{"id":16734,"date":"2026-10-27T10:13:26","date_gmt":"2026-10-27T01:13:26","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/tire-size-fitment-search\/"},"modified":"2026-10-27T10:13:26","modified_gmt":"2026-10-27T01:13:26","slug":"tire-size-fitment-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/tire-size-fitment-search\/","title":{"rendered":"\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u306e\u901a\u8ca9\u4f1a\u793e\u304c\u3001\u8eca\u7a2e\u30fb\u5e74\u5f0f\u30fb\u578b\u5f0f\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u9069\u5408\u306e\u8a18\u9332\u3092 OpenSearch \u3067\u5f15\u304d\u3001\u5019\u88dc\u3068\u53d6\u4ed8\u3051\u306e\u6ce8\u610f\u70b9\u3092\u8fd4\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"

\u304a\u5ba2\u69d8\u306e\u300c\u3053\u306e\u8eca\u306b\u3053\u306e\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u306f\u4ed8\u304d\u307e\u3059\u304b\u300d\u3068\u3044\u3046\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u8eca\u540d\u30fb\u5e74\u5f0f\u30fb\u578b\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u5e0c\u671b\u306e\u30b5\u30a4\u30ba\u306b\u8aad\u307f\u66ff\u3048\u3001\u81ea\u793e\u306e\u9069\u5408\u306e\u8a18\u9332\u304b\u3089\u5019\u88dc\u3092\u63a2\u3057\u307e\u3059\u3002\u53d6\u4ed8\u3051\u306e\u6ce8\u610f\u70b9\u3092\u3001\u8a18\u9332\u306e\u307e\u307e\u6dfb\u3048\u3066\u62c5\u5f53\u8005\u306b\u8fd4\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1930","platform_main":"OpenSearch","publish_date":"","last_updated":"2026-10-27","tech_verified_date":"2026-10-27","trigger":"**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u6bce\u65e5\u306e\u9069\u5408\u306e\u8868\u3068\u5546\u54c1\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u5230\u7740\u3067\u3059\u3002**\n\n\u53d6\u308a\u8fbc\u307f\u306f\u3001\u9069\u5408\u306e\u8868\u3068\u5546\u54c1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u524d\u65e5\u306b\u5909\u308f\u3063\u305f\u884c\u3092\u66f8\u304d\u51fa\u3057\u3066\u7d22\u5f15\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\u78ba\u304b\u3081\u305f\u8a18\u9332\u304c\u5897\u3048\u305f\u3089\u3001\u7fcc\u65e5\u306b\u306f\u5019\u88dc\u306b\u51fa\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u5728\u5eab\u3068\u4fa1\u683c\u306f\u5909\u308f\u308a\u3084\u3059\u3044\u306e\u3067\u3001\u4e0b\u66f8\u304d\u306e\u76f4\u524d\u306b\u7167\u4f1a\u3057\u3001\u7d22\u5f15\u306e\u5024\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\n\n\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u300c\u9069\u5408\u306e\u78ba\u8a8d\u300d\u306e\u5206\u985e\u3067\u5165\u3063\u305f\u3082\u306e\u3092\u8d77\u70b9\u306b\u30011\u4ef6\u3054\u3068\u306b\u52d5\u304b\u3057\u307e\u3059\u3002**\u30e2\u30fc\u30eb\u306e\u300c\u9069\u5408\u3092\u78ba\u8a8d\u3059\u308b\u300d\u304b\u3089\u6765\u305f\u3082\u306e\u306f\u3001\u4ed8\u3044\u3066\u304f\u308b\u5546\u54c1\u306e\u756a\u53f7\u3092\u305d\u306e\u307e\u307e\u4f7f\u3044\u307e\u3059\u3002** \u5206\u985e\u306e\u7121\u3044\u81ea\u7531\u8a18\u8ff0\u306f\u3001\u62c5\u5f53\u8005\u304c\u5206\u985e\u3092\u4ed8\u3051\u3066\u304b\u3089\u52d5\u304b\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u304a\u5ba2\u69d8\u306e\u8a00\u8449\u306e\u307e\u307e\u306e\u672c\u6587\u3001\u30e2\u30fc\u30eb\u306e\u5546\u54c1\u306e\u756a\u53f7\uff08\u3042\u308c\u3070\uff09 | \u554f\u3044\u5408\u308f\u305b\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u8eca\u4e21\u306e\u9069\u5408\u306e\u8868 | \u8eca\u540d\u3001\u578b\u5f0f\u3001\u5e74\u5f0f\u306e\u7bc4\u56f2\u3001\u30b0\u30ec\u30fc\u30c9\u3001\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\uff08\u524d\u30fb\u5f8c\u308d\u30fb\u524d\u5f8c\u540c\u3058\uff09\u3001\u30ea\u30e0\u5e45\u3001\u30a4\u30f3\u30bb\u30c3\u30c8\u3001PCD\u3001\u7a74\u6570\u3001\u30cf\u30d6\u5f84\u3001\u30ca\u30c3\u30c8\u304b\u30dc\u30eb\u30c8\u304b\u3001\u5ea7\u9762\u306e\u5f62 | \u9069\u5408\u306e\u8868\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09 |\n| \u78ba\u304b\u3081\u305f\u8a18\u9332 | \u53d6\u4ed8\u3051\u5e97\u304b\u3089\u300c\u4ed8\u3044\u305f\u300d\u3068\u5831\u544a\u306e\u3042\u3063\u305f\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u3068\u30db\u30a4\u30fc\u30eb\u5bf8\u6cd5\u306e\u7d44\u3001\u5831\u544a\u65e5\u3001\u53d6\u4ed8\u3051\u5e97\u3001\u6761\u4ef6\u306e\u30e1\u30e2 | \u9069\u5408\u306e\u8868\u306e\u5225\u306e\u5217 |\n| \u5546\u54c1 | \u30bf\u30a4\u30e4\u306e\u30b5\u30a4\u30ba\u30fb\u8377\u91cd\u6307\u6570\u30fb\u901f\u5ea6\u8a18\u53f7\u3001\u30db\u30a4\u30fc\u30eb\u306e\u30ea\u30e0\u5f84\u30fb\u30ea\u30e0\u5e45\u30fb\u30a4\u30f3\u30bb\u30c3\u30c8\u30fbPCD\u30fb\u7a74\u6570\u30fb\u30cf\u30d6\u5f84\u3001\u5728\u5eab\u3001\u4fa1\u683c | \u5546\u54c1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u6ce8\u610f\u70b9\u306e\u8868 | \u300c\u30cf\u30d6\u5f84\u304c\u7d14\u6b63\u3088\u308a\u5927\u304d\u3044 \u2192 \u30cf\u30d6\u30ea\u30f3\u30b0\u306e\u6848\u5185\u300d\u300c\u5ea7\u9762\u306e\u5f62\u304c\u7d14\u6b63\u3068\u9055\u3046 \u2192 \u5c02\u7528\u30ca\u30c3\u30c8\u306e\u6848\u5185\u300d\u300c\u8377\u91cd\u6307\u6570\u304c\u7d14\u6b63\u3088\u308a\u5c0f\u3055\u3044 \u2192 \u5019\u88dc\u304b\u3089\u5916\u3059\u300d\u306a\u3069\u306e\u898f\u5247 | \u5546\u54c1\u90e8\u3067\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u5217\u3067\u3059\u3002** \u7d14\u6b63\u3068\u9055\u3046\u30b5\u30a4\u30ba\u3092\u5019\u88dc\u306b\u51fa\u305b\u308b\u304b\u306f\u3001\u53d6\u4ed8\u3051\u5e97\u306e\u5831\u544a\u304c\u3069\u308c\u3060\u3051\u5165\u3063\u3066\u3044\u308b\u304b\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**\u6ce8\u610f\u70b9\u306e\u8868\u306f\u3001\u30d9\u30c6\u30e9\u30f3\u304c\u56de\u7b54\u306b\u66f8\u304d\u6dfb\u3048\u3066\u304d\u305f\u4e00\u6587\u3092\u96c6\u3081\u305f\u3082\u306e\u3067\u3059\u3002\u3053\u3053\u304c\u3001\u7b54\u3048\u304c\u62c5\u5f53\u8005\u3067\u9055\u3046\u3053\u3068\u306e\u76f4\u3057\u65b9\u3067\u3059\u3002**","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u3069\u3046\u53d6\u308b\u304b |\n|:--|:--|:--|\n| \u8eca\u540d\u3067\u5408\u3046\u8eca\u4e21 | \u8eca\u4e21\u306e\u7d22\u5f15 | `match`\uff08`car_name`\u3002kuromoji \u3067\u533a\u5207\u308b\uff09 |\n| \u578b\u5f0f\u3067\u5408\u3046\u8eca\u4e21 | \u8eca\u4e21\u306e\u7d22\u5f15 | `term`\uff08`model_code`\u3002normalizer \u3067\u8a18\u53f7\u3068\u5168\u89d2\u3092\u305d\u308d\u3048\u305f\u5024\u3069\u3046\u3057\uff09 |\n| \u5e74\u5f0f\u306e\u7bc4\u56f2\u306b\u5165\u308b\u8eca\u4e21 | \u8eca\u4e21\u306e\u7d22\u5f15 | `filter` \u306e `range`\uff08`year_from` \u2266 \u5e74\u5f0f \u2266 `year_to`\uff09 |\n| \u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44 | \u8eca\u4e21\u306e\u7d22\u5f15\u306e `oem_sets`\uff08nested\uff09 | `nested` \u306e\u554f\u3044\u5408\u308f\u305b\u3068 `inner_hits` \u3067\u3001\u4e00\u81f4\u3057\u305f\u7d44\u3060\u3051\u3092\u8fd4\u3059 |\n| \u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u7d44 | \u8eca\u4e21\u306e\u7d22\u5f15\u306e `verified_sets`\uff08nested\uff09 | \u540c\u4e0a |\n\n**\u578b\u5f0f\u3068\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u306e\u66f8\u304d\u65b9\u306e\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**1\u3064\u306e\u30c8\u30fc\u30af\u30f3\u3060\u3051\u3092\u51fa\u3059**\u3082\u306e\u3067\u3001`keyword` \u306e\u4e00\u81f4\u306e\u691c\u7d22\u306b\u4f7f\u3048\u3001`pattern_replace`\u30fb`icu_normalizer`\u30fb`uppercase` \u306a\u3069\u3092\u4f7f\u3048\u307e\u3059\u304c\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\u5148\u982d\u306e\u6392\u51fa\u30ac\u30b9\u306e\u8a18\u53f7\u3092\u5916\u3057\u3001\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u306f\u300c225\/45ZR17\u300d\u300c\uff12\uff12\uff15\uff0f\uff14\uff15\uff32\uff11\uff17\u300d\u3092\u300c225\/45R17\u300d\u3068\u540c\u3058\u5f62\u306b\u3057\u307e\u3059\u3002**\n\n**\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\u3092 `nested` \u306b\u3059\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u3075\u3064\u3046\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u914d\u5217\u3060\u3068\u3001\u300c\u524d\uff1a225\/45R17\u300d\u300c\u5f8c\u308d\uff1a255\/40R17\u300d\u306e\u5024\u304c\u914d\u5217\u3054\u3068\u306b\u307e\u3068\u3081\u3066\u5165\u308a\u3001**\u300c\u5f8c\u308d\u3067225\/45R17\u300d\u3068\u3044\u3046\u5b58\u5728\u3057\u306a\u3044\u7d44\u306b\u3082\u4e00\u81f4\u3057\u307e\u3059\u3002**\n\n```json\nPUT \/vehicles\n{\n \"settings\": { \"analysis\": {\n \"char_filter\": {\n \"strip_prefix\": { \"type\": \"pattern_replace\",\n \"pattern\": \"^[A-Za-z0-9]{2,4}-\", \"replacement\": \"\" },\n \"tire_norm\": { \"type\": \"pattern_replace\",\n \"pattern\": \"[\\\\s\u3000]|Z(?=R)\", \"replacement\": \"\" } },\n \"normalizer\": {\n \"model_norm\": { \"type\": \"custom\", \"char_filter\": [\"icu_normalizer\", \"strip_prefix\"],\n \"filter\": [\"uppercase\"] },\n \"size_norm\": { \"type\": \"custom\", \"char_filter\": [\"icu_normalizer\", \"tire_norm\"],\n \"filter\": [\"uppercase\"] } },\n \"analyzer\": {\n \"ja\": { \"type\": \"custom\", \"char_filter\": [\"icu_normalizer\"],\n \"tokenizer\": \"kuromoji_tokenizer\" } } } },\n \"mappings\": { \"properties\": {\n \"car_name\": { \"type\": \"text\", \"analyzer\": \"ja\" },\n \"model_code\": { \"type\": \"keyword\", \"normalizer\": \"model_norm\" },\n \"year_from\": { \"type\": \"integer\" },\n \"year_to\": { \"type\": \"integer\" },\n \"oem_sets\": { \"type\": \"nested\", \"properties\": {\n \"grade\": { \"type\": \"keyword\" }, \"position\": { \"type\": \"keyword\" },\n \"tire_size\": { \"type\": \"keyword\", \"normalizer\": \"size_norm\" },\n \"load_index\": { \"type\": \"integer\" }, \"inset\": { \"type\": \"integer\" },\n \"pcd\": { \"type\": \"float\" }, \"holes\": { \"type\": \"integer\" },\n \"hub_bore\": { \"type\": \"float\" }, \"seat\": { \"type\": \"keyword\" } } },\n \"verified_sets\": { \"type\": \"nested\", \"properties\": {\n \"position\": { \"type\": \"keyword\" },\n \"tire_size\": { \"type\": \"keyword\", \"normalizer\": \"size_norm\" },\n \"inset\": { \"type\": \"integer\" }, \"note\": { \"type\": \"text\", \"analyzer\": \"ja\" } } } } }\n}\n```\n\n**\u691c\u7d22\u306f `bool` \u3067\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`filter` \u306f\u70b9\u6570\u306b\u95a2\u308f\u3089\u306a\u3044\u7d5e\u308a\u8fbc\u307f\u3067\u3001`should` \u306f\u4e00\u81f4\u3059\u308b\u307b\u3069\u70b9\u6570\u3092\u4e0a\u3052\u3001`must` \u304b `filter` \u304c\u3042\u308b\u3068\u304d\u306e `minimum_should_match` \u306e\u65e2\u5b9a\u306f0\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5e74\u5f0f\u306f `filter` \u3067\u7d5e\u308a\u3001\u578b\u5f0f\u3068\u30b0\u30ec\u30fc\u30c9\u306f `should` \u3067\u4e0a\u306b\u4e26\u3079\u308b\u306e\u3067\u3001\u578b\u5f0f\u306e\u7121\u3044\u554f\u3044\u5408\u308f\u305b\u3067\u3082\u5019\u88dc\u304c\u6b8b\u308a\u307e\u3059\u3002** `nested` \u306b\u306f `inner_hits` \u3092\u4ed8\u3051\u3001\u4e00\u81f4\u3057\u305f\u7d44\u3060\u3051\u3092\u898f\u5247\u306b\u6e21\u3057\u307e\u3059\u3002","preprocessing":"1. **\u5e74\u5f0f\u3092\u897f\u66a6\u306b\u3059\u308b** \u2026 \u300cH30.1\u301cR3.5\u300d\u30922018\u301c2021\u306b\u3057\u3001\u6708\u306f\u5225\u306e\u9805\u76ee\u306b\u6b8b\u3057\u307e\u3059\n2. **\u524d\u5f8c\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u300cF\u300d\u300c\u30d5\u30ed\u30f3\u30c8\u300d\u3092 `front`\u3001\u300cR\u300d\u300c\u30ea\u30a2\u300d\u3092 `rear`\u3001\u524d\u5f8c\u540c\u3058\u306f `both` \u306b\u3057\u307e\u3059\n3. **\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u3092\u5206\u3051\u308b** \u2026 \u300c225\/45R17 94W XL\u300d\u3092\u3001\u30b5\u30a4\u30ba\u30fb\u8377\u91cd\u6307\u6570\u30fb\u901f\u5ea6\u8a18\u53f7\u30fbXL \u306a\u3069\u306e\u898f\u683c\u306e\u8868\u793a\u306b\u5206\u3051\u3066\u6301\u3061\u307e\u3059\n4. **\u7a7a\u306e\u5024\u3092\u7a7a\u306e\u307e\u307e\u6301\u3064** \u2026 \u30cf\u30d6\u5f84\u3084\u5ea7\u9762\u306e\u5f62\u304c\u8868\u306b\u7121\u3044\u884c\u306f\u3001\u5024\u3092\u5165\u308c\u305a\u306b\u6b8b\u3057\u307e\u3059\n5. **\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u500b\u4eba\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u540d\u524d\u3001\u4f4f\u6240\u3001\u96fb\u8a71\u756a\u53f7\u3001\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u306f\u3001Claude \u306b\u6e21\u3059\u524d\u306b\u4f0f\u305b\u307e\u3059\n\n**4\u756a\u76ee\u3067\u3001\u7a7a\u306e\u30cf\u30d6\u5f84\u306b\u4e00\u822c\u7684\u306a\u5024\u3092\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7a7a\u306a\u3089\u898f\u5247\u304c\u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u51fa\u3057\u3066\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002**\u57cb\u3081\u308b\u3068\u3001\u30cf\u30d6\u30ea\u30f3\u30b0\u306e\u6848\u5185\u304c\u629c\u3051\u305f\u56de\u7b54\u304c\u300c\u78ba\u304b\u3081\u305f\u300d\u9854\u3067\u51fa\u3066\u3044\u304d\u307e\u3059\u3002** 3\u756a\u76ee\u3067\u8377\u91cd\u6307\u6570\u3092\u5206\u3051\u308b\u306e\u306f\u3001\u300c\u7d14\u6b63\u3088\u308a\u5c0f\u3055\u3044\u3082\u306e\u306f\u5916\u3059\u300d\u3068\u3044\u3046\u81ea\u793e\u306e\u6c7a\u307e\u308a\u3092\u6570\u5024\u3067\u5f53\u3066\u308b\u305f\u3081\u3067\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\u3068\u6ce8\u610f\u70b9\u3092\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\u5e74\u5f0f\u30fb\u578b\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u5e0c\u671b\u306e\u30b5\u30a4\u30ba\u30fb\u5546\u54c1\u306e\u756a\u53f7\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u578b\u5f0f\u3084\u30b0\u30ec\u30fc\u30c9\u3092\u8eca\u540d\u3084\u547c\u3073\u65b9\u304b\u3089\u88dc\u3046\u3053\u3068 |\n| \u5019\u88dc\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u300c\u7d14\u6b63\u3068\u540c\u3058\u300d\u300c\u78ba\u304b\u3081\u305f\u8a18\u9332\u3042\u308a\u300d\u3092\u5199\u3059 | \u5916\u5f84\u3084\u30a4\u30f3\u30bb\u30c3\u30c8\u306e\u5dee\u304b\u3089\u300c\u5165\u308b\u3068\u601d\u308f\u308c\u307e\u3059\u300d\u3068\u66f8\u304f\u3053\u3068 |\n| \u898f\u5247\u304c\u62fe\u3063\u305f\u6ce8\u610f\u70b9\u3092\u3001\u304a\u5ba2\u69d8\u306b\u5206\u304b\u308b\u8a00\u8449\u3067\u66f8\u304f | \u898f\u5247\u304c\u62fe\u3063\u3066\u3044\u306a\u3044\u6ce8\u610f\u70b9\u3092\u8db3\u3059\u3053\u3068 |\n| \u805e\u304d\u8fd4\u3059\u3079\u304d\u9805\u76ee\u3092\u307e\u3068\u3081\u308b | \u8eca\u691c\u3084\u4fdd\u5b89\u57fa\u6e96\u3078\u306e\u9069\u5408\u3092\u8ff0\u3079\u308b\u3053\u3068\u3001\u5024\u5f15\u304d\u3084\u7d0d\u671f\u3092\u7d04\u675f\u3059\u308b\u3053\u3068 |\n\n**\u300c\u8a08\u7b97\u3067\u5165\u308b\u3068\u8a00\u308f\u306a\u3044\u300d\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7dda\u3067\u3059\u3002** \u5916\u5f84\u3084\u30a4\u30f3\u30bb\u30c3\u30c8\u306e\u5dee\u306f\u6570\u5b57\u3067\u51fa\u305b\u3066\u3082\u3001**\u30d5\u30a7\u30f3\u30c0\u30fc\u3084\u30d6\u30ec\u30fc\u30ad\u306e\u30ad\u30e3\u30ea\u30d1\u30fc\u3068\u306e\u5f53\u305f\u308a\u306f\u8eca\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002** \u547c\u3073\u65b9\u3092\u578b\u5f0f\u306b\u8aad\u307f\u66ff\u3048\u3055\u305b\u306a\u3044\u306e\u3082\u540c\u3058\u3067\u3001\u300c80\u7cfb\u300d\u306b\u306f\u8907\u6570\u306e\u578b\u5f0f\u304c\u3042\u308a\u3001**\u8aad\u307f\u66ff\u3048\u308b\u3068\u805e\u304d\u8fd4\u3059\u304d\u3063\u304b\u3051\u304c\u6d88\u3048\u307e\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\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u306e\u901a\u4fe1\u8ca9\u58f2\u306e\u4f1a\u793e\u3067\u3001\u304a\u5ba2\u69d8\u304b\u3089\u306e\u9069\u5408\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\u8eca\u4e21\u306e\u9069\u5408\u306e\u8868\u3068\u5546\u54c1\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- car_name \/ maker: \u8eca\u540d\u30fb\u30e1\u30fc\u30ab\u30fc\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- model_code: \u578b\u5f0f\u3002\u8eca\u691c\u8a3c\u306e\u578b\u5f0f\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u3060\u3051\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- nickname: \u300c30\u7cfb\u300d\u300c80\u7cfb\u300d\u306e\u3088\u3046\u306a\u547c\u3073\u65b9\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- year_raw: \u5e74\u5f0f\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300cH30\u300d\u300c2018\u5e74\u5f0f\u300d\u306a\u3069\uff09\n- grade: \u30b0\u30ec\u30fc\u30c9\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- wanted: \u5e0c\u671b\u306e\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u30fb\u30db\u30a4\u30fc\u30eb\u306e\u5bf8\u6cd5\u30fb\u30a4\u30f3\u30c1\u6570\u30fb\u5546\u54c1\u306e\u756a\u53f7\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- current: \u3044\u307e\u4ed8\u3044\u3066\u3044\u308b\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u306e\u8868\u793a\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\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\u30b0\u30ec\u30fc\u30c9\u3092\u3001\u8eca\u540d\u3084\u547c\u3073\u65b9\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u547c\u3073\u65b9\uff08\u3007\u3007\u7cfb\uff09\u3092\u578b\u5f0f\u306b\u7f6e\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u306e\u6570\u5b57\u3092\u76f4\u3057\u305f\u308a\u3001\u5225\u306e\u30b5\u30a4\u30ba\u306b\u8a00\u3044\u63db\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u4ed8\u304f\u304b\u300d\u306e\u5224\u65ad\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3059\u3060\u3051\u3067\u3059\u3002\n- \u304a\u5ba2\u69d8\u306e\u540d\u524d\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\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\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u306e\u901a\u4fe1\u8ca9\u58f2\u306e\u4f1a\u793e\u3067\u3001\u9069\u5408\u306e\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u5019\u88dc\u3011\u306f\u8eca\u4e21\u306e\u9069\u5408\u306e\u8868\u3068\u5546\u54c1\u306e\u8a18\u9332\u3001\u898f\u5247\u3067\u7167\u3089\u3057\u305f\u7d50\u679c\uff08fit_basis\uff09\u3068\u3001\u898f\u5247\u304c\u62fe\u3063\u305f\u6ce8\u610f\u70b9\u3067\u3059\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u5019\u88dc\u3054\u3068\u306b\u3001\u5546\u54c1\u540d\u30fb\u30b5\u30a4\u30ba\u30fb\u5bf8\u6cd5\u3092\u8a18\u9332\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- fit_basis \u304c same_as_oem \u306a\u3089\u300c\u7d14\u6b63\u3068\u540c\u3058\u30b5\u30a4\u30ba\u3067\u3059\u300d\u3001verified \u306a\u3089\n \u300c\u53d6\u4ed8\u3051\u3092\u78ba\u8a8d\u3057\u305f\u8a18\u9332\u304c\u3042\u308b\u30b5\u30a4\u30ba\u3067\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- fit_basis \u304c not_recorded \u306e\u5019\u88dc\u306f\u3001\u4e0b\u66f8\u304d\u306b\u66f8\u304b\u305a\u3001\u62c5\u5f53\u8005\u3078\u306e\u7533\u3057\u9001\u308a\u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6ce8\u610f\u70b9\u306f\u3010\u6ce8\u610f\u70b9\u3011\u306b\u3042\u308b\u3082\u306e\u3060\u3051\u3092\u3001\u304a\u5ba2\u69d8\u306b\u5206\u304b\u308b\u8a00\u8449\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u805e\u304d\u8fd4\u3059\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\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u300c\u8eca\u691c\u306b\u901a\u308a\u307e\u3059\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5916\u5f84\u3084\u30a4\u30f3\u30bb\u30c3\u30c8\u306e\u5dee\u304b\u3089\u3001\u5165\u308b\u304b\u3069\u3046\u304b\u3092\u63a8\u3057\u91cf\u3063\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306b\u7121\u3044\u5bf8\u6cd5\u30fb\u6ce8\u610f\u70b9\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5024\u5f15\u304d\u30fb\u5728\u5eab\u306e\u78ba\u7d04\u30fb\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\u3010\u6ce8\u610f\u70b9\u3011{cautions}\n```\n\n**\u300cnot_recorded \u306f\u4e0b\u66f8\u304d\u306b\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u5019\u88dc\u3092\u3059\u3079\u3066\u4e26\u3079\u3001\u304a\u5ba2\u69d8\u306f\u305d\u308c\u3092\u300c\u4ed8\u304f\u3082\u306e\u300d\u3068\u8aad\u307f\u307e\u3059\u3002** \u307e\u305f\u300c\u4ed8\u304d\u307e\u3059\u300d\u3092\u7981\u3058\u3066\u3082\u300c\u304a\u53d6\u4ed8\u3051\u3044\u305f\u3060\u3051\u307e\u3059\u300d\u3068\u8a00\u3044\u63db\u3048\u308b\u306e\u3067\u3001**\u7981\u3058\u305f\u8a00\u3044\u56de\u3057\u3092 Lambda \u3067\u8abf\u3079\u3001\u898b\u3064\u304b\u308c\u3070\u4f5c\u308a\u76f4\u3057\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 \"vehicle\": { \"car_name\": \"\", \"model_code\": \"\", \"year\": \"\", \"grade\": \"\",\n \"grade_status\": \"given | ask_back\" },\n \"candidates\": [\n { \"item_no\": \"\",\n \"fit_basis\": \"same_as_oem | verified | not_recorded\",\n \"position\": \"front | rear | both\",\n \"listed\": { \"tire_size\": \"\", \"load_index\": \"\", \"rim\": \"\", \"inset\": \"\", \"pcd_holes\": \"\" },\n \"cautions\": [\"\"] }\n ],\n \"ask_back\": [\"\"],\n \"handover\": [\"\"],\n \"draft\": \"\"\n}\n```\n\nAWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`enum` \u304c\u4f7f\u3048\u3001**\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** \u65b0\u3057\u3044\u30b9\u30ad\u30fc\u30de\u306f\u521d\u56de\u306e\u7d44\u307f\u7acb\u3066\u306b\u6700\u5927\u3067\u7d0490\u79d2\u304b\u304b\u308a\u300124\u6642\u9593\u30ad\u30e3\u30c3\u30b7\u30e5\u3055\u308c\u308b\u306e\u3067\u3001**\u671d\u306b1\u56de\u547c\u3093\u3067\u304a\u304d\u307e\u3059\u3002** `fit_basis` \u3068 `position` \u306f\u898f\u5247\u306e\u7d50\u679c\u3092\u5199\u3055\u305b\u3001**AI\u306b\u306f\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| fit_basis | \u898f\u5247 |\n|:--|:--|\n| same_as_oem | \u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u304c\u5408\u3046\u8eca\u4e21\u306e\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\u3068\u3001\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u30fb\u30ea\u30e0\u5f84\u30fbPCD\u30fb\u7a74\u6570\u304c\u4e00\u81f4\u3059\u308b |\n| verified | \u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u7d44\u3068\u3001\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u30fb\u30ea\u30e0\u5e45\u30fb\u30a4\u30f3\u30bb\u30c3\u30c8\u304c\u4e00\u81f4\u3059\u308b |\n| not_recorded | \u3069\u3061\u3089\u306b\u3082\u4e00\u81f4\u3057\u306a\u3044\u3002PCD\u30fb\u7a74\u6570\u304c\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u5019\u88dc\u304b\u3089\u5916\u3059 |\n| \u5916\u3059 | PCD\u30fb\u7a74\u6570\u304c\u9055\u3046\u3001\u8377\u91cd\u6307\u6570\u304c\u7d14\u6b63\u3088\u308a\u5c0f\u3055\u3044 |\n\n**\u69cb\u9020\u5316\u51fa\u529b\u306b\u3059\u308b\u7406\u7531\u306f\u3001`listed` \u3092\u5546\u54c1\u306e\u8a18\u9332\u3068 Lambda \u3067\u7167\u5408\u3067\u304d\u3001\u9055\u3048\u3070\u4f5c\u308a\u76f4\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `grade_status` \u304c `ask_back` \u306a\u3089\u3001\u56de\u7b54\u306f\u805e\u304d\u8fd4\u3057\u3092\u5148\u306b\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u9069\u5408\u306e\u8868\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09 | \u6bce\u65e5\u306e\u66f8\u304d\u51fa\u3057\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u8eca\u4e21\u306e\u7d22\u5f15\u306e\u5143 |\n| \u5546\u54c1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u6bce\u65e5\u306e\u66f8\u304d\u51fa\u3057\u3001\u4e0b\u66f8\u304d\u306e\u76f4\u524d\u306e\u5728\u5eab\u3068\u4fa1\u683c\u306e\u7167\u4f1a\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u5546\u54c1\u306e\u7d22\u5f15\u306e\u5143\u3001\u5728\u5eab\u306e\u78ba\u304b\u3081 |\n| Amazon OpenSearch Service | Lambda \u304b\u3089\u306e\u767b\u9332\u30fb\u691c\u7d22 | \u8eca\u4e21\u306e\u7d22\u5f15\u3001\u5546\u54c1\u306e\u7d22\u5f15 |\n| Amazon Bedrock | Converse API\uff08Claude\uff09 | \u8aad\u307f\u66ff\u3048\u3068\u4e0b\u66f8\u304d |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u793e\u5185\u306e\u9023\u643a\u306e\u4ed5\u7d44\u307f | \u554f\u3044\u5408\u308f\u305b\u306e\u53d7\u3051\u53d6\u308a\u3001\u4e0b\u66f8\u304d\u3068\u7533\u3057\u9001\u308a\u3092\u5185\u90e8\u306e\u30e1\u30e2\u3068\u3057\u3066\u8fd4\u3059 |\n\n**\u4e0b\u66f8\u304d\u306f\u5185\u90e8\u306e\u30e1\u30e2\u306b\u8fd4\u3057\u3001\u304a\u5ba2\u69d8\u306b\u306f\u9001\u308a\u307e\u305b\u3093\u3002**","human_review":"1. **\u8eca\u4e21\u306e\u7279\u5b9a\u3092\u898b\u308b** \u2026 \u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u3068\u304a\u308a\u306b\u53d6\u308a\u51fa\u3055\u308c\u3001\u6b63\u3057\u3044\u8eca\u4e21\u306e\u884c\u304c\u5f15\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u524d\u5f8c\u306e\u7d44\u3092\u898b\u308b** \u2026 \u524d\u5f8c\u3067\u9055\u3046\u30b5\u30a4\u30ba\u306e\u8eca\u3067\u306f\u3001\u5019\u88dc\u306e `position` \u304c\u524d\u3068\u5f8c\u308d\u3067\u6b63\u3057\u304f\u5206\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **\u7533\u3057\u9001\u308a\u306e\u5019\u88dc\u3092\u5224\u65ad\u3059\u308b** \u2026 `not_recorded` \u306e\u5019\u88dc\u3092\u56de\u7b54\u306b\u5165\u308c\u308b\u304b\u306f\u3001\u62c5\u5f53\u8005\u304c\u5546\u54c1\u90e8\u3068\u76f8\u8ac7\u3057\u3066\u6c7a\u3081\u307e\u3059\n4. **\u6ce8\u610f\u70b9\u3092\u78ba\u304b\u3081\u3001\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u56de\u7b54\u3059\u308b** \u2026 \u5728\u5eab\u3068\u4fa1\u683c\u306e\u6848\u5185\u306f\u62c5\u5f53\u8005\u304c\u66f8\u304d\u8db3\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u62c5\u5f53\u8005\u3060\u3051\u3067\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4e00\u5ea6\u300c\u4ed8\u304f\u300d\u3068\u7b54\u3048\u305f\u30b5\u30a4\u30ba\u306f\u3001\u6b21\u304b\u3089\u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u3088\u3046\u306b\u6271\u308f\u308c\u304c\u3061\u3067\u3059\u3002**\u8a18\u9332\u306b\u8db3\u3059\u306e\u306f\u3001\u53d6\u4ed8\u3051\u5e97\u306e\u5831\u544a\u3092\u53d7\u3051\u305f\u5546\u54c1\u90e8\u3067\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8eca\u4e21\u304c\u7279\u5b9a\u3067\u304d\u306a\u3044\uff08\u8eca\u540d\u3060\u3051\uff09 | \u5e74\u5f0f\u306e\u7bc4\u56f2\u3067\u8907\u6570\u306e\u8eca\u4e21\u3092\u4e26\u3079\u3001\u578b\u5f0f\u3092\u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u4e0b\u66f8\u304d\u306b\u5165\u308c\u308b |\n| \u30b0\u30ec\u30fc\u30c9\u3067\u7d14\u6b63\u30b5\u30a4\u30ba\u304c\u9055\u3044\u3001\u30b0\u30ec\u30fc\u30c9\u304c\u7121\u3044 | \u5019\u88dc\u306f\u51fa\u3059\u304c\u3001\u56de\u7b54\u306f\u30b0\u30ec\u30fc\u30c9\u306e\u805e\u304d\u8fd4\u3057\u3092\u5148\u306b\u3059\u308b |\n| \u9069\u5408\u306e\u8868\u306b\u7121\u3044\u8eca\u7a2e | \u300c\u9069\u5408\u306e\u8a18\u9332\u306a\u3057\u300d\u3068\u7533\u3057\u9001\u308a\u3001\u5546\u54c1\u90e8\u306b\u8868\u306e\u8ffd\u52a0\u3092\u4f9d\u983c\u3059\u308b |\n| \u5e0c\u671b\u306e\u5546\u54c1\u306e PCD\u30fb\u7a74\u6570\u304c\u5408\u308f\u306a\u3044 | \u5019\u88dc\u304b\u3089\u5916\u3057\u3001\u5408\u3046\u5bf8\u6cd5\u306e\u5546\u54c1\u3092\u5019\u88dc\u306b\u51fa\u3059 |\n| \u5e0c\u671b\u304c\u7d14\u6b63\u3088\u308a\u5927\u304d\u3044\u30a4\u30f3\u30c1\u6570\u3067\u3001\u78ba\u304b\u3081\u305f\u8a18\u9332\u304c\u7121\u3044 | `not_recorded` \u3068\u3057\u3066\u7533\u3057\u9001\u308b\u3002\u4e0b\u66f8\u304d\u306b\u306f\u66f8\u304b\u306a\u3044 |\n| \u7981\u3058\u305f\u8a00\u3044\u56de\u3057\u304c\u7d9a\u304f\u30fb\u69cb\u9020\u5316\u51fa\u529b\u304c\u8fd4\u3089\u306a\u3044 | \u5019\u88dc\u306e\u4e00\u89a7\u3068\u898f\u5247\u306e\u7d50\u679c\u3060\u3051\u3092\u51fa\u3057\u3001\u6587\u306f\u62c5\u5f53\u8005\u304c\u66f8\u304f |","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- \u5f15\u3044\u305f\u8eca\u4e21\u306e\u884c\u3068\u7d44\u3001\u898f\u5247\u306e\u7167\u3089\u3057\u5408\u308f\u305b\u306e\u7d50\u679c\u3001\u62fe\u3063\u305f\u6ce8\u610f\u70b9\n- 2\u56de\u76ee\u306e JSON\u3001\u7981\u3058\u305f\u8a00\u3044\u56de\u3057\u306e\u691c\u67fb\u306e\u7d50\u679c\u3001\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u7b87\u6240\n- \u56de\u7b54\u3057\u305f\u5546\u54c1\u3068\u3001\u305d\u306e\u5f8c\u306e\u8fd4\u54c1\u306e\u6709\u7121\u3068\u7406\u7531\u3001\u53d6\u4ed8\u3051\u5e97\u304b\u3089\u306e\u5831\u544a\n\n**`same_as_oem` \u306a\u306e\u306b\u8fd4\u54c1\u306b\u306a\u3063\u305f\u7d44\u304c\u7d9a\u304f\u306a\u3089\u3001\u5e74\u306e\u9014\u4e2d\u306e\u5909\u66f4\u304c\u8868\u306b\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u5546\u54c1\u90e8\u306b\u884c\u3092\u5206\u3051\u3066\u3082\u3089\u3044\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":4,"assumption_frequency":900,"assumption_workdays":22,"volume_month":900,"before_minutes_per_case":8,"after_minutes_per_case":3,"hourly_cost":2400,"before_hours_month":120,"after_hours_month":45,"saved_hours_month":75,"reduction_rate":63,"saved_hours_year":900,"annual_cost_effect":2160000,"summary":"\u304a\u5ba2\u69d8\u306e\u300c\u3053\u306e\u8eca\u306b\u3053\u306e\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u306f\u4ed8\u304d\u307e\u3059\u304b\u300d\u3068\u3044\u3046\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u8eca\u540d\u30fb\u5e74\u5f0f\u30fb\u578b\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u5e0c\u671b\u306e\u30b5\u30a4\u30ba\u306b\u8aad\u307f\u66ff\u3048\u3001\u81ea\u793e\u306e\u9069\u5408\u306e\u8a18\u9332\u304b\u3089\u5019\u88dc\u3092\u63a2\u3057\u307e\u3059\u3002\u53d6\u4ed8\u3051\u306e\u6ce8\u610f\u70b9\u3092\u3001\u8a18\u9332\u306e\u307e\u307e\u6dfb\u3048\u3066\u62c5\u5f53\u8005\u306b\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u62c5\u5f53\u8005\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u958b\u304d\u3001\u8eca\u540d\u30fb\u5e74\u5f0f\u30fb\u578b\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u5e0c\u671b\u306e\u30b5\u30a4\u30ba\u3084\u5546\u54c1\u3092\u30e1\u30e2\u3059\u308b\n2. \u9069\u5408\u306e\u8868\u3092\u8eca\u540d\u3067\u7d5e\u308a\u3001\u578b\u5f0f\u3068\u5e74\u5f0f\u306e\u7bc4\u56f2\u3067\u8a72\u5f53\u3059\u308b\u884c\u3092\u63a2\u3059\n3. \u30b0\u30ec\u30fc\u30c9\u3067\u7d14\u6b63\u30b5\u30a4\u30ba\u304c\u9055\u3048\u3070\u3001\u3069\u306e\u30b0\u30ec\u30fc\u30c9\u304b\u3092\u63a8\u5b9a\u3059\u308b\u304b\u3001\u304a\u5ba2\u69d8\u306b\u805e\u304d\u8fd4\u3059\n4. \u5e0c\u671b\u306e\u5546\u54c1\u306e\u30b5\u30a4\u30ba\u30fb\u5bf8\u6cd5\u3092\u5546\u54c1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u8abf\u3079\u3001\u9069\u5408\u306e\u8868\u306e\u884c\u3068\u898b\u6bd4\u3079\u308b\n5. \u524d\u5f8c\u3067\u9055\u3046\u30b5\u30a4\u30ba\u306e\u8eca\u306a\u3089\u3001\u524d\u3068\u5f8c\u308d\u3092\u5225\u3005\u306b\u898b\u6bd4\u3079\u308b\n6. \u30ca\u30c3\u30c8\u306e\u5ea7\u9762\u306e\u5f62\u3001\u30cf\u30d6\u5f84\u306e\u9055\u3044\uff08\u30cf\u30d6\u30ea\u30f3\u30b0\u306e\u8981\u5426\uff09\u3001\u8377\u91cd\u6307\u6570\u306a\u3069\u306e\u6ce8\u610f\u70b9\u3092\u66f8\u304d\u6dfb\u3048\u3066\u56de\u7b54\u3059\u308b\n\n**\uff08a\uff09\u540c\u3058\u8eca\u540d\u306e\u4e2d\u306e\u9055\u3044\u3092\u898b\u843d\u3068\u3059\u3002** 3\u756a\u76ee\u3067\u3001\u30b0\u30ec\u30fc\u30c9\u3067\u7d14\u6b63\u30b5\u30a4\u30ba\u304c\u9055\u3046\u8eca\u3092\u300c\u305f\u3076\u3093\u4e0a\u306e\u30b0\u30ec\u30fc\u30c9\u300d\u3068\u6c7a\u3081\u3066\u7b54\u3048\u3001\u5c4a\u3044\u3066\u304b\u3089\u5916\u5f84\u304c\u9055\u3046\u3068\u5206\u304b\u308a\u307e\u3059\u3002**\u5e74\u306e\u9014\u4e2d\u306e\u5909\u66f4\u3067\u30cf\u30d6\u5f84\u304c\u5909\u308f\u3063\u305f\u8eca\u3082\u3001\u5e74\u5f0f\u306e\u7bc4\u56f2\u30921\u5e74\u305a\u308c\u3066\u898b\u308b\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\u3002**\n\n**\uff08b\uff09\u524d\u5f8c\u306e\u7d44\u3092\u5d29\u3059\u3002** 5\u756a\u76ee\u3067\u3001\u524d\u8f2a\u306e\u30b5\u30a4\u30ba\u3092\u898b\u3066\u5f8c\u8f2a\u306e\u30a4\u30f3\u30bb\u30c3\u30c8\u3092\u898b\u308b\u3088\u3046\u306a\u898b\u9593\u9055\u3044\u304c\u8d77\u304d\u307e\u3059\u3002**\u524d\u5f8c\u3067\u9055\u3046\u8eca\u306f\u5c11\u306a\u3044\u3076\u3093\u3001\u6163\u308c\u3066\u3044\u306a\u3044\u62c5\u5f53\u8005\u307b\u3069\u540c\u3058\u898b\u65b9\u3067\u898b\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\n\n**\uff08c\uff09\u6ce8\u610f\u70b9\u306e\u66f8\u304d\u6f0f\u308c\u3002** 6\u756a\u76ee\u306e\u6ce8\u610f\u70b9\u306f\u3001\u62c5\u5f53\u8005\u304c\u899a\u3048\u3066\u3044\u308b\u3082\u306e\u3060\u3051\u304c\u66f8\u304b\u308c\u307e\u3059\u3002**\u30ca\u30c3\u30c8\u306e\u5ea7\u9762\u306e\u5f62\u304c\u7d14\u6b63\u3068\u9055\u3046\u3001\u30cf\u30d6\u5f84\u304c\u9055\u3063\u3066\u30cf\u30d6\u30ea\u30f3\u30b0\u304c\u8981\u308b\u3001\u3068\u3044\u3046\u4e00\u6587\u304c\u629c\u3051\u308b\u3068\u3001\u53d6\u4ed8\u3051\u5e97\u3067\u4f5c\u696d\u304c\u6b62\u307e\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u7b54\u3048\u304c\u62c5\u5f53\u8005\u3067\u9055\u3046\u3002** \u540c\u3058\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u30d9\u30c6\u30e9\u30f3\u306f\u300c\u4ed8\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u301c\u300d\u3001\u65b0\u3057\u3044\u62c5\u5f53\u8005\u306f\u300c\u30e1\u30fc\u30ab\u30fc\u306b\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u300d\u3068\u7b54\u3048\u307e\u3059\u3002**\u3069\u3053\u307e\u3067\u7b54\u3048\u3066\u3088\u3044\u304b\u306e\u7dda\u304c\u3001\u62c5\u5f53\u8005\u306e\u982d\u306e\u4e2d\u306b\u3042\u308a\u307e\u3059\u3002**","before_flow_steps":["\u62c5\u5f53\u8005\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u958b\u304d\u3001\u8eca\u540d\u30fb\u5e74\u5f0f\u30fb\u578b\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u5e0c\u671b\u306e\u30b5\u30a4\u30ba\u3084\u5546\u54c1\u3092\u30e1\u30e2\u3059\u308b","\u9069\u5408\u306e\u8868\u3092\u8eca\u540d\u3067\u7d5e\u308a\u3001\u578b\u5f0f\u3068\u5e74\u5f0f\u306e\u7bc4\u56f2\u3067\u8a72\u5f53\u3059\u308b\u884c\u3092\u63a2\u3059","\u30b0\u30ec\u30fc\u30c9\u3067\u7d14\u6b63\u30b5\u30a4\u30ba\u304c\u9055\u3048\u3070\u3001\u3069\u306e\u30b0\u30ec\u30fc\u30c9\u304b\u3092\u63a8\u5b9a\u3059\u308b\u304b\u3001\u304a\u5ba2\u69d8\u306b\u805e\u304d\u8fd4\u3059","\u5e0c\u671b\u306e\u5546\u54c1\u306e\u30b5\u30a4\u30ba\u30fb\u5bf8\u6cd5\u3092\u5546\u54c1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u8abf\u3079\u3001\u9069\u5408\u306e\u8868\u306e\u884c\u3068\u898b\u6bd4\u3079\u308b","\u524d\u5f8c\u3067\u9055\u3046\u30b5\u30a4\u30ba\u306e\u8eca\u306a\u3089\u3001\u524d\u3068\u5f8c\u308d\u3092\u5225\u3005\u306b\u898b\u6bd4\u3079\u308b","\u30ca\u30c3\u30c8\u306e\u5ea7\u9762\u306e\u5f62\u3001\u30cf\u30d6\u5f84\u306e\u9055\u3044\uff08\u30cf\u30d6\u30ea\u30f3\u30b0\u306e\u8981\u5426\uff09\u3001\u8377\u91cd\u6307\u6570\u306a\u3069\u306e\u6ce8\u610f\u70b9\u3092\u66f8\u304d\u6dfb\u3048\u3066\u56de\u7b54\u3059\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u554f\u3044\u5408\u308f\u305b\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u9069\u5408\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u5165\u308b\u3068\u3001\u691c\u7d22\u304c\u52d5\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u3001\u8eca\u540d\u30fb\u5e74\u5f0f\u30fb\u578b\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u5e0c\u671b\u306e\u30b5\u30a4\u30ba\u3084\u5546\u54c1\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059\n3. **\u3010\u81ea\u52d5\u3011** OpenSearch \u304c\u8eca\u4e21\u306e\u7d22\u5f15\u3092\u3001\u578b\u5f0f\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3066\u5f15\u304d\u3001\u8a72\u5f53\u3059\u308b\u8eca\u4e21\u306e\u884c\u3068\u3001\u305d\u306e\u4e2d\u306e\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\uff08\u524d\u5f8c\u30fb\u30b0\u30ec\u30fc\u30c9\u3054\u3068\uff09\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u5e0c\u671b\u306e\u5546\u54c1\u306e\u30b5\u30a4\u30ba\u30fb\u5bf8\u6cd5\u3092\u3001\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\u3068\u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u7d44\u306b\u898f\u5247\u3067\u7167\u3089\u3057\u3001\u300c\u7d14\u6b63\u3068\u540c\u3058\u300d\u300c\u78ba\u304b\u3081\u305f\u8a18\u9332\u3042\u308a\u300d\u300c\u8a18\u9332\u306a\u3057\u300d\u3092\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u6ce8\u610f\u70b9\u306e\u8868\uff08\u30ca\u30c3\u30c8\u306e\u5ea7\u9762\u3001\u30cf\u30d6\u5f84\u306e\u5dee\u3001\u8377\u91cd\u6307\u6570\u3001\u524d\u5f8c\u306e\u7d44\uff09\u304b\u3089\u3001\u5f53\u3066\u306f\u307e\u308b\u3082\u306e\u3092\u898f\u5247\u3067\u62fe\u3046\n6. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5019\u88dc\u3068\u6ce8\u610f\u70b9\u3092\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\u30fb\u6ce8\u610f\u70b9\u30fb\u805e\u304d\u8fd4\u3057\u3092\u78ba\u304b\u3081\u3001\u76f4\u3057\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\u7b54\u3048\u65b9\u306e\u7dda\u3092\u8ab0\u304c\u898b\u3066\u3082\u540c\u3058\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u7d14\u6b63\u3068\u540c\u3058\u30b5\u30a4\u30ba\u306a\u3089\u300c\u7d14\u6b63\u3068\u540c\u3058\u300d\u3001\u53d6\u4ed8\u3051\u5e97\u304b\u3089\u306e\u5831\u544a\u3067\u78ba\u304b\u3081\u305f\u30b5\u30a4\u30ba\u306a\u3089\u300c\u78ba\u304b\u3081\u305f\u8a18\u9332\u3042\u308a\u300d\u3001\u305d\u308c\u4ee5\u5916\u306f\u300c\u8a18\u9332\u306a\u3057\u300d\u3002**AI\u304c\u5916\u5f84\u306e\u5dee\u3092\u8a08\u7b97\u3057\u3066\u300c\u5165\u308b\u3068\u601d\u308f\u308c\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\u30e1\u30fc\u30eb\u306e\u5f80\u5fa9\u3092\u6e1b\u3089\u3057\u307e\u3059\u3002** \u30b0\u30ec\u30fc\u30c9\u3067\u7d14\u6b63\u30b5\u30a4\u30ba\u304c\u9055\u3046\u8eca\u306a\u306e\u306b\u30b0\u30ec\u30fc\u30c9\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001**\u300c\u8eca\u691c\u8a3c\u306e\u578b\u5f0f\u3068\u30b0\u30ec\u30fc\u30c9\uff08\u307e\u305f\u306f\u73fe\u5728\u306e\u30bf\u30a4\u30e4\u306e\u5074\u9762\u306e\u8868\u793a\uff09\u3092\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044\u300d\u3068\u4e0b\u66f8\u304d\u306b\u66f8\u304d\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u554f\u3044\u5408\u308f\u305b\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u9069\u5408\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u5165\u308b\u3068\u3001\u691c\u7d22\u304c\u52d5\u304f","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u3001\u8eca\u540d\u30fb\u5e74\u5f0f\u30fb\u578b\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u5e0c\u671b\u306e\u30b5\u30a4\u30ba\u3084\u5546\u54c1\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** OpenSearch \u304c\u8eca\u4e21\u306e\u7d22\u5f15\u3092\u3001\u578b\u5f0f\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3066\u5f15\u304d\u3001\u8a72\u5f53\u3059\u308b\u8eca\u4e21\u306e\u884c\u3068\u3001\u305d\u306e\u4e2d\u306e\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\uff08\u524d\u5f8c\u30fb\u30b0\u30ec\u30fc\u30c9\u3054\u3068\uff09\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u5e0c\u671b\u306e\u5546\u54c1\u306e\u30b5\u30a4\u30ba\u30fb\u5bf8\u6cd5\u3092\u3001\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\u3068\u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u7d44\u306b\u898f\u5247\u3067\u7167\u3089\u3057\u3001\u300c\u7d14\u6b63\u3068\u540c\u3058\u300d\u300c\u78ba\u304b\u3081\u305f\u8a18\u9332\u3042\u308a\u300d\u300c\u8a18\u9332\u306a\u3057\u300d\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u6ce8\u610f\u70b9\u306e\u8868\uff08\u30ca\u30c3\u30c8\u306e\u5ea7\u9762\u3001\u30cf\u30d6\u5f84\u306e\u5dee\u3001\u8377\u91cd\u6307\u6570\u3001\u524d\u5f8c\u306e\u7d44\uff09\u304b\u3089\u3001\u5f53\u3066\u306f\u307e\u308b\u3082\u306e\u3092\u898f\u5247\u3067\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5019\u88dc\u3068\u6ce8\u610f\u70b9\u3092\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\u30fb\u6ce8\u610f\u70b9\u30fb\u805e\u304d\u8fd4\u3057\u3092\u78ba\u304b\u3081\u3001\u76f4\u3057\u3066\u56de\u7b54\u3059\u308b"],"architecture":"```\n\u8eca\u4e21\u306e\u9069\u5408\u306e\u8868\uff08\u8eca\u540d\u30fb\u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\u30fb\u53d6\u4ed8\u3051\u5bf8\u6cd5\uff09\n\u5546\u54c1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u306e\u30b5\u30a4\u30ba\u3068\u5bf8\u6cd5\u30fb\u5728\u5eab\u30fb\u4fa1\u683c\uff09\n \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u65e5\u306e\u53d6\u308a\u8fbc\u307f\uff08\u8868\u306e\u66f4\u65b0\u30fb\u5546\u54c1\u306e\u8ffd\u52a0\u306e\u53cd\u6620\uff09\nAWS Lambda \u2500\u2500 \u578b\u5f0f\u30fb\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\n \u25bc\nAmazon OpenSearch Service\n \u2502 \u8eca\u4e21\u306e\u7d22\u5f15\uff1a\u8eca\u540d\uff08kuromoji\uff09\u30fb\u578b\u5f0f\uff08normalizer\uff09\u30fb\u5e74\u5f0f\u306e\u7bc4\u56f2\n \u2502 \u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\uff08nested\uff1a\u524d\u5f8c\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u5bf8\u6cd5\uff09\n \u2502 \u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u7d44\uff08nested\uff09\u30fb\u6ce8\u610f\u70b9\n \u2502 \u5546\u54c1\u306e\u7d22\u5f15\uff1a\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\uff08normalizer\uff09\u30fb\u8377\u91cd\u6307\u6570\u30fb\u30db\u30a4\u30fc\u30eb\u5bf8\u6cd5\u30fb\u5728\u5eab\n \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u554f\u3044\u5408\u308f\u305b\u306e\u5230\u7740\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 \u8eca\u4e21\u3068\u5546\u54c1\u3092\u5f15\u304f \u2192 \u898f\u5247\u3067\u7167\u3089\u3057\u3001\u6ce8\u610f\u70b9\u3092\u62fe\u3046\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\u554f\u3044\u5408\u308f\u305b\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f \u2500\u2500\u3010\u4eba\u3011\u78ba\u304b\u3081\u3066\u56de\u7b54\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\u3001normalizer\u3001nested\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\u898f\u5247\u306e\u7167\u3089\u3057\u5408\u308f\u305b\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u53d6\u308a\u8fbc\u307f\u306e\u5199\u3057\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**\u9069\u5408\u306e\u8868\u3068\u5546\u54c1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u78ba\u304b\u3081\u305f\u8a18\u9332\u3092\u8db3\u3059\u306e\u306f\u3001\u53d6\u4ed8\u3051\u5e97\u304b\u3089\u306e\u5831\u544a\u3092\u53d7\u3051\u305f\u5546\u54c1\u90e8\u306e\u4ed5\u4e8b\u306e\u307e\u307e\u306b\u3057\u307e\u3059\u3002\n\n**\u65e5\u672c\u8a9e\u306e\u8eca\u540d\u3068\u30b0\u30ec\u30fc\u30c9\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**\u8eca\u540d\u3068\u30b0\u30ec\u30fc\u30c9\u540d\u306f kuromoji \u3067\u533a\u5207\u308a\u3001\u5168\u89d2\u3068\u534a\u89d2\u306e\u6df7\u3056\u3063\u305f\u578b\u5f0f\u306f ICU \u3067\u305d\u308d\u3048\u307e\u3059\u3002**\n\n**\u7d44\u3092\u5d29\u3055\u306a\u3044\u305f\u3081\u306b\u3001\u7d14\u6b63\u30b5\u30a4\u30ba\u3068\u78ba\u304b\u3081\u305f\u8a18\u9332\u306f `nested` \u306e\u578b\u306b\u3057\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`nested` \u306e\u554f\u3044\u5408\u308f\u305b\u306f\u5404\u30cd\u30b9\u30c8\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u5225\u306e\u6587\u66f8\u306e\u3088\u3046\u306b\u7167\u3089\u3057\u3001\u4e00\u81f4\u3059\u308c\u3070\u89aa\u306e\u6587\u66f8\u3092\u8fd4\u3059\u3068\u3055\u308c\u3001**\u554f\u3044\u5408\u308f\u305b\u306e\u524d\u306b\u7d22\u5f15\u306b `nested` \u306e\u9805\u76ee\u304c\u8981\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u6bce\u65e5\u306e\u9069\u5408\u306e\u8868\u3068\u5546\u54c1\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u5230\u7740\u3067\u3059\u3002**\n\n\u53d6\u308a\u8fbc\u307f\u306f\u3001\u9069\u5408\u306e\u8868\u3068\u5546\u54c1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u524d\u65e5\u306b\u5909\u308f\u3063\u305f\u884c\u3092\u66f8\u304d\u51fa\u3057\u3066\u7d22\u5f15\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\u78ba\u304b\u3081\u305f\u8a18\u9332\u304c\u5897\u3048\u305f\u3089\u3001\u7fcc\u65e5\u306b\u306f\u5019\u88dc\u306b\u51fa\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u5728\u5eab\u3068\u4fa1\u683c\u306f\u5909\u308f\u308a\u3084\u3059\u3044\u306e\u3067\u3001\u4e0b\u66f8\u304d\u306e\u76f4\u524d\u306b\u7167\u4f1a\u3057\u3001\u7d22\u5f15\u306e\u5024\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002\n\n\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u300c\u9069\u5408\u306e\u78ba\u8a8d\u300d\u306e\u5206\u985e\u3067\u5165\u3063\u305f\u3082\u306e\u3092\u8d77\u70b9\u306b\u30011\u4ef6\u3054\u3068\u306b\u52d5\u304b\u3057\u307e\u3059\u3002**\u30e2\u30fc\u30eb\u306e\u300c\u9069\u5408\u3092\u78ba\u8a8d\u3059\u308b\u300d\u304b\u3089\u6765\u305f\u3082\u306e\u306f\u3001\u4ed8\u3044\u3066\u304f\u308b\u5546\u54c1\u306e\u756a\u53f7\u3092\u305d\u306e\u307e\u307e\u4f7f\u3044\u307e\u3059\u3002** \u5206\u985e\u306e\u7121\u3044\u81ea\u7531\u8a18\u8ff0\u306f\u3001\u62c5\u5f53\u8005\u304c\u5206\u985e\u3092\u4ed8\u3051\u3066\u304b\u3089\u52d5\u304b\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 | \u304a\u5ba2\u69d8\u306e\u8a00\u8449\u306e\u307e\u307e\u306e\u672c\u6587\u3001\u30e2\u30fc\u30eb\u306e\u5546\u54c1\u306e\u756a\u53f7\uff08\u3042\u308c\u3070\uff09 | \u554f\u3044\u5408\u308f\u305b\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u8eca\u4e21\u306e\u9069\u5408\u306e\u8868 | \u8eca\u540d\u3001\u578b\u5f0f\u3001\u5e74\u5f0f\u306e\u7bc4\u56f2\u3001\u30b0\u30ec\u30fc\u30c9\u3001\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\uff08\u524d\u30fb\u5f8c\u308d\u30fb\u524d\u5f8c\u540c\u3058\uff09\u3001\u30ea\u30e0\u5e45\u3001\u30a4\u30f3\u30bb\u30c3\u30c8\u3001PCD\u3001\u7a74\u6570\u3001\u30cf\u30d6\u5f84\u3001\u30ca\u30c3\u30c8\u304b\u30dc\u30eb\u30c8\u304b\u3001\u5ea7\u9762\u306e\u5f62 | \u9069\u5408\u306e\u8868\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09 |\n| \u78ba\u304b\u3081\u305f\u8a18\u9332 | \u53d6\u4ed8\u3051\u5e97\u304b\u3089\u300c\u4ed8\u3044\u305f\u300d\u3068\u5831\u544a\u306e\u3042\u3063\u305f\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u3068\u30db\u30a4\u30fc\u30eb\u5bf8\u6cd5\u306e\u7d44\u3001\u5831\u544a\u65e5\u3001\u53d6\u4ed8\u3051\u5e97\u3001\u6761\u4ef6\u306e\u30e1\u30e2 | \u9069\u5408\u306e\u8868\u306e\u5225\u306e\u5217 |\n| \u5546\u54c1 | \u30bf\u30a4\u30e4\u306e\u30b5\u30a4\u30ba\u30fb\u8377\u91cd\u6307\u6570\u30fb\u901f\u5ea6\u8a18\u53f7\u3001\u30db\u30a4\u30fc\u30eb\u306e\u30ea\u30e0\u5f84\u30fb\u30ea\u30e0\u5e45\u30fb\u30a4\u30f3\u30bb\u30c3\u30c8\u30fbPCD\u30fb\u7a74\u6570\u30fb\u30cf\u30d6\u5f84\u3001\u5728\u5eab\u3001\u4fa1\u683c | \u5546\u54c1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u6ce8\u610f\u70b9\u306e\u8868 | \u300c\u30cf\u30d6\u5f84\u304c\u7d14\u6b63\u3088\u308a\u5927\u304d\u3044 \u2192 \u30cf\u30d6\u30ea\u30f3\u30b0\u306e\u6848\u5185\u300d\u300c\u5ea7\u9762\u306e\u5f62\u304c\u7d14\u6b63\u3068\u9055\u3046 \u2192 \u5c02\u7528\u30ca\u30c3\u30c8\u306e\u6848\u5185\u300d\u300c\u8377\u91cd\u6307\u6570\u304c\u7d14\u6b63\u3088\u308a\u5c0f\u3055\u3044 \u2192 \u5019\u88dc\u304b\u3089\u5916\u3059\u300d\u306a\u3069\u306e\u898f\u5247 | \u5546\u54c1\u90e8\u3067\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u5217\u3067\u3059\u3002** \u7d14\u6b63\u3068\u9055\u3046\u30b5\u30a4\u30ba\u3092\u5019\u88dc\u306b\u51fa\u305b\u308b\u304b\u306f\u3001\u53d6\u4ed8\u3051\u5e97\u306e\u5831\u544a\u304c\u3069\u308c\u3060\u3051\u5165\u3063\u3066\u3044\u308b\u304b\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\n\n**\u6ce8\u610f\u70b9\u306e\u8868\u306f\u3001\u30d9\u30c6\u30e9\u30f3\u304c\u56de\u7b54\u306b\u66f8\u304d\u6dfb\u3048\u3066\u304d\u305f\u4e00\u6587\u3092\u96c6\u3081\u305f\u3082\u306e\u3067\u3059\u3002\u3053\u3053\u304c\u3001\u7b54\u3048\u304c\u62c5\u5f53\u8005\u3067\u9055\u3046\u3053\u3068\u306e\u76f4\u3057\u65b9\u3067\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| \u8eca\u540d\u3067\u5408\u3046\u8eca\u4e21 | \u8eca\u4e21\u306e\u7d22\u5f15 | `match`\uff08`car_name`\u3002kuromoji \u3067\u533a\u5207\u308b\uff09 |\n| \u578b\u5f0f\u3067\u5408\u3046\u8eca\u4e21 | \u8eca\u4e21\u306e\u7d22\u5f15 | `term`\uff08`model_code`\u3002normalizer \u3067\u8a18\u53f7\u3068\u5168\u89d2\u3092\u305d\u308d\u3048\u305f\u5024\u3069\u3046\u3057\uff09 |\n| \u5e74\u5f0f\u306e\u7bc4\u56f2\u306b\u5165\u308b\u8eca\u4e21 | \u8eca\u4e21\u306e\u7d22\u5f15 | `filter` \u306e `range`\uff08`year_from` \u2266 \u5e74\u5f0f \u2266 `year_to`\uff09 |\n| \u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44 | \u8eca\u4e21\u306e\u7d22\u5f15\u306e `oem_sets`\uff08nested\uff09 | `nested` \u306e\u554f\u3044\u5408\u308f\u305b\u3068 `inner_hits` \u3067\u3001\u4e00\u81f4\u3057\u305f\u7d44\u3060\u3051\u3092\u8fd4\u3059 |\n| \u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u7d44 | \u8eca\u4e21\u306e\u7d22\u5f15\u306e `verified_sets`\uff08nested\uff09 | \u540c\u4e0a |\n\n**\u578b\u5f0f\u3068\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u306e\u66f8\u304d\u65b9\u306e\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**1\u3064\u306e\u30c8\u30fc\u30af\u30f3\u3060\u3051\u3092\u51fa\u3059**\u3082\u306e\u3067\u3001`keyword` \u306e\u4e00\u81f4\u306e\u691c\u7d22\u306b\u4f7f\u3048\u3001`pattern_replace`\u30fb`icu_normalizer`\u30fb`uppercase` \u306a\u3069\u3092\u4f7f\u3048\u307e\u3059\u304c\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\u5148\u982d\u306e\u6392\u51fa\u30ac\u30b9\u306e\u8a18\u53f7\u3092\u5916\u3057\u3001\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u306f\u300c225\/45ZR17\u300d\u300c\uff12\uff12\uff15\uff0f\uff14\uff15\uff32\uff11\uff17\u300d\u3092\u300c225\/45R17\u300d\u3068\u540c\u3058\u5f62\u306b\u3057\u307e\u3059\u3002**\n\n**\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\u3092 `nested` \u306b\u3059\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u3075\u3064\u3046\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u914d\u5217\u3060\u3068\u3001\u300c\u524d\uff1a225\/45R17\u300d\u300c\u5f8c\u308d\uff1a255\/40R17\u300d\u306e\u5024\u304c\u914d\u5217\u3054\u3068\u306b\u307e\u3068\u3081\u3066\u5165\u308a\u3001**\u300c\u5f8c\u308d\u3067225\/45R17\u300d\u3068\u3044\u3046\u5b58\u5728\u3057\u306a\u3044\u7d44\u306b\u3082\u4e00\u81f4\u3057\u307e\u3059\u3002**\n\n```json\nPUT \/vehicles\n{\n \"settings\": { \"analysis\": {\n \"char_filter\": {\n \"strip_prefix\": { \"type\": \"pattern_replace\",\n \"pattern\": \"^[A-Za-z0-9]{2,4}-\", \"replacement\": \"\" },\n \"tire_norm\": { \"type\": \"pattern_replace\",\n \"pattern\": \"[\\\\s\u3000]|Z(?=R)\", \"replacement\": \"\" } },\n \"normalizer\": {\n \"model_norm\": { \"type\": \"custom\", \"char_filter\": [\"icu_normalizer\", \"strip_prefix\"],\n \"filter\": [\"uppercase\"] },\n \"size_norm\": { \"type\": \"custom\", \"char_filter\": [\"icu_normalizer\", \"tire_norm\"],\n \"filter\": [\"uppercase\"] } },\n \"analyzer\": {\n \"ja\": { \"type\": \"custom\", \"char_filter\": [\"icu_normalizer\"],\n \"tokenizer\": \"kuromoji_tokenizer\" } } } },\n \"mappings\": { \"properties\": {\n \"car_name\": { \"type\": \"text\", \"analyzer\": \"ja\" },\n \"model_code\": { \"type\": \"keyword\", \"normalizer\": \"model_norm\" },\n \"year_from\": { \"type\": \"integer\" },\n \"year_to\": { \"type\": \"integer\" },\n \"oem_sets\": { \"type\": \"nested\", \"properties\": {\n \"grade\": { \"type\": \"keyword\" }, \"position\": { \"type\": \"keyword\" },\n \"tire_size\": { \"type\": \"keyword\", \"normalizer\": \"size_norm\" },\n \"load_index\": { \"type\": \"integer\" }, \"inset\": { \"type\": \"integer\" },\n \"pcd\": { \"type\": \"float\" }, \"holes\": { \"type\": \"integer\" },\n \"hub_bore\": { \"type\": \"float\" }, \"seat\": { \"type\": \"keyword\" } } },\n \"verified_sets\": { \"type\": \"nested\", \"properties\": {\n \"position\": { \"type\": \"keyword\" },\n \"tire_size\": { \"type\": \"keyword\", \"normalizer\": \"size_norm\" },\n \"inset\": { \"type\": \"integer\" }, \"note\": { \"type\": \"text\", \"analyzer\": \"ja\" } } } } }\n}\n```\n\n**\u691c\u7d22\u306f `bool` \u3067\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`filter` \u306f\u70b9\u6570\u306b\u95a2\u308f\u3089\u306a\u3044\u7d5e\u308a\u8fbc\u307f\u3067\u3001`should` \u306f\u4e00\u81f4\u3059\u308b\u307b\u3069\u70b9\u6570\u3092\u4e0a\u3052\u3001`must` \u304b `filter` \u304c\u3042\u308b\u3068\u304d\u306e `minimum_should_match` \u306e\u65e2\u5b9a\u306f0\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5e74\u5f0f\u306f `filter` \u3067\u7d5e\u308a\u3001\u578b\u5f0f\u3068\u30b0\u30ec\u30fc\u30c9\u306f `should` \u3067\u4e0a\u306b\u4e26\u3079\u308b\u306e\u3067\u3001\u578b\u5f0f\u306e\u7121\u3044\u554f\u3044\u5408\u308f\u305b\u3067\u3082\u5019\u88dc\u304c\u6b8b\u308a\u307e\u3059\u3002** `nested` \u306b\u306f `inner_hits` \u3092\u4ed8\u3051\u3001\u4e00\u81f4\u3057\u305f\u7d44\u3060\u3051\u3092\u898f\u5247\u306b\u6e21\u3057\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5e74\u5f0f\u3092\u897f\u66a6\u306b\u3059\u308b** \u2026 \u300cH30.1\u301cR3.5\u300d\u30922018\u301c2021\u306b\u3057\u3001\u6708\u306f\u5225\u306e\u9805\u76ee\u306b\u6b8b\u3057\u307e\u3059\n2. **\u524d\u5f8c\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u300cF\u300d\u300c\u30d5\u30ed\u30f3\u30c8\u300d\u3092 `front`\u3001\u300cR\u300d\u300c\u30ea\u30a2\u300d\u3092 `rear`\u3001\u524d\u5f8c\u540c\u3058\u306f `both` \u306b\u3057\u307e\u3059\n3. **\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u3092\u5206\u3051\u308b** \u2026 \u300c225\/45R17 94W XL\u300d\u3092\u3001\u30b5\u30a4\u30ba\u30fb\u8377\u91cd\u6307\u6570\u30fb\u901f\u5ea6\u8a18\u53f7\u30fbXL \u306a\u3069\u306e\u898f\u683c\u306e\u8868\u793a\u306b\u5206\u3051\u3066\u6301\u3061\u307e\u3059\n4. **\u7a7a\u306e\u5024\u3092\u7a7a\u306e\u307e\u307e\u6301\u3064** \u2026 \u30cf\u30d6\u5f84\u3084\u5ea7\u9762\u306e\u5f62\u304c\u8868\u306b\u7121\u3044\u884c\u306f\u3001\u5024\u3092\u5165\u308c\u305a\u306b\u6b8b\u3057\u307e\u3059\n5. **\u554f\u3044\u5408\u308f\u305b\u304b\u3089\u500b\u4eba\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u540d\u524d\u3001\u4f4f\u6240\u3001\u96fb\u8a71\u756a\u53f7\u3001\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u306f\u3001Claude \u306b\u6e21\u3059\u524d\u306b\u4f0f\u305b\u307e\u3059\n\n**4\u756a\u76ee\u3067\u3001\u7a7a\u306e\u30cf\u30d6\u5f84\u306b\u4e00\u822c\u7684\u306a\u5024\u3092\u5165\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7a7a\u306a\u3089\u898f\u5247\u304c\u300c\u8a18\u9332\u306a\u3057\u300d\u3068\u51fa\u3057\u3066\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002**\u57cb\u3081\u308b\u3068\u3001\u30cf\u30d6\u30ea\u30f3\u30b0\u306e\u6848\u5185\u304c\u629c\u3051\u305f\u56de\u7b54\u304c\u300c\u78ba\u304b\u3081\u305f\u300d\u9854\u3067\u51fa\u3066\u3044\u304d\u307e\u3059\u3002** 3\u756a\u76ee\u3067\u8377\u91cd\u6307\u6570\u3092\u5206\u3051\u308b\u306e\u306f\u3001\u300c\u7d14\u6b63\u3088\u308a\u5c0f\u3055\u3044\u3082\u306e\u306f\u5916\u3059\u300d\u3068\u3044\u3046\u81ea\u793e\u306e\u6c7a\u307e\u308a\u3092\u6570\u5024\u3067\u5f53\u3066\u308b\u305f\u3081\u3067\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\u3068\u6ce8\u610f\u70b9\u3092\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\u5e74\u5f0f\u30fb\u578b\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u5e0c\u671b\u306e\u30b5\u30a4\u30ba\u30fb\u5546\u54c1\u306e\u756a\u53f7\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u578b\u5f0f\u3084\u30b0\u30ec\u30fc\u30c9\u3092\u8eca\u540d\u3084\u547c\u3073\u65b9\u304b\u3089\u88dc\u3046\u3053\u3068 |\n| \u5019\u88dc\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u300c\u7d14\u6b63\u3068\u540c\u3058\u300d\u300c\u78ba\u304b\u3081\u305f\u8a18\u9332\u3042\u308a\u300d\u3092\u5199\u3059 | \u5916\u5f84\u3084\u30a4\u30f3\u30bb\u30c3\u30c8\u306e\u5dee\u304b\u3089\u300c\u5165\u308b\u3068\u601d\u308f\u308c\u307e\u3059\u300d\u3068\u66f8\u304f\u3053\u3068 |\n| \u898f\u5247\u304c\u62fe\u3063\u305f\u6ce8\u610f\u70b9\u3092\u3001\u304a\u5ba2\u69d8\u306b\u5206\u304b\u308b\u8a00\u8449\u3067\u66f8\u304f | \u898f\u5247\u304c\u62fe\u3063\u3066\u3044\u306a\u3044\u6ce8\u610f\u70b9\u3092\u8db3\u3059\u3053\u3068 |\n| \u805e\u304d\u8fd4\u3059\u3079\u304d\u9805\u76ee\u3092\u307e\u3068\u3081\u308b | \u8eca\u691c\u3084\u4fdd\u5b89\u57fa\u6e96\u3078\u306e\u9069\u5408\u3092\u8ff0\u3079\u308b\u3053\u3068\u3001\u5024\u5f15\u304d\u3084\u7d0d\u671f\u3092\u7d04\u675f\u3059\u308b\u3053\u3068 |\n\n**\u300c\u8a08\u7b97\u3067\u5165\u308b\u3068\u8a00\u308f\u306a\u3044\u300d\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7dda\u3067\u3059\u3002** \u5916\u5f84\u3084\u30a4\u30f3\u30bb\u30c3\u30c8\u306e\u5dee\u306f\u6570\u5b57\u3067\u51fa\u305b\u3066\u3082\u3001**\u30d5\u30a7\u30f3\u30c0\u30fc\u3084\u30d6\u30ec\u30fc\u30ad\u306e\u30ad\u30e3\u30ea\u30d1\u30fc\u3068\u306e\u5f53\u305f\u308a\u306f\u8eca\u3054\u3068\u306b\u9055\u3044\u307e\u3059\u3002** \u547c\u3073\u65b9\u3092\u578b\u5f0f\u306b\u8aad\u307f\u66ff\u3048\u3055\u305b\u306a\u3044\u306e\u3082\u540c\u3058\u3067\u3001\u300c80\u7cfb\u300d\u306b\u306f\u8907\u6570\u306e\u578b\u5f0f\u304c\u3042\u308a\u3001**\u8aad\u307f\u66ff\u3048\u308b\u3068\u805e\u304d\u8fd4\u3059\u304d\u3063\u304b\u3051\u304c\u6d88\u3048\u307e\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\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u306e\u901a\u4fe1\u8ca9\u58f2\u306e\u4f1a\u793e\u3067\u3001\u304a\u5ba2\u69d8\u304b\u3089\u306e\u9069\u5408\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\u8eca\u4e21\u306e\u9069\u5408\u306e\u8868\u3068\u5546\u54c1\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- car_name \/ maker: \u8eca\u540d\u30fb\u30e1\u30fc\u30ab\u30fc\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- model_code: \u578b\u5f0f\u3002\u8eca\u691c\u8a3c\u306e\u578b\u5f0f\u306e\u3088\u3046\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u3060\u3051\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- nickname: \u300c30\u7cfb\u300d\u300c80\u7cfb\u300d\u306e\u3088\u3046\u306a\u547c\u3073\u65b9\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- year_raw: \u5e74\u5f0f\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300cH30\u300d\u300c2018\u5e74\u5f0f\u300d\u306a\u3069\uff09\n- grade: \u30b0\u30ec\u30fc\u30c9\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- wanted: \u5e0c\u671b\u306e\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u30fb\u30db\u30a4\u30fc\u30eb\u306e\u5bf8\u6cd5\u30fb\u30a4\u30f3\u30c1\u6570\u30fb\u5546\u54c1\u306e\u756a\u53f7\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\n- current: \u3044\u307e\u4ed8\u3044\u3066\u3044\u308b\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u306e\u8868\u793a\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\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\u30b0\u30ec\u30fc\u30c9\u3092\u3001\u8eca\u540d\u3084\u547c\u3073\u65b9\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u547c\u3073\u65b9\uff08\u3007\u3007\u7cfb\uff09\u3092\u578b\u5f0f\u306b\u7f6e\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u306e\u6570\u5b57\u3092\u76f4\u3057\u305f\u308a\u3001\u5225\u306e\u30b5\u30a4\u30ba\u306b\u8a00\u3044\u63db\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u300c\u4ed8\u304f\u304b\u300d\u306e\u5224\u65ad\u3092\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6761\u4ef6\u3092\u53d6\u308a\u51fa\u3059\u3060\u3051\u3067\u3059\u3002\n- \u304a\u5ba2\u69d8\u306e\u540d\u524d\u30fb\u4f4f\u6240\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\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\u30bf\u30a4\u30e4\u30fb\u30db\u30a4\u30fc\u30eb\u306e\u901a\u4fe1\u8ca9\u58f2\u306e\u4f1a\u793e\u3067\u3001\u9069\u5408\u306e\u554f\u3044\u5408\u308f\u305b\u3078\u306e\u56de\u7b54\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u5019\u88dc\u3011\u306f\u8eca\u4e21\u306e\u9069\u5408\u306e\u8868\u3068\u5546\u54c1\u306e\u8a18\u9332\u3001\u898f\u5247\u3067\u7167\u3089\u3057\u305f\u7d50\u679c\uff08fit_basis\uff09\u3068\u3001\u898f\u5247\u304c\u62fe\u3063\u305f\u6ce8\u610f\u70b9\u3067\u3059\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u5019\u88dc\u3054\u3068\u306b\u3001\u5546\u54c1\u540d\u30fb\u30b5\u30a4\u30ba\u30fb\u5bf8\u6cd5\u3092\u8a18\u9332\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- fit_basis \u304c same_as_oem \u306a\u3089\u300c\u7d14\u6b63\u3068\u540c\u3058\u30b5\u30a4\u30ba\u3067\u3059\u300d\u3001verified \u306a\u3089\n \u300c\u53d6\u4ed8\u3051\u3092\u78ba\u8a8d\u3057\u305f\u8a18\u9332\u304c\u3042\u308b\u30b5\u30a4\u30ba\u3067\u3059\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- fit_basis \u304c not_recorded \u306e\u5019\u88dc\u306f\u3001\u4e0b\u66f8\u304d\u306b\u66f8\u304b\u305a\u3001\u62c5\u5f53\u8005\u3078\u306e\u7533\u3057\u9001\u308a\u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6ce8\u610f\u70b9\u306f\u3010\u6ce8\u610f\u70b9\u3011\u306b\u3042\u308b\u3082\u306e\u3060\u3051\u3092\u3001\u304a\u5ba2\u69d8\u306b\u5206\u304b\u308b\u8a00\u8449\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u805e\u304d\u8fd4\u3059\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\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u300c\u8eca\u691c\u306b\u901a\u308a\u307e\u3059\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5916\u5f84\u3084\u30a4\u30f3\u30bb\u30c3\u30c8\u306e\u5dee\u304b\u3089\u3001\u5165\u308b\u304b\u3069\u3046\u304b\u3092\u63a8\u3057\u91cf\u3063\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306b\u7121\u3044\u5bf8\u6cd5\u30fb\u6ce8\u610f\u70b9\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5024\u5f15\u304d\u30fb\u5728\u5eab\u306e\u78ba\u7d04\u30fb\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\u3010\u6ce8\u610f\u70b9\u3011{cautions}\n```\n\n**\u300cnot_recorded \u306f\u4e0b\u66f8\u304d\u306b\u66f8\u304b\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001AI\u306f\u5019\u88dc\u3092\u3059\u3079\u3066\u4e26\u3079\u3001\u304a\u5ba2\u69d8\u306f\u305d\u308c\u3092\u300c\u4ed8\u304f\u3082\u306e\u300d\u3068\u8aad\u307f\u307e\u3059\u3002** \u307e\u305f\u300c\u4ed8\u304d\u307e\u3059\u300d\u3092\u7981\u3058\u3066\u3082\u300c\u304a\u53d6\u4ed8\u3051\u3044\u305f\u3060\u3051\u307e\u3059\u300d\u3068\u8a00\u3044\u63db\u3048\u308b\u306e\u3067\u3001**\u7981\u3058\u305f\u8a00\u3044\u56de\u3057\u3092 Lambda \u3067\u8abf\u3079\u3001\u898b\u3064\u304b\u308c\u3070\u4f5c\u308a\u76f4\u3057\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 \"vehicle\": { \"car_name\": \"\", \"model_code\": \"\", \"year\": \"\", \"grade\": \"\",\n \"grade_status\": \"given | ask_back\" },\n \"candidates\": [\n { \"item_no\": \"\",\n \"fit_basis\": \"same_as_oem | verified | not_recorded\",\n \"position\": \"front | rear | both\",\n \"listed\": { \"tire_size\": \"\", \"load_index\": \"\", \"rim\": \"\", \"inset\": \"\", \"pcd_holes\": \"\" },\n \"cautions\": [\"\"] }\n ],\n \"ask_back\": [\"\"],\n \"handover\": [\"\"],\n \"draft\": \"\"\n}\n```\n\nAWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001`enum` \u304c\u4f7f\u3048\u3001**\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** \u65b0\u3057\u3044\u30b9\u30ad\u30fc\u30de\u306f\u521d\u56de\u306e\u7d44\u307f\u7acb\u3066\u306b\u6700\u5927\u3067\u7d0490\u79d2\u304b\u304b\u308a\u300124\u6642\u9593\u30ad\u30e3\u30c3\u30b7\u30e5\u3055\u308c\u308b\u306e\u3067\u3001**\u671d\u306b1\u56de\u547c\u3093\u3067\u304a\u304d\u307e\u3059\u3002** `fit_basis` \u3068 `position` \u306f\u898f\u5247\u306e\u7d50\u679c\u3092\u5199\u3055\u305b\u3001**AI\u306b\u306f\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| fit_basis | \u898f\u5247 |\n|:--|:--|\n| same_as_oem | \u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u304c\u5408\u3046\u8eca\u4e21\u306e\u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\u3068\u3001\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u30fb\u30ea\u30e0\u5f84\u30fbPCD\u30fb\u7a74\u6570\u304c\u4e00\u81f4\u3059\u308b |\n| verified | \u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u7d44\u3068\u3001\u30bf\u30a4\u30e4\u30b5\u30a4\u30ba\u30fb\u30ea\u30e0\u5e45\u30fb\u30a4\u30f3\u30bb\u30c3\u30c8\u304c\u4e00\u81f4\u3059\u308b |\n| not_recorded | \u3069\u3061\u3089\u306b\u3082\u4e00\u81f4\u3057\u306a\u3044\u3002PCD\u30fb\u7a74\u6570\u304c\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u5019\u88dc\u304b\u3089\u5916\u3059 |\n| \u5916\u3059 | PCD\u30fb\u7a74\u6570\u304c\u9055\u3046\u3001\u8377\u91cd\u6307\u6570\u304c\u7d14\u6b63\u3088\u308a\u5c0f\u3055\u3044 |\n\n**\u69cb\u9020\u5316\u51fa\u529b\u306b\u3059\u308b\u7406\u7531\u306f\u3001`listed` \u3092\u5546\u54c1\u306e\u8a18\u9332\u3068 Lambda \u3067\u7167\u5408\u3067\u304d\u3001\u9055\u3048\u3070\u4f5c\u308a\u76f4\u305b\u308b\u3053\u3068\u3067\u3059\u3002** `grade_status` \u304c `ask_back` \u306a\u3089\u3001\u56de\u7b54\u306f\u805e\u304d\u8fd4\u3057\u3092\u5148\u306b\u3057\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u9069\u5408\u306e\u8868\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09 | \u6bce\u65e5\u306e\u66f8\u304d\u51fa\u3057\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u8eca\u4e21\u306e\u7d22\u5f15\u306e\u5143 |\n| \u5546\u54c1\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u6bce\u65e5\u306e\u66f8\u304d\u51fa\u3057\u3001\u4e0b\u66f8\u304d\u306e\u76f4\u524d\u306e\u5728\u5eab\u3068\u4fa1\u683c\u306e\u7167\u4f1a\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u5546\u54c1\u306e\u7d22\u5f15\u306e\u5143\u3001\u5728\u5eab\u306e\u78ba\u304b\u3081 |\n| Amazon OpenSearch Service | Lambda \u304b\u3089\u306e\u767b\u9332\u30fb\u691c\u7d22 | \u8eca\u4e21\u306e\u7d22\u5f15\u3001\u5546\u54c1\u306e\u7d22\u5f15 |\n| Amazon Bedrock | Converse API\uff08Claude\uff09 | \u8aad\u307f\u66ff\u3048\u3068\u4e0b\u66f8\u304d |\n| \u554f\u3044\u5408\u308f\u305b\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u793e\u5185\u306e\u9023\u643a\u306e\u4ed5\u7d44\u307f | \u554f\u3044\u5408\u308f\u305b\u306e\u53d7\u3051\u53d6\u308a\u3001\u4e0b\u66f8\u304d\u3068\u7533\u3057\u9001\u308a\u3092\u5185\u90e8\u306e\u30e1\u30e2\u3068\u3057\u3066\u8fd4\u3059 |\n\n**\u4e0b\u66f8\u304d\u306f\u5185\u90e8\u306e\u30e1\u30e2\u306b\u8fd4\u3057\u3001\u304a\u5ba2\u69d8\u306b\u306f\u9001\u308a\u307e\u305b\u3093\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u8eca\u4e21\u306e\u7279\u5b9a\u3092\u898b\u308b** \u2026 \u578b\u5f0f\u30fb\u5e74\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u304c\u554f\u3044\u5408\u308f\u305b\u306e\u3068\u304a\u308a\u306b\u53d6\u308a\u51fa\u3055\u308c\u3001\u6b63\u3057\u3044\u8eca\u4e21\u306e\u884c\u304c\u5f15\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u524d\u5f8c\u306e\u7d44\u3092\u898b\u308b** \u2026 \u524d\u5f8c\u3067\u9055\u3046\u30b5\u30a4\u30ba\u306e\u8eca\u3067\u306f\u3001\u5019\u88dc\u306e `position` \u304c\u524d\u3068\u5f8c\u308d\u3067\u6b63\u3057\u304f\u5206\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **\u7533\u3057\u9001\u308a\u306e\u5019\u88dc\u3092\u5224\u65ad\u3059\u308b** \u2026 `not_recorded` \u306e\u5019\u88dc\u3092\u56de\u7b54\u306b\u5165\u308c\u308b\u304b\u306f\u3001\u62c5\u5f53\u8005\u304c\u5546\u54c1\u90e8\u3068\u76f8\u8ac7\u3057\u3066\u6c7a\u3081\u307e\u3059\n4. **\u6ce8\u610f\u70b9\u3092\u78ba\u304b\u3081\u3001\u4e0b\u66f8\u304d\u3092\u76f4\u3057\u3066\u56de\u7b54\u3059\u308b** \u2026 \u5728\u5eab\u3068\u4fa1\u683c\u306e\u6848\u5185\u306f\u62c5\u5f53\u8005\u304c\u66f8\u304d\u8db3\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u62c5\u5f53\u8005\u3060\u3051\u3067\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4e00\u5ea6\u300c\u4ed8\u304f\u300d\u3068\u7b54\u3048\u305f\u30b5\u30a4\u30ba\u306f\u3001\u6b21\u304b\u3089\u78ba\u304b\u3081\u305f\u8a18\u9332\u306e\u3088\u3046\u306b\u6271\u308f\u308c\u304c\u3061\u3067\u3059\u3002**\u8a18\u9332\u306b\u8db3\u3059\u306e\u306f\u3001\u53d6\u4ed8\u3051\u5e97\u306e\u5831\u544a\u3092\u53d7\u3051\u305f\u5546\u54c1\u90e8\u3067\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8eca\u4e21\u304c\u7279\u5b9a\u3067\u304d\u306a\u3044\uff08\u8eca\u540d\u3060\u3051\uff09 | \u5e74\u5f0f\u306e\u7bc4\u56f2\u3067\u8907\u6570\u306e\u8eca\u4e21\u3092\u4e26\u3079\u3001\u578b\u5f0f\u3092\u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u4e0b\u66f8\u304d\u306b\u5165\u308c\u308b |\n| \u30b0\u30ec\u30fc\u30c9\u3067\u7d14\u6b63\u30b5\u30a4\u30ba\u304c\u9055\u3044\u3001\u30b0\u30ec\u30fc\u30c9\u304c\u7121\u3044 | \u5019\u88dc\u306f\u51fa\u3059\u304c\u3001\u56de\u7b54\u306f\u30b0\u30ec\u30fc\u30c9\u306e\u805e\u304d\u8fd4\u3057\u3092\u5148\u306b\u3059\u308b |\n| \u9069\u5408\u306e\u8868\u306b\u7121\u3044\u8eca\u7a2e | \u300c\u9069\u5408\u306e\u8a18\u9332\u306a\u3057\u300d\u3068\u7533\u3057\u9001\u308a\u3001\u5546\u54c1\u90e8\u306b\u8868\u306e\u8ffd\u52a0\u3092\u4f9d\u983c\u3059\u308b |\n| \u5e0c\u671b\u306e\u5546\u54c1\u306e PCD\u30fb\u7a74\u6570\u304c\u5408\u308f\u306a\u3044 | \u5019\u88dc\u304b\u3089\u5916\u3057\u3001\u5408\u3046\u5bf8\u6cd5\u306e\u5546\u54c1\u3092\u5019\u88dc\u306b\u51fa\u3059 |\n| \u5e0c\u671b\u304c\u7d14\u6b63\u3088\u308a\u5927\u304d\u3044\u30a4\u30f3\u30c1\u6570\u3067\u3001\u78ba\u304b\u3081\u305f\u8a18\u9332\u304c\u7121\u3044 | `not_recorded` \u3068\u3057\u3066\u7533\u3057\u9001\u308b\u3002\u4e0b\u66f8\u304d\u306b\u306f\u66f8\u304b\u306a\u3044 |\n| \u7981\u3058\u305f\u8a00\u3044\u56de\u3057\u304c\u7d9a\u304f\u30fb\u69cb\u9020\u5316\u51fa\u529b\u304c\u8fd4\u3089\u306a\u3044 | \u5019\u88dc\u306e\u4e00\u89a7\u3068\u898f\u5247\u306e\u7d50\u679c\u3060\u3051\u3092\u51fa\u3057\u3001\u6587\u306f\u62c5\u5f53\u8005\u304c\u66f8\u304f |\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- \u5f15\u3044\u305f\u8eca\u4e21\u306e\u884c\u3068\u7d44\u3001\u898f\u5247\u306e\u7167\u3089\u3057\u5408\u308f\u305b\u306e\u7d50\u679c\u3001\u62fe\u3063\u305f\u6ce8\u610f\u70b9\n- 2\u56de\u76ee\u306e JSON\u3001\u7981\u3058\u305f\u8a00\u3044\u56de\u3057\u306e\u691c\u67fb\u306e\u7d50\u679c\u3001\u62c5\u5f53\u8005\u304c\u76f4\u3057\u305f\u7b87\u6240\n- \u56de\u7b54\u3057\u305f\u5546\u54c1\u3068\u3001\u305d\u306e\u5f8c\u306e\u8fd4\u54c1\u306e\u6709\u7121\u3068\u7406\u7531\u3001\u53d6\u4ed8\u3051\u5e97\u304b\u3089\u306e\u5831\u544a\n\n**`same_as_oem` \u306a\u306e\u306b\u8fd4\u54c1\u306b\u306a\u3063\u305f\u7d44\u304c\u7d9a\u304f\u306a\u3089\u3001\u5e74\u306e\u9014\u4e2d\u306e\u5909\u66f4\u304c\u8868\u306b\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u3002** \u5546\u54c1\u90e8\u306b\u884c\u3092\u5206\u3051\u3066\u3082\u3089\u3044\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306e\u9069\u5408\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08\u3059\u3050\u7b54\u3048\u3089\u308c\u305f\u3082\u306e\u3001\u805e\u304d\u8fd4\u3057\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\u5546\u54c1\u3068\u3001\u8fd4\u54c1\u306e\u6709\u7121\u3092\u66f8\u304d\u51fa\u3059\n3. \u9069\u5408\u306e\u8868\u306e\u3046\u3061\u300130\u4ef6\u306b\u51fa\u3066\u304f\u308b\u8eca\u7a2e\u306e\u884c\u3092\u8868\u8a08\u7b97\u306b\u5199\u3057\u3001\u524d\u5f8c\u3068\u30b0\u30ec\u30fc\u30c9\u306e\u7d44\u30921\u884c\u305a\u3064\u306b\u5206\u3051\u308b\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\u5e74\u5f0f\u30fb\u578b\u5f0f\u30fb\u30b0\u30ec\u30fc\u30c9\u30fb\u5e0c\u671b\u306e\u30b5\u30a4\u30ba\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u547c\u3073\u65b9\u3092\u578b\u5f0f\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\u5546\u54c1\u306e\u5bf8\u6cd5\u3068\u898b\u6bd4\u3079\u308b\n6. \u8fd4\u54c1\u306b\u306a\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u306b\u3064\u3044\u3066\u3001\u8868\u306e\u3069\u306e\u7d44\u3092\u898b\u3066\u3044\u308c\u3070\u6b62\u3081\u3089\u308c\u305f\u304b\u3092\u898b\u308b\n\n**3\u756a\u76ee\u3067\u7d44\u30921\u884c\u305a\u3064\u306b\u5206\u3051\u308b\u306e\u304c\u3001`nested` \u306e\u7df4\u7fd2\u306b\u306a\u308a\u307e\u3059\u3002** \u524d\u5f8c\u304c1\u884c\u306b\u4e26\u3093\u3067\u3044\u308b\u8868\u306e\u307e\u307e\u3060\u3068\u3001**\u624b\u3067\u898b\u6bd4\u3079\u3066\u3082\u524d\u3068\u5f8c\u308d\u3092\u53d6\u308a\u9055\u3048\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u56de\u7b54\u3068\u540c\u3058\u5019\u88dc\u304c\u3001\u7d44\u3092\u5d29\u3055\u305a\u306b\u51fa\u305f | **OpenSearch \u306e\u7d22\u5f15\u306b\u9032\u3080** |\n| \u547c\u3073\u65b9\u3092\u578b\u5f0f\u306b\u7f6e\u304d\u63db\u3048\u305f\u30fb\u30b0\u30ec\u30fc\u30c9\u3092\u88dc\u3063\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u9069\u5408\u306e\u8868\u306b\u30cf\u30d6\u5f84\u3084\u5ea7\u9762\u306e\u5f62\u304c\u7121\u3044\u884c\u304c\u591a\u3044 | **\u8868\u306e\u6574\u5099\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\u9069\u5408\u306e\u8868\u3092\u5f15\u304f \uff0f \u554f\u3044\u5408\u308f\u305b\u306e\u6574\u7406","semi_auto_setup":"\u4e0a\u8a18\uff0bOpenSearch \u306b\u8eca\u4e21\u3068\u5546\u54c1\u306e\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u7d44\u3092\u5d29\u3055\u305a\u306b\u578b\u5f0f\u3068\u5e74\u5f0f\u3067\u5f15\u3051\u308b\u3088\u3046\u306b\u3059\u308b \uff0f \u9069\u5408\u306e\u8868\u306e\u691c\u7d22","full_setup":"\u4e0a\u8a18\uff0b\u898f\u5247\u3067 `fit_basis` \u3068\u6ce8\u610f\u70b9\u3092\u4ed8\u3051\u3001\u805e\u304d\u8fd4\u3057\u3092\u66f8\u3044\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\u4ef68\u5206\u304c5\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8a72\u5f53\u884c\u3092\u63a2\u3059\u6642\u9593\u306f\u307b\u307c\u306a\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u5546\u54c1\u306e\u5bf8\u6cd5\u3068\u306e\u898b\u6bd4\u3079\u3068\u3001\u6ce8\u610f\u70b9\u3092\u66f8\u304f\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30673\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\u8eca\u7a2e\u3067\u8868\u306e\u884c\u304c\u8db3\u308a\u306a\u3044\u304b\u3001\u3069\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u578b\u5f0f\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u304b\u304c\u6b8b\u308a\u307e\u3059\u3002**\u8868\u3068\u6ce8\u610f\u70b9\u306e\u8868\u3092\u305d\u3053\u3067\u76f4\u3057\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001`not_recorded` \u306b\u56de\u308b\u4ef6\u6570\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u524d\u8f2a\u306e\u30b5\u30a4\u30ba\u3068\u5f8c\u8f2a\u306e\u5bf8\u6cd5\u304c\u307e\u305c\u3066\u4e00\u81f4\u3059\u308b | \u7d14\u6b63\u30b5\u30a4\u30ba\u306e\u7d44\u3092 `nested` \u306b\u3057\u3001`inner_hits` \u3067\u4e00\u81f4\u3057\u305f\u7d44\u3060\u3051\u3092\u4f7f\u3046 |\n| \u300c225\/45ZR17\u300d\u3068\u300c225\/45R17\u300d\u304c\u5225\u306e\u30b5\u30a4\u30ba\u306b\u306a\u308b | normalizer \u3067\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3001\u901f\u5ea6\u8a18\u53f7\u3068\u8377\u91cd\u6307\u6570\u306f\u5225\u306e\u9805\u76ee\u306b\u5206\u3051\u308b |\n| \u578b\u5f0f\u306e\u8a18\u53f7\u306e\u6709\u7121\u3067\u8eca\u4e21\u304c\u5f15\u3051\u306a\u3044 | normalizer \u3067\u5148\u982d\u306e\u8a18\u53f7\u3092\u5916\u3057\u3001\u7d22\u5f15\u3068\u554f\u3044\u5408\u308f\u305b\u306e\u4e21\u65b9\u306b\u304b\u3051\u308b |\n| \u7a7a\u306e\u30cf\u30d6\u5f84\u3092\u4e00\u822c\u7684\u306a\u5024\u3067\u57cb\u3081\u308b | \u7a7a\u306e\u307e\u307e\u6301\u3061\u3001\u898f\u5247\u3067\u300c\u8a18\u9332\u306a\u3057\u300d\u3092\u51fa\u3059 |\n| \u547c\u3073\u65b9\u304b\u3089\u578b\u5f0f\u3092\u6c7a\u3081\u308b | \u6307\u793a\u3067\u7981\u3058\u3001\u547c\u3073\u65b9\u306f\u5225\u306e\u9805\u76ee\u306b\u5199\u3059 |\n| AI\u304c\u5916\u5f84\u306e\u5dee\u304b\u3089\u300c\u5165\u308a\u307e\u3059\u300d\u3068\u66f8\u304f | \u6307\u793a\u3067\u7981\u3058\u3001\u7981\u3058\u305f\u8a00\u3044\u56de\u3057\u3092 Lambda \u3067\u691c\u67fb\u3059\u308b |\n| \u5e74\u306e\u9014\u4e2d\u306e\u5909\u66f4\u3092\u53d6\u308a\u9055\u3048\u308b | \u9069\u5408\u306e\u8868\u306e\u5e74\u5f0f\u306e\u7bc4\u56f2\u3092\u6708\u307e\u3067\u6301\u3061\u3001\u5883\u76ee\u306e\u5e74\u306f\u30b0\u30ec\u30fc\u30c9\u3068\u4e00\u7dd2\u306b\u805e\u304d\u8fd4\u3059 |\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\u304b\u30896\u884c\u76ee\u306f\u3001**\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u3001\u305d\u308c\u3089\u3057\u3044\u5024\u3084\u63a8\u3057\u91cf\u308a\u3067\u57cb\u3081\u3066\u3057\u307e\u3046\u5931\u6557**\u3067\u3001\u8fd4\u54c1\u3068\u53d6\u4ed8\u3051\u5e97\u3067\u306e\u4f5c\u696d\u306e\u6b62\u307e\u308a\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u304a\u5ba2\u69d8\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\uff08\u540d\u524d\u3001\u9023\u7d61\u5148\u3001\u8eca\u306e\u60c5\u5831\u3001\u3068\u304d\u306b\u8eca\u691c\u8a3c\u306e\u5199\u3057\uff09\u3001\u9069\u5408\u306e\u8868\u3001\u5546\u54c1\u306e\u8a18\u9332\u3067\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u306b\u306f\u3001\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u3084\u4f4f\u6240\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 \u540d\u524d\u3001\u4f4f\u6240\u3001\u96fb\u8a71\u756a\u53f7\u3001\u8eca\u306e\u30ca\u30f3\u30d0\u30fc\u306f\u3001Claude \u306b\u6e21\u3059\u524d\u306b\u4f0f\u305b\u307e\u3059\u3002\u8eca\u691c\u8a3c\u306e\u5199\u3057\u306e\u753b\u50cf\u306f\u751f\u6210AI\u306b\u6e21\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u578b\u5f0f\u3092\u8aad\u3093\u3067\u6253\u3061\u8fbc\u307f\u307e\u3059\n2. **\u9069\u5408\u3092\u8a00\u3044\u5207\u3089\u306a\u3044** \u2026 \u56de\u7b54\u306f\u300c\u7d14\u6b63\u3068\u540c\u3058\u300d\u300c\u78ba\u304b\u3081\u305f\u8a18\u9332\u3042\u308a\u300d\u306e\u6839\u62e0\u3067\u3001\u300c\u4ed8\u304d\u307e\u3059\u300d\u300c\u8eca\u691c\u306b\u901a\u308a\u307e\u3059\u300d\u3068\u306f\u66f8\u304d\u307e\u305b\u3093\n3. **\u8eca\u691c\u3084\u4fdd\u5b89\u57fa\u6e96\u3078\u306e\u9069\u5408\u306f\u6271\u308f\u306a\u3044** \u2026 \u5224\u65ad\u306f\u53d6\u4ed8\u3051\u5e97\u3068\u691c\u67fb\u306e\u5074\u306e\u4ed5\u4e8b\u3067\u3059\u3002\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u3001\u81ea\u793e\u306e\u9069\u5408\u306e\u8a18\u9332\u3068\u306e\u4e00\u81f4\u3060\u3051\u3067\u3059\n4. **\u78ba\u304b\u3081\u305f\u8a18\u9332\u3092\u8db3\u3059\u62c5\u5f53\u3092\u6c7a\u3081\u308b** \u2026 \u8aa4\u3063\u305f\u8a18\u9332\u304c\u5165\u308b\u3068\u3001\u4ed8\u304b\u306a\u3044\u7d44\u304c `verified` \u3068\u3057\u3066\u51fa\u307e\u3059\u3002**\u53d6\u4ed8\u3051\u5e97\u304b\u3089\u306e\u5831\u544a\u3092\u5546\u54c1\u90e8\u304c\u78ba\u304b\u3081\u3066\u304b\u3089\u8db3\u3057\u307e\u3059**\n5. **\u7d22\u5f15\u3078\u306e\u63a5\u7d9a\u3092\u9650\u308b** \u2026 OpenSearch \u306e\u30c9\u30e1\u30a4\u30f3\u306b\u306f\u3001Lambda \u3068\u304a\u5ba2\u69d8\u7a93\u53e3\u306e\u62c5\u5f53\u3060\u3051\u304c\u63a5\u7d9a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n6. **\u4e0b\u66f8\u304d\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u4ed8\u304b\u306a\u3044\u7d44\u3092\u4ed8\u304f\u3082\u306e\u3068\u3057\u3066\u6848\u5185\u3057\u3066\u8fd4\u54c1\u3068\u53d6\u4ed8\u3051\u306e\u4e2d\u65ad\u306b\u306a\u308b\u3053\u3068\u3001\u8a18\u9332\u306e\u7121\u3044\u30b5\u30a4\u30ba\u3092\u63a8\u3057\u91cf\u308a\u3067\u52e7\u3081\u308b\u3053\u3068\u3001\u304a\u5ba2\u69d8\u306e\u60c5\u5831\u304c\u5916\u3078\u51fa\u308b\u3053\u3068\u306e3\u3064\u3067\u3059\u3002** \u7d44\u3092\u5d29\u3055\u306a\u3044\u7d22\u5f15\u3001\u6839\u62e0\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":"\u30bf\u30a4\u30e4\u3068\u30db\u30a4\u30fc\u30eb\u3092\u81ea\u793e\u306e\u30b5\u30a4\u30c8\u3084\u30e2\u30fc\u30eb\u3067\u901a\u4fe1\u8ca9\u58f2\u3057\u3001\u300c\u81ea\u5206\u306e\u8eca\u306b\u4ed8\u304f\u304b\u300d\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u6bce\u6708\u6570\u767e\u4ef6\u5c4a\u304f\u4f1a\u793e\u3002\u8eca\u4e21\u3054\u3068\u306e\u7d14\u6b63\u30b5\u30a4\u30ba\u3068\u30db\u30a4\u30fc\u30eb\u306e\u53d6\u4ed8\u3051\u5bf8\u6cd5\u3001\u81ea\u793e\u3067\u53d6\u4ed8\u3051\u3092\u78ba\u304b\u3081\u305f\u8a18\u9332\u3092\u8868\u3067\u6301\u3063\u3066\u3044\u308b\u306e\u306b\u3001\u62c5\u5f53\u8005\u304c\u578b\u5f0f\u3084\u30b0\u30ec\u30fc\u30c9\u3092\u898b\u6bd4\u3079\u3066\u7b54\u3048\u3066\u3044\u3066\u3001\u7b54\u3048\u304c\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u9055\u3046\u5834\u5408\u3002\u524d\u5f8c\u3067\u9055\u3046\u30b5\u30a4\u30ba\u306e\u8eca\u3084\u30b0\u30ec\u30fc\u30c9\u3067\u7d14\u6b63\u30b5\u30a4\u30ba\u304c\u9055\u3046\u8eca\u306e\u53d6\u308a\u9055\u3048\u3067\u3001\u8fd4\u54c1\u304c\u51fa\u3066\u3044\u308b\u5834\u5408\u3002AWS 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Normalizers](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_analyzers\/normalizers.md) | 2026-10-27 |\n| `nested` \u306e\u554f\u3044\u5408\u308f\u305b\u304c\u5404\u30cd\u30b9\u30c8\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u5225\u306e\u6587\u66f8\u306e\u3088\u3046\u306b\u7167\u3089\u3057\u3066\u89aa\u3092\u8fd4\u3059\u3053\u3068\u3002\u7d22\u5f15\u306b `nested` \u306e\u9805\u76ee\u304c\u8981\u308b\u3053\u3068\u3002`inner_hits` \u3067\u4e00\u81f4\u3057\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u304c\u8fd4\u308b\u3053\u3068\u3002`score_mode` \u306e\u65e2\u5b9a\u304c `avg` \u3067\u3042\u308b\u3053\u3068 | [OpenSearch: Nested query](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_query-dsl\/joining\/nested.md) | 2026-10-27 |\n| `bool` \u306e `filter` \u304c\u70b9\u6570\u306b\u95a2\u308f\u3089\u306a\u3044\u7d5e\u308a\u8fbc\u307f\u3067\u3001`should` 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Bedrock\uff09](https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/structured-output.html) | 2026-10-27 |\n\n**\u305d\u306e\u8eca\u306b\u4ed8\u304f\u304b\u306e\u6700\u7d42\u7684\u306a\u78ba\u8a8d\u3001\u8eca\u691c\u3084\u4fdd\u5b89\u57fa\u6e96\u3078\u306e\u9069\u5408\u3001\u8d70\u884c\u306e\u5b89\u5168\u306b\u95a2\u308f\u308b\u5224\u65ad\u306f\u3001\u62c5\u5f53\u8005\u3068\u53d6\u4ed8\u3051\u5e97\u304c\u884c\u3063\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** 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