{"id":14605,"date":"2026-10-07T10:04:13","date_gmt":"2026-10-07T01:04:13","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/work-standard-shopfloor-search\/"},"modified":"2026-10-07T10:04:13","modified_gmt":"2026-10-07T01:04:13","slug":"work-standard-shopfloor-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/work-standard-shopfloor-search\/","title":{"rendered":"\u88fd\u9020\u73fe\u5834\u306e\u7aef\u672b\u304b\u3089\u3001\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306e\u756a\u53f7\u3068\u8a00\u8449\u3067\u4f5c\u696d\u6a19\u6e96\u66f8\u30fb\u4f5c\u696d\u6307\u793a\u66f8\u30fb\u5909\u66f4\u8a18\u9332\u3092\u6a2a\u65ad\u3067\u63a2\u3057\u3001\u3044\u307e\u6709\u52b9\u306a\u7248\u306e\u624b\u9806\u3092\u6839\u62e0\u4ed8\u304d\u3067\u8fd4\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u30e9\u30a4\u30f3\u306e\u7aef\u672b\u306b\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306e\u756a\u53f7\u3068\u77e5\u308a\u305f\u3044\u3053\u3068\u3092\u5165\u308c\u308b\u3068\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u30fb\u4f5c\u696d\u6307\u793a\u66f8\u30fb\u5909\u66f4\u8a18\u9332\u3092\u6a2a\u65ad\u3057\u3066\u63a2\u3057\u3001\u3044\u307e\u6709\u52b9\u306a\u7248\u306e\u8a72\u5f53\u3059\u308b\u624b\u9806\u3092\u3001\u6587\u66f8\u756a\u53f7\u3068\u7248\u3068\u8a72\u5f53\u7b87\u6240\u4ed8\u304d\u3067\u8fd4\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0685","platform_main":"OpenSearch","publish_date":"","last_updated":"2026-10-07","tech_verified_date":"2026-10-07","trigger":"**\u53d6\u308a\u8fbc\u307f\u3068\u691c\u7d22\u3067\u3001\u8d77\u70b9\u304c2\u3064\u3042\u308a\u307e\u3059\u3002**\n\n**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u3068\u5909\u66f4\u8a18\u9332\u304c\u627f\u8a8d\u3055\u308c\u305f\u3068\u304d\u3067\u3059\u3002** \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u627f\u8a8d\u6e08\u307f\u306e\u5834\u6240\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u7f6e\u304b\u308c\u305f\u3068\u304d\u3001\u307e\u305f\u306f\u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33\u3067\u627f\u8a8d\u306e\u5370\u304c\u4ed8\u3044\u305f\u3068\u304d\u306b\u52d5\u304b\u3057\u307e\u3059\u3002**\u627f\u8a8d\u5f85\u3061\u306e\u6848\u306f\u53d6\u308a\u8fbc\u307f\u307e\u305b\u3093\u3002** \u53d6\u308a\u8fbc\u3080\u3068\u3001\u307e\u3060\u4f7f\u3063\u3066\u306f\u3044\u3051\u306a\u3044\u624b\u9806\u304c\u73fe\u5834\u306e\u7b54\u3048\u306b\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**\u7248\u306e\u5207\u308a\u66ff\u3048\u306f\u3001\u6bce\u671d\u306e\u5b9a\u6642\u3067\u884c\u3044\u307e\u3059\u3002** \u65b0\u3057\u3044\u7248\u306e\u65bd\u884c\u65e5\u304c\u4eca\u65e5\u306b\u306a\u3063\u305f\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u524d\u306e\u7248\u306b\u5ec3\u6b62\u65e5\u3092\u5165\u308c\u307e\u3059\u3002**\u65bd\u884c\u65e5\u3068\u627f\u8a8d\u65e5\u306f\u9055\u3046**\u306e\u3067\u3001\u627f\u8a8d\u3055\u308c\u305f\u6642\u70b9\u3067\u306f\u524d\u306e\u7248\u3092\u5ec3\u6b62\u3057\u307e\u305b\u3093\u3002\n\n**\u691c\u7d22\u306f\u3001\u8077\u9577\u3084\u4f5c\u696d\u8005\u304c\u7aef\u672b\u3067\u63a2\u3057\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** \u7aef\u672b\u306f\u30e9\u30a4\u30f3\u3054\u3068\u306b1\u53f0\u7f6e\u304d\u3001\u30ed\u30b0\u30a4\u30f3\u306f\u30e9\u30a4\u30f3\u306e\u5171\u7528\u306e\u5f79\u5272\u3067\u884c\u3044\u307e\u3059\u3002**\u751f\u7523\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u30ed\u30c3\u30c8\u756a\u53f7\u3092\u8aad\u3081\u308b\u7aef\u672b\u306a\u3089\u3001\u54c1\u756a\u3068\u5de5\u7a0b\u3092\u81ea\u52d5\u3067\u5165\u308c\u307e\u3059\u3002** \u624b\u3067\u5165\u308c\u308b\u54c1\u756a\u304c\u6e1b\u308b\u307b\u3069\u3001\u7167\u5408\u306e\u8aa4\u308a\u3082\u6e1b\u308a\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u4f5c\u696d\u6a19\u6e96\u66f8 | \u6587\u66f8\u756a\u53f7\u3001\u7248\u3001\u65bd\u884c\u65e5\u3001\u5bfe\u8c61\u306e\u54c1\u756a\uff08\u6d3e\u751f\u54c1\u756a\u3092\u542b\u3080\uff09\u3001\u5de5\u7a0b\u3001\u8a2d\u5099\u3001\u624b\u9806\u3054\u3068\u306e\u672c\u6587\u3001\u6761\u4ef6\uff08\u30c8\u30eb\u30af\u3001\u6e29\u5ea6\u3001\u6642\u9593\u306a\u3069\uff09\u3001\u539f\u672c\u306e\u30da\u30fc\u30b8 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u627f\u8a8d\u6e08\u307f\u306e\u5834\u6240 |\n| \u4f5c\u696d\u6307\u793a\u66f8 | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u54c1\u756a\u3001\u7279\u5225\u306a\u6307\u793a\u3001\u6709\u52b9\u671f\u9593 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff0f\u751f\u7523\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u5909\u66f4\u8a18\u9332 | \u5909\u66f4\u306e\u756a\u53f7\u3001\u7a2e\u985e\uff08\u4eba\u30fb\u6a5f\u68b0\u30fb\u6750\u6599\u30fb\u65b9\u6cd5\uff09\u3001\u5bfe\u8c61\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u3001\u66ab\u5b9a\u306e\u6307\u793a\u306e\u672c\u6587\u3001\u6709\u52b9\u671f\u9593\u3001\u627f\u8a8d\u65e5 | \u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33 |\n| \u63a2\u3059\u5185\u5bb9\uff08\u691c\u7d22\u6642\uff09 | \u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306e\u756a\u53f7\u3001\u77e5\u308a\u305f\u3044\u3053\u3068 | \u30e9\u30a4\u30f3\u306e\u7aef\u672b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u306b\u300c\u5bfe\u8c61\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u300d\u304c\u9805\u76ee\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3067\u3059\u3002** \u8868\u7d19\u306b\u3057\u304b\u54c1\u756a\u304c\u7121\u304f\u3001\u6d3e\u751f\u54c1\u756a\u304c\u672c\u6587\u306e\u6ce8\u8a18\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u66f8\u3067\u306f\u3001**\u3069\u306e\u54c1\u756a\u306b\u52b9\u304f\u624b\u9806\u304b\u3092\u53d6\u308a\u8fbc\u307f\u306e\u6bb5\u3067\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002** \u8868\u7d19\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\u3053\u3068\u304c\u3001\u6700\u521d\u306e\u6e96\u5099\u3067\u3059\u3002\n\n**\u5909\u66f4\u8a18\u9332\u306e\u66ab\u5b9a\u306e\u6307\u793a\u306b\u306f\u3001\u6709\u52b9\u671f\u9593\u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002** \u671f\u9593\u306e\u7121\u3044\u66ab\u5b9a\u306e\u6307\u793a\u306f\u3001**\u6539\u8a02\u304c\u7d42\u308f\u3063\u305f\u3042\u3068\u3082\u7b54\u3048\u306e\u5148\u982d\u306b\u51fa\u7d9a\u3051\u307e\u3059\u3002** \u671f\u9593\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u8a18\u9332\u306f\u53d6\u308a\u8fbc\u307f\u3067\u5370\u3092\u4ed8\u3051\u3001\u751f\u7523\u6280\u8853\u306b\u623b\u3057\u307e\u3059\u3002","data_source":"\u4f5c\u696d\u6a19\u6e96\u66f8\u306f Excel \u3068 Word \u3067\u4f5c\u3089\u308c\u3001\u627f\u8a8d\u6642\u306bPDF\u306b\u3057\u3066\u3044\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u5143\u306e Excel\u30fbWord \u304b\u3089\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u672c\u306ePDF\u306e\u30da\u30fc\u30b8\u756a\u53f7\u3068\u7d50\u3073\u3064\u3051\u307e\u3059\u3002** \u30b9\u30ad\u30e3\u30f3\u3057\u305f\u753b\u50cf\u3057\u304b\u7121\u3044\u53e4\u3044\u6587\u66f8\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u6539\u8a02\u306e\u3068\u304d\u306b\u96fb\u5b50\u5316\u3057\u307e\u3059\u3002\n\n**\u7d22\u5f15\u306e\u9805\u76ee\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\n\n| \u9805\u76ee | \u578b | \u4f7f\u3044\u3069\u3053\u308d |\n|:--|:--|:--|\n| `part_no` | keyword\uff08normalizer\u3001\u8907\u6570\u5024\uff09 | \u54c1\u756a\u306e\u5b8c\u5168\u4e00\u81f4\u3002\u6d3e\u751f\u54c1\u756a\u3082\u4e26\u3079\u308b |\n| `process_no`\uff0f`equipment_id` | keyword\uff08normalizer\uff09 | \u5de5\u7a0b\u3068\u8a2d\u5099\u306e\u5b8c\u5168\u4e00\u81f4 |\n| `step_text` | text\uff08Sudachi\u3001`index_options: offsets`\uff09 | \u624b\u9806\u306e\u8a00\u8449\u306e\u691c\u7d22\u3068\u3001\u8a72\u5f53\u7b87\u6240\u306e\u629c\u304d\u51fa\u3057 |\n| `doc_no`\uff0f`version` | keyword | \u7b54\u3048\u306b\u6dfb\u3048\u308b\u6587\u66f8\u756a\u53f7\u3068\u7248 |\n| `effective_from`\uff0f`effective_to` | date | \u4eca\u65e5\u6709\u52b9\u306a\u7248\u306e\u7d5e\u308a\u8fbc\u307f |\n| `source_type` | keyword\uff08`standard`\u3001`work_order`\u3001`change_temp`\u3001`change_record`\uff09 | \u7b54\u3048\u306e\u4e26\u3079\u65b9 |\n| `pdf_page` | keyword | \u539f\u672c\u306e\u30da\u30fc\u30b8\u3078\u306e\u30ea\u30f3\u30af |\n\n**`step_text` \u306b `index_options: offsets` \u3092\u4ed8\u3051\u308b\u306e\u306f\u3001\u629c\u304d\u51fa\u3057\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30aa\u30d5\u30bb\u30c3\u30c8\u3092\u4fdd\u5b58\u3059\u308b\u3068**\u629c\u304d\u51fa\u3057\u306e\u3068\u304d\u306b\u6587\u3092\u89e3\u6790\u3057\u76f4\u3055\u305a\u306b\u6e08\u307f**\u3001term vector \u3088\u308a\u5c11\u306a\u3044\u5bb9\u91cf\u3067\u6e08\u3080\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002","preprocessing":"1. **\u624b\u9806\u306e\u5358\u4f4d\u306b\u5206\u3051\u308b** \u2026 \u4f5c\u696d\u6a19\u6e96\u66f8\u3092\u3001\u5de5\u7a0b\u306e\u4e2d\u306e\u624b\u9806\u306e\u756a\u53f7\u3054\u3068\u306b1\u4ef6\u306b\u3057\u307e\u3059\u30021\u4ef6\u306b\u6761\u4ef6\u3068\u78ba\u8a8d\u70b9\u3092\u542b\u3081\u307e\u3059\n2. **\u756a\u53f7\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 normalizer \u3067\u3001\u5168\u89d2\u306e\u82f1\u6570\u5b57\u3092\u534a\u89d2\u306b\uff08`cjk_width`\uff09\u3001\u82f1\u5b57\u3092\u5927\u6587\u5b57\u306b\uff08`uppercase`\uff09\u3057\u3001`pattern_replace` \u3067\u30cf\u30a4\u30d5\u30f3\uff08\u5168\u89d2\u30fb\u534a\u89d2\uff09\u3068\u7a7a\u767d\u3092\u9664\u304d\u307e\u3059\n3. **\u6d3e\u751f\u54c1\u756a\u306e\u5c55\u958b** \u2026 \u300cAB-1234 \u7cfb\u300d\u300cAB-1234-01\u301c05\u300d\u306e\u3088\u3046\u306a\u66f8\u304d\u65b9\u3092\u3001\u53d6\u308a\u8fbc\u307f\u3067\u54c1\u756a\u306e\u4e00\u89a7\u306b\u5c55\u958b\u3057\u307e\u3059\n4. **\u6761\u4ef6\u306e\u5024\u306e\u78ba\u8a8d** \u2026 \u624b\u9806\u306e\u672c\u6587\u306b\u3042\u308b\u30c8\u30eb\u30af\u30fb\u6e29\u5ea6\u30fb\u6642\u9593\u306e\u6570\u5024\u3068\u5358\u4f4d\u304c\u3001\u5143\u306e\u8868\u3068\u540c\u3058\u304b\u3092\u53d6\u308a\u8fbc\u307f\u3067\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\n5. **\u66ab\u5b9a\u306e\u6307\u793a\u306e\u6709\u52b9\u671f\u9593\u306e\u78ba\u8a8d** \u2026 \u671f\u9593\u306e\u7121\u3044\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u3001\u751f\u7523\u6280\u8853\u3078\u623b\u3057\u307e\u3059\n6. **\u691c\u7d22\u306e\u5165\u529b\u306e\u6574\u3048** \u2026 \u7aef\u672b\u3067\u5165\u308c\u305f\u756a\u53f7\u3082\u3001\u540c\u3058 normalizer \u3067\u7167\u5408\u3055\u308c\u307e\u3059\u3002\u77e5\u308a\u305f\u3044\u3053\u3068\u306e\u8a00\u8449\u306f Sudachi \u3067\u89e3\u6790\u3055\u308c\u307e\u3059\n\n**2\u756a\u76ee\u306e `pattern_replace` \u306f\u6587\u5b57\u30d5\u30a3\u30eb\u30bf\u306a\u306e\u3067\u3001`cjk_width` \u3088\u308a\u5148\u306b\u52d5\u304d\u307e\u3059\u3002** \u5168\u89d2\u306e\u30cf\u30a4\u30d5\u30f3\uff08\uff0d\uff09\u306f\u3001\u534a\u89d2\u306b\u305d\u308d\u3048\u308b\u524d\u306e\u6bb5\u3067\u6d88\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\u6d88\u3059\u5bfe\u8c61\u306e\u6587\u5b57\u306e\u4e00\u89a7\u306b\u3001\u5168\u89d2\u3068\u534a\u89d2\u306e\u30cf\u30a4\u30d5\u30f3\u3001\u9577\u97f3\u306e\u8a18\u53f7\u3001\u7a7a\u767d\u3092\u307e\u3068\u3081\u3066\u5165\u308c\u307e\u3059\u3002**\n\n**4\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** Excel \u306e\u8868\u304b\u3089\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3059\u3068\u3001**\u30bb\u30eb\u306e\u66f8\u5f0f\u3067\u8868\u793a\u3057\u3066\u3044\u305f\u5358\u4f4d\u3084\u5c0f\u6570\u70b9\u4ee5\u4e0b\u306e\u6841\u304c\u843d\u3061\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u300c12.0 N\u00b7m\u300d\u304c\u300c12\u300d\u306b\u306a\u308c\u3070\u3001\u73fe\u5834\u3067\u306f\u610f\u5473\u304c\u5909\u308f\u308a\u307e\u3059\u3002","ai_processing":"**AI\u306e\u4ed5\u4e8b\u306f\u3001\u691c\u7d22\u7d50\u679c\u306e\u624b\u9806\u3092\u3001\u6c7a\u307e\u3063\u305f\u9806\u306b\u5f15\u7528\u4ed8\u304d\u3067\u4e26\u3079\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u63a2\u3059\u306e\u3082\u3001\u7248\u3092\u7d5e\u308b\u306e\u3082\u691c\u7d22\u57fa\u76e4\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u66ab\u5b9a\u306e\u6307\u793a\u3092\u5148\u982d\u306b\u7f6e\u304f | `change_temp` \u306e\u7d50\u679c\u304c\u3042\u308c\u3070\u3001\u6709\u52b9\u671f\u9593\u3068\u5909\u66f4\u306e\u756a\u53f7\u3092\u6dfb\u3048\u3066\u3044\u3061\u3070\u3093\u4e0a\u306b\u51fa\u3059 |\n| \u624b\u9806\u306e\u8a72\u5f53\u7b87\u6240\u3092\u4e26\u3079\u308b | \u6587\u66f8\u756a\u53f7\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u30da\u30fc\u30b8\u3092\u6dfb\u3048\u3066\u3001\u8a72\u5f53\u3059\u308b\u624b\u9806\u306e\u672c\u6587\u3092\u5f15\u304f |\n| \u6700\u8fd1\u306e\u5909\u66f4\u3092\u6dfb\u3048\u308b | \u76f4\u8fd190\u65e5\u306e\u5909\u66f4\u8a18\u9332\u3092\u3001\u7a2e\u985e\u3068\u65e5\u4ed8\u4ed8\u304d\u3067\u6700\u5f8c\u306b\u51fa\u3059 |\n| \u8907\u6570\u306e\u624b\u9806\u304c\u5f53\u305f\u3063\u305f\u3068\u304d\u306e\u533a\u5225 | \u54c1\u756a\u3084\u8a2d\u5099\u306e\u9055\u3044\u3067\u5206\u304b\u308c\u308b\u624b\u9806\u3092\u3001\u9055\u3044\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u4e26\u3079\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6761\u4ef6\u306e\u5024\u306e\u8a00\u3044\u63db\u3048\u30fb\u4e38\u3081 | \u300c12.0 N\u00b7m\u300d\u3092\u300c\u7d0412\u300d\u3068\u66f8\u304b\u306a\u3044\u3002\u5024\u306f\u691c\u7d22\u7d50\u679c\u306e\u6587\u5b57\u306e\u307e\u307e |\n| \u6587\u66f8\u306b\u7121\u3044\u624b\u9806\u306e\u88dc\u8db3 | \u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u624b\u9806\u3092\u8db3\u3055\u306a\u3044\u3002\u7121\u3051\u308c\u3070\u300c\u6587\u66f8\u306b\u8a18\u8f09\u306a\u3057\u300d |\n| \u3069\u3061\u3089\u306e\u624b\u9806\u3067\u4f5c\u696d\u3059\u308b\u304b\u306e\u6c7a\u5b9a | \u8907\u6570\u304c\u5f53\u305f\u3063\u305f\u3089\u4e26\u3079\u308b\u3060\u3051\u3002\u6c7a\u3081\u308b\u306e\u306f\u8077\u9577 |\n| \u54c1\u8cea\u306e\u5408\u5426\u306e\u5224\u65ad | \u78ba\u8a8d\u70b9\u3092\u5f15\u304f\u3060\u3051\u3002\u5408\u5426\u306f\u691c\u67fb\u306e\u624b\u9806\u3067\u6c7a\u3081\u308b |\n| \u53e4\u3044\u7248\u306e\u624b\u9806\u306e\u63d0\u793a | \u691c\u7d22\u306e\u6bb5\u3067\u5916\u3057\u3066\u304a\u308a\u3001\u7b54\u3048\u306b\u51fa\u3055\u306a\u3044 |\n\n**1\u884c\u76ee\u30682\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u5916\u305b\u306a\u3044\u7dda\u3067\u3059\u3002** \u73fe\u5834\u304b\u3089\u306e\u8cea\u554f\u306f\u300c\u30c8\u30eb\u30af\u306f\uff1f\u300d\u306e\u3088\u3046\u306b\u77ed\u304f\u3001AI\u306f\u89aa\u5207\u306b\u300c\u4e00\u822c\u7684\u306b\u306f\u3053\u306e\u7bc4\u56f2\u3067\u3059\u300d\u3068\u88dc\u3044\u304c\u3061\u3067\u3059\u3002**\u305d\u306e\u4e00\u8a00\u304c\u3001\u6587\u66f8\u306b\u7121\u3044\u5024\u3068\u3057\u3066\u73fe\u5834\u306b\u4f1d\u308f\u308a\u307e\u3059\u3002** \u6761\u4ef6\u306e\u5024\u306f\u691c\u7d22\u7d50\u679c\u306e\u6587\u5b57\u306e\u307e\u307e\u5f15\u304d\u3001\u7121\u3051\u308c\u3070\u7121\u3044\u3068\u8fd4\u3055\u305b\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5de5\u5834\u306e\u751f\u7523\u30e9\u30a4\u30f3\u3067\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3059\u624b\u4f1d\u3044\u3092\u3059\u308b\u4fc2\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u691c\u7d22\u7d50\u679c\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u63a2\u3057\u3066\u3044\u308b\u4eba\u304c\u5165\u308c\u305f\u5185\u5bb9\u3011\n\u54c1\u756a\uff1a{part_no}\u3000\u5de5\u7a0b\uff1a{process_no}\u3000\u8a2d\u5099\uff1a{equipment_id}\n\u77e5\u308a\u305f\u3044\u3053\u3068\uff1a{question}\n\n\u3010\u691c\u7d22\u7d50\u679c\u306e\u7a2e\u985e\u3011\n- change_temp\uff1a\u6709\u52b9\u671f\u9593\u4e2d\u306e\u66ab\u5b9a\u306e\u6307\u793a\uff08\u4f5c\u696d\u6a19\u6e96\u66f8\u3088\u308a\u512a\u5148\u3055\u308c\u308b\uff09\n- work_order\uff1a\u30ed\u30c3\u30c8\u3054\u3068\u306e\u4f5c\u696d\u6307\u793a\u66f8\n- standard\uff1a\u4eca\u65e5\u6709\u52b9\u306a\u7248\u306e\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u624b\u9806\n- change_record\uff1a\u76f4\u8fd190\u65e5\u306e\u5909\u66f4\u8a18\u9332\n\n\u3010\u4e26\u3079\u308b\u9806\u3011\n1. change_temp \u304c\u3042\u308c\u3070\u3001\u3044\u3061\u3070\u3093\u4e0a\u306b\u300c\u66ab\u5b9a\u306e\u6307\u793a\u3042\u308a\u300d\u3068\u66f8\u304d\u3001\n   \u5909\u66f4\u306e\u756a\u53f7\u30fb\u6709\u52b9\u671f\u9593\u30fb\u6307\u793a\u306e\u672c\u6587\u3092\u305d\u306e\u307e\u307e\u5f15\u304f\n2. work_order \u304c\u3042\u308c\u3070\u3001\u30ed\u30c3\u30c8\u756a\u53f7\u3068\u6307\u793a\u306e\u672c\u6587\u3092\u5f15\u304f\n3. standard \u306e\u8a72\u5f53\u3059\u308b\u624b\u9806\u3092\u3001\u6587\u66f8\u756a\u53f7\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u30da\u30fc\u30b8\u4ed8\u304d\u3067\u5f15\u304f\n4. change_record \u304c\u3042\u308c\u3070\u3001\u7a2e\u985e\uff08\u4eba\u30fb\u6a5f\u68b0\u30fb\u6750\u6599\u30fb\u65b9\u6cd5\uff09\u3068\u65e5\u4ed8\u3092\u6dfb\u3048\u3066\u6700\u5f8c\u306b\u4e26\u3079\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u30c8\u30eb\u30af\u3001\u6e29\u5ea6\u3001\u6642\u9593\u3001\u5bf8\u6cd5\u306a\u3069\u306e\u5024\u306f\u3001\u691c\u7d22\u7d50\u679c\u306e\u6587\u5b57\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e38\u3081\u305f\u308a\u3001\u5358\u4f4d\u3092\u5909\u3048\u305f\u308a\u3001\u7bc4\u56f2\u3092\u8a00\u3044\u63db\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u624b\u9806\u3084\u5024\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u8a72\u5f53\u3059\u308b\u8a18\u8f09\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u8077\u9577\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u54c1\u756a\u3084\u8a2d\u5099\u304c\u9055\u3046\u624b\u9806\u304c\u8907\u6570\u5f53\u305f\u3063\u305f\u3068\u304d\u306f\u3001\u3069\u3061\u3089\u3067\u4f5c\u696d\u3059\u3079\u304d\u304b\u3092\u66f8\u304b\u305a\u3001\n  \u9055\u3044\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4f5c\u696d\u306e\u826f\u3057\u60aa\u3057\u3084\u3001\u54c1\u8cea\u306e\u5408\u5426\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u66ab\u5b9a\u306e\u6307\u793a\u304c\u3044\u3061\u3070\u3093\u4e0a\u300d\u3092\u9806\u756a\u3068\u3057\u3066\u6307\u793a\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u70b9\u6570\u306e\u9806\u306b\u4e26\u3079\u308b\u3068\u4e0b\u306b\u6c88\u3080\u305f\u3081\u3067\u3059\u3002** \u66ab\u5b9a\u306e\u6307\u793a\u306e\u672c\u6587\u306f\u77ed\u304f\u3001\u624b\u9806\u306e\u8a00\u8449\u3068\u3042\u307e\u308a\u91cd\u306a\u3089\u306a\u3044\u306e\u3067\u3001\u8a00\u8449\u306e\u691c\u7d22\u306e\u70b9\u6570\u306f\u4f4e\u304f\u51fa\u307e\u3059\u3002**\u70b9\u6570\u3067\u306f\u306a\u304f\u7a2e\u985e\u3067\u4e26\u3079\u308b**\u3053\u3068\u3092\u3001\u691c\u7d22\u306e\u5074\u3068\u6307\u793a\u306e\u5074\u306e\u4e21\u65b9\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**\u691c\u7d22\u7d50\u679c\u306f\u3001Claude \u306e\u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3057\u307e\u3059\u3002** 1\u4ef6\u306e\u624b\u9806\u30921\u3064\u306e `search_result` \u306b\u3057\u3001`source` \u306b\u6587\u66f8\u756a\u53f7\u3068\u7248\u3001`title` \u306b\u5de5\u7a0b\u3068\u624b\u9806\u306e\u756a\u53f7\u3001`content` \u306b\u624b\u9806\u306e\u672c\u6587\u3068\u6761\u4ef6\u3092**\u5225\u3005\u306e\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u3067\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u5f15\u7528\u306f `content` \u306e\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u3092\u5358\u4f4d\u306b\u4ed8\u304f\u306e\u3067\u3001**\u7b54\u3048\u306e\u5024\u304c\u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u7248\u304b\u3089\u6765\u305f\u304b**\u3092\u7aef\u672b\u306e\u4e0a\u3067\u8fbf\u308c\u307e\u3059\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306f Amazon Bedrock \u3067\u3082\u4f7f\u3048\u307e\u3059\u3002","output_data":"**\u691c\u7d22\u306e\u8981\u6c42\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u7d44\u307f\u307e\u3059\u3002**\n\n```json\n{\n  \"query\": {\n    \"bool\": {\n      \"filter\": [\n        { \"term\": { \"part_no\": \"AB-1234\" } },\n        { \"term\": { \"process_no\": \"30\" } },\n        { \"range\": { \"effective_from\": { \"lte\": \"now\/d\" } } },\n        { \"bool\": { \"should\": [\n            { \"range\": { \"effective_to\": { \"gt\": \"now\/d\" } } },\n            { \"bool\": { \"must_not\": { \"exists\": { \"field\": \"effective_to\" } } } }\n          ] } }\n      ],\n      \"must\": { \"match\": { \"step_text\": \"\u7de0\u3081\u4ed8\u3051 \u30c8\u30eb\u30af\" } }\n    }\n  },\n  \"highlight\": {\n    \"fields\": { \"step_text\": { \"fragment_size\": 120, \"number_of_fragments\": 2 } }\n  }\n}\n```\n\n**\u54c1\u756a\u306f `term` \u3067\u7167\u5408\u3057\u3066\u3082\u3001normalizer \u304c\u52b9\u304d\u307e\u3059\u3002** \u7d22\u5f15\u306b\u5165\u308c\u308b\u3068\u304d\u3082\u3001\u691c\u7d22\u306e\u3068\u304d\u3082\u540c\u3058 normalizer \u3092\u901a\u308b\u306e\u3067\u3001**\u300c\uff21\uff22\uff0d\uff11\uff12\uff13\uff14\u300d\u3067\u5165\u308c\u3066\u3082\u300cAB1234\u300d\u3068\u3057\u3066\u7167\u5408\u3055\u308c\u307e\u3059\u3002** \u5ec3\u6b62\u65e5\u306e\u7121\u3044\u7248\u3092\u62fe\u3046\u305f\u3081\u306b\u3001`exists` \u306e\u5426\u5b9a\u3092 `should` \u306b\u5165\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u7aef\u672b\u306b\u8fd4\u3059\u5f62\u306f\u3001\u6b21\u306eJSON\u3067\u3059\u3002**\n\n```json\n{\n  \"query\": { \"part_no\": \"AB1234\", \"process_no\": \"30\", \"question\": \"\u7de0\u3081\u4ed8\u3051 \u30c8\u30eb\u30af\" },\n  \"temp_instructions\": [\n    { \"change_no\": \"CHG-2026-0915\", \"valid\": \"2026-09-20\u301c2026-10-31\", \"text\": \"\" }\n  ],\n  \"steps\": [\n    { \"doc_no\": \"WS-AB1234-30\", \"version\": \"7\", \"effective_from\": \"2026-08-01\",\n      \"step\": \"30-4\", \"text\": \"\", \"pdf_page\": \"5\" }\n  ],\n  \"recent_changes\": [ { \"change_no\": \"\", \"type\": \"machine\", \"date\": \"\" } ],\n  \"not_found\": false\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u66ab\u5b9a\u306e\u6307\u793a\u3068\u624b\u9806\u3092\u5225\u306e\u914d\u5217\u306b\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u7aef\u672b\u306e\u753b\u9762\u3067\u306f\u3001`temp_instructions` \u304c\u3042\u308c\u3070**\u8d64\u3044\u67a0\u3067\u5148\u982d\u306b\u51fa\u3059**\u3088\u3046\u306b\u4f5c\u308a\u307e\u3059\u3002\u4e26\u3079\u65b9\u3092\u753b\u9762\u306e\u5074\u3067\u56fa\u5b9a\u3067\u304d\u3001AI\u306e\u6587\u7ae0\u306e\u66f8\u304d\u65b9\u306b\u5de6\u53f3\u3055\u308c\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001`version` \u3068 `effective_from` \u3092\u7b54\u3048\u306b\u5fc5\u305a\u6dfb\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u73fe\u5834\u306e\u4eba\u304c\u300c\u3053\u306e\u7248\u3067\u3044\u3044\u306e\u304b\u300d\u3092\u3001\u539f\u672c\u3092\u958b\u304b\u305a\u306b\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`not_found` \u3067\u300c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u300d\u3092\u533a\u5225\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u691c\u7d22\u306f\u8a18\u9332\u306b\u6b8b\u3057\u3001**\u6587\u66f8\u306e\u6b20\u3051\u304b\u3001\u54c1\u756a\u306e\u66f8\u304d\u65b9\u306e\u63fa\u308c\u304b\u3092\u751f\u7523\u6280\u8853\u304c\u5f8c\u304b\u3089\u898b\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08\u627f\u8a8d\u6e08\u307f\u306e\u5834\u6240\uff09 | \u30d5\u30a1\u30a4\u30eb\u306e\u914d\u7f6e\u3092\u691c\u77e5 | \u65b0\u3057\u3044\u7248\u3092\u53d6\u308a\u8fbc\u3080 |\n| \u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33 | \u627f\u8a8d\u306e\u5370\u3092\u6bce\u6642\u306b\u78ba\u8a8d | \u5909\u66f4\u3068\u66ab\u5b9a\u306e\u6307\u793a\u3092\u53d6\u308a\u8fbc\u3080 |\n| \u751f\u7523\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u30ed\u30c3\u30c8\u756a\u53f7\u304b\u3089\u54c1\u756a\u3068\u5de5\u7a0b\u3092\u5f15\u304f\uff08\u8aad\u3081\u308b\u5834\u5408\uff09 | \u7aef\u672b\u306e\u5165\u529b\u3092\u6e1b\u3089\u3059 |\n| Amazon OpenSearch Service | \u7d22\u5f15\u3078\u306e\u767b\u9332\u3068\u691c\u7d22 | \u4eca\u65e5\u6709\u52b9\u306a\u624b\u9806\u3068\u5909\u66f4\u3092\u8fd4\u3059 |\n| Claude\uff08Amazon Bedrock\uff09 | Lambda \u304b\u3089\u306e\u547c\u3073\u51fa\u3057 | \u5f15\u7528\u4ed8\u304d\u3067\u624b\u9806\u3092\u4e26\u3079\u308b |\n| \u30e9\u30a4\u30f3\u306e\u7aef\u672b | \u753b\u9762\u306e\u8868\u793a | \u66ab\u5b9a\u306e\u6307\u793a \u2192 \u624b\u9806 \u2192 \u6700\u8fd1\u306e\u5909\u66f4\u3001\u539f\u672c\u3078\u306e\u30ea\u30f3\u30af |\n\n**\u5909\u66f4\u8a18\u9332\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u6bce\u6642\u306b\u3057\u3066\u3044\u307e\u3059\u3002** \u66ab\u5b9a\u306e\u6307\u793a\u306f\u3001\u627f\u8a8d\u3055\u308c\u305f\u305d\u306e\u65e5\u304b\u3089\u52b9\u304f\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3067\u3059\u3002**\u6bce\u6669\u306e\u53d6\u308a\u8fbc\u307f\u306b\u3059\u308b\u3068\u3001\u627f\u8a8d\u5f53\u65e5\u306e\u6bb5\u53d6\u308a\u66ff\u3048\u3067\u53e4\u3044\u624b\u9806\u304c\u8fd4\u308a\u307e\u3059\u3002**","human_review":"**\u3053\u306e\u69cb\u6210\u306e\u78ba\u8a8d\u306f\u3001\u6761\u4ef6\u4ed8\u304d\u3067\u3059\u3002**\n\n1. **\u7b54\u3048\u306b\u66ab\u5b9a\u306e\u6307\u793a\u304c\u51fa\u305f\u3068\u304d** \u2026 \u8077\u9577\u304c\u5185\u5bb9\u3092\u8aad\u307f\u3001\u4f5c\u696d\u8005\u306b\u4f1d\u3048\u3066\u304b\u3089\u4f5c\u696d\u3092\u59cb\u3081\u307e\u3059\n2. **\u8907\u6570\u306e\u624b\u9806\u304c\u5f53\u305f\u3063\u305f\u3068\u304d** \u2026 \u54c1\u756a\u3084\u8a2d\u5099\u306e\u9055\u3044\u3092\u8077\u9577\u304c\u78ba\u304b\u3081\u3001\u3069\u308c\u3067\u4f5c\u696d\u3059\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\n3. **\u300c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u51fa\u305f\u3068\u304d** \u2026 \u8077\u9577\u304c\u751f\u7523\u6280\u8853\u306e\u62c5\u5f53\u306b\u805e\u304d\u307e\u3059\u3002**\u4f5c\u696d\u8005\u304c\u63a8\u6e2c\u3067\u4f5c\u696d\u3092\u59cb\u3081\u306a\u3044**\u3053\u3068\u3092\u3001\u30e9\u30a4\u30f3\u306e\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\n4. **\u5199\u771f\u3084\u56f3\u3067\u793a\u3055\u308c\u305f\u624b\u9806** \u2026 \u539f\u672c\u306e\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\n\n**\u305d\u308c\u4ee5\u5916\u306e\u30011\u3064\u306e\u624b\u9806\u304c\u306f\u3063\u304d\u308a\u5f53\u305f\u3063\u305f\u3068\u304d\u306f\u3001\u4f5c\u696d\u8005\u304c\u8a72\u5f53\u7b87\u6240\u3092\u8aad\u3093\u3067\u4f5c\u696d\u3057\u307e\u3059\u3002** \u6bce\u56de\u8077\u9577\u306e\u78ba\u8a8d\u3092\u5165\u308c\u308b\u3068\u3001\u6bb5\u53d6\u308a\u66ff\u3048\u306e\u6642\u9593\u304c\u5ef6\u3073\u3001\u7aef\u672b\u304c\u4f7f\u308f\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**1\u4ef6\u3042\u305f\u308a2\u5206\u3092\u76ee\u5b89\u306b\u3057\u307e\u3059\u3002**\n\n**\u65b0\u3057\u304f\u914d\u5c5e\u3055\u308c\u305f\u4f5c\u696d\u8005\u306b\u306f\u3001\u6700\u521d\u306e1\u304b\u6708\u3060\u3051\u3001\u3059\u3079\u3066\u306e\u7b54\u3048\u3092\u8077\u9577\u3068\u4e00\u7dd2\u306b\u8aad\u3080\u671f\u9593\u3092\u8a2d\u3051\u307e\u3059\u3002** \u7aef\u672b\u306e\u7b54\u3048\u306e\u8aad\u307f\u65b9\uff08\u66ab\u5b9a\u306e\u6307\u793a\u306e\u67a0\u3001\u7248\u3068\u65bd\u884c\u65e5\u306e\u4f4d\u7f6e\u3001\u539f\u672c\u3078\u306e\u30ea\u30f3\u30af\uff09\u3092\u899a\u3048\u308b\u307e\u3067\u306e\u671f\u9593\u3067\u3059\u3002**\u6163\u308c\u305f\u3042\u3068\u3082\u3001\u66ab\u5b9a\u306e\u6307\u793a\u306e\u67a0\u304c\u51fa\u305f\u3068\u304d\u3060\u3051\u306f\u8077\u9577\u3092\u547c\u3076**\u3001\u3068\u3044\u3046\u6c7a\u307e\u308a\u3092\u6b8b\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u6709\u52b9\u306a\u7248\u304c1\u3064\u3082\u7121\u3044 | \u300c\u6709\u52b9\u306a\u7248\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u51fa\u3057\u3001\u751f\u7523\u6280\u8853\u3078\u901a\u77e5\u3059\u308b\u3002**\u53e4\u3044\u7248\u3092\u4ee3\u308f\u308a\u306b\u51fa\u3055\u306a\u3044** |\n| \u6709\u52b9\u306a\u7248\u304c2\u3064\u3042\u308b | \u65bd\u884c\u65e5\u306e\u91cd\u306a\u308a\u3002\u4e21\u65b9\u3092\u51fa\u3057\u3001\u751f\u7523\u6280\u8853\u3078\u901a\u77e5\u3059\u308b |\n| \u66ab\u5b9a\u306e\u6307\u793a\u306e\u6709\u52b9\u671f\u9593\u304c\u5207\u308c\u3066\u3044\u308b | \u7b54\u3048\u306b\u51fa\u3055\u306a\u3044\u3002\u671f\u9593\u5207\u308c\u3092\u751f\u7523\u6280\u8853\u3078\u901a\u77e5\u3059\u308b |\n| \u671f\u9593\u306e\u7121\u3044\u66ab\u5b9a\u306e\u6307\u793a | \u53d6\u308a\u8fbc\u307f\u3067\u6b62\u3081\u3001\u751f\u7523\u6280\u8853\u3078\u623b\u3059 |\n| \u54c1\u756a\u304c\u6d3e\u751f\u54c1\u756a\u306e\u4e00\u89a7\u306b\u7121\u3044 | \u300c\u54c1\u756a\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u51fa\u3059\u3002**\u4f3c\u305f\u54c1\u756a\u306e\u624b\u9806\u3092\u51fa\u3055\u306a\u3044** |\n| \u5199\u771f\u3060\u3051\u3067\u793a\u3055\u308c\u305f\u624b\u9806 | \u672c\u6587\u306e\u4ee3\u308f\u308a\u306b\u539f\u672c\u306e\u30da\u30fc\u30b8\u3078\u306e\u30ea\u30f3\u30af\u3092\u51fa\u3059 |\n| Bedrock \u306e\u547c\u3073\u51fa\u3057\u306b\u5931\u6557\u3057\u305f | \u691c\u7d22\u7d50\u679c\u306e\u624b\u9806\u3068\u629c\u304d\u51fa\u3057\u3092\u305d\u306e\u307e\u307e\u8868\u793a\u3059\u308b |\n\n**5\u884c\u76ee\u304c\u3001\u756a\u53f7\u306e\u7167\u5408\u3092\u5206\u3051\u305f\u7406\u7531\u3067\u3059\u3002** \u8a00\u8449\u306e\u691c\u7d22\u306b\u54c1\u756a\u3092\u6df7\u305c\u308b\u3068\u3001\u300cAB-1235\u300d\u3067\u63a2\u3057\u305f\u3068\u304d\u306b\u300cAB-1234\u300d\u306e\u624b\u9806\u304c\u8fd1\u3044\u3082\u306e\u3068\u3057\u3066\u51fa\u307e\u3059\u3002**\u54c1\u756a\u306e\u9055\u3046\u624b\u9806\u306f\u3001\u4f3c\u3066\u3044\u3066\u3082\u5225\u306e\u4f5c\u696d\u3067\u3059\u3002** \u756a\u53f7\u306f\u5b8c\u5168\u4e00\u81f4\u3060\u3051\u306b\u3057\u3001\u5916\u308c\u305f\u3089\u5916\u308c\u305f\u3068\u8fd4\u3057\u307e\u3059\u3002\n\n**1\u884c\u76ee\u30682\u884c\u76ee\u306e\u901a\u77e5\u306f\u3001\u751f\u7523\u6280\u8853\u306e\u62c5\u5f53\u306e\u4e00\u89a7\u306b\u6bce\u671d\u307e\u3068\u3081\u3066\u5c4a\u304f\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u6709\u52b9\u306a\u7248\u304c\u7121\u3044\u3001\u307e\u305f\u306f2\u3064\u3042\u308b\u3068\u3044\u3046\u72b6\u614b\u306f\u3001**\u7248\u306e\u5207\u308a\u66ff\u3048\u306e\u767b\u9332\u306e\u8aa4\u308a**\u3067\u307b\u3068\u3093\u3069\u304c\u8d77\u304d\u307e\u3059\u3002\u73fe\u5834\u3067\u898b\u3064\u304b\u308b\u524d\u306b\u3001\u6bce\u671d\u306e\u7248\u306e\u5207\u308a\u66ff\u3048\u306e\u76f4\u5f8c\u306b\u5168\u54c1\u756a\u3092\u70b9\u691c\u3057\u3066\u898b\u3064\u3051\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002","log_storage":"- \u53d6\u308a\u8fbc\u3093\u3060\u6587\u66f8\u306e\u756a\u53f7\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u5ec3\u6b62\u65e5\u3068\u3001\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\n- \u5909\u66f4\u8a18\u9332\u306e\u756a\u53f7\u3068\u6709\u52b9\u671f\u9593\u3001\u53d6\u308a\u8fbc\u307f\u3067\u6b62\u3081\u305f\u8a18\u9332\u3068\u7406\u7531\n- \u7aef\u672b\u3054\u3068\u306e\u691c\u7d22\u306e\u5185\u5bb9\uff08\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u30fb\u77e5\u308a\u305f\u3044\u3053\u3068\uff09\u3068\u3001\u8fd4\u3057\u305f\u624b\u9806\u3068\u7248\n- Claude \u306b\u6e21\u3057\u305f\u691c\u7d22\u7d50\u679c\u3068\u3001\u8fd4\u3063\u3066\u304d\u305f\u7b54\u3048\u3068\u5f15\u7528\n- **\u300c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u306b\u306a\u3063\u305f\u691c\u7d22**\n- \u8077\u9577\u304c\u751f\u7523\u6280\u8853\u306b\u554f\u3044\u5408\u308f\u305b\u305f\u4ef6\u3068\u3001\u305d\u306e\u7b54\u3048\n\n**5\u3064\u76ee\u30686\u3064\u76ee\u306f\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u6539\u8a02\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u54c1\u756a\u30fb\u5de5\u7a0b\u3067\u898b\u3064\u304b\u3089\u306a\u3044\u691c\u7d22\u304c\u7d9a\u3051\u3070\u3001**\u6587\u66f8\u306e\u6b20\u3051\u304b\u3001\u73fe\u5834\u306e\u8a00\u8449\u3068\u6587\u66f8\u306e\u8a00\u8449\u306e\u9055\u3044\u3067\u3059\u3002** \u5f8c\u8005\u306a\u3089\u3001\u6587\u66f8\u306e\u66f8\u304d\u65b9\u304b\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u3092\u76f4\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":40,"assumption_frequency":1500,"assumption_workdays":20,"volume_month":1500,"before_minutes_per_case":6,"after_minutes_per_case":2,"hourly_cost":2600,"before_hours_month":150,"after_hours_month":50,"saved_hours_month":100,"reduction_rate":67,"saved_hours_year":1200,"annual_cost_effect":3120000,"summary":"\u30e9\u30a4\u30f3\u306e\u7aef\u672b\u306b\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306e\u756a\u53f7\u3068\u77e5\u308a\u305f\u3044\u3053\u3068\u3092\u5165\u308c\u308b\u3068\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u30fb\u4f5c\u696d\u6307\u793a\u66f8\u30fb\u5909\u66f4\u8a18\u9332\u3092\u6a2a\u65ad\u3057\u3066\u63a2\u3057\u3001\u3044\u307e\u6709\u52b9\u306a\u7248\u306e\u8a72\u5f53\u3059\u308b\u624b\u9806\u3092\u3001\u6587\u66f8\u756a\u53f7\u3068\u7248\u3068\u8a72\u5f53\u7b87\u6240\u4ed8\u304d\u3067\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u8077\u9577\u3084\u4f5c\u696d\u8005\u304c\u3001\u30e9\u30a4\u30f3\u306e\u4e8b\u52d9\u6240\u306e\u7aef\u672b\u306b\u79fb\u52d5\u3059\u308b\n2. \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u54c1\u756a\u3001\u5de5\u7a0b\u306e\u9806\u306b\u305f\u3069\u308a\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u63a2\u3059\n3. \u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u8907\u6570\u306e\u7248\u304c\u3042\u308c\u3070\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u65e5\u4ed8\u3068\u8868\u7d19\u306e\u7248\u756a\u53f7\u3067\u4eca\u306e\u7248\u3092\u78ba\u304b\u3081\u308b\n4. \u8a72\u5f53\u3059\u308b\u624b\u9806\u306e\u30da\u30fc\u30b8\u3092\u63a2\u3057\u3001\u6761\u4ef6\u3084\u6cbb\u5177\u3092\u8aad\u3080\n5. \u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33\u3092\u958b\u304d\u3001\u305d\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306b\u6700\u8fd1\u306e\u5909\u66f4\u3084\u66ab\u5b9a\u306e\u6307\u793a\u304c\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n6. \u5206\u304b\u3089\u306a\u3051\u308c\u3070\u751f\u7523\u6280\u8853\u306e\u62c5\u5f53\u306b\u5185\u7dda\u3067\u805e\u304f\n\n**\uff08a\uff09\u7248\u3092\u53d6\u308a\u9055\u3048\u308b\u3002** 3\u756a\u76ee\u3067\u3001**\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u65e5\u4ed8\u3068\u65bd\u884c\u65e5\u304c\u4e00\u81f4\u3057\u306a\u3044**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u6539\u8a02\u3092\u4f5c\u3063\u305f\u65e5\u3068\u3001\u73fe\u5834\u3067\u4f7f\u3044\u59cb\u3081\u308b\u65e5\u306f\u9055\u3046\u304b\u3089\u3067\u3059\u3002\u627f\u8a8d\u5f85\u3061\u306e\u6848\u304c\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308a\u3001**\u65b0\u3057\u3044\u65e5\u4ed8\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u3001\u307e\u3060\u4f7f\u3063\u3066\u306f\u3044\u3051\u306a\u3044\u7248**\u3068\u3044\u3046\u3053\u3068\u304c\u8d77\u304d\u307e\u3059\u3002\n\n**\uff08b\uff09\u54c1\u756a\u306e\u66f8\u304d\u65b9\u3067\u63a2\u305b\u306a\u3044\u3002** \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u691c\u7d22\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5165\u3063\u3066\u3044\u308b\u54c1\u756a\u306e\u66f8\u304d\u65b9\u306b\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002**\u300cAB-1234\u300d\u3067\u4f5c\u3063\u305f\u30d5\u30a9\u30eb\u30c0\u3092\u300cAB1234\u300d\u3067\u63a2\u3059\u3068\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002** \u6d3e\u751f\u54c1\u756a\uff08AB-1234-01\uff09\u304c\u5225\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u3042\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u66ab\u5b9a\u306e\u6307\u793a\u3092\u898b\u843d\u3068\u3059\u3002** 5\u756a\u76ee\u306f\u624b\u9593\u304c\u304b\u304b\u308b\u306e\u3067\u3001\u5fd9\u3057\u3044\u6bb5\u53d6\u308a\u66ff\u3048\u3067\u306f\u7701\u304b\u308c\u307e\u3059\u3002**\u4f5c\u696d\u6a19\u6e96\u66f8\u3069\u304a\u308a\u306b\u4f5c\u696d\u3057\u305f\u306e\u306b\u3001\u5909\u66f4\u8a18\u9332\u306e\u66ab\u5b9a\u306e\u6307\u793a\u3068\u9055\u3063\u3066\u3044\u305f**\u3001\u3068\u3044\u3046\u4e0d\u5177\u5408\u306e\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u751f\u7523\u6280\u8853\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u96c6\u4e2d\u3059\u308b\u3002** 6\u756a\u76ee\u306e\u5185\u7dda\u306f\u3001\u6bb5\u53d6\u308a\u66ff\u3048\u306e\u591a\u3044\u6642\u9593\u5e2f\u306b\u96c6\u4e2d\u3057\u307e\u3059\u3002**\u751f\u7523\u6280\u8853\u306e\u62c5\u5f53\u306f\u3001\u6539\u8a02\u306e\u4f5c\u696d\u306e\u9014\u4e2d\u3067\u4f55\u5ea6\u3082\u624b\u3092\u6b62\u3081\u307e\u3059\u3002**","before_flow_steps":["\u8077\u9577\u3084\u4f5c\u696d\u8005\u304c\u3001\u30e9\u30a4\u30f3\u306e\u4e8b\u52d9\u6240\u306e\u7aef\u672b\u306b\u79fb\u52d5\u3059\u308b","\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3092\u54c1\u756a\u3001\u5de5\u7a0b\u306e\u9806\u306b\u305f\u3069\u308a\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u63a2\u3059","\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u8907\u6570\u306e\u7248\u304c\u3042\u308c\u3070\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u65e5\u4ed8\u3068\u8868\u7d19\u306e\u7248\u756a\u53f7\u3067\u4eca\u306e\u7248\u3092\u78ba\u304b\u3081\u308b","\u8a72\u5f53\u3059\u308b\u624b\u9806\u306e\u30da\u30fc\u30b8\u3092\u63a2\u3057\u3001\u6761\u4ef6\u3084\u6cbb\u5177\u3092\u8aad\u3080","\u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33\u3092\u958b\u304d\u3001\u305d\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306b\u6700\u8fd1\u306e\u5909\u66f4\u3084\u66ab\u5b9a\u306e\u6307\u793a\u304c\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b","\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u751f\u7523\u6280\u8853\u306e\u62c5\u5f53\u306b\u5185\u7dda\u3067\u805e\u304f"],"after_flow":"**\u53d6\u308a\u8fbc\u307f\uff08\u6587\u66f8\u306e\u627f\u8a8d\u306e\u305f\u3073\uff09**\n\n1. **\u3010\u81ea\u52d5\u3011** \u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u65b0\u3057\u3044\u7248\u304c\u627f\u8a8d\u3055\u308c\u308b\u3068\u3001\u6587\u66f8\u3092\u624b\u9806\u306e\u5358\u4f4d\u306b\u5206\u3051\u3001\u6587\u66f8\u756a\u53f7\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u5bfe\u8c61\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u3092\u4ed8\u3051\u3066\u691c\u7d22\u57fa\u76e4\u306b\u767b\u9332\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33\u3067\u627f\u8a8d\u3055\u308c\u305f\u5909\u66f4\u3092\u3001\u5bfe\u8c61\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u3068\u6709\u52b9\u671f\u9593\u3092\u4ed8\u3051\u3066\u767b\u9332\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u65b0\u3057\u3044\u7248\u306e\u65bd\u884c\u65e5\u304c\u6765\u305f\u3089\u3001\u524d\u306e\u7248\u306b\u5ec3\u6b62\u65e5\u3092\u5165\u308c\u308b\n\n**\u73fe\u5834\u3067\u63a2\u3059\u3068\u304d**\n\n4. **\u3010\u4eba\u3011** \u8077\u9577\u3084\u4f5c\u696d\u8005\u304c\u3001\u30e9\u30a4\u30f3\u306e\u7aef\u672b\u3067\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306e\u756a\u53f7\u3068\u3001\u77e5\u308a\u305f\u3044\u3053\u3068\u3092\u5165\u308c\u308b\uff08\u300c\u5de5\u7a0b30 \u30c8\u30eb\u30af\u300d\u306a\u3069\uff09\n5. **\u3010\u81ea\u52d5\u3011** \u756a\u53f7\u3092\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3066\u5b8c\u5168\u4e00\u81f4\u3067\u7167\u5408\u3057\u3001\u4eca\u65e5\u6709\u52b9\u306a\u7248\u306e\u624b\u9806\u3060\u3051\u306b\u7d5e\u3063\u3066\u3001\u8a00\u8449\u3067\u63a2\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u540c\u3058\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306b\u3001\u6709\u52b9\u671f\u9593\u4e2d\u306e\u66ab\u5b9a\u306e\u6307\u793a\u3068\u3001\u76f4\u8fd190\u65e5\u306e\u5909\u66f4\u304c\u3042\u308b\u304b\u3092\u63a2\u3059\n7. **\u3010\u81ea\u52d5\u3011** Claude \u304c\u3001\u624b\u9806\u306e\u8a72\u5f53\u7b87\u6240\u3092\u6587\u66f8\u756a\u53f7\u30fb\u7248\u30fb\u30da\u30fc\u30b8\u4ed8\u304d\u3067\u4e26\u3079\u3001\u66ab\u5b9a\u306e\u6307\u793a\u3068\u6700\u8fd1\u306e\u5909\u66f4\u3092\u5148\u982d\u306b\u51fa\u3059\n8. **\u3010\u4eba\u3011** \u8077\u9577\u3084\u4f5c\u696d\u8005\u304c\u8a72\u5f53\u7b87\u6240\u3092\u8aad\u307f\u3001\u5fc5\u8981\u306a\u3089\u539f\u672c\u306e\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u4f5c\u696d\u3059\u308b\n9. **\u3010\u4eba\u3011** \u7b54\u3048\u304c\u7121\u3044\u3001\u307e\u305f\u306f\u5224\u65ad\u306b\u8ff7\u3046\u3068\u304d\u306f\u3001\u8077\u9577\u304c\u751f\u7523\u6280\u8853\u306e\u62c5\u5f53\u306b\u805e\u304f\n\n**6\u756a\u76ee\u30687\u756a\u76ee\u3067\u3001\u66ab\u5b9a\u306e\u6307\u793a\u3092\u5148\u982d\u306b\u51fa\u3059\u306e\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u624b\u9806\u3060\u3051\u3092\u8fd4\u3059\u3068\u3001\u7b2c3\u7ae0\u306e\uff08c\uff09\u304c\u305d\u306e\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002**\u5909\u66f4\u8a18\u9332\u306e\u66ab\u5b9a\u306e\u6307\u793a\u306f\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u3088\u308a\u512a\u5148\u3055\u308c\u308b\u3082\u306e**\u3068\u3057\u3066\u3001\u7b54\u3048\u306e\u3044\u3061\u3070\u3093\u4e0a\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n**8\u756a\u76ee\u3067\u539f\u672c\u3092\u958b\u3051\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u7b54\u3048\u306f\u624b\u9806\u306e\u5199\u3057\u3067\u3001**\u73fe\u5834\u3067\u5b88\u308b\u3079\u304d\u3082\u306e\u306f\u627f\u8a8d\u3055\u308c\u305f\u539f\u672c\u3067\u3059\u3002** \u5199\u771f\u3084\u56f3\u3067\u793a\u3055\u308c\u3066\u3044\u308b\u624b\u9806\u306f\u3001\u6587\u5b57\u306e\u5199\u3057\u3067\u306f\u4f1d\u308f\u308a\u307e\u305b\u3093\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u65b0\u3057\u3044\u7248\u304c\u627f\u8a8d\u3055\u308c\u308b\u3068\u3001\u6587\u66f8\u3092\u624b\u9806\u306e\u5358\u4f4d\u306b\u5206\u3051\u3001\u6587\u66f8\u756a\u53f7\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u5bfe\u8c61\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u3092\u4ed8\u3051\u3066\u691c\u7d22\u57fa\u76e4\u306b\u767b\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33\u3067\u627f\u8a8d\u3055\u308c\u305f\u5909\u66f4\u3092\u3001\u5bfe\u8c61\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u3068\u6709\u52b9\u671f\u9593\u3092\u4ed8\u3051\u3066\u767b\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u65b0\u3057\u3044\u7248\u306e\u65bd\u884c\u65e5\u304c\u6765\u305f\u3089\u3001\u524d\u306e\u7248\u306b\u5ec3\u6b62\u65e5\u3092\u5165\u308c\u308b","**\u3010\u4eba\u3011** \u8077\u9577\u3084\u4f5c\u696d\u8005\u304c\u3001\u30e9\u30a4\u30f3\u306e\u7aef\u672b\u3067\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306e\u756a\u53f7\u3068\u3001\u77e5\u308a\u305f\u3044\u3053\u3068\u3092\u5165\u308c\u308b\uff08\u300c\u5de5\u7a0b30 \u30c8\u30eb\u30af\u300d\u306a\u3069\uff09","**\u3010\u81ea\u52d5\u3011** \u756a\u53f7\u3092\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3066\u5b8c\u5168\u4e00\u81f4\u3067\u7167\u5408\u3057\u3001\u4eca\u65e5\u6709\u52b9\u306a\u7248\u306e\u624b\u9806\u3060\u3051\u306b\u7d5e\u3063\u3066\u3001\u8a00\u8449\u3067\u63a2\u3059","**\u3010\u81ea\u52d5\u3011** \u540c\u3058\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306b\u3001\u6709\u52b9\u671f\u9593\u4e2d\u306e\u66ab\u5b9a\u306e\u6307\u793a\u3068\u3001\u76f4\u8fd190\u65e5\u306e\u5909\u66f4\u304c\u3042\u308b\u304b\u3092\u63a2\u3059","**\u3010\u81ea\u52d5\u3011** Claude \u304c\u3001\u624b\u9806\u306e\u8a72\u5f53\u7b87\u6240\u3092\u6587\u66f8\u756a\u53f7\u30fb\u7248\u30fb\u30da\u30fc\u30b8\u4ed8\u304d\u3067\u4e26\u3079\u3001\u66ab\u5b9a\u306e\u6307\u793a\u3068\u6700\u8fd1\u306e\u5909\u66f4\u3092\u5148\u982d\u306b\u51fa\u3059","**\u3010\u4eba\u3011** \u8077\u9577\u3084\u4f5c\u696d\u8005\u304c\u8a72\u5f53\u7b87\u6240\u3092\u8aad\u307f\u3001\u5fc5\u8981\u306a\u3089\u539f\u672c\u306e\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u4f5c\u696d\u3059\u308b","**\u3010\u4eba\u3011** \u7b54\u3048\u304c\u7121\u3044\u3001\u307e\u305f\u306f\u5224\u65ad\u306b\u8ff7\u3046\u3068\u304d\u306f\u3001\u8077\u9577\u304c\u751f\u7523\u6280\u8853\u306e\u62c5\u5f53\u306b\u805e\u304f"],"architecture":"```\n\u3010\u53d6\u308a\u8fbc\u307f\u3011\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u627f\u8a8d\uff0f\u5909\u66f4\u8a18\u9332\u306e\u627f\u8a8d\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u627f\u8a8d\u306e\u305f\u3073\u3001\u65bd\u884c\u65e5\u306e\u5230\u6765\uff08\u6bce\u671d\uff09\nAWS Lambda \u2500\u2500 \u624b\u9806\u306e\u5358\u4f4d\u306b\u5206\u3051\u3001\u6587\u66f8\u756a\u53f7\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u3092\u4ed8\u3051\u308b\n   \u25bc\nAmazon OpenSearch Service\uff08\u624b\u9806\u306e\u7d22\u5f15\u3002Sudachi\uff0b\u756a\u53f7\u306e\u6b63\u898f\u5316\uff09\n\n\u3010\u73fe\u5834\u3011\u30e9\u30a4\u30f3\u306e\u7aef\u672b\uff08\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\uff0b\u77e5\u308a\u305f\u3044\u3053\u3068\uff09\n   \u25bc\nAmazon OpenSearch Service\n   \u251c\u2500 \u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\uff1anormalizer \u3067\u305d\u308d\u3048\u3066 term \u3067\u5b8c\u5168\u4e00\u81f4\n   \u251c\u2500 \u7248\uff1a\u65bd\u884c\u65e5 \u2266 \u4eca\u65e5\u3001\u304b\u3064\u5ec3\u6b62\u65e5\u304c\u7121\u3044\u304b\u4eca\u65e5\u3088\u308a\u5f8c\uff08range\uff09\n   \u251c\u2500 \u624b\u9806\u306e\u8a00\u8449\uff1aSudachi \u306e\u691c\u7d22\uff0b\u8a72\u5f53\u7b87\u6240\u306e\u629c\u304d\u51fa\u3057\uff08highlight\uff09\n   \u2514\u2500 \u5909\u66f4\u8a18\u9332\uff1a\u6709\u52b9\u671f\u9593\u4e2d\u306e\u66ab\u5b9a\u306e\u6307\u793a\u3068\u3001\u76f4\u8fd190\u65e5\u306e\u5909\u66f4\n   \u25bc\nClaude\uff08Amazon Bedrock\uff09\u2500\u2500 \u691c\u7d22\u7d50\u679c\u306e\u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3057\u3001\u5f15\u7528\u4ed8\u304d\u3067\u624b\u9806\u3092\u4e26\u3079\u308b\n   \u25bc\n\u7aef\u672b\u306b\u8868\u793a\uff08\u66ab\u5b9a\u306e\u6307\u793a \u2192 \u624b\u9806 \u2192 \u6700\u8fd1\u306e\u5909\u66f4\u3001\u539f\u672c\u306e\u30da\u30fc\u30b8\u3078\u306e\u30ea\u30f3\u30af\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Amazon OpenSearch Service\uff08Sudachi\u3001normalizer\u3001range\u3001highlight\u3001\u7d30\u304b\u306a\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\uff09 | Azure AI Search\u3001Vertex AI Search\uff08Agent Search\uff09 |\n| \u751f\u6210AI | Claude\uff08Amazon Bedrock\u3002\u691c\u7d22\u7d50\u679c\u306e\u624b\u9806\u3092\u5f15\u7528\u4ed8\u304d\u3067\u4e26\u3079\u308b\uff09 | Gemini API\u3001OpenAI API |\n| \u9023\u643a | AWS Lambda\uff08\u53d6\u308a\u8fbc\u307f\u3001\u7248\u306e\u5207\u308a\u66ff\u3048\u3001\u7aef\u672b\u304b\u3089\u306e\u691c\u7d22\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u627f\u8a8d\u3055\u308c\u305f\u539f\u672c\u306ePDF\u3068\u3001\u691c\u7d22\u306e\u8a18\u9332\uff09 | \u2015 |\n| \u6587\u66f8\u7ba1\u7406 | \u65e2\u5b58\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3068\u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33 | \u2015 |\n\n**\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u3068\u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33\u306b\u306f\u3001\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u4f5c\u6210\u30fb\u627f\u8a8d\u30fb\u6539\u8a02\u306f\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u751f\u7523\u6280\u8853\u306e\u624b\u9806\u3067\u884c\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u306f\u3001**\u627f\u8a8d\u3055\u308c\u305f\u3082\u306e\u3092\u53d6\u308a\u8fbc\u307f\u3001\u73fe\u5834\u304b\u3089\u5f15\u3051\u308b\u3088\u3046\u306b\u3059\u308b\u3060\u3051**\u3067\u3059\u3002\n\n**\u756a\u53f7\u306e\u7167\u5408\u306f\u3001normalizer \u3067\u884c\u3044\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001normalizer \u306f**\u89e3\u6790\u5668\u3068\u4f3c\u3066\u3044\u307e\u3059\u304c1\u3064\u306e\u30c8\u30fc\u30af\u30f3\u3060\u3051\u3092\u51fa\u3059**\u3082\u306e\u3067\u3001\u6587\u5b57\u5358\u4f4d\u306e\u51e6\u7406\u3092\u884c\u3046\u6587\u5b57\u30d5\u30a3\u30eb\u30bf\u3068\u30c8\u30fc\u30af\u30f3\u30d5\u30a3\u30eb\u30bf\u3060\u3051\u3092\u6301\u3066\u307e\u3059\u3002keyword \u578b\u306e\u9805\u76ee\u306b\u4ed8\u3051\u308b\u3068\u3001**term \u3067\u306e\u7167\u5408\u306e\u524d\u306b\u5165\u529b\u3092\u305d\u308d\u3048\u3089\u308c\u307e\u3059\u3002** \u4f7f\u3048\u308b\u3082\u306e\u306b\u306f\u3001`pattern_replace` \u306e\u6587\u5b57\u30d5\u30a3\u30eb\u30bf\u3001`cjk_width`\u30fb`uppercase` \u306a\u3069\u306e\u30c8\u30fc\u30af\u30f3\u30d5\u30a3\u30eb\u30bf\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u4eca\u65e5\u6709\u52b9\u306a\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u306f\u3001range \u3067\u884c\u3044\u307e\u3059\u3002** \u65e5\u4ed8\u306e\u9805\u76ee\u306b `gte`\u30fb`lte` \u3067\u7bc4\u56f2\u3092\u6307\u5b9a\u3067\u304d\u3001**`now` \u304c\u73fe\u5728\u306e\u65e5\u6642\u3092\u8868\u3059**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u65bd\u884c\u65e5\u304c\u4eca\u65e5\u4ee5\u524d\u3067\u3001\u5ec3\u6b62\u65e5\u304c\u4eca\u65e5\u3088\u308a\u5f8c\u304b\u7a7a\u306e\u7248\u3060\u3051\u3092\u6b8b\u3057\u307e\u3059\u3002\n\n**\u8a72\u5f53\u7b87\u6240\u306e\u629c\u304d\u51fa\u3057\u306f\u3001highlight \u3067\u884c\u3044\u307e\u3059\u3002** \u65e2\u5b9a\u306e `unified` \u306e\u629c\u304d\u51fa\u3057\u306f\u3001**\u6587\u3092\u5358\u4f4d\u306b\u5206\u3051\u3066 BM25 \u3067\u70b9\u6570\u3092\u4ed8\u3051**\u3001\u5f53\u305f\u3063\u305f\u7b87\u6240\u3092\u542b\u3080\u65ad\u7247\u3092\u8fd4\u3057\u307e\u3059\u3002\u65ad\u7247\u306e\u9577\u3055\u306f `fragment_size`\uff08\u65e2\u5b9a100\u6587\u5b57\uff09\u3001\u6570\u306f `number_of_fragments`\uff08\u65e2\u5b9a5\uff09\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d6\u308a\u8fbc\u307f\u3068\u691c\u7d22\u3067\u3001\u8d77\u70b9\u304c2\u3064\u3042\u308a\u307e\u3059\u3002**\n\n**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u3068\u5909\u66f4\u8a18\u9332\u304c\u627f\u8a8d\u3055\u308c\u305f\u3068\u304d\u3067\u3059\u3002** \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u627f\u8a8d\u6e08\u307f\u306e\u5834\u6240\u306b\u30d5\u30a1\u30a4\u30eb\u304c\u7f6e\u304b\u308c\u305f\u3068\u304d\u3001\u307e\u305f\u306f\u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33\u3067\u627f\u8a8d\u306e\u5370\u304c\u4ed8\u3044\u305f\u3068\u304d\u306b\u52d5\u304b\u3057\u307e\u3059\u3002**\u627f\u8a8d\u5f85\u3061\u306e\u6848\u306f\u53d6\u308a\u8fbc\u307f\u307e\u305b\u3093\u3002** \u53d6\u308a\u8fbc\u3080\u3068\u3001\u307e\u3060\u4f7f\u3063\u3066\u306f\u3044\u3051\u306a\u3044\u624b\u9806\u304c\u73fe\u5834\u306e\u7b54\u3048\u306b\u6df7\u3056\u308a\u307e\u3059\u3002\n\n**\u7248\u306e\u5207\u308a\u66ff\u3048\u306f\u3001\u6bce\u671d\u306e\u5b9a\u6642\u3067\u884c\u3044\u307e\u3059\u3002** \u65b0\u3057\u3044\u7248\u306e\u65bd\u884c\u65e5\u304c\u4eca\u65e5\u306b\u306a\u3063\u305f\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u524d\u306e\u7248\u306b\u5ec3\u6b62\u65e5\u3092\u5165\u308c\u307e\u3059\u3002**\u65bd\u884c\u65e5\u3068\u627f\u8a8d\u65e5\u306f\u9055\u3046**\u306e\u3067\u3001\u627f\u8a8d\u3055\u308c\u305f\u6642\u70b9\u3067\u306f\u524d\u306e\u7248\u3092\u5ec3\u6b62\u3057\u307e\u305b\u3093\u3002\n\n**\u691c\u7d22\u306f\u3001\u8077\u9577\u3084\u4f5c\u696d\u8005\u304c\u7aef\u672b\u3067\u63a2\u3057\u305f\u3068\u304d\u306b\u52d5\u304d\u307e\u3059\u3002** \u7aef\u672b\u306f\u30e9\u30a4\u30f3\u3054\u3068\u306b1\u53f0\u7f6e\u304d\u3001\u30ed\u30b0\u30a4\u30f3\u306f\u30e9\u30a4\u30f3\u306e\u5171\u7528\u306e\u5f79\u5272\u3067\u884c\u3044\u307e\u3059\u3002**\u751f\u7523\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u30ed\u30c3\u30c8\u756a\u53f7\u3092\u8aad\u3081\u308b\u7aef\u672b\u306a\u3089\u3001\u54c1\u756a\u3068\u5de5\u7a0b\u3092\u81ea\u52d5\u3067\u5165\u308c\u307e\u3059\u3002** \u624b\u3067\u5165\u308c\u308b\u54c1\u756a\u304c\u6e1b\u308b\u307b\u3069\u3001\u7167\u5408\u306e\u8aa4\u308a\u3082\u6e1b\u308a\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u4f5c\u696d\u6a19\u6e96\u66f8 | \u6587\u66f8\u756a\u53f7\u3001\u7248\u3001\u65bd\u884c\u65e5\u3001\u5bfe\u8c61\u306e\u54c1\u756a\uff08\u6d3e\u751f\u54c1\u756a\u3092\u542b\u3080\uff09\u3001\u5de5\u7a0b\u3001\u8a2d\u5099\u3001\u624b\u9806\u3054\u3068\u306e\u672c\u6587\u3001\u6761\u4ef6\uff08\u30c8\u30eb\u30af\u3001\u6e29\u5ea6\u3001\u6642\u9593\u306a\u3069\uff09\u3001\u539f\u672c\u306e\u30da\u30fc\u30b8 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306e\u627f\u8a8d\u6e08\u307f\u306e\u5834\u6240 |\n| \u4f5c\u696d\u6307\u793a\u66f8 | \u30ed\u30c3\u30c8\u756a\u53f7\u3001\u54c1\u756a\u3001\u7279\u5225\u306a\u6307\u793a\u3001\u6709\u52b9\u671f\u9593 | \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff0f\u751f\u7523\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u5909\u66f4\u8a18\u9332 | \u5909\u66f4\u306e\u756a\u53f7\u3001\u7a2e\u985e\uff08\u4eba\u30fb\u6a5f\u68b0\u30fb\u6750\u6599\u30fb\u65b9\u6cd5\uff09\u3001\u5bfe\u8c61\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u3001\u66ab\u5b9a\u306e\u6307\u793a\u306e\u672c\u6587\u3001\u6709\u52b9\u671f\u9593\u3001\u627f\u8a8d\u65e5 | \u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33 |\n| \u63a2\u3059\u5185\u5bb9\uff08\u691c\u7d22\u6642\uff09 | \u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u306e\u756a\u53f7\u3001\u77e5\u308a\u305f\u3044\u3053\u3068 | \u30e9\u30a4\u30f3\u306e\u7aef\u672b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u306b\u300c\u5bfe\u8c61\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u300d\u304c\u9805\u76ee\u3068\u3057\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3067\u3059\u3002** \u8868\u7d19\u306b\u3057\u304b\u54c1\u756a\u304c\u7121\u304f\u3001\u6d3e\u751f\u54c1\u756a\u304c\u672c\u6587\u306e\u6ce8\u8a18\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u6587\u66f8\u3067\u306f\u3001**\u3069\u306e\u54c1\u756a\u306b\u52b9\u304f\u624b\u9806\u304b\u3092\u53d6\u308a\u8fbc\u307f\u306e\u6bb5\u3067\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002** \u8868\u7d19\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\u3053\u3068\u304c\u3001\u6700\u521d\u306e\u6e96\u5099\u3067\u3059\u3002\n\n**\u5909\u66f4\u8a18\u9332\u306e\u66ab\u5b9a\u306e\u6307\u793a\u306b\u306f\u3001\u6709\u52b9\u671f\u9593\u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002** \u671f\u9593\u306e\u7121\u3044\u66ab\u5b9a\u306e\u6307\u793a\u306f\u3001**\u6539\u8a02\u304c\u7d42\u308f\u3063\u305f\u3042\u3068\u3082\u7b54\u3048\u306e\u5148\u982d\u306b\u51fa\u7d9a\u3051\u307e\u3059\u3002** \u671f\u9593\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u8a18\u9332\u306f\u53d6\u308a\u8fbc\u307f\u3067\u5370\u3092\u4ed8\u3051\u3001\u751f\u7523\u6280\u8853\u306b\u623b\u3057\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u4f5c\u696d\u6a19\u6e96\u66f8\u306f Excel \u3068 Word \u3067\u4f5c\u3089\u308c\u3001\u627f\u8a8d\u6642\u306bPDF\u306b\u3057\u3066\u3044\u307e\u3059\u3002**\u53d6\u308a\u8fbc\u307f\u306f\u3001\u5143\u306e Excel\u30fbWord \u304b\u3089\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u672c\u306ePDF\u306e\u30da\u30fc\u30b8\u756a\u53f7\u3068\u7d50\u3073\u3064\u3051\u307e\u3059\u3002** \u30b9\u30ad\u30e3\u30f3\u3057\u305f\u753b\u50cf\u3057\u304b\u7121\u3044\u53e4\u3044\u6587\u66f8\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u304b\u3089\u5916\u3057\u3001\u6539\u8a02\u306e\u3068\u304d\u306b\u96fb\u5b50\u5316\u3057\u307e\u3059\u3002\n\n**\u7d22\u5f15\u306e\u9805\u76ee\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\n\n| \u9805\u76ee | \u578b | \u4f7f\u3044\u3069\u3053\u308d |\n|:--|:--|:--|\n| `part_no` | keyword\uff08normalizer\u3001\u8907\u6570\u5024\uff09 | \u54c1\u756a\u306e\u5b8c\u5168\u4e00\u81f4\u3002\u6d3e\u751f\u54c1\u756a\u3082\u4e26\u3079\u308b |\n| `process_no`\uff0f`equipment_id` | keyword\uff08normalizer\uff09 | \u5de5\u7a0b\u3068\u8a2d\u5099\u306e\u5b8c\u5168\u4e00\u81f4 |\n| `step_text` | text\uff08Sudachi\u3001`index_options: offsets`\uff09 | \u624b\u9806\u306e\u8a00\u8449\u306e\u691c\u7d22\u3068\u3001\u8a72\u5f53\u7b87\u6240\u306e\u629c\u304d\u51fa\u3057 |\n| `doc_no`\uff0f`version` | keyword | \u7b54\u3048\u306b\u6dfb\u3048\u308b\u6587\u66f8\u756a\u53f7\u3068\u7248 |\n| `effective_from`\uff0f`effective_to` | date | \u4eca\u65e5\u6709\u52b9\u306a\u7248\u306e\u7d5e\u308a\u8fbc\u307f |\n| `source_type` | keyword\uff08`standard`\u3001`work_order`\u3001`change_temp`\u3001`change_record`\uff09 | \u7b54\u3048\u306e\u4e26\u3079\u65b9 |\n| `pdf_page` | keyword | \u539f\u672c\u306e\u30da\u30fc\u30b8\u3078\u306e\u30ea\u30f3\u30af |\n\n**`step_text` \u306b `index_options: offsets` \u3092\u4ed8\u3051\u308b\u306e\u306f\u3001\u629c\u304d\u51fa\u3057\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30aa\u30d5\u30bb\u30c3\u30c8\u3092\u4fdd\u5b58\u3059\u308b\u3068**\u629c\u304d\u51fa\u3057\u306e\u3068\u304d\u306b\u6587\u3092\u89e3\u6790\u3057\u76f4\u3055\u305a\u306b\u6e08\u307f**\u3001term vector \u3088\u308a\u5c11\u306a\u3044\u5bb9\u91cf\u3067\u6e08\u3080\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u624b\u9806\u306e\u5358\u4f4d\u306b\u5206\u3051\u308b** \u2026 \u4f5c\u696d\u6a19\u6e96\u66f8\u3092\u3001\u5de5\u7a0b\u306e\u4e2d\u306e\u624b\u9806\u306e\u756a\u53f7\u3054\u3068\u306b1\u4ef6\u306b\u3057\u307e\u3059\u30021\u4ef6\u306b\u6761\u4ef6\u3068\u78ba\u8a8d\u70b9\u3092\u542b\u3081\u307e\u3059\n2. **\u756a\u53f7\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 normalizer \u3067\u3001\u5168\u89d2\u306e\u82f1\u6570\u5b57\u3092\u534a\u89d2\u306b\uff08`cjk_width`\uff09\u3001\u82f1\u5b57\u3092\u5927\u6587\u5b57\u306b\uff08`uppercase`\uff09\u3057\u3001`pattern_replace` \u3067\u30cf\u30a4\u30d5\u30f3\uff08\u5168\u89d2\u30fb\u534a\u89d2\uff09\u3068\u7a7a\u767d\u3092\u9664\u304d\u307e\u3059\n3. **\u6d3e\u751f\u54c1\u756a\u306e\u5c55\u958b** \u2026 \u300cAB-1234 \u7cfb\u300d\u300cAB-1234-01\u301c05\u300d\u306e\u3088\u3046\u306a\u66f8\u304d\u65b9\u3092\u3001\u53d6\u308a\u8fbc\u307f\u3067\u54c1\u756a\u306e\u4e00\u89a7\u306b\u5c55\u958b\u3057\u307e\u3059\n4. **\u6761\u4ef6\u306e\u5024\u306e\u78ba\u8a8d** \u2026 \u624b\u9806\u306e\u672c\u6587\u306b\u3042\u308b\u30c8\u30eb\u30af\u30fb\u6e29\u5ea6\u30fb\u6642\u9593\u306e\u6570\u5024\u3068\u5358\u4f4d\u304c\u3001\u5143\u306e\u8868\u3068\u540c\u3058\u304b\u3092\u53d6\u308a\u8fbc\u307f\u3067\u7a81\u304d\u5408\u308f\u305b\u307e\u3059\n5. **\u66ab\u5b9a\u306e\u6307\u793a\u306e\u6709\u52b9\u671f\u9593\u306e\u78ba\u8a8d** \u2026 \u671f\u9593\u306e\u7121\u3044\u3082\u306e\u306b\u5370\u3092\u4ed8\u3051\u3001\u751f\u7523\u6280\u8853\u3078\u623b\u3057\u307e\u3059\n6. **\u691c\u7d22\u306e\u5165\u529b\u306e\u6574\u3048** \u2026 \u7aef\u672b\u3067\u5165\u308c\u305f\u756a\u53f7\u3082\u3001\u540c\u3058 normalizer \u3067\u7167\u5408\u3055\u308c\u307e\u3059\u3002\u77e5\u308a\u305f\u3044\u3053\u3068\u306e\u8a00\u8449\u306f Sudachi \u3067\u89e3\u6790\u3055\u308c\u307e\u3059\n\n**2\u756a\u76ee\u306e `pattern_replace` \u306f\u6587\u5b57\u30d5\u30a3\u30eb\u30bf\u306a\u306e\u3067\u3001`cjk_width` \u3088\u308a\u5148\u306b\u52d5\u304d\u307e\u3059\u3002** \u5168\u89d2\u306e\u30cf\u30a4\u30d5\u30f3\uff08\uff0d\uff09\u306f\u3001\u534a\u89d2\u306b\u305d\u308d\u3048\u308b\u524d\u306e\u6bb5\u3067\u6d88\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002**\u6d88\u3059\u5bfe\u8c61\u306e\u6587\u5b57\u306e\u4e00\u89a7\u306b\u3001\u5168\u89d2\u3068\u534a\u89d2\u306e\u30cf\u30a4\u30d5\u30f3\u3001\u9577\u97f3\u306e\u8a18\u53f7\u3001\u7a7a\u767d\u3092\u307e\u3068\u3081\u3066\u5165\u308c\u307e\u3059\u3002**\n\n**4\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** Excel \u306e\u8868\u304b\u3089\u6587\u5b57\u3092\u53d6\u308a\u51fa\u3059\u3068\u3001**\u30bb\u30eb\u306e\u66f8\u5f0f\u3067\u8868\u793a\u3057\u3066\u3044\u305f\u5358\u4f4d\u3084\u5c0f\u6570\u70b9\u4ee5\u4e0b\u306e\u6841\u304c\u843d\u3061\u308b**\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u300c12.0 N\u00b7m\u300d\u304c\u300c12\u300d\u306b\u306a\u308c\u3070\u3001\u73fe\u5834\u3067\u306f\u610f\u5473\u304c\u5909\u308f\u308a\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**AI\u306e\u4ed5\u4e8b\u306f\u3001\u691c\u7d22\u7d50\u679c\u306e\u624b\u9806\u3092\u3001\u6c7a\u307e\u3063\u305f\u9806\u306b\u5f15\u7528\u4ed8\u304d\u3067\u4e26\u3079\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u63a2\u3059\u306e\u3082\u3001\u7248\u3092\u7d5e\u308b\u306e\u3082\u691c\u7d22\u57fa\u76e4\u3067\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u66ab\u5b9a\u306e\u6307\u793a\u3092\u5148\u982d\u306b\u7f6e\u304f | `change_temp` \u306e\u7d50\u679c\u304c\u3042\u308c\u3070\u3001\u6709\u52b9\u671f\u9593\u3068\u5909\u66f4\u306e\u756a\u53f7\u3092\u6dfb\u3048\u3066\u3044\u3061\u3070\u3093\u4e0a\u306b\u51fa\u3059 |\n| \u624b\u9806\u306e\u8a72\u5f53\u7b87\u6240\u3092\u4e26\u3079\u308b | \u6587\u66f8\u756a\u53f7\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u30da\u30fc\u30b8\u3092\u6dfb\u3048\u3066\u3001\u8a72\u5f53\u3059\u308b\u624b\u9806\u306e\u672c\u6587\u3092\u5f15\u304f |\n| \u6700\u8fd1\u306e\u5909\u66f4\u3092\u6dfb\u3048\u308b | \u76f4\u8fd190\u65e5\u306e\u5909\u66f4\u8a18\u9332\u3092\u3001\u7a2e\u985e\u3068\u65e5\u4ed8\u4ed8\u304d\u3067\u6700\u5f8c\u306b\u51fa\u3059 |\n| \u8907\u6570\u306e\u624b\u9806\u304c\u5f53\u305f\u3063\u305f\u3068\u304d\u306e\u533a\u5225 | \u54c1\u756a\u3084\u8a2d\u5099\u306e\u9055\u3044\u3067\u5206\u304b\u308c\u308b\u624b\u9806\u3092\u3001\u9055\u3044\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u4e26\u3079\u308b |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u6761\u4ef6\u306e\u5024\u306e\u8a00\u3044\u63db\u3048\u30fb\u4e38\u3081 | \u300c12.0 N\u00b7m\u300d\u3092\u300c\u7d0412\u300d\u3068\u66f8\u304b\u306a\u3044\u3002\u5024\u306f\u691c\u7d22\u7d50\u679c\u306e\u6587\u5b57\u306e\u307e\u307e |\n| \u6587\u66f8\u306b\u7121\u3044\u624b\u9806\u306e\u88dc\u8db3 | \u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u624b\u9806\u3092\u8db3\u3055\u306a\u3044\u3002\u7121\u3051\u308c\u3070\u300c\u6587\u66f8\u306b\u8a18\u8f09\u306a\u3057\u300d |\n| \u3069\u3061\u3089\u306e\u624b\u9806\u3067\u4f5c\u696d\u3059\u308b\u304b\u306e\u6c7a\u5b9a | \u8907\u6570\u304c\u5f53\u305f\u3063\u305f\u3089\u4e26\u3079\u308b\u3060\u3051\u3002\u6c7a\u3081\u308b\u306e\u306f\u8077\u9577 |\n| \u54c1\u8cea\u306e\u5408\u5426\u306e\u5224\u65ad | \u78ba\u8a8d\u70b9\u3092\u5f15\u304f\u3060\u3051\u3002\u5408\u5426\u306f\u691c\u67fb\u306e\u624b\u9806\u3067\u6c7a\u3081\u308b |\n| \u53e4\u3044\u7248\u306e\u624b\u9806\u306e\u63d0\u793a | \u691c\u7d22\u306e\u6bb5\u3067\u5916\u3057\u3066\u304a\u308a\u3001\u7b54\u3048\u306b\u51fa\u3055\u306a\u3044 |\n\n**1\u884c\u76ee\u30682\u884c\u76ee\u304c\u3001\u3044\u3061\u3070\u3093\u5916\u305b\u306a\u3044\u7dda\u3067\u3059\u3002** \u73fe\u5834\u304b\u3089\u306e\u8cea\u554f\u306f\u300c\u30c8\u30eb\u30af\u306f\uff1f\u300d\u306e\u3088\u3046\u306b\u77ed\u304f\u3001AI\u306f\u89aa\u5207\u306b\u300c\u4e00\u822c\u7684\u306b\u306f\u3053\u306e\u7bc4\u56f2\u3067\u3059\u300d\u3068\u88dc\u3044\u304c\u3061\u3067\u3059\u3002**\u305d\u306e\u4e00\u8a00\u304c\u3001\u6587\u66f8\u306b\u7121\u3044\u5024\u3068\u3057\u3066\u73fe\u5834\u306b\u4f1d\u308f\u308a\u307e\u3059\u3002** \u6761\u4ef6\u306e\u5024\u306f\u691c\u7d22\u7d50\u679c\u306e\u6587\u5b57\u306e\u307e\u307e\u5f15\u304d\u3001\u7121\u3051\u308c\u3070\u7121\u3044\u3068\u8fd4\u3055\u305b\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u5de5\u5834\u306e\u751f\u7523\u30e9\u30a4\u30f3\u3067\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u63a2\u3059\u624b\u4f1d\u3044\u3092\u3059\u308b\u4fc2\u3067\u3059\u3002\n\u6e21\u3055\u308c\u305f\u691c\u7d22\u7d50\u679c\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u63a2\u3057\u3066\u3044\u308b\u4eba\u304c\u5165\u308c\u305f\u5185\u5bb9\u3011\n\u54c1\u756a\uff1a{part_no}\u3000\u5de5\u7a0b\uff1a{process_no}\u3000\u8a2d\u5099\uff1a{equipment_id}\n\u77e5\u308a\u305f\u3044\u3053\u3068\uff1a{question}\n\n\u3010\u691c\u7d22\u7d50\u679c\u306e\u7a2e\u985e\u3011\n- change_temp\uff1a\u6709\u52b9\u671f\u9593\u4e2d\u306e\u66ab\u5b9a\u306e\u6307\u793a\uff08\u4f5c\u696d\u6a19\u6e96\u66f8\u3088\u308a\u512a\u5148\u3055\u308c\u308b\uff09\n- work_order\uff1a\u30ed\u30c3\u30c8\u3054\u3068\u306e\u4f5c\u696d\u6307\u793a\u66f8\n- standard\uff1a\u4eca\u65e5\u6709\u52b9\u306a\u7248\u306e\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u624b\u9806\n- change_record\uff1a\u76f4\u8fd190\u65e5\u306e\u5909\u66f4\u8a18\u9332\n\n\u3010\u4e26\u3079\u308b\u9806\u3011\n1. change_temp \u304c\u3042\u308c\u3070\u3001\u3044\u3061\u3070\u3093\u4e0a\u306b\u300c\u66ab\u5b9a\u306e\u6307\u793a\u3042\u308a\u300d\u3068\u66f8\u304d\u3001\n   \u5909\u66f4\u306e\u756a\u53f7\u30fb\u6709\u52b9\u671f\u9593\u30fb\u6307\u793a\u306e\u672c\u6587\u3092\u305d\u306e\u307e\u307e\u5f15\u304f\n2. work_order \u304c\u3042\u308c\u3070\u3001\u30ed\u30c3\u30c8\u756a\u53f7\u3068\u6307\u793a\u306e\u672c\u6587\u3092\u5f15\u304f\n3. standard \u306e\u8a72\u5f53\u3059\u308b\u624b\u9806\u3092\u3001\u6587\u66f8\u756a\u53f7\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u30da\u30fc\u30b8\u4ed8\u304d\u3067\u5f15\u304f\n4. change_record \u304c\u3042\u308c\u3070\u3001\u7a2e\u985e\uff08\u4eba\u30fb\u6a5f\u68b0\u30fb\u6750\u6599\u30fb\u65b9\u6cd5\uff09\u3068\u65e5\u4ed8\u3092\u6dfb\u3048\u3066\u6700\u5f8c\u306b\u4e26\u3079\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u30c8\u30eb\u30af\u3001\u6e29\u5ea6\u3001\u6642\u9593\u3001\u5bf8\u6cd5\u306a\u3069\u306e\u5024\u306f\u3001\u691c\u7d22\u7d50\u679c\u306e\u6587\u5b57\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n  \u4e38\u3081\u305f\u308a\u3001\u5358\u4f4d\u3092\u5909\u3048\u305f\u308a\u3001\u7bc4\u56f2\u3092\u8a00\u3044\u63db\u3048\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u624b\u9806\u3084\u5024\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u300c\u8a72\u5f53\u3059\u308b\u8a18\u8f09\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u8077\u9577\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u54c1\u756a\u3084\u8a2d\u5099\u304c\u9055\u3046\u624b\u9806\u304c\u8907\u6570\u5f53\u305f\u3063\u305f\u3068\u304d\u306f\u3001\u3069\u3061\u3089\u3067\u4f5c\u696d\u3059\u3079\u304d\u304b\u3092\u66f8\u304b\u305a\u3001\n  \u9055\u3044\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4f5c\u696d\u306e\u826f\u3057\u60aa\u3057\u3084\u3001\u54c1\u8cea\u306e\u5408\u5426\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u66ab\u5b9a\u306e\u6307\u793a\u304c\u3044\u3061\u3070\u3093\u4e0a\u300d\u3092\u9806\u756a\u3068\u3057\u3066\u6307\u793a\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u70b9\u6570\u306e\u9806\u306b\u4e26\u3079\u308b\u3068\u4e0b\u306b\u6c88\u3080\u305f\u3081\u3067\u3059\u3002** \u66ab\u5b9a\u306e\u6307\u793a\u306e\u672c\u6587\u306f\u77ed\u304f\u3001\u624b\u9806\u306e\u8a00\u8449\u3068\u3042\u307e\u308a\u91cd\u306a\u3089\u306a\u3044\u306e\u3067\u3001\u8a00\u8449\u306e\u691c\u7d22\u306e\u70b9\u6570\u306f\u4f4e\u304f\u51fa\u307e\u3059\u3002**\u70b9\u6570\u3067\u306f\u306a\u304f\u7a2e\u985e\u3067\u4e26\u3079\u308b**\u3053\u3068\u3092\u3001\u691c\u7d22\u306e\u5074\u3068\u6307\u793a\u306e\u5074\u306e\u4e21\u65b9\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**\u691c\u7d22\u7d50\u679c\u306f\u3001Claude \u306e\u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\u3067\u6e21\u3057\u307e\u3059\u3002** 1\u4ef6\u306e\u624b\u9806\u30921\u3064\u306e `search_result` \u306b\u3057\u3001`source` \u306b\u6587\u66f8\u756a\u53f7\u3068\u7248\u3001`title` \u306b\u5de5\u7a0b\u3068\u624b\u9806\u306e\u756a\u53f7\u3001`content` \u306b\u624b\u9806\u306e\u672c\u6587\u3068\u6761\u4ef6\u3092**\u5225\u3005\u306e\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u3067\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u5f15\u7528\u306f `content` \u306e\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u3092\u5358\u4f4d\u306b\u4ed8\u304f\u306e\u3067\u3001**\u7b54\u3048\u306e\u5024\u304c\u3069\u306e\u6587\u66f8\u306e\u3069\u306e\u7248\u304b\u3089\u6765\u305f\u304b**\u3092\u7aef\u672b\u306e\u4e0a\u3067\u8fbf\u308c\u307e\u3059\u3002\u3053\u306e\u4ed5\u7d44\u307f\u306f Amazon Bedrock \u3067\u3082\u4f7f\u3048\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u691c\u7d22\u306e\u8981\u6c42\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u7d44\u307f\u307e\u3059\u3002**\n\n```json\n{\n  \"query\": {\n    \"bool\": {\n      \"filter\": [\n        { \"term\": { \"part_no\": \"AB-1234\" } },\n        { \"term\": { \"process_no\": \"30\" } },\n        { \"range\": { \"effective_from\": { \"lte\": \"now\/d\" } } },\n        { \"bool\": { \"should\": [\n            { \"range\": { \"effective_to\": { \"gt\": \"now\/d\" } } },\n            { \"bool\": { \"must_not\": { \"exists\": { \"field\": \"effective_to\" } } } }\n          ] } }\n      ],\n      \"must\": { \"match\": { \"step_text\": \"\u7de0\u3081\u4ed8\u3051 \u30c8\u30eb\u30af\" } }\n    }\n  },\n  \"highlight\": {\n    \"fields\": { \"step_text\": { \"fragment_size\": 120, \"number_of_fragments\": 2 } }\n  }\n}\n```\n\n**\u54c1\u756a\u306f `term` \u3067\u7167\u5408\u3057\u3066\u3082\u3001normalizer \u304c\u52b9\u304d\u307e\u3059\u3002** \u7d22\u5f15\u306b\u5165\u308c\u308b\u3068\u304d\u3082\u3001\u691c\u7d22\u306e\u3068\u304d\u3082\u540c\u3058 normalizer \u3092\u901a\u308b\u306e\u3067\u3001**\u300c\uff21\uff22\uff0d\uff11\uff12\uff13\uff14\u300d\u3067\u5165\u308c\u3066\u3082\u300cAB1234\u300d\u3068\u3057\u3066\u7167\u5408\u3055\u308c\u307e\u3059\u3002** \u5ec3\u6b62\u65e5\u306e\u7121\u3044\u7248\u3092\u62fe\u3046\u305f\u3081\u306b\u3001`exists` \u306e\u5426\u5b9a\u3092 `should` \u306b\u5165\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u7aef\u672b\u306b\u8fd4\u3059\u5f62\u306f\u3001\u6b21\u306eJSON\u3067\u3059\u3002**\n\n```json\n{\n  \"query\": { \"part_no\": \"AB1234\", \"process_no\": \"30\", \"question\": \"\u7de0\u3081\u4ed8\u3051 \u30c8\u30eb\u30af\" },\n  \"temp_instructions\": [\n    { \"change_no\": \"CHG-2026-0915\", \"valid\": \"2026-09-20\u301c2026-10-31\", \"text\": \"\" }\n  ],\n  \"steps\": [\n    { \"doc_no\": \"WS-AB1234-30\", \"version\": \"7\", \"effective_from\": \"2026-08-01\",\n      \"step\": \"30-4\", \"text\": \"\", \"pdf_page\": \"5\" }\n  ],\n  \"recent_changes\": [ { \"change_no\": \"\", \"type\": \"machine\", \"date\": \"\" } ],\n  \"not_found\": false\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u66ab\u5b9a\u306e\u6307\u793a\u3068\u624b\u9806\u3092\u5225\u306e\u914d\u5217\u306b\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u7aef\u672b\u306e\u753b\u9762\u3067\u306f\u3001`temp_instructions` \u304c\u3042\u308c\u3070**\u8d64\u3044\u67a0\u3067\u5148\u982d\u306b\u51fa\u3059**\u3088\u3046\u306b\u4f5c\u308a\u307e\u3059\u3002\u4e26\u3079\u65b9\u3092\u753b\u9762\u306e\u5074\u3067\u56fa\u5b9a\u3067\u304d\u3001AI\u306e\u6587\u7ae0\u306e\u66f8\u304d\u65b9\u306b\u5de6\u53f3\u3055\u308c\u307e\u305b\u3093\u3002\n\n**2\u3064\u76ee\u306f\u3001`version` \u3068 `effective_from` \u3092\u7b54\u3048\u306b\u5fc5\u305a\u6dfb\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u73fe\u5834\u306e\u4eba\u304c\u300c\u3053\u306e\u7248\u3067\u3044\u3044\u306e\u304b\u300d\u3092\u3001\u539f\u672c\u3092\u958b\u304b\u305a\u306b\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`not_found` \u3067\u300c\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u300d\u3092\u533a\u5225\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u691c\u7d22\u306f\u8a18\u9332\u306b\u6b8b\u3057\u3001**\u6587\u66f8\u306e\u6b20\u3051\u304b\u3001\u54c1\u756a\u306e\u66f8\u304d\u65b9\u306e\u63fa\u308c\u304b\u3092\u751f\u7523\u6280\u8853\u304c\u5f8c\u304b\u3089\u898b\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5171\u6709\u30d5\u30a9\u30eb\u30c0\uff08\u627f\u8a8d\u6e08\u307f\u306e\u5834\u6240\uff09 | \u30d5\u30a1\u30a4\u30eb\u306e\u914d\u7f6e\u3092\u691c\u77e5 | \u65b0\u3057\u3044\u7248\u3092\u53d6\u308a\u8fbc\u3080 |\n| \u5909\u66f4\u8a18\u9332\u306e\u53f0\u5e33 | \u627f\u8a8d\u306e\u5370\u3092\u6bce\u6642\u306b\u78ba\u8a8d | \u5909\u66f4\u3068\u66ab\u5b9a\u306e\u6307\u793a\u3092\u53d6\u308a\u8fbc\u3080 |\n| \u751f\u7523\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u30ed\u30c3\u30c8\u756a\u53f7\u304b\u3089\u54c1\u756a\u3068\u5de5\u7a0b\u3092\u5f15\u304f\uff08\u8aad\u3081\u308b\u5834\u5408\uff09 | \u7aef\u672b\u306e\u5165\u529b\u3092\u6e1b\u3089\u3059 |\n| Amazon OpenSearch Service | \u7d22\u5f15\u3078\u306e\u767b\u9332\u3068\u691c\u7d22 | \u4eca\u65e5\u6709\u52b9\u306a\u624b\u9806\u3068\u5909\u66f4\u3092\u8fd4\u3059 |\n| Claude\uff08Amazon Bedrock\uff09 | Lambda \u304b\u3089\u306e\u547c\u3073\u51fa\u3057 | \u5f15\u7528\u4ed8\u304d\u3067\u624b\u9806\u3092\u4e26\u3079\u308b |\n| \u30e9\u30a4\u30f3\u306e\u7aef\u672b | \u753b\u9762\u306e\u8868\u793a | \u66ab\u5b9a\u306e\u6307\u793a \u2192 \u624b\u9806 \u2192 \u6700\u8fd1\u306e\u5909\u66f4\u3001\u539f\u672c\u3078\u306e\u30ea\u30f3\u30af |\n\n**\u5909\u66f4\u8a18\u9332\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u6bce\u6642\u306b\u3057\u3066\u3044\u307e\u3059\u3002** \u66ab\u5b9a\u306e\u6307\u793a\u306f\u3001\u627f\u8a8d\u3055\u308c\u305f\u305d\u306e\u65e5\u304b\u3089\u52b9\u304f\u3053\u3068\u304c\u591a\u3044\u305f\u3081\u3067\u3059\u3002**\u6bce\u6669\u306e\u53d6\u308a\u8fbc\u307f\u306b\u3059\u308b\u3068\u3001\u627f\u8a8d\u5f53\u65e5\u306e\u6bb5\u53d6\u308a\u66ff\u3048\u3067\u53e4\u3044\u624b\u9806\u304c\u8fd4\u308a\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u3053\u306e\u69cb\u6210\u306e\u78ba\u8a8d\u306f\u3001\u6761\u4ef6\u4ed8\u304d\u3067\u3059\u3002**\n\n1. **\u7b54\u3048\u306b\u66ab\u5b9a\u306e\u6307\u793a\u304c\u51fa\u305f\u3068\u304d** \u2026 \u8077\u9577\u304c\u5185\u5bb9\u3092\u8aad\u307f\u3001\u4f5c\u696d\u8005\u306b\u4f1d\u3048\u3066\u304b\u3089\u4f5c\u696d\u3092\u59cb\u3081\u307e\u3059\n2. **\u8907\u6570\u306e\u624b\u9806\u304c\u5f53\u305f\u3063\u305f\u3068\u304d** \u2026 \u54c1\u756a\u3084\u8a2d\u5099\u306e\u9055\u3044\u3092\u8077\u9577\u304c\u78ba\u304b\u3081\u3001\u3069\u308c\u3067\u4f5c\u696d\u3059\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\n3. **\u300c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u3068\u51fa\u305f\u3068\u304d** \u2026 \u8077\u9577\u304c\u751f\u7523\u6280\u8853\u306e\u62c5\u5f53\u306b\u805e\u304d\u307e\u3059\u3002**\u4f5c\u696d\u8005\u304c\u63a8\u6e2c\u3067\u4f5c\u696d\u3092\u59cb\u3081\u306a\u3044**\u3053\u3068\u3092\u3001\u30e9\u30a4\u30f3\u306e\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\n4. **\u5199\u771f\u3084\u56f3\u3067\u793a\u3055\u308c\u305f\u624b\u9806** \u2026 \u539f\u672c\u306e\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u78ba\u304b\u3081\u307e\u3059\n\n**\u305d\u308c\u4ee5\u5916\u306e\u30011\u3064\u306e\u624b\u9806\u304c\u306f\u3063\u304d\u308a\u5f53\u305f\u3063\u305f\u3068\u304d\u306f\u3001\u4f5c\u696d\u8005\u304c\u8a72\u5f53\u7b87\u6240\u3092\u8aad\u3093\u3067\u4f5c\u696d\u3057\u307e\u3059\u3002** \u6bce\u56de\u8077\u9577\u306e\u78ba\u8a8d\u3092\u5165\u308c\u308b\u3068\u3001\u6bb5\u53d6\u308a\u66ff\u3048\u306e\u6642\u9593\u304c\u5ef6\u3073\u3001\u7aef\u672b\u304c\u4f7f\u308f\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002**1\u4ef6\u3042\u305f\u308a2\u5206\u3092\u76ee\u5b89\u306b\u3057\u307e\u3059\u3002**\n\n**\u65b0\u3057\u304f\u914d\u5c5e\u3055\u308c\u305f\u4f5c\u696d\u8005\u306b\u306f\u3001\u6700\u521d\u306e1\u304b\u6708\u3060\u3051\u3001\u3059\u3079\u3066\u306e\u7b54\u3048\u3092\u8077\u9577\u3068\u4e00\u7dd2\u306b\u8aad\u3080\u671f\u9593\u3092\u8a2d\u3051\u307e\u3059\u3002** \u7aef\u672b\u306e\u7b54\u3048\u306e\u8aad\u307f\u65b9\uff08\u66ab\u5b9a\u306e\u6307\u793a\u306e\u67a0\u3001\u7248\u3068\u65bd\u884c\u65e5\u306e\u4f4d\u7f6e\u3001\u539f\u672c\u3078\u306e\u30ea\u30f3\u30af\uff09\u3092\u899a\u3048\u308b\u307e\u3067\u306e\u671f\u9593\u3067\u3059\u3002**\u6163\u308c\u305f\u3042\u3068\u3082\u3001\u66ab\u5b9a\u306e\u6307\u793a\u306e\u67a0\u304c\u51fa\u305f\u3068\u304d\u3060\u3051\u306f\u8077\u9577\u3092\u547c\u3076**\u3001\u3068\u3044\u3046\u6c7a\u307e\u308a\u3092\u6b8b\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u6709\u52b9\u306a\u7248\u304c1\u3064\u3082\u7121\u3044 | \u300c\u6709\u52b9\u306a\u7248\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u51fa\u3057\u3001\u751f\u7523\u6280\u8853\u3078\u901a\u77e5\u3059\u308b\u3002**\u53e4\u3044\u7248\u3092\u4ee3\u308f\u308a\u306b\u51fa\u3055\u306a\u3044** |\n| \u6709\u52b9\u306a\u7248\u304c2\u3064\u3042\u308b | \u65bd\u884c\u65e5\u306e\u91cd\u306a\u308a\u3002\u4e21\u65b9\u3092\u51fa\u3057\u3001\u751f\u7523\u6280\u8853\u3078\u901a\u77e5\u3059\u308b |\n| \u66ab\u5b9a\u306e\u6307\u793a\u306e\u6709\u52b9\u671f\u9593\u304c\u5207\u308c\u3066\u3044\u308b | \u7b54\u3048\u306b\u51fa\u3055\u306a\u3044\u3002\u671f\u9593\u5207\u308c\u3092\u751f\u7523\u6280\u8853\u3078\u901a\u77e5\u3059\u308b |\n| \u671f\u9593\u306e\u7121\u3044\u66ab\u5b9a\u306e\u6307\u793a | \u53d6\u308a\u8fbc\u307f\u3067\u6b62\u3081\u3001\u751f\u7523\u6280\u8853\u3078\u623b\u3059 |\n| \u54c1\u756a\u304c\u6d3e\u751f\u54c1\u756a\u306e\u4e00\u89a7\u306b\u7121\u3044 | \u300c\u54c1\u756a\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u300d\u3068\u51fa\u3059\u3002**\u4f3c\u305f\u54c1\u756a\u306e\u624b\u9806\u3092\u51fa\u3055\u306a\u3044** |\n| \u5199\u771f\u3060\u3051\u3067\u793a\u3055\u308c\u305f\u624b\u9806 | \u672c\u6587\u306e\u4ee3\u308f\u308a\u306b\u539f\u672c\u306e\u30da\u30fc\u30b8\u3078\u306e\u30ea\u30f3\u30af\u3092\u51fa\u3059 |\n| Bedrock \u306e\u547c\u3073\u51fa\u3057\u306b\u5931\u6557\u3057\u305f | \u691c\u7d22\u7d50\u679c\u306e\u624b\u9806\u3068\u629c\u304d\u51fa\u3057\u3092\u305d\u306e\u307e\u307e\u8868\u793a\u3059\u308b |\n\n**5\u884c\u76ee\u304c\u3001\u756a\u53f7\u306e\u7167\u5408\u3092\u5206\u3051\u305f\u7406\u7531\u3067\u3059\u3002** \u8a00\u8449\u306e\u691c\u7d22\u306b\u54c1\u756a\u3092\u6df7\u305c\u308b\u3068\u3001\u300cAB-1235\u300d\u3067\u63a2\u3057\u305f\u3068\u304d\u306b\u300cAB-1234\u300d\u306e\u624b\u9806\u304c\u8fd1\u3044\u3082\u306e\u3068\u3057\u3066\u51fa\u307e\u3059\u3002**\u54c1\u756a\u306e\u9055\u3046\u624b\u9806\u306f\u3001\u4f3c\u3066\u3044\u3066\u3082\u5225\u306e\u4f5c\u696d\u3067\u3059\u3002** \u756a\u53f7\u306f\u5b8c\u5168\u4e00\u81f4\u3060\u3051\u306b\u3057\u3001\u5916\u308c\u305f\u3089\u5916\u308c\u305f\u3068\u8fd4\u3057\u307e\u3059\u3002\n\n**1\u884c\u76ee\u30682\u884c\u76ee\u306e\u901a\u77e5\u306f\u3001\u751f\u7523\u6280\u8853\u306e\u62c5\u5f53\u306e\u4e00\u89a7\u306b\u6bce\u671d\u307e\u3068\u3081\u3066\u5c4a\u304f\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u6709\u52b9\u306a\u7248\u304c\u7121\u3044\u3001\u307e\u305f\u306f2\u3064\u3042\u308b\u3068\u3044\u3046\u72b6\u614b\u306f\u3001**\u7248\u306e\u5207\u308a\u66ff\u3048\u306e\u767b\u9332\u306e\u8aa4\u308a**\u3067\u307b\u3068\u3093\u3069\u304c\u8d77\u304d\u307e\u3059\u3002\u73fe\u5834\u3067\u898b\u3064\u304b\u308b\u524d\u306b\u3001\u6bce\u671d\u306e\u7248\u306e\u5207\u308a\u66ff\u3048\u306e\u76f4\u5f8c\u306b\u5168\u54c1\u756a\u3092\u70b9\u691c\u3057\u3066\u898b\u3064\u3051\u308b\u904b\u7528\u306b\u3057\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d6\u308a\u8fbc\u3093\u3060\u6587\u66f8\u306e\u756a\u53f7\u30fb\u7248\u30fb\u65bd\u884c\u65e5\u30fb\u5ec3\u6b62\u65e5\u3068\u3001\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\n- \u5909\u66f4\u8a18\u9332\u306e\u756a\u53f7\u3068\u6709\u52b9\u671f\u9593\u3001\u53d6\u308a\u8fbc\u307f\u3067\u6b62\u3081\u305f\u8a18\u9332\u3068\u7406\u7531\n- \u7aef\u672b\u3054\u3068\u306e\u691c\u7d22\u306e\u5185\u5bb9\uff08\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u30fb\u77e5\u308a\u305f\u3044\u3053\u3068\uff09\u3068\u3001\u8fd4\u3057\u305f\u624b\u9806\u3068\u7248\n- Claude \u306b\u6e21\u3057\u305f\u691c\u7d22\u7d50\u679c\u3068\u3001\u8fd4\u3063\u3066\u304d\u305f\u7b54\u3048\u3068\u5f15\u7528\n- **\u300c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u306b\u306a\u3063\u305f\u691c\u7d22**\n- \u8077\u9577\u304c\u751f\u7523\u6280\u8853\u306b\u554f\u3044\u5408\u308f\u305b\u305f\u4ef6\u3068\u3001\u305d\u306e\u7b54\u3048\n\n**5\u3064\u76ee\u30686\u3064\u76ee\u306f\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u6539\u8a02\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u540c\u3058\u54c1\u756a\u30fb\u5de5\u7a0b\u3067\u898b\u3064\u304b\u3089\u306a\u3044\u691c\u7d22\u304c\u7d9a\u3051\u3070\u3001**\u6587\u66f8\u306e\u6b20\u3051\u304b\u3001\u73fe\u5834\u306e\u8a00\u8449\u3068\u6587\u66f8\u306e\u8a00\u8449\u306e\u9055\u3044\u3067\u3059\u3002** \u5f8c\u8005\u306a\u3089\u3001\u6587\u66f8\u306e\u66f8\u304d\u65b9\u304b\u540c\u7fa9\u8a9e\u306e\u8f9e\u66f8\u3092\u76f4\u3057\u307e\u3059\u3002","minimal_setup":"1. \u6bb5\u53d6\u308a\u66ff\u3048\u306e\u591a\u3044\u30e9\u30a4\u30f31\u672c\u3092\u9078\u3073\u3001\u305d\u306e\u54c1\u756a\u306e\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u4eca\u306e\u7248\u3092\u96c6\u3081\u308b\uff0810\u6587\u66f8\u7a0b\u5ea6\uff09\n2. \u8077\u9577\u306b\u3001\u6bb5\u53d6\u308a\u66ff\u3048\u3067\u3088\u304f\u63a2\u3059\u5185\u5bb9\u309220\u500b\u66f8\u304d\u51fa\u3057\u3066\u3082\u3089\u3046\uff08\u300c\u5de5\u7a0b30\u306e\u30c8\u30eb\u30af\u300d\u306a\u3069\uff09\n3. \u6709\u52b9\u671f\u9593\u4e2d\u306e\u66ab\u5b9a\u306e\u6307\u793a\u304c\u3042\u308c\u3070\u3001\u305d\u308c\u3082\u96c6\u3081\u308b\n4. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u6587\u66f8\u3068\u66ab\u5b9a\u306e\u6307\u793a\u3092\u8cbc\u308a\u300120\u500b\u306e\u8cea\u554f\u3092\u305d\u308c\u305e\u308c\u5165\u308c\u3066\u3001\u300c\u6587\u66f8\u306b\u66f8\u304b\u308c\u305f\u5024\u3092\u305d\u306e\u307e\u307e\u3001\u6587\u66f8\u756a\u53f7\u3068\u7248\u4ed8\u304d\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u66ab\u5b9a\u306e\u6307\u793a\u304c\u3042\u308c\u3070\u5148\u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u6587\u66f8\u306b\u7121\u3051\u308c\u3070\u7121\u3044\u3068\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u7b54\u3048\u3092\u3001\u8077\u9577\u304c\u539f\u672c\u3068\u898b\u6bd4\u3079\u308b\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u539f\u672c\u3068\u540c\u3058\u5024\u3068\u7248\u304c\u8fd4\u308b | **\u7d22\u5f15\u3068\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u306e\u69cb\u7bc9\u306b\u9032\u3080** |\n| \u5024\u3092\u4e38\u3081\u305f\u308a\u3001\u6587\u66f8\u306b\u7121\u3044\u5024\u3092\u88dc\u3063\u305f\u308a\u3059\u308b | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u6587\u66f8\u306b\u54c1\u756a\u3084\u5de5\u7a0b\u304c\u66f8\u304b\u308c\u3066\u304a\u3089\u305a\u3001\u3069\u306e\u624b\u9806\u304b\u6c7a\u307e\u3089\u306a\u3044 | **\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u8868\u7d19\u306e\u66f8\u304d\u65b9\u304c\u5148\u3002** \u691c\u7d22\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u8868\u7d19\u306b\u300c\u5bfe\u8c61\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u300d\u306e\u6b04\u3092\u8db3\u3057\u307e\u3059\u3002** \u6539\u8a02\u306e\u305f\u3073\u306b\u8db3\u3057\u3066\u3044\u3051\u3070\u3001\u3088\u304f\u4f7f\u3046\u6587\u66f8\u304b\u3089\u9806\u306b\u305d\u308d\u3044\u307e\u3059\u3002\u8868\u7d19\u306e\u6b04\u304c\u7121\u3044\u307e\u307e\u53d6\u308a\u8fbc\u307f\u3092\u4f5c\u308b\u3068\u3001**\u54c1\u756a\u306e\u5c55\u958b\u3092\u4eba\u304c\u6bce\u56de\u88dc\u3046**\u3053\u3068\u306b\u306a\u308a\u3001\u7d9a\u304d\u307e\u305b\u3093\u3002","minimal_setup_short":"1\u30e9\u30a4\u30f3\u5206\u306e\u6587\u66f8\u3092AI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u8cea\u554f\u306b\u7b54\u3048\u3055\u305b\u308b \uff0f 1\u30e9\u30a4\u30f3\u3067\u306e\u8a66\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u54c1\u756a\u30fb\u5de5\u7a0b\u306e\u5b8c\u5168\u4e00\u81f4\u3068\u3001\u4eca\u65e5\u6709\u52b9\u306a\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u3067\u3001\u8a72\u5f53\u3059\u308b\u6587\u66f8\u306e\u4e00\u89a7\u3092\u7aef\u672b\u306b\u51fa\u3059 \uff0f \u6587\u66f8\u3068\u7248\u306e\u7279\u5b9a","full_setup":"\u4e0a\u8a18\uff0b\u624b\u9806\u306e\u5358\u4f4d\u306e\u691c\u7d22\u3068\u629c\u304d\u51fa\u3057\u3001\u5909\u66f4\u8a18\u9332\u306e\u66ab\u5b9a\u306e\u6307\u793a\u3068\u6700\u8fd1\u306e\u5909\u66f4\u3001\u5f15\u7528\u4ed8\u304d\u306e\u7b54\u3048 \uff0f \u6bb5\u53d6\u308a\u66ff\u3048\u306e\u78ba\u8a8d\u306e\u5168\u4f53","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u3001\u2460\u306e\u63a2\u3059\u6642\u9593\u3068\u7248\u306e\u53d6\u308a\u9055\u3048\u306f\u5927\u304d\u304f\u6e1b\u308a\u307e\u3059\u3002** \u305f\u3060\u3057\u6587\u66f8\u306e\u4e2d\u306e\u8a72\u5f53\u3059\u308b\u624b\u9806\u3092\u63a2\u3059\u3053\u3068\u3068\u3001\u5909\u66f4\u8a18\u9332\u306e\u78ba\u8a8d\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30671\u4ef62\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\u306e\u6bb5\u968e\u30671\u304b\u6708\u4f7f\u3046\u3068\u3001**\u54c1\u756a\u306e\u66f8\u304d\u65b9\u306e\u63fa\u308c\u3068\u3001\u6d3e\u751f\u54c1\u756a\u306e\u5c55\u958b\u306e\u6f0f\u308c**\u304c\u5148\u306b\u898b\u3064\u304b\u308a\u307e\u3059\u3002\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u624b\u9806\u306e\u691c\u7d22\u3092\u8db3\u3059\u307b\u3046\u304c\u3001\u300c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u306e\u591a\u3055\u3067\u73fe\u5834\u306e\u4fe1\u983c\u3092\u5931\u308f\u305a\u306b\u6e08\u307f\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u53e4\u3044\u7248\u306e\u624b\u9806\u304c\u51fa\u308b | **\u65bd\u884c\u65e5\u3068\u5ec3\u6b62\u65e5\u3092 range \u3067\u7d5e\u308b\u3002** \u627f\u8a8d\u65e5\u3067\u5207\u308a\u66ff\u3048\u306a\u3044 |\n| \u627f\u8a8d\u5f85\u3061\u306e\u6848\u304c\u51fa\u308b | \u627f\u8a8d\u6e08\u307f\u306e\u5834\u6240\u304b\u3089\u3060\u3051\u53d6\u308a\u8fbc\u3080 |\n| \u54c1\u756a\u306e\u66f8\u304d\u65b9\u3067\u5f53\u305f\u3089\u306a\u3044 | **normalizer \u3067\u305d\u308d\u3048\u3066 term \u3067\u7167\u5408\u3059\u308b** |\n| \u4f3c\u305f\u54c1\u756a\u306e\u624b\u9806\u304c\u51fa\u308b | \u54c1\u756a\u3092\u8a00\u8449\u306e\u691c\u7d22\u306b\u6df7\u305c\u306a\u3044 |\n| \u5168\u89d2\u306e\u30cf\u30a4\u30d5\u30f3\u304c\u6b8b\u308b | `pattern_replace` \u306e\u5bfe\u8c61\u306b\u5168\u89d2\u3092\u5165\u308c\u308b |\n| \u66ab\u5b9a\u306e\u6307\u793a\u304c\u4e0b\u306b\u6c88\u3080 | \u70b9\u6570\u3067\u306f\u306a\u304f\u7a2e\u985e\u3067\u4e26\u3079\u308b |\n| \u671f\u9593\u5207\u308c\u306e\u66ab\u5b9a\u306e\u6307\u793a\u304c\u51fa\u7d9a\u3051\u308b | \u6709\u52b9\u671f\u9593\u3067\u7d5e\u308a\u3001\u671f\u9593\u306e\u7121\u3044\u3082\u306e\u306f\u53d6\u308a\u8fbc\u307f\u3067\u6b62\u3081\u308b |\n| \u5024\u304c\u4e38\u3081\u3089\u308c\u308b | \u5024\u306f\u6587\u5b57\u306e\u307e\u307e\u5f15\u304f\u3068\u6307\u793a\u3059\u308b |\n| \u5358\u4f4d\u3084\u6841\u304c\u843d\u3061\u308b | \u53d6\u308a\u8fbc\u307f\u3067\u5143\u306e\u8868\u3068\u7a81\u304d\u5408\u308f\u305b\u308b |\n| \u629c\u304d\u51fa\u3057\u304c\u9045\u3044 | `index_options` \u3092 `offsets` \u306b\u3059\u308b |\n\n**\u4e0a\u306e4\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001**\u756a\u53f7\u3068\u65e5\u4ed8\u3092\u8a00\u8449\u306e\u691c\u7d22\u306b\u4efb\u305b\u305f**\u3053\u3068\u304b\u3089\u8d77\u304d\u307e\u3059\u3002\u756a\u53f7\u3068\u65e5\u4ed8\u306f\u5b8c\u5168\u4e00\u81f4\u3068\u7bc4\u56f2\u3067\u7d5e\u308a\u3001\u8a00\u8449\u306e\u691c\u7d22\u306f\u305d\u306e\u4e2d\u3060\u3051\u3067\u884c\u3048\u3070\u3001\u7b54\u3048\u306f\u5d29\u308c\u307e\u305b\u3093\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u624b\u9806\u3068\u6761\u4ef6\u3001\u8a2d\u5099\u306e\u60c5\u5831\u3001\u5909\u66f4\u306e\u8a18\u9332\u3067\u3059\u3002**\u52a0\u5de5\u306e\u6761\u4ef6\u3084\u6cbb\u5177\u306e\u60c5\u5831\u306f\u3001\u53d6\u5f15\u5148\u3068\u306e\u7d04\u675f\u3067\u79d8\u5bc6\u3068\u3057\u3066\u6271\u3046\u3082\u306e\u304c\u542b\u307e\u308c\u307e\u3059\u3002**\n\n1. **\u898b\u3089\u308c\u308b\u7bc4\u56f2\u3092\u5f79\u5272\u3067\u5206\u3051\u308b** \u2026 \u7d30\u304b\u306a\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306e\u6587\u66f8\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3067\u3001**\u30e9\u30a4\u30f3\u306e\u7aef\u672b\u306e\u5f79\u5272\u306b\u306f\u3001\u305d\u306e\u30e9\u30a4\u30f3\u304c\u6271\u3046\u54c1\u756a\u306e\u6587\u66f8\u3060\u3051**\u3092\u8fd4\u3057\u307e\u3059\u3002\u516c\u5f0f\u306e\u8aac\u660e\u3067\u306f\u3001\u5f79\u5272\u3054\u3068\u306b\u30af\u30a8\u30ea\u3067\u898b\u305b\u308b\u6587\u66f8\u3092\u7d5e\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\n2. **\u6539\u8a02\u4e2d\u306e\u6848\u3092\u73fe\u5834\u306b\u898b\u305b\u306a\u3044** \u2026 \u627f\u8a8d\u5f85\u3061\u306e\u6848\u306f\u53d6\u308a\u8fbc\u307e\u305a\u3001\u751f\u7523\u6280\u8853\u306e\u5f79\u5272\u3060\u3051\u304c\u5225\u306e\u5834\u6240\u3067\u6271\u3044\u307e\u3059\n3. **\u7d30\u304b\u306a\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306f\u6700\u521d\u306b\u6709\u52b9\u306b\u3059\u308b** \u2026 \u6709\u52b9\u306b\u3059\u308b\u306b\u306f HTTPS\u3001\u4fdd\u5b58\u6642\u306e\u6697\u53f7\u5316\u3001\u30ce\u30fc\u30c9\u9593\u306e\u6697\u53f7\u5316\u304c\u5fc5\u8981\u3067\u3001**\u6709\u52b9\u306b\u3057\u305f\u3042\u3068\u7121\u52b9\u306b\u306f\u3067\u304d\u307e\u305b\u3093**\n4. **\u7b54\u3048\u3092\u539f\u672c\u306e\u4ee3\u308f\u308a\u306b\u3057\u306a\u3044** \u2026 \u7aef\u672b\u306e\u7b54\u3048\u306f\u539f\u672c\u306e\u5199\u3057\u3067\u3059\u3002**\u5199\u771f\u3084\u56f3\u306e\u624b\u9806\u3001\u54c1\u8cea\u306e\u78ba\u8a8d\u70b9\u306f\u539f\u672c\u3067\u78ba\u304b\u3081\u308b**\u3053\u3068\u3092\u3001\u30e9\u30a4\u30f3\u306e\u6c7a\u307e\u308a\u306b\u3057\u307e\u3059\n5. **\u624b\u9806\u306b\u7121\u3044\u4e8b\u614b\u3092AI\u306b\u5224\u65ad\u3055\u305b\u306a\u3044** \u2026 \u898b\u3064\u304b\u3089\u306a\u3044\u3068\u304d\u306b\u63a8\u6e2c\u3067\u7b54\u3048\u306a\u3044\u8a2d\u8a08\u306b\u3057\u3001**\u8077\u9577\u3068\u751f\u7523\u6280\u8853\u304c\u5224\u65ad\u3059\u308b**\u7d4c\u8def\u3092\u6b8b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u53e4\u3044\u7248\u3084\u5225\u306e\u54c1\u756a\u306e\u624b\u9806\u3067\u4f5c\u696d\u3059\u308b\u3053\u3068\u3068\u3001\u66ab\u5b9a\u306e\u6307\u793a\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u4e0d\u5177\u5408\u3068\u624b\u76f4\u3057\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002**\u7248\u3068\u756a\u53f7\u306f\u691c\u7d22\u306e\u6bb5\u3067\u7d5e\u308a\u3001\u66ab\u5b9a\u306e\u6307\u793a\u306f\u7a2e\u985e\u3067\u5148\u982d\u306b\u51fa\u3059**\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u54c1\u756a\u306e\u6570\u304c\u591a\u304f\u3001\u6bb5\u53d6\u308a\u66ff\u3048\u306e\u305f\u3073\u306b\u4f5c\u696d\u6a19\u6e96\u66f8\u3084\u4f5c\u696d\u6307\u793a\u66f8\u3092\u78ba\u304b\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u90e8\u54c1\u30fb\u7d44\u7acb\u306e\u5de5\u5834\u3067\u3001\u6587\u66f8\u304c\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u7248\u3054\u3068\u306e\u30d5\u30a1\u30a4\u30eb\u3067\u7f6e\u304b\u308c\u3001\u73fe\u5834\u304b\u3089\u8a72\u5f53\u3059\u308b\u7248\u3092\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u5834\u5408\u30024M\u5909\u66f4\uff08\u4eba\u30fb\u6a5f\u68b0\u30fb\u6750\u6599\u30fb\u65b9\u6cd5\uff09\u306e\u8a18\u9332\u304c\u5225\u306e\u53f0\u5e33\u306b\u3042\u308a\u3001\u6700\u8fd1\u5909\u308f\u3063\u305f\u70b9\u304c\u73fe\u5834\u306b\u4f1d\u308f\u308a\u306b\u304f\u3044\u5834\u5408\u3002\u30e9\u30a4\u30f3\u306b\u5171\u7528\u306e\u7aef\u672b\u3092\u7f6e\u3051\u308b\u5834\u5408\u3002AWS \u3092\u4f7f\u3063\u3066\u304a\u308a\u3001\u691c\u7d22\u57fa\u76e4\u3068\u751f\u6210AI\u3092\u540c\u3058\u74b0\u5883\u3067\u52d5\u304b\u305b\u308b\u5834\u5408\u3002","not_recommended_for":"\u54c1\u756a\u304c\u5c11\u306a\u304f\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u304c\u5de5\u7a0b\u3054\u3068\u306b\u30e9\u30a4\u30f3\u306b\u63b2\u793a\u3055\u308c\u3066\u3044\u3066\u3001\u63a2\u3059\u5fc5\u8981\u304c\u307b\u3068\u3093\u3069\u7121\u3044\u5834\u5408\u3002\u4f5c\u696d\u6a19\u6e96\u66f8\u304c\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u753b\u50cf\u3060\u3051\u3067\u3001\u6587\u5b57\u3068\u3057\u3066\u53d6\u308a\u51fa\u305b\u306a\u3044\u5834\u5408\uff08\u5148\u306b\u6587\u66f8\u306e\u96fb\u5b50\u5316\u304c\u8981\u308b\uff09\u3002\u751f\u7523\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304c\u3059\u3067\u306b\u4f5c\u696d\u6307\u793a\u3068\u6a19\u6e96\u66f8\u306e\u8a72\u5f53\u7b87\u6240\u3092\u7aef\u672b\u306b\u8868\u793a\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u3069\u306e\u624b\u9806\u3067\u4f5c\u696d\u3059\u308b\u304b\u306e\u6700\u7d42\u5224\u65ad\u3068\u3001\u624b\u9806\u306b\u7121\u3044\u4e8b\u614b\u3078\u306e\u5bfe\u5fdc\u306f\u8077\u9577\u3068\u751f\u7523\u6280\u8853\u306e\u62c5\u5f53\u304c\u6c7a\u3081\u3001\u3053\u306e\u69cb\u6210\u306f\u305d\u308c\u3092\u4ee3\u308f\u308a\u306b\u884c\u3044\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u8868\u7d19\u3068\u5909\u66f4\u8a18\u9332\u306e\u66f8\u304d\u65b9\u3092\u78ba\u304b\u3081\u308b**\n\n\u6bb5\u53d6\u308a\u66ff\u3048\u306e\u591a\u3044\u30e9\u30a4\u30f31\u672c\u306b\u3064\u3044\u3066\u3001\u4f5c\u696d\u6a19\u6e96\u66f8\u306e\u8868\u7d19\u306b\u5bfe\u8c61\u306e\u54c1\u756a\u30fb\u5de5\u7a0b\u30fb\u8a2d\u5099\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3001\u5909\u66f4\u8a18\u9332\u306e\u66ab\u5b9a\u306e\u6307\u793a\u306b\u6709\u52b9\u671f\u9593\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u500b\u306e\u8cea\u554f\u3067\u8a66\u3059**\n\n\u8077\u9577\u304c\u66f8\u304d\u51fa\u3057\u305f20\u500b\u306e\u8cea\u554f\u3067\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u7b54\u3048\u3055\u305b\u307e\u3059\u3002**\u5024\u3092\u4e38\u3081\u3066\u3044\u306a\u3044\u304b\u3001\u6587\u66f8\u306b\u7121\u3044\u5024\u3092\u88dc\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u7d22\u5f15\u3068\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u4f5c\u308b**\n\n\u305d\u306e\u30e9\u30a4\u30f3\u306e\u6587\u66f8\u3092\u624b\u9806\u306e\u5358\u4f4d\u3067\u53d6\u308a\u8fbc\u307f\u3001normalizer \u3068 range \u3067\u7d5e\u308b\u691c\u7d22\u3092\u4f5c\u308a\u307e\u3059\u3002**\u54c1\u756a\u306e\u66f8\u304d\u65b9\u3092\u5909\u3048\u3066\u5165\u308c\u3066\u3082\u3001\u540c\u3058\u624b\u9806\u306b\u5f53\u305f\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u30e9\u30a4\u30f3\u306e\u7aef\u672b\u3067\u6587\u66f8\u306e\u4e00\u89a7\u3092\u51fa\u3059**\n\n\u756a\u53f7\u3068\u7248\u306e\u7d5e\u308a\u8fbc\u307f\u3060\u3051\u3067\u3001\u8a72\u5f53\u3059\u308b\u6587\u66f8\u306e\u4e00\u89a7\u3092\u7aef\u672b\u306b\u51fa\u3059\u904b\u7528\u3092\u59cb\u3081\u307e\u3059\u3002**\u300c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u300d\u306b\u306a\u3063\u305f\u691c\u7d22\u3092\u6bce\u65e5\u6570\u3048\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u624b\u9806\u306e\u5358\u4f4d\u306e\u691c\u7d22\u3068\u629c\u304d\u51fa\u3057\u3001\u5909\u66f4\u8a18\u9332\u306e\u66ab\u5b9a\u306e\u6307\u793a\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u5f15\u7528\u4ed8\u304d\u306e\u7b54\u3048\u3092\u8db3\u3057\u3001\u4ed6\u306e\u30e9\u30a4\u30f3\u306b\u5e83\u3052\u307e\u3059\u3002**\u6bb5\u53d6\u308a\u66ff\u3048\u306e\u3068\u304d\u306b\u4e8b\u52d9\u6240\u306e\u7aef\u672b\u307e\u3067\u6b69\u304f\u4eba\u304c\u3044\u306a\u304f\u306a\u308a\u3001\u751f\u7523\u6280\u8853\u3078\u306e\u5185\u7dda\u304c\u300c\u6587\u66f8\u306b\u7121\u3044\u3053\u3068\u300d\u306e\u76f8\u8ac7\u3060\u3051\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0603","UC-0561","UC-0147","UC-0053"],"related_articles":[{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"},{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Amazon OpenSearch Service \u306e\u5bfe\u5fdc\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u4e00\u89a7\u3067\u3001Sudachi Analysis \u304c\u65e5\u672c\u8a9e\u5411\u3051\u306b\u63a8\u5968\u3055\u308c\u3066\u3044\u308b\u3053\u3068 | [Amazon OpenSearch Service: Plugins by engine version](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/supported-plugins.html) | 2026-10-07 |\n| normalizer \u304c1\u3064\u306e\u30c8\u30fc\u30af\u30f3\u3060\u3051\u3092\u51fa\u3057\u3001\u6587\u5b57\u5358\u4f4d\u306e\u51e6\u7406\u3092\u884c\u3046\u6587\u5b57\u30d5\u30a3\u30eb\u30bf\u3068\u30c8\u30fc\u30af\u30f3\u30d5\u30a3\u30eb\u30bf\u3060\u3051\u3092\u6301\u3066\u308b\u3053\u3068\u3002`pattern_replace`\u30fb`mapping` \u306e\u6587\u5b57\u30d5\u30a3\u30eb\u30bf\u3001`cjk_width`\u30fb`uppercase`\u30fb`lowercase` \u306a\u3069\u306e\u30c8\u30fc\u30af\u30f3\u30d5\u30a3\u30eb\u30bf\u304c\u4f7f\u3048\u308b\u3053\u3068\u3002keyword \u306e\u7167\u5408\u306e\u524d\u306b\u5165\u529b\u3092\u305d\u308d\u3048\u3089\u308c\u308b\u3053\u3068 | [OpenSearch Documentation: Normalizers](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_analyzers\/normalizers.md) | 2026-10-07 |\n| range \u3067\u65e5\u4ed8\u306e\u9805\u76ee\u306b `gte`\u30fb`lte` \u306a\u3069\u306e\u7bc4\u56f2\u3092\u6307\u5b9a\u3067\u304d\u3001`now` \u304c\u73fe\u5728\u306e\u65e5\u6642\u3092\u8868\u3057\u3001\u65e5\u4ed8\u306e\u8a08\u7b97\u3068\u4e38\u3081\u304c\u3067\u304d\u308b\u3053\u3068 | [OpenSearch Documentation: Range query](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_query-dsl\/term\/range.md) | 2026-10-07 |\n| \u65e2\u5b9a\u306e `unified` \u306e\u629c\u304d\u51fa\u3057\u304c\u6587\u3092\u5358\u4f4d\u306b BM25 \u3067\u70b9\u6570\u3092\u4ed8\u3051\u308b\u3053\u3068\u3002`fragment_size` \u306e\u65e2\u5b9a\u304c100\u3001`number_of_fragments` \u306e\u65e2\u5b9a\u304c5\u3067\u3042\u308b\u3053\u3068\u3002`index_options` \u3092 `offsets` \u306b\u3059\u308b\u3068\u629c\u304d\u51fa\u3057\u304c\u901f\u304f\u306a\u308b\u3053\u3068 | [OpenSearch Documentation: Highlight query matches](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_search-plugins\/searching-data\/highlight.md) | 2026-10-07 |\n| \u7d30\u304b\u306a\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3067\u3001\u6587\u66f8\u30ec\u30d9\u30eb\u30fb\u9805\u76ee\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5f79\u5272\u3054\u3068\u306b\u8a2d\u5b9a\u3067\u304d\u308b\u3053\u3068\u3002\u6709\u52b9\u5316\u306b HTTPS\u30fb\u4fdd\u5b58\u6642\u306e\u6697\u53f7\u5316\u30fb\u30ce\u30fc\u30c9\u9593\u306e\u6697\u53f7\u5316\u304c\u5fc5\u8981\u3067\u3001\u6709\u52b9\u306b\u3057\u305f\u3042\u3068\u7121\u52b9\u306b\u3067\u304d\u306a\u3044\u3053\u3068 | [Amazon OpenSearch Service: Fine-grained access control](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/fgac.html) | 2026-10-07 |\n| \u691c\u7d22\u7d50\u679c\u30d6\u30ed\u30c3\u30af\uff08`source`\u30fb`title`\u30fb`content`\uff09\u3067\u81ea\u793e\u306e\u6587\u66f8\u3092\u6e21\u3059\u3068\u5f15\u7528\u4ed8\u304d\u3067\u7b54\u3048\u3001\u5f15\u7528\u304c\u30c6\u30ad\u30b9\u30c8\u30d6\u30ed\u30c3\u30af\u3092\u5358\u4f4d\u306b\u4ed8\u304f\u3053\u3068\u3002Amazon Bedrock \u3067\u3082\u4f7f\u3048\u308b\u3053\u3068 | [Claude Docs: Search results](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/search-results) | 2026-10-07 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