8868\u3067\u300c\u96fb\u683c\u300d\u300c\u96fb\u52d5\u683c\u7d0d\u300d\u3092 `power_fold` \u306b\u3001\u300c\u30ab\u30e1\u30e9\u4ed8\u300d\u3092 `camera` \u306b\u3057\u307e\u3059\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u5024\u3092\u5165\u308c\u307e\u305b\u3093\n3. **\u5e74\u5f0f\u3092\u897f\u66a6\u306b\u3059\u308b** \u2026 \u300cH22\u300d\u300c\u5e73\u621022\u5e74\u300d\u30922010\u306b\u3057\u307e\u3059\n4. **\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u6587\u5b57\u306e\u307e\u307e\u6301\u3064** \u2026 \u5148\u982d\u306e0\u3092\u843d\u3068\u3055\u306a\u3044\u3088\u3046\u3001\u6570\u5024\u3067\u306f\u306a\u304f\u6587\u5b57\u3067\u6301\u3061\u307e\u3059\n5. **\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u500b\u4eba\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u5de5\u5834\u306e\u540d\u524d\u3001\u304a\u5ba2\u3055\u3093\u306e\u540d\u524d\u3001\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u306f\u3001Claude \u306b\u6e21\u3059\u524d\u306b\u4f0f\u305b\u307e\u3059\n\n**1\u756a\u76ee\u3067\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u3092\u53f3\u306b\u76f4\u3055\u306a\u3044\u3053\u3068\u304c\u5927\u4e8b\u3067\u3059\u3002** \u5728\u5eab\u306e\u53d6\u308a\u5916\u3057\u5143\u304c\u8f38\u5165\u8eca\u306a\u3089\u3001\u904b\u8ee2\u5e2d\u5074\u306f\u5de6\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u60c5\u5831\u3092\u898b\u305a\u306b\u7f6e\u304d\u63db\u3048\u308b\u3068\u3001\u8a18\u9332\u306e\u6bb5\u968e\u3067\u5de6\u53f3\u304c\u5165\u308c\u66ff\u308f\u308a\u307e\u3059\u3002**\n\n**2\u756a\u76ee\u3067\u3001\u7a7a\u306e\u4ed5\u69d8\u306b\u300c\u7121\u3057\u300d\u3092\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30ab\u30e1\u30e9\u306e\u6709\u7121\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u90e8\u54c1\u3092 `camera: no` \u306b\u3059\u308b\u3068\u3001**\u30ab\u30e1\u30e9\u4ed8\u304d\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u300c\u30ab\u30e1\u30e9\u7121\u3057\u300d\u3068\u7b54\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","ai_processing":"**AI\u306e\u4ed5\u4e8b\u306f2\u3064\u3067\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u3092\u63a2\u3059\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u308b\u3053\u3068\u3068\u3001\u898f\u5247\u3067\u7167\u3089\u3057\u305f\u5019\u88dc\u3092\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3066\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u3055\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|\n| \u8eca\u540d\u30fb\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u578b\u5f0f\u3084\u5e74\u5f0f\u3092\u8eca\u540d\u304b\u3089\u88dc\u3046\u3053\u3068 |\n| \u90e8\u54c1\u540d\u306e\u5225\u306e\u8a00\u3044\u65b9\u306e\u5019\u88dc\u3092\u6319\u3052\u308b | \u300c\u904b\u8ee2\u5e2d\u5074\u300d\u3092\u53f3\u30fb\u5de6\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068 |\n| \u8272\u540d\u306f\u8272\u540d\u306e\u307e\u307e\u3001\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u306f\u30b3\u30fc\u30c9\u306e\u307e\u307e\u5206\u3051\u3066\u5199\u3059 | \u8272\u540d\u304b\u3089\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u6c7a\u3081\u308b\u3053\u3068 |\n| \u5019\u88dc\u3092\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u3092\u66f8\u304f | \u300c\u4ed8\u304d\u307e\u3059\u300d\u300c\u9069\u5408\u3057\u307e\u3059\u300d\u3068\u8a00\u3044\u5207\u308b\u3053\u3068 |\n| \u6839\u62e0\u306e\u6bb5\u968e\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u66f8\u304f | \u90e8\u54c1\u306e\u72b6\u614b\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3001\u5024\u5f15\u304d\u306b\u89e6\u308c\u308b\u3053\u3068 |\n\n**\u300c\u4ed8\u304d\u307e\u3059\u3068\u8a00\u3044\u5207\u3089\u306a\u3044\u300d\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7dda\u3067\u3059\u3002** \u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u3068\u578b\u5f0f\u304c\u540c\u3058\u3067\u3082\u3001**\u5e74\u306e\u9014\u4e2d\u306e\u4ed5\u69d8\u306e\u5909\u66f4\u3067\u3001\u30b3\u30cd\u30af\u30bf\u306e\u5f62\u3084\u53d6\u4ed8\u3051\u306e\u7a74\u304c\u5909\u308f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u6839\u62e0\u306e\u6bb5\u968e\u3092\u793a\u3057\u3001\u6700\u5f8c\u306b\u78ba\u304b\u3081\u308b\u306e\u306f\u62c5\u5f53\u8005\u3068\u5de5\u5834\u3067\u3059\u3002","prompt_example":"1\u56de\u76ee\uff08\u554f\u3044\u5408\u308f\u305b\u306e\u8aad\u307f\u66ff\u3048\uff09\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u81ea\u52d5\u8eca\u30ea\u30b5\u30a4\u30af\u30eb\u90e8\u54c1\u306e\u8ca9\u58f2\u4f1a\u793e\u3067\u3001\u6574\u5099\u5de5\u5834\u304b\u3089\u306e\u5728\u5eab\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u6574\u7406\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u554f\u3044\u5408\u308f\u305b\u3011\u304b\u3089\u3001\u5728\u5eab\u3092\u63a2\u3059\u305f\u3081\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u3082\u306e\u3011\n- maker \/ car_name \/ model_code \/ year_raw\uff08\u66f8\u304b\u308c\u305f\u307e\u307e\uff09\/ class_no\n- part_name: \u90e8\u54c1\u540d\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\u3002part_name_variants \u306b\u5225\u306e\u8a00\u3044\u65b9\u306e\u5019\u88dc\n- side_raw: \u5de6\u53f3\u30fb\u524d\u5f8c\u306e\u66f8\u304d\u65b9\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300c\u53f3\u300d\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u306a\u3069\uff09\n- color_name \/ color_code: \u8272\u540d\u3068\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u5206\u3051\u3066\u3001\u66f8\u304b\u308c\u305f\u307e\u307e\n- options: \u4ed5\u69d8\uff08\u96fb\u52d5\u683c\u7d0d\u3001\u30a6\u30a4\u30f3\u30ab\u30fc\u3001\u30ab\u30e1\u30e9\u3001\u30d4\u30f3\u6570\u306a\u3069\uff09\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- missing: \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306e\u540d\u524d\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u3092\u3001\u8eca\u540d\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u904b\u8ee2\u5e2d\u5074\u300d\u300c\u52a9\u624b\u5e2d\u5074\u300d\u3092\u53f3\u30fb\u5de6\u306b\u7f6e\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8272\u540d\u304b\u3089\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u54c1\u540d\u3092\u793e\u5185\u306e\u6a19\u6e96\u540d\u306b\u76f4\u3055\u305a\u3001\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5de5\u5834\u306e\u540d\u524d\u3001\u304a\u5ba2\u3055\u3093\u306e\u540d\u524d\u3001\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u306f\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u554f\u3044\u5408\u308f\u305b\u3011{inquiry_text}\n```\n\n2\u56de\u76ee\uff08\u56de\u7b54\u306e\u4e0b\u66f8\u304d\uff09\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u81ea\u52d5\u8eca\u30ea\u30b5\u30a4\u30af\u30eb\u90e8\u54c1\u306e\u8ca9\u58f2\u4f1a\u793e\u3067\u3001\u6574\u5099\u5de5\u5834\u3078\u306e\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u5019\u88dc\u3011\u306f\u5728\u5eab\u306e\u8a18\u9332\u3068\u3001\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b\u306e\u7d50\u679c\u3068\u3001\u6839\u62e0\u306e\u6bb5\u968e\u3067\u3059\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u5019\u88dc\u3054\u3068\u306b\u3001\u7ba1\u7406\u756a\u53f7\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u4ed5\u69d8\u30fb\u54c1\u8cea\u306e\u30e9\u30f3\u30af\u30fb\u4fa1\u683c\u3092\u3001\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6839\u62e0\u306e\u6bb5\u968e\uff08A\u30fbB\u30fbC\uff09\u3068\u3001\u4e00\u81f4\u3057\u305f\u9805\u76ee\u30fb\u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u306f\u300c\u5199\u771f\u30fb\u73fe\u7269\u3067\u78ba\u8a8d\u306e\u3046\u3048\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6839\u62e0\u306e\u6bb5\u968e\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u5de5\u5834\u306b\u805e\u304f\u3079\u304d\u9805\u76ee\u304c\u3042\u308c\u3070\u3001\u6700\u5f8c\u306b\u307e\u3068\u3081\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u300c\u4ed8\u304d\u307e\u3059\u300d\u300c\u9069\u5408\u3057\u307e\u3059\u300d\u300c\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5728\u5eab\u306e\u8a18\u9332\u306b\u7121\u3044\u4ed5\u69d8\u30fb\u72b6\u614b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u54c1\u306e\u72b6\u614b\u3092\u300c\u304d\u308c\u3044\u300d\u300c\u7f8e\u54c1\u300d\u306a\u3069\u3068\u8a55\u4fa1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5024\u5f15\u304d\u3084\u7d0d\u671f\u306e\u7d04\u675f\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u554f\u3044\u5408\u308f\u305b\u306e\u6761\u4ef6\u3011{conditions}\n\u3010\u5019\u88dc\u3011{candidates}\n```\n\n**\u300c\u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u306f\u78ba\u8a8d\u306e\u3046\u3048\u3054\u9023\u7d61\u3057\u307e\u3059\u3001\u3068\u66f8\u304f\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u7a7a\u306e\u9805\u76ee\u3092\u98db\u3070\u3057\u3066\u66f8\u304d\u307e\u3059\u3002** \u5de5\u5834\u306f\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u3092\u300c\u554f\u3044\u5408\u308f\u305b\u306e\u3068\u304a\u308a\u300d\u3068\u8aad\u307f\u307e\u3059\u3002**\u98db\u3070\u3055\u308c\u305f\u30ab\u30e1\u30e9\u306e\u6709\u7121\u304c\u3001\u5c4a\u3044\u3066\u304b\u3089\u306e\u8fd4\u54c1\u306b\u306a\u308a\u307e\u3059\u3002**","output_data":"**Bedrock \u306e Converse API \u306e `outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u30012\u56de\u76ee\u306f\u6b21\u306e\u5f62\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_no\": \"\",\n  \"candidates\": [\n    { \"stock_no\": \"\",\n      \"evidence_level\": \"A | B | C\",\n      \"match\": { \"model_code\": \"match | mismatch | not_recorded\",\n                 \"class_no\": \"match | mismatch | not_recorded\",\n                 \"side\": \"match | mismatch | not_recorded\",\n                 \"color_code\": \"match | mismatch | not_recorded\",\n                 \"options\": \"match | mismatch | not_recorded\" },\n      \"listed\": { \"part_name\": \"\", \"side\": \"\", \"options\": \"\", \"grade\": \"\", \"price\": \"\" } }\n  ],\n  \"ask_back\": [\"\"],\n  \"draft\": \"\"\n}\n```\n\nAWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u5fdc\u7b54\u304c\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3044\u3001`enum` \u304c\u4f7f\u3048\u307e\u3059\u3002**\u3059\u3079\u3066\u306e `object` \u306b `additionalProperties: false` \u304c\u8981\u308a\u3001**\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002`evidence_level` \u3068 `match` \u306e\u5024\u306f Lambda \u306e\u898f\u5247\u306e\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u6e21\u3057\u3066\u5199\u3055\u305b\u3001**AI\u306b\u306f\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| \u6839\u62e0\u306e\u6bb5\u968e | \u898f\u5247 |\n|:--|:--|\n| A | \u578b\u5f0f\u3068\u985e\u5225\u533a\u5206\u756a\u53f7\u304c\u4e00\u81f4\u3057\u3001\u5de6\u53f3\u3068\u4ed5\u69d8\u306b\u4e0d\u4e00\u81f4\u304c\u7121\u3044 |\n| B | \u578b\u5f0f\u304c\u4e00\u81f4\u3057\u3001\u5e74\u5f0f\u304c\u524d\u5f8c2\u5e74\u4ee5\u5185\u3002\u985e\u5225\u533a\u5206\u756a\u53f7\u306f\u8a18\u9332\u306a\u3057\u304b\u554f\u3044\u5408\u308f\u305b\u306b\u7121\u3044 |\n| C | \u8eca\u540d\u3068\u90e8\u54c1\u540d\u3060\u3051\u304c\u5408\u3046\u3002\u578b\u5f0f\u306f\u8a18\u9332\u306a\u3057\u304b\u554f\u3044\u5408\u308f\u305b\u306b\u7121\u3044 |\n| \u5916\u3059 | \u578b\u5f0f\u30fb\u5de6\u53f3\u30fb\u4ed5\u69d8\u306e\u3069\u308c\u304b\u304c\u4e0d\u4e00\u81f4 |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`listed` \u3092\u5728\u5eab\u306e\u8a18\u9332\u3068\u7167\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** `listed` \u306e\u5024\u304c\u8a18\u9332\u3068\u540c\u3058\u304b\u3092 Lambda \u3067\u78ba\u304b\u3081\u3001**\u9055\u3048\u3070\u4e0b\u66f8\u304d\u3092\u51fa\u3055\u305a\u306b\u4f5c\u308a\u76f4\u3057\u307e\u3059\u3002** \u8a18\u9332\u306b\u7121\u3044\u4ed5\u69d8\u3092\u66f8\u3044\u305f\u4e0b\u66f8\u304d\u306f\u3001\u3053\u3053\u3067\u6b62\u307e\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`ask_back` \u3067\u805e\u304d\u8fd4\u3057\u304c1\u56de\u3067\u6e08\u3080\u3053\u3068\u3067\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u5909\u308f\u3063\u305f\u90e8\u54c1\u306e\u66f8\u304d\u51fa\u3057\uff081\u6642\u9593\u3054\u3068\uff09\u3001\u8ca9\u58f2\u306e\u72b6\u614b\u306e\u7167\u4f1a\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u5728\u5eab\u306e\u7d22\u5f15\u306e\u5143\u3001\u58f2\u7d04\u306e\u78ba\u304b\u3081 |\n| Amazon OpenSearch Service | Lambda \u304b\u3089\u306e\u767b\u9332\u30fb\u691c\u7d22 | \u5728\u5eab\u306e\u7d22\u5f15\u3001\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8 |\n| Amazon Bedrock | Converse API\uff08Claude\uff09 | \u8aad\u307f\u66ff\u3048\u3068\u4e0b\u66f8\u304d |\n| \u62c5\u5f53\u8005\u306e\u753b\u9762 | \u793e\u5185\u306e\u753b\u9762 | \u554f\u3044\u5408\u308f\u305b\u306e\u8cbc\u308a\u4ed8\u3051\u3001\u5019\u88dc\u3068\u6839\u62e0\u3068\u5199\u771f\u3001\u4e0b\u66f8\u304d |\n\n**\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u3001S3 \u306e\u30d5\u30a1\u30a4\u30eb\u3092\u66f4\u65b0\u3057\u3066\u304b\u3089\u9069\u7528\u3057\u307e\u3059\u3002** AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001S3 \u306b\u65b0\u3057\u3044\u7248\u3092\u7f6e\u3044\u305f\u3060\u3051\u3067\u306f\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u66f4\u65b0\u3055\u308c\u305a\u3001**OpenSearch Service \u306e\u5074\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f4\u65b0\u3057\u3001\u30c9\u30e1\u30a4\u30f3\u306b\u9069\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u90311\u56de\u306e\u66f4\u65b0\u306f\u3001\u3053\u306e2\u3064\u3092 Lambda \u304b\u3089\u884c\u3044\u307e\u3059\u3002","human_review":"1. **\u8aad\u307f\u66ff\u3048\u3092\u898b\u308b** \u2026 \u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u5de6\u53f3\u30fb\u8272\u304c\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u3068\u304a\u308a\u306b\u53d6\u308a\u51fa\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u3092\u78ba\u304b\u3081\u308b** \u2026 `not_recorded` \u306e\u9805\u76ee\u3060\u3051\u3001\u5199\u771f\u304b\u73fe\u7269\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u8eca\u306e\u5411\u304d\u3092\u78ba\u304b\u3081\u308b** \u2026 \u554f\u3044\u5408\u308f\u305b\u306e\u8eca\u3068\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u304c\u3001\u3069\u3061\u3089\u3082\u53f3\u30cf\u30f3\u30c9\u30eb\u304b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u5de6\u53f3\u3092\u6c7a\u3081\u307e\u3059\n4. **\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u56de\u7b54\u3059\u308b** \u2026 \u4fa1\u683c\u3068\u53d6\u7f6e\u304d\u306e\u6848\u5185\u306f\u3001\u62c5\u5f53\u8005\u304c\u66f8\u304d\u8db3\u3057\u307e\u3059\n5. **\u6839\u62e0\u306e\u6bb5\u968e\u304c C \u306e\u5019\u88dc\u306f\u3001\u5de5\u5834\u306b\u805e\u304d\u8fd4\u3057\u3066\u304b\u3089\u51fa\u3059** \u2026 \u578b\u5f0f\u304c\u5206\u304b\u3089\u306a\u3044\u307e\u307e\u51fa\u3057\u307e\u305b\u3093\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8f38\u5165\u8eca\u306e\u90e8\u54c1\u3092\u56fd\u7523\u8eca\u3068\u540c\u3058\u611f\u899a\u3067\u5de6\u53f3\u3092\u6c7a\u3081\u308b\u3068\u3001**\u6839\u62e0\u306e\u6bb5\u968e\u304c A \u3067\u3082\u3001\u53cd\u5bfe\u5074\u306e\u90e8\u54c1\u304c\u5c4a\u304d\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5019\u88dc\u304c0\u4ef6 | \u90e8\u54c1\u540d\u306e\u5225\u306e\u8a00\u3044\u65b9\u3067\u5f15\u304d\u76f4\u3057\u3001\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070\u5e74\u5f0f\u306e\u5e45\u3092\u5e83\u3052\u305f\u4ef6\u6570\u3092\u793a\u3059 |\n| \u578b\u5f0f\u304c\u554f\u3044\u5408\u308f\u305b\u306b\u7121\u3044 | \u6839\u62e0\u306e\u6bb5\u968e\u306f C \u307e\u3067\u3068\u3057\u3001\u578b\u5f0f\u3092\u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u4e0b\u66f8\u304d\u306b\u5165\u308c\u308b |\n| \u5019\u88dc\u304c\u591a\u3059\u304e\u308b\uff0820\u4ef6\u3092\u8d85\u3048\u308b\uff09 | \u6839\u62e0\u306e\u6bb5\u968e\u3068\u30e9\u30f3\u30af\u3067\u4e26\u3079\u305f\u4e0a\u4f4d10\u4ef6\u3092\u51fa\u3057\u3001\u6b8b\u308a\u306f\u4ef6\u6570\u3060\u3051\u51fa\u3059 |\n| \u5019\u88dc\u304c\u58f2\u7d04\u6e08\u307f\u30fb\u53d6\u7f6e\u304d\u4e2d | \u56de\u7b54\u306e\u524d\u306e\u7167\u4f1a\u3067\u58f2\u7d04\u6e08\u307f\u306f\u5916\u3057\u3001\u53d6\u7f6e\u304d\u4e2d\u306f\u5370\u3092\u4ed8\u3051\u3066\u6b8b\u3059 |\n| \u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306b\u7121\u3044\u90e8\u54c1\u540d | \u300c\u8f9e\u66f8\u306b\u7121\u3044\u90e8\u54c1\u540d\u300d\u3068\u51fa\u3057\u3001\u62c5\u5f53\u8005\u304c\u6a19\u6e96\u540d\u3092\u9078\u3093\u3067\u8f9e\u66f8\u306e\u5019\u88dc\u306b\u8db3\u3059 |\n| \u5de6\u53f3\u306e\u8a18\u9332\u304c\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u3067\u6b8b\u3063\u3066\u3044\u308b | `side` \u3092\u8a18\u9332\u306a\u3057\u3068\u3057\u3001\u5199\u771f\u3067\u78ba\u304b\u3081\u308b |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u8fd4\u3089\u306a\u3044 | \u5019\u88dc\u306e\u4e00\u89a7\u3068\u6839\u62e0\u306e\u6bb5\u968e\u3060\u3051\u3092\u51fa\u3057\u3001\u4e0b\u66f8\u304d\u306f\u62c5\u5f53\u8005\u304c\u66f8\u304f |\n\n**5\u884c\u76ee\u306e\u8a18\u9332\u304c\u3001\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002**","log_storage":"- \u554f\u3044\u5408\u308f\u305b\u3054\u3068\u306e\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u6587\uff08\u500b\u4eba\u306e\u60c5\u5831\u3092\u4f0f\u305b\u305f\u3082\u306e\uff09\u30011\u56de\u76ee\u306e JSON\u3001\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u7b87\u6240\n- \u5019\u88dc\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u306e\u7d50\u679c\u3001\u6839\u62e0\u306e\u6bb5\u968e\u30012\u56de\u76ee\u306e JSON \u3068\u7167\u5408\u306e\u7d50\u679c\n- \u62c5\u5f53\u8005\u304c\u5199\u771f\u30fb\u73fe\u7269\u3067\u78ba\u304b\u3081\u3066\u76f4\u3057\u305f\u9805\u76ee\n- \u56de\u7b54\u3057\u305f\u90e8\u54c1\u306e\u7ba1\u7406\u756a\u53f7\u3068\u3001\u305d\u306e\u5f8c\u306e\u8fd4\u54c1\u306e\u6709\u7121\u3068\u7406\u7531\n\n**\u8fd4\u54c1\u306e\u7406\u7531\u306f\u3001\u6839\u62e0\u306e\u6bb5\u968e\u306e\u898f\u5247\u3092\u76f4\u3059\u6750\u6599\u306b\u3057\u307e\u3059\u3002** \u6839\u62e0\u306e\u6bb5\u968e\u304c A \u306a\u306e\u306b\u8fd4\u54c1\u306b\u306a\u3063\u305f\u90e8\u54c1\u304c\u7d9a\u304f\u306a\u3089\u3001**\u578b\u5f0f\u3068\u985e\u5225\u533a\u5206\u756a\u53f7\u3060\u3051\u3067\u306f\u898b\u5206\u3051\u3089\u308c\u306a\u3044\u4ed5\u69d8\u306e\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002** \u305d\u306e\u4ed5\u69d8\u3092\u7167\u3089\u3059\u9805\u76ee\u306b\u8db3\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":600,"assumption_workdays":22,"volume_month":600,"before_minutes_per_case":12,"after_minutes_per_case":5,"hourly_cost":2600,"before_hours_month":120,"after_hours_month":50,"saved_hours_month":70,"reduction_rate":58,"saved_hours_year":840,"annual_cost_effect":2184000,"summary":"\u6574\u5099\u5de5\u5834\u304b\u3089\u5c4a\u304f\u66f8\u304d\u65b9\u306e\u3070\u3089\u3070\u3089\u306a\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u8eca\u306e\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\u306e\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u3001\u5728\u5eab\u306e\u4e2d\u53e4\u90e8\u54c1\u304b\u3089\u5019\u88dc\u3092\u63a2\u3057\u307e\u3059\u3002\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u60c5\u5831\u3068\u7167\u3089\u3057\u305f\u9069\u5408\u306e\u6839\u62e0\u3092\u3001\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u6dfb\u3048\u3066\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u62c5\u5f53\u8005\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u3001\u8eca\u540d\u30fb\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u8272\u3092\u30e1\u30e2\u3059\u308b\n2. \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3092\u8eca\u540d\u3068\u90e8\u54c1\u540d\u3067\u5f15\u304d\u3001\u51fa\u306a\u3051\u308c\u3070\u90e8\u54c1\u540d\u3092\u8a00\u3044\u63db\u3048\u3066\u5f15\u304d\u76f4\u3059\n3. \u51fa\u3066\u304d\u305f\u90e8\u54c1\u306e\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u3092\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u8eca\u3068\u898b\u6bd4\u3079\u308b\n4. \u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\uff08\u96fb\u52d5\u683c\u7d0d\u30fb\u30a6\u30a4\u30f3\u30ab\u30fc\u30fb\u30ab\u30e1\u30e9\u30fb\u30b3\u30cd\u30af\u30bf\u306e\u30d4\u30f3\u6570\u306a\u3069\uff09\u3092\u3001\u8a18\u9332\u3068\u5199\u771f\u3067\u78ba\u304b\u3081\u308b\n5. \u5408\u3044\u305d\u3046\u306a\u90e8\u54c1\u306e\u54c1\u8cea\u306e\u30e9\u30f3\u30af\u3068\u4fa1\u683c\u3092\u4f1d\u3048\u308b\u3002\u5206\u304b\u3089\u306a\u3044\u9805\u76ee\u304c\u3042\u308c\u3070\u5de5\u5834\u306b\u805e\u304d\u8fd4\u3059\n6. \u5728\u5eab\u304c\u7121\u3051\u308c\u3070\u300c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u7b54\u3048\u308b\n\n**\uff08a\uff09\u8a00\u3044\u63db\u3048\u3068\u66f8\u304d\u65b9\u306e\u9055\u3044\u3067\u5728\u5eab\u304c\u5f15\u3051\u306a\u3044\u3002** 2\u756a\u76ee\u3067\u3001\u300c\u30aa\u30eb\u30bf\u300d\u300c\u30aa\u30eb\u30bf\u30cd\u30fc\u30bf\u30fc\u300d\u300c\u30c0\u30a4\u30ca\u30e2\u300d\u3001\u300c\u30bb\u30eb\u30e2\u30fc\u30bf\u30fc\u300d\u300c\u30b9\u30bf\u30fc\u30bf\u30fc\u300d\u306e\u3088\u3046\u306a\u8a00\u3044\u63db\u3048\u3092\u601d\u3044\u3064\u304b\u306a\u3051\u308c\u3070\u51fa\u3066\u304d\u307e\u305b\u3093\u3002\u578b\u5f0f\u3082\u300cDBA-ZVW30\u300d\u3068\u300cZVW30\u300d\u3067\u5225\u306e\u3082\u306e\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002**\u62c5\u5f53\u8005\u304c\u8a00\u3044\u63db\u3048\u3092\u4f55\u901a\u308a\u8a66\u3057\u305f\u304b\u3067\u3001\u7b54\u3048\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\n\n**\uff08b\uff09\u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\u306e\u53d6\u308a\u9055\u3048\u3002** 4\u756a\u76ee\u3067\u3001\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u3092\u53f3\u3068\u6c7a\u3081\u3066\u63a2\u3059\u3001\u8272\u540d\u304b\u3089\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u601d\u3044\u8fbc\u307f\u3067\u6c7a\u3081\u308b\u3001\u30ab\u30e1\u30e9\u4ed8\u304d\u306e\u30df\u30e9\u30fc\u306b\u30ab\u30e1\u30e9\u7121\u3057\u3092\u51fa\u3059\u3002**\u5c4a\u3044\u3066\u304b\u3089\u4ed8\u304b\u306a\u3044\u3068\u5206\u304b\u308a\u3001\u8fd4\u54c1\u3068\u518d\u9001\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u4e00\u81f4\u3057\u305f\u6839\u62e0\u304c\u6b8b\u3089\u306a\u3044\u3002** 5\u756a\u76ee\u3067\u300c\u4ed8\u304d\u307e\u3059\u300d\u3068\u7b54\u3048\u305f\u6839\u62e0\u306f\u3001\u62c5\u5f53\u8005\u306e\u982d\u306e\u4e2d\u3060\u3051\u3067\u3059\u3002**\u8fd4\u54c1\u306b\u306a\u3063\u305f\u3068\u304d\u3001\u4f55\u3092\u898b\u3066\u4ed8\u304f\u3068\u5224\u65ad\u3057\u305f\u306e\u304b\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u96fb\u8a71\u304c\u9014\u5207\u308c\u306a\u3044\u3002** 1\u4ef612\u5206\u306e\u554f\u3044\u5408\u308f\u305b\u304c1\u65e5\u306b30\u4ef6\u8fd1\u304f\u6765\u307e\u3059\u3002**\u8abf\u3079\u3066\u3044\u308b\u3042\u3044\u3060\u306b\u6b21\u306e\u96fb\u8a71\u304c\u9cf4\u308a\u3001\u6298\u308a\u8fd4\u3057\u304c\u9045\u308c\u307e\u3059\u3002**","before_flow_steps":["\u62c5\u5f53\u8005\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u3001\u8eca\u540d\u30fb\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u8272\u3092\u30e1\u30e2\u3059\u308b","\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3092\u8eca\u540d\u3068\u90e8\u54c1\u540d\u3067\u5f15\u304d\u3001\u51fa\u306a\u3051\u308c\u3070\u90e8\u54c1\u540d\u3092\u8a00\u3044\u63db\u3048\u3066\u5f15\u304d\u76f4\u3059","\u51fa\u3066\u304d\u305f\u90e8\u54c1\u306e\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u3092\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u8eca\u3068\u898b\u6bd4\u3079\u308b","\u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\uff08\u96fb\u52d5\u683c\u7d0d\u30fb\u30a6\u30a4\u30f3\u30ab\u30fc\u30fb\u30ab\u30e1\u30e9\u30fb\u30b3\u30cd\u30af\u30bf\u306e\u30d4\u30f3\u6570\u306a\u3069\uff09\u3092\u3001\u8a18\u9332\u3068\u5199\u771f\u3067\u78ba\u304b\u3081\u308b","\u5408\u3044\u305d\u3046\u306a\u90e8\u54c1\u306e\u54c1\u8cea\u306e\u30e9\u30f3\u30af\u3068\u4fa1\u683c\u3092\u4f1d\u3048\u308b\u3002\u5206\u304b\u3089\u306a\u3044\u9805\u76ee\u304c\u3042\u308c\u3070\u5de5\u5834\u306b\u805e\u304d\u8fd4\u3059","\u5728\u5eab\u304c\u7121\u3051\u308c\u3070\u300c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u7b54\u3048\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u672c\u6587\u304b\u96fb\u8a71\u306e\u30e1\u30e2\u3092\u753b\u9762\u306b\u8cbc\u308a\u3001\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u3092\u62bc\u3059\n2. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u3001\u8eca\u540d\u30fb\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059\n3. **\u3010\u81ea\u52d5\u3011** OpenSearch \u304c\u5728\u5eab\u306e\u7d22\u5f15\u3092\u3001\u90e8\u54c1\u540d\u306e\u8a00\u3044\u63db\u3048\u3068\u578b\u5f0f\u306e\u8868\u8a18\u3086\u308c\u3092\u305d\u308d\u3048\u3066\u5f15\u304f\n4. **\u3010\u81ea\u52d5\u3011** \u5019\u88dc\u3054\u3068\u306b\u3001\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u5de6\u53f3\u30fb\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u30fb\u4ed5\u69d8\u3092\u898f\u5247\u3067\u7167\u3089\u3057\u3001\u300c\u4e00\u81f4\u300d\u300c\u4e0d\u4e00\u81f4\u300d\u300c\u8a18\u9332\u306a\u3057\u300d\u3092\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u4e00\u81f4\u306e\u9805\u76ee\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3001\u9069\u5408\u306e\u6839\u62e0\u306e\u6bb5\u968e\uff08A\u30fbB\u30fbC\uff09\u3092\u898f\u5247\u3067\u4ed8\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5019\u88dc\u3092\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u805e\u304d\u8fd4\u3059\u3079\u304d\u9805\u76ee\u3092\u66f8\u3044\u305f\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u5019\u88dc\u3068\u6839\u62e0\u3092\u78ba\u304b\u3081\u3001\u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u306f\u5199\u771f\u304b\u73fe\u7269\u3067\u78ba\u304b\u3081\u3066\u56de\u7b54\u3059\u308b\n\n**4\u756a\u76ee\u30685\u756a\u76ee\u3092\u898f\u5247\u3067\u884c\u3046\u306e\u306f\u3001\u300c\u4ed8\u304f\u304b\u3069\u3046\u304b\u300d\u306e\u6839\u62e0\u3092\u8ab0\u304c\u898b\u3066\u3082\u540c\u3058\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u578b\u5f0f\u3068\u985e\u5225\u533a\u5206\u756a\u53f7\u304c\u4e00\u81f4\u3059\u308c\u3070 A\u3001\u578b\u5f0f\u3068\u5e74\u5f0f\u3060\u3051\u304c\u4e00\u81f4\u3059\u308c\u3070 B\u3001\u90e8\u54c1\u540d\u3068\u8eca\u540d\u3060\u3051\u304c\u5408\u3048\u3070 C\u3002**AI\u304c\u300c\u540c\u3058\u30d7\u30ea\u30a6\u30b9\u306a\u306e\u3067\u4ed8\u304d\u307e\u3059\u300d\u3068\u66f8\u304f\u4f59\u5730\u3092\u3001\u6700\u521d\u304b\u3089\u4f5c\u308a\u307e\u305b\u3093\u3002**\n\n**6\u756a\u76ee\u306e\u300c\u805e\u304d\u8fd4\u3059\u3079\u304d\u9805\u76ee\u300d\u304c\u3001\u96fb\u8a71\u306e\u5f80\u5fa9\u3092\u6e1b\u3089\u3057\u307e\u3059\u3002** \u985e\u5225\u533a\u5206\u756a\u53f7\u304c\u7121\u3044\u305f\u3081\u306b B \u306b\u7559\u307e\u3063\u305f\u5019\u88dc\u304c\u3042\u308c\u3070\u3001**\u300c\u985e\u5225\u533a\u5206\u756a\u53f7\u3092\u304a\u77e5\u3089\u305b\u3044\u305f\u3060\u3051\u308c\u3070\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u300d\u3068\u4e0b\u66f8\u304d\u306b\u66f8\u304d\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u672c\u6587\u304b\u96fb\u8a71\u306e\u30e1\u30e2\u3092\u753b\u9762\u306b\u8cbc\u308a\u3001\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u3092\u62bc\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u3001\u8eca\u540d\u30fb\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** OpenSearch \u304c\u5728\u5eab\u306e\u7d22\u5f15\u3092\u3001\u90e8\u54c1\u540d\u306e\u8a00\u3044\u63db\u3048\u3068\u578b\u5f0f\u306e\u8868\u8a18\u3086\u308c\u3092\u305d\u308d\u3048\u3066\u5f15\u304f","**\u3010\u81ea\u52d5\u3011** \u5019\u88dc\u3054\u3068\u306b\u3001\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u5de6\u53f3\u30fb\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u30fb\u4ed5\u69d8\u3092\u898f\u5247\u3067\u7167\u3089\u3057\u3001\u300c\u4e00\u81f4\u300d\u300c\u4e0d\u4e00\u81f4\u300d\u300c\u8a18\u9332\u306a\u3057\u300d\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u4e00\u81f4\u306e\u9805\u76ee\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3001\u9069\u5408\u306e\u6839\u62e0\u306e\u6bb5\u968e\uff08A\u30fbB\u30fbC\uff09\u3092\u898f\u5247\u3067\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5019\u88dc\u3092\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u805e\u304d\u8fd4\u3059\u3079\u304d\u9805\u76ee\u3092\u66f8\u3044\u305f\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u5019\u88dc\u3068\u6839\u62e0\u3092\u78ba\u304b\u3081\u3001\u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u306f\u5199\u771f\u304b\u73fe\u7269\u3067\u78ba\u304b\u3081\u3066\u56de\u7b54\u3059\u308b"],"architecture":"```\n\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08\u90e8\u54c1\u30fb\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u30fb\u30e9\u30f3\u30af\u30fb\u4fa1\u683c\u30fb\u5199\u771f\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u30111\u6642\u9593\u3054\u3068\u306e\u53d6\u308a\u8fbc\u307f\uff08\u5165\u5eab\u30fb\u58f2\u7d04\u306e\u53cd\u6620\uff09\nAWS Lambda \u2500\u2500 \u578b\u5f0f\u306e\u66f8\u304d\u65b9\u3068\u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\n   \u25bc\nAmazon OpenSearch Service\n   \u2502   \u5728\u5eab\u306e\u7d22\u5f15\uff1a\u90e8\u54c1\u540d\uff08kuromoji\uff0b\u90e8\u54c1\u540d\u306e\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\uff09\n   \u2502               \u578b\u5f0f\uff08normalizer \u3067\u6392\u51fa\u30ac\u30b9\u306e\u8a18\u53f7\u3092\u5916\u3059\uff09\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\n   \u2502               \u5de6\u53f3\u30fb\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u30fb\u4ed5\u69d8\u30fb\u30e9\u30f3\u30af\u30fb\u4fa1\u683c\u30fb\u8ca9\u58f2\u306e\u72b6\u614b\n   \u25bc\u3010\u4eba\u3011\u62c5\u5f53\u8005\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u8cbc\u308b\nAWS Lambda\n   \u251c\u2500\u2500\u25b6 Claude\uff08Amazon Bedrock\uff09\u2500\u2500 \u554f\u3044\u5408\u308f\u305b\u3092\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u308b\n   \u251c\u2500\u2500\u25b6 OpenSearch \u2500\u2500 \u5728\u5eab\u3092\u5f15\u304f \u2192 \u898f\u5247\u3067\u4e00\u81f4\u3092\u7167\u3089\u3057\u3001\u6839\u62e0\u306e\u6bb5\u968e\u3092\u4ed8\u3051\u308b\n   \u251c\u2500\u2500\u25b6 Claude\uff08Amazon Bedrock\uff09\u2500\u2500 \u8a18\u9332\u306e\u307e\u307e\u56de\u7b54\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u62c5\u5f53\u8005\u306e\u753b\u9762 \u2500\u2500\u3010\u4eba\u3011\u78ba\u304b\u3081\u3066\u56de\u7b54\uff0f\u53d6\u7f6e\u304d\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Amazon OpenSearch Service\uff08kuromoji\u3001synonym_graph\u3001normalizer\u3001bool\uff09 | Azure AI Search\u3001Vertex AI Search\uff08Agent Search\uff09 |\n| \u751f\u6210AI | Claude\uff08Amazon Bedrock \u306e Converse API\u3001\u69cb\u9020\u5316\u51fa\u529b\uff09 | Azure OpenAI\uff08Microsoft Foundry\uff09\u3001OpenAI API |\n| \u9023\u643a | AWS Lambda\uff08\u53d6\u308a\u8fbc\u307f\u3001\u8aad\u307f\u66ff\u3048\u3068\u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\u3001\u8ca9\u58f2\u306e\u72b6\u614b\u306e\u7167\u4f1a\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u53d6\u308a\u8fbc\u307f\u306e\u5199\u3057\u3001\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306e\u5143\u3001\u554f\u3044\u5408\u308f\u305b\u3068\u5019\u88dc\u3068\u4e0b\u66f8\u304d\u306e\u8a18\u9332\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u53d6\u7f6e\u304d\u3068\u58f2\u7d04\u306e\u767b\u9332\u306f\u3001\u62c5\u5f53\u8005\u304c\u3044\u3064\u3082\u306e\u753b\u9762\u3067\u884c\u3044\u307e\u3059\u3002\n\n**\u65e5\u672c\u8a9e\u306e\u90e8\u54c1\u540d\u3092\u5f15\u304f\u306b\u306f\u3001\u5f62\u614b\u7d20\u89e3\u6790\u3068\u6587\u5b57\u306e\u6b63\u898f\u5316\u304c\u8981\u308a\u307e\u3059\u3002** AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001OpenSearch Service \u306e\u30c9\u30e1\u30a4\u30f3\u306b\u306f Japanese\uff08kuromoji\uff09\u3068 ICU \u306e\u89e3\u6790\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u5168\u30c9\u30e1\u30a4\u30f3\u306b\u542b\u307e\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5168\u89d2\u3068\u534a\u89d2\u306e\u6df7\u3056\u3063\u305f\u578b\u5f0f\u3084\u300c\uff32\u300d\u300c\u53f3\u300d\u306e\u66f8\u304d\u65b9\u3092 ICU \u3067\u305d\u308d\u3048\u3001\u90e8\u54c1\u540d\u306f kuromoji \u3067\u533a\u5207\u308a\u307e\u3059\u3002**\n\n**\u90e8\u54c1\u540d\u306e\u8a00\u3044\u63db\u3048\u306f\u3001\u8f9e\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066 OpenSearch Service \u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002** AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001\u540c\u7fa9\u8a9e\u306a\u3069\u306e\u8f9e\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092 S3 \u304b\u3089\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u3001\u30c9\u30e1\u30a4\u30f3\u306b\u95a2\u9023\u4ed8\u3051\u308b\u3068\u3001`synonyms_path` \u306b `analyzers\/<\u30d1\u30c3\u30b1\u30fc\u30b8\u306e ID>` \u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3048\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u62c5\u5f53\u8005\u304c\u300c\u3053\u306e\u8a00\u3044\u65b9\u3067\u51fa\u306a\u304b\u3063\u305f\u300d\u3068\u6c17\u3065\u3044\u305f\u3089\u8f9e\u66f8\u306b\u8db3\u3059\u904b\u7528\u306b\u3057\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u30021\u6642\u9593\u3054\u3068\u306e\u5728\u5eab\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u62c5\u5f53\u8005\u306e\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u3067\u3059\u3002**\n\n\u5728\u5eab\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u5165\u5eab\u30fb\u58f2\u7d04\u30fb\u53d6\u7f6e\u304d\u304c\u5909\u308f\u3063\u305f\u90e8\u54c1\u3092\u66f8\u304d\u51fa\u3057\u3001\u7d22\u5f15\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\u4e2d\u53e4\u90e8\u54c1\u306f1\u70b9\u3082\u306e\u306a\u306e\u3067\u3001\u58f2\u308c\u305f\u90e8\u54c1\u304c\u5019\u88dc\u306b\u51fa\u7d9a\u3051\u308b\u3068\u3001\u305d\u306e\u307e\u307e\u300c\u3042\u308a\u307e\u3059\u300d\u3068\u7b54\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002** 1\u6642\u9593\u306e\u9593\u306b\u58f2\u308c\u305f\u90e8\u54c1\u306b\u5099\u3048\u3066\u3001\u56de\u7b54\u306e\u524d\u306b\u8ca9\u58f2\u306e\u72b6\u614b\u3060\u3051\u306f\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u7167\u4f1a\u3057\u307e\u3059\u3002\n\n\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u306f\u3001\u62c5\u5f53\u8005\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u8cbc\u308b\u304b\u96fb\u8a71\u306e\u30e1\u30e2\u3092\u6253\u3061\u8fbc\u3093\u3060\u5f8c\u306b\u62bc\u3057\u307e\u3059\u3002**FAX \u306f\u62c5\u5f53\u8005\u304c\u8aad\u3093\u3067\u6253\u3061\u8fbc\u307f\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u307e\u3067\u81ea\u52d5\u306b\u3059\u308b\u3068\u3001\u624b\u66f8\u304d\u306e\u578b\u5f0f\u306e\u8aad\u307f\u9055\u3044\u304c\u305d\u306e\u307e\u307e\u691c\u7d22\u306b\u5165\u308b\u305f\u3081\u3067\u3059\u3002\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306f\u9031\u306b1\u56de\u66f4\u65b0\u3057\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u5de5\u5834\u306e\u8a00\u8449\u306e\u307e\u307e\u306e\u672c\u6587\u3001\u307e\u305f\u306f\u96fb\u8a71\u306e\u30e1\u30e2 | \u62c5\u5f53\u8005\u304c\u8cbc\u308b\u30fb\u6253\u3061\u8fbc\u3080 |\n| \u5728\u5eab | \u7ba1\u7406\u756a\u53f7\u3001\u90e8\u54c1\u540d\uff08\u793e\u5185\u306e\u6a19\u6e96\u540d\uff09\u3001\u5de6\u53f3\u30fb\u524d\u5f8c\u3001\u4ed5\u69d8\u3001\u54c1\u8cea\u306e\u30e9\u30f3\u30af\u3001\u72b6\u614b\u306e\u30e1\u30e2\u3001\u4fa1\u683c\u3001\u5199\u771f\u306eURL\u3001\u8ca9\u58f2\u306e\u72b6\u614b\u3001\u7d14\u6b63\u54c1\u756a\uff08\u3042\u308c\u3070\uff09 | \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u53d6\u308a\u5916\u3057\u5143\u306e\u8eca | \u8eca\u540d\u3001\u578b\u5f0f\u3001\u5e74\u5f0f\u3001\u985e\u5225\u533a\u5206\u756a\u53f7\u3001\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3001\u8d70\u884c\u8ddd\u96e2 | \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08\u90e8\u54c1\u306b\u7d50\u3073\u4ed8\u3051\u3066\u8a18\u9332\uff09 |\n| \u90e8\u54c1\u540d\u306e\u8a00\u3044\u63db\u3048\u306e\u8868 | \u793e\u5185\u306e\u6a19\u6e96\u540d\u3068\u3001\u5de5\u5834\u304c\u4f7f\u3046\u8a00\u3044\u65b9\uff08\u30c9\u30a2\u30df\u30e9\u30fc\uff1d\u30b5\u30a4\u30c9\u30df\u30e9\u30fc\u3001\u30aa\u30eb\u30bf\u30cd\u30fc\u30bf\u30fc\uff1d\u30aa\u30eb\u30bf\uff1d\u30c0\u30a4\u30ca\u30e2\u306a\u3069\uff09 | \u53d7\u6ce8\u306e\u62c5\u5f53\u3067\u4f5c\u308b\u8868 |\n| \u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u306e\u8868 | \u300c\u96fb\u683c\u300d\u300c\u96fb\u52d5\u683c\u7d0d\u300d\u3001\u300c\u30a6\u30a4\u30f3\u30ab\u30fc\u4ed8\u300d\u300c\u30bf\u30fc\u30f3\u4ed8\u300d\u306a\u3069\u306e\u66f8\u304d\u65b9\u3068\u3001\u305d\u308d\u3048\u305f\u5024 | \u53d7\u6ce8\u306e\u62c5\u5f53\u3067\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5165\u5eab\u306e\u3068\u304d\u306e\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u8a18\u9332\u3067\u3059\u3002** \u985e\u5225\u533a\u5206\u756a\u53f7\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u90e8\u54c1\u306f\u3001\u3069\u308c\u3060\u3051\u691c\u7d22\u3092\u5de5\u592b\u3057\u3066\u3082 A \u306e\u6839\u62e0\u306b\u306a\u308a\u307e\u305b\u3093\u3002**\u5165\u5eab\u306e\u6c7a\u307e\u308a\u3067\u3001\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u5fc5\u305a\u5165\u308c\u308b\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u571f\u53f0\u3067\u3059\u3002**\n\n**\u5de5\u5834\u306e\u540d\u524d\u3068\u9023\u7d61\u5148\u306f\u3001\u751f\u6210AI\u306b\u6e21\u3057\u307e\u305b\u3093\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u672c\u6587\u306b\u5de5\u5834\u306e\u540d\u524d\u3084\u304a\u5ba2\u3055\u3093\u306e\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u4f0f\u305b\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u3069\u3046\u53d6\u308b\u304b |\n|:--|:--|:--|\n| \u90e8\u54c1\u540d\u3067\u5408\u3046\u90e8\u54c1 | \u5728\u5eab\u306e\u7d22\u5f15 | `match`\uff08`part_name`\u3002\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u3092\u4f7f\u3046\uff09 |\n| \u578b\u5f0f\u3067\u5408\u3046\u90e8\u54c1 | \u5728\u5eab\u306e\u7d22\u5f15 | `term`\uff08`model_code`\u3002normalizer \u3067\u6392\u51fa\u30ac\u30b9\u306e\u8a18\u53f7\u3092\u5916\u3057\u305f\u5024\u3069\u3046\u3057\u3067\u6bd4\u3079\u308b\uff09 |\n| \u5e74\u5f0f\u306e\u5e45 | \u5728\u5eab\u306e\u7d22\u5f15 | `should` \u306e `range`\uff08`year`\u3002\u524d\u5f8c2\u5e74\u306e\u5e45\u3067\u70b9\u6570\u3092\u4e0a\u3052\u308b\uff09 |\n| \u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u30fb\u5de6\u53f3\u30fb\u4ed5\u69d8 | \u5728\u5eab\u306e\u7d22\u5f15 | \u691c\u7d22\u3067\u306f\u7d5e\u3089\u305a\u3001\u53d6\u308a\u51fa\u3057\u3066\u304b\u3089\u898f\u5247\u3067\u7167\u3089\u3059 |\n| \u58f2\u308c\u3066\u3044\u306a\u3044\u3082\u306e | \u5728\u5eab\u306e\u7d22\u5f15 | `filter` \u306e `term`\uff08`stage: available`\uff09 |\n\n**\u578b\u5f0f\u306e\u8868\u8a18\u3086\u308c\u306f\u3001normalizer \u3067\u305d\u308d\u3048\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001normalizer \u306f\u5206\u6790\u5668\u306b\u4f3c\u3066\u3044\u307e\u3059\u304c**1\u3064\u306e\u30c8\u30fc\u30af\u30f3\u3060\u3051\u3092\u51fa\u3059**\u3082\u306e\u3067\u3001`keyword` \u306e\u9805\u76ee\u3067\u306e\u4e00\u81f4\u306e\u691c\u7d22\u306b\u4f7f\u3048\u3001**`pattern_replace` \u3084 `mapping` \u306e\u6587\u5b57\u306e\u30d5\u30a3\u30eb\u30bf\u3001`lowercase`\u30fb`uppercase`\u30fb`cjk_width` \u306a\u3069\u306e\u30c8\u30fc\u30af\u30f3\u306e\u30d5\u30a3\u30eb\u30bf**\u3092\u4f7f\u3048\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u540c\u7fa9\u8a9e\u306e\u7f6e\u304d\u63db\u3048\u306f\u3067\u304d\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u578b\u5f0f\u306f `pattern_replace` \u3067\u5148\u982d\u306e\u6392\u51fa\u30ac\u30b9\u306e\u8a18\u53f7\u3068\u30cf\u30a4\u30d5\u30f3\u3092\u5916\u3057\u3001`cjk_width` \u3068 `uppercase` \u3067\u5168\u89d2\u3068\u5c0f\u6587\u5b57\u3092\u305d\u308d\u3048\u307e\u3059\u3002** \u7d22\u5f15\u306e\u5024\u306b\u3082\u554f\u3044\u5408\u308f\u305b\u306e\u5024\u306b\u3082\u540c\u3058 normalizer \u304c\u304b\u304b\u308b\u306e\u3067\u3001\u300cdba-zvw30\u300d\u3068\u300cZVW30\u300d\u304c\u540c\u3058\u5024\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u985e\u5225\u533a\u5206\u756a\u53f7\u3068\u5de6\u53f3\u3068\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u306f\u3001\u691c\u7d22\u306e\u6761\u4ef6\u3067\u7d5e\u308a\u307e\u305b\u3093\u3002** \u300c\u53f3\u300d\u3067\u7d5e\u308b\u3068\u3001\u5de6\u53f3\u306e\u8a18\u9332\u304c\u7a7a\u306e\u90e8\u54c1\u304c\u6d88\u3048\u307e\u3059\u3002**\u8a18\u9332\u304c\u7a7a\u306e\u90e8\u54c1\u306f\u3001\u5199\u771f\u3092\u898b\u308c\u3070\u53f3\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002** \u5019\u88dc\u3068\u3057\u3066\u6b8b\u3057\u3001\u898f\u5247\u3067\u300c\u8a18\u9332\u306a\u3057\u300d\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002\n\n```json\nPUT \/parts\n{\n  \"settings\": { \"analysis\": {\n    \"char_filter\": {\n      \"strip_prefix\": { \"type\": \"pattern_replace\",\n                        \"pattern\": \"^[A-Za-z0-9]{2,4}-\", \"replacement\": \"\" } },\n    \"normalizer\": {\n      \"model_norm\": { \"type\": \"custom\", \"char_filter\": [\"strip_prefix\"],\n                      \"filter\": [\"cjk_width\", \"uppercase\"] } },\n    \"filter\": {\n      \"part_syn\": { \"type\": \"synonym_graph\",\n                    \"synonyms_path\": \"analyzers\/F111111111\", \"updateable\": true } },\n    \"analyzer\": {\n      \"ja_index\":  { \"type\": \"custom\", \"char_filter\": [\"icu_normalizer\"],\n                     \"tokenizer\": \"kuromoji_tokenizer\" },\n      \"ja_search\": { \"type\": \"custom\", \"char_filter\": [\"icu_normalizer\"],\n                     \"tokenizer\": \"kuromoji_tokenizer\", \"filter\": [\"part_syn\"] } } } },\n  \"mappings\": { \"properties\": {\n    \"part_name\":  { \"type\": \"text\", \"analyzer\": \"ja_index\", \"search_analyzer\": \"ja_search\" },\n    \"model_code\": { \"type\": \"keyword\", \"normalizer\": \"model_norm\" },\n    \"year\":       { \"type\": \"integer\" },\n    \"class_no\":   { \"type\": \"keyword\" },\n    \"color_code\": { \"type\": \"keyword\" },\n    \"side\":       { \"type\": \"keyword\" },\n    \"options\":    { \"type\": \"keyword\" },\n    \"stage\":      { \"type\": \"keyword\" } } }\n}\n```\n\n**\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306f\u3001\u691c\u7d22\u306e\u5206\u6790\u5668\u3060\u3051\u306b\u5165\u308c\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`synonym_graph` \u306f\u8907\u6570\u306e\u8a9e\u304b\u3089\u306a\u308b\u540c\u7fa9\u8a9e\u3092\u6271\u3048\u308b\u3082\u306e\u3067\u3001**\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u3060\u3051\u4f7f\u3046**\u3088\u3046\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`updateable: true` \u306f\u691c\u7d22\u306e\u5206\u6790\u5668\u306b\u3060\u3051\u4f7f\u3048\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u66f4\u65b0\u3092\u9069\u7528\u3059\u308b\u3068\u7d22\u5f15\u304c\u81ea\u52d5\u3067\u66f4\u65b0\u3055\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u90311\u56de\u306e\u8f9e\u66f8\u306e\u66f4\u65b0\u3067\u3001\u7d22\u5f15\u3092\u4f5c\u308a\u76f4\u3055\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5de6\u53f3\u30fb\u524d\u5f8c\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u5728\u5eab\u306e\u8a18\u9332\u306e\u300c\u53f3\u300d\u300cR\u300d\u300cRH\u300d\u3092 `side: right` \u306b\u3057\u3001\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u300c\u52a9\u624b\u5e2d\u5074\u300d\u3068\u66f8\u304b\u308c\u305f\u8a18\u9332\u306f\u66f8\u304b\u308c\u305f\u307e\u307e `side_raw` \u306b\u6b8b\u3057\u3066 `side` \u3092\u5165\u308c\u307e\u305b\u3093\n2. **\u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u306e\u8868\u3067\u300c\u96fb\u683c\u300d\u300c\u96fb\u52d5\u683c\u7d0d\u300d\u3092 `power_fold` \u306b\u3001\u300c\u30ab\u30e1\u30e9\u4ed8\u300d\u3092 `camera` \u306b\u3057\u307e\u3059\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u5024\u3092\u5165\u308c\u307e\u305b\u3093\n3. **\u5e74\u5f0f\u3092\u897f\u66a6\u306b\u3059\u308b** \u2026 \u300cH22\u300d\u300c\u5e73\u621022\u5e74\u300d\u30922010\u306b\u3057\u307e\u3059\n4. **\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u6587\u5b57\u306e\u307e\u307e\u6301\u3064** \u2026 \u5148\u982d\u306e0\u3092\u843d\u3068\u3055\u306a\u3044\u3088\u3046\u3001\u6570\u5024\u3067\u306f\u306a\u304f\u6587\u5b57\u3067\u6301\u3061\u307e\u3059\n5. **\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u500b\u4eba\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u5de5\u5834\u306e\u540d\u524d\u3001\u304a\u5ba2\u3055\u3093\u306e\u540d\u524d\u3001\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u306f\u3001Claude \u306b\u6e21\u3059\u524d\u306b\u4f0f\u305b\u307e\u3059\n\n**1\u756a\u76ee\u3067\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u3092\u53f3\u306b\u76f4\u3055\u306a\u3044\u3053\u3068\u304c\u5927\u4e8b\u3067\u3059\u3002** \u5728\u5eab\u306e\u53d6\u308a\u5916\u3057\u5143\u304c\u8f38\u5165\u8eca\u306a\u3089\u3001\u904b\u8ee2\u5e2d\u5074\u306f\u5de6\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u60c5\u5831\u3092\u898b\u305a\u306b\u7f6e\u304d\u63db\u3048\u308b\u3068\u3001\u8a18\u9332\u306e\u6bb5\u968e\u3067\u5de6\u53f3\u304c\u5165\u308c\u66ff\u308f\u308a\u307e\u3059\u3002**\n\n**2\u756a\u76ee\u3067\u3001\u7a7a\u306e\u4ed5\u69d8\u306b\u300c\u7121\u3057\u300d\u3092\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30ab\u30e1\u30e9\u306e\u6709\u7121\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u90e8\u54c1\u3092 `camera: no` \u306b\u3059\u308b\u3068\u3001**\u30ab\u30e1\u30e9\u4ed8\u304d\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u300c\u30ab\u30e1\u30e9\u7121\u3057\u300d\u3068\u7b54\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**AI\u306e\u4ed5\u4e8b\u306f2\u3064\u3067\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u3092\u63a2\u3059\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u308b\u3053\u3068\u3068\u3001\u898f\u5247\u3067\u7167\u3089\u3057\u305f\u5019\u88dc\u3092\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3066\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u66f8\u304f\u3053\u3068\u3067\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u3055\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|\n| \u8eca\u540d\u30fb\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u578b\u5f0f\u3084\u5e74\u5f0f\u3092\u8eca\u540d\u304b\u3089\u88dc\u3046\u3053\u3068 |\n| \u90e8\u54c1\u540d\u306e\u5225\u306e\u8a00\u3044\u65b9\u306e\u5019\u88dc\u3092\u6319\u3052\u308b | \u300c\u904b\u8ee2\u5e2d\u5074\u300d\u3092\u53f3\u30fb\u5de6\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068 |\n| \u8272\u540d\u306f\u8272\u540d\u306e\u307e\u307e\u3001\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u306f\u30b3\u30fc\u30c9\u306e\u307e\u307e\u5206\u3051\u3066\u5199\u3059 | \u8272\u540d\u304b\u3089\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u6c7a\u3081\u308b\u3053\u3068 |\n| \u5019\u88dc\u3092\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u3092\u66f8\u304f | \u300c\u4ed8\u304d\u307e\u3059\u300d\u300c\u9069\u5408\u3057\u307e\u3059\u300d\u3068\u8a00\u3044\u5207\u308b\u3053\u3068 |\n| \u6839\u62e0\u306e\u6bb5\u968e\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u66f8\u304f | \u90e8\u54c1\u306e\u72b6\u614b\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3001\u5024\u5f15\u304d\u306b\u89e6\u308c\u308b\u3053\u3068 |\n\n**\u300c\u4ed8\u304d\u307e\u3059\u3068\u8a00\u3044\u5207\u3089\u306a\u3044\u300d\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7dda\u3067\u3059\u3002** \u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u3068\u578b\u5f0f\u304c\u540c\u3058\u3067\u3082\u3001**\u5e74\u306e\u9014\u4e2d\u306e\u4ed5\u69d8\u306e\u5909\u66f4\u3067\u3001\u30b3\u30cd\u30af\u30bf\u306e\u5f62\u3084\u53d6\u4ed8\u3051\u306e\u7a74\u304c\u5909\u308f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u6839\u62e0\u306e\u6bb5\u968e\u3092\u793a\u3057\u3001\u6700\u5f8c\u306b\u78ba\u304b\u3081\u308b\u306e\u306f\u62c5\u5f53\u8005\u3068\u5de5\u5834\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n1\u56de\u76ee\uff08\u554f\u3044\u5408\u308f\u305b\u306e\u8aad\u307f\u66ff\u3048\uff09\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u81ea\u52d5\u8eca\u30ea\u30b5\u30a4\u30af\u30eb\u90e8\u54c1\u306e\u8ca9\u58f2\u4f1a\u793e\u3067\u3001\u6574\u5099\u5de5\u5834\u304b\u3089\u306e\u5728\u5eab\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u6574\u7406\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u554f\u3044\u5408\u308f\u305b\u3011\u304b\u3089\u3001\u5728\u5eab\u3092\u63a2\u3059\u305f\u3081\u306e\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u3082\u306e\u3011\n- maker \/ car_name \/ model_code \/ year_raw\uff08\u66f8\u304b\u308c\u305f\u307e\u307e\uff09\/ class_no\n- part_name: \u90e8\u54c1\u540d\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\u3002part_name_variants \u306b\u5225\u306e\u8a00\u3044\u65b9\u306e\u5019\u88dc\n- side_raw: \u5de6\u53f3\u30fb\u524d\u5f8c\u306e\u66f8\u304d\u65b9\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300c\u53f3\u300d\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u306a\u3069\uff09\n- color_name \/ color_code: \u8272\u540d\u3068\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u5206\u3051\u3066\u3001\u66f8\u304b\u308c\u305f\u307e\u307e\n- options: \u4ed5\u69d8\uff08\u96fb\u52d5\u683c\u7d0d\u3001\u30a6\u30a4\u30f3\u30ab\u30fc\u3001\u30ab\u30e1\u30e9\u3001\u30d4\u30f3\u6570\u306a\u3069\uff09\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- missing: \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306e\u540d\u524d\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u3092\u3001\u8eca\u540d\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u904b\u8ee2\u5e2d\u5074\u300d\u300c\u52a9\u624b\u5e2d\u5074\u300d\u3092\u53f3\u30fb\u5de6\u306b\u7f6e\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8272\u540d\u304b\u3089\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u3092\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u54c1\u540d\u3092\u793e\u5185\u306e\u6a19\u6e96\u540d\u306b\u76f4\u3055\u305a\u3001\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5de5\u5834\u306e\u540d\u524d\u3001\u304a\u5ba2\u3055\u3093\u306e\u540d\u524d\u3001\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u306f\u5199\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u554f\u3044\u5408\u308f\u305b\u3011{inquiry_text}\n```\n\n2\u56de\u76ee\uff08\u56de\u7b54\u306e\u4e0b\u66f8\u304d\uff09\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u81ea\u52d5\u8eca\u30ea\u30b5\u30a4\u30af\u30eb\u90e8\u54c1\u306e\u8ca9\u58f2\u4f1a\u793e\u3067\u3001\u6574\u5099\u5de5\u5834\u3078\u306e\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u5019\u88dc\u3011\u306f\u5728\u5eab\u306e\u8a18\u9332\u3068\u3001\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b\u306e\u7d50\u679c\u3068\u3001\u6839\u62e0\u306e\u6bb5\u968e\u3067\u3059\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u5019\u88dc\u3054\u3068\u306b\u3001\u7ba1\u7406\u756a\u53f7\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u4ed5\u69d8\u30fb\u54c1\u8cea\u306e\u30e9\u30f3\u30af\u30fb\u4fa1\u683c\u3092\u3001\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6839\u62e0\u306e\u6bb5\u968e\uff08A\u30fbB\u30fbC\uff09\u3068\u3001\u4e00\u81f4\u3057\u305f\u9805\u76ee\u30fb\u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u306f\u300c\u5199\u771f\u30fb\u73fe\u7269\u3067\u78ba\u8a8d\u306e\u3046\u3048\u3054\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6839\u62e0\u306e\u6bb5\u968e\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u5de5\u5834\u306b\u805e\u304f\u3079\u304d\u9805\u76ee\u304c\u3042\u308c\u3070\u3001\u6700\u5f8c\u306b\u307e\u3068\u3081\u3066\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u300c\u4ed8\u304d\u307e\u3059\u300d\u300c\u9069\u5408\u3057\u307e\u3059\u300d\u300c\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5728\u5eab\u306e\u8a18\u9332\u306b\u7121\u3044\u4ed5\u69d8\u30fb\u72b6\u614b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u90e8\u54c1\u306e\u72b6\u614b\u3092\u300c\u304d\u308c\u3044\u300d\u300c\u7f8e\u54c1\u300d\u306a\u3069\u3068\u8a55\u4fa1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5024\u5f15\u304d\u3084\u7d0d\u671f\u306e\u7d04\u675f\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u554f\u3044\u5408\u308f\u305b\u306e\u6761\u4ef6\u3011{conditions}\n\u3010\u5019\u88dc\u3011{candidates}\n```\n\n**\u300c\u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u306f\u78ba\u8a8d\u306e\u3046\u3048\u3054\u9023\u7d61\u3057\u307e\u3059\u3001\u3068\u66f8\u304f\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u7a7a\u306e\u9805\u76ee\u3092\u98db\u3070\u3057\u3066\u66f8\u304d\u307e\u3059\u3002** \u5de5\u5834\u306f\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u3092\u300c\u554f\u3044\u5408\u308f\u305b\u306e\u3068\u304a\u308a\u300d\u3068\u8aad\u307f\u307e\u3059\u3002**\u98db\u3070\u3055\u308c\u305f\u30ab\u30e1\u30e9\u306e\u6709\u7121\u304c\u3001\u5c4a\u3044\u3066\u304b\u3089\u306e\u8fd4\u54c1\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Bedrock \u306e Converse API \u306e `outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u30012\u56de\u76ee\u306f\u6b21\u306e\u5f62\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"inquiry_no\": \"\",\n  \"candidates\": [\n    { \"stock_no\": \"\",\n      \"evidence_level\": \"A | B | C\",\n      \"match\": { \"model_code\": \"match | mismatch | not_recorded\",\n                 \"class_no\": \"match | mismatch | not_recorded\",\n                 \"side\": \"match | mismatch | not_recorded\",\n                 \"color_code\": \"match | mismatch | not_recorded\",\n                 \"options\": \"match | mismatch | not_recorded\" },\n      \"listed\": { \"part_name\": \"\", \"side\": \"\", \"options\": \"\", \"grade\": \"\", \"price\": \"\" } }\n  ],\n  \"ask_back\": [\"\"],\n  \"draft\": \"\"\n}\n```\n\nAWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`outputConfig.textFormat` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u5fdc\u7b54\u304c\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3044\u3001`enum` \u304c\u4f7f\u3048\u307e\u3059\u3002**\u3059\u3079\u3066\u306e `object` \u306b `additionalProperties: false` \u304c\u8981\u308a\u3001**\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002`evidence_level` \u3068 `match` \u306e\u5024\u306f Lambda \u306e\u898f\u5247\u306e\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u6e21\u3057\u3066\u5199\u3055\u305b\u3001**AI\u306b\u306f\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| \u6839\u62e0\u306e\u6bb5\u968e | \u898f\u5247 |\n|:--|:--|\n| A | \u578b\u5f0f\u3068\u985e\u5225\u533a\u5206\u756a\u53f7\u304c\u4e00\u81f4\u3057\u3001\u5de6\u53f3\u3068\u4ed5\u69d8\u306b\u4e0d\u4e00\u81f4\u304c\u7121\u3044 |\n| B | \u578b\u5f0f\u304c\u4e00\u81f4\u3057\u3001\u5e74\u5f0f\u304c\u524d\u5f8c2\u5e74\u4ee5\u5185\u3002\u985e\u5225\u533a\u5206\u756a\u53f7\u306f\u8a18\u9332\u306a\u3057\u304b\u554f\u3044\u5408\u308f\u305b\u306b\u7121\u3044 |\n| C | \u8eca\u540d\u3068\u90e8\u54c1\u540d\u3060\u3051\u304c\u5408\u3046\u3002\u578b\u5f0f\u306f\u8a18\u9332\u306a\u3057\u304b\u554f\u3044\u5408\u308f\u305b\u306b\u7121\u3044 |\n| \u5916\u3059 | \u578b\u5f0f\u30fb\u5de6\u53f3\u30fb\u4ed5\u69d8\u306e\u3069\u308c\u304b\u304c\u4e0d\u4e00\u81f4 |\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`listed` \u3092\u5728\u5eab\u306e\u8a18\u9332\u3068\u7167\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** `listed` \u306e\u5024\u304c\u8a18\u9332\u3068\u540c\u3058\u304b\u3092 Lambda \u3067\u78ba\u304b\u3081\u3001**\u9055\u3048\u3070\u4e0b\u66f8\u304d\u3092\u51fa\u3055\u305a\u306b\u4f5c\u308a\u76f4\u3057\u307e\u3059\u3002** \u8a18\u9332\u306b\u7121\u3044\u4ed5\u69d8\u3092\u66f8\u3044\u305f\u4e0b\u66f8\u304d\u306f\u3001\u3053\u3053\u3067\u6b62\u307e\u308a\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001`ask_back` \u3067\u805e\u304d\u8fd4\u3057\u304c1\u56de\u3067\u6e08\u3080\u3053\u3068\u3067\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u5909\u308f\u3063\u305f\u90e8\u54c1\u306e\u66f8\u304d\u51fa\u3057\uff081\u6642\u9593\u3054\u3068\uff09\u3001\u8ca9\u58f2\u306e\u72b6\u614b\u306e\u7167\u4f1a\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u5728\u5eab\u306e\u7d22\u5f15\u306e\u5143\u3001\u58f2\u7d04\u306e\u78ba\u304b\u3081 |\n| Amazon OpenSearch Service | Lambda \u304b\u3089\u306e\u767b\u9332\u30fb\u691c\u7d22 | \u5728\u5eab\u306e\u7d22\u5f15\u3001\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8 |\n| Amazon Bedrock | Converse API\uff08Claude\uff09 | \u8aad\u307f\u66ff\u3048\u3068\u4e0b\u66f8\u304d |\n| \u62c5\u5f53\u8005\u306e\u753b\u9762 | \u793e\u5185\u306e\u753b\u9762 | \u554f\u3044\u5408\u308f\u305b\u306e\u8cbc\u308a\u4ed8\u3051\u3001\u5019\u88dc\u3068\u6839\u62e0\u3068\u5199\u771f\u3001\u4e0b\u66f8\u304d |\n\n**\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u3001S3 \u306e\u30d5\u30a1\u30a4\u30eb\u3092\u66f4\u65b0\u3057\u3066\u304b\u3089\u9069\u7528\u3057\u307e\u3059\u3002** AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001S3 \u306b\u65b0\u3057\u3044\u7248\u3092\u7f6e\u3044\u305f\u3060\u3051\u3067\u306f\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u66f4\u65b0\u3055\u308c\u305a\u3001**OpenSearch Service \u306e\u5074\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f4\u65b0\u3057\u3001\u30c9\u30e1\u30a4\u30f3\u306b\u9069\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u90311\u56de\u306e\u66f4\u65b0\u306f\u3001\u3053\u306e2\u3064\u3092 Lambda \u304b\u3089\u884c\u3044\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u8aad\u307f\u66ff\u3048\u3092\u898b\u308b** \u2026 \u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u5de6\u53f3\u30fb\u8272\u304c\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u3068\u304a\u308a\u306b\u53d6\u308a\u51fa\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u8a18\u9332\u306a\u3057\u306e\u9805\u76ee\u3092\u78ba\u304b\u3081\u308b** \u2026 `not_recorded` \u306e\u9805\u76ee\u3060\u3051\u3001\u5199\u771f\u304b\u73fe\u7269\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u8eca\u306e\u5411\u304d\u3092\u78ba\u304b\u3081\u308b** \u2026 \u554f\u3044\u5408\u308f\u305b\u306e\u8eca\u3068\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u304c\u3001\u3069\u3061\u3089\u3082\u53f3\u30cf\u30f3\u30c9\u30eb\u304b\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u5de6\u53f3\u3092\u6c7a\u3081\u307e\u3059\n4. **\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u56de\u7b54\u3059\u308b** \u2026 \u4fa1\u683c\u3068\u53d6\u7f6e\u304d\u306e\u6848\u5185\u306f\u3001\u62c5\u5f53\u8005\u304c\u66f8\u304d\u8db3\u3057\u307e\u3059\n5. **\u6839\u62e0\u306e\u6bb5\u968e\u304c C \u306e\u5019\u88dc\u306f\u3001\u5de5\u5834\u306b\u805e\u304d\u8fd4\u3057\u3066\u304b\u3089\u51fa\u3059** \u2026 \u578b\u5f0f\u304c\u5206\u304b\u3089\u306a\u3044\u307e\u307e\u51fa\u3057\u307e\u305b\u3093\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8f38\u5165\u8eca\u306e\u90e8\u54c1\u3092\u56fd\u7523\u8eca\u3068\u540c\u3058\u611f\u899a\u3067\u5de6\u53f3\u3092\u6c7a\u3081\u308b\u3068\u3001**\u6839\u62e0\u306e\u6bb5\u968e\u304c A \u3067\u3082\u3001\u53cd\u5bfe\u5074\u306e\u90e8\u54c1\u304c\u5c4a\u304d\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u5019\u88dc\u304c0\u4ef6 | \u90e8\u54c1\u540d\u306e\u5225\u306e\u8a00\u3044\u65b9\u3067\u5f15\u304d\u76f4\u3057\u3001\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070\u5e74\u5f0f\u306e\u5e45\u3092\u5e83\u3052\u305f\u4ef6\u6570\u3092\u793a\u3059 |\n| \u578b\u5f0f\u304c\u554f\u3044\u5408\u308f\u305b\u306b\u7121\u3044 | \u6839\u62e0\u306e\u6bb5\u968e\u306f C \u307e\u3067\u3068\u3057\u3001\u578b\u5f0f\u3092\u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u4e0b\u66f8\u304d\u306b\u5165\u308c\u308b |\n| \u5019\u88dc\u304c\u591a\u3059\u304e\u308b\uff0820\u4ef6\u3092\u8d85\u3048\u308b\uff09 | \u6839\u62e0\u306e\u6bb5\u968e\u3068\u30e9\u30f3\u30af\u3067\u4e26\u3079\u305f\u4e0a\u4f4d10\u4ef6\u3092\u51fa\u3057\u3001\u6b8b\u308a\u306f\u4ef6\u6570\u3060\u3051\u51fa\u3059 |\n| \u5019\u88dc\u304c\u58f2\u7d04\u6e08\u307f\u30fb\u53d6\u7f6e\u304d\u4e2d | \u56de\u7b54\u306e\u524d\u306e\u7167\u4f1a\u3067\u58f2\u7d04\u6e08\u307f\u306f\u5916\u3057\u3001\u53d6\u7f6e\u304d\u4e2d\u306f\u5370\u3092\u4ed8\u3051\u3066\u6b8b\u3059 |\n| \u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306b\u7121\u3044\u90e8\u54c1\u540d | \u300c\u8f9e\u66f8\u306b\u7121\u3044\u90e8\u54c1\u540d\u300d\u3068\u51fa\u3057\u3001\u62c5\u5f53\u8005\u304c\u6a19\u6e96\u540d\u3092\u9078\u3093\u3067\u8f9e\u66f8\u306e\u5019\u88dc\u306b\u8db3\u3059 |\n| \u5de6\u53f3\u306e\u8a18\u9332\u304c\u300c\u904b\u8ee2\u5e2d\u5074\u300d\u3067\u6b8b\u3063\u3066\u3044\u308b | `side` \u3092\u8a18\u9332\u306a\u3057\u3068\u3057\u3001\u5199\u771f\u3067\u78ba\u304b\u3081\u308b |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u8fd4\u3089\u306a\u3044 | \u5019\u88dc\u306e\u4e00\u89a7\u3068\u6839\u62e0\u306e\u6bb5\u968e\u3060\u3051\u3092\u51fa\u3057\u3001\u4e0b\u66f8\u304d\u306f\u62c5\u5f53\u8005\u304c\u66f8\u304f |\n\n**5\u884c\u76ee\u306e\u8a18\u9332\u304c\u3001\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u554f\u3044\u5408\u308f\u305b\u3054\u3068\u306e\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u6587\uff08\u500b\u4eba\u306e\u60c5\u5831\u3092\u4f0f\u305b\u305f\u3082\u306e\uff09\u30011\u56de\u76ee\u306e JSON\u3001\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u7b87\u6240\n- \u5019\u88dc\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u306e\u7d50\u679c\u3001\u6839\u62e0\u306e\u6bb5\u968e\u30012\u56de\u76ee\u306e JSON \u3068\u7167\u5408\u306e\u7d50\u679c\n- \u62c5\u5f53\u8005\u304c\u5199\u771f\u30fb\u73fe\u7269\u3067\u78ba\u304b\u3081\u3066\u76f4\u3057\u305f\u9805\u76ee\n- \u56de\u7b54\u3057\u305f\u90e8\u54c1\u306e\u7ba1\u7406\u756a\u53f7\u3068\u3001\u305d\u306e\u5f8c\u306e\u8fd4\u54c1\u306e\u6709\u7121\u3068\u7406\u7531\n\n**\u8fd4\u54c1\u306e\u7406\u7531\u306f\u3001\u6839\u62e0\u306e\u6bb5\u968e\u306e\u898f\u5247\u3092\u76f4\u3059\u6750\u6599\u306b\u3057\u307e\u3059\u3002** \u6839\u62e0\u306e\u6bb5\u968e\u304c A \u306a\u306e\u306b\u8fd4\u54c1\u306b\u306a\u3063\u305f\u90e8\u54c1\u304c\u7d9a\u304f\u306a\u3089\u3001**\u578b\u5f0f\u3068\u985e\u5225\u533a\u5206\u756a\u53f7\u3060\u3051\u3067\u306f\u898b\u5206\u3051\u3089\u308c\u306a\u3044\u4ed5\u69d8\u306e\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002** \u305d\u306e\u4ed5\u69d8\u3092\u7167\u3089\u3059\u9805\u76ee\u306b\u8db3\u3057\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08\u56de\u7b54\u3067\u304d\u305f\u3082\u306e\u3001\u5728\u5eab\u304c\u7121\u304b\u3063\u305f\u3082\u306e\u3001\u8fd4\u54c1\u306b\u306a\u3063\u305f\u3082\u306e\u3092\u6df7\u305c\u308b\uff09\n2. \u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u5b9f\u969b\u306b\u56de\u7b54\u3057\u305f\u90e8\u54c1\u306e\u7ba1\u7406\u756a\u53f7\u3068\u3001\u8fd4\u54c1\u306e\u6709\u7121\u3092\u66f8\u304d\u51fa\u3059\n3. \u5728\u5eab\u3092\u8868\u8a08\u7b97\u306b\u66f8\u304d\u51fa\u3057\u3001\u578b\u5f0f\u306e\u5217\u306b\u6392\u51fa\u30ac\u30b9\u306e\u8a18\u53f7\u3092\u5916\u3057\u305f\u5217\u3092\u624b\u3067\u8db3\u3059\n4. 30\u4ef6\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u300c\u8eca\u540d\u30fb\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u90e8\u54c1\u540d\u30fb\u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3057\u3001\u90e8\u54c1\u540d\u306e\u5225\u306e\u8a00\u3044\u65b9\u3092\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\u904b\u8ee2\u5e2d\u5074\u3092\u53f3\u3084\u5de6\u306b\u7f6e\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u53d6\u308a\u51fa\u3057\u305f\u6761\u4ef6\u3067\u8868\u8a08\u7b97\u3092\u5f15\u304d\u3001\u5b9f\u969b\u306b\u56de\u7b54\u3057\u305f\u90e8\u54c1\u304c\u898b\u3064\u304b\u308b\u304b\u3092\u898b\u308b\n6. \u8fd4\u54c1\u306b\u306a\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u306b\u3064\u3044\u3066\u3001\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u8a18\u9332\u306e\u3069\u306e\u9805\u76ee\u3092\u7167\u3089\u3057\u3066\u3044\u308c\u3070\u6b62\u3081\u3089\u308c\u305f\u304b\u3092\u898b\u308b\n\n**6\u756a\u76ee\u304c\u3001\u898f\u5247\u306e\u8868\u3092\u4f5c\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u8fd4\u54c1\u306e\u591a\u304f\u306f\u3001**\u8a18\u9332\u306b\u3042\u3063\u305f\u306e\u306b\u7167\u3089\u3055\u306a\u304b\u3063\u305f\u9805\u76ee\u304b\u3001\u8a18\u9332\u306b\u7121\u304b\u3063\u305f\u9805\u76ee\u306e\u3069\u3061\u3089\u304b\u3067\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u56de\u7b54\u306e\u90e8\u54c1\u304c\u898b\u3064\u304b\u308a\u3001\u5728\u5eab\u304c\u7121\u304b\u3063\u305f\u3082\u306e\u306e\u4e00\u90e8\u3082\u898b\u3064\u304b\u3063\u305f | **OpenSearch \u306e\u7d22\u5f15\u306b\u9032\u3080** |\n| \u904b\u8ee2\u5e2d\u5074\u3092\u53f3\u306b\u7f6e\u304d\u63db\u3048\u305f\u30fb\u8272\u540d\u304b\u3089\u30b3\u30fc\u30c9\u3092\u6c7a\u3081\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5728\u5eab\u306e\u8a18\u9332\u306b\u985e\u5225\u533a\u5206\u756a\u53f7\u3084\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u304c\u7121\u3044\u90e8\u54c1\u304c\u591a\u3044 | **\u5165\u5eab\u306e\u8a18\u9332\u306e\u6c7a\u307e\u308a\u304c\u5148** |","minimal_setup_short":"\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u3067\u554f\u3044\u5408\u308f\u305b\u3092\u8aad\u307f\u66ff\u3048\u3001\u8868\u8a08\u7b97\u306e\u5728\u5eab\u3092\u5f15\u304f \uff0f \u554f\u3044\u5408\u308f\u305b\u306e\u6574\u7406","semi_auto_setup":"\u4e0a\u8a18\uff0bOpenSearch \u306b\u5728\u5eab\u306e\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u90e8\u54c1\u540d\u306e\u8a00\u3044\u63db\u3048\u3068\u578b\u5f0f\u306e\u8868\u8a18\u3086\u308c\u3067\u5f15\u3051\u308b\u3088\u3046\u306b\u3059\u308b \uff0f \u8a00\u3044\u63db\u3048\u3092\u5438\u53ce\u3057\u305f\u5728\u5eab\u306e\u691c\u7d22","full_setup":"\u4e0a\u8a18\uff0b\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u3068\u306e\u4e00\u81f4\u3092\u898f\u5247\u3067\u7167\u3089\u3057\u3001\u6839\u62e0\u306e\u6bb5\u968e\u3068\u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u4ed8\u3051\u305f\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b \uff0f \u554f\u3044\u5408\u308f\u305b\u304b\u3089\u4e0b\u66f8\u304d\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef612\u5206\u304c8\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5f15\u304d\u76f4\u3057\u306f\u307b\u307c\u306a\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u3068\u306e\u898b\u6bd4\u3079\u3068\u3001\u56de\u7b54\u3092\u66f8\u304f\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30675\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30921\u304b\u6708\u4f7f\u3046\u3068\u3001\u3069\u306e\u8a00\u3044\u65b9\u3067\u51fa\u306a\u304b\u3063\u305f\u304b\u3001\u3069\u306e\u9805\u76ee\u304c\u8a18\u9332\u306a\u3057\u306b\u306a\u308a\u3084\u3059\u3044\u304b\u304c\u6b8b\u308a\u307e\u3059\u3002**\u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u3068\u5165\u5eab\u306e\u6c7a\u307e\u308a\u3092\u305d\u3053\u3067\u76f4\u3057\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001\u6839\u62e0\u306e\u6bb5\u968e\u304c A \u306b\u306a\u308b\u5019\u88dc\u304c\u5897\u3048\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u90e8\u54c1\u540d\u306e\u8a00\u3044\u65b9\u3067\u5728\u5eab\u304c\u51fa\u306a\u3044 | \u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u3092\u691c\u7d22\u306e\u5206\u6790\u5668\u306b\u5165\u308c\u3001\u8f9e\u66f8\u306b\u7121\u3044\u90e8\u54c1\u540d\u3092\u8a18\u9332\u3059\u308b |\n| \u6392\u51fa\u30ac\u30b9\u306e\u8a18\u53f7\u306e\u6709\u7121\u3067\u578b\u5f0f\u304c\u4e00\u81f4\u3057\u306a\u3044 | normalizer \u306e `pattern_replace` \u3067\u8a18\u53f7\u3092\u5916\u3057\u3001\u7d22\u5f15\u3068\u554f\u3044\u5408\u308f\u305b\u306e\u4e21\u65b9\u306b\u304b\u3051\u308b |\n| \u300c\u53f3\u300d\u3067\u7d5e\u3063\u3066\u5de6\u53f3\u306e\u8a18\u9332\u304c\u7a7a\u306e\u90e8\u54c1\u304c\u6d88\u3048\u308b | \u5de6\u53f3\u30fb\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u8272\u306f\u7d5e\u3089\u305a\u3001\u898f\u5247\u3067 `not_recorded` \u3092\u4ed8\u3051\u308b |\n| \u7a7a\u306e\u4ed5\u69d8\u3092\u300c\u7121\u3057\u300d\u306b\u3057\u3066\u3057\u307e\u3046 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u5024\u3092\u5165\u308c\u306a\u3044 |\n| \u300c\u904b\u8ee2\u5e2d\u5074\u300d\u3092\u53f3\u306b\u7f6e\u304d\u63db\u3048\u308b | \u66f8\u304b\u308c\u305f\u307e\u307e\u6b8b\u3057\u3001\u8eca\u306e\u5411\u304d\u3092\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u308b |\n| \u58f2\u308c\u305f\u90e8\u54c1\u3092\u300c\u3042\u308a\u307e\u3059\u300d\u3068\u7b54\u3048\u308b | \u56de\u7b54\u306e\u524d\u306b\u8ca9\u58f2\u306e\u72b6\u614b\u3092\u7167\u4f1a\u3059\u308b |\n| AI\u304c\u300c\u4ed8\u304d\u307e\u3059\u300d\u3068\u66f8\u304f | \u6307\u793a\u3067\u7981\u3058\u3001\u6839\u62e0\u306e\u6bb5\u968e\u3092\u898f\u5247\u3067\u4ed8\u3051\u3066\u5199\u3055\u305b\u308b |\n\n**\u4e0a\u306e3\u884c\u306f\u3001\u691c\u7d22\u306e\u5074\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** 4\u884c\u76ee\u30685\u884c\u76ee\u306f\u3001**\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3084\u66f8\u304d\u65b9\u306e\u9055\u3044\u3092\u3001\u4e8b\u5b9f\u306b\u7f6e\u304d\u63db\u3048\u3066\u3057\u307e\u3046\u5931\u6557**\u3067\u3001\u8fd4\u54c1\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u6574\u5099\u5de5\u5834\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\uff08\u5de5\u5834\u306e\u540d\u524d\u3001\u304a\u5ba2\u3055\u3093\u306e\u8eca\u306e\u60c5\u5831\uff09\u3001\u5728\u5eab\u306e\u8a18\u9332\u3001\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u60c5\u5831\u3067\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u306b\u306f\u3001\u304a\u5ba2\u3055\u3093\u306e\u540d\u524d\u3084\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n1. **\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u500b\u4eba\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u5de5\u5834\u306e\u540d\u524d\u3001\u304a\u5ba2\u3055\u3093\u306e\u540d\u524d\u3001\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u306f\u3001Claude \u306b\u6e21\u3059\u524d\u306b\u4f0f\u305b\u307e\u3059\n2. **\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u6301\u3061\u4e3b\u306e\u60c5\u5831\u3092\u7d22\u5f15\u306b\u5165\u308c\u306a\u3044** \u2026 \u5728\u5eab\u306e\u7d22\u5f15\u306b\u5165\u308c\u308b\u306e\u306f\u8eca\u306e\u578b\u5f0f\u3084\u5e74\u5f0f\u307e\u3067\u3067\u3001**\u5143\u306e\u6301\u3061\u4e3b\u306e\u60c5\u5831\u306f\u5165\u308c\u307e\u305b\u3093**\n3. **\u9069\u5408\u3092\u8a00\u3044\u5207\u3089\u306a\u3044** \u2026 \u56de\u7b54\u306f\u6839\u62e0\u306e\u6bb5\u968e\u3068\u8a18\u9332\u306e\u307e\u307e\u306e\u9805\u76ee\u3067\u3001\u300c\u4ed8\u304d\u307e\u3059\u300d\u3068\u306f\u66f8\u304d\u307e\u305b\u3093\n4. **\u72b6\u614b\u3068\u4fa1\u683c\u306fAI\u306b\u8a55\u4fa1\u3055\u305b\u306a\u3044** \u2026 \u54c1\u8cea\u306e\u30e9\u30f3\u30af\u3068\u4fa1\u683c\u306f\u5728\u5eab\u306e\u8a18\u9332\u306e\u307e\u307e\u3067\u3059\n5. **\u8f9e\u66f8\u306e\u624b\u5165\u308c\u306e\u62c5\u5f53\u3092\u6c7a\u3081\u308b** \u2026 \u8a00\u3044\u63db\u3048\u306e\u8f9e\u66f8\u306b\u8aa4\u3063\u305f\u8a00\u3044\u63db\u3048\u304c\u5165\u308b\u3068\u3001\u9055\u3046\u90e8\u54c1\u304c\u5019\u88dc\u306b\u51fa\u307e\u3059\u3002**\u8db3\u3059\u524d\u306b\u62c5\u5f53\u8005\u304c\u78ba\u304b\u3081\u307e\u3059**\n6. **\u7d22\u5f15\u3078\u306e\u63a5\u7d9a\u3092\u9650\u308b** \u2026 OpenSearch \u306e\u30c9\u30e1\u30a4\u30f3\u306b\u306f\u3001Lambda \u3068\u53d7\u6ce8\u306e\u62c5\u5f53\u3060\u3051\u304c\u63a5\u7d9a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5728\u5eab\u304c\u3042\u308b\u306e\u306b\u300c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u7b54\u3048\u308b\u3053\u3068\u3001\u4ed8\u304b\u306a\u3044\u90e8\u54c1\u3092\u4ed8\u304f\u3082\u306e\u3068\u3057\u3066\u51fa\u3057\u3066\u8fd4\u54c1\u306b\u306a\u308b\u3053\u3068\u3001\u304a\u5ba2\u3055\u3093\u306e\u60c5\u5831\u304c\u5916\u3078\u51fa\u308b\u3053\u3068\u306e3\u3064\u3067\u3059\u3002** \u8a00\u3044\u63db\u3048\u3068\u8868\u8a18\u3086\u308c\u3092\u305d\u308d\u3048\u305f\u7d22\u5f15\u3001\u6839\u62e0\u306e\u6bb5\u968e\u306e\u898f\u5247\u3001\u500b\u4eba\u306e\u60c5\u5831\u3092\u4f0f\u305b\u308b\u3053\u3068\u306e3\u3064\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u4f7f\u7528\u6e08\u307f\u306e\u8eca\u3092\u89e3\u4f53\u3057\u3066\u90e8\u54c1\u3092\u53d6\u308a\u5916\u3057\u3001\u6570\u4e07\u70b9\u306e\u4e2d\u53e4\u90e8\u54c1\u306e\u5728\u5eab\u3092\u6301\u3063\u3066\u6574\u5099\u5de5\u5834\u30fb\u9211\u91d1\u5de5\u5834\u306b\u8ca9\u58f2\u3057\u3066\u3044\u308b\u4f1a\u793e\u3002\u5728\u5eab\u306f\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u8272\u3068\u3042\u308f\u305b\u3066\u7ba1\u7406\u3057\u3066\u3044\u308b\u306e\u306b\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u66f8\u304d\u65b9\u304c\u5de5\u5834\u3054\u3068\u306b\u3070\u3089\u3070\u3089\u3067\u3001\u90e8\u54c1\u540d\u306e\u8a00\u3044\u63db\u3048\u3084\u578b\u5f0f\u306e\u66f8\u304d\u65b9\u306e\u9055\u3044\u3067\u5728\u5eab\u3092\u5f15\u304d\u76f4\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u5de6\u53f3\u30fb\u8272\u30fb\u4ed5\u69d8\u306e\u53d6\u308a\u9055\u3048\u306b\u3088\u308b\u8fd4\u54c1\u304c\u6bce\u6708\u51fa\u3066\u3044\u308b\u5834\u5408\u3002AWS \u3092\u4f7f\u3048\u308b\u62c5\u5f53\u304b\u59d4\u8a17\u5148\u304c\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u5728\u5eab\u304c\u6570\u5343\u70b9\u3067\u3001\u62c5\u5f53\u8005\u304c\u68da\u306e\u90e8\u54c1\u3092\u628a\u63e1\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u5728\u5eab\u306e\u8a18\u9332\u306b\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u306e\u578b\u5f0f\u3084\u5e74\u5f0f\u304c\u5165\u3063\u3066\u304a\u3089\u305a\u3001\u90e8\u54c1\u540d\u3068\u4fa1\u683c\u3057\u304b\u7121\u3044\u5834\u5408\uff08\u5148\u306b\u5165\u5eab\u306e\u8a18\u9332\u306e\u6c7a\u307e\u308a\u3092\u4f5c\u308a\u307e\u3059\uff09\u3002\u65b0\u54c1\u306e\u90e8\u54c1\u3060\u3051\u3092\u6271\u3044\u3001\u7d14\u6b63\u54c1\u756a\u3067\u5728\u5eab\u3092\u5f15\u3051\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u305d\u306e\u90e8\u54c1\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u8eca\u306b\u4ed8\u304f\u304b\u306e\u6700\u7d42\u7684\u306a\u78ba\u8a8d\u3001\u90e8\u54c1\u306e\u72b6\u614b\u306e\u8a55\u4fa1\u3001\u4fa1\u683c\u306e\u6c7a\u5b9a\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002\u5728\u5eab\u306e\u8a18\u9332\u304b\u3089\u554f\u3044\u5408\u308f\u305b\u306b\u8fd1\u3044\u90e8\u54c1\u3092\u63a2\u3057\u3001\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u308b\u307e\u3067\u3067\u3059\u3002","first_step":"**1\u9031\u76ee\uff1a\u5728\u5eab\u306e\u8a18\u9332\u3092\u898b\u308b**\n\n\u5728\u5eab\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u5168\u5728\u5eab\u3092\u66f8\u304d\u51fa\u3057\u3001\u985e\u5225\u533a\u5206\u756a\u53f7\u30fb\u30ab\u30e9\u30fc\u30b3\u30fc\u30c9\u30fb\u5de6\u53f3\u30fb\u4ed5\u69d8\u306e\u6b04\u304c\u7a7a\u306e\u90e8\u54c1\u306e\u6570\u3092\u898b\u307e\u3059\u3002**\u7a7a\u306e\u591a\u3044\u6b04\u304b\u3089\u3001\u5165\u5eab\u306e\u6c7a\u307e\u308a\u3092\u76f4\u3057\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a30\u4ef6\u3067\u8a66\u3059**\n\n\u7b2c8\u7ae0\u306e\u3068\u304a\u308a\u3001\u5148\u6708\u306e\u554f\u3044\u5408\u308f\u305b30\u4ef6\u3067\u3001\u5f53\u6642\u306e\u56de\u7b54\u306e\u90e8\u54c1\u304c\u898b\u3064\u304b\u308b\u304b\u3001\u8fd4\u54c1\u3092\u6b62\u3081\u3089\u308c\u305f\u304b\u3092\u898b\u307e\u3059\u3002**\u904b\u8ee2\u5e2d\u5074\u3092\u7f6e\u304d\u63db\u3048\u3066\u3044\u306a\u3044\u304b\u3001\u8272\u540d\u304b\u3089\u30b3\u30fc\u30c9\u3092\u6c7a\u3081\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u8868\u3092\u4f5c\u308b**\n\n\u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u90e8\u54c1\u304b\u3089\u3001\u90e8\u54c1\u540d\u306e\u8a00\u3044\u63db\u3048\u306e\u8868\u3068\u4ed5\u69d8\u306e\u66f8\u304d\u65b9\u306e\u8868\u3092\u4f5c\u308a\u307e\u3059\u3002**\u6839\u62e0\u306e\u6bb5\u968e\u306e\u898f\u5247\u3092\u3001\u30d9\u30c6\u30e9\u30f3\u306e\u62c5\u5f53\u3068\u6c7a\u3081\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u7d22\u5f15\u3092\u4f5c\u308b**\n\nOpenSearch \u306b\u5728\u5eab\u306e\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u62c5\u5f53\u8005\u304c\u8a00\u3044\u63db\u3048\u3068\u578b\u5f0f\u306e\u8868\u8a18\u3086\u308c\u3092\u6c17\u306b\u305b\u305a\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u8aad\u307f\u66ff\u3048\u3068\u4e0b\u66f8\u304d\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u8aad\u307f\u66ff\u3048\u3068\u3001\u53d6\u308a\u5916\u3057\u5143\u306e\u8eca\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b\u3001\u6839\u62e0\u306e\u6bb5\u968e\u3001\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u6839\u62e0\u306e\u6bb5\u968e\u3054\u3068\u306e\u4ef6\u6570\u3001\u8a18\u9332\u306a\u3057\u3067\u5199\u771f\u3092\u898b\u305f\u4ef6\u6570\u3001\u8fd4\u54c1\u306e\u4ef6\u6570\u3068\u7406\u7531\u3092\u6bce\u6708\u6570\u3048\u307e\u3059\u3002**\u65b0\u3057\u3044\u62c5\u5f53\u8005\u306e\u8fd4\u54c1\u306e\u4ef6\u6570\u304c\u3001\u30d9\u30c6\u30e9\u30f3\u3068\u540c\u3058\u304f\u3089\u3044\u307e\u3067\u6e1b\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0879","UC-1853","UC-0037","UC-0085"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":7351,"slug":"eigyo-ai-katsuyo-bamen","title":"\u55b6\u696d\u3067AI\u3092\u4f7f\u30465\u3064\u306e\u5834\u9762\uff5c\u4efb\u305b\u65b9\u3067\u6210\u679c\u304c\u5909\u308f\u308b"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| OpenSearch Service \u306e\u30c9\u30e1\u30a4\u30f3\u306b Japanese\uff08kuromoji\uff09\u3068 ICU \u306e\u89e3\u6790\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u5168\u30c9\u30e1\u30a4\u30f3\u306b\u542b\u307e\u308c\u308b\u3053\u3068 | [AWS: Plugins by engine version in Amazon OpenSearch Service](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/supported-plugins.html) | 2026-10-26 |\n| \u8f9e\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092 S3 \u304b\u3089\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u3001`synonyms_path` \u306b `analyzers\/<ID>` \u3067\u4f7f\u3048\u308b\u3053\u3068\u3002`updateable: true` \u304c\u691c\u7d22\u306e\u5206\u6790\u5668\u306b\u3060\u3051\u4f7f\u3048\u3001\u66f4\u65b0\u306e\u9069\u7528\u3067\u7d22\u5f15\u304c\u81ea\u52d5\u3067\u66f4\u65b0\u3055\u308c\u308b\u3053\u3068\u3002S3 \u306b\u65b0\u3057\u3044\u7248\u3092\u7f6e\u3044\u305f\u3060\u3051\u3067\u306f\u66f4\u65b0\u3055\u308c\u306a\u3044\u3053\u3068 | [AWS: Importing and managing packages in Amazon OpenSearch Service](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/custom-packages.html) | 2026-10-26 |\n| normalizer \u304c1\u3064\u306e\u30c8\u30fc\u30af\u30f3\u3060\u3051\u3092\u51fa\u3057\u3001`keyword` \u306e\u4e00\u81f4\u306e\u691c\u7d22\u306b\u4f7f\u3048\u308b\u3053\u3068\u3002`pattern_replace`\u30fb`mapping`\u30fb`lowercase`\u30fb`uppercase`\u30fb`cjk_width` \u306a\u3069\u304c\u4f7f\u3048\u3001\u540c\u7fa9\u8a9e\u306e\u7f6e\u304d\u63db\u3048\u306f\u3067\u304d\u306a\u3044\u3053\u3068 | [OpenSearch: Normalizers](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_analyzers\/normalizers.md) | 2026-10-26 |\n| `synonym_graph` \u304c\u8907\u6570\u306e\u8a9e\u306e\u540c\u7fa9\u8a9e\u3092\u6271\u3044\u3001\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u3060\u3051\u4f7f\u3046\u3079\u304d\u3053\u3068 | [OpenSearch: Synonym graph token filter](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_analyzers\/token-filters\/synonym-graph.md) | 2026-10-26 |\n| `bool` \u306e `filter` \u304c\u70b9\u6570\u306b\u95a2\u308f\u3089\u306a\u3044\u7d5e\u308a\u8fbc\u307f\u3067\u3001`should` \u304c\u70b9\u6570\u3092\u4e0a\u3052\u308b\u3053\u3068 | [OpenSearch: Boolean query](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_query-dsl\/compound\/bool.md) | 2026-10-26 |\n| Converse API \u306e `outputConfig.textFormat` \u3067 JSON \u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305f\u51fa\u529b\u304c\u5f97\u3089\u308c\u3001`enum` \u304c\u4f7f\u3048\u308b\u3053\u3068\u3002`additionalProperties: false` \u304c\u8981\u308b\u3053\u3068\u3002\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306b\u5bfe\u5fdc\u3057\u306a\u3044\u3053\u3068 | [AWS: Structured outputs\uff08Amazon Bedrock\uff09](https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/structured-output.html) | 2026-10-26 |\n\n**\u305d\u306e\u90e8\u54c1\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u8eca\u306b\u4ed8\u304f\u304b\u306e\u6700\u7d42\u7684\u306a\u78ba\u8a8d\u3001\u90e8\u54c1\u306e\u72b6\u614b\u306e\u8a55\u4fa1\u3001\u4fa1\u683c\u306f\u3001\u62c5\u5f53\u8005\u3068\u6574\u5099\u5de5\u5834\u304c\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u8a18\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \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":[126,123,122],"uc_ai_service":[127,130,132],"uc_automation":[],"uc_industry":[37,22],"uc_department":[38],"uc_task":[58,57],"uc_issue":[69,68,72],"uc_effect":[82,81,85],"uc_ai_function":[90],"class_list":["post-16629","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-azure-openai","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_service-azure-ai","uc_ai_service-vertex-ai","uc_ai_service-opensearch","uc_industry-other","uc_industry-retail","uc_department-sales","uc_task-inquiry-response","uc_task-information-search","uc_issue-many-inquiries","uc_issue-cannot-find-info","uc_issue-check-errors","uc_effect-faster-response","uc_effect-faster-search","uc_effect-prevent-loss","uc_ai_function-rag"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/16629","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\/16629\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=16629"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=16629"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=16629"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=16629"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=16629"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=16629"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=16629"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=16629"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=16629"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=16629"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}