{"id":17206,"date":"2026-10-29T09:08:56","date_gmt":"2026-10-29T00:08:56","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/fastener-spec-search\/"},"modified":"2026-10-29T09:08:56","modified_gmt":"2026-10-29T00:08:56","slug":"fastener-spec-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/fastener-spec-search\/","title":{"rendered":"\u306d\u3058\u30fb\u30d5\u30a1\u30b9\u30ca\u30fc\u306e\u5546\u793e\u306e\u55b6\u696d\u304c\u3001\u5ba2\u5148\u304b\u3089\u306e\u547c\u3073\u5f84\u30fb\u9577\u3055\u30fb\u6750\u8cea\u306e\u3042\u3044\u307e\u3044\u306a\u554f\u3044\u5408\u308f\u305b\u3092 OpenSearch \u3067\u5f15\u304d\u3001\u5408\u3046\u54c1\u756a\u306e\u5019\u88dc\u3068\u5916\u308c\u305f\u6761\u4ef6\u3092\u4e26\u3079\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u5ba2\u5148\u304b\u3089\u5c4a\u304f\u300cM6\u306e\u30ad\u30e3\u30c3\u30d7\u3001\u30b9\u30c6\u30f3\u3001\u9577\u305520\u304f\u3089\u3044\u300d\u306e\u3088\u3046\u306a\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u306b\u8aad\u307f\u66ff\u3048\u3001\u54c1\u756a\u306e\u5019\u88dc\u3092\u63a2\u3057\u307e\u3059\u3002\u5019\u88dc\u3054\u3068\u306b\u3001\u5408\u3063\u305f\u6761\u4ef6\u3068\u5916\u308c\u305f\u6761\u4ef6\u3001\u78ba\u304b\u3081\u308b\u70b9\u3092\u4e26\u3079\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-2173","platform_main":"OpenSearch","publish_date":"","last_updated":"2026-10-29","tech_verified_date":"2026-10-28","trigger":"**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u6bce\u6669\u306e\u54c1\u756a\u3068\u5728\u5eab\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u55b6\u696d\u306e\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u3067\u3059\u3002**\n\n\u53d6\u308a\u8fbc\u307f\u306f\u3001\u8ca9\u58f2\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u54c1\u756a\u306e\u8ffd\u52a0\u3068\u5728\u5eab\u306e\u5909\u5316\u3092\u66f8\u304d\u51fa\u3057\u3066\u3001\u7d22\u5f15\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\u7d22\u5f15\u306e\u5728\u5eab\u306f\u300c\u3042\u308b\u304b\u7121\u3044\u304b\u300d\u306e\u76ee\u5b89\u306b\u3060\u3051\u4f7f\u3044\u3001\u8fd4\u4e8b\u306b\u66f8\u304f\u6570\u306f\u5fc5\u305a\u7167\u4f1a\u3067\u53d6\u308a\u76f4\u3057\u307e\u3059\u3002** \u65e5\u4e2d\u306e\u51fa\u8377\u3067\u5728\u5eab\u306f\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002\n\n\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u306f\u3001\u55b6\u696d\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\u55b6\u696d\u304c\u8aad\u3093\u3067\u6253\u3061\u8fbc\u307f\u307e\u3059\u3002** \u547c\u3073\u65b9\u306e\u8f9e\u66f8\u306f\u3001\u65b0\u3057\u3044\u547c\u3073\u65b9\u304c\u898b\u3064\u304b\u308b\u305f\u3073\u306b\u8868\u306b\u8db3\u3057\u3001\u6708\u306b1\u56de\u307e\u3068\u3081\u3066\u7d22\u5f15\u306b\u9069\u7528\u3057\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u554f\u3044\u5408\u308f\u305b | \u5ba2\u5148\u306e\u8a00\u8449\u306e\u307e\u307e\u306e\u672c\u6587\u3001\u307e\u305f\u306f\u96fb\u8a71\u306e\u30e1\u30e2 | \u55b6\u696d\u304c\u8cbc\u308b\u30fb\u6253\u3061\u8fbc\u3080 |\n| \u54c1\u756a | \u54c1\u756a\u3001\u54c1\u540d\u3001\u547c\u3073\u5f84\u3001\u30d4\u30c3\u30c1\u3001\u9577\u3055\uff08mm\uff09\u3001\u6750\u8cea\u3001\u8868\u9762\u51e6\u7406\u3001\u306d\u3058\u90e8\u306e\u5f62\uff08\u5168\u306d\u3058\u30fb\u534a\u306d\u3058\uff09\u3001\u898f\u683c | \u54c1\u756a\u306e\u8a18\u9332 |\n| \u5728\u5eab | \u54c1\u756a\u3054\u3068\u306e\u5728\u5eab\u306e\u6570\u3001\u5165\u8377\u306e\u4e88\u5b9a | \u5728\u5eab\u306e\u8a18\u9332\uff08\u7167\u4f1a\uff09 |\n| \u547c\u3073\u65b9\u306e\u8f9e\u66f8 | \u300c\u30ad\u30e3\u30c3\u30d7\u300d\u300c\u30ad\u30e3\u30c3\u30d7\u30dc\u30eb\u30c8\u300d\u2192\u516d\u89d2\u7a74\u4ed8\u304d\u30dc\u30eb\u30c8\u3001\u300c\u30b9\u30c6\u30f3\u300d\u300cSUS\u300d\u2192\u30b9\u30c6\u30f3\u30ec\u30b9 \u306a\u3069\u306e\u8a00\u3044\u63db\u3048 | \u55b6\u696d\u3067\u4f5c\u308b\u8868 |\n| \u8f9e\u66f8\u306b\u5165\u308c\u306a\u3044\u8a9e\u306e\u4e00\u89a7 | \u300c\u4e26\u76ee\u300d\u3068\u300c\u7d30\u76ee\u300d\u3001\u300cSUS304\u300d\u3068\u300cSUS316\u300d\u3001\u30df\u30ea\u306d\u3058\u3068\u30a4\u30f3\u30c1\u306d\u3058\u306a\u3069\u3001\u8fd1\u304f\u3066\u3082\u5225\u306e\u54c1\u306e\u8a9e | \u55b6\u696d\u3067\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u54c1\u756a\u306e\u8a18\u9332\u306e\u30d4\u30c3\u30c1\u3068\u6750\u8cea\u306e\u9805\u76ee\u3067\u3059\u3002** \u30d4\u30c3\u30c1\u304c\u7a7a\u306e\u54c1\u756a\u306f\u3001\u4e26\u76ee\u304b\u7d30\u76ee\u304b\u3092\u5019\u88dc\u306e\u6642\u70b9\u3067\u793a\u305b\u307e\u305b\u3093\u3002**\u53d6\u308a\u8fbc\u307f\u306e\u3068\u304d\u306b\u7a7a\u306e\u6570\u3092\u6570\u3048\u3001\u7a7a\u306e\u54c1\u756a\u306f\u753b\u9762\u306b\u300c\u30d4\u30c3\u30c1\u306e\u8a18\u9332\u306a\u3057\u300d\u3068\u51fa\u3057\u307e\u3059\u3002**\n\n**\u5ba2\u5148\u306e\u4f1a\u793e\u540d\u3068\u62c5\u5f53\u8005\u540d\u306f\u3001\u751f\u6210AI\u306b\u6e21\u3057\u307e\u305b\u3093\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u672c\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u4f0f\u305b\u3001\u4ed5\u69d8\u306e\u8a00\u8449\u3068\u6570\u91cf\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u3069\u3046\u53d6\u308b\u304b |\n|:--|:--|:--|\n| \u547c\u3073\u65b9\u304c\u5408\u3046\u54c1\u756a | \u54c1\u756a\u306e\u7d22\u5f15 | `must` \u306e `match`\uff08`name`\u3002\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u547c\u3073\u65b9\u306e\u8f9e\u66f8\u3092\u4f7f\u3046\uff09 |\n| \u547c\u3073\u5f84\u304c\u5408\u3046\u54c1\u756a | \u54c1\u756a\u306e\u7d22\u5f15 | `filter` \u306e `term`\uff08`size`\uff09 |\n| \u9577\u3055\u304c\u5e45\u306b\u5165\u308b\u54c1\u756a | \u54c1\u756a\u306e\u7d22\u5f15 | `filter` \u306e `range`\uff08`length_mm`\uff09 |\n| \u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u30fb\u30d4\u30c3\u30c1 | \u54c1\u756a\u306e\u7d22\u5f15 | `should` \u306e `term`\uff08\u305d\u308c\u305e\u308c\u306b `_name` \u3092\u4ed8\u3051\u308b\uff09 |\n| \u5408\u3063\u305f\u6761\u4ef6 | \u691c\u7d22\u306e\u7d50\u679c | \u5404\u5019\u88dc\u306e `matched_queries` |\n\n**\u547c\u3073\u65b9\u306e\u8f9e\u66f8\u306f `synonym_graph` \u3067\u3001\u691c\u7d22\u306e\u5206\u6790\u5668\u306b\u3060\u3051\u4f7f\u3044\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`synonym_graph` \u306f**\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u3060\u3051\u4f7f\u3046**\u3079\u304d\u3067\u3001\u7d22\u5f15\u306e\u5206\u6790\u5668\u3067\u4f7f\u3046\u3068\u8907\u6570\u306e\u8a9e\u306e\u540c\u7fa9\u8a9e\u304c\u5f8c\u308d\u306e\u8a9e\u306e\u4f4d\u7f6e\u3092\u305a\u3089\u3059\u3001\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8f9e\u66f8\u306f S3 \u306b\u7f6e\u304d\u3001OpenSearch Service \u306e\u30ab\u30b9\u30bf\u30e0\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3093\u3067\u3001`synonyms_path` \u306b `analyzers\/<\u30d1\u30c3\u30b1\u30fc\u30b8\u306e ID>` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n\n**\u8f9e\u66f8\u3092\u66f4\u65b0\u3059\u308b\u3068\u304d\u306f\u3001S3 \u306b\u7f6e\u304f\u3060\u3051\u3067\u306f\u8db3\u308a\u307e\u305b\u3093\u3002** AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001S3 \u306b\u65b0\u3057\u3044\u7248\u3092\u7f6e\u3044\u3066\u3082 OpenSearch Service \u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u81ea\u52d5\u3067\u306f\u66f4\u65b0\u3055\u308c\u305a\u3001**\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f4\u65b0\u3057\u3066\u30c9\u30e1\u30a4\u30f3\u306b\u9069\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`updateable: true` \u306f\u691c\u7d22\u306e\u5206\u6790\u5668\u306b\u3060\u3051\u4f7f\u3048\u3001\u5f8c\u304b\u3089\u691c\u7d22\u306e\u5206\u6790\u5668\u3092\u81ea\u52d5\u3067\u66f4\u65b0\u3057\u305f\u3044\u3068\u304d\u306b\u8981\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u5408\u3063\u305f\u6761\u4ef6\u306f\u3001\u540d\u524d\u4ed8\u304d\u306e\u691c\u7d22\u3067\u62fe\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u3069\u306e\u691c\u7d22\u306e\u53e5\u306b\u3082 `_name` \u3092\u4ed8\u3051\u3089\u308c\u3001\u6587\u66f8\u304c\u4e00\u81f4\u3059\u308b\u3068\u3001**\u4e00\u81f4\u306b\u304b\u304b\u308f\u3063\u305f\u53e5\u306e\u540d\u524d\u304c `matched_queries` \u306e\u914d\u5217\u3067\u8fd4\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u30fb\u30d4\u30c3\u30c1\u306e\u53e5\u306b\u540d\u524d\u3092\u4ed8\u3051\u3001\u8fd4\u3063\u3066\u3053\u306a\u304b\u3063\u305f\u540d\u524d\u3092\u300c\u5916\u308c\u305f\u6761\u4ef6\u300d\u3068\u3057\u307e\u3059\u3002**\n\n```json\nGET \/fasteners\/_search\n{\n  \"size\": 15,\n  \"_source\": [\"item_no\", \"name\", \"size\", \"pitch\", \"length_mm\", \"material\",\n              \"surface\", \"thread\", \"in_stock\"],\n  \"query\": { \"bool\": {\n    \"must\": [\n      { \"match\": { \"name\": \"\u30ad\u30e3\u30c3\u30d7\" } } ],\n    \"filter\": [\n      { \"term\":  { \"size\": \"M6\" } },\n      { \"range\": { \"length_mm\": { \"gte\": 18, \"lte\": 22 } } } ],\n    \"should\": [\n      { \"term\": { \"material\": { \"value\": \"sus304\",  \"_name\": \"material\" } } },\n      { \"term\": { \"thread\":   { \"value\": \"full\",    \"_name\": \"thread\" } } },\n      { \"term\": { \"length_mm\": { \"value\": 20,      \"_name\": \"length_exact\" } } },\n      { \"term\": { \"in_stock\": { \"value\": true,     \"_name\": \"in_stock\" } } } ] } }\n}\n```\n\n**`should` \u306e\u53e5\u306f\u3001\u4e00\u81f4\u3057\u306a\u304f\u3066\u3082\u5019\u88dc\u304b\u3089\u5916\u308c\u307e\u305b\u3093\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`bool` \u306b `must` \u304b `filter` \u304c\u3042\u308b\u3068 `minimum_should_match` \u306e\u65e2\u5b9a\u306f0\u3067\u3001**`should` \u306e\u53e5\u306b\u4e00\u81f4\u3057\u306a\u304f\u3066\u3082\u6587\u66f8\u306f\u8fd4\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4e00\u81f4\u3057\u305f `should` \u306e\u53e5\u306f\u70b9\u6570\u3092\u4e0a\u3052\u308b\u306e\u3067\u3001\u6761\u4ef6\u306e\u591a\u304f\u5408\u3046\u54c1\u756a\u304c\u4e0a\u306b\u6765\u307e\u3059\u3002**\n\n**\u30d4\u30c3\u30c1\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304d\u3060\u3051 `should` \u306b\u5165\u308c\u307e\u3059\u3002** \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u53e5\u3092\u4f5c\u3089\u305a\u3001\u78ba\u304b\u3081\u308b\u70b9\u306b\u56de\u3057\u307e\u3059\uff08\u7b2c7\u7ae0\u300c\u524d\u51e6\u7406\u300d\uff09\u3002\n\n**\u8f9e\u66f8\u306b\u5165\u308c\u306a\u3044\u8a9e\u306e\u4e00\u89a7\u3092\u3001\u8f9e\u66f8\u3092\u4f5c\u308b\u3068\u304d\u306b\u5fc5\u305a\u898b\u307e\u3059\u3002** \u300c\u4e26\u76ee\u300d\u3068\u300c\u7d30\u76ee\u300d\u3092\u540c\u3058\u8a9e\u306b\u3059\u308b\u3068\u3001\u7d30\u76ee\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u4e26\u76ee\u306e\u54c1\u756a\u304c\u540c\u3058\u70b9\u6570\u3067\u51fa\u307e\u3059\u3002**\u547c\u3073\u65b9\u304c\u8fd1\u304f\u3066\u3082\u54c1\u306e\u9055\u3046\u8a9e\u306f\u3001\u8f9e\u66f8\u306e\u5916\u306b\u7f6e\u304d\u307e\u3059\u3002**","preprocessing":"1. **\u547c\u3073\u5f84\u3092\u305d\u308d\u3048\u308b** \u2026 \u300cM6\u300d\u300cm6\u300d\u300c6mm\u300d\u300c\uff2d\uff16\u300d\u3092 `M6` \u306b\u3057\u307e\u3059\u3002\u30a4\u30f3\u30c1\u306e\u547c\u3073\uff08\u300c3\/8\u300d\u300c1\/4\u300d\u306a\u3069\uff09\u306f `inch_3\/8` \u306e\u3088\u3046\u306b\u5225\u306e\u533a\u5206\u306b\u3057\u3001\u30df\u30ea\u306d\u3058\u3068\u6df7\u305c\u307e\u305b\u3093\n2. **\u30d4\u30c3\u30c1\u3092\u533a\u5206\u306b\u3059\u308b** \u2026 \u300c\u4e26\u76ee\u300d\u300c\u7d30\u76ee\u300d\u300cP1.0\u300d\u3092\u533a\u5206\u306b\u3057\u307e\u3059\u3002**\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `unknown` \u306b\u3057\u3001\u4e26\u76ee\u3068\u898b\u306a\u3057\u307e\u305b\u3093**\n3. **\u9577\u3055\u3092\u6570\u306b\u3059\u308b** \u2026 \u300c\u9577\u305520\u300d\u300cL=20\u300d\u300c20mm\u300d\u3092 20 \u306b\u3057\u3001\u300c\u304f\u3089\u3044\u300d\u300c\u524d\u5f8c\u300d\u304c\u4ed8\u3044\u3066\u3044\u308c\u3070\u5e45\u3092\u4ed8\u3051\u307e\u3059\uff08\u65e2\u5b9a\u306f\u524d\u5f8c2mm\uff09\n4. **\u6750\u8cea\u3068\u8868\u9762\u51e6\u7406\u3092\u533a\u5206\u306b\u3059\u308b** \u2026 \u300c\u30b9\u30c6\u30f3\u300d\u300cSUS\u300d\u306f\u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u533a\u5206\u306b\u3057\u3001\u300cSUS304\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u305d\u306e\u533a\u5206\u307e\u3067\u7d30\u304b\u304f\u3057\u307e\u3059\n5. **\u306d\u3058\u90e8\u306e\u5f62\u3092\u533a\u5206\u306b\u3059\u308b** \u2026 \u300c\u5168\u306d\u3058\u300d\u300c\u5168\u30cd\u30b8\u300d\u3092 `full`\u3001\u300c\u534a\u306d\u3058\u300d\u3092 `half` \u306b\u3057\u307e\u3059\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `unknown` \u306b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3067\u4e26\u76ee\u3068\u898b\u306a\u3055\u306a\u3044\u306e\u304c\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u3092\u9632\u304e\u307e\u3059\u3002** \u547c\u3073\u5f84\u3060\u3051\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u591a\u304f\u3001\u6163\u308c\u305f\u55b6\u696d\u307b\u3069\u4e26\u76ee\u3068\u601d\u3044\u8fbc\u307f\u307e\u3059\u3002**`unknown` \u306e\u554f\u3044\u5408\u308f\u305b\u306b\u306f\u3001\u78ba\u304b\u3081\u308b\u70b9\u306b\u300c\u30d4\u30c3\u30c1\uff08\u4e26\u76ee\u304b\u7d30\u76ee\u304b\uff09\u300d\u3092\u5fc5\u305a\u5165\u308c\u307e\u3059\u3002**\n\n**4\u756a\u76ee\u3067\u300c\u30b9\u30c6\u30f3\u300d\u3092\u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u533a\u5206\u306b\u3068\u3069\u3081\u308b\u306e\u306f\u3001\u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u4e2d\u306e\u533a\u5206\u3092\u63a8\u3057\u91cf\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u304c\u300c\u30b9\u30c6\u30f3\u300d\u3060\u3051\u306a\u3089\u3001SUS304 \u3082 SUS316 \u3082\u300c\u6750\u8cea\u306f\u5408\u3046\u300d\u3068\u51fa\u3057\u3001**\u78ba\u304b\u3081\u308b\u70b9\u306b\u300c\u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u7a2e\u985e\u300d\u3092\u5165\u308c\u307e\u3059\u3002** \u54c1\u756a\u306e\u8a18\u9332\u306e\u6750\u8cea\u306e\u9805\u76ee\u306f\u3001\u7d30\u304b\u3044\u533a\u5206\u306e\u307e\u307e\u6301\u3061\u307e\u3059\u3002\n\n**3\u756a\u76ee\u306e\u5e45\u306f\u3001\u55b6\u696d\u304c\u753b\u9762\u3067\u5909\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u9577\u3055\u306e\u6c7a\u307e\u3063\u305f\u54c1\u306e\u6ce8\u6587\u3067\u5e45\u3092\u5e83\u3052\u3059\u304e\u308b\u3068\u3001\u5408\u308f\u306a\u3044\u9577\u3055\u306e\u54c1\u756a\u304c\u4e0a\u306b\u6765\u307e\u3059\u3002","ai_processing":"**AI\u306e\u4ed5\u4e8b\u306f2\u3064\u3067\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u3092\u4ed5\u69d8\u306e\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u308b\u3053\u3068\u3068\u3001\u5019\u88dc\u3068\u5916\u308c\u305f\u6761\u4ef6\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u305f\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u3055\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|\n| \u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u30fb\u6570\u91cf\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30d4\u30c3\u30c1\u3084\u6750\u8cea\u306e\u7a2e\u985e\u3092\u3001\u54c1\u540d\u3084\u7528\u9014\u304b\u3089\u63a8\u3057\u91cf\u308b\u3053\u3068 |\n| \u54c1\u540d\u3092\u3001\u5ba2\u5148\u306e\u66f8\u304d\u65b9\u306e\u307e\u307e\u6e21\u3059\uff08\u8f9e\u66f8\u306f\u691c\u7d22\u306e\u5074\u3067\u4f7f\u3046\uff09 | \u30a4\u30f3\u30c1\u306e\u547c\u3073\u3092\u30df\u30ea\u306b\u76f4\u3059\u3053\u3068 |\n| \u5019\u88dc\u3054\u3068\u306b\u3001\u5916\u308c\u305f\u6761\u4ef6\u3068\u78ba\u304b\u3081\u308b\u70b9\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u308b | \u5916\u308c\u305f\u6761\u4ef6\u306e\u3042\u308b\u54c1\u3067\u300c\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u3059\u300d\u3068\u8a00\u3046\u3053\u3068 |\n| \u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u307e\u3068\u3081\u308b | \u5f37\u5ea6\u30fb\u8010\u98df\u30fb\u7de0\u3081\u4ed8\u3051\u306e\u6761\u4ef6\u306b\u3064\u3044\u3066\u66f8\u304f\u3053\u3068 |\n\n**\u300c\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u3059\u300d\u3068\u8a00\u308f\u305b\u306a\u3044\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7dda\u3067\u3059\u3002** \u6750\u8cea\u304c SUS316 \u304b\u3089 SUS304 \u306b\u5909\u308f\u308b\u3068\u3001\u4f7f\u3046\u5834\u6240\u306b\u3088\u3063\u3066\u306f\u9306\u3073\u307e\u3059\u3002**\u4ee3\u308f\u308a\u3067\u6e08\u3080\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4f7f\u3046\u5834\u6240\u3068\u6761\u4ef6\u3092\u77e5\u3063\u3066\u3044\u308b\u5ba2\u5148\u3067\u3059\u3002** \u51fa\u3059\u306e\u306f\u300c\u6750\u8cea\u304c\u9055\u3044\u307e\u3059\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3059\u3002\n\n**\u30a4\u30f3\u30c1\u3092\u30df\u30ea\u306b\u76f4\u3055\u305b\u306a\u3044\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u300c3\/8\u300d\u3092\u8fd1\u3044\u30df\u30ea\u306e\u547c\u3073\u5f84\u306b\u76f4\u3059\u3068\u3001**\u306d\u3058\u5c71\u306e\u5408\u308f\u306a\u3044\u54c1\u756a\u304c\u5019\u88dc\u306b\u51fa\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\u306d\u3058\u30fb\u30d5\u30a1\u30b9\u30ca\u30fc\u306e\u5546\u793e\u306e\u55b6\u696d\u3067\u3001\u5ba2\u5148\u304b\u3089\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\u54c1\u756a\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- name_raw: \u54c1\u540d\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300c\u30ad\u30e3\u30c3\u30d7\u300d\u306a\u3069\uff09\n- size_raw: \u547c\u3073\u5f84\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300cM6\u300d\u300c3\/8\u300d\u306a\u3069\uff09\n- pitch_raw: \u30d4\u30c3\u30c1\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\u3002\u7121\u3051\u308c\u3070\u7a7a\n- length_raw: \u9577\u3055\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300c20\u304f\u3089\u3044\u300d\u306a\u3069\uff09\n- material_raw: \u6750\u8cea\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300c\u30b9\u30c6\u30f3\u300d\u306a\u3069\uff09\n- surface_raw: \u8868\u9762\u51e6\u7406\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\u3002\u7121\u3051\u308c\u3070\u7a7a\n- thread_raw: \u306d\u3058\u90e8\u306e\u5f62\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\u3002\u7121\u3051\u308c\u3070\u7a7a\n- qty_raw: \u6570\u91cf\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- \u30d4\u30c3\u30c1\u30fb\u6750\u8cea\u306e\u7a2e\u985e\u30fb\u306d\u3058\u90e8\u306e\u5f62\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u54c1\u540d\u3084\u7528\u9014\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30a4\u30f3\u30c1\u306e\u547c\u3073\u3092\u30df\u30ea\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9577\u3055\u3084\u6570\u91cf\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5ba2\u5148\u306e\u4f1a\u793e\u540d\u30fb\u62c5\u5f53\u8005\u540d\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\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\uff09\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u306d\u3058\u30fb\u30d5\u30a1\u30b9\u30ca\u30fc\u306e\u5546\u793e\u3067\u3001\u5ba2\u5148\u3078\u306e\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u5019\u88dc\u3011\u306f\u54c1\u756a\u306e\u8a18\u9332\u3068\u3001\u7167\u4f1a\u3057\u305f\u5728\u5eab\u306e\u6570\u3067\u3059\u3002\n\u3010\u5916\u308c\u305f\u6761\u4ef6\u3011\u3068\u3010\u78ba\u304b\u3081\u308b\u70b9\u3011\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u4f5c\u3063\u305f\u3082\u306e\u3067\u3059\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u5019\u88dc\u3054\u3068\u306b\u3001\u54c1\u756a\u30fb\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\n  \u306d\u3058\u90e8\u306e\u5f62\u30fb\u5728\u5eab\u306e\u6570\u3092\u3001\u8a18\u9332\u306e\u5024\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u3010\u5916\u308c\u305f\u6761\u4ef6\u3011\u306f\u5019\u88dc\u3054\u3068\u306b\u3001\u6587\u8a00\u3092\u5909\u3048\u305a\u306b\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u3010\u78ba\u304b\u3081\u308b\u70b9\u3011\u306f\u6700\u5f8c\u306b\u307e\u3068\u3081\u3066\u3001\u6587\u8a00\u3092\u5909\u3048\u305a\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u300c\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u3059\u300d\u300c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u300c\u540c\u7b49\u54c1\u3067\u3059\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5f37\u5ea6\u30fb\u8010\u98df\u30fb\u7de0\u3081\u4ed8\u3051\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306b\u7121\u3044\u6570\u5b57\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\u5916\u308c\u305f\u6761\u4ef6\u3011{unmatched}\n\u3010\u78ba\u304b\u3081\u308b\u70b9\u3011{check_points}\n```\n\n**\u300c\u5916\u308c\u305f\u6761\u4ef6\u3092\u6587\u8a00\u3092\u5909\u3048\u305a\u306b\u66f8\u304f\u300d\u304c\u30012\u56de\u76ee\u306e\u6307\u793a\u306e\u4e2d\u5fc3\u3067\u3059\u3002** AI\u306f\u300c\u6750\u8cea\u304c\u9055\u3044\u307e\u3059\uff08\u8a18\u9332\uff1aSUS304\uff09\u300d\u3092\u300c\u6750\u8cea\u306f\u30b9\u30c6\u30f3\u30ec\u30b9\u3067\u3059\u300d\u306e\u3088\u3046\u306b\u4e38\u3081\u3066\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u4e38\u3081\u308b\u3068\u3001\u5916\u308c\u305f\u6761\u4ef6\u304c\u5408\u3063\u305f\u6761\u4ef6\u306b\u898b\u3048\u307e\u3059\u3002** \u5199\u3055\u305b\u3066\u3001\u5f8c\u3067\u7167\u5408\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  \"conditions\": { \"name\": \"\", \"size\": \"\", \"pitch\": \"coarse | fine | unknown\",\n                  \"length_mm\": 0, \"material\": \"\", \"thread\": \"full | half | unknown\" },\n  \"candidates\": [\n    { \"item_no\": \"\", \"name\": \"\", \"size\": \"\", \"length_mm\": 0, \"material\": \"\",\n      \"stock\": \"\", \"matched\": [\"\"], \"unmatched\": [\"\"] } ],\n  \"check_points\": [\"\"],\n  \"draft\": \"\"\n}\n```\n\nAWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001Converse API \u306e `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\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3059\u3079\u3066\u306e `object` \u306b `additionalProperties: false` \u304c\u8981\u308a\u3001\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u30d4\u30c3\u30c1\u3068\u306d\u3058\u90e8\u306e\u5f62\u306f `enum` \u3067\u7e1b\u308a\u3001`unknown` \u3092\u5fc5\u305a\u9078\u3079\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`matched` \u3068 `unmatched` \u3092\u691c\u7d22\u306e\u7d50\u679c\u3068\u7167\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** `unmatched` \u306f\u3001\u691c\u7d22\u3067\u4f5c\u3063\u305f\u540d\u524d\u306e\u3046\u3061 `matched_queries` \u306b\u7121\u304b\u3063\u305f\u3082\u306e\u3067\u3059\u3002**\u4e0b\u66f8\u304d\u306e `unmatched` \u304c Lambda \u306e\u4f5c\u3063\u305f\u3082\u306e\u30681\u3064\u3067\u3082\u9055\u3048\u3070\u3001\u4e0b\u66f8\u304d\u3092\u51fa\u3055\u305a\u306b\u4f5c\u308a\u76f4\u3057\u307e\u3059\u3002**\n\n\u5916\u308c\u305f\u6761\u4ef6\u306e\u6587\u306f\u3001\u6b21\u306e\u898f\u5247\u3067\u4f5c\u308a\u307e\u3059\u3002\n\n| \u540d\u524d | \u5916\u308c\u305f\u3068\u304d\u306e\u6587 |\n|:--|:--|\n| `material` | \u6750\u8cea\u304c\u9055\u3044\u307e\u3059\uff08\u554f\u3044\u5408\u308f\u305b\uff1a\u301c\uff0f\u8a18\u9332\uff1a\u301c\uff09 |\n| `thread` | \u306d\u3058\u90e8\u306e\u5f62\u304c\u9055\u3044\u307e\u3059\uff08\u554f\u3044\u5408\u308f\u305b\uff1a\u301c\uff0f\u8a18\u9332\uff1a\u301c\uff09 |\n| `length_exact` | \u9577\u3055\u304c\u9055\u3044\u307e\u3059\uff08\u554f\u3044\u5408\u308f\u305b\uff1a\u301c\uff0f\u8a18\u9332\uff1a\u301c\uff09 |\n| `in_stock` | \u5728\u5eab\u304c\u3042\u308a\u307e\u305b\u3093\uff08\u5165\u8377\u306e\u4e88\u5b9a\uff1a\u301c\uff09 |\n\n\u78ba\u304b\u3081\u308b\u70b9\u306f\u3001`unknown` \u306e\u533a\u5206\u304b\u3089\u6b21\u306e\u3088\u3046\u306b\u4f5c\u308a\u307e\u3059\u3002\n\n| \u533a\u5206 | \u78ba\u304b\u3081\u308b\u70b9 |\n|:--|:--|\n| `pitch` \u304c `unknown` | \u30d4\u30c3\u30c1\uff08\u4e26\u76ee\u304b\u7d30\u76ee\u304b\uff09\u3092\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044 |\n| \u6750\u8cea\u304c\u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u533a\u5206\u3060\u3051 | \u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u7a2e\u985e\u3092\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044 |\n| `thread` \u304c `unknown` | \u5168\u306d\u3058\u304b\u534a\u306d\u3058\u304b\u3092\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044 |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8ca9\u58f2\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u3001\u5728\u5eab\u306e\u7167\u4f1a\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u54c1\u756a\u306e\u7d22\u5f15\u306e\u5143\u3001\u8fd4\u4e8b\u306e\u6570 |\n| Amazon OpenSearch Service | Lambda \u304b\u3089\u306e\u767b\u9332\u30fb\u691c\u7d22 | \u54c1\u756a\u306e\u7d22\u5f15\u3001\u547c\u3073\u65b9\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| \u55b6\u696d\u306e\u753b\u9762 | \u793e\u5185\u306e\u753b\u9762 | \u554f\u3044\u5408\u308f\u305b\u306e\u8cbc\u308a\u4ed8\u3051\u3001\u5019\u88dc\u3068\u5916\u308c\u305f\u6761\u4ef6\u3001\u4e0b\u66f8\u304d |\n\n**\u8fd4\u4e8b\u306e\u9001\u4fe1\u306f\u3001\u55b6\u696d\u304c\u3044\u3064\u3082\u306e\u30e1\u30fc\u30eb\u304b\u96fb\u8a71\u3067\u884c\u3044\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u304b\u3089\u5ba2\u5148\u3078\u76f4\u63a5\u9001\u308b\u7d4c\u8def\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002","human_review":"1. **\u8aad\u307f\u66ff\u3048\u3092\u898b\u308b** \u2026 \u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\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. **\u78ba\u304b\u3081\u308b\u70b9\u3092\u898b\u308b** \u2026 \u30d4\u30c3\u30c1\u3084\u6750\u8cea\u306e\u7a2e\u985e\u304c\u5206\u304b\u3089\u306a\u3044\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u805e\u304d\u8fd4\u3057\u3066\u304b\u3089\u54c1\u756a\u3092\u6c7a\u3081\u307e\u3059\n3. **\u5916\u308c\u305f\u6761\u4ef6\u3092\u898b\u308b** \u2026 \u5916\u308c\u305f\u6761\u4ef6\u306e\u3042\u308b\u5019\u88dc\u3092\u8fd4\u3059\u3068\u304d\u306f\u3001\u5916\u308c\u305f\u3053\u3068\u304c\u4e0b\u66f8\u304d\u306b\u6b8b\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u5728\u5eab\u3068\u7d0d\u671f\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7167\u4f1a\u306e\u6570\u3068\u5165\u8377\u306e\u4e88\u5b9a\u3092\u78ba\u304b\u3081\u3066\u8fd4\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7b2c3\u7ae0\u306e\uff08c\uff09\u306f\u3053\u3053\u3067\u9632\u304e\u307e\u3059\u3002**\u5916\u308c\u305f\u6761\u4ef6\u3092\u66f8\u304b\u305a\u306b\u8fd4\u3059\u3068\u3001\u5ba2\u5148\u306f\u5168\u90e8\u306e\u6761\u4ef6\u304c\u5408\u3063\u3066\u3044\u308b\u3068\u601d\u3063\u3066\u6ce8\u6587\u3057\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u54c1\u540d\u304c\u8f9e\u66f8\u3067\u8aad\u307f\u66ff\u3048\u3089\u308c\u305a0\u4ef6 | \u547c\u3073\u5f84\u3068\u9577\u3055\u3060\u3051\u3067\u5f15\u3044\u305f\u4ef6\u6570\u3092\u793a\u3057\u3001\u54c1\u540d\u306e\u8a00\u8449\u3092\u753b\u9762\u306b\u51fa\u3059\u3002\u8f9e\u66f8\u306b\u8db3\u3059\u5019\u88dc\u3068\u3057\u3066\u8a18\u9332\u3059\u308b |\n| \u30a4\u30f3\u30c1\u306e\u547c\u3073 | \u30a4\u30f3\u30c1\u306e\u533a\u5206\u3060\u3051\u3067\u5f15\u304f\u3002\u30df\u30ea\u306e\u54c1\u756a\u306f\u51fa\u3055\u306a\u3044 |\n| \u30d4\u30c3\u30c1\u306e\u8a18\u9332\u304c\u7121\u3044\u54c1\u756a\u304c\u5f53\u305f\u308b | \u300c\u30d4\u30c3\u30c1\u306e\u8a18\u9332\u306a\u3057\u300d\u3068\u3057\u3066\u51fa\u3057\u3001\u30e1\u30fc\u30ab\u30fc\u306e\u30ab\u30bf\u30ed\u30b0\u3092\u78ba\u304b\u3081\u308b |\n| \u5168\u90e8\u306e\u6761\u4ef6\u304c\u5408\u3046\u54c1\u756a\u304c\u7121\u3044 | \u5916\u308c\u305f\u6761\u4ef6\u306e\u5c11\u306a\u3044\u9806\u306b\u51fa\u3057\u3001\u5916\u308c\u305f\u6761\u4ef6\u3092\u5fc5\u305a\u6dfb\u3048\u308b |\n| \u56f3\u9762\u306e\u90e8\u54c1\u8868\u3067\u54c1\u756a\u306e\u66f8\u304d\u65b9\u304c\u5ba2\u5148\u72ec\u81ea | \u5ba2\u5148\u306e\u54c1\u756a\u3092\u8aad\u307f\u66ff\u3048\u305a\u3001\u4ed5\u69d8\u306e\u8a00\u8449\u3060\u3051\u3067\u5f15\u304f\u3002\u5ba2\u5148\u306e\u54c1\u756a\u3068\u306e\u5bfe\u5fdc\u306f\u55b6\u696d\u304c\u78ba\u304b\u3081\u308b |\n| \u7167\u4f1a\u3068\u7d22\u5f15\u306e\u5728\u5eab\u304c\u9055\u3046 | \u7167\u4f1a\u306e\u6570\u3092\u4f7f\u3044\u3001\u7d22\u5f15\u306f\u6b21\u306e\u53d6\u308a\u8fbc\u307f\u3067\u76f4\u308b |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u8fd4\u3089\u306a\u3044 | \u5019\u88dc\u306e\u4e00\u89a7\u3068\u5916\u308c\u305f\u6761\u4ef6\u3060\u3051\u3092\u51fa\u3057\u3001\u4e0b\u66f8\u304d\u306f\u55b6\u696d\u304c\u66f8\u304f |\n\n**4\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u591a\u3044\u4f8b\u5916\u3067\u3059\u3002** \u5916\u308c\u305f\u6761\u4ef6\u306e\u5c11\u306a\u3044\u9806\u306b\u4e26\u3079\u3066\u3082\u3001**\u3069\u306e\u6761\u4ef6\u304c\u5916\u308c\u3066\u3088\u3044\u304b\u306f\u5ba2\u5148\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002** \u5916\u308c\u305f\u6761\u4ef6\u3092\u6dfb\u3048\u3066\u5019\u88dc\u3092\u8fd4\u3057\u3001\u9078\u3076\u306e\u306f\u5ba2\u5148\u306b\u4efb\u305b\u307e\u3059\u3002","log_storage":"- \u554f\u3044\u5408\u308f\u305b\u3054\u3068\u306e\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u6587\uff08\u5ba2\u5148\u306e\u540d\u524d\u3092\u4f0f\u305b\u305f\u3082\u306e\uff09\u30011\u56de\u76ee\u306e JSON\u3001\u55b6\u696d\u304c\u76f4\u3057\u305f\u7b87\u6240\n- \u691c\u7d22\u306e\u6761\u4ef6\u3001\u5019\u88dc\u3001`matched_queries`\u3001\u5916\u308c\u305f\u6761\u4ef6\u3068\u78ba\u304b\u3081\u308b\u70b9\u30012\u56de\u76ee\u306e JSON \u3068\u7167\u5408\u306e\u7d50\u679c\n- \u8fd4\u4e8b\u3067\u51fa\u3057\u305f\u54c1\u756a\u3068\u3001\u5ba2\u5148\u304c\u6ce8\u6587\u3057\u305f\u54c1\u756a\n- \u547c\u3073\u65b9\u306e\u8f9e\u66f8\u3068\u8f9e\u66f8\u306b\u5165\u308c\u306a\u3044\u8a9e\u306e\u4e00\u89a7\u3092\u66f4\u65b0\u3057\u305f\u65e5\u3068\u62c5\u5f53\n\n**3\u3064\u76ee\u306f\u3001\u8f9e\u66f8\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u5019\u88dc\u306b\u51fa\u306a\u304b\u3063\u305f\u54c1\u756a\u3092\u5ba2\u5148\u304c\u6ce8\u6587\u3057\u3066\u3044\u308c\u3070\u3001**\u3069\u306e\u547c\u3073\u65b9\u3067\u5f15\u3051\u306a\u304b\u3063\u305f\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":10,"assumption_frequency":900,"assumption_workdays":21,"volume_month":900,"before_minutes_per_case":10,"after_minutes_per_case":4,"hourly_cost":2800,"before_hours_month":150,"after_hours_month":60,"saved_hours_month":90,"reduction_rate":60,"saved_hours_year":1080,"annual_cost_effect":3024000,"summary":"\u5ba2\u5148\u304b\u3089\u5c4a\u304f\u300cM6\u306e\u30ad\u30e3\u30c3\u30d7\u3001\u30b9\u30c6\u30f3\u3001\u9577\u305520\u304f\u3089\u3044\u300d\u306e\u3088\u3046\u306a\u554f\u3044\u5408\u308f\u305b\u3092\u3001\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u306b\u8aad\u307f\u66ff\u3048\u3001\u54c1\u756a\u306e\u5019\u88dc\u3092\u63a2\u3057\u307e\u3059\u3002\u5019\u88dc\u3054\u3068\u306b\u3001\u5408\u3063\u305f\u6761\u4ef6\u3068\u5916\u308c\u305f\u6761\u4ef6\u3001\u78ba\u304b\u3081\u308b\u70b9\u3092\u4e26\u3079\u307e\u3059\u3002","before_flow":"1. \u55b6\u696d\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u3001\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u6570\u91cf\u3092\u30e1\u30e2\u3059\u308b\n2. \u547c\u3073\u65b9\u3092\u81ea\u5206\u306e\u77e5\u3063\u3066\u3044\u308b\u54c1\u540d\u306b\u8aad\u307f\u66ff\u3048\u3001\u8ca9\u58f2\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u54c1\u540d\u3068\u547c\u3073\u5f84\u3067\u5f15\u304f\n3. \u51fa\u3066\u304d\u305f\u884c\u304b\u3089\u3001\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u306e\u5408\u3046\u54c1\u756a\u3092\u76ee\u3067\u63a2\u3059\n4. \u5408\u3046\u54c1\u756a\u304c\u7121\u3051\u308c\u3070\u3001\u6761\u4ef6\u30921\u3064\u305a\u3064\u7de9\u3081\u3066\u5f15\u304d\u76f4\u3057\u3001\u8fd1\u3044\u54c1\u756a\u3092\u63a2\u3059\n5. \u30d4\u30c3\u30c1\u30fb\u306d\u3058\u90e8\u306e\u5f62\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u5ba2\u5148\u306b\u805e\u304d\u8fd4\u3059\n6. \u5728\u5eab\u3068\u7d0d\u671f\u3092\u78ba\u304b\u3081\u3001\u54c1\u756a\u306e\u5019\u88dc\u3068\u9055\u3046\u70b9\u3092\u5ba2\u5148\u306b\u8fd4\u3059\n\n**\uff08a\uff09\u547c\u3073\u65b9\u306e\u8aad\u307f\u66ff\u3048\u304c\u8a18\u61b6\u983c\u307f\u3002** 2\u756a\u76ee\u306f\u3001\u5ba2\u5148\u306e\u547c\u3073\u65b9\u3092\u77e5\u3063\u3066\u3044\u308b\u55b6\u696d\u306b\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3002**\u8aad\u307f\u66ff\u3048\u3092\u9593\u9055\u3048\u308b\u3068\u3001\u5728\u5eab\u304c\u3042\u308b\u306e\u306b\u300c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u8fd4\u3057\u307e\u3059\u3002**\n\n**\uff08b\uff09\u30d4\u30c3\u30c1\u306e\u78ba\u304b\u3081\u6f0f\u308c\u3002** \u547c\u3073\u5f84\u3060\u3051\u3092\u805e\u3044\u3066\u4e26\u76ee\u306e\u54c1\u756a\u3092\u8fd4\u3057\u3001**\u5ba2\u5148\u306e\u6a5f\u68b0\u304c\u7d30\u76ee\u3060\u3063\u305f**\u3068\u5f8c\u3067\u5206\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u8fd4\u54c1\u3068\u518d\u51fa\u8377\u306e\u624b\u9593\u304c\u304b\u304b\u308a\u3001\u5ba2\u5148\u306e\u73fe\u5834\u3082\u6b62\u307e\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u5916\u308c\u305f\u6761\u4ef6\u3092\u4f1d\u3048\u5fd8\u308c\u308b\u3002** 4\u756a\u76ee\u3067\u6761\u4ef6\u3092\u7de9\u3081\u3066\u898b\u3064\u3051\u305f\u54c1\u756a\u3092\u8fd4\u3059\u3068\u304d\u3001**\u3069\u306e\u6761\u4ef6\u3092\u7de9\u3081\u305f\u304b\u3092\u66f8\u304d\u5fd8\u308c\u308b\u3068\u3001\u5ba2\u5148\u306f\u5168\u90e8\u306e\u6761\u4ef6\u304c\u5408\u3063\u3066\u3044\u308b\u3068\u601d\u3063\u3066\u6ce8\u6587\u3057\u307e\u3059\u3002**\n\n**\uff08d\uff09\u554f\u3044\u5408\u308f\u305b\u304c\u91cd\u306a\u308b\u3068\u8fd4\u4e8b\u304c\u9045\u308c\u308b\u3002** \u5348\u524d\u4e2d\u306b\u554f\u3044\u5408\u308f\u305b\u304c\u96c6\u4e2d\u3057\u30011\u4ef610\u5206\u3067\u3082\u3001**1\u4eba\u304c\u62b1\u3048\u308b\u554f\u3044\u5408\u308f\u305b\u304c10\u4ef6\u3092\u8d85\u3048\u308b\u3068\u3001\u663c\u904e\u304e\u307e\u3067\u8fd4\u4e8b\u304c\u51fa\u307e\u305b\u3093\u3002**","before_flow_steps":["\u55b6\u696d\u304c\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u3001\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u6570\u91cf\u3092\u30e1\u30e2\u3059\u308b","\u547c\u3073\u65b9\u3092\u81ea\u5206\u306e\u77e5\u3063\u3066\u3044\u308b\u54c1\u540d\u306b\u8aad\u307f\u66ff\u3048\u3001\u8ca9\u58f2\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u54c1\u540d\u3068\u547c\u3073\u5f84\u3067\u5f15\u304f","\u51fa\u3066\u304d\u305f\u884c\u304b\u3089\u3001\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u306e\u5408\u3046\u54c1\u756a\u3092\u76ee\u3067\u63a2\u3059","\u5408\u3046\u54c1\u756a\u304c\u7121\u3051\u308c\u3070\u3001\u6761\u4ef6\u30921\u3064\u305a\u3064\u7de9\u3081\u3066\u5f15\u304d\u76f4\u3057\u3001\u8fd1\u3044\u54c1\u756a\u3092\u63a2\u3059","\u30d4\u30c3\u30c1\u30fb\u306d\u3058\u90e8\u306e\u5f62\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u5ba2\u5148\u306b\u805e\u304d\u8fd4\u3059","\u5728\u5eab\u3068\u7d0d\u671f\u3092\u78ba\u304b\u3081\u3001\u54c1\u756a\u306e\u5019\u88dc\u3068\u9055\u3046\u70b9\u3092\u5ba2\u5148\u306b\u8fd4\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u55b6\u696d\u304c\u554f\u3044\u5408\u308f\u305b\u306e\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\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u30fb\u6570\u91cf\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059\n3. **\u3010\u81ea\u52d5\u3011** Lambda \u304c\u547c\u3073\u5f84\u3068\u30d4\u30c3\u30c1\u3068\u9577\u3055\u3092\u533a\u5206\u3068\u6570\u306b\u305d\u308d\u3048\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u533a\u5206\u3092 `unknown` \u306b\u3059\u308b\n4. **\u3010\u81ea\u52d5\u3011** OpenSearch \u304c\u54c1\u540d\uff08\u547c\u3073\u65b9\u306e\u8f9e\u66f8\u4ed8\u304d\uff09\u3068\u547c\u3073\u5f84\u3067\u7d5e\u308a\u3001\u9577\u3055\u306e\u5e45\u3067\u7d5e\u308a\u3001\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u3092\u540d\u524d\u4ed8\u304d\u306e\u6761\u4ef6\u3068\u3057\u3066\u70b9\u6570\u3092\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** Lambda \u304c\u5019\u88dc\u3054\u3068\u306b\u3001\u5408\u3063\u305f\u6761\u4ef6\u3068\u5916\u308c\u305f\u6761\u4ef6\u3092 `matched_queries` \u304b\u3089\u4e26\u3079\u3001\u78ba\u304b\u3081\u308b\u70b9\u3092\u4f5c\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u5019\u88dc\u3068\u5916\u308c\u305f\u6761\u4ef6\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u5ba2\u5148\u3078\u306e\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n7. **\u3010\u4eba\u3011** \u55b6\u696d\u304c\u5019\u88dc\u3068\u78ba\u304b\u3081\u308b\u70b9\u3092\u898b\u3066\u3001\u5728\u5eab\u3068\u7d0d\u671f\u3092\u78ba\u304b\u3081\u3001\u8fd4\u4e8b\u3092\u9001\u308b\n\n**4\u756a\u76ee\u3067\u6750\u8cea\u3084\u8868\u9762\u51e6\u7406\u3092\u7d5e\u308a\u8fbc\u307f\u306b\u305b\u305a\u70b9\u6570\u306b\u3059\u308b\u306e\u306f\u3001\u5916\u308c\u305f\u5019\u88dc\u3082\u898b\u305b\u308b\u305f\u3081\u3067\u3059\u3002** \u6750\u8cea\u3067\u7d5e\u308b\u3068\u3001\u6750\u8cea\u3060\u3051\u9055\u3046\u5728\u5eab\u306e\u54c1\u756a\u304c\u5019\u88dc\u304b\u3089\u6d88\u3048\u307e\u3059\u3002**\u5ba2\u5148\u306b\u3068\u3063\u3066\u306f\u300c\u6750\u8cea\u3060\u3051\u9055\u3046\u54c1\u306a\u3089\u4eca\u65e5\u51fa\u305b\u308b\u300d\u3053\u3068\u304c\u5f79\u306b\u7acb\u3064\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002** \u5916\u308c\u305f\u3053\u3068\u3092\u5fc5\u305a\u6dfb\u3048\u3066\u51fa\u3057\u307e\u3059\u3002\n\n**7\u756a\u76ee\u3067\u8fd4\u4e8b\u3092\u9001\u308b\u306e\u306f\u55b6\u696d\u3067\u3059\u3002** \u5916\u308c\u305f\u6761\u4ef6\u306e\u3042\u308b\u54c1\u3067\u6e08\u307e\u305b\u308b\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u5ba2\u5148\u3067\u3001**\u306d\u3058\u304c\u7528\u9014\u306b\u5408\u3046\u304b\u3092\u3001\u3053\u306e\u69cb\u6210\u306f\u5224\u65ad\u3057\u307e\u305b\u3093\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u55b6\u696d\u304c\u554f\u3044\u5408\u308f\u305b\u306e\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\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u30fb\u6570\u91cf\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** Lambda \u304c\u547c\u3073\u5f84\u3068\u30d4\u30c3\u30c1\u3068\u9577\u3055\u3092\u533a\u5206\u3068\u6570\u306b\u305d\u308d\u3048\u3001\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u533a\u5206\u3092 `unknown` \u306b\u3059\u308b","**\u3010\u81ea\u52d5\u3011** OpenSearch \u304c\u54c1\u540d\uff08\u547c\u3073\u65b9\u306e\u8f9e\u66f8\u4ed8\u304d\uff09\u3068\u547c\u3073\u5f84\u3067\u7d5e\u308a\u3001\u9577\u3055\u306e\u5e45\u3067\u7d5e\u308a\u3001\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u3092\u540d\u524d\u4ed8\u304d\u306e\u6761\u4ef6\u3068\u3057\u3066\u70b9\u6570\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** Lambda \u304c\u5019\u88dc\u3054\u3068\u306b\u3001\u5408\u3063\u305f\u6761\u4ef6\u3068\u5916\u308c\u305f\u6761\u4ef6\u3092 `matched_queries` \u304b\u3089\u4e26\u3079\u3001\u78ba\u304b\u3081\u308b\u70b9\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u5019\u88dc\u3068\u5916\u308c\u305f\u6761\u4ef6\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u3001\u5ba2\u5148\u3078\u306e\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u55b6\u696d\u304c\u5019\u88dc\u3068\u78ba\u304b\u3081\u308b\u70b9\u3092\u898b\u3066\u3001\u5728\u5eab\u3068\u7d0d\u671f\u3092\u78ba\u304b\u3081\u3001\u8fd4\u4e8b\u3092\u9001\u308b"],"architecture":"```\n\u54c1\u756a\u306e\u8a18\u9332\uff08\u54c1\u756a\u30fb\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u30fb\u898f\u683c\uff09\n\u5728\u5eab\u306e\u8a18\u9332\uff08\u54c1\u756a\u3054\u3068\u306e\u5728\u5eab\u3068\u5165\u8377\u306e\u4e88\u5b9a\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6bce\u6669\u306e\u53d6\u308a\u8fbc\u307f\uff08\u54c1\u756a\u306e\u8ffd\u52a0\u30fb\u5728\u5eab\u306e\u5909\u5316\uff09\nAWS Lambda \u2500\u2500 \u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u3092\u533a\u5206\u3068\u6570\u306b\u305d\u308d\u3048\u308b\n   \u25bc\nAmazon OpenSearch Service\n   \u2502   \u54c1\u756a\u306e\u7d22\u5f15\uff1a\u54c1\u540d\uff08kuromoji\uff0b\u547c\u3073\u65b9\u306e\u8f9e\u66f8\uff09\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\uff08mm\uff09\n   \u2502               \u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u30fb\u5728\u5eab\u306e\u6709\u7121\n   \u25bc\u3010\u4eba\u3011\u55b6\u696d\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\u4ed5\u69d8\u306e\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u308b\n   \u251c\u2500\u2500\u25b6 OpenSearch \u2500\u2500 \u547c\u3073\u65b9\u3068\u547c\u3073\u5f84\u3067\u7d5e\u308a\u3001\u9577\u3055\u306e\u5e45\u3067\u7d5e\u308a\u3001\u540d\u524d\u4ed8\u304d\u306e\u6761\u4ef6\u3067\u70b9\u6570\n   \u251c\u2500\u2500\u25b6 matched_queries \u304b\u3089\u5408\u3063\u305f\u6761\u4ef6\u3068\u5916\u308c\u305f\u6761\u4ef6\u3001\u78ba\u304b\u3081\u308b\u70b9\n   \u251c\u2500\u2500\u25b6 Claude\uff08Amazon Bedrock\uff09\u2500\u2500 \u5019\u88dc\u3068\u5916\u308c\u305f\u6761\u4ef6\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u305f\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u55b6\u696d\u306e\u753b\u9762 \u2500\u2500\u3010\u4eba\u3011\u5728\u5eab\u3068\u7d0d\u671f\u3092\u78ba\u304b\u3081\u3066\u8fd4\u3059\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Amazon OpenSearch Service\uff08synonym_graph\u3001\u30ab\u30b9\u30bf\u30e0\u30d1\u30c3\u30b1\u30fc\u30b8\u3001named queries\u3001range\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\u533a\u5206\u306e\u305d\u308d\u3048\u3001\u5916\u308c\u305f\u6761\u4ef6\u306e\u4f5c\u6210\u3001\u691c\u7d22\u306e\u547c\u3073\u51fa\u3057\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u53d6\u308a\u8fbc\u307f\u306e\u5199\u3057\u3001\u547c\u3073\u65b9\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**\u8ca9\u58f2\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u53d7\u6ce8\u306e\u5165\u529b\u3068\u51fa\u8377\u306e\u624b\u914d\u306f\u3001\u55b6\u696d\u304c\u3044\u3064\u3082\u306e\u753b\u9762\u3067\u884c\u3044\u307e\u3059\u3002\n\n**\u547c\u3073\u65b9\u306e\u8f9e\u66f8\u306f\u3001\u55b6\u696d\u3067\u4f5c\u308b\u8868\u3067\u3059\u3002** \u5ba2\u5148\u306e\u547c\u3073\u65b9\u3068\u3001\u81ea\u793e\u306e\u54c1\u540d\u306e\u5bfe\u5fdc\u3092\u4e26\u3079\u307e\u3059\u3002**\u8f9e\u66f8\u306b\u5165\u308c\u306a\u3044\u8a9e\u306e\u4e00\u89a7\u3082\u3001\u540c\u3058\u8868\u3067\u6301\u3061\u307e\u3059**\uff08\u7b2c7\u7ae0\u300c\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\u300d\uff09\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u6bce\u6669\u306e\u54c1\u756a\u3068\u5728\u5eab\u306e\u53d6\u308a\u8fbc\u307f\u3068\u3001\u55b6\u696d\u306e\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u3067\u3059\u3002**\n\n\u53d6\u308a\u8fbc\u307f\u306f\u3001\u8ca9\u58f2\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u54c1\u756a\u306e\u8ffd\u52a0\u3068\u5728\u5eab\u306e\u5909\u5316\u3092\u66f8\u304d\u51fa\u3057\u3066\u3001\u7d22\u5f15\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002**\u7d22\u5f15\u306e\u5728\u5eab\u306f\u300c\u3042\u308b\u304b\u7121\u3044\u304b\u300d\u306e\u76ee\u5b89\u306b\u3060\u3051\u4f7f\u3044\u3001\u8fd4\u4e8b\u306b\u66f8\u304f\u6570\u306f\u5fc5\u305a\u7167\u4f1a\u3067\u53d6\u308a\u76f4\u3057\u307e\u3059\u3002** \u65e5\u4e2d\u306e\u51fa\u8377\u3067\u5728\u5eab\u306f\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002\n\n\u691c\u7d22\u306e\u30dc\u30bf\u30f3\u306f\u3001\u55b6\u696d\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\u55b6\u696d\u304c\u8aad\u3093\u3067\u6253\u3061\u8fbc\u307f\u307e\u3059\u3002** \u547c\u3073\u65b9\u306e\u8f9e\u66f8\u306f\u3001\u65b0\u3057\u3044\u547c\u3073\u65b9\u304c\u898b\u3064\u304b\u308b\u305f\u3073\u306b\u8868\u306b\u8db3\u3057\u3001\u6708\u306b1\u56de\u307e\u3068\u3081\u3066\u7d22\u5f15\u306b\u9069\u7528\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 | \u5ba2\u5148\u306e\u8a00\u8449\u306e\u307e\u307e\u306e\u672c\u6587\u3001\u307e\u305f\u306f\u96fb\u8a71\u306e\u30e1\u30e2 | \u55b6\u696d\u304c\u8cbc\u308b\u30fb\u6253\u3061\u8fbc\u3080 |\n| \u54c1\u756a | \u54c1\u756a\u3001\u54c1\u540d\u3001\u547c\u3073\u5f84\u3001\u30d4\u30c3\u30c1\u3001\u9577\u3055\uff08mm\uff09\u3001\u6750\u8cea\u3001\u8868\u9762\u51e6\u7406\u3001\u306d\u3058\u90e8\u306e\u5f62\uff08\u5168\u306d\u3058\u30fb\u534a\u306d\u3058\uff09\u3001\u898f\u683c | \u54c1\u756a\u306e\u8a18\u9332 |\n| \u5728\u5eab | \u54c1\u756a\u3054\u3068\u306e\u5728\u5eab\u306e\u6570\u3001\u5165\u8377\u306e\u4e88\u5b9a | \u5728\u5eab\u306e\u8a18\u9332\uff08\u7167\u4f1a\uff09 |\n| \u547c\u3073\u65b9\u306e\u8f9e\u66f8 | \u300c\u30ad\u30e3\u30c3\u30d7\u300d\u300c\u30ad\u30e3\u30c3\u30d7\u30dc\u30eb\u30c8\u300d\u2192\u516d\u89d2\u7a74\u4ed8\u304d\u30dc\u30eb\u30c8\u3001\u300c\u30b9\u30c6\u30f3\u300d\u300cSUS\u300d\u2192\u30b9\u30c6\u30f3\u30ec\u30b9 \u306a\u3069\u306e\u8a00\u3044\u63db\u3048 | \u55b6\u696d\u3067\u4f5c\u308b\u8868 |\n| \u8f9e\u66f8\u306b\u5165\u308c\u306a\u3044\u8a9e\u306e\u4e00\u89a7 | \u300c\u4e26\u76ee\u300d\u3068\u300c\u7d30\u76ee\u300d\u3001\u300cSUS304\u300d\u3068\u300cSUS316\u300d\u3001\u30df\u30ea\u306d\u3058\u3068\u30a4\u30f3\u30c1\u306d\u3058\u306a\u3069\u3001\u8fd1\u304f\u3066\u3082\u5225\u306e\u54c1\u306e\u8a9e | \u55b6\u696d\u3067\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u54c1\u756a\u306e\u8a18\u9332\u306e\u30d4\u30c3\u30c1\u3068\u6750\u8cea\u306e\u9805\u76ee\u3067\u3059\u3002** \u30d4\u30c3\u30c1\u304c\u7a7a\u306e\u54c1\u756a\u306f\u3001\u4e26\u76ee\u304b\u7d30\u76ee\u304b\u3092\u5019\u88dc\u306e\u6642\u70b9\u3067\u793a\u305b\u307e\u305b\u3093\u3002**\u53d6\u308a\u8fbc\u307f\u306e\u3068\u304d\u306b\u7a7a\u306e\u6570\u3092\u6570\u3048\u3001\u7a7a\u306e\u54c1\u756a\u306f\u753b\u9762\u306b\u300c\u30d4\u30c3\u30c1\u306e\u8a18\u9332\u306a\u3057\u300d\u3068\u51fa\u3057\u307e\u3059\u3002**\n\n**\u5ba2\u5148\u306e\u4f1a\u793e\u540d\u3068\u62c5\u5f53\u8005\u540d\u306f\u3001\u751f\u6210AI\u306b\u6e21\u3057\u307e\u305b\u3093\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u672c\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u4f0f\u305b\u3001\u4ed5\u69d8\u306e\u8a00\u8449\u3068\u6570\u91cf\u3060\u3051\u3092\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| \u547c\u3073\u65b9\u304c\u5408\u3046\u54c1\u756a | \u54c1\u756a\u306e\u7d22\u5f15 | `must` \u306e `match`\uff08`name`\u3002\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u547c\u3073\u65b9\u306e\u8f9e\u66f8\u3092\u4f7f\u3046\uff09 |\n| \u547c\u3073\u5f84\u304c\u5408\u3046\u54c1\u756a | \u54c1\u756a\u306e\u7d22\u5f15 | `filter` \u306e `term`\uff08`size`\uff09 |\n| \u9577\u3055\u304c\u5e45\u306b\u5165\u308b\u54c1\u756a | \u54c1\u756a\u306e\u7d22\u5f15 | `filter` \u306e `range`\uff08`length_mm`\uff09 |\n| \u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u30fb\u30d4\u30c3\u30c1 | \u54c1\u756a\u306e\u7d22\u5f15 | `should` \u306e `term`\uff08\u305d\u308c\u305e\u308c\u306b `_name` \u3092\u4ed8\u3051\u308b\uff09 |\n| \u5408\u3063\u305f\u6761\u4ef6 | \u691c\u7d22\u306e\u7d50\u679c | \u5404\u5019\u88dc\u306e `matched_queries` |\n\n**\u547c\u3073\u65b9\u306e\u8f9e\u66f8\u306f `synonym_graph` \u3067\u3001\u691c\u7d22\u306e\u5206\u6790\u5668\u306b\u3060\u3051\u4f7f\u3044\u307e\u3059\u3002** OpenSearch \u306e\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`synonym_graph` \u306f**\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u3060\u3051\u4f7f\u3046**\u3079\u304d\u3067\u3001\u7d22\u5f15\u306e\u5206\u6790\u5668\u3067\u4f7f\u3046\u3068\u8907\u6570\u306e\u8a9e\u306e\u540c\u7fa9\u8a9e\u304c\u5f8c\u308d\u306e\u8a9e\u306e\u4f4d\u7f6e\u3092\u305a\u3089\u3059\u3001\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8f9e\u66f8\u306f S3 \u306b\u7f6e\u304d\u3001OpenSearch Service \u306e\u30ab\u30b9\u30bf\u30e0\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3093\u3067\u3001`synonyms_path` \u306b `analyzers\/<\u30d1\u30c3\u30b1\u30fc\u30b8\u306e ID>` \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n\n**\u8f9e\u66f8\u3092\u66f4\u65b0\u3059\u308b\u3068\u304d\u306f\u3001S3 \u306b\u7f6e\u304f\u3060\u3051\u3067\u306f\u8db3\u308a\u307e\u305b\u3093\u3002** AWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001S3 \u306b\u65b0\u3057\u3044\u7248\u3092\u7f6e\u3044\u3066\u3082 OpenSearch Service \u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u81ea\u52d5\u3067\u306f\u66f4\u65b0\u3055\u308c\u305a\u3001**\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f4\u65b0\u3057\u3066\u30c9\u30e1\u30a4\u30f3\u306b\u9069\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002`updateable: true` \u306f\u691c\u7d22\u306e\u5206\u6790\u5668\u306b\u3060\u3051\u4f7f\u3048\u3001\u5f8c\u304b\u3089\u691c\u7d22\u306e\u5206\u6790\u5668\u3092\u81ea\u52d5\u3067\u66f4\u65b0\u3057\u305f\u3044\u3068\u304d\u306b\u8981\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u5408\u3063\u305f\u6761\u4ef6\u306f\u3001\u540d\u524d\u4ed8\u304d\u306e\u691c\u7d22\u3067\u62fe\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u3069\u306e\u691c\u7d22\u306e\u53e5\u306b\u3082 `_name` \u3092\u4ed8\u3051\u3089\u308c\u3001\u6587\u66f8\u304c\u4e00\u81f4\u3059\u308b\u3068\u3001**\u4e00\u81f4\u306b\u304b\u304b\u308f\u3063\u305f\u53e5\u306e\u540d\u524d\u304c `matched_queries` \u306e\u914d\u5217\u3067\u8fd4\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u30fb\u30d4\u30c3\u30c1\u306e\u53e5\u306b\u540d\u524d\u3092\u4ed8\u3051\u3001\u8fd4\u3063\u3066\u3053\u306a\u304b\u3063\u305f\u540d\u524d\u3092\u300c\u5916\u308c\u305f\u6761\u4ef6\u300d\u3068\u3057\u307e\u3059\u3002**\n\n```json\nGET \/fasteners\/_search\n{\n  \"size\": 15,\n  \"_source\": [\"item_no\", \"name\", \"size\", \"pitch\", \"length_mm\", \"material\",\n              \"surface\", \"thread\", \"in_stock\"],\n  \"query\": { \"bool\": {\n    \"must\": [\n      { \"match\": { \"name\": \"\u30ad\u30e3\u30c3\u30d7\" } } ],\n    \"filter\": [\n      { \"term\":  { \"size\": \"M6\" } },\n      { \"range\": { \"length_mm\": { \"gte\": 18, \"lte\": 22 } } } ],\n    \"should\": [\n      { \"term\": { \"material\": { \"value\": \"sus304\",  \"_name\": \"material\" } } },\n      { \"term\": { \"thread\":   { \"value\": \"full\",    \"_name\": \"thread\" } } },\n      { \"term\": { \"length_mm\": { \"value\": 20,      \"_name\": \"length_exact\" } } },\n      { \"term\": { \"in_stock\": { \"value\": true,     \"_name\": \"in_stock\" } } } ] } }\n}\n```\n\n**`should` \u306e\u53e5\u306f\u3001\u4e00\u81f4\u3057\u306a\u304f\u3066\u3082\u5019\u88dc\u304b\u3089\u5916\u308c\u307e\u305b\u3093\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001`bool` \u306b `must` \u304b `filter` \u304c\u3042\u308b\u3068 `minimum_should_match` \u306e\u65e2\u5b9a\u306f0\u3067\u3001**`should` \u306e\u53e5\u306b\u4e00\u81f4\u3057\u306a\u304f\u3066\u3082\u6587\u66f8\u306f\u8fd4\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4e00\u81f4\u3057\u305f `should` \u306e\u53e5\u306f\u70b9\u6570\u3092\u4e0a\u3052\u308b\u306e\u3067\u3001\u6761\u4ef6\u306e\u591a\u304f\u5408\u3046\u54c1\u756a\u304c\u4e0a\u306b\u6765\u307e\u3059\u3002**\n\n**\u30d4\u30c3\u30c1\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3068\u304d\u3060\u3051 `should` \u306b\u5165\u308c\u307e\u3059\u3002** \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u53e5\u3092\u4f5c\u3089\u305a\u3001\u78ba\u304b\u3081\u308b\u70b9\u306b\u56de\u3057\u307e\u3059\uff08\u7b2c7\u7ae0\u300c\u524d\u51e6\u7406\u300d\uff09\u3002\n\n**\u8f9e\u66f8\u306b\u5165\u308c\u306a\u3044\u8a9e\u306e\u4e00\u89a7\u3092\u3001\u8f9e\u66f8\u3092\u4f5c\u308b\u3068\u304d\u306b\u5fc5\u305a\u898b\u307e\u3059\u3002** \u300c\u4e26\u76ee\u300d\u3068\u300c\u7d30\u76ee\u300d\u3092\u540c\u3058\u8a9e\u306b\u3059\u308b\u3068\u3001\u7d30\u76ee\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u4e26\u76ee\u306e\u54c1\u756a\u304c\u540c\u3058\u70b9\u6570\u3067\u51fa\u307e\u3059\u3002**\u547c\u3073\u65b9\u304c\u8fd1\u304f\u3066\u3082\u54c1\u306e\u9055\u3046\u8a9e\u306f\u3001\u8f9e\u66f8\u306e\u5916\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u547c\u3073\u5f84\u3092\u305d\u308d\u3048\u308b** \u2026 \u300cM6\u300d\u300cm6\u300d\u300c6mm\u300d\u300c\uff2d\uff16\u300d\u3092 `M6` \u306b\u3057\u307e\u3059\u3002\u30a4\u30f3\u30c1\u306e\u547c\u3073\uff08\u300c3\/8\u300d\u300c1\/4\u300d\u306a\u3069\uff09\u306f `inch_3\/8` \u306e\u3088\u3046\u306b\u5225\u306e\u533a\u5206\u306b\u3057\u3001\u30df\u30ea\u306d\u3058\u3068\u6df7\u305c\u307e\u305b\u3093\n2. **\u30d4\u30c3\u30c1\u3092\u533a\u5206\u306b\u3059\u308b** \u2026 \u300c\u4e26\u76ee\u300d\u300c\u7d30\u76ee\u300d\u300cP1.0\u300d\u3092\u533a\u5206\u306b\u3057\u307e\u3059\u3002**\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `unknown` \u306b\u3057\u3001\u4e26\u76ee\u3068\u898b\u306a\u3057\u307e\u305b\u3093**\n3. **\u9577\u3055\u3092\u6570\u306b\u3059\u308b** \u2026 \u300c\u9577\u305520\u300d\u300cL=20\u300d\u300c20mm\u300d\u3092 20 \u306b\u3057\u3001\u300c\u304f\u3089\u3044\u300d\u300c\u524d\u5f8c\u300d\u304c\u4ed8\u3044\u3066\u3044\u308c\u3070\u5e45\u3092\u4ed8\u3051\u307e\u3059\uff08\u65e2\u5b9a\u306f\u524d\u5f8c2mm\uff09\n4. **\u6750\u8cea\u3068\u8868\u9762\u51e6\u7406\u3092\u533a\u5206\u306b\u3059\u308b** \u2026 \u300c\u30b9\u30c6\u30f3\u300d\u300cSUS\u300d\u306f\u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u533a\u5206\u306b\u3057\u3001\u300cSUS304\u300d\u3068\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u305d\u306e\u533a\u5206\u307e\u3067\u7d30\u304b\u304f\u3057\u307e\u3059\n5. **\u306d\u3058\u90e8\u306e\u5f62\u3092\u533a\u5206\u306b\u3059\u308b** \u2026 \u300c\u5168\u306d\u3058\u300d\u300c\u5168\u30cd\u30b8\u300d\u3092 `full`\u3001\u300c\u534a\u306d\u3058\u300d\u3092 `half` \u306b\u3057\u307e\u3059\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `unknown` \u306b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3067\u4e26\u76ee\u3068\u898b\u306a\u3055\u306a\u3044\u306e\u304c\u3001\u7b2c3\u7ae0\u306e\uff08b\uff09\u3092\u9632\u304e\u307e\u3059\u3002** \u547c\u3073\u5f84\u3060\u3051\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u591a\u304f\u3001\u6163\u308c\u305f\u55b6\u696d\u307b\u3069\u4e26\u76ee\u3068\u601d\u3044\u8fbc\u307f\u307e\u3059\u3002**`unknown` \u306e\u554f\u3044\u5408\u308f\u305b\u306b\u306f\u3001\u78ba\u304b\u3081\u308b\u70b9\u306b\u300c\u30d4\u30c3\u30c1\uff08\u4e26\u76ee\u304b\u7d30\u76ee\u304b\uff09\u300d\u3092\u5fc5\u305a\u5165\u308c\u307e\u3059\u3002**\n\n**4\u756a\u76ee\u3067\u300c\u30b9\u30c6\u30f3\u300d\u3092\u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u533a\u5206\u306b\u3068\u3069\u3081\u308b\u306e\u306f\u3001\u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u4e2d\u306e\u533a\u5206\u3092\u63a8\u3057\u91cf\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u304c\u300c\u30b9\u30c6\u30f3\u300d\u3060\u3051\u306a\u3089\u3001SUS304 \u3082 SUS316 \u3082\u300c\u6750\u8cea\u306f\u5408\u3046\u300d\u3068\u51fa\u3057\u3001**\u78ba\u304b\u3081\u308b\u70b9\u306b\u300c\u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u7a2e\u985e\u300d\u3092\u5165\u308c\u307e\u3059\u3002** \u54c1\u756a\u306e\u8a18\u9332\u306e\u6750\u8cea\u306e\u9805\u76ee\u306f\u3001\u7d30\u304b\u3044\u533a\u5206\u306e\u307e\u307e\u6301\u3061\u307e\u3059\u3002\n\n**3\u756a\u76ee\u306e\u5e45\u306f\u3001\u55b6\u696d\u304c\u753b\u9762\u3067\u5909\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u9577\u3055\u306e\u6c7a\u307e\u3063\u305f\u54c1\u306e\u6ce8\u6587\u3067\u5e45\u3092\u5e83\u3052\u3059\u304e\u308b\u3068\u3001\u5408\u308f\u306a\u3044\u9577\u3055\u306e\u54c1\u756a\u304c\u4e0a\u306b\u6765\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\u4ed5\u69d8\u306e\u6761\u4ef6\u306b\u8aad\u307f\u66ff\u3048\u308b\u3053\u3068\u3068\u3001\u5019\u88dc\u3068\u5916\u308c\u305f\u6761\u4ef6\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u305f\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u3055\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|\n| \u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u30fb\u6570\u91cf\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3059 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30d4\u30c3\u30c1\u3084\u6750\u8cea\u306e\u7a2e\u985e\u3092\u3001\u54c1\u540d\u3084\u7528\u9014\u304b\u3089\u63a8\u3057\u91cf\u308b\u3053\u3068 |\n| \u54c1\u540d\u3092\u3001\u5ba2\u5148\u306e\u66f8\u304d\u65b9\u306e\u307e\u307e\u6e21\u3059\uff08\u8f9e\u66f8\u306f\u691c\u7d22\u306e\u5074\u3067\u4f7f\u3046\uff09 | \u30a4\u30f3\u30c1\u306e\u547c\u3073\u3092\u30df\u30ea\u306b\u76f4\u3059\u3053\u3068 |\n| \u5019\u88dc\u3054\u3068\u306b\u3001\u5916\u308c\u305f\u6761\u4ef6\u3068\u78ba\u304b\u3081\u308b\u70b9\u3092\u8a18\u9332\u306e\u307e\u307e\u4e26\u3079\u308b | \u5916\u308c\u305f\u6761\u4ef6\u306e\u3042\u308b\u54c1\u3067\u300c\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u3059\u300d\u3068\u8a00\u3046\u3053\u3068 |\n| \u805e\u304d\u8fd4\u3059\u9805\u76ee\u3092\u307e\u3068\u3081\u308b | \u5f37\u5ea6\u30fb\u8010\u98df\u30fb\u7de0\u3081\u4ed8\u3051\u306e\u6761\u4ef6\u306b\u3064\u3044\u3066\u66f8\u304f\u3053\u3068 |\n\n**\u300c\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u3059\u300d\u3068\u8a00\u308f\u305b\u306a\u3044\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7dda\u3067\u3059\u3002** \u6750\u8cea\u304c SUS316 \u304b\u3089 SUS304 \u306b\u5909\u308f\u308b\u3068\u3001\u4f7f\u3046\u5834\u6240\u306b\u3088\u3063\u3066\u306f\u9306\u3073\u307e\u3059\u3002**\u4ee3\u308f\u308a\u3067\u6e08\u3080\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4f7f\u3046\u5834\u6240\u3068\u6761\u4ef6\u3092\u77e5\u3063\u3066\u3044\u308b\u5ba2\u5148\u3067\u3059\u3002** \u51fa\u3059\u306e\u306f\u300c\u6750\u8cea\u304c\u9055\u3044\u307e\u3059\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3067\u3059\u3002\n\n**\u30a4\u30f3\u30c1\u3092\u30df\u30ea\u306b\u76f4\u3055\u305b\u306a\u3044\u306e\u3082\u540c\u3058\u7406\u7531\u3067\u3059\u3002** \u300c3\/8\u300d\u3092\u8fd1\u3044\u30df\u30ea\u306e\u547c\u3073\u5f84\u306b\u76f4\u3059\u3068\u3001**\u306d\u3058\u5c71\u306e\u5408\u308f\u306a\u3044\u54c1\u756a\u304c\u5019\u88dc\u306b\u51fa\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\u306d\u3058\u30fb\u30d5\u30a1\u30b9\u30ca\u30fc\u306e\u5546\u793e\u306e\u55b6\u696d\u3067\u3001\u5ba2\u5148\u304b\u3089\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\u54c1\u756a\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- name_raw: \u54c1\u540d\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300c\u30ad\u30e3\u30c3\u30d7\u300d\u306a\u3069\uff09\n- size_raw: \u547c\u3073\u5f84\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300cM6\u300d\u300c3\/8\u300d\u306a\u3069\uff09\n- pitch_raw: \u30d4\u30c3\u30c1\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\u3002\u7121\u3051\u308c\u3070\u7a7a\n- length_raw: \u9577\u3055\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300c20\u304f\u3089\u3044\u300d\u306a\u3069\uff09\n- material_raw: \u6750\u8cea\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\uff08\u300c\u30b9\u30c6\u30f3\u300d\u306a\u3069\uff09\n- surface_raw: \u8868\u9762\u51e6\u7406\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\u3002\u7121\u3051\u308c\u3070\u7a7a\n- thread_raw: \u306d\u3058\u90e8\u306e\u5f62\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\u3002\u7121\u3051\u308c\u3070\u7a7a\n- qty_raw: \u6570\u91cf\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- \u30d4\u30c3\u30c1\u30fb\u6750\u8cea\u306e\u7a2e\u985e\u30fb\u306d\u3058\u90e8\u306e\u5f62\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u54c1\u540d\u3084\u7528\u9014\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u30a4\u30f3\u30c1\u306e\u547c\u3073\u3092\u30df\u30ea\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u305f\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u9577\u3055\u3084\u6570\u91cf\u3092\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5ba2\u5148\u306e\u4f1a\u793e\u540d\u30fb\u62c5\u5f53\u8005\u540d\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\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\uff09\u306e\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u306d\u3058\u30fb\u30d5\u30a1\u30b9\u30ca\u30fc\u306e\u5546\u793e\u3067\u3001\u5ba2\u5148\u3078\u306e\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\n\u3010\u5019\u88dc\u3011\u306f\u54c1\u756a\u306e\u8a18\u9332\u3068\u3001\u7167\u4f1a\u3057\u305f\u5728\u5eab\u306e\u6570\u3067\u3059\u3002\n\u3010\u5916\u308c\u305f\u6761\u4ef6\u3011\u3068\u3010\u78ba\u304b\u3081\u308b\u70b9\u3011\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u304c\u4f5c\u3063\u305f\u3082\u306e\u3067\u3059\u3002\n\n\u3010\u66f8\u304d\u65b9\u3011\n- \u5019\u88dc\u3054\u3068\u306b\u3001\u54c1\u756a\u30fb\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\n  \u306d\u3058\u90e8\u306e\u5f62\u30fb\u5728\u5eab\u306e\u6570\u3092\u3001\u8a18\u9332\u306e\u5024\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u3010\u5916\u308c\u305f\u6761\u4ef6\u3011\u306f\u5019\u88dc\u3054\u3068\u306b\u3001\u6587\u8a00\u3092\u5909\u3048\u305a\u306b\u305d\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u3010\u78ba\u304b\u3081\u308b\u70b9\u3011\u306f\u6700\u5f8c\u306b\u307e\u3068\u3081\u3066\u3001\u6587\u8a00\u3092\u5909\u3048\u305a\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u300c\u4ee3\u308f\u308a\u306b\u306a\u308a\u307e\u3059\u300d\u300c\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u300d\u300c\u540c\u7b49\u54c1\u3067\u3059\u300d\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5f37\u5ea6\u30fb\u8010\u98df\u30fb\u7de0\u3081\u4ed8\u3051\u306b\u3064\u3044\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8a18\u9332\u306b\u7121\u3044\u6570\u5b57\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\u5916\u308c\u305f\u6761\u4ef6\u3011{unmatched}\n\u3010\u78ba\u304b\u3081\u308b\u70b9\u3011{check_points}\n```\n\n**\u300c\u5916\u308c\u305f\u6761\u4ef6\u3092\u6587\u8a00\u3092\u5909\u3048\u305a\u306b\u66f8\u304f\u300d\u304c\u30012\u56de\u76ee\u306e\u6307\u793a\u306e\u4e2d\u5fc3\u3067\u3059\u3002** AI\u306f\u300c\u6750\u8cea\u304c\u9055\u3044\u307e\u3059\uff08\u8a18\u9332\uff1aSUS304\uff09\u300d\u3092\u300c\u6750\u8cea\u306f\u30b9\u30c6\u30f3\u30ec\u30b9\u3067\u3059\u300d\u306e\u3088\u3046\u306b\u4e38\u3081\u3066\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u4e38\u3081\u308b\u3068\u3001\u5916\u308c\u305f\u6761\u4ef6\u304c\u5408\u3063\u305f\u6761\u4ef6\u306b\u898b\u3048\u307e\u3059\u3002** \u5199\u3055\u305b\u3066\u3001\u5f8c\u3067\u7167\u5408\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  \"conditions\": { \"name\": \"\", \"size\": \"\", \"pitch\": \"coarse | fine | unknown\",\n                  \"length_mm\": 0, \"material\": \"\", \"thread\": \"full | half | unknown\" },\n  \"candidates\": [\n    { \"item_no\": \"\", \"name\": \"\", \"size\": \"\", \"length_mm\": 0, \"material\": \"\",\n      \"stock\": \"\", \"matched\": [\"\"], \"unmatched\": [\"\"] } ],\n  \"check_points\": [\"\"],\n  \"draft\": \"\"\n}\n```\n\nAWS \u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3067\u306f\u3001Converse API \u306e `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\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u3059\u3079\u3066\u306e `object` \u306b `additionalProperties: false` \u304c\u8981\u308a\u3001\u6570\u5024\u306e `minimum`\u30fb`maximum` \u306f\u4f7f\u3048\u307e\u305b\u3093\u3002** \u30d4\u30c3\u30c1\u3068\u306d\u3058\u90e8\u306e\u5f62\u306f `enum` \u3067\u7e1b\u308a\u3001`unknown` \u3092\u5fc5\u305a\u9078\u3079\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`matched` \u3068 `unmatched` \u3092\u691c\u7d22\u306e\u7d50\u679c\u3068\u7167\u5408\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** `unmatched` \u306f\u3001\u691c\u7d22\u3067\u4f5c\u3063\u305f\u540d\u524d\u306e\u3046\u3061 `matched_queries` \u306b\u7121\u304b\u3063\u305f\u3082\u306e\u3067\u3059\u3002**\u4e0b\u66f8\u304d\u306e `unmatched` \u304c Lambda \u306e\u4f5c\u3063\u305f\u3082\u306e\u30681\u3064\u3067\u3082\u9055\u3048\u3070\u3001\u4e0b\u66f8\u304d\u3092\u51fa\u3055\u305a\u306b\u4f5c\u308a\u76f4\u3057\u307e\u3059\u3002**\n\n\u5916\u308c\u305f\u6761\u4ef6\u306e\u6587\u306f\u3001\u6b21\u306e\u898f\u5247\u3067\u4f5c\u308a\u307e\u3059\u3002\n\n| \u540d\u524d | \u5916\u308c\u305f\u3068\u304d\u306e\u6587 |\n|:--|:--|\n| `material` | \u6750\u8cea\u304c\u9055\u3044\u307e\u3059\uff08\u554f\u3044\u5408\u308f\u305b\uff1a\u301c\uff0f\u8a18\u9332\uff1a\u301c\uff09 |\n| `thread` | \u306d\u3058\u90e8\u306e\u5f62\u304c\u9055\u3044\u307e\u3059\uff08\u554f\u3044\u5408\u308f\u305b\uff1a\u301c\uff0f\u8a18\u9332\uff1a\u301c\uff09 |\n| `length_exact` | \u9577\u3055\u304c\u9055\u3044\u307e\u3059\uff08\u554f\u3044\u5408\u308f\u305b\uff1a\u301c\uff0f\u8a18\u9332\uff1a\u301c\uff09 |\n| `in_stock` | \u5728\u5eab\u304c\u3042\u308a\u307e\u305b\u3093\uff08\u5165\u8377\u306e\u4e88\u5b9a\uff1a\u301c\uff09 |\n\n\u78ba\u304b\u3081\u308b\u70b9\u306f\u3001`unknown` \u306e\u533a\u5206\u304b\u3089\u6b21\u306e\u3088\u3046\u306b\u4f5c\u308a\u307e\u3059\u3002\n\n| \u533a\u5206 | \u78ba\u304b\u3081\u308b\u70b9 |\n|:--|:--|\n| `pitch` \u304c `unknown` | \u30d4\u30c3\u30c1\uff08\u4e26\u76ee\u304b\u7d30\u76ee\u304b\uff09\u3092\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044 |\n| \u6750\u8cea\u304c\u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u533a\u5206\u3060\u3051 | \u30b9\u30c6\u30f3\u30ec\u30b9\u306e\u7a2e\u985e\u3092\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044 |\n| `thread` \u304c `unknown` | \u5168\u306d\u3058\u304b\u534a\u306d\u3058\u304b\u3092\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044 |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u8ca9\u58f2\u306e\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u3001\u5728\u5eab\u306e\u7167\u4f1a\uff08\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09 | \u54c1\u756a\u306e\u7d22\u5f15\u306e\u5143\u3001\u8fd4\u4e8b\u306e\u6570 |\n| Amazon OpenSearch Service | Lambda \u304b\u3089\u306e\u767b\u9332\u30fb\u691c\u7d22 | \u54c1\u756a\u306e\u7d22\u5f15\u3001\u547c\u3073\u65b9\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| \u55b6\u696d\u306e\u753b\u9762 | \u793e\u5185\u306e\u753b\u9762 | \u554f\u3044\u5408\u308f\u305b\u306e\u8cbc\u308a\u4ed8\u3051\u3001\u5019\u88dc\u3068\u5916\u308c\u305f\u6761\u4ef6\u3001\u4e0b\u66f8\u304d |\n\n**\u8fd4\u4e8b\u306e\u9001\u4fe1\u306f\u3001\u55b6\u696d\u304c\u3044\u3064\u3082\u306e\u30e1\u30fc\u30eb\u304b\u96fb\u8a71\u3067\u884c\u3044\u307e\u3059\u3002** \u3053\u306e\u69cb\u6210\u304b\u3089\u5ba2\u5148\u3078\u76f4\u63a5\u9001\u308b\u7d4c\u8def\u306f\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u8aad\u307f\u66ff\u3048\u3092\u898b\u308b** \u2026 \u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\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. **\u78ba\u304b\u3081\u308b\u70b9\u3092\u898b\u308b** \u2026 \u30d4\u30c3\u30c1\u3084\u6750\u8cea\u306e\u7a2e\u985e\u304c\u5206\u304b\u3089\u306a\u3044\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u805e\u304d\u8fd4\u3057\u3066\u304b\u3089\u54c1\u756a\u3092\u6c7a\u3081\u307e\u3059\n3. **\u5916\u308c\u305f\u6761\u4ef6\u3092\u898b\u308b** \u2026 \u5916\u308c\u305f\u6761\u4ef6\u306e\u3042\u308b\u5019\u88dc\u3092\u8fd4\u3059\u3068\u304d\u306f\u3001\u5916\u308c\u305f\u3053\u3068\u304c\u4e0b\u66f8\u304d\u306b\u6b8b\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n4. **\u5728\u5eab\u3068\u7d0d\u671f\u3092\u78ba\u304b\u3081\u308b** \u2026 \u7167\u4f1a\u306e\u6570\u3068\u5165\u8377\u306e\u4e88\u5b9a\u3092\u78ba\u304b\u3081\u3066\u8fd4\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7b2c3\u7ae0\u306e\uff08c\uff09\u306f\u3053\u3053\u3067\u9632\u304e\u307e\u3059\u3002**\u5916\u308c\u305f\u6761\u4ef6\u3092\u66f8\u304b\u305a\u306b\u8fd4\u3059\u3068\u3001\u5ba2\u5148\u306f\u5168\u90e8\u306e\u6761\u4ef6\u304c\u5408\u3063\u3066\u3044\u308b\u3068\u601d\u3063\u3066\u6ce8\u6587\u3057\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u54c1\u540d\u304c\u8f9e\u66f8\u3067\u8aad\u307f\u66ff\u3048\u3089\u308c\u305a0\u4ef6 | \u547c\u3073\u5f84\u3068\u9577\u3055\u3060\u3051\u3067\u5f15\u3044\u305f\u4ef6\u6570\u3092\u793a\u3057\u3001\u54c1\u540d\u306e\u8a00\u8449\u3092\u753b\u9762\u306b\u51fa\u3059\u3002\u8f9e\u66f8\u306b\u8db3\u3059\u5019\u88dc\u3068\u3057\u3066\u8a18\u9332\u3059\u308b |\n| \u30a4\u30f3\u30c1\u306e\u547c\u3073 | \u30a4\u30f3\u30c1\u306e\u533a\u5206\u3060\u3051\u3067\u5f15\u304f\u3002\u30df\u30ea\u306e\u54c1\u756a\u306f\u51fa\u3055\u306a\u3044 |\n| \u30d4\u30c3\u30c1\u306e\u8a18\u9332\u304c\u7121\u3044\u54c1\u756a\u304c\u5f53\u305f\u308b | \u300c\u30d4\u30c3\u30c1\u306e\u8a18\u9332\u306a\u3057\u300d\u3068\u3057\u3066\u51fa\u3057\u3001\u30e1\u30fc\u30ab\u30fc\u306e\u30ab\u30bf\u30ed\u30b0\u3092\u78ba\u304b\u3081\u308b |\n| \u5168\u90e8\u306e\u6761\u4ef6\u304c\u5408\u3046\u54c1\u756a\u304c\u7121\u3044 | \u5916\u308c\u305f\u6761\u4ef6\u306e\u5c11\u306a\u3044\u9806\u306b\u51fa\u3057\u3001\u5916\u308c\u305f\u6761\u4ef6\u3092\u5fc5\u305a\u6dfb\u3048\u308b |\n| \u56f3\u9762\u306e\u90e8\u54c1\u8868\u3067\u54c1\u756a\u306e\u66f8\u304d\u65b9\u304c\u5ba2\u5148\u72ec\u81ea | \u5ba2\u5148\u306e\u54c1\u756a\u3092\u8aad\u307f\u66ff\u3048\u305a\u3001\u4ed5\u69d8\u306e\u8a00\u8449\u3060\u3051\u3067\u5f15\u304f\u3002\u5ba2\u5148\u306e\u54c1\u756a\u3068\u306e\u5bfe\u5fdc\u306f\u55b6\u696d\u304c\u78ba\u304b\u3081\u308b |\n| \u7167\u4f1a\u3068\u7d22\u5f15\u306e\u5728\u5eab\u304c\u9055\u3046 | \u7167\u4f1a\u306e\u6570\u3092\u4f7f\u3044\u3001\u7d22\u5f15\u306f\u6b21\u306e\u53d6\u308a\u8fbc\u307f\u3067\u76f4\u308b |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u8fd4\u3089\u306a\u3044 | \u5019\u88dc\u306e\u4e00\u89a7\u3068\u5916\u308c\u305f\u6761\u4ef6\u3060\u3051\u3092\u51fa\u3057\u3001\u4e0b\u66f8\u304d\u306f\u55b6\u696d\u304c\u66f8\u304f |\n\n**4\u884c\u76ee\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u591a\u3044\u4f8b\u5916\u3067\u3059\u3002** \u5916\u308c\u305f\u6761\u4ef6\u306e\u5c11\u306a\u3044\u9806\u306b\u4e26\u3079\u3066\u3082\u3001**\u3069\u306e\u6761\u4ef6\u304c\u5916\u308c\u3066\u3088\u3044\u304b\u306f\u5ba2\u5148\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002** \u5916\u308c\u305f\u6761\u4ef6\u3092\u6dfb\u3048\u3066\u5019\u88dc\u3092\u8fd4\u3057\u3001\u9078\u3076\u306e\u306f\u5ba2\u5148\u306b\u4efb\u305b\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\u5ba2\u5148\u306e\u540d\u524d\u3092\u4f0f\u305b\u305f\u3082\u306e\uff09\u30011\u56de\u76ee\u306e JSON\u3001\u55b6\u696d\u304c\u76f4\u3057\u305f\u7b87\u6240\n- \u691c\u7d22\u306e\u6761\u4ef6\u3001\u5019\u88dc\u3001`matched_queries`\u3001\u5916\u308c\u305f\u6761\u4ef6\u3068\u78ba\u304b\u3081\u308b\u70b9\u30012\u56de\u76ee\u306e JSON \u3068\u7167\u5408\u306e\u7d50\u679c\n- \u8fd4\u4e8b\u3067\u51fa\u3057\u305f\u54c1\u756a\u3068\u3001\u5ba2\u5148\u304c\u6ce8\u6587\u3057\u305f\u54c1\u756a\n- \u547c\u3073\u65b9\u306e\u8f9e\u66f8\u3068\u8f9e\u66f8\u306b\u5165\u308c\u306a\u3044\u8a9e\u306e\u4e00\u89a7\u3092\u66f4\u65b0\u3057\u305f\u65e5\u3068\u62c5\u5f53\n\n**3\u3064\u76ee\u306f\u3001\u8f9e\u66f8\u3092\u80b2\u3066\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u5019\u88dc\u306b\u51fa\u306a\u304b\u3063\u305f\u54c1\u756a\u3092\u5ba2\u5148\u304c\u6ce8\u6587\u3057\u3066\u3044\u308c\u3070\u3001**\u3069\u306e\u547c\u3073\u65b9\u3067\u5f15\u3051\u306a\u304b\u3063\u305f\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08\u547c\u3073\u65b9\u306e\u9055\u3046\u3082\u306e\u3001\u30d4\u30c3\u30c1\u306e\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3082\u306e\u3001\u30a4\u30f3\u30c1\u306e\u3082\u306e\u3092\u6df7\u305c\u308b\uff09\n2. \u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u55b6\u696d\u304c\u5f53\u6642\u8fd4\u3057\u305f\u54c1\u756a\u3068\u3001\u805e\u304d\u8fd4\u3057\u305f\u9805\u76ee\u3092\u66f8\u304d\u51fa\u3059\n3. \u3088\u304f\u51fa\u308b2,000\u54c1\u756a\u306b\u3064\u3044\u3066\u3001\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u306d\u3058\u90e8\u306e\u5f62\u3092\u8868\u8a08\u7b97\u306b\u66f8\u304d\u51fa\u3059\n4. 30\u4ef6\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u300c\u54c1\u540d\u30fb\u547c\u3073\u5f84\u30fb\u30d4\u30c3\u30c1\u30fb\u9577\u3055\u30fb\u6750\u8cea\u3092\u66f8\u304b\u308c\u305f\u307e\u307e\u53d6\u308a\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u3057\u91cf\u3089\u305a\u3001\u30a4\u30f3\u30c1\u3092\u30df\u30ea\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\uff08**\u5ba2\u5148\u306e\u540d\u524d\u306f\u4f0f\u305b\u3066\u304b\u3089\u8cbc\u308a\u307e\u3059**\uff09\n5. \u53d6\u308a\u51fa\u3057\u305f\u6761\u4ef6\u3067\u8868\u8a08\u7b97\u3092\u5f15\u304d\u3001\u5f53\u6642\u8fd4\u3057\u305f\u54c1\u756a\u304c\u898b\u3064\u304b\u308b\u304b\u3092\u898b\u308b\n6. \u30d4\u30c3\u30c1\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u554f\u3044\u5408\u308f\u305b\u306e\u6570\u3068\u3001\u5f53\u6642\u805e\u304d\u8fd4\u3057\u305f\u304b\u3092\u6570\u3048\u308b\n\n**6\u756a\u76ee\u3067\u805e\u304d\u8fd4\u3057\u3066\u3044\u306a\u3044\u4ef6\u304c\u591a\u3051\u308c\u3070\u3001\u78ba\u304b\u3081\u308b\u70b9\u3092\u51fa\u3059\u3053\u3068\u306e\u52b9\u304d\u76ee\u304c\u305d\u306e\u307e\u307e\u898b\u3048\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u54c1\u756a\u304c\u898b\u3064\u304b\u308a\u3001\u5916\u308c\u305f\u6761\u4ef6\u3082\u4e26\u3079\u3089\u308c\u305f | **OpenSearch \u306e\u7d22\u5f15\u306b\u9032\u3080** |\n| \u30d4\u30c3\u30c1\u3092\u63a8\u3057\u91cf\u3063\u305f\u30fb\u30a4\u30f3\u30c1\u3092\u76f4\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u54c1\u756a\u306e\u8a18\u9332\u306b\u30d4\u30c3\u30c1\u3084\u6750\u8cea\u304c\u7121\u3044\u3082\u306e\u304c\u591a\u3044 | **\u54c1\u756a\u306e\u8a18\u9332\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\u3067\u54c1\u756a\u3092\u5f15\u304f \uff0f \u554f\u3044\u5408\u308f\u305b\u306e\u6574\u7406","semi_auto_setup":"\u4e0a\u8a18\uff0bOpenSearch \u306b\u54c1\u756a\u306e\u7d22\u5f15\u3092\u4f5c\u308a\u3001\u547c\u3073\u65b9\u306e\u8f9e\u66f8\u3068\u540d\u524d\u4ed8\u304d\u306e\u6761\u4ef6\u3067\u5f15\u304f \uff0f \u5019\u88dc\u3068\u5916\u308c\u305f\u6761\u4ef6\u306e\u691c\u7d22","full_setup":"\u4e0a\u8a18\uff0b\u78ba\u304b\u3081\u308b\u70b9\u306e\u4f5c\u6210\u3001\u5728\u5eab\u306e\u7167\u4f1a\u3001\u8fd4\u4e8b\u306e\u4e0b\u66f8\u304d\u3068\u7167\u5408 \uff0f \u554f\u3044\u5408\u308f\u305b\u304b\u3089\u4e0b\u66f8\u304d\u307e\u3067","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef610\u5206\u304c6\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u54c1\u756a\u306e\u691c\u7d22\u3068\u5f15\u304d\u76f4\u3057\u306f\u307b\u307c\u306a\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u78ba\u304b\u3081\u308b\u70b9\u306e\u6d17\u3044\u51fa\u3057\u3068\u8fd4\u4e8b\u3092\u66f8\u304f\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30674\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002**\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\u547c\u3073\u65b9\u3067\u5f15\u3051\u306a\u304b\u3063\u305f\u304b\u3001\u3069\u306e\u54c1\u756a\u306b\u30d4\u30c3\u30c1\u3084\u6750\u8cea\u306e\u8a18\u9332\u304c\u7121\u3044\u304b\u304c\u6b8b\u308a\u307e\u3059\u3002**\u8f9e\u66f8\u3068\u8a18\u9332\u3092\u6574\u3048\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001\u5019\u88dc\u304c\u78ba\u304b\u306b\u306a\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u4e26\u76ee\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u7d30\u76ee\u304c\u540c\u3058\u70b9\u6570\u3067\u51fa\u308b | \u4e26\u76ee\u3068\u7d30\u76ee\u3092\u8f9e\u66f8\u306b\u5165\u308c\u306a\u3044\u3002\u30d4\u30c3\u30c1\u306f\u540d\u524d\u4ed8\u304d\u306e\u6761\u4ef6\u3067\u898b\u308b |\n| \u30d4\u30c3\u30c1\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u306e\u306b\u4e26\u76ee\u3067\u8fd4\u3059 | `unknown` \u3092\u6b8b\u3057\u3001\u78ba\u304b\u3081\u308b\u70b9\u3092\u5fc5\u305a\u5165\u308c\u308b |\n| \u30a4\u30f3\u30c1\u306e\u547c\u3073\u3067\u30df\u30ea\u306e\u54c1\u756a\u304c\u51fa\u308b | \u30a4\u30f3\u30c1\u3092\u5225\u306e\u533a\u5206\u306b\u3057\u3001\u30df\u30ea\u3068\u6df7\u305c\u306a\u3044 |\n| \u6750\u8cea\u3067\u7d5e\u3063\u3066\u3001\u6750\u8cea\u3060\u3051\u9055\u3046\u5728\u5eab\u304c\u6d88\u3048\u308b | \u6750\u8cea\u306f `should` \u306e\u540d\u524d\u4ed8\u304d\u306e\u6761\u4ef6\u306b\u3057\u3001\u5916\u308c\u305f\u6761\u4ef6\u3068\u3057\u3066\u51fa\u3059 |\n| \u8f9e\u66f8\u3092 S3 \u306b\u7f6e\u3044\u305f\u306e\u306b\u691c\u7d22\u304c\u5909\u308f\u3089\u306a\u3044 | \u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f4\u65b0\u3057\u3001\u30c9\u30e1\u30a4\u30f3\u306b\u9069\u7528\u3059\u308b |\n| \u5916\u308c\u305f\u6761\u4ef6\u304c\u4e38\u3081\u3089\u308c\u3066\u5408\u3063\u305f\u3088\u3046\u306b\u898b\u3048\u308b | \u6587\u8a00\u306e\u307e\u307e\u5199\u3055\u305b\u3001Lambda \u306e\u6587\u3068\u7167\u5408\u3059\u308b |\n| \u8f9e\u66f8\u3092\u7d22\u5f15\u306e\u5206\u6790\u5668\u306b\u5165\u308c\u3066\u691c\u7d22\u304c\u305a\u308c\u308b | `synonym_graph` \u306f\u691c\u7d22\u306e\u5206\u6790\u5668\u3060\u3051\u306b\u4f7f\u3046 |\n\n**\u4e0a\u306e3\u884c\u306f\u3001\u691c\u7d22\u304c\u304d\u308c\u3044\u306b\u52d5\u3044\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u3066\u8d77\u304d\u308b\u5931\u6557\u3067\u3059\u3002** \u3069\u308c\u3082\u9055\u3046\u54c1\u756a\u304c\u5408\u3063\u305f\u54c1\u756a\u306e\u3088\u3046\u306b\u51fa\u307e\u3059\u3002**\u7b2c8\u7ae0\u306e30\u4ef6\u3067\u3001\u5f53\u6642\u8fd4\u3057\u305f\u54c1\u756a\u304c\u51fa\u3066\u304f\u308b\u304b\u3001\u78ba\u304b\u3081\u308b\u70b9\u304c\u51fa\u308b\u304b\u3092\u5fc5\u305a\u898b\u3066\u304f\u3060\u3055\u3044\u3002**\n\n**4\u884c\u76ee\u306f\u3001\u9006\u306b\u5019\u88dc\u304c\u8db3\u308a\u306a\u304f\u898b\u3048\u308b\u5931\u6557\u3067\u3059\u3002** \u6761\u4ef6\u3092\u5168\u90e8 `filter` \u306b\u5165\u308c\u308b\u3068\u3001\u6750\u8cea\u3060\u3051\u9055\u3046\u5728\u5eab\u306e\u54c1\u756a\u304c\u5019\u88dc\u304b\u3089\u6d88\u3048\u3001\u300c\u5728\u5eab\u306a\u3057\u300d\u3068\u8fd4\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u3069\u306e\u6761\u4ef6\u3092\u7d5e\u308a\u8fbc\u307f\u306b\u3057\u3001\u3069\u306e\u6761\u4ef6\u3092\u540d\u524d\u4ed8\u304d\u306e\u6761\u4ef6\u306b\u3059\u308b\u304b\u306f\u3001\u55b6\u696d\u3068\u6c7a\u3081\u3066\u8868\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002** \u547c\u3073\u5f84\u3068\u9577\u3055\u306e\u5e45\u306f\u7d5e\u308a\u8fbc\u307f\u3001\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u30fb\u306d\u3058\u90e8\u306e\u5f62\u306f\u540d\u524d\u4ed8\u304d\u306e\u6761\u4ef6\u3001\u304c\u672c\u8a18\u4e8b\u306e\u65e2\u5b9a\u3067\u3059\u3002\n\n**5\u884c\u76ee\u304b\u30897\u884c\u76ee\u306f\u3001\u8f9e\u66f8\u306e\u904b\u7528\u306b\u307e\u3064\u308f\u308b\u5931\u6557\u3067\u3059\u3002** \u8f9e\u66f8\u306e\u8868\u3092\u76f4\u3057\u305f\u306e\u306b\u691c\u7d22\u304c\u5909\u308f\u3089\u306a\u3044\u3068\u304d\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u9069\u7528\u3092\u5fd8\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u307b\u3068\u3093\u3069\u3067\u3059\u3002**\u8868\u3092\u76f4\u3057\u305f\u65e5\u3068\u9069\u7528\u3057\u305f\u65e5\u3092\u3001\u540c\u3058\u8a18\u9332\u306b\u4e26\u3079\u3066\u6b8b\u3057\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5ba2\u5148\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u3001\u54c1\u756a\u3068\u5728\u5eab\u306e\u8a18\u9332\u3067\u3059\u3002**\u554f\u3044\u5408\u308f\u305b\u306b\u306f\u3001\u5ba2\u5148\u306e\u8a2d\u5099\u3084\u88fd\u54c1\u306e\u90e8\u54c1\u8868\u306e\u4e00\u90e8\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n1. **\u5ba2\u5148\u306e\u60c5\u5831\u3092\u5916\u3059** \u2026 \u5ba2\u5148\u306e\u4f1a\u793e\u540d\u30fb\u62c5\u5f53\u8005\u540d\u306f Claude \u306b\u6e21\u3057\u307e\u305b\u3093\u3002**\u56f3\u9762\u3084\u90e8\u54c1\u8868\u3092\u305d\u306e\u307e\u307e\u6e21\u3055\u305a\u3001\u4ed5\u69d8\u306e\u8a00\u8449\u3060\u3051\u3092\u6e21\u3057\u307e\u3059**\n2. **\u7528\u9014\u306b\u5408\u3046\u304b\u3092\u5224\u65ad\u3057\u306a\u3044** \u2026 \u5f37\u5ea6\u30fb\u8010\u98df\u30fb\u7de0\u3081\u4ed8\u3051\u306e\u6761\u4ef6\u306b\u5408\u3046\u304b\u306f\u3001\u5ba2\u5148\u304c\u6c7a\u3081\u307e\u3059\u3002**\u4e0b\u66f8\u304d\u306b\u66f8\u304b\u305b\u307e\u305b\u3093**\n3. **\u4ee3\u308f\u308a\u3092\u52e7\u3081\u306a\u3044** \u2026 \u5916\u308c\u305f\u6761\u4ef6\u306e\u3042\u308b\u54c1\u306f\u3001\u5916\u308c\u305f\u3053\u3068\u3092\u6dfb\u3048\u3066\u793a\u3059\u307e\u3067\u3067\u3059\n4. **\u8f9e\u66f8\u306e\u624b\u5165\u308c\u306e\u62c5\u5f53\u3092\u6c7a\u3081\u308b** \u2026 \u8aa4\u3063\u305f\u8a00\u3044\u63db\u3048\u304c\u5165\u308b\u3068\u3001\u9055\u3046\u54c1\u756a\u304c\u5408\u3063\u305f\u3088\u3046\u306b\u51fa\u307e\u3059\u3002**\u8db3\u3059\u524d\u306b\u5225\u306e\u55b6\u696d\u304c\u78ba\u304b\u3081\u307e\u3059**\n5. **\u7d22\u5f15\u3078\u306e\u63a5\u7d9a\u3092\u9650\u308b** \u2026 OpenSearch \u306e\u30c9\u30e1\u30a4\u30f3\u306b\u306f\u3001Lambda \u3068\u55b6\u696d\u306e\u753b\u9762\u3060\u3051\u304c\u63a5\u7d9a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n6. **\u8fd4\u3057\u305f\u54c1\u756a\u3092\u6b8b\u3059** \u2026 \u8fd4\u3057\u305f\u5019\u88dc\u3068\u5916\u308c\u305f\u6761\u4ef6\u3001\u5ba2\u5148\u304c\u6ce8\u6587\u3057\u305f\u54c1\u756a\u3092\u6b8b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u30d4\u30c3\u30c1\u3084\u6750\u8cea\u306e\u9055\u3046\u54c1\u756a\u3092\u5408\u3063\u305f\u54c1\u756a\u3068\u3057\u3066\u8fd4\u3059\u3053\u3068\u3001\u5916\u308c\u305f\u6761\u4ef6\u3092\u4f1d\u3048\u5fd8\u308c\u308b\u3053\u3068\u3001AI\u306e\u6587\u3067\u4ee3\u308f\u308a\u306b\u306a\u308b\u3068\u8a00\u3044\u5207\u308b\u3053\u3068\u306e3\u3064\u3067\u3059\u3002** `unknown` \u3068\u78ba\u304b\u3081\u308b\u70b9\u3001\u540d\u524d\u4ed8\u304d\u306e\u6761\u4ef6\u3068\u7167\u5408\u3001\u4ee3\u308f\u308a\u3092\u66f8\u304b\u305b\u306a\u3044\u6307\u793a\u306e3\u3064\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u30dc\u30eb\u30c8\u30fb\u30ca\u30c3\u30c8\u30fb\u5c0f\u306d\u3058\u30fb\u5ea7\u91d1\u306a\u3069\u306e\u54c1\u756a\u304c\u6570\u4e07\u3042\u308a\u3001\u5de5\u5834\u30fb\u5de5\u52d9\u5e97\u30fb\u8a2d\u5099\u696d\u8005\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u6bce\u6708\u6570\u767e\u4ef6\u3042\u308b\u3001\u306d\u3058\u30fb\u30d5\u30a1\u30b9\u30ca\u30fc\u306e\u5546\u793e\u3002\u54c1\u756a\u306e\u8a18\u9332\u306b\u306f\u547c\u3073\u5f84\u30fb\u9577\u3055\u30fb\u6750\u8cea\u30fb\u8868\u9762\u51e6\u7406\u304c\u5165\u3063\u3066\u3044\u308b\u306e\u306b\u3001\u5ba2\u5148\u306e\u547c\u3073\u65b9\u304c\u3070\u3089\u3070\u3089\u3067\u3001\u54c1\u756a\u3092\u6319\u3052\u308b\u306e\u304c\u30d9\u30c6\u30e9\u30f3\u306e\u55b6\u696d\u306e\u8a18\u61b6\u306b\u983c\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u30d4\u30c3\u30c1\u3084\u6750\u8cea\u306e\u78ba\u304b\u3081\u6f0f\u308c\u3067\u3001\u9055\u3046\u54c1\u756a\u3092\u51fa\u8377\u3057\u305f\u3053\u3068\u304c\u3042\u308b\u5834\u5408\u3002AWS 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| `synonym_graph` \u3092\u691c\u7d22\u306e\u5206\u6790\u5668\u3067\u3060\u3051\u4f7f\u3046\u3079\u304d\u3067\u3001\u7d22\u5f15\u306e\u5206\u6790\u5668\u3067\u4f7f\u3046\u3068\u8907\u6570\u306e\u8a9e\u306e\u540c\u7fa9\u8a9e\u304c\u5f8c\u308d\u306e\u8a9e\u306e\u4f4d\u7f6e\u3092\u305a\u3089\u3059\u3053\u3068 | [OpenSearch: Synonym graph token filter](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_analyzers\/token-filters\/synonym-graph.md) | 2026-10-28 |\n| \u8f9e\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u30c9\u30e1\u30a4\u30f3\u306b\u95a2\u9023\u4ed8\u3051\u3001`synonyms_path` \u3067\u4f7f\u3048\u308b\u3053\u3068\u3002S3 \u306b\u65b0\u3057\u3044\u7248\u3092\u7f6e\u3044\u3066\u3082\u81ea\u52d5\u3067\u306f\u66f4\u65b0\u3055\u308c\u305a\u3001\u66f4\u65b0\u3068\u9069\u7528\u304c\u8981\u308b\u3053\u3068\u3002`updateable: true` \u304c\u691c\u7d22\u306e\u5206\u6790\u5668\u306b\u3060\u3051\u4f7f\u3048\u308b\u3053\u3068 | [AWS: Importing and managing packages in Amazon OpenSearch Service](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/custom-packages.html) | 2026-10-28 |\n| \u691c\u7d22\u306e\u53e5\u306b `_name` \u3092\u4ed8\u3051\u3089\u308c\u3001\u4e00\u81f4\u306b\u304b\u304b\u308f\u3063\u305f\u53e5\u306e\u540d\u524d\u304c `matched_queries` \u306e\u914d\u5217\u3067\u8fd4\u308b\u3053\u3068 | [OpenSearch: Named queries](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_query-dsl\/named-queries.md) | 2026-10-28 |\n| `bool` \u306b `must` \u304b `filter` \u304c\u3042\u308b\u3068 `minimum_should_match` \u306e\u65e2\u5b9a\u304c0\u3067\u3001`should` \u306e\u53e5\u306b\u4e00\u81f4\u3057\u306a\u304f\u3066\u3082\u6587\u66f8\u304c\u8fd4\u308a\u3001\u4e00\u81f4\u3057\u305f `should` \u306e\u53e5\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) | 2026-10-28 |\n| `range` \u306e `gte`\u30fb`lte` \u306a\u3069\u3067\u9805\u76ee\u306e\u5024\u306e\u7bc4\u56f2\u3092\u554f\u3048\u308b\u3053\u3068 | [OpenSearch: Range query](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_query-dsl\/term\/range.md) | 2026-10-28 |\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) | 2026-10-28 |\n\n**\u306d\u3058\u304c\u7528\u9014\u306b\u5408\u3046\u304b\u3001\u4ee3\u308f\u308a\u306e\u54c1\u3067\u6e08\u307e\u305b\u308b\u304b\u306f\u3001\u5ba2\u5148\u3068\u55b6\u696d\u304c\u4f7f\u3046\u5834\u6240\u3068\u6761\u4ef6\u3092\u78ba\u304b\u3081\u3066\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u8a18\u306e\u8cc7\u6599\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":[28,19,18],"uc_department":[38],"uc_task":[58,57],"uc_issue":[69,70,72],"uc_effect":[83,82,80],"uc_ai_function":[90],"class_list":["post-17206","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-trading","uc_industry-construction","uc_industry-manufacturing","uc_department-sales","uc_task-inquiry-response","uc_task-information-search","uc_issue-many-inquiries","uc_issue-person-dependent","uc_issue-check-errors","uc_effect-fewer-omissions","uc_effect-faster-response","uc_effect-deskilling","uc_ai_function-rag"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/17206","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\/17206\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=17206"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=17206"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=17206"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=17206"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=17206"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=17206"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=17206"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=17206"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=17206"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=17206"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}