{"id":15089,"date":"2026-10-12T14:25:11","date_gmt":"2026-10-12T05:25:11","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/approved-vendor-list-qa\/"},"modified":"2026-10-12T14:25:11","modified_gmt":"2026-10-12T05:25:11","slug":"approved-vendor-list-qa","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/approved-vendor-list-qa\/","title":{"rendered":"\u8a2d\u8a08\u3068\u8cfc\u8cb7\u304b\u3089\u51fa\u308b\u300c\u3053\u306e\u90e8\u54c1\u306e\u4ee3\u308f\u308a\u306b\u4f7f\u3048\u308b\u627f\u8a8d\u6e08\u307f\u306e\u54c1\u756a\u306f\u300d\u300c\u3053\u306e\u4ed5\u5165\u5148\u306f\u627f\u8a8d\u6e08\u307f\u304b\u300d\u306e\u8cea\u554f\u306b\u3001\u627f\u8a8d\u6e08\u307f\u90e8\u54c1\u30fb\u4ed5\u5165\u5148\u306e\u4e00\u89a7\uff08AVL\uff09\u3068\u5909\u66f4\u306e\u8a18\u9332\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u3001\u672a\u627f\u8a8d\u306e\u3082\u306e\u3092\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u8a2d\u8a08\u3068\u8cfc\u8cb7\u304b\u3089\u51fa\u308b\u300c\u3053\u306e\u90e8\u54c1\u306e\u4ee3\u308f\u308a\u306b\u4f7f\u3048\u308b\u627f\u8a8d\u6e08\u307f\u306e\u54c1\u756a\u306f\u300d\u300c\u3053\u306e\u4ed5\u5165\u5148\u306f\u627f\u8a8d\u6e08\u307f\u304b\u300d\u306e\u8cea\u554f\u306b\u3001\u627f\u8a8d\u6e08\u307f\u90e8\u54c1\u30fb\u4ed5\u5165\u5148\u306e\u4e00\u89a7\u3068\u627f\u8a8d\u66f8\u30fb\u5909\u66f4\u901a\u77e5\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u307e\u3059\u3002\u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\u306f\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1226","platform_main":"Google Vertex AI","publish_date":"","last_updated":"2026-10-12","tech_verified_date":"2026-10-09","trigger":"**\u8d77\u70b9\u306f\u3001\u8a2d\u8a08\u8005\u304b\u8cfc\u8cb7\u62c5\u5f53\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u306f\u793e\u5185\u306e ID \u3067\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u4eba\u3060\u3051\u304c\u4f7f\u3044\u307e\u3059\u3002**\u9001\u4fe1\u306e\u524d\u306b\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3092\u300c\u4ee3\u66ff\u54c1\u300d\u300c\u4ed5\u5165\u5148\u300d\u306e2\u3064\u304b\u3089\u9078\u3070\u305b\u3001\u54c1\u756a\u304b\u4ed5\u5165\u5148\u306e\u6b04\u3068\u3001\u4f7f\u3046\u88fd\u54c1\u306e\u6b04\u3092\u5fc5\u9808\u306b\u3057\u307e\u3059\u3002**\n\n**\u4f7f\u3046\u88fd\u54c1\u306e\u6b04\u3092\u5fc5\u9808\u306b\u3059\u308b\u306e\u306f\u3001\u6761\u4ef6\u4ed8\u304d\u306e\u627f\u8a8d\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u300c\u88fd\u54c1A\u306e\u96fb\u6e90\u57fa\u677f\u306b\u9650\u308b\u300d\u3068\u3044\u3046\u6761\u4ef6\u306f\u3001\u4f7f\u3046\u88fd\u54c1\u304c\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u5f53\u3066\u306f\u307e\u308b\u304b\u3092\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u6b04\u304c\u7a7a\u306a\u3089\u3001\u6761\u4ef6\u306e\u5f15\u7528\u3060\u3051\u3092\u8fd4\u3057\u3001\u300c\u5f53\u3066\u306f\u307e\u308b\u304b\u306f\u4f7f\u3046\u88fd\u54c1\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6dfb\u3048\u307e\u3059\u3002**\n\n**\u7d22\u5f15\u306e\u66f4\u65b0\u306f\u5225\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u4ee3\u66ff\u54c1\u306e\u627f\u8a8d\u66f8\u304c\u627f\u8a8d\u3055\u308c\u305f\u3068\u304d\u3001\u5909\u66f4\u901a\u77e5\u304c\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u767b\u9332\u3055\u308c\u305f\u3068\u304d\u306b\u3001\u305d\u306e\u6587\u66f8\u3060\u3051\u3092\u5165\u308c\u76f4\u3057\u307e\u3059\u3002\u4e00\u89a7\u306e\u5199\u3057\u306f\u6bce\u6669\u306e\u66f4\u65b0\u306b\u52a0\u3048\u3001**\u54c1\u8cea\u4fdd\u8a3c\u90e8\u304c\u72b6\u614b\u3092\u300c\u505c\u6b62\u300d\u300c\u53d6\u6d88\u300d\u306b\u5909\u3048\u305f\u3068\u304d\u306f\u3001\u305d\u306e\u884c\u3060\u3051\u3092\u3059\u3050\u306b\u5199\u3057\u307e\u3059\u3002** \u505c\u6b62\u3057\u305f\u90e8\u54c1\u304c\u7fcc\u671d\u307e\u3067\u300c\u627f\u8a8d\u300d\u3068\u3057\u3066\u8fd4\u308b\u306e\u3092\u9632\u3050\u305f\u3081\u3067\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u8cea\u554f\u306e\u7a2e\u985e\u3001\u54c1\u756a\u304b\u4ed5\u5165\u5148\u3001\u4f7f\u3046\u88fd\u54c1\u3001\u672c\u6587 | \u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8 |\n| \u4e00\u89a7\u306e\u884c | \u54c1\u756a\u3001\u30e1\u30fc\u30ab\u30fc\u3001\u578b\u756a\u3001\u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u3001\u72b6\u614b\u3001\u627f\u8a8d\u65e5\u3001\u6761\u4ef6\u306e\u6709\u7121\u3001\u627f\u8a8d\u66f8\u306e\u756a\u53f7 | \u4e00\u89a7\u306e\u5199\u3057\uff08BigQuery\uff09 |\n| \u54c1\u76ee\u30de\u30b9\u30bf | \u793e\u5185\u54c1\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u306e\u5bfe\u5fdc\u3001\u54c1\u76ee\u306e\u5206\u985e | \u751f\u7523\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u4ee3\u66ff\u54c1\u306e\u627f\u8a8d\u66f8 | \u5143\u306e\u54c1\u756a\u3001\u4ee3\u66ff\u306e\u54c1\u756a\u3001\u9069\u7528\u7bc4\u56f2\uff08\u88fd\u54c1\u30fb\u9867\u5ba2\u30fb\u671f\u9650\uff09\u3001\u8a55\u4fa1\u306e\u7d50\u679c\u3001\u627f\u8a8d\u8005 | \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08PDF\u30fbDOCX\uff09 |\n| \u5909\u66f4\u901a\u77e5\uff08PCN\uff09 | \u5bfe\u8c61\u306e\u30e1\u30fc\u30ab\u30fc\u578b\u756a\u3001\u5909\u66f4\u306e\u5185\u5bb9\u3001\u5b9f\u65bd\u306e\u6642\u671f\u3001\u81ea\u793e\u306e\u8a55\u4fa1\u306e\u72b6\u614b | \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08PDF\uff09 |\n| \u4ed5\u5165\u5148\u306e\u76e3\u67fb\u5831\u544a | \u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u3001\u76e3\u67fb\u306e\u65e5\u3001\u7d50\u679c\u3001\u662f\u6b63\u306e\u671f\u9650 | \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08PDF\uff09 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u300c\u793e\u5185\u54c1\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u306e\u5bfe\u5fdc\u300d\u3067\u3059\u3002** \u627f\u8a8d\u66f8\u306f\u793e\u5185\u54c1\u756a\u3067\u3001\u5909\u66f4\u901a\u77e5\u306f\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u5bfe\u5fdc\u304c\u7121\u3044\u3068\u3001\u540c\u3058\u90e8\u54c1\u306e\u6587\u66f8\u3092\u4e00\u5ea6\u306b\u5f15\u3051\u307e\u305b\u3093\u3002** \u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u306f\u4e21\u65b9\u306e\u756a\u53f7\u3092\u5165\u308c\u307e\u3059\u3002\n\n**\u5909\u66f4\u901a\u77e5\u306b\u306f\u300c\u81ea\u793e\u306e\u8a55\u4fa1\u306e\u72b6\u614b\u300d\u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002** \u30e1\u30fc\u30ab\u30fc\u306e\u901a\u77e5\u306f\u5c4a\u3044\u305f\u6642\u70b9\u3067\u306f\u81ea\u793e\u306e\u8a55\u4fa1\u304c\u7d42\u308f\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308b\u90e8\u54c1\u306f\u3001\u4e00\u89a7\u306e\u72b6\u614b\u304c\u627f\u8a8d\u3067\u3082\u3001\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3057\u307e\u3059\u3002**","data_source":"**\u627f\u8a8d\u66f8\u3068\u5909\u66f4\u901a\u77e5\u306f\u3001\u6587\u66f8\u3054\u3068\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u3066 Cloud Storage \u306b\u7f6e\u304d\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u306e\u5f62\u30671\u884c1\u6587\u66f8\u3068\u3057\u3001`id`\u3001`structData`\uff08\u307e\u305f\u306f `jsonData`\uff09\u3001`content`\uff08`mimeType` \u3068 Cloud Storage \u306e `uri`\uff09\u3092\u66f8\u304d\u307e\u3059\u3002\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f1\u30d5\u30a1\u30a4\u30eb200MB\u307e\u3067\u3067\u30011\u56de\u306b10\u4e07\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u53d6\u308a\u8fbc\u3081\u307e\u3059\u3002\n\n| \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee | \u4f8b | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| `doc_type` | substitution\uff0fpcn\uff0fevaluation\uff0faudit | \u8cea\u554f\u306e\u7a2e\u985e\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n| `part_no` | C-10-4471\u3001C-10-4472\uff08\u914d\u5217\uff09 | \u793e\u5185\u54c1\u756a\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n| `mfr_part_no` | GRM31CR71H475KA12\uff08\u914d\u5217\u3002\u672b\u5c3e\u306e\u8a18\u53f7\u3092\u9664\u3044\u305f\u5f62\uff09 | \u578b\u756a\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n| `supplier_code` | S-0182 | \u4ed5\u5165\u5148\u306e\u7d5e\u308a\u8fbc\u307f |\n| `approval_doc_no` | QA-SUB-2025-0418 | \u4e00\u89a7\u306e\u884c\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b |\n| `pcn_eval_status` | open\uff0fclosed | \u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u306e\u691c\u51fa |\n| `issued_on` | 2025-11-04 | \u65b0\u3057\u3044\u9806\u306e\u4e26\u3079\u66ff\u3048 |\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `ANY()` \u3067\u5b8c\u5168\u4e00\u81f4\u3001\u6570\u5024\u3068\u65e5\u4ed8\u306f\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3067\u6bd4\u3079\u3001`AND`\uff0f`OR` \u3068 `NOT` \u3067\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002\u65e5\u4ed8\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3067\u66f8\u3051\u307e\u3059\u3002**\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u3082\u3001\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u306a\u3044\u9805\u76ee\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u8a66\u3057\u306b\u7d5e\u308a\u8fbc\u307f\u3092\u6295\u3052\u3066\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u7d5e\u308a\u8fbc\u307f |\n|:--|:--|\n| \u4ee3\u66ff\u54c1 | `part_no: ANY(\"C-10-4471\") AND doc_type: ANY(\"substitution\", \"evaluation\")` |\n| \u5909\u66f4\u901a\u77e5\u306e\u78ba\u8a8d | `mfr_part_no: ANY(\"GRM31CR71H475KA12\") AND doc_type: ANY(\"pcn\")` |\n| \u4ed5\u5165\u5148 | `supplier_code: ANY(\"S-0182\") AND doc_type: ANY(\"audit\")` |\n\n**`ANY()` \u306f\u5b8c\u5168\u4e00\u81f4\u306a\u306e\u3067\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u54c1\u756a\u306f\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u305f\u5f62\u3067\u5165\u308c\u307e\u3059\u3002** \u672b\u5c3e\u306e\u5305\u88c5\u306e\u8a18\u53f7\u3092\u9664\u3044\u305f\u5f62\u3068\u3001\u5143\u306e\u5f62\u306e\u4e21\u65b9\u3092\u6301\u305f\u305b\u3001\u7d5e\u308a\u8fbc\u307f\u306b\u306f\u305d\u308d\u3048\u305f\u5f62\u3092\u4f7f\u3044\u307e\u3059\u3002","preprocessing":"1. **\u54c1\u756a\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u5168\u89d2\u3068\u534a\u89d2\u3001\u30cf\u30a4\u30d5\u30f3\u306e\u6709\u7121\u3001\u672b\u5c3e\u306e\u5305\u88c5\u306e\u8a18\u53f7\uff08\u30c6\u30fc\u30d7\u30fb\u30ea\u30fc\u30eb\u306a\u3069\uff09\u3092\u3001\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u898f\u5247\u3067\u540c\u3058\u5f62\u306b\u3057\u307e\u3059\n2. **\u793e\u5185\u54c1\u756a\u3068\u578b\u756a\u3092\u7d50\u3076** \u2026 \u54c1\u76ee\u30de\u30b9\u30bf\u306e\u5bfe\u5fdc\u304b\u3089\u3001\u8cea\u554f\u306e\u54c1\u756a\u3092\u3082\u3046\u4e00\u65b9\u306e\u756a\u53f7\u306b\u3082\u7f6e\u304d\u63db\u3048\u3001\u4e21\u65b9\u3067\u4e00\u89a7\u3092\u5f15\u304d\u307e\u3059\n3. **\u4e00\u89a7\u3092\u5f15\u304f** \u2026 \u54c1\u756a\u3068\u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u306e\u5b8c\u5168\u4e00\u81f4\u3067\u884c\u3092\u53d6\u308a\u307e\u3059\u3002**\u4e00\u81f4\u304c\u7121\u3044\u3068\u304d\u306b\u3001\u8fd1\u3044\u54c1\u756a\u3092\u63a2\u3057\u306b\u884c\u304d\u307e\u305b\u3093**\n4. **\u627f\u8a8d\u66f8\u3092\u898b\u51fa\u3057\u4ed8\u304d\u3067\u5206\u5272\u3059\u308b** \u2026 \u627f\u8a8d\u66f8\u306e\u300c\u9069\u7528\u7bc4\u56f2\u300d\u306e\u6bb5\u843d\u306b\u3001\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3068\u898b\u51fa\u3057\u304c\u4ed8\u304f\u3088\u3046\u306b\u3057\u307e\u3059\n5. **\u5909\u66f4\u901a\u77e5\u306e\u8a55\u4fa1\u306e\u72b6\u614b\u3092\u4ed8\u3051\u308b** \u2026 \u54c1\u8cea\u4fdd\u8a3c\u90e8\u306e\u8a55\u4fa1\u306e\u53f0\u5e33\u304b\u3089 `pcn_eval_status` \u3092\u4ed8\u3051\u76f4\u3057\u307e\u3059\n6. **\u53e4\u3044\u627f\u8a8d\u66f8\u3092\u78ba\u304b\u3081\u308b** \u2026 \u30b9\u30ad\u30e3\u30f3\u3057\u305f\u53e4\u3044\u627f\u8a8d\u66f8\u306f\u3001\u9069\u7528\u7bc4\u56f2\u304c\u8aad\u3081\u3066\u3044\u308b\u304b\u309220\u4ef6\u307b\u3069\u629c\u304d\u51fa\u3057\u3066\u78ba\u304b\u3081\u307e\u3059\n\n**4\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u306f PDF\u30fbDOCX \u306a\u3069\u306e\u8868\u3068\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001**\u5206\u5272\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a\u306f500\uff09\u3067\u3001`includeAncestorHeadings` \u306f\u65e2\u5b9a\u3067\u7121\u52b9\u3001\u5206\u5272\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u5f8c\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u9069\u7528\u7bc4\u56f2\u306e\u6bb5\u843d\u306b\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3068\u3001**\u3069\u306e\u627f\u8a8d\u66f8\u306e\u6761\u4ef6\u304b\u5206\u304b\u3089\u306a\u3044\u5f15\u7528\u304c\u8fd4\u308a\u307e\u3059\u3002**\n\n**3\u756a\u76ee\u3092\u5b88\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u524d\u51e6\u7406\u3067\u3059\u3002** \u4e00\u89a7\u306b\u884c\u304c\u7121\u3044\u3053\u3068\u306f\u3001\u305d\u308c\u81ea\u4f53\u304c\u7b54\u3048\u3067\u3059\u3002**\u8fd1\u3044\u54c1\u756a\u3092\u4e26\u3079\u308b\u3068\u3001\u8aad\u3080\u4eba\u306f\u300c\u627f\u8a8d\u6e08\u307f\u306e\u5019\u88dc\u300d\u3068\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**","ai_processing":"**\u691c\u7d22\u3068\u56de\u7b54\u306e\u4f5c\u6210\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306b\u4efb\u305b\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6e21\u3059\u306e\u306f\u3001\u8cea\u554f\u306e\u6587\u3001\u7d5e\u308a\u8fbc\u307f\u3001\u6307\u793a\u306e\u524d\u7f6e\u304d\uff08`preamble`\uff09\u3067\u3059\u3002**\u627f\u8a8d\u306e\u72b6\u614b\u306f\u524d\u7f6e\u304d\u306e\u4e2d\u3067\u300c\u4e00\u89a7\u3067\u306f\u3053\u3046\u300d\u3068\u6e21\u3057\u3001AI\u306b\u306f\u72b6\u614b\u3092\u5224\u65ad\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u7b54\u3048\u306e\u6587\u3054\u3068\u306b\u5f15\u7528\u3092\u4ed8\u3051\u308b\u3002\u65e2\u5b9a\u306f\u7121\u52b9 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u306f\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u3042\u3044\u3055\u3064\u3084\u96d1\u8ac7\u306b\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044 |\n| `groundingSpec` \u306e `filteringLevel` | `FILTERING_LEVEL_HIGH` | \u6839\u62e0\u306e\u5f31\u3044\u7b54\u3048\u3092\u843d\u3068\u3059 |\n| `includeGroundingSupports` | \u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b |\n| `maxReturnResults` | 10 | \u65e2\u5b9a\u306f10\u3001\u4e0a\u9650\u306f25 |\n\n**\u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u3001answer \u306f\u7b54\u3048\u306e\u4ee3\u308f\u308a\u306b\u7406\u7531\u3092\u8fd4\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u95a2\u9023\u304c\u8584\u3044\u3068 `NO_RELEVANT_CONTENT`\u3001\u6839\u62e0\u306e\u57fa\u6e96\u306b\u5c4a\u304b\u306a\u3044\u3068 `LOW_GROUNDED_CONTENT` \u304c `answerSkippedReasons` \u306b\u5165\u308a\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u300c\u627f\u8a8d\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3068\u3057\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3057\u307e\u3059\u3002**\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\u306f\u30013\u3064\u306b\u9650\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u6761\u4ef6\u306e\u5f15\u7528 | \u627f\u8a8d\u66f8\u306e\u9069\u7528\u7bc4\u56f2\uff08\u88fd\u54c1\u30fb\u9867\u5ba2\u30fb\u671f\u9650\uff09\u3092\u539f\u6587\u306e\u307e\u307e |\n| \u7d4c\u7def\u306e\u5f15\u7528 | \u8a55\u4fa1\u306e\u7d50\u679c\u3068\u627f\u8a8d\u3057\u305f\u65e5\u3001\u627f\u8a8d\u66f8\u306e\u756a\u53f7 |\n| \u5909\u66f4\u901a\u77e5\u306e\u8981\u65e8 | \u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308c\u3070\u3001\u5909\u66f4\u306e\u5185\u5bb9\u3068\u5b9f\u65bd\u306e\u6642\u671f\u3092\u539f\u6587\u306e\u307e\u307e |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u627f\u8a8d\u6e08\u307f\u304b\u306e\u5224\u65ad | \u72b6\u614b\u306f\u4e00\u89a7\u306e\u884c\u304c\u6c7a\u3081\u308b |\n| \u4ee3\u66ff\u54c1\u3068\u3057\u3066\u4f7f\u3048\u308b\u304b\u306e\u5224\u65ad | \u7279\u6027\u30fb\u5f62\u72b6\u30fb\u4fe1\u983c\u6027\u306e\u540c\u7b49\u6027\u306f\u54c1\u8cea\u4fdd\u8a3c\u3068\u8a2d\u8a08\u304c\u8a55\u4fa1\u3059\u308b |\n| \u4f3c\u305f\u54c1\u756a\u306e\u63d0\u6848 | \u672b\u5c3e\u306e\u8a18\u53f7\u304c\u9055\u3048\u3070\u5225\u306e\u90e8\u54c1\u3002\u627f\u8a8d\u306e\u5916\u306e\u3082\u306e\u3092\u5019\u88dc\u306b\u898b\u305b\u306a\u3044 |\n| \u6761\u4ef6\u3092\u4f7f\u3046\u88fd\u54c1\u306b\u5f53\u3066\u306f\u3081\u308b\u7d50\u8ad6 | \u9069\u7528\u7bc4\u56f2\u306e\u66f8\u304d\u65b9\u306f\u3070\u3089\u3070\u3089\u3002\u5f53\u3066\u306f\u307e\u308b\u304b\u306f\u4eba\u304c\u8aad\u3080 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300cC-10-4471 \u306e\u4ee3\u66ff\u306f\u300d\u3068\u805e\u304f\u3068\u3001\u751f\u6210AI\u306f\u540c\u3058\u5bb9\u91cf\u306e\u5225\u30e1\u30fc\u30ab\u30fc\u306e\u90e8\u54c1\u3092\u300c\u5019\u88dc\u300d\u3068\u3057\u3066\u6319\u3052\u304c\u3061\u3067\u3059\u3002**\u627f\u8a8d\u306e\u5916\u306e\u90e8\u54c1\u3092\u5019\u88dc\u3068\u3057\u3066\u898b\u305b\u308b\u3068\u3001\u305d\u308c\u3060\u3051\u3067\u8a2d\u8a08\u8005\u306f\u8a66\u4f5c\u306b\u4f7f\u3044\u59cb\u3081\u307e\u3059\u3002**","prompt_example":"answer \u30e1\u30bd\u30c3\u30c9\u306e `promptSpec` \u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002`{}` \u306e\u4e2d\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u57cb\u3081\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u54c1\u8cea\u4fdd\u8a3c\u90e8\u3067\u3001\u90e8\u54c1\u3068\u4ed5\u5165\u5148\u306e\u627f\u8a8d\u306e\u6761\u4ef6\u3092\u793e\u5185\u306b\u6848\u5185\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u691c\u7d22\u7d50\u679c\uff08\u4ee3\u66ff\u54c1\u306e\u627f\u8a8d\u66f8\u3001\u5909\u66f4\u901a\u77e5\u3001\u8a55\u4fa1\u5831\u544a\u66f8\u3001\u4ed5\u5165\u5148\u306e\u76e3\u67fb\u5831\u544a\uff09\u306b\n\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4e00\u89a7\u3067\u6c7a\u307e\u3063\u3066\u3044\u308b\u3053\u3068\uff08\u5909\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff09\u3011\n\u5bfe\u8c61\u306e\u54c1\u756a\uff1a{part_no}\u3000\u4e00\u89a7\u306e\u72b6\u614b\uff1a{avl_status}\n\u4e00\u89a7\u306b\u8a18\u9332\u3055\u308c\u305f\u627f\u8a8d\u66f8\u306e\u756a\u53f7\uff1a{approval_doc_no}\n\u4f7f\u3046\u88fd\u54c1\uff1a{product}\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u6700\u521d\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u627f\u8a8d\u66f8\u306e\u300c\u9069\u7528\u7bc4\u56f2\u300d\u306b\u66f8\u304b\u308c\u305f\u88fd\u54c1\u30fb\u9867\u5ba2\u30fb\u671f\u9650\u306e\u6761\u4ef6\u3092\u3001\n   \u539f\u6587\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u8a00\u3044\u63db\u3048\u305f\u308a\u307e\u3068\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n3. \u8a55\u4fa1\u304c\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u5909\u66f4\u901a\u77e5\u304c\u3042\u308c\u3070\u3001\u5909\u66f4\u306e\u5185\u5bb9\u3068\u5b9f\u65bd\u306e\u6642\u671f\u3092\n   \u539f\u6587\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u627f\u8a8d\u6e08\u307f\u304b\u3069\u3046\u304b\u3092\u3001\u3042\u306a\u305f\u304c\u5224\u65ad\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u72b6\u614b\u306f\u4e0a\u306e\u4e00\u89a7\u306e\u72b6\u614b\u3060\u3051\u3067\u3059\u3002\n- \u4e00\u89a7\u306b\u8a18\u9332\u3055\u308c\u305f\u756a\u53f7\u3068\u9055\u3046\u627f\u8a8d\u66f8\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u90e8\u54c1\u3084\u3001\u4f3c\u305f\u54c1\u756a\u3092\u5019\u88dc\u3068\u3057\u3066\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4ee3\u66ff\u54c1\u3068\u3057\u3066\u6027\u80fd\u3084\u5f62\u72b6\u304c\u540c\u7b49\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f7f\u3046\u88fd\u54c1\u304c\u6761\u4ef6\u306b\u5f53\u3066\u306f\u307e\u308b\u304b\u3092\u7d50\u8ad6\u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6761\u4ef6\u306e\u539f\u6587\u3092\u793a\u3059\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6761\u4ef6\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u627f\u8a8d\u6e08\u307f\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u300d\u3068\u300c\u4f3c\u305f\u54c1\u756a\u3092\u6319\u3052\u306a\u3044\u300d\u3092\u4e21\u65b9\u66f8\u304f\u306e\u306f\u3001\u5225\u306e\u5931\u6557\u3060\u304b\u3089\u3067\u3059\u3002** \u524d\u8005\u306f\u72b6\u614b\u306e\u53d6\u308a\u9055\u3048\u3001\u5f8c\u8005\u306f\u627f\u8a8d\u306e\u5916\u3078\u306e\u5e83\u304c\u308a\u3067\u3059\u3002**\u3069\u3061\u3089\u304b\u4e00\u65b9\u3060\u3051\u3092\u7981\u3058\u308b\u3068\u3001\u3082\u3046\u4e00\u65b9\u306e\u5f62\u3067\u51fa\u3066\u304d\u307e\u3059\u3002**\n\n**\u4e00\u89a7\u306e\u72b6\u614b\u3092\u524d\u7f6e\u304d\u3067\u6e21\u3059\u306e\u306f\u3001\u7b54\u3048\u306e\u6587\u306e\u4e2d\u3067\u72b6\u614b\u3068\u77db\u76fe\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u6e21\u3055\u306a\u3044\u3068\u3001\u627f\u8a8d\u66f8\u306e\u672c\u6587\u306e\u300c\u627f\u8a8d\u3059\u308b\u300d\u3068\u3044\u3046\u6587\u3092\u6839\u62e0\u306b\u3001\u505c\u6b62\u4e2d\u306e\u90e8\u54c1\u3092\u300c\u627f\u8a8d\u6e08\u307f\u300d\u3068\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","output_data":"**answer \u306e\u5fdc\u7b54\u3068\u4e00\u89a7\u306e\u884c\u304b\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u7d44\u307f\u7acb\u3066\u3066\u30c1\u30e3\u30c3\u30c8\u3078\u8fd4\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u5fdc\u7b54\u306e `citations` \u306b\u7b54\u3048\u306e\u4e2d\u306e\u4f4d\u7f6e\uff08`startIndex`\u30fb`endIndex`\uff09\u3068\u51fa\u5178\u306e\u53c2\u7167\u304c\u5165\u308a\u3001`references` \u306b\u5206\u5272\u306e\u672c\u6587\uff08`chunkInfo` \u306e `content`\uff09\u3068\u6587\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304c\u5165\u308a\u307e\u3059\u3002**\u4f4d\u7f6e\u306f\u6587\u5b57\u3067\u306f\u306a\u304f UTF-8 \u306e\u30d0\u30a4\u30c8\u3067\u6570\u3048\u3089\u308c\u308b**\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u7b54\u3048\u306f\u30d0\u30a4\u30c8\u5217\u3067\u5207\u308a\u51fa\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"question_id\": \"\",\n  \"question_type\": \"substitute | supplier\",\n  \"part_no\": \"\",\n  \"product\": \"\",\n  \"avl\": {\n    \"row_found\": true,\n    \"status\": \"approved | conditional | suspended | revoked | not_listed\",\n    \"approval_doc_no\": \"\",\n    \"supplier_code\": \"\"\n  },\n  \"conditions_quoted\": \"\",\n  \"open_pcn\": [{ \"pcn_no\": \"\", \"change\": \"\", \"effective\": \"\" }],\n  \"sources\": [{ \"doc_type\": \"\", \"doc_no\": \"\", \"quoted_text\": \"\" }],\n  \"doc_no_check\": \"matched | mismatch\",\n  \"route\": \"answered | escalate\",\n  \"escalate_reason\": \"not_listed | suspended | open_pcn | doc_mismatch | no_document | product_unclear\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`avl` \u3068 `conditions_quoted` \u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `avl` \u306f\u4e00\u89a7\u304b\u3089\u6a5f\u68b0\u7684\u306b\u5165\u308a\u3001`conditions_quoted` \u306f\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u5165\u308a\u307e\u3059\u3002**\u753b\u9762\u3067\u306f\u72b6\u614b\u3092\u4e00\u89a7\u306e\u5074\u304b\u3089\u8868\u793a\u3057\u3001AI\u306e\u6587\u306f\u6761\u4ef6\u306e\u6b04\u306b\u3057\u304b\u51fa\u3057\u307e\u305b\u3093\u3002**\n\n**2\u3064\u76ee\u306f\u3001`doc_no_check` \u3067\u53d6\u308a\u9055\u3048\u3092\u6b62\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `sources` \u306e\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304c `avl.approval_doc_no` \u3068\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070 `mismatch` \u306b\u3057\u3001\u7b54\u3048\u3092\u8fd4\u3055\u305a\u306b `escalate` \u306b\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`escalate_reason` \u3067\u54c1\u8cea\u4fdd\u8a3c\u306e\u5f85\u3061\u884c\u5217\u3092\u4ed5\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\u306f\u627f\u8a8d\u7533\u8acb\u306e\u53d7\u4ed8\u3001\u505c\u6b62\u4e2d\u306e\u3082\u306e\u306f\u4ee3\u308f\u308a\u306e\u90e8\u54c1\u306e\u76f8\u8ac7\u3001\u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u306f\u8a55\u4fa1\u306e\u62c5\u5f53\u3068\u3001**\u3059\u308b\u3053\u3068\u304c\u9055\u3044\u307e\u3059\u3002**\n\n| `avl.status` | \u8fd4\u3057\u65b9 |\n|:--|:--|\n| `approved` | \u72b6\u614b\u3068\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3092\u8fd4\u3059\u3002\u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308c\u3070 `escalate` |\n| `conditional` | \u72b6\u614b\u3068\u6761\u4ef6\u306e\u5f15\u7528\u3092\u8fd4\u3059\u3002\u4f7f\u3046\u88fd\u54c1\u304c\u7a7a\u306a\u3089 `product_unclear` \u3092\u6dfb\u3048\u308b |\n| `suspended`\uff0f`revoked` | \u7b54\u3048\u3092\u4f5c\u3089\u305a `escalate` |\n| `not_listed` | \u300c\u4e00\u89a7\u306b\u7121\u3044\u300d\u3068\u8fd4\u3057\u3001\u627f\u8a8d\u7533\u8acb\u306e\u6848\u5185\u3092\u6dfb\u3048\u3066 `escalate` |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8 | \u8cea\u554f\u306e\u53d7\u3051\u53d6\u308a\u3068\u8fd4\u4e8b | \u8cea\u554f\u306e\u7a2e\u985e\u30fb\u54c1\u756a\u30fb\u4f7f\u3046\u88fd\u54c1\u3092\u53d7\u3051\u3001\u7b54\u3048\u3092\u8fd4\u3059 |\n| \u4e00\u89a7\u306e\u5199\u3057\uff08BigQuery\uff09 | \u8aad\u307f\u53d6\u308a | \u54c1\u756a\u3068\u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u306e\u5b8c\u5168\u4e00\u81f4\u3067\u884c\u3092\u5f15\u304f |\n| \u54c1\u76ee\u30de\u30b9\u30bf | \u8aad\u307f\u53d6\u308a | \u793e\u5185\u54c1\u756a\u3068\u578b\u756a\u306e\u5bfe\u5fdc\u3092\u5f15\u304f |\n| Agent Search \u306e answer \u30e1\u30bd\u30c3\u30c9 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u306e\u547c\u3073\u51fa\u3057 | \u7d5e\u308a\u8fbc\u307f\u3068\u524d\u7f6e\u304d\u3092\u4ed8\u3051\u3066\u6761\u4ef6\u3092\u5f15\u304b\u305b\u308b |\n| \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u767b\u9332\u306e\u901a\u77e5\u3068\u8aad\u307f\u53d6\u308a | \u627f\u8a8d\u66f8\u30fb\u5909\u66f4\u901a\u77e5\u306e\u767b\u9332\u3092\u53d7\u3051\u3066\u5165\u308c\u76f4\u3059 |\n| \u54c1\u8cea\u4fdd\u8a3c\u306e\u5f85\u3061\u884c\u5217 | \u66f8\u304d\u8fbc\u307f | \u56de\u3059\u8cea\u554f\u3068\u4e00\u89a7\u306e\u884c\u3001\u691c\u7d22\u306e\u7d50\u679c\u3092\u6e21\u3059 |\n\n**\u4e00\u89a7\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u691c\u7d22\u306e\u7d50\u679c\u3068\u4e00\u89a7\u304c\u98df\u3044\u9055\u3063\u3066\u3044\u3066\u3082\u3001**\u4e00\u89a7\u3092\u76f4\u3059\u306e\u306f\u54c1\u8cea\u4fdd\u8a3c\u90e8\u306e\u62c5\u5f53\u3067\u3059\u3002** \u98df\u3044\u9055\u3044\u306f\u5f85\u3061\u884c\u5217\u306b\u300c\u4e00\u89a7\u306e\u66f4\u65b0\u6f0f\u308c\u306e\u7591\u3044\u300d\u3068\u3057\u3066\u6e21\u3057\u307e\u3059\u3002\n\n**\u627f\u8a8d\u7533\u8acb\u306e\u8d77\u7968\u3082\u3057\u307e\u305b\u3093\u3002** \u4e00\u89a7\u306b\u7121\u3044\u54c1\u756a\u306f\u3001\u7533\u8acb\u306e\u69d8\u5f0f\u3078\u306e\u6848\u5185\u3092\u8fd4\u3059\u3060\u3051\u306b\u3057\u307e\u3059\u3002**\u7533\u8acb\u3092\u51fa\u3059\u304b\u3069\u3046\u304b\u306f\u3001\u8a2d\u8a08\u3068\u8cfc\u8cb7\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002**","human_review":"1. **\u5f15\u7528\u306e\u78ba\u8a8d\uff08\u8cea\u554f\u3057\u305f\u4eba\uff09** \u2026 \u6761\u4ef6\u306e\u5f15\u7528\u304b\u3089\u627f\u8a8d\u66f8\u3092\u958b\u304d\u3001\u4f7f\u3046\u88fd\u54c1\u304c\u9069\u7528\u7bc4\u56f2\u306b\u5165\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3078\u306e\u56de\u7b54\uff08\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\uff09** \u2026 \u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\u3001\u505c\u6b62\u4e2d\u306e\u3082\u306e\u3001\u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308b\u3082\u306e\u306b\u7b54\u3048\u307e\u3059\n3. **\u4e00\u89a7\u306e\u66f4\u65b0\u6f0f\u308c\u306e\u78ba\u8a8d\uff08\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\uff09** \u2026 \u98df\u3044\u9055\u3044\u304c\u51fa\u305f\u884c\u3092\u78ba\u304b\u3081\u3001\u4e00\u89a7\u3092\u76f4\u3057\u307e\u3059\n4. **\u7b54\u3048\u306e\u5f53\u305f\u308a\u5916\u308c\uff08\u8cea\u554f\u3057\u305f\u4eba\uff09** \u2026 \u7b54\u3048\u304c\u5f79\u306b\u7acb\u3063\u305f\u304b\u3092\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30bf\u30f3\u3067\u6b8b\u3057\u307e\u3059\n\n**\u76ee\u5b89\u306f\u3001360\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef68\u5206\u3067\u3059\u3002** \u8cea\u554f\u3057\u305f\u4eba\u304c\u627f\u8a8d\u66f8\u3092\u958b\u3044\u3066\u6761\u4ef6\u3092\u78ba\u304b\u3081\u308b\u6642\u9593\u3068\u3001\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\u304c\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b\u6642\u9593\u3092\u5408\u308f\u305b\u305f\u5e73\u5747\u3067\u3059\u3002**\u56de\u308b\u8cea\u554f\u306f2\u5272\u5f37\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u54c1\u756a\u304c\u8db3\u308a\u3066\u3044\u306a\u3044\u304b\u3001\u5909\u66f4\u901a\u77e5\u306e\u8a55\u4fa1\u304c\u6ede\u3063\u3066\u3044\u307e\u3059\u3002**\n\n**\u6761\u4ef6\u4ed8\u304d\u306e\u627f\u8a8d\u306f\u3001\u5fc5\u305a\u539f\u6587\u3092\u958b\u3044\u3066\u3082\u3089\u3044\u307e\u3059\u3002** \u5f15\u7528\u306f\u9069\u7528\u7bc4\u56f2\u306e\u6bb5\u843d\u3060\u3051\u306a\u306e\u3067\u3001**\u5225\u7d19\u3067\u6761\u4ef6\u304c\u8db3\u3055\u308c\u3066\u3044\u308b\u627f\u8a8d\u66f8\u306f\u3001\u672c\u6587\u3092\u958b\u304b\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u4e00\u89a7\u306b\u884c\u304c\u7121\u3044 | `not_listed`\u3002**\u8fd1\u3044\u54c1\u756a\u3092\u63a2\u3055\u305a**\u3001\u627f\u8a8d\u7533\u8acb\u306e\u6848\u5185\u3092\u6dfb\u3048\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078 |\n| \u72b6\u614b\u304c\u505c\u6b62\u30fb\u53d6\u6d88 | \u7b54\u3048\u3092\u4f5c\u3089\u305a\u54c1\u8cea\u4fdd\u8a3c\u3078\u3002\u505c\u6b62\u306e\u7406\u7531\u306f\u54c1\u8cea\u4fdd\u8a3c\u304c\u4f1d\u3048\u308b |\n| \u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308b | `open_pcn`\u3002\u5909\u66f4\u306e\u5185\u5bb9\u3060\u3051\u3092\u6dfb\u3048\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078 |\n| \u5f15\u7528\u306e\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304c\u4e00\u89a7\u3068\u9055\u3046 | `doc_mismatch`\u3002\u4e00\u89a7\u306e\u66f4\u65b0\u6f0f\u308c\u306e\u7591\u3044\u3068\u3057\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078 |\n| \u627f\u8a8d\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\uff08`NO_RELEVANT_CONTENT`\uff09 | `no_document`\u3002\u627f\u8a8d\u66f8\u306e\u767b\u9332\u6f0f\u308c\u3092\u7591\u3046 |\n| \u6839\u62e0\u304c\u5f31\u3044\uff08`LOW_GROUNDED_CONTENT`\uff09 | \u7b54\u3048\u3092\u8fd4\u3055\u305a\u3001\u691c\u7d22\u306e\u7d50\u679c\u306e\u6587\u66f8\u540d\u3060\u3051\u3092\u6dfb\u3048\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078 |\n| \u54c1\u756a\u304c\u54c1\u76ee\u30de\u30b9\u30bf\u306b\u7121\u3044 | \u6253\u3061\u9593\u9055\u3044\u3092\u7591\u3044\u3001\u8cea\u554f\u3057\u305f\u4eba\u306b\u805e\u304d\u8fd4\u3059 |\n| answer \u306e\u5fdc\u7b54\u304c\u5931\u6557\u3059\u308b | \u4e00\u89a7\u306e\u72b6\u614b\u3060\u3051\u3092\u8fd4\u3057\u3001\u6761\u4ef6\u306f\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3059 |\n\n**\u6700\u5f8c\u306e\u884c\u3067\u4e00\u89a7\u306e\u72b6\u614b\u3060\u3051\u3092\u8fd4\u305b\u308b\u306e\u306f\u3001\u72b6\u614b\u3092\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u306b\u983c\u3063\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u691c\u7d22\u304c\u6b62\u307e\u3063\u3066\u3082\u3001\u300c\u627f\u8a8d\u6e08\u307f\u304b\u300d\u306b\u306f\u7b54\u3048\u3089\u308c\u307e\u3059\u3002","log_storage":"- \u53d7\u3051\u53d6\u3063\u305f\u8cea\u554f\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3001\u54c1\u756a\u3001\u4f7f\u3046\u88fd\u54c1\u3001\u8cea\u554f\u3057\u305f\u4eba\n- **\u305d\u306e\u3068\u304d\u5f15\u3044\u305f\u4e00\u89a7\u306e\u884c\u306e\u5185\u5bb9**\n- \u6e21\u3057\u305f\u7d5e\u308a\u8fbc\u307f\u3068\u524d\u7f6e\u304d\u3001answer \u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u7b54\u3048\u3001\u5f15\u7528\u3001\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3001`answerSkippedReasons`\uff09\n- \u627f\u8a8d\u66f8\u306e\u756a\u53f7\u306e\u7167\u5408\u306e\u7d50\u679c\u3068\u3001\u56de\u3057\u305f\u7406\u7531\n- \u8cea\u554f\u3057\u305f\u4eba\u304c\u4ed8\u3051\u305f\u5f53\u305f\u308a\u5916\u308c\u3068\u3001\u54c1\u8cea\u4fdd\u8a3c\u304c\u7b54\u3048\u305f\u5185\u5bb9\n\n**2\u884c\u76ee\u3067\u4e00\u89a7\u306e\u884c\u3092\u6b8b\u3059\u306e\u306f\u3001\u72b6\u614b\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u90e8\u54c1\u304c\u5f8c\u3067\u505c\u6b62\u306b\u306a\u3063\u305f\u3068\u304d\u3001**\u8cea\u554f\u306e\u6642\u70b9\u3067\u627f\u8a8d\u3060\u3063\u305f\u306e\u304b\u3001\u3059\u3067\u306b\u505c\u6b62\u3060\u3063\u305f\u306e\u304b**\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u8aa4\u3063\u305f\u7b54\u3048\u3060\u3063\u305f\u306e\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":4,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":6,"assumption_frequency":360,"assumption_workdays":20,"volume_month":360,"before_minutes_per_case":25,"after_minutes_per_case":8,"hourly_cost":4000,"before_hours_month":150,"after_hours_month":48,"saved_hours_month":102,"reduction_rate":68,"saved_hours_year":1224,"annual_cost_effect":4896000,"summary":"\u8a2d\u8a08\u3068\u8cfc\u8cb7\u304b\u3089\u51fa\u308b\u300c\u3053\u306e\u90e8\u54c1\u306e\u4ee3\u308f\u308a\u306b\u4f7f\u3048\u308b\u627f\u8a8d\u6e08\u307f\u306e\u54c1\u756a\u306f\u300d\u300c\u3053\u306e\u4ed5\u5165\u5148\u306f\u627f\u8a8d\u6e08\u307f\u304b\u300d\u306e\u8cea\u554f\u306b\u3001\u627f\u8a8d\u6e08\u307f\u90e8\u54c1\u30fb\u4ed5\u5165\u5148\u306e\u4e00\u89a7\u3068\u627f\u8a8d\u66f8\u30fb\u5909\u66f4\u901a\u77e5\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u307e\u3059\u3002\u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\u306f\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u8a2d\u8a08\u8005\u304b\u8cfc\u8cb7\u62c5\u5f53\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u306b\u8cea\u554f\u3092\u66f8\u304f\uff08\u300c\u54c1\u756a C-10-4471 \u306e\u4ee3\u308f\u308a\u306b\u4f7f\u3048\u308b\u627f\u8a8d\u6e08\u307f\u306f\u3042\u308b\uff1f\u300d\uff09\n2. \u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\u304c\u8cea\u554f\u3092\u8aad\u307f\u3001\u54c1\u756a\u306e\u66f8\u304d\u65b9\uff08\u793e\u5185\u54c1\u756a\u304b\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u304b\uff09\u3092\u78ba\u304b\u3081\u308b\n3. \u4e00\u89a7\u3067\u793e\u5185\u54c1\u756a\u3092\u5f15\u304d\u3001\u540c\u3058\u7528\u9014\u3067\u627f\u8a8d\u6e08\u307f\u306e\u4ee3\u66ff\u54c1\u306e\u884c\u3092\u63a2\u3059\n4. \u4ee3\u66ff\u54c1\u306e\u884c\u306e\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304b\u3089\u3001\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u627f\u8a8d\u66f8\u3092\u958b\u304d\u3001\u6761\u4ef6\u3092\u8aad\u3080\n5. \u305d\u306e\u90e8\u54c1\u306b\u65b0\u3057\u3044\u5909\u66f4\u901a\u77e5\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u63a2\u3059\n6. \u4ed5\u5165\u5148\u306e\u8cea\u554f\u3067\u306f\u3001\u4ed5\u5165\u5148\u306e\u884c\u306e\u72b6\u614b\u3068\u3001\u76f4\u8fd1\u306e\u76e3\u67fb\u306e\u7d50\u679c\u3092\u78ba\u304b\u3081\u308b\n7. \u627f\u8a8d\u306e\u72b6\u614b\u3068\u6761\u4ef6\u3092\u66f8\u3044\u3066\u8fd4\u4e8b\u3092\u3059\u308b\u3002\u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u300c\u627f\u8a8d\u7533\u8acb\u3092\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8fd4\u3059\n\n**\uff08a\uff09\u54c1\u756a\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u308f\u306a\u3044\u3002** \u8a2d\u8a08\u8005\u306f\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u3067\u3001\u8cfc\u8cb7\u306f\u793e\u5185\u54c1\u756a\u3067\u3001\u5de5\u5834\u306f\u56f3\u9762\u306e\u90e8\u54c1\u756a\u53f7\u3067\u805e\u304d\u307e\u3059\u3002**\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u306f\u3001\u672b\u5c3e\u306e\u5305\u88c5\u306e\u8a18\u53f7\u3084RoHS\u5bfe\u5fdc\u306e\u8a18\u53f7\u304c\u4ed8\u304f\u304b\u3069\u3046\u304b\u3067\u5225\u306e\u884c\u306b\u306a\u308a\u307e\u3059\u3002** 2\u756a\u76ee\u3067\u54c1\u756a\u3092\u78ba\u304b\u3081\u308b\u3060\u3051\u3067\u3001\u805e\u304d\u8fd4\u3057\u304c\u8981\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u6761\u4ef6\u3092\u8aad\u307f\u843d\u3068\u3059\u3002** 4\u756a\u76ee\u3067\u3001\u627f\u8a8d\u66f8\u306e\u672c\u6587\u306e\u300c\u9069\u7528\u7bc4\u56f2\u300d\u306b\u66f8\u304b\u308c\u305f\u88fd\u54c1\u306e\u9650\u5b9a\u3092\u8aad\u307f\u843d\u3068\u3057\u3001**\u5225\u306e\u88fd\u54c1\u306b\u4f7f\u3048\u308b\u3068\u7b54\u3048\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u4e00\u89a7\u306e\u72b6\u614b\u306e\u6b04\u306b\u306f\u300c\u6761\u4ef6\u4ed8\u304d\u627f\u8a8d\u300d\u3068\u3057\u304b\u51fa\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n**\uff08c\uff09\u5909\u66f4\u901a\u77e5\u3092\u898b\u843d\u3068\u3059\u3002** 5\u756a\u76ee\u306f\u3001\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u54c1\u756a\u3092\u691c\u7d22\u3057\u3066\u3082\u3001\u5909\u66f4\u901a\u77e5\u306f\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u3067\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u793e\u5185\u54c1\u756a\u3067\u63a2\u3059\u3068\u5f53\u305f\u308a\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u7b54\u3048\u3089\u308c\u308b\u306e\u304c\u6570\u540d\u3060\u3051\u3002** \u627f\u8a8d\u66f8\u306e\u66f8\u304d\u65b9\u306f\u5e74\u4ee3\u3068\u62c5\u5f53\u8005\u3067\u9055\u3044\u3001**\u3069\u3053\u306b\u6761\u4ef6\u304c\u66f8\u3044\u3066\u3042\u308b\u304b\u3092\u77e5\u3063\u3066\u3044\u308b\u306e\u306f\u3001\u9577\u304f\u62c5\u5f53\u3057\u3066\u3044\u308b\u6570\u540d\u3067\u3059\u3002** \u305d\u306e\u4eba\u304c\u76e3\u67fb\u3067\u4e0d\u5728\u306e\u65e5\u306f\u3001\u8cea\u554f\u304c\u7fcc\u65e5\u307e\u3067\u5f85\u3061\u306b\u306a\u308a\u307e\u3059\u3002","before_flow_steps":["\u8a2d\u8a08\u8005\u304b\u8cfc\u8cb7\u62c5\u5f53\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u306b\u8cea\u554f\u3092\u66f8\u304f\uff08\u300c\u54c1\u756a C-10-4471 \u306e\u4ee3\u308f\u308a\u306b\u4f7f\u3048\u308b\u627f\u8a8d\u6e08\u307f\u306f\u3042\u308b\uff1f\u300d\uff09","\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\u304c\u8cea\u554f\u3092\u8aad\u307f\u3001\u54c1\u756a\u306e\u66f8\u304d\u65b9\uff08\u793e\u5185\u54c1\u756a\u304b\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u304b\uff09\u3092\u78ba\u304b\u3081\u308b","\u4e00\u89a7\u3067\u793e\u5185\u54c1\u756a\u3092\u5f15\u304d\u3001\u540c\u3058\u7528\u9014\u3067\u627f\u8a8d\u6e08\u307f\u306e\u4ee3\u66ff\u54c1\u306e\u884c\u3092\u63a2\u3059","\u4ee3\u66ff\u54c1\u306e\u884c\u306e\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304b\u3089\u3001\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u627f\u8a8d\u66f8\u3092\u958b\u304d\u3001\u6761\u4ef6\u3092\u8aad\u3080","\u305d\u306e\u90e8\u54c1\u306b\u65b0\u3057\u3044\u5909\u66f4\u901a\u77e5\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u63a2\u3059","\u4ed5\u5165\u5148\u306e\u8cea\u554f\u3067\u306f\u3001\u4ed5\u5165\u5148\u306e\u884c\u306e\u72b6\u614b\u3068\u3001\u76f4\u8fd1\u306e\u76e3\u67fb\u306e\u7d50\u679c\u3092\u78ba\u304b\u3081\u308b","\u627f\u8a8d\u306e\u72b6\u614b\u3068\u6761\u4ef6\u3092\u66f8\u3044\u3066\u8fd4\u4e8b\u3092\u3059\u308b\u3002\u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u300c\u627f\u8a8d\u7533\u8acb\u3092\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8fd4\u3059"],"after_flow":"1. **\u3010\u4eba\u3011** \u8a2d\u8a08\u8005\u304b\u8cfc\u8cb7\u62c5\u5f53\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u3001\u8cea\u554f\u306e\u7a2e\u985e\uff08\u4ee3\u66ff\u54c1\uff0f\u4ed5\u5165\u5148\uff09\u3092\u9078\u3073\u3001\u54c1\u756a\u304b\u4ed5\u5165\u5148\u3068\u3001\u4f7f\u3046\u88fd\u54c1\u3092\u66f8\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u54c1\u756a\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3001\u54c1\u76ee\u30de\u30b9\u30bf\u3068\u4e00\u89a7\u3092\u54c1\u756a\u30fb\u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u3067\u5f15\u304f\n3. **\u3010\u81ea\u52d5\u3011** \u4e00\u89a7\u306e\u884c\u304b\u3089\u627f\u8a8d\u306e\u72b6\u614b\u3092\u6c7a\u3081\u308b\uff08\u627f\u8a8d\uff0f\u6761\u4ef6\u4ed8\u304d\u627f\u8a8d\uff0f\u505c\u6b62\u30fb\u53d6\u6d88\uff0f\u4e00\u89a7\u306b\u7121\u3044\uff09\n4. **\u3010\u81ea\u52d5\u3011** \u72b6\u614b\u304c\u627f\u8a8d\u304b\u6761\u4ef6\u4ed8\u304d\u627f\u8a8d\u306e\u884c\u306b\u3064\u3044\u3066\u3001\u627f\u8a8d\u66f8\u3068\u5909\u66f4\u901a\u77e5\u3092\u54c1\u756a\u3067\u7d5e\u308a\u8fbc\u3093\u3067\u63a2\u3055\u305b\u3001\u6761\u4ef6\u3068\u7d4c\u7def\u3092\u5f15\u7528\u4ed8\u304d\u3067\u8fd4\u3055\u305b\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u5f15\u7528\u3057\u305f\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3068\u3001\u4e00\u89a7\u306e\u884c\u306e\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304c\u4e00\u81f4\u3059\u308b\u304b\u3092\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\u3001\u505c\u6b62\u30fb\u53d6\u6d88\u306e\u3082\u306e\u3001\u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308b\u3082\u306e\u3001\u6761\u4ef6\u304c\u4f7f\u3046\u88fd\u54c1\u306b\u5f53\u3066\u306f\u307e\u308b\u304b\u8aad\u307f\u53d6\u308c\u306a\u3044\u3082\u306e\u3092\u54c1\u8cea\u4fdd\u8a3c\u306e\u5f85\u3061\u884c\u5217\u3078\u56de\u3059\n7. **\u3010\u4eba\u3011** \u8cea\u554f\u3057\u305f\u4eba\u304c\u5f15\u7528\u306e\u539f\u6587\u3092\u958b\u304d\u3001\u6761\u4ef6\u3068\u4f7f\u3046\u88fd\u54c1\u3092\u78ba\u304b\u3081\u308b\n8. **\u3010\u4eba\u3011** \u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\u304c\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u3001\u5fc5\u8981\u306a\u3089\u627f\u8a8d\u7533\u8acb\u3092\u53d7\u3051\u308b\n\n**3\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u627f\u8a8d\u306e\u72b6\u614b\u306f\u3001\u4e00\u89a7\u306e\u884c\u304c\u6c7a\u3081\u307e\u3059\u3002**\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u304c\u72b6\u614b\u3092\u66f8\u3044\u3066\u3082\u3001\u4e00\u89a7\u3068\u98df\u3044\u9055\u3048\u3070\u4e00\u89a7\u3092\u6b63\u3068\u3057\u3001\u98df\u3044\u9055\u3044\u305d\u306e\u3082\u306e\u3092\u54c1\u8cea\u4fdd\u8a3c\u3078\u77e5\u3089\u305b\u307e\u3059\u3002** \u751f\u6210AI\u306b\u72b6\u614b\u3092\u5224\u65ad\u3055\u305b\u308b\u7d4c\u8def\u3092\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n**5\u756a\u76ee\u3092\u4eba\u3067\u306f\u306a\u304f\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u7f6e\u3044\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u4f3c\u305f\u54c1\u756a\u306e\u627f\u8a8d\u66f8\u304c\u5f15\u7528\u3055\u308c\u3066\u3082\u3001\u8aad\u3080\u4eba\u306f\u6c17\u3065\u304d\u306b\u304f\u3044\u304b\u3089\u3067\u3059\u3002**\u5f15\u7528\u3057\u305f\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304c\u4e00\u89a7\u306e\u884c\u3068\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070\u3001\u305d\u306e\u7b54\u3048\u306f\u8fd4\u3057\u307e\u305b\u3093\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u8a2d\u8a08\u8005\u304b\u8cfc\u8cb7\u62c5\u5f53\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u3001\u8cea\u554f\u306e\u7a2e\u985e\uff08\u4ee3\u66ff\u54c1\uff0f\u4ed5\u5165\u5148\uff09\u3092\u9078\u3073\u3001\u54c1\u756a\u304b\u4ed5\u5165\u5148\u3068\u3001\u4f7f\u3046\u88fd\u54c1\u3092\u66f8\u304f","**\u3010\u81ea\u52d5\u3011** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u54c1\u756a\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3001\u54c1\u76ee\u30de\u30b9\u30bf\u3068\u4e00\u89a7\u3092\u54c1\u756a\u30fb\u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u3067\u5f15\u304f","**\u3010\u81ea\u52d5\u3011** \u4e00\u89a7\u306e\u884c\u304b\u3089\u627f\u8a8d\u306e\u72b6\u614b\u3092\u6c7a\u3081\u308b\uff08\u627f\u8a8d\uff0f\u6761\u4ef6\u4ed8\u304d\u627f\u8a8d\uff0f\u505c\u6b62\u30fb\u53d6\u6d88\uff0f\u4e00\u89a7\u306b\u7121\u3044\uff09","**\u3010\u81ea\u52d5\u3011** \u72b6\u614b\u304c\u627f\u8a8d\u304b\u6761\u4ef6\u4ed8\u304d\u627f\u8a8d\u306e\u884c\u306b\u3064\u3044\u3066\u3001\u627f\u8a8d\u66f8\u3068\u5909\u66f4\u901a\u77e5\u3092\u54c1\u756a\u3067\u7d5e\u308a\u8fbc\u3093\u3067\u63a2\u3055\u305b\u3001\u6761\u4ef6\u3068\u7d4c\u7def\u3092\u5f15\u7528\u4ed8\u304d\u3067\u8fd4\u3055\u305b\u308b","**\u3010\u81ea\u52d5\u3011** \u5f15\u7528\u3057\u305f\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3068\u3001\u4e00\u89a7\u306e\u884c\u306e\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304c\u4e00\u81f4\u3059\u308b\u304b\u3092\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\u3001\u505c\u6b62\u30fb\u53d6\u6d88\u306e\u3082\u306e\u3001\u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308b\u3082\u306e\u3001\u6761\u4ef6\u304c\u4f7f\u3046\u88fd\u54c1\u306b\u5f53\u3066\u306f\u307e\u308b\u304b\u8aad\u307f\u53d6\u308c\u306a\u3044\u3082\u306e\u3092\u54c1\u8cea\u4fdd\u8a3c\u306e\u5f85\u3061\u884c\u5217\u3078\u56de\u3059","**\u3010\u4eba\u3011** \u8cea\u554f\u3057\u305f\u4eba\u304c\u5f15\u7528\u306e\u539f\u6587\u3092\u958b\u304d\u3001\u6761\u4ef6\u3068\u4f7f\u3046\u88fd\u54c1\u3092\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\u304c\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u3001\u5fc5\u8981\u306a\u3089\u627f\u8a8d\u7533\u8acb\u3092\u53d7\u3051\u308b"],"architecture":"```\n\u8a2d\u8a08\u8005\u30fb\u8cfc\u8cb7\u62c5\u5f53\uff08\u793e\u5185\u306e\u30c1\u30e3\u30c3\u30c8\u3002\u8cea\u554f\u306e\u7a2e\u985e\u30fb\u54c1\u756a\u30fb\u4f7f\u3046\u88fd\u54c1\u3092\u66f8\u304f\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u8cea\u554f\u306e\u9001\u4fe1\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\uff0fCloud Run\uff09\n   \u251c\u2500\u2500\u25b6 \u54c1\u756a\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\uff08\u5305\u88c5\u30fbRoHS\u306e\u8a18\u53f7\u3001\u793e\u5185\u54c1\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u578b\u756a\u306e\u5bfe\u5fdc\uff09\n   \u251c\u2500\u2500\u25b6 \u4e00\u89a7\uff08BigQuery \u306e\u8868\uff09\u3092\u54c1\u756a\u30fb\u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u3067\u5f15\u304d\u3001\u627f\u8a8d\u306e\u72b6\u614b\u3092\u6c7a\u3081\u308b\n   \u25bc\nAgent Search\uff08Vertex AI Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\n   \u2502   \u4ee3\u66ff\u54c1\u306e\u627f\u8a8d\u66f8\uff0f\u5909\u66f4\u901a\u77e5\uff08PCN\uff09\uff0f\u8a55\u4fa1\u5831\u544a\u66f8\uff0f\u4ed5\u5165\u5148\u306e\u76e3\u67fb\u5831\u544a \u304b\u3089\n   \u2502   \u54c1\u756a\u3067\u7d5e\u308a\u8fbc\u3093\u3067\u3001\u6761\u4ef6\u3068\u7d4c\u7def\u3092\u63a2\u3059\u3002\u7b54\u3048\u3068\u5f15\u7528\u3092\u8fd4\u3059\n   \u25bc\n\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0 \u2500\u2500 \u5f15\u7528\u3057\u305f\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3068\u4e00\u89a7\u306e\u884c\u3092\u7167\u3089\u3059\n   \u25bc\n\u5224\u5b9a\uff08\u305d\u306e\u307e\u307e\u8fd4\u3059 answered \uff0f \u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3059 escalate\uff09\n   \u251c\u2500\u2500\u25b6 \u30c1\u30e3\u30c3\u30c8\u3078\uff08\u72b6\u614b\u3001\u6761\u4ef6\u306e\u5f15\u7528\u3001\u627f\u8a8d\u66f8\u306e\u756a\u53f7\uff09\n   \u2514\u2500\u2500\u25b6 \u54c1\u8cea\u4fdd\u8a3c\u306e\u5f85\u3061\u884c\u5217\u3078\uff08\u8cea\u554f\u3068\u4e00\u89a7\u306e\u884c\u3001\u691c\u7d22\u306e\u7d50\u679c\u3092\u6dfb\u3048\u308b\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Vertex AI Search\uff08Agent Search\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9 | Azure AI Search\u3001Amazon OpenSearch Service |\n| \u751f\u6210AI | Gemini\uff08answer \u30e1\u30bd\u30c3\u30c9\u306e\u56de\u7b54\u306e\u751f\u6210\u306b\u4f7f\u3046\u30e2\u30c7\u30eb\uff09 | \u2500 |\n| \u9023\u643a | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\uff08Python\u3002Cloud Run \u3067\u52d5\u304b\u3057\u3001\u30c1\u30e3\u30c3\u30c8\u30fb\u4e00\u89a7\u30fb\u691c\u7d22\u30fb\u5f85\u3061\u884c\u5217\u3092\u3064\u306a\u3050\uff09 | Node.js \u3067\u540c\u3058\u3082\u306e\u3092\u66f8\u304f |\n| \u4fdd\u7ba1 | BigQuery\uff08\u4e00\u89a7\u306e\u5199\u3057\uff09\u3001Cloud Storage\uff08\u627f\u8a8d\u66f8\u30fb\u5909\u66f4\u901a\u77e5\u306e\u5199\u3057\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3001\u8cea\u554f\u3068\u56de\u7b54\u306e\u8a18\u9332\uff09 | \u2500 |\n\n**\u4e00\u89a7\u3068\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306f\u3001\u65b0\u3057\u304f\u4f5c\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u4e00\u89a7\u306f\u54c1\u8cea\u4fdd\u8a3c\u90e8\u304c\u4eca\u306e\u4ed5\u7d44\u307f\u3067\u66f4\u65b0\u3057\u3001\u305d\u306e\u5199\u3057\u3092\u6bce\u6669 BigQuery \u306b\u7f6e\u304d\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u306f\u4e00\u89a7\u3082\u627f\u8a8d\u66f8\u3082\u66f8\u304d\u63db\u3048\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u627f\u8a8d\u66f8\u3068\u5909\u66f4\u901a\u77e5\u306b\u3001\u5bfe\u8c61\u306e\u54c1\u756a\uff08\u793e\u5185\u54c1\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u306e\u4e21\u65b9\uff09\u3068\u6587\u66f8\u306e\u7a2e\u985e\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4ed8\u3051\u308b\u3053\u3068\u3067\u3059\u3002**\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Agent Search\uff08Vertex AI Search \u304b\u3089\u6539\u79f0\u4e2d\uff09\u306e answer \u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306f\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308a\u307e\u3059\u3002**\u5f15\u7528\u3092\u4ed8\u3051\u308b\u8a2d\u5b9a\uff08`includeCitations`\uff09\u306f\u65e2\u5b9a\u3067\u7121\u52b9**\u306a\u306e\u3067\u3001\u5fc5\u305a\u6709\u52b9\u306b\u3057\u307e\u3059\u3002\u6839\u62e0\u306e\u5f37\u3055\u3092\u8fd4\u3059\u8a2d\u5b9a\u3068\u3001\u6839\u62e0\u306e\u5f31\u3044\u56de\u7b54\u3092\u843d\u3068\u3059\u8a2d\u5b9a\u3082\u3042\u308a\u307e\u3059\u3002\n\n**\u4e00\u89a7\u306f\u691c\u7d22\u306e\u5bfe\u8c61\u306b\u305b\u305a\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8868\u3092\u76f4\u63a5\u5f15\u304d\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f BigQuery \u304b Cloud Storage \u306e JSON Lines\uff08NDJSON\uff09\u304b\u3089\u53d6\u308a\u8fbc\u3081\u307e\u3059\u304c\u3001**\u3053\u306e\u69cb\u6210\u3067\u4e00\u89a7\u306b\u6c42\u3081\u308b\u306e\u306f\u300c\u3053\u306e\u54c1\u756a\u306e\u884c\u304c\u3042\u308b\u304b\u3001\u72b6\u614b\u306f\u4f55\u304b\u300d\u306e\u5b8c\u5168\u4e00\u81f4\u3067\u3059\u3002** \u691c\u7d22\u306f\u4f3c\u305f\u3082\u306e\u3092\u4e26\u3079\u308b\u4ed5\u7d44\u307f\u306a\u306e\u3067\u3001**\u4f3c\u305f\u54c1\u756a\u306e\u884c\u3092\u8fd4\u3055\u308c\u308b\u3068\u56f0\u308b\u7528\u9014\u306b\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u8a2d\u8a08\u8005\u304b\u8cfc\u8cb7\u62c5\u5f53\u304c\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u3067\u8cea\u554f\u3092\u9001\u3063\u305f\u3053\u3068\u3067\u3059\u3002** \u753b\u9762\u306f\u793e\u5185\u306e ID \u3067\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u4eba\u3060\u3051\u304c\u4f7f\u3044\u307e\u3059\u3002**\u9001\u4fe1\u306e\u524d\u306b\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3092\u300c\u4ee3\u66ff\u54c1\u300d\u300c\u4ed5\u5165\u5148\u300d\u306e2\u3064\u304b\u3089\u9078\u3070\u305b\u3001\u54c1\u756a\u304b\u4ed5\u5165\u5148\u306e\u6b04\u3068\u3001\u4f7f\u3046\u88fd\u54c1\u306e\u6b04\u3092\u5fc5\u9808\u306b\u3057\u307e\u3059\u3002**\n\n**\u4f7f\u3046\u88fd\u54c1\u306e\u6b04\u3092\u5fc5\u9808\u306b\u3059\u308b\u306e\u306f\u3001\u6761\u4ef6\u4ed8\u304d\u306e\u627f\u8a8d\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u300c\u88fd\u54c1A\u306e\u96fb\u6e90\u57fa\u677f\u306b\u9650\u308b\u300d\u3068\u3044\u3046\u6761\u4ef6\u306f\u3001\u4f7f\u3046\u88fd\u54c1\u304c\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u5f53\u3066\u306f\u307e\u308b\u304b\u3092\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002**\u6b04\u304c\u7a7a\u306a\u3089\u3001\u6761\u4ef6\u306e\u5f15\u7528\u3060\u3051\u3092\u8fd4\u3057\u3001\u300c\u5f53\u3066\u306f\u307e\u308b\u304b\u306f\u4f7f\u3046\u88fd\u54c1\u3067\u78ba\u304b\u3081\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6dfb\u3048\u307e\u3059\u3002**\n\n**\u7d22\u5f15\u306e\u66f4\u65b0\u306f\u5225\u306b\u52d5\u304b\u3057\u307e\u3059\u3002** \u4ee3\u66ff\u54c1\u306e\u627f\u8a8d\u66f8\u304c\u627f\u8a8d\u3055\u308c\u305f\u3068\u304d\u3001\u5909\u66f4\u901a\u77e5\u304c\u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u767b\u9332\u3055\u308c\u305f\u3068\u304d\u306b\u3001\u305d\u306e\u6587\u66f8\u3060\u3051\u3092\u5165\u308c\u76f4\u3057\u307e\u3059\u3002\u4e00\u89a7\u306e\u5199\u3057\u306f\u6bce\u6669\u306e\u66f4\u65b0\u306b\u52a0\u3048\u3001**\u54c1\u8cea\u4fdd\u8a3c\u90e8\u304c\u72b6\u614b\u3092\u300c\u505c\u6b62\u300d\u300c\u53d6\u6d88\u300d\u306b\u5909\u3048\u305f\u3068\u304d\u306f\u3001\u305d\u306e\u884c\u3060\u3051\u3092\u3059\u3050\u306b\u5199\u3057\u307e\u3059\u3002** \u505c\u6b62\u3057\u305f\u90e8\u54c1\u304c\u7fcc\u671d\u307e\u3067\u300c\u627f\u8a8d\u300d\u3068\u3057\u3066\u8fd4\u308b\u306e\u3092\u9632\u3050\u305f\u3081\u3067\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8cea\u554f | \u8cea\u554f\u306e\u7a2e\u985e\u3001\u54c1\u756a\u304b\u4ed5\u5165\u5148\u3001\u4f7f\u3046\u88fd\u54c1\u3001\u672c\u6587 | \u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8 |\n| \u4e00\u89a7\u306e\u884c | \u54c1\u756a\u3001\u30e1\u30fc\u30ab\u30fc\u3001\u578b\u756a\u3001\u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u3001\u72b6\u614b\u3001\u627f\u8a8d\u65e5\u3001\u6761\u4ef6\u306e\u6709\u7121\u3001\u627f\u8a8d\u66f8\u306e\u756a\u53f7 | \u4e00\u89a7\u306e\u5199\u3057\uff08BigQuery\uff09 |\n| \u54c1\u76ee\u30de\u30b9\u30bf | \u793e\u5185\u54c1\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u306e\u5bfe\u5fdc\u3001\u54c1\u76ee\u306e\u5206\u985e | \u751f\u7523\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u4ee3\u66ff\u54c1\u306e\u627f\u8a8d\u66f8 | \u5143\u306e\u54c1\u756a\u3001\u4ee3\u66ff\u306e\u54c1\u756a\u3001\u9069\u7528\u7bc4\u56f2\uff08\u88fd\u54c1\u30fb\u9867\u5ba2\u30fb\u671f\u9650\uff09\u3001\u8a55\u4fa1\u306e\u7d50\u679c\u3001\u627f\u8a8d\u8005 | \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08PDF\u30fbDOCX\uff09 |\n| \u5909\u66f4\u901a\u77e5\uff08PCN\uff09 | \u5bfe\u8c61\u306e\u30e1\u30fc\u30ab\u30fc\u578b\u756a\u3001\u5909\u66f4\u306e\u5185\u5bb9\u3001\u5b9f\u65bd\u306e\u6642\u671f\u3001\u81ea\u793e\u306e\u8a55\u4fa1\u306e\u72b6\u614b | \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08PDF\uff09 |\n| \u4ed5\u5165\u5148\u306e\u76e3\u67fb\u5831\u544a | \u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u3001\u76e3\u67fb\u306e\u65e5\u3001\u7d50\u679c\u3001\u662f\u6b63\u306e\u671f\u9650 | \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08PDF\uff09 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u300c\u793e\u5185\u54c1\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u306e\u5bfe\u5fdc\u300d\u3067\u3059\u3002** \u627f\u8a8d\u66f8\u306f\u793e\u5185\u54c1\u756a\u3067\u3001\u5909\u66f4\u901a\u77e5\u306f\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u3067\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u5bfe\u5fdc\u304c\u7121\u3044\u3068\u3001\u540c\u3058\u90e8\u54c1\u306e\u6587\u66f8\u3092\u4e00\u5ea6\u306b\u5f15\u3051\u307e\u305b\u3093\u3002** \u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u306f\u4e21\u65b9\u306e\u756a\u53f7\u3092\u5165\u308c\u307e\u3059\u3002\n\n**\u5909\u66f4\u901a\u77e5\u306b\u306f\u300c\u81ea\u793e\u306e\u8a55\u4fa1\u306e\u72b6\u614b\u300d\u3092\u5fc5\u305a\u6301\u305f\u305b\u307e\u3059\u3002** \u30e1\u30fc\u30ab\u30fc\u306e\u901a\u77e5\u306f\u5c4a\u3044\u305f\u6642\u70b9\u3067\u306f\u81ea\u793e\u306e\u8a55\u4fa1\u304c\u7d42\u308f\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308b\u90e8\u54c1\u306f\u3001\u4e00\u89a7\u306e\u72b6\u614b\u304c\u627f\u8a8d\u3067\u3082\u3001\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3057\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u627f\u8a8d\u66f8\u3068\u5909\u66f4\u901a\u77e5\u306f\u3001\u6587\u66f8\u3054\u3068\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u3066 Cloud Storage \u306b\u7f6e\u304d\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306f JSON Lines \u306e\u5f62\u30671\u884c1\u6587\u66f8\u3068\u3057\u3001`id`\u3001`structData`\uff08\u307e\u305f\u306f `jsonData`\uff09\u3001`content`\uff08`mimeType` \u3068 Cloud Storage \u306e `uri`\uff09\u3092\u66f8\u304d\u307e\u3059\u3002\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f1\u30d5\u30a1\u30a4\u30eb200MB\u307e\u3067\u3067\u30011\u56de\u306b10\u4e07\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u53d6\u308a\u8fbc\u3081\u307e\u3059\u3002\n\n| \u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee | \u4f8b | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| `doc_type` | substitution\uff0fpcn\uff0fevaluation\uff0faudit | \u8cea\u554f\u306e\u7a2e\u985e\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n| `part_no` | C-10-4471\u3001C-10-4472\uff08\u914d\u5217\uff09 | \u793e\u5185\u54c1\u756a\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n| `mfr_part_no` | GRM31CR71H475KA12\uff08\u914d\u5217\u3002\u672b\u5c3e\u306e\u8a18\u53f7\u3092\u9664\u3044\u305f\u5f62\uff09 | \u578b\u756a\u3067\u306e\u7d5e\u308a\u8fbc\u307f |\n| `supplier_code` | S-0182 | \u4ed5\u5165\u5148\u306e\u7d5e\u308a\u8fbc\u307f |\n| `approval_doc_no` | QA-SUB-2025-0418 | \u4e00\u89a7\u306e\u884c\u3068\u306e\u7167\u3089\u3057\u5408\u308f\u305b |\n| `pcn_eval_status` | open\uff0fclosed | \u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u306e\u691c\u51fa |\n| `issued_on` | 2025-11-04 | \u65b0\u3057\u3044\u9806\u306e\u4e26\u3079\u66ff\u3048 |\n\n**\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3046\u9805\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u30b9\u30ad\u30fc\u30de\u3067\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u6587\u5b57\u306e\u9805\u76ee\u306f `ANY()` \u3067\u5b8c\u5168\u4e00\u81f4\u3001\u6570\u5024\u3068\u65e5\u4ed8\u306f\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3067\u6bd4\u3079\u3001`AND`\uff0f`OR` \u3068 `NOT` \u3067\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002\u65e5\u4ed8\u306f ISO 8601 \u306e\u6587\u5b57\u5217\u3067\u66f8\u3051\u307e\u3059\u3002**\u7d22\u5f15\u53ef\u80fd\u306b\u3057\u3066\u3082\u3001\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u306a\u3044\u9805\u76ee\u304c\u3042\u308b**\u3068\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u8a66\u3057\u306b\u7d5e\u308a\u8fbc\u307f\u3092\u6295\u3052\u3066\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u8cea\u554f\u306e\u7a2e\u985e | \u7d5e\u308a\u8fbc\u307f |\n|:--|:--|\n| \u4ee3\u66ff\u54c1 | `part_no: ANY(\"C-10-4471\") AND doc_type: ANY(\"substitution\", \"evaluation\")` |\n| \u5909\u66f4\u901a\u77e5\u306e\u78ba\u8a8d | `mfr_part_no: ANY(\"GRM31CR71H475KA12\") AND doc_type: ANY(\"pcn\")` |\n| \u4ed5\u5165\u5148 | `supplier_code: ANY(\"S-0182\") AND doc_type: ANY(\"audit\")` |\n\n**`ANY()` \u306f\u5b8c\u5168\u4e00\u81f4\u306a\u306e\u3067\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u54c1\u756a\u306f\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u305f\u5f62\u3067\u5165\u308c\u307e\u3059\u3002** \u672b\u5c3e\u306e\u5305\u88c5\u306e\u8a18\u53f7\u3092\u9664\u3044\u305f\u5f62\u3068\u3001\u5143\u306e\u5f62\u306e\u4e21\u65b9\u3092\u6301\u305f\u305b\u3001\u7d5e\u308a\u8fbc\u307f\u306b\u306f\u305d\u308d\u3048\u305f\u5f62\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u54c1\u756a\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u5168\u89d2\u3068\u534a\u89d2\u3001\u30cf\u30a4\u30d5\u30f3\u306e\u6709\u7121\u3001\u672b\u5c3e\u306e\u5305\u88c5\u306e\u8a18\u53f7\uff08\u30c6\u30fc\u30d7\u30fb\u30ea\u30fc\u30eb\u306a\u3069\uff09\u3092\u3001\u54c1\u76ee\u30de\u30b9\u30bf\u306e\u898f\u5247\u3067\u540c\u3058\u5f62\u306b\u3057\u307e\u3059\n2. **\u793e\u5185\u54c1\u756a\u3068\u578b\u756a\u3092\u7d50\u3076** \u2026 \u54c1\u76ee\u30de\u30b9\u30bf\u306e\u5bfe\u5fdc\u304b\u3089\u3001\u8cea\u554f\u306e\u54c1\u756a\u3092\u3082\u3046\u4e00\u65b9\u306e\u756a\u53f7\u306b\u3082\u7f6e\u304d\u63db\u3048\u3001\u4e21\u65b9\u3067\u4e00\u89a7\u3092\u5f15\u304d\u307e\u3059\n3. **\u4e00\u89a7\u3092\u5f15\u304f** \u2026 \u54c1\u756a\u3068\u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u306e\u5b8c\u5168\u4e00\u81f4\u3067\u884c\u3092\u53d6\u308a\u307e\u3059\u3002**\u4e00\u81f4\u304c\u7121\u3044\u3068\u304d\u306b\u3001\u8fd1\u3044\u54c1\u756a\u3092\u63a2\u3057\u306b\u884c\u304d\u307e\u305b\u3093**\n4. **\u627f\u8a8d\u66f8\u3092\u898b\u51fa\u3057\u4ed8\u304d\u3067\u5206\u5272\u3059\u308b** \u2026 \u627f\u8a8d\u66f8\u306e\u300c\u9069\u7528\u7bc4\u56f2\u300d\u306e\u6bb5\u843d\u306b\u3001\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3068\u898b\u51fa\u3057\u304c\u4ed8\u304f\u3088\u3046\u306b\u3057\u307e\u3059\n5. **\u5909\u66f4\u901a\u77e5\u306e\u8a55\u4fa1\u306e\u72b6\u614b\u3092\u4ed8\u3051\u308b** \u2026 \u54c1\u8cea\u4fdd\u8a3c\u90e8\u306e\u8a55\u4fa1\u306e\u53f0\u5e33\u304b\u3089 `pcn_eval_status` \u3092\u4ed8\u3051\u76f4\u3057\u307e\u3059\n6. **\u53e4\u3044\u627f\u8a8d\u66f8\u3092\u78ba\u304b\u3081\u308b** \u2026 \u30b9\u30ad\u30e3\u30f3\u3057\u305f\u53e4\u3044\u627f\u8a8d\u66f8\u306f\u3001\u9069\u7528\u7bc4\u56f2\u304c\u8aad\u3081\u3066\u3044\u308b\u304b\u309220\u4ef6\u307b\u3069\u629c\u304d\u51fa\u3057\u3066\u78ba\u304b\u3081\u307e\u3059\n\n**4\u756a\u76ee\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u308b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u306f PDF\u30fbDOCX \u306a\u3069\u306e\u8868\u3068\u898b\u51fa\u3057\u3092\u691c\u51fa\u3057\u3001**\u5206\u5272\u306e\u5927\u304d\u3055\u306f100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a\u306f500\uff09\u3067\u3001`includeAncestorHeadings` \u306f\u65e2\u5b9a\u3067\u7121\u52b9\u3001\u5206\u5272\u306e\u8a2d\u5b9a\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4f5c\u3063\u305f\u5f8c\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u305b\u3093\u3002** \u9069\u7528\u7bc4\u56f2\u306e\u6bb5\u843d\u306b\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3068\u3001**\u3069\u306e\u627f\u8a8d\u66f8\u306e\u6761\u4ef6\u304b\u5206\u304b\u3089\u306a\u3044\u5f15\u7528\u304c\u8fd4\u308a\u307e\u3059\u3002**\n\n**3\u756a\u76ee\u3092\u5b88\u308b\u306e\u304c\u3001\u3053\u306e\u69cb\u6210\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u524d\u51e6\u7406\u3067\u3059\u3002** \u4e00\u89a7\u306b\u884c\u304c\u7121\u3044\u3053\u3068\u306f\u3001\u305d\u308c\u81ea\u4f53\u304c\u7b54\u3048\u3067\u3059\u3002**\u8fd1\u3044\u54c1\u756a\u3092\u4e26\u3079\u308b\u3068\u3001\u8aad\u3080\u4eba\u306f\u300c\u627f\u8a8d\u6e08\u307f\u306e\u5019\u88dc\u300d\u3068\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u691c\u7d22\u3068\u56de\u7b54\u306e\u4f5c\u6210\u306f\u3001answer \u30e1\u30bd\u30c3\u30c9\u306b\u4efb\u305b\u307e\u3059\u3002** \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6e21\u3059\u306e\u306f\u3001\u8cea\u554f\u306e\u6587\u3001\u7d5e\u308a\u8fbc\u307f\u3001\u6307\u793a\u306e\u524d\u7f6e\u304d\uff08`preamble`\uff09\u3067\u3059\u3002**\u627f\u8a8d\u306e\u72b6\u614b\u306f\u524d\u7f6e\u304d\u306e\u4e2d\u3067\u300c\u4e00\u89a7\u3067\u306f\u3053\u3046\u300d\u3068\u6e21\u3057\u3001AI\u306b\u306f\u72b6\u614b\u3092\u5224\u65ad\u3055\u305b\u307e\u305b\u3093\u3002**\n\n| \u8a2d\u5b9a | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `includeCitations` | \u6709\u52b9 | \u7b54\u3048\u306e\u6587\u3054\u3068\u306b\u5f15\u7528\u3092\u4ed8\u3051\u308b\u3002\u65e2\u5b9a\u306f\u7121\u52b9 |\n| `ignoreLowRelevantContent` | \u6709\u52b9 | \u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u306f\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044 |\n| `ignoreNonAnswerSeekingQuery` | \u6709\u52b9 | \u3042\u3044\u3055\u3064\u3084\u96d1\u8ac7\u306b\u7b54\u3048\u3092\u4f5c\u3089\u306a\u3044 |\n| `groundingSpec` \u306e `filteringLevel` | `FILTERING_LEVEL_HIGH` | \u6839\u62e0\u306e\u5f31\u3044\u7b54\u3048\u3092\u843d\u3068\u3059 |\n| `includeGroundingSupports` | \u6709\u52b9 | \u6587\u3054\u3068\u306e\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3092\u53d7\u3051\u53d6\u308b |\n| `maxReturnResults` | 10 | \u65e2\u5b9a\u306f10\u3001\u4e0a\u9650\u306f25 |\n\n**\u95a2\u9023\u306e\u8584\u3044\u7d50\u679c\u3057\u304b\u7121\u3044\u3068\u304d\u3001answer \u306f\u7b54\u3048\u306e\u4ee3\u308f\u308a\u306b\u7406\u7531\u3092\u8fd4\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u95a2\u9023\u304c\u8584\u3044\u3068 `NO_RELEVANT_CONTENT`\u3001\u6839\u62e0\u306e\u57fa\u6e96\u306b\u5c4a\u304b\u306a\u3044\u3068 `LOW_GROUNDED_CONTENT` \u304c `answerSkippedReasons` \u306b\u5165\u308a\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u300c\u627f\u8a8d\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u300d\u3068\u3057\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3057\u307e\u3059\u3002**\n\n**\u751f\u6210AI\u306b\u3055\u305b\u308b\u3053\u3068\u306f\u30013\u3064\u306b\u9650\u308a\u307e\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab |\n|:--|:--|\n| \u6761\u4ef6\u306e\u5f15\u7528 | \u627f\u8a8d\u66f8\u306e\u9069\u7528\u7bc4\u56f2\uff08\u88fd\u54c1\u30fb\u9867\u5ba2\u30fb\u671f\u9650\uff09\u3092\u539f\u6587\u306e\u307e\u307e |\n| \u7d4c\u7def\u306e\u5f15\u7528 | \u8a55\u4fa1\u306e\u7d50\u679c\u3068\u627f\u8a8d\u3057\u305f\u65e5\u3001\u627f\u8a8d\u66f8\u306e\u756a\u53f7 |\n| \u5909\u66f4\u901a\u77e5\u306e\u8981\u65e8 | \u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308c\u3070\u3001\u5909\u66f4\u306e\u5185\u5bb9\u3068\u5b9f\u65bd\u306e\u6642\u671f\u3092\u539f\u6587\u306e\u307e\u307e |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u627f\u8a8d\u6e08\u307f\u304b\u306e\u5224\u65ad | \u72b6\u614b\u306f\u4e00\u89a7\u306e\u884c\u304c\u6c7a\u3081\u308b |\n| \u4ee3\u66ff\u54c1\u3068\u3057\u3066\u4f7f\u3048\u308b\u304b\u306e\u5224\u65ad | \u7279\u6027\u30fb\u5f62\u72b6\u30fb\u4fe1\u983c\u6027\u306e\u540c\u7b49\u6027\u306f\u54c1\u8cea\u4fdd\u8a3c\u3068\u8a2d\u8a08\u304c\u8a55\u4fa1\u3059\u308b |\n| \u4f3c\u305f\u54c1\u756a\u306e\u63d0\u6848 | \u672b\u5c3e\u306e\u8a18\u53f7\u304c\u9055\u3048\u3070\u5225\u306e\u90e8\u54c1\u3002\u627f\u8a8d\u306e\u5916\u306e\u3082\u306e\u3092\u5019\u88dc\u306b\u898b\u305b\u306a\u3044 |\n| \u6761\u4ef6\u3092\u4f7f\u3046\u88fd\u54c1\u306b\u5f53\u3066\u306f\u3081\u308b\u7d50\u8ad6 | \u9069\u7528\u7bc4\u56f2\u306e\u66f8\u304d\u65b9\u306f\u3070\u3089\u3070\u3089\u3002\u5f53\u3066\u306f\u307e\u308b\u304b\u306f\u4eba\u304c\u8aad\u3080 |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300cC-10-4471 \u306e\u4ee3\u66ff\u306f\u300d\u3068\u805e\u304f\u3068\u3001\u751f\u6210AI\u306f\u540c\u3058\u5bb9\u91cf\u306e\u5225\u30e1\u30fc\u30ab\u30fc\u306e\u90e8\u54c1\u3092\u300c\u5019\u88dc\u300d\u3068\u3057\u3066\u6319\u3052\u304c\u3061\u3067\u3059\u3002**\u627f\u8a8d\u306e\u5916\u306e\u90e8\u54c1\u3092\u5019\u88dc\u3068\u3057\u3066\u898b\u305b\u308b\u3068\u3001\u305d\u308c\u3060\u3051\u3067\u8a2d\u8a08\u8005\u306f\u8a66\u4f5c\u306b\u4f7f\u3044\u59cb\u3081\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nanswer \u30e1\u30bd\u30c3\u30c9\u306e `promptSpec` \u306e `preamble` \u306b\u3001\u6b21\u306e\u6307\u793a\u3092\u5165\u308c\u307e\u3059\u3002`{}` \u306e\u4e2d\u306f\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u57cb\u3081\u307e\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u54c1\u8cea\u4fdd\u8a3c\u90e8\u3067\u3001\u90e8\u54c1\u3068\u4ed5\u5165\u5148\u306e\u627f\u8a8d\u306e\u6761\u4ef6\u3092\u793e\u5185\u306b\u6848\u5185\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u691c\u7d22\u7d50\u679c\uff08\u4ee3\u66ff\u54c1\u306e\u627f\u8a8d\u66f8\u3001\u5909\u66f4\u901a\u77e5\u3001\u8a55\u4fa1\u5831\u544a\u66f8\u3001\u4ed5\u5165\u5148\u306e\u76e3\u67fb\u5831\u544a\uff09\u306b\n\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u6839\u62e0\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u4e00\u89a7\u3067\u6c7a\u307e\u3063\u3066\u3044\u308b\u3053\u3068\uff08\u5909\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff09\u3011\n\u5bfe\u8c61\u306e\u54c1\u756a\uff1a{part_no}\u3000\u4e00\u89a7\u306e\u72b6\u614b\uff1a{avl_status}\n\u4e00\u89a7\u306b\u8a18\u9332\u3055\u308c\u305f\u627f\u8a8d\u66f8\u306e\u756a\u53f7\uff1a{approval_doc_no}\n\u4f7f\u3046\u88fd\u54c1\uff1a{product}\n\n\u3010\u7b54\u3048\u65b9\u3011\n1. \u6700\u521d\u306b\u3001\u6839\u62e0\u306b\u3057\u305f\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u627f\u8a8d\u66f8\u306e\u300c\u9069\u7528\u7bc4\u56f2\u300d\u306b\u66f8\u304b\u308c\u305f\u88fd\u54c1\u30fb\u9867\u5ba2\u30fb\u671f\u9650\u306e\u6761\u4ef6\u3092\u3001\n   \u539f\u6587\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u8a00\u3044\u63db\u3048\u305f\u308a\u307e\u3068\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n3. \u8a55\u4fa1\u304c\u7d42\u308f\u3063\u3066\u3044\u306a\u3044\u5909\u66f4\u901a\u77e5\u304c\u3042\u308c\u3070\u3001\u5909\u66f4\u306e\u5185\u5bb9\u3068\u5b9f\u65bd\u306e\u6642\u671f\u3092\n   \u539f\u6587\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u627f\u8a8d\u6e08\u307f\u304b\u3069\u3046\u304b\u3092\u3001\u3042\u306a\u305f\u304c\u5224\u65ad\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u72b6\u614b\u306f\u4e0a\u306e\u4e00\u89a7\u306e\u72b6\u614b\u3060\u3051\u3067\u3059\u3002\n- \u4e00\u89a7\u306b\u8a18\u9332\u3055\u308c\u305f\u756a\u53f7\u3068\u9055\u3046\u627f\u8a8d\u66f8\u3092\u6839\u62e0\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u691c\u7d22\u7d50\u679c\u306b\u7121\u3044\u90e8\u54c1\u3084\u3001\u4f3c\u305f\u54c1\u756a\u3092\u5019\u88dc\u3068\u3057\u3066\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4ee3\u66ff\u54c1\u3068\u3057\u3066\u6027\u80fd\u3084\u5f62\u72b6\u304c\u540c\u7b49\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4f7f\u3046\u88fd\u54c1\u304c\u6761\u4ef6\u306b\u5f53\u3066\u306f\u307e\u308b\u304b\u3092\u7d50\u8ad6\u3068\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u6761\u4ef6\u306e\u539f\u6587\u3092\u793a\u3059\u3060\u3051\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6761\u4ef6\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u627f\u8a8d\u6e08\u307f\u304b\u3092\u5224\u65ad\u3057\u306a\u3044\u300d\u3068\u300c\u4f3c\u305f\u54c1\u756a\u3092\u6319\u3052\u306a\u3044\u300d\u3092\u4e21\u65b9\u66f8\u304f\u306e\u306f\u3001\u5225\u306e\u5931\u6557\u3060\u304b\u3089\u3067\u3059\u3002** \u524d\u8005\u306f\u72b6\u614b\u306e\u53d6\u308a\u9055\u3048\u3001\u5f8c\u8005\u306f\u627f\u8a8d\u306e\u5916\u3078\u306e\u5e83\u304c\u308a\u3067\u3059\u3002**\u3069\u3061\u3089\u304b\u4e00\u65b9\u3060\u3051\u3092\u7981\u3058\u308b\u3068\u3001\u3082\u3046\u4e00\u65b9\u306e\u5f62\u3067\u51fa\u3066\u304d\u307e\u3059\u3002**\n\n**\u4e00\u89a7\u306e\u72b6\u614b\u3092\u524d\u7f6e\u304d\u3067\u6e21\u3059\u306e\u306f\u3001\u7b54\u3048\u306e\u6587\u306e\u4e2d\u3067\u72b6\u614b\u3068\u77db\u76fe\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u6e21\u3055\u306a\u3044\u3068\u3001\u627f\u8a8d\u66f8\u306e\u672c\u6587\u306e\u300c\u627f\u8a8d\u3059\u308b\u300d\u3068\u3044\u3046\u6587\u3092\u6839\u62e0\u306b\u3001\u505c\u6b62\u4e2d\u306e\u90e8\u54c1\u3092\u300c\u627f\u8a8d\u6e08\u307f\u300d\u3068\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**answer \u306e\u5fdc\u7b54\u3068\u4e00\u89a7\u306e\u884c\u304b\u3089\u3001\u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6b21\u306e\u5f62\u306b\u7d44\u307f\u7acb\u3066\u3066\u30c1\u30e3\u30c3\u30c8\u3078\u8fd4\u3057\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001\u5fdc\u7b54\u306e `citations` \u306b\u7b54\u3048\u306e\u4e2d\u306e\u4f4d\u7f6e\uff08`startIndex`\u30fb`endIndex`\uff09\u3068\u51fa\u5178\u306e\u53c2\u7167\u304c\u5165\u308a\u3001`references` \u306b\u5206\u5272\u306e\u672c\u6587\uff08`chunkInfo` \u306e `content`\uff09\u3068\u6587\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304c\u5165\u308a\u307e\u3059\u3002**\u4f4d\u7f6e\u306f\u6587\u5b57\u3067\u306f\u306a\u304f UTF-8 \u306e\u30d0\u30a4\u30c8\u3067\u6570\u3048\u3089\u308c\u308b**\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u7b54\u3048\u306f\u30d0\u30a4\u30c8\u5217\u3067\u5207\u308a\u51fa\u3057\u307e\u3059\u3002\n\n```json\n{\n  \"question_id\": \"\",\n  \"question_type\": \"substitute | supplier\",\n  \"part_no\": \"\",\n  \"product\": \"\",\n  \"avl\": {\n    \"row_found\": true,\n    \"status\": \"approved | conditional | suspended | revoked | not_listed\",\n    \"approval_doc_no\": \"\",\n    \"supplier_code\": \"\"\n  },\n  \"conditions_quoted\": \"\",\n  \"open_pcn\": [{ \"pcn_no\": \"\", \"change\": \"\", \"effective\": \"\" }],\n  \"sources\": [{ \"doc_type\": \"\", \"doc_no\": \"\", \"quoted_text\": \"\" }],\n  \"doc_no_check\": \"matched | mismatch\",\n  \"route\": \"answered | escalate\",\n  \"escalate_reason\": \"not_listed | suspended | open_pcn | doc_mismatch | no_document | product_unclear\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`avl` \u3068 `conditions_quoted` \u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `avl` \u306f\u4e00\u89a7\u304b\u3089\u6a5f\u68b0\u7684\u306b\u5165\u308a\u3001`conditions_quoted` \u306f\u691c\u7d22\u306e\u7d50\u679c\u304b\u3089\u5165\u308a\u307e\u3059\u3002**\u753b\u9762\u3067\u306f\u72b6\u614b\u3092\u4e00\u89a7\u306e\u5074\u304b\u3089\u8868\u793a\u3057\u3001AI\u306e\u6587\u306f\u6761\u4ef6\u306e\u6b04\u306b\u3057\u304b\u51fa\u3057\u307e\u305b\u3093\u3002**\n\n**2\u3064\u76ee\u306f\u3001`doc_no_check` \u3067\u53d6\u308a\u9055\u3048\u3092\u6b62\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `sources` \u306e\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304c `avl.approval_doc_no` \u3068\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070 `mismatch` \u306b\u3057\u3001\u7b54\u3048\u3092\u8fd4\u3055\u305a\u306b `escalate` \u306b\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`escalate_reason` \u3067\u54c1\u8cea\u4fdd\u8a3c\u306e\u5f85\u3061\u884c\u5217\u3092\u4ed5\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\u306f\u627f\u8a8d\u7533\u8acb\u306e\u53d7\u4ed8\u3001\u505c\u6b62\u4e2d\u306e\u3082\u306e\u306f\u4ee3\u308f\u308a\u306e\u90e8\u54c1\u306e\u76f8\u8ac7\u3001\u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u306f\u8a55\u4fa1\u306e\u62c5\u5f53\u3068\u3001**\u3059\u308b\u3053\u3068\u304c\u9055\u3044\u307e\u3059\u3002**\n\n| `avl.status` | \u8fd4\u3057\u65b9 |\n|:--|:--|\n| `approved` | \u72b6\u614b\u3068\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3092\u8fd4\u3059\u3002\u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308c\u3070 `escalate` |\n| `conditional` | \u72b6\u614b\u3068\u6761\u4ef6\u306e\u5f15\u7528\u3092\u8fd4\u3059\u3002\u4f7f\u3046\u88fd\u54c1\u304c\u7a7a\u306a\u3089 `product_unclear` \u3092\u6dfb\u3048\u308b |\n| `suspended`\uff0f`revoked` | \u7b54\u3048\u3092\u4f5c\u3089\u305a `escalate` |\n| `not_listed` | \u300c\u4e00\u89a7\u306b\u7121\u3044\u300d\u3068\u8fd4\u3057\u3001\u627f\u8a8d\u7533\u8acb\u306e\u6848\u5185\u3092\u6dfb\u3048\u3066 `escalate` |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8 | \u8cea\u554f\u306e\u53d7\u3051\u53d6\u308a\u3068\u8fd4\u4e8b | \u8cea\u554f\u306e\u7a2e\u985e\u30fb\u54c1\u756a\u30fb\u4f7f\u3046\u88fd\u54c1\u3092\u53d7\u3051\u3001\u7b54\u3048\u3092\u8fd4\u3059 |\n| \u4e00\u89a7\u306e\u5199\u3057\uff08BigQuery\uff09 | \u8aad\u307f\u53d6\u308a | \u54c1\u756a\u3068\u4ed5\u5165\u5148\u30b3\u30fc\u30c9\u306e\u5b8c\u5168\u4e00\u81f4\u3067\u884c\u3092\u5f15\u304f |\n| \u54c1\u76ee\u30de\u30b9\u30bf | \u8aad\u307f\u53d6\u308a | \u793e\u5185\u54c1\u756a\u3068\u578b\u756a\u306e\u5bfe\u5fdc\u3092\u5f15\u304f |\n| Agent Search \u306e answer \u30e1\u30bd\u30c3\u30c9 | \u4e2d\u7d99\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u306e\u547c\u3073\u51fa\u3057 | \u7d5e\u308a\u8fbc\u307f\u3068\u524d\u7f6e\u304d\u3092\u4ed8\u3051\u3066\u6761\u4ef6\u3092\u5f15\u304b\u305b\u308b |\n| \u6587\u66f8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u767b\u9332\u306e\u901a\u77e5\u3068\u8aad\u307f\u53d6\u308a | \u627f\u8a8d\u66f8\u30fb\u5909\u66f4\u901a\u77e5\u306e\u767b\u9332\u3092\u53d7\u3051\u3066\u5165\u308c\u76f4\u3059 |\n| \u54c1\u8cea\u4fdd\u8a3c\u306e\u5f85\u3061\u884c\u5217 | \u66f8\u304d\u8fbc\u307f | \u56de\u3059\u8cea\u554f\u3068\u4e00\u89a7\u306e\u884c\u3001\u691c\u7d22\u306e\u7d50\u679c\u3092\u6e21\u3059 |\n\n**\u4e00\u89a7\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u691c\u7d22\u306e\u7d50\u679c\u3068\u4e00\u89a7\u304c\u98df\u3044\u9055\u3063\u3066\u3044\u3066\u3082\u3001**\u4e00\u89a7\u3092\u76f4\u3059\u306e\u306f\u54c1\u8cea\u4fdd\u8a3c\u90e8\u306e\u62c5\u5f53\u3067\u3059\u3002** \u98df\u3044\u9055\u3044\u306f\u5f85\u3061\u884c\u5217\u306b\u300c\u4e00\u89a7\u306e\u66f4\u65b0\u6f0f\u308c\u306e\u7591\u3044\u300d\u3068\u3057\u3066\u6e21\u3057\u307e\u3059\u3002\n\n**\u627f\u8a8d\u7533\u8acb\u306e\u8d77\u7968\u3082\u3057\u307e\u305b\u3093\u3002** \u4e00\u89a7\u306b\u7121\u3044\u54c1\u756a\u306f\u3001\u7533\u8acb\u306e\u69d8\u5f0f\u3078\u306e\u6848\u5185\u3092\u8fd4\u3059\u3060\u3051\u306b\u3057\u307e\u3059\u3002**\u7533\u8acb\u3092\u51fa\u3059\u304b\u3069\u3046\u304b\u306f\u3001\u8a2d\u8a08\u3068\u8cfc\u8cb7\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **\u5f15\u7528\u306e\u78ba\u8a8d\uff08\u8cea\u554f\u3057\u305f\u4eba\uff09** \u2026 \u6761\u4ef6\u306e\u5f15\u7528\u304b\u3089\u627f\u8a8d\u66f8\u3092\u958b\u304d\u3001\u4f7f\u3046\u88fd\u54c1\u304c\u9069\u7528\u7bc4\u56f2\u306b\u5165\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u3078\u306e\u56de\u7b54\uff08\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\uff09** \u2026 \u4e00\u89a7\u306b\u7121\u3044\u3082\u306e\u3001\u505c\u6b62\u4e2d\u306e\u3082\u306e\u3001\u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308b\u3082\u306e\u306b\u7b54\u3048\u307e\u3059\n3. **\u4e00\u89a7\u306e\u66f4\u65b0\u6f0f\u308c\u306e\u78ba\u8a8d\uff08\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\uff09** \u2026 \u98df\u3044\u9055\u3044\u304c\u51fa\u305f\u884c\u3092\u78ba\u304b\u3081\u3001\u4e00\u89a7\u3092\u76f4\u3057\u307e\u3059\n4. **\u7b54\u3048\u306e\u5f53\u305f\u308a\u5916\u308c\uff08\u8cea\u554f\u3057\u305f\u4eba\uff09** \u2026 \u7b54\u3048\u304c\u5f79\u306b\u7acb\u3063\u305f\u304b\u3092\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u30dc\u30bf\u30f3\u3067\u6b8b\u3057\u307e\u3059\n\n**\u76ee\u5b89\u306f\u3001360\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef68\u5206\u3067\u3059\u3002** \u8cea\u554f\u3057\u305f\u4eba\u304c\u627f\u8a8d\u66f8\u3092\u958b\u3044\u3066\u6761\u4ef6\u3092\u78ba\u304b\u3081\u308b\u6642\u9593\u3068\u3001\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\u304c\u56de\u3063\u3066\u304d\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b\u6642\u9593\u3092\u5408\u308f\u305b\u305f\u5e73\u5747\u3067\u3059\u3002**\u56de\u308b\u8cea\u554f\u306f2\u5272\u5f37\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3001\u305d\u308c\u3088\u308a\u591a\u3044\u6708\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u54c1\u756a\u304c\u8db3\u308a\u3066\u3044\u306a\u3044\u304b\u3001\u5909\u66f4\u901a\u77e5\u306e\u8a55\u4fa1\u304c\u6ede\u3063\u3066\u3044\u307e\u3059\u3002**\n\n**\u6761\u4ef6\u4ed8\u304d\u306e\u627f\u8a8d\u306f\u3001\u5fc5\u305a\u539f\u6587\u3092\u958b\u3044\u3066\u3082\u3089\u3044\u307e\u3059\u3002** \u5f15\u7528\u306f\u9069\u7528\u7bc4\u56f2\u306e\u6bb5\u843d\u3060\u3051\u306a\u306e\u3067\u3001**\u5225\u7d19\u3067\u6761\u4ef6\u304c\u8db3\u3055\u308c\u3066\u3044\u308b\u627f\u8a8d\u66f8\u306f\u3001\u672c\u6587\u3092\u958b\u304b\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u305b\u3093\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u4e00\u89a7\u306b\u884c\u304c\u7121\u3044 | `not_listed`\u3002**\u8fd1\u3044\u54c1\u756a\u3092\u63a2\u3055\u305a**\u3001\u627f\u8a8d\u7533\u8acb\u306e\u6848\u5185\u3092\u6dfb\u3048\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078 |\n| \u72b6\u614b\u304c\u505c\u6b62\u30fb\u53d6\u6d88 | \u7b54\u3048\u3092\u4f5c\u3089\u305a\u54c1\u8cea\u4fdd\u8a3c\u3078\u3002\u505c\u6b62\u306e\u7406\u7531\u306f\u54c1\u8cea\u4fdd\u8a3c\u304c\u4f1d\u3048\u308b |\n| \u8a55\u4fa1\u4e2d\u306e\u5909\u66f4\u901a\u77e5\u304c\u3042\u308b | `open_pcn`\u3002\u5909\u66f4\u306e\u5185\u5bb9\u3060\u3051\u3092\u6dfb\u3048\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078 |\n| \u5f15\u7528\u306e\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304c\u4e00\u89a7\u3068\u9055\u3046 | `doc_mismatch`\u3002\u4e00\u89a7\u306e\u66f4\u65b0\u6f0f\u308c\u306e\u7591\u3044\u3068\u3057\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078 |\n| \u627f\u8a8d\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\uff08`NO_RELEVANT_CONTENT`\uff09 | `no_document`\u3002\u627f\u8a8d\u66f8\u306e\u767b\u9332\u6f0f\u308c\u3092\u7591\u3046 |\n| \u6839\u62e0\u304c\u5f31\u3044\uff08`LOW_GROUNDED_CONTENT`\uff09 | \u7b54\u3048\u3092\u8fd4\u3055\u305a\u3001\u691c\u7d22\u306e\u7d50\u679c\u306e\u6587\u66f8\u540d\u3060\u3051\u3092\u6dfb\u3048\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078 |\n| \u54c1\u756a\u304c\u54c1\u76ee\u30de\u30b9\u30bf\u306b\u7121\u3044 | \u6253\u3061\u9593\u9055\u3044\u3092\u7591\u3044\u3001\u8cea\u554f\u3057\u305f\u4eba\u306b\u805e\u304d\u8fd4\u3059 |\n| answer \u306e\u5fdc\u7b54\u304c\u5931\u6557\u3059\u308b | \u4e00\u89a7\u306e\u72b6\u614b\u3060\u3051\u3092\u8fd4\u3057\u3001\u6761\u4ef6\u306f\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3059 |\n\n**\u6700\u5f8c\u306e\u884c\u3067\u4e00\u89a7\u306e\u72b6\u614b\u3060\u3051\u3092\u8fd4\u305b\u308b\u306e\u306f\u3001\u72b6\u614b\u3092\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u306b\u983c\u3063\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002** \u691c\u7d22\u304c\u6b62\u307e\u3063\u3066\u3082\u3001\u300c\u627f\u8a8d\u6e08\u307f\u304b\u300d\u306b\u306f\u7b54\u3048\u3089\u308c\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u53d7\u3051\u53d6\u3063\u305f\u8cea\u554f\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3001\u54c1\u756a\u3001\u4f7f\u3046\u88fd\u54c1\u3001\u8cea\u554f\u3057\u305f\u4eba\n- **\u305d\u306e\u3068\u304d\u5f15\u3044\u305f\u4e00\u89a7\u306e\u884c\u306e\u5185\u5bb9**\n- \u6e21\u3057\u305f\u7d5e\u308a\u8fbc\u307f\u3068\u524d\u7f6e\u304d\u3001answer \u306e\u5fdc\u7b54\u306e\u5168\u6587\uff08\u7b54\u3048\u3001\u5f15\u7528\u3001\u6839\u62e0\u306e\u30b9\u30b3\u30a2\u3001`answerSkippedReasons`\uff09\n- \u627f\u8a8d\u66f8\u306e\u756a\u53f7\u306e\u7167\u5408\u306e\u7d50\u679c\u3068\u3001\u56de\u3057\u305f\u7406\u7531\n- \u8cea\u554f\u3057\u305f\u4eba\u304c\u4ed8\u3051\u305f\u5f53\u305f\u308a\u5916\u308c\u3068\u3001\u54c1\u8cea\u4fdd\u8a3c\u304c\u7b54\u3048\u305f\u5185\u5bb9\n\n**2\u884c\u76ee\u3067\u4e00\u89a7\u306e\u884c\u3092\u6b8b\u3059\u306e\u306f\u3001\u72b6\u614b\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u90e8\u54c1\u304c\u5f8c\u3067\u505c\u6b62\u306b\u306a\u3063\u305f\u3068\u304d\u3001**\u8cea\u554f\u306e\u6642\u70b9\u3067\u627f\u8a8d\u3060\u3063\u305f\u306e\u304b\u3001\u3059\u3067\u306b\u505c\u6b62\u3060\u3063\u305f\u306e\u304b**\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3001\u8aa4\u3063\u305f\u7b54\u3048\u3060\u3063\u305f\u306e\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002","minimal_setup":"1. \u5148\u6708\u306e\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u3001\u8cea\u554f\u309220\u4ef6\u9078\u3076\uff08\u4ee3\u66ff\u54c115\u4ef6\u3001\u4ed5\u5165\u51485\u4ef6\u3002**\u6761\u4ef6\u4ed8\u304d\u306e\u627f\u8a8d\u30925\u4ef6\u4ee5\u4e0a\u5165\u308c\u308b**\uff09\n2. \u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u4e00\u89a7\u306e\u884c\u3068\u3001\u5f53\u6642\u6839\u62e0\u306b\u3057\u305f\u627f\u8a8d\u66f8\u30fb\u5909\u66f4\u901a\u77e5\u3092\u96c6\u3081\u308b\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b\u3001\u627f\u8a8d\u66f8\u3068\u5909\u66f4\u901a\u77e5\u3060\u3051\u3092\u8cbc\u308a\u4ed8\u3051\u3001\u4e00\u89a7\u306e\u72b6\u614b\u306f\u6587\u3067\u6dfb\u3048\u308b\n4. \u300c\u4e00\u89a7\u306e\u72b6\u614b\u306f\u5909\u3048\u305a\u306b\u3001\u627f\u8a8d\u66f8\u306e\u9069\u7528\u7bc4\u56f2\u306e\u6761\u4ef6\u3092\u539f\u6587\u306e\u307e\u307e\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4f3c\u305f\u54c1\u756a\u3092\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u5f53\u6642\u306e\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\u306e\u7b54\u3048\u3068\u6bd4\u3079\u308b\n\n**\u6700\u5c0f\u69cb\u6210\u3067\u78ba\u304b\u3081\u305f\u3044\u306e\u306f\u3001\u627f\u8a8d\u66f8\u306e\u66f8\u304d\u65b9\u3067\u6761\u4ef6\u3092\u5f15\u3051\u308b\u304b\u3067\u3059\u3002** \u4e00\u89a7\u3092\u5f15\u304f\u306e\u306f\u307e\u3060\u4eba\u3067\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u7b54\u3048\u3068\u540c\u3058\u6761\u4ef6\u304c\u51fa\u305f | **\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u3066\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u306b\u9032\u3080** |\n| \u4f3c\u305f\u54c1\u756a\u3092\u5019\u88dc\u3068\u3057\u3066\u6319\u3052\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u9069\u7528\u7bc4\u56f2\u304c\u627f\u8a8d\u66f8\u306b\u66f8\u304b\u308c\u3066\u304a\u3089\u305a\u7b54\u3048\u3089\u308c\u306a\u3044 | **\u627f\u8a8d\u66f8\u306e\u69d8\u5f0f\u3092\u76f4\u3059\u306e\u304c\u5148\u3002** AI\u306e\u554f\u984c\u3067\u306f\u306a\u3044 |","minimal_setup_short":"\u4eba\u304c\u96c6\u3081\u305f\u627f\u8a8d\u66f8\u3092AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u6761\u4ef6\u3092\u5f15\u7528\u3055\u305b\u308b \uff0f \u6761\u4ef6\u306e\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u51fa\u3057","semi_auto_setup":"\u4e0a\u8a18\uff0b\u627f\u8a8d\u66f8\u3068\u5909\u66f4\u901a\u77e5\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4ed8\u3051\u3066\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u306b\u5165\u308c\u3001\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\u304c\u691c\u7d22\u306e\u753b\u9762\u3067\u63a2\u3059 \uff0f \u6587\u66f8\u306e\u691c\u7d22\u3068\u3001\u54c1\u756a\u3067\u306e\u7d5e\u308a\u8fbc\u307f","full_setup":"\u4e0a\u8a18\uff0b\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u3092\u8d77\u70b9\u306b\u4e00\u89a7\u3092\u81ea\u52d5\u3067\u5f15\u304d\u3001\u6761\u4ef6\u3092\u5f15\u7528\u3057\u3001\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3092\u7167\u3089\u3057\u3066\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3059 \uff0f \u8cea\u554f\u3078\u306e\u56de\u7b54\u306e\u5168\u4f53","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef625\u5206\u304c15\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u627f\u8a8d\u66f8\u3068\u5909\u66f4\u901a\u77e5\u306f\u63a2\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\u304c\u4e00\u89a7\u3092\u5f15\u304f\u3053\u3068\u3001\u691c\u7d22\u306e\u753b\u9762\u3092\u958b\u304f\u3053\u3068\u3001\u8fd4\u4e8b\u3092\u66f8\u304f\u3053\u3068\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30678\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\u30671\u304b\u6708\u56de\u3059\u3068\u3001**\u54c1\u76ee\u30de\u30b9\u30bf\u306b\u578b\u756a\u306e\u5bfe\u5fdc\u304c\u7121\u3044\u90e8\u54c1\u3068\u3001\u9069\u7528\u7bc4\u56f2\u306e\u66f8\u304d\u65b9\u304c\u305d\u308d\u3063\u3066\u3044\u306a\u3044\u627f\u8a8d\u66f8**\u306e\u6570\u304c\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u4f3c\u305f\u54c1\u756a\u306e\u627f\u8a8d\u66f8\u3092\u6839\u62e0\u306b\u300c\u627f\u8a8d\u6e08\u307f\u300d\u3068\u66f8\u304f | **\u72b6\u614b\u306f\u4e00\u89a7\u304b\u3089\u5f15\u304d\u3001\u5f15\u7528\u306e\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u3092\u4e00\u89a7\u3068\u7167\u3089\u3059** |\n| \u627f\u8a8d\u306e\u5916\u306e\u90e8\u54c1\u3092\u300c\u5019\u88dc\u300d\u3068\u3057\u3066\u6319\u3052\u308b | \u524d\u7f6e\u304d\u3067\u7981\u3058\u3001**\u4e00\u89a7\u306b\u7121\u3051\u308c\u3070\u8fd1\u3044\u54c1\u756a\u3092\u63a2\u3055\u306a\u3044** |\n| \u672b\u5c3e\u306e\u8a18\u53f7\u306e\u9055\u3044\u3067\u7d5e\u308a\u8fbc\u307f\u304b\u3089\u6f0f\u308c\u308b | \u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3001\u305d\u308d\u3048\u305f\u5f62\u3068\u5143\u306e\u5f62\u306e\u4e21\u65b9\u3092\u5165\u308c\u308b |\n| \u5909\u66f4\u901a\u77e5\u304c\u578b\u756a\u3067\u3057\u304b\u767b\u9332\u3055\u308c\u3066\u3044\u306a\u3044 | \u54c1\u76ee\u30de\u30b9\u30bf\u306e\u5bfe\u5fdc\u3067\u3001\u793e\u5185\u54c1\u756a\u3082\u4ed8\u3051\u308b |\n| \u505c\u6b62\u306b\u3057\u305f\u90e8\u54c1\u304c\u7fcc\u671d\u307e\u3067\u627f\u8a8d\u3067\u8fd4\u308b | \u505c\u6b62\u30fb\u53d6\u6d88\u306f\u305d\u306e\u884c\u3060\u3051\u3092\u3059\u3050\u306b\u5199\u3059 |\n| \u9069\u7528\u7bc4\u56f2\u306e\u6bb5\u843d\u306b\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u304c\u4ed8\u304b\u306a\u3044 | `includeAncestorHeadings` \u3092\u6709\u52b9\u306b\u3059\u308b\u3002**\u4f5c\u3063\u305f\u5f8c\u306f\u5909\u3048\u3089\u308c\u306a\u3044** |\n| \u5f15\u7528\u306e\u4f4d\u7f6e\u3067\u65e5\u672c\u8a9e\u304c\u6587\u5b57\u5316\u3051\u3059\u308b | \u4f4d\u7f6e\u306f UTF-8 \u306e\u30d0\u30a4\u30c8\u3067\u6570\u3048\u3089\u308c\u308b\u3002**\u30d0\u30a4\u30c8\u5217\u3067\u5207\u308a\u51fa\u3059** |\n| \u4f7f\u3046\u88fd\u54c1\u304c\u6761\u4ef6\u306b\u5f53\u3066\u306f\u307e\u308b\u3068\u7d50\u8ad6\u3092\u66f8\u304f | \u6761\u4ef6\u306e\u539f\u6587\u3060\u3051\u3092\u793a\u3055\u305b\u3001\u5f53\u3066\u306f\u307e\u308b\u304b\u306f\u4eba\u304c\u8aad\u3080 |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u3001**\u627f\u8a8d\u306e\u5224\u65ad\u304cAI\u306e\u5074\u306b\u6f0f\u308c\u51fa\u3059**\u3053\u3068\u304b\u3089\u6765\u3066\u3044\u307e\u3059\u3002\u72b6\u614b\u3092\u4e00\u89a7\u306b\u3001\u540c\u7b49\u6027\u306e\u8a55\u4fa1\u3092\u54c1\u8cea\u4fdd\u8a3c\u306b\u7f6e\u3044\u305f\u307e\u307e\u306b\u3067\u304d\u308b\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u627f\u8a8d\u6e08\u307f\u90e8\u54c1\u30fb\u4ed5\u5165\u5148\u306e\u4e00\u89a7\u3001\u4ee3\u66ff\u54c1\u306e\u627f\u8a8d\u66f8\u3001\u8a55\u4fa1\u5831\u544a\u66f8\u3001\u90e8\u54c1\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u306e\u5909\u66f4\u901a\u77e5\u3001\u4ed5\u5165\u5148\u306e\u76e3\u67fb\u5831\u544a\u3067\u3059\u3002**\u5909\u66f4\u901a\u77e5\u306f\u90e8\u54c1\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u79d8\u5bc6\u4fdd\u6301\u5951\u7d04\u306e\u3082\u3068\u3067\u53d7\u3051\u53d6\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n1. **\u5909\u66f4\u901a\u77e5\u306e\u6271\u3044\u3092\u90e8\u54c1\u30e1\u30fc\u30ab\u30fc\u3068\u306e\u5951\u7d04\u3067\u78ba\u304b\u3081\u308b** \u2026 \u793e\u5185\u306e\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u306b\u5165\u308c\u3066\u3088\u3044\u304b\u3001\u898b\u3089\u308c\u308b\u4eba\u3092\u9650\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3092\u3001\u5148\u306b\u8cfc\u8cb7\u90e8\u3068\u78ba\u304b\u3081\u307e\u3059\n2. **\u4ed5\u5165\u5148\u306e\u76e3\u67fb\u5831\u544a\u306f\u898b\u3089\u308c\u308b\u4eba\u3092\u9650\u308b** \u2026 \u76e3\u67fb\u306e\u7d50\u679c\u3068\u662f\u6b63\u306e\u5185\u5bb9\u306f\u3001\u4ed5\u5165\u5148\u3068\u306e\u95a2\u4fc2\u306b\u95a2\u308f\u308a\u307e\u3059\u3002**\u8cea\u554f\u3057\u305f\u4eba\u306b\u306f\u76e3\u67fb\u306e\u7d50\u679c\u306e\u6709\u7121\u3060\u3051\u3092\u8fd4\u3057\u3001\u672c\u6587\u306f\u54c1\u8cea\u4fdd\u8a3c\u306e\u753b\u9762\u3067\u898b\u308b**\u8a2d\u8a08\u306b\u3067\u304d\u307e\u3059\n3. **\u7b54\u3048\u3092\u627f\u8a8d\u306e\u4ee3\u308f\u308a\u306b\u4f7f\u308f\u305b\u306a\u3044** \u2026 \u7b54\u3048\u306f\u4e00\u89a7\u306e\u72b6\u614b\u3068\u627f\u8a8d\u66f8\u306e\u6761\u4ef6\u306e\u6848\u5185\u307e\u3067\u3067\u3059\u3002**\u65b0\u3057\u3044\u90e8\u54c1\u3092\u4f7f\u3046\u304b\u3069\u3046\u304b\u306f\u3001\u627f\u8a8d\u7533\u8acb\u306e\u624b\u7d9a\u304d\u3067\u6c7a\u3081\u307e\u3059**\n4. **\u9867\u5ba2\u306e\u627f\u8a8d\u304c\u8981\u308b\u88fd\u54c1\u3092\u533a\u5225\u3059\u308b** \u2026 \u9867\u5ba2\u3068\u306e\u54c1\u8cea\u306e\u53d6\u308a\u6c7a\u3081\u3067\u3001\u90e8\u54c1\u306e\u5909\u66f4\u306b\u9867\u5ba2\u306e\u627f\u8a8d\u304c\u8981\u308b\u88fd\u54c1\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u306e\u88fd\u54c1\u306e\u8cea\u554f\u306f\u3001\u6761\u4ef6\u304c\u5f15\u3051\u3066\u3082\u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3059**\u898f\u5247\u3092\u8db3\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u627f\u8a8d\u3055\u308c\u3066\u3044\u306a\u3044\u90e8\u54c1\u3092\u4f7f\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u3068\u3001\u6761\u4ef6\u306e\u5916\u306e\u88fd\u54c1\u306b\u4f7f\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u72b6\u614b\u3092\u4e00\u89a7\u304b\u3089\u5f15\u304d\u756a\u53f7\u3092\u7167\u3089\u3059\u3053\u3068\u3067\u3001\u5f8c\u8005\u306f\u6761\u4ef6\u306e\u539f\u6587\u3092\u898b\u305b\u3066\u4eba\u306b\u8aad\u307e\u305b\u308b\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u96fb\u5b50\u6a5f\u5668\u30fb\u5236\u5fa1\u6a5f\u5668\u30fb\u7523\u696d\u6a5f\u68b0\u306a\u3069\u306e\u30e1\u30fc\u30ab\u30fc\u3084\u3001\u90e8\u54c1\u3092\u7d44\u307f\u8fbc\u3093\u3067\u51fa\u8377\u3059\u308b\u5546\u793e\u3067\u3001\u627f\u8a8d\u6e08\u307f\u90e8\u54c1\u30fb\u4ed5\u5165\u5148\u306e\u4e00\u89a7\uff08AVL\uff09\u3092\u54c1\u8cea\u4fdd\u8a3c\u90e8\u304c\u6301\u3061\u3001\u8a2d\u8a08\u3068\u8cfc\u8cb7\u304b\u3089\u300c\u4ee3\u308f\u308a\u306b\u4f7f\u3048\u308b\u54c1\u756a\u306f\u300d\u300c\u3053\u306e\u4ed5\u5165\u5148\u306f\u4f7f\u3048\u308b\u304b\u300d\u306e\u8cea\u554f\u304c\u6bce\u65e5\u5c4a\u304f\u5834\u5408\u3002\u4ee3\u66ff\u54c1\u306e\u627f\u8a8d\u66f8\u30fb\u90e8\u54c1\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u306e\u5909\u66f4\u901a\u77e5\uff08PCN\uff09\u30fb\u8a55\u4fa1\u5831\u544a\u66f8\u304c\u6587\u66f8\u3068\u3057\u3066\u6b8b\u3063\u3066\u304a\u308a\u3001\u4e00\u89a7\u3068\u6587\u66f8\u3092\u7167\u3089\u3059\u4f5c\u696d\u304c\u54c1\u8cea\u4fdd\u8a3c\u306e\u6570\u540d\u306b\u96c6\u307e\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u90e8\u54c1\u306e\u5165\u624b\u96e3\u3084\u751f\u7523\u7d42\u4e86\u3067\u3001\u4ee3\u66ff\u54c1\u306e\u76f8\u8ac7\u304c\u6708\u306b\u6570\u767e\u4ef6\u3042\u308b\u5834\u5408\u3002","not_recommended_for":"\u627f\u8a8d\u6e08\u307f\u90e8\u54c1\u306e\u4e00\u89a7\u304c\u7121\u304f\u3001\u3069\u306e\u54c1\u756a\u304c\u627f\u8a8d\u6e08\u307f\u304b\u3092\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u3067\u6c7a\u3081\u3066\u3044\u308b\u5834\u5408\uff08\u5148\u306b\u4e00\u89a7\u3092\u4f5c\u308b\u306e\u304c\u5148\u3067\u3059\uff09\u3002\u4ee3\u66ff\u54c1\u3068\u3057\u3066\u4f7f\u3048\u308b\u304b\u306e\u6280\u8853\u7684\u306a\u8a55\u4fa1\uff08\u96fb\u6c17\u7684\u7279\u6027\u30fb\u5f62\u72b6\u30fb\u4fe1\u983c\u6027\u306e\u540c\u7b49\u6027\u306e\u5224\u65ad\uff09\u307e\u3067AI\u306b\u4efb\u305b\u305f\u3044\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306f\u627f\u8a8d\u306e\u72b6\u614b\u3068\u6761\u4ef6\u3092\u5f15\u304f\u3060\u3051\u3067\u3001\u540c\u7b49\u6027\u3092\u5224\u65ad\u3059\u308b\u306e\u306f\u54c1\u8cea\u4fdd\u8a3c\u3068\u8a2d\u8a08\u3067\u3059\uff09\u3002\u54c1\u756a\u306e\u6570\u304c\u6570\u767e\u4ef6\u3067\u3001\u4e00\u89a7\u306e\u8868\u8a08\u7b97\u30d5\u30a1\u30a4\u30eb\u3092\u691c\u7d22\u3059\u308c\u3070\u8db3\u308a\u308b\u5834\u5408\u3002","first_step":"**1\u9031\u76ee\uff1a\u54c1\u756a\u306e\u5bfe\u5fdc\u3092\u78ba\u304b\u3081\u308b**\n\n\u54c1\u76ee\u30de\u30b9\u30bf\u3067\u3001**\u793e\u5185\u54c1\u756a\u3068\u30e1\u30fc\u30ab\u30fc\u306e\u578b\u756a\u306e\u5bfe\u5fdc\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b**\u3092\u3001\u8cea\u554f\u306e\u591a\u3044\u4e0a\u4f4d300\u54c1\u756a\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\u672b\u5c3e\u306e\u5305\u88c5\u3084RoHS\u306e\u8a18\u53f7\u3092\u3069\u3046\u6271\u3046\u304b\u306e\u898f\u5247\u3092\u3001\u54c1\u8cea\u4fdd\u8a3c\u90e8\u3068\u8cfc\u8cb7\u90e8\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u8cea\u554f20\u4ef6\u306b\u3064\u3044\u3066\u3001\u5f53\u6642\u306e\u627f\u8a8d\u66f8\u3092\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u8cbc\u308a\u3001\u6761\u4ef6\u3092\u5f15\u7528\u3055\u305b\u307e\u3059\u3002**\u4f3c\u305f\u54c1\u756a\u3092\u5019\u88dc\u3068\u3057\u3066\u6319\u3052\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u7d5e\u308a\u8fbc\u307f\u3092\u6c7a\u3081\u308b**\n\n\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u9805\u76ee\uff08\u7b2c7\u7ae0\u306e\u8868\uff09\u3068\u3001\u8cea\u554f\u306e\u7a2e\u985e\u3054\u3068\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u6c7a\u3081\u307e\u3059\u3002**\u5206\u5272\u306e\u8a2d\u5b9a\u3068 `includeAncestorHeadings` \u3082\u3001\u3053\u3053\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n**4\u9031\u76ee\uff1a\u627f\u8a8d\u66f8\u3060\u3051\u3067\u7d22\u5f15\u3092\u4f5c\u308b**\n\n\u6709\u52b9\u306a\u4ee3\u66ff\u54c1\u306e\u627f\u8a8d\u66f8\u3092\u53d6\u308a\u8fbc\u307f\u3001\u54c1\u8cea\u4fdd\u8a3c\u306e\u62c5\u5f53\u304c\u691c\u7d22\u306e\u753b\u9762\u3067\u6761\u4ef6\u3092\u5f15\u3051\u308b\u304b\u3092\u8a66\u3057\u307e\u3059\u3002**\u4e00\u89a7\u306e\u72b6\u614b\u306f\u307e\u3060\u4eba\u304c\u5f15\u304d\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5909\u66f4\u901a\u77e5\u3068\u76e3\u67fb\u5831\u544a\u3092\u5165\u308c\u3001\u4e00\u89a7\u306e\u5199\u3057\u3068\u756a\u53f7\u306e\u7167\u5408\u3092\u8db3\u3057\u3001\u7a93\u53e3\u306e\u30c1\u30e3\u30c3\u30c8\u306b\u3064\u306a\u304e\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u54c1\u8cea\u4fdd\u8a3c\u3078\u56de\u3063\u305f\u7406\u7531\u3092\u6bce\u9031\u6570\u3048\u3001\u578b\u756a\u306e\u5bfe\u5fdc\u3068\u627f\u8a8d\u66f8\u306e\u69d8\u5f0f\u3092\u76f4\u3057\u30011\u4ef625\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u54c1\u8cea\u4fdd\u8a3c\u306e\u6570\u540d\u306b\u805e\u304b\u306a\u304f\u3066\u3082\u3001\u627f\u8a8d\u306e\u72b6\u614b\u3068\u6761\u4ef6\u3092\u627f\u8a8d\u66f8\u306e\u756a\u53f7\u4ed8\u304d\u3067\u8fd4\u305b\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-1201","UC-0723","UC-0856","UC-0960"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":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"},{"id":5349,"slug":"kokoku-link-zokusei","title":"\u5e83\u544a\u306e\u30ea\u30f3\u30af\u306b\u4ed8\u3051\u308b\u6307\u5b9a\u3068\u306f\uff1f\uff5c\u691c\u7d22\u306e\u8a55\u4fa1\u3092\u5b88\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| Vertex AI Search \u304c Agent Search \u3078\u6539\u79f0\u4e2d\u3067\u3042\u308b\u3053\u3068\u3002answer \u30e1\u30bd\u30c3\u30c9\u304c\u691c\u7d22\u7d50\u679c\u304b\u3089\u56de\u7b54\u3092\u4f5c\u308b\u3053\u3068\u3002\u69cb\u9020\u5316\u30fb\u975e\u69cb\u9020\u5316\u306e\u30a2\u30d7\u30ea\u306b Enterprise \u30a8\u30c7\u30a3\u30b7\u30e7\u30f3\u304c\u8981\u308b\u3053\u3068\u3002`includeCitations`\uff08\u65e2\u5b9a\u306f\u7121\u52b9\uff09\u3001`ignoreLowRelevantContent`\u3001`ignoreNonAnswerSeekingQuery`\u3001`promptSpec` \u306e `preamble`\u3001`searchParams` \u306e `filter` \u3068 `maxReturnResults`\uff08\u65e2\u5b9a10\u3001\u4e0a\u965025\uff09\u3002`groundingSpec` \u306e `includeGroundingSupports` \u3068 `filteringLevel`\uff08`FILTERING_LEVEL_LOW`\uff0f`HIGH`\uff09\u3002`answerSkippedReasons` \u306e `NO_RELEVANT_CONTENT` \u3068 `LOW_GROUNDED_CONTENT`\u3002`citations` \u306e\u4f4d\u7f6e\u304c UTF-8 \u306e\u30d0\u30a4\u30c8\u5358\u4f4d\u3067\u3042\u308b\u3053\u3068\u3002`references` \u306e `chunkInfo` \u3068\u6587\u66f8\u306e\u30e1\u30bf\u30c7\u30fc\u30bf | [Google Cloud: Get answers and follow-ups](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/answer) | 2026-10-09 |\n| \u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092 BigQuery \u304b Cloud Storage \u306e JSON Lines\uff08NDJSON\uff09\u304b\u3089\u53d6\u308a\u8fbc\u3081\u308b\u3053\u3068\u3002\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u5bfe\u5fdc\u5f62\u5f0f\u3068\u30011\u30d5\u30a1\u30a4\u30eb200MB\u30fb1\u56de10\u4e07\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u3092 JSON Lines \u3067 `id`\u30fb`structData`\uff08\u307e\u305f\u306f `jsonData`\uff09\u30fb`content`\uff08`mimeType`\u30fb`uri`\uff09\u3068\u3057\u3066\u66f8\u304f\u3053\u3068 | [Google Cloud: Prepare data for ingesting](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/prepare-data) | 2026-10-09 |\n| \u7d5e\u308a\u8fbc\u307f\u306e `ANY()` \u304c\u5b8c\u5168\u4e00\u81f4\u3067\u3042\u308b\u3053\u3068\u3001\u6bd4\u8f03\u306e\u6f14\u7b97\u5b50\u3001`AND`\uff0f`OR`\u3001`NOT`\u3001\u65e5\u4ed8\u3092 ISO 8601 \u306e\u6587\u5b57\u5217\u3067\u6bd4\u3079\u3089\u308c\u308b\u3053\u3068\u3001\u9805\u76ee\u3092\u7d22\u5f15\u53ef\u80fd\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u7d22\u5f15\u53ef\u80fd\u3067\u3082\u7d5e\u308a\u8fbc\u307f\u306b\u4f7f\u3048\u306a\u3044\u9805\u76ee\u304c\u3042\u308b\u3053\u3068 | [Google Cloud: Filter search for structured or unstructured data](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/filter-search-metadata) | 2026-10-09 |\n| \u30ec\u30a4\u30a2\u30a6\u30c8\u30d1\u30fc\u30b5\u30fc\u304c\u8868\u3068\u898b\u51fa\u3057\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u3002\u5206\u5272\u306e\u5927\u304d\u3055\u304c100\u301c500\u30c8\u30fc\u30af\u30f3\uff08\u65e2\u5b9a500\uff09\u3001`includeAncestorHeadings` \u304c\u65e2\u5b9a\u3067\u7121\u52b9\u3001\u5206\u5272\u306e\u8a2d\u5b9a\u304c\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u4f5c\u6210\u5f8c\u306b\u5207\u308a\u66ff\u3048\u3089\u308c\u306a\u3044\u3053\u3068 | [Google Cloud: Parse and chunk documents](https:\/\/docs.cloud.google.com\/generative-ai-app-builder\/docs\/parse-chunk-documents) | 2026-10-09 |\n\n**\u90e8\u54c1\u306e\u63a1\u5426\u3068\u4ee3\u66ff\u54c1\u306e\u540c\u7b49\u6027\u306e\u8a55\u4fa1\u306f\u3001\u5404\u793e\u306e\u624b\u9806\u306b\u6cbf\u3063\u3066\u54c1\u8cea\u4fdd\u8a3c\u3068\u8a2d\u8a08\u304c\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f Google Cloud \u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[124],"uc_ai_service":[127,130,132],"uc_automation":[138],"uc_industry":[28,18],"uc_department":[52,54,50],"uc_task":[58,57],"uc_issue":[69,68,72],"uc_effect":[86,82,81],"uc_ai_function":[90],"class_list":["post-15089","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-gemini","uc_ai_service-azure-ai","uc_ai_service-vertex-ai","uc_ai_service-opensearch","uc_automation-python","uc_industry-trading","uc_industry-manufacturing","uc_department-quality-control","uc_department-rd","uc_department-procurement","uc_task-inquiry-response","uc_task-information-search","uc_issue-many-inquiries","uc_issue-cannot-find-info","uc_issue-check-errors","uc_effect-decision-support","uc_effect-faster-response","uc_effect-faster-search","uc_ai_function-rag"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/15089","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/15089\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=15089"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=15089"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=15089"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=15089"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=15089"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=15089"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=15089"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=15089"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=15089"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=15089"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}