{"id":13972,"date":"2026-09-30T09:04:00","date_gmt":"2026-09-30T00:04:00","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/waste-sorting-resident-chat\/"},"modified":"2026-09-30T09:04:00","modified_gmt":"2026-09-30T00:04:00","slug":"waste-sorting-resident-chat","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/waste-sorting-resident-chat\/","title":{"rendered":"\u4f4f\u6c11\u304b\u3089\u306e\u3054\u307f\u306e\u5206\u3051\u65b9\u30fb\u51fa\u3057\u65b9\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u5206\u5225\u8f9e\u5178\u3068\u53ce\u96c6\u65e5\u7a0b\u3092\u6839\u62e0\u306b\u30c1\u30e3\u30c3\u30c8\u3067\u7b54\u3048\u3001\u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306f\u62c5\u5f53\u8ab2\u3078\u56de\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u300c\u3053\u306e\u30d5\u30e9\u30a4\u30d1\u30f3\u306f\u4f55\u3054\u307f\u304b\u300d\u300c\u3046\u3061\u306e\u5730\u533a\u306e\u71c3\u3048\u306a\u3044\u3054\u307f\u306f\u4f55\u66dc\u65e5\u304b\u300d\u3068\u3044\u3046\u4f4f\u6c11\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u54c1\u76ee\u3068\u5730\u533a\u3092\u805e\u304d\u53d6\u308a\u3001\u5e02\u306e\u5206\u5225\u8f9e\u5178\u3068\u53ce\u96c6\u65e5\u7a0b\u3092\u5f15\u3044\u305f\u7d50\u679c\u3060\u3051\u3067\u7b54\u3048\u307e\u3059\u3002\u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306f\u7b54\u3048\u305a\u306b\u62c5\u5f53\u8ab2\u3078\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0378","platform_main":"Azure OpenAI Service","publish_date":"","last_updated":"2026-09-30","tech_verified_date":"2026-09-29","trigger":"**\u4f4f\u6c11\u304c\u30c1\u30e3\u30c3\u30c8\u7a93\u53e3\u306b\u6700\u521d\u306e\u4e00\u6587\u3092\u66f8\u3044\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u3054\u307f\u306e\u30da\u30fc\u30b8\u3068\u3001\u5206\u5225\u8f9e\u5178\u306ePDF\u306e\u30da\u30fc\u30b8\u306b\u30c1\u30e3\u30c3\u30c8\u306e\u5165\u53e3\u3092\u7f6e\u304d\u307e\u3059\u3002**\u8f9e\u5178\u3092\u63a2\u3057\u306b\u6765\u305f\u4eba\u304c\u3001\u305d\u306e\u307e\u307e\u805e\u3051\u308b\u5834\u6240\u306b\u7f6e\u304f\u306e\u304c\u8981\u70b9\u3067\u3059\u3002**\n\n\u96fb\u8a71\u3092\u53d7\u3051\u305f\u8077\u54e1\u306f\u3001\u5e81\u5185\u306e\u540c\u3058\u753b\u9762\u3092\u958b\u3044\u3066\u3001\u4f4f\u6c11\u304b\u3089\u805e\u3044\u305f\u8a00\u8449\u3092\u305d\u306e\u307e\u307e\u6253\u3061\u307e\u3059\u3002**\u4f4f\u6c11\u5411\u3051\u3068\u8077\u54e1\u5411\u3051\u3067\u4ed5\u7d44\u307f\u3092\u5206\u3051\u307e\u305b\u3093\u3002** \u5206\u3051\u308b\u3068\u3001\u8f9e\u5178\u306e\u66f4\u65b0\u304c\u3069\u3061\u3089\u304b\u4e00\u65b9\u306b\u3057\u304b\u5c4a\u304b\u306a\u3044\u671f\u9593\u304c\u3067\u304d\u307e\u3059\u3002\n\n**\u4f1a\u8a71\u306e\u5c65\u6b74\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u6301\u3061\u3001\u6bce\u56de\u306e\u8981\u6c42\u306b\u305d\u306e\u4f1a\u8a71\u306e\u3084\u308a\u53d6\u308a\u3060\u3051\u3092\u5165\u308c\u307e\u3059\u3002** \u4f1a\u8a71\u3054\u3068\u306b\u8b58\u5225\u5b50\u3092\u632f\u308a\u300130\u5206\u3067\u533a\u5207\u308a\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u4f4f\u6c11\u306e\u767a\u8a00 | \u54c1\u76ee\u306e\u540d\u524d\u3001\u753a\u540d\u3001\u6750\u8cea\u3084\u5927\u304d\u3055\u306e\u7b54\u3048 | \u30c1\u30e3\u30c3\u30c8\u7a93\u53e3 |\n| \u5206\u5225\u8f9e\u5178 | \u54c1\u76eeID\u3001\u54c1\u76ee\u540d\u3001\u8aad\u307f\u3001**\u5225\u540d**\u3001\u533a\u5206\u3001\u51fa\u3057\u65b9\u3001\u6ce8\u610f\u3001**\u66f4\u65b0\u65e5** | \u6e05\u6383\u62c5\u5f53\u8ab2\u306e\u8868 |\n| \u753a\u540d\u3068\u5730\u533a\u306e\u5bfe\u5fdc\u8868 | \u753a\u540d\uff08\u4e01\u76ee\u307e\u3067\uff09\u3001\u5730\u533a\u756a\u53f7 | \u6e05\u6383\u62c5\u5f53\u8ab2\u306e\u8868 |\n| \u53ce\u96c6\u65e5\u7a0b | \u5730\u533a\u00d7\u533a\u5206\u306e\u66dc\u65e5\u3001\u7b2c\u4f55\u9031\u304b\u3001**\u4f11\u307f\u3068\u632f\u66ff\u306e\u65e5\u4ed8** | \u6e05\u6383\u62c5\u5f53\u8ab2\u306e\u8868 |\n| \u57fa\u6e96\u65e5 | \u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u305f\u65e5\u306e\u65e5\u4ed8 | \u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6642\u8a08 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5206\u5225\u8f9e\u5178\u306e\u5225\u540d\u306e\u5217\u3067\u3059\u3002** \u4f4f\u6c11\u306f\u300c\u30db\u30c3\u30ab\u30a4\u30ed\u300d\u300c\u4f7f\u3044\u6368\u3066\u30ab\u30a4\u30ed\u300d\u300c\u30ab\u30a4\u30ed\u300d\u3068\u8a00\u3044\u307e\u3059\u3002\u8f9e\u5178\u306e\u898b\u51fa\u3057\u304c1\u3064\u3067\u3082\u3001**\u5225\u540d\u306b\u8a00\u3044\u65b9\u3092\u4e26\u3079\u3066\u304a\u3051\u3070\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u7167\u5408\u3067\u5f15\u3051\u307e\u3059\u3002** \u5225\u540d\u306e\u5217\u304c\u7a7a\u306e\u307e\u307e\u3067\u306f\u3001AI \u304c\u8a00\u3044\u63db\u3048\u3066\u3082\u8f9e\u5178\u306b\u5c4a\u304d\u307e\u305b\u3093\u3002\n\n**\u66f4\u65b0\u65e5\u306e\u5217\u306f\u3001\u56de\u7b54\u306b\u6dfb\u3048\u308b\u305f\u3081\u306b\u6301\u3061\u307e\u3059\u3002** \u533a\u5206\u306e\u5909\u66f4\u304c\u3042\u3063\u305f\u54c1\u76ee\u306f\u3001\u53e4\u3044\u518a\u5b50\u3092\u898b\u305f\u4f4f\u6c11\u3068\u98df\u3044\u9055\u3044\u307e\u3059\u3002**\u300c\u3053\u306e\u6848\u5185\u306f\u4f55\u6708\u4f55\u65e5\u6642\u70b9\u306e\u8f9e\u5178\u3067\u3059\u300d\u3068\u66f8\u3051\u308c\u3070\u3001\u98df\u3044\u9055\u3044\u306e\u7406\u7531\u3092\u4f4f\u6c11\u304c\u81ea\u5206\u3067\u8aad\u3081\u307e\u3059\u3002**\n\n**\u57fa\u6e96\u65e5\u3092 AI \u306b\u6e21\u3055\u305a\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6642\u8a08\u304b\u3089\u53d6\u308b\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u300c\u6b21\u306e\u53ce\u96c6\u65e5\u300d\u3092\u8a08\u7b97\u3059\u308b\u95a2\u6570\u306b\u57fa\u6e96\u65e5\u3092\u5165\u308c\u3001**\u65e5\u4ed8\u306e\u8a08\u7b97\u306f\u3059\u3079\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002**","data_source":"\u30c7\u30fc\u30bf\u306f3\u3064\u306e\u95a2\u6570\u3067\u53d6\u308a\u307e\u3059\u3002**AI \u304c\u547c\u3079\u308b\u306e\u306f\u3053\u306e3\u3064\u3060\u3051\u3067\u3001\u3059\u3079\u3066\u8aad\u307f\u53d6\u308a\u306e\u307f\u3067\u3059\u3002**\n\n| \u95a2\u6570 | \u5f15\u6570 | \u8fd4\u3059\u3082\u306e |\n|:--|:--|:--|\n| `lookup_item` | \u54c1\u76ee\u306e\u8a00\u8449\uff08AI\u304c\u4f4f\u6c11\u306e\u8a00\u8449\u304b\u3089\u4f5c\u308b\uff09 | \u5019\u88dc\u306e\u884c\uff08\u54c1\u76eeID\u3001\u54c1\u76ee\u540d\u3001\u533a\u5206\u3001\u51fa\u3057\u65b9\u3001\u6ce8\u610f\u3001\u66f4\u65b0\u65e5\u3001\u4e00\u81f4\u306e\u7a2e\u985e\uff09\u3092\u6700\u59275\u4ef6 |\n| `resolve_district` | \u753a\u540d | \u5730\u533a\u756a\u53f7\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `not_found` |\n| `get_next_collection` | \u5730\u533a\u756a\u53f7\u3001\u533a\u5206 | \u6b21\u306e\u53ce\u96c6\u65e5\u3068\u3001\u305d\u306e\u6b21\u306e\u53ce\u96c6\u65e5\u3002\u4f11\u307f\u3068\u632f\u66ff\u3092\u53cd\u6620\u3057\u305f\u3082\u306e |\n\n**`lookup_item` \u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002** \u54c1\u76ee\u540d\u3068\u5225\u540d\u306e\u5b8c\u5168\u4e00\u81f4\u3001\u8aad\u307f\u306e\u4e00\u81f4\u3001\u90e8\u5206\u4e00\u81f4\u306e\u9806\u306b\u5f15\u304d\u3001**\u3069\u306e\u6bb5\u968e\u3067\u4e00\u81f4\u3057\u305f\u304b\u3092\u300c\u4e00\u81f4\u306e\u7a2e\u985e\u300d\u3068\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002** AI \u306f\u3053\u306e\u5024\u3092\u898b\u3066\u3001\u5b8c\u5168\u4e00\u81f4\u306a\u3089\u7b54\u3048\u3001\u90e8\u5206\u4e00\u81f4\u306a\u3089\u4f4f\u6c11\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u95a2\u6570\u306e\u8aac\u660e\u6587\u306b\u306f\u4e0a\u9650\u304c\u3042\u308a\u307e\u3059\u3002** \u30c4\u30fc\u30eb\u3068\u95a2\u6570\u306e\u8aac\u660e\u306f\u3001\u73fe\u57281,024\u6587\u5b57\u306b\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5f15\u6570\u306e\u66f8\u304d\u65b9\u306e\u6ce8\u610f\u306f\u8aac\u660e\u6587\u306b\u77ed\u304f\u66f8\u304d\u3001\u9577\u3044\u898f\u5247\u306f\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u5074\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n\u95a2\u6570\u306e\u5b9a\u7fa9\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002\n\n```json\n{\n  \"type\": \"function\",\n  \"function\": {\n    \"name\": \"lookup_item\",\n    \"description\": \"\u5e02\u306e\u5206\u5225\u8f9e\u5178\u304b\u3089\u54c1\u76ee\u3092\u63a2\u3059\u3002\u4f4f\u6c11\u306e\u8a00\u3044\u65b9\u3092\u3001\u8f9e\u5178\u306e\u898b\u51fa\u3057\u306b\u8fd1\u3044\u4e00\u822c\u7684\u306a\u54c1\u76ee\u540d\u306b\u76f4\u3057\u3066\u6e21\u3059\u3002\u6750\u8cea\u3084\u5927\u304d\u3055\u304c\u5206\u304b\u3063\u3066\u3044\u308c\u3070\u542b\u3081\u308b\u3002\",\n    \"strict\": true,\n    \"parameters\": {\n      \"type\": \"object\",\n      \"properties\": {\n        \"query\": { \"type\": \"string\", \"description\": \"\u54c1\u76ee\u540d\u3002\u4f8b: \u4f7f\u3044\u6368\u3066\u30ab\u30a4\u30ed\u3001\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u88fd\u306e\u304b\u3054\" },\n        \"material\": { \"type\": [\"string\", \"null\"], \"enum\": [\"plastic\", \"metal\", \"wood\", \"glass\", \"cloth\", \"paper\", \"mixed\", null] }\n      },\n      \"required\": [\"query\", \"material\"],\n      \"additionalProperties\": false\n    }\n  }\n}\n```\n\n**`material` \u3092\u7701\u7565\u53ef\u80fd\u306b\u305b\u305a\u3001`null` \u3092\u8a31\u3059\u5f62\u3067\u5fc5\u9808\u306b\u3057\u3066\u3044\u307e\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties` \u3092 `false` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3001\u7701\u7565\u53ef\u80fd\u306a\u9805\u76ee\u306f `null` \u3068\u306e\u5171\u7528\u4f53\u3067\u8868\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002","preprocessing":"1. **\u767a\u8a00\u306e\u9577\u3055\u306e\u78ba\u8a8d** \u2026 1\u56de\u306e\u767a\u8a00\u304c\u9577\u3059\u304e\u308b\u3082\u306e\u306f\u5207\u308a\u8a70\u3081\u3001\u54c1\u76ee\u540d\u3068\u753a\u540d\u306e\u90e8\u5206\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\n2. **\u500b\u4eba\u60c5\u5831\u306e\u9664\u53bb** \u2026 \u4f4f\u6c11\u304c\u6c0f\u540d\u3001\u756a\u5730\u3001\u96fb\u8a71\u756a\u53f7\u3092\u66f8\u3044\u305f\u5834\u5408\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u4f0f\u305b\u5b57\u306b\u3057\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002**\u53ce\u96c6\u65e5\u306e\u8a08\u7b97\u306b\u8981\u308b\u306e\u306f\u753a\u540d\uff08\u4e01\u76ee\u307e\u3067\uff09\u3060\u3051\u3067\u3059**\n3. **\u753a\u540d\u306e\u6b63\u898f\u5316** \u2026 \u5168\u89d2\u3068\u534a\u89d2\u3001\u300c\u4e01\u76ee\u300d\u3068\u6570\u5b57\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3066\u304b\u3089\u5bfe\u5fdc\u8868\u3092\u5f15\u304d\u307e\u3059\n4. **\u8f9e\u5178\u306e\u8868\u306e\u691c\u67fb** \u2026 \u6bce\u671d\u3001\u533a\u5206\u306e\u5217\u304c\u7a7a\u306e\u884c\u3001\u5225\u540d\u304c\u4ed6\u306e\u54c1\u76ee\u3068\u91cd\u8907\u3057\u3066\u3044\u308b\u884c\u3092\u6d17\u3044\u51fa\u3057\u3001\u62c5\u5f53\u8ab2\u3078\u77e5\u3089\u305b\u307e\u3059\n5. **\u53ce\u96c6\u65e5\u7a0b\u306e\u691c\u67fb** \u2026 \u4f11\u307f\u3068\u632f\u66ff\u306e\u8868\u304c\u3001\u5411\u3053\u304660\u65e5\u5206\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u6bce\u671d\u78ba\u304b\u3081\u307e\u3059\u3002**\u8db3\u308a\u306a\u3051\u308c\u3070\u3001\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u306a\u3044\u8a2d\u5b9a\u306b\u5207\u308a\u66ff\u3048\u307e\u3059**\n6. **\u95a2\u6570\u306e\u7d50\u679c\u306e\u6574\u5f62** \u2026 \u5019\u88dc\u306e\u884c\u306f\u3001AI \u306b\u8981\u308b\u5217\u3060\u3051\u306b\u7d5e\u3063\u3066\u8fd4\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4f4f\u6c11\u306f\u89aa\u5207\u306b\u300c\u25cb\u25cb\u753a3\u4e01\u76ee5\u756a\u306e\u5c71\u7530\u3067\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u756a\u5730\u3068\u6c0f\u540d\u306f\u56de\u7b54\u306b\u307e\u3063\u305f\u304f\u8981\u3089\u306a\u3044\u306e\u3067\u3001\u6e21\u3055\u306a\u3044\u306e\u304c\u4e00\u756a\u5b89\u5168\u3067\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u4f4f\u6c11\u306e\u8a00\u8449\u3092\u95a2\u6570\u306e\u5f15\u6570\u306b\u76f4\u3059\u3053\u3068\u3001\u8db3\u308a\u306a\u3044\u6761\u4ef6\u3092\u805e\u304d\u8fd4\u3059\u3053\u3068\u3001\u95a2\u6570\u304c\u8fd4\u3057\u305f\u884c\u3060\u3051\u3067\u56de\u7b54\u6587\u3092\u4f5c\u308b\u3053\u3068\u306e3\u3064\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u54c1\u76ee\u306e\u8a00\u3044\u63db\u3048 | \u300c100\u5747\u306e\u304b\u3054\u300d\u3092\u300c\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u88fd\u306e\u304b\u3054\u300d\u306e\u3088\u3046\u306b\u3001\u8f9e\u5178\u306e\u898b\u51fa\u3057\u306b\u8fd1\u3044\u8a00\u8449\u306b\u3059\u308b | \u4f55\u306e\u54c1\u76ee\u304b\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u805e\u304d\u8fd4\u3059 |\n| \u805e\u304d\u8fd4\u3057 | \u5019\u88dc\u304c\u6750\u8cea\u30fb\u5927\u304d\u3055\u30fb\u96fb\u6c60\u306e\u6709\u7121\u3067\u5206\u304b\u308c\u308b\u3068\u304d\u3001\u305d\u306e\u9055\u3044\u3060\u3051\u3092\u805e\u304f | 2\u56de\u805e\u3044\u3066\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `escalated` |\n| \u753a\u540d\u306e\u78ba\u8a8d | \u753a\u540d\u304c\u7121\u3051\u308c\u3070\u805e\u304f\u3002\u5730\u533a\u304c\u5f15\u3051\u306a\u3051\u308c\u3070\u753a\u540d\u3092\u78ba\u304b\u3081\u308b | \u5f15\u3051\u306a\u3051\u308c\u3070\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u306a\u3044 |\n| \u56de\u7b54\u6587\u306e\u4f5c\u6210 | \u533a\u5206\u3001\u51fa\u3057\u65b9\u3001\u6ce8\u610f\u3001\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u3001\u95a2\u6570\u306e\u7d50\u679c\u306e\u3068\u304a\u308a\u306b\u4e26\u3079\u308b | \u7d50\u679c\u306b\u7121\u3044\u3053\u3068\u306f\u66f8\u304b\u306a\u3044 |\n| \u7bc4\u56f2\u5916\u306e\u898b\u5206\u3051 | \u4e8b\u696d\u6240\u306e\u3054\u307f\u3001\u4e0d\u6cd5\u6295\u68c4\u306e\u901a\u5831\u3001\u7c97\u5927\u3054\u307f\u306e\u7533\u8fbc\u307f\u306e\u624b\u7d9a\u304d | `out_of_scope` \u3068\u3057\u3066\u7a93\u53e3\u3092\u6848\u5185 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306e\u533a\u5206\u3092\u6c7a\u3081\u308b | \u533a\u5206\u306e\u6c7a\u5b9a\u306f\u62c5\u5f53\u8ab2\u306e\u4ed5\u4e8b\u3002\u63a8\u3057\u305f\u7b54\u3048\u304c\u5e02\u306e\u56de\u7b54\u306b\u306a\u308b |\n| \u4f3c\u305f\u54c1\u76ee\u304b\u3089\u533a\u5206\u3092\u63a8\u3059 | \u6750\u8cea\u304c\u540c\u3058\u3067\u3082\u3001\u5927\u304d\u3055\u3084\u5371\u967a\u6027\u3067\u533a\u5206\u304c\u5206\u304b\u308c\u308b |\n| \u53ce\u96c6\u65e5\u3092\u81ea\u5206\u3067\u8a08\u7b97\u3059\u308b | \u4f11\u307f\u3068\u632f\u66ff\u3092\u77e5\u3089\u306a\u3044\u3002\u8a08\u7b97\u306f\u95a2\u6570\u304c\u884c\u3046 |\n| \u624b\u6570\u6599\u3084\u7533\u8fbc\u307f\u65b9\u6cd5\u3092\u7b54\u3048\u308b | \u8f9e\u5178\u306e\u7bc4\u56f2\u5916\u3002\u7c97\u5927\u3054\u307f\u306e\u624b\u7d9a\u304d\u306e\u7a93\u53e3\u3078\u6848\u5185\u3059\u308b |\n| \u5bb6\u96fb4\u54c1\u76ee\u306e\u51e6\u5206\u5148\u3092\u81ea\u5206\u3067\u8aac\u660e\u3059\u308b | \u8f9e\u5178\u306e\u300c\u5e02\u3067\u53ce\u96c6\u3057\u306a\u3044\u3082\u306e\u300d\u306e\u884c\u306b\u66f8\u304b\u308c\u305f\u6848\u5185\u3060\u3051\u3092\u8fd4\u3059 |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8f9e\u5178\u306b\u300c\u96fb\u52d5\u6b6f\u30d6\u30e9\u30b7\u300d\u304c\u7121\u3044\u3068\u304d\u3001AI \u306f\u300c\u96fb\u6c17\u88fd\u54c1\u306a\u306e\u3067\u5c0f\u578b\u5bb6\u96fb\u306e\u56de\u53ce\u3078\u300d\u3068\u7b54\u3048\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u305d\u306e\u7b54\u3048\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u306f\u306a\u304f\u3001\u8f9e\u5178\u306b\u6839\u62e0\u304c\u7121\u3044\u3053\u3068\u304c\u554f\u984c\u3067\u3059\u3002**\n\n**\u5bb6\u96fb4\u54c1\u76ee\u306f\u3001\u8f9e\u5178\u306e\u5074\u306b\u884c\u3092\u6301\u305f\u305b\u307e\u3059\u3002** \u74b0\u5883\u7701\u306e\u8aac\u660e\u3067\u306f\u3001\u5bb6\u5ead\u7528\u30a8\u30a2\u30b3\u30f3\u3001\u30c6\u30ec\u30d3\u3001\u96fb\u6c17\u51b7\u8535\u5eab\u30fb\u96fb\u6c17\u51b7\u51cd\u5eab\u3001\u96fb\u6c17\u6d17\u6fef\u6a5f\u30fb\u8863\u985e\u4e7e\u71e5\u6a5f\u304c\u5bb6\u96fb\u30ea\u30b5\u30a4\u30af\u30eb\u6cd5\u306e\u5bfe\u8c61\u3067\u3001**\u6d88\u8cbb\u8005\u306f\u5ec3\u68c4\u3059\u308b\u3068\u304d\u306b\u53ce\u96c6\u904b\u642c\u6599\u91d1\u3068\u30ea\u30b5\u30a4\u30af\u30eb\u6599\u91d1\u3092\u652f\u6255\u3044\u3001\u5c0f\u58f2\u696d\u8005\u306b\u306f\u5f15\u53d6\u308a\u304c\u7fa9\u52d9\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5e02\u306e\u6848\u5185\u306e\u6587\u9762\u306f\u8f9e\u5178\u306e\u884c\u306b\u66f8\u304d\u3001**AI \u306b\u306f\u305d\u306e\u884c\u3092\u8fd4\u3055\u305b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5e02\u306e\u6e05\u6383\u62c5\u5f53\u8ab2\u306e\u6848\u5185\u4fc2\u3067\u3059\u3002\u4f4f\u6c11\u304b\u3089\u306e\u3001\u3054\u307f\u306e\u5206\u3051\u65b9\u30fb\u51fa\u3057\u65b9\u30fb\n\u53ce\u96c6\u65e5\u306e\u8cea\u554f\u306b\u7b54\u3048\u307e\u3059\u3002\n\n\u3010\u4f7f\u3063\u3066\u3088\u3044\u60c5\u5831\u3011\n- lookup_item\u3001resolve_district\u3001get_next_collection \u306e3\u3064\u306e\u95a2\u6570\u304c\n  \u8fd4\u3057\u305f\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u81ea\u5206\u306e\u77e5\u8b58\u3067\u3001\u3054\u307f\u306e\u533a\u5206\u3001\u51fa\u3057\u65b9\u3001\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u63d0\u4f9b\u3055\u308c\u305f\u95a2\u6570\u4ee5\u5916\u3092\u4f7f\u304a\u3046\u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u9032\u3081\u65b9\u3011\n1. \u54c1\u76ee\u306e\u540d\u524d\u304c\u5206\u304b\u3063\u305f\u3089 lookup_item \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u4f4f\u6c11\u306e\u8a00\u3044\u65b9\u306f\u3001\n   \u4e00\u822c\u7684\u306a\u54c1\u76ee\u540d\u306b\u76f4\u3057\u3066\u304b\u3089\u6e21\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u7d50\u679c\u306e match_type \u304c exact \u306a\u3089\u3001\u305d\u306e\u884c\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3068\u304d\u306f\u3001\u5019\u88dc\u3069\u3046\u3057\u3067\u9055\u3046\u70b9\uff08\u6750\u8cea\u30fb\u5927\u304d\u3055\u30fb\u96fb\u6c60\u306e\u6709\u7121\uff09\n   \u3060\u3051\u3092\u30011\u56de\u306b1\u3064\u8cea\u554f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u533a\u5206\u540d\u3092\u4f4f\u6c11\u306b\u9078\u3070\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n4. \u53ce\u96c6\u65e5\u3092\u805e\u304b\u308c\u305f\u3089\u3001\u753a\u540d\u3092\u78ba\u304b\u3081\u3066 resolve_district \u3092\u547c\u3073\u3001\n   get_next_collection \u3067\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u53d6\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n   \u65e5\u4ed8\u3092\u81ea\u5206\u3067\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n5. \u95a2\u6570\u306b\u6e21\u3059\u5024\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u54c1\u76ee\u3084\u753a\u540d\u304c\u3042\u3044\u307e\u3044\u306a\u3089\u3001\n   \u4f4f\u6c11\u306b\u805e\u304d\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u3053\u3068\u3011\n- lookup_item \u306e\u7d50\u679c\u304c0\u4ef6\u306e\u3068\u304d\u306f\u3001\u533a\u5206\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4f3c\u305f\u54c1\u76ee\u304b\u3089\u63a8\u3057\u3066\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002status \u3092 escalated \u306b\u3057\u3001\n  \u300c\u62c5\u5f53\u8ab2\u3067\u78ba\u8a8d\u3057\u3066\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u4f1d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u540c\u3058\u54c1\u76ee\u30672\u56de\u805e\u304d\u8fd4\u3057\u3066\u30821\u3064\u306b\u6c7a\u307e\u3089\u306a\u3044\u3068\u304d\u3082 escalated \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7c97\u5927\u3054\u307f\u306e\u7533\u8fbc\u307f\u65b9\u6cd5\u3084\u624b\u6570\u6599\u3001\u4e8b\u696d\u6240\u306e\u3054\u307f\u3001\u4e0d\u6cd5\u6295\u68c4\u306e\u901a\u5831\u306f\n  out_of_scope \u306b\u3057\u3001\u6848\u5185\u5148\u306e\u7a93\u53e3\u3060\u3051\u3092\u4f1d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4f4f\u6c11\u304c\u6c0f\u540d\u3084\u756a\u5730\u3092\u66f8\u3044\u3066\u3082\u3001\u56de\u7b54\u306b\u7e70\u308a\u8fd4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u56de\u7b54\u306e\u66f8\u304d\u65b9\u3011\n- \u533a\u5206\u3001\u51fa\u3057\u65b9\u3001\u6ce8\u610f\u3001\u6b21\u306e\u53ce\u96c6\u65e5\u306e\u9806\u306b\u3001\u77ed\u304f\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4f7f\u3063\u305f\u8f9e\u5178\u306e\u884c\u306e item_id \u3068 updated_at \u3092\u5fc5\u305a sources \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u4ed8\u3051\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u95a2\u6570\u306b\u6e21\u3059\u5024\u3092\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u516c\u5f0f\u306e\u6848\u5185\u306b\u6cbf\u3063\u305f\u3082\u306e\u3067\u3059\u3002** Microsoft Learn \u3067\u306f\u3001\u95a2\u6570\u3067\u4f7f\u3046\u5024\u3092\u63a8\u6e2c\u305b\u305a\u3001\u8981\u6c42\u304c\u3042\u3044\u307e\u3044\u306a\u3089\u660e\u78ba\u5316\u3092\u6c42\u3081\u308b\u3088\u3046\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u3067\u6307\u793a\u3059\u308b\u4f8b\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u753a\u540d\u304c\u7121\u3044\u307e\u307e\u3001\u3042\u308a\u305d\u3046\u306a\u5730\u533a\u3067\u53ce\u96c6\u65e5\u3092\u5f15\u304b\u308c\u308b\u3068\u3001\u4f4f\u6c11\u306f\u8aa4\u3063\u305f\u66dc\u65e5\u306b\u3054\u307f\u3092\u51fa\u3057\u307e\u3059\u3002**","output_data":"**\u6700\u7d42\u306e\u56de\u7b54\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u6b21\u306e\u5f62\u306e JSON \u306b\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"status\": \"answered | clarifying | escalated | out_of_scope\",\n  \"reply_text\": \"\",\n  \"items\": [\n    {\n      \"query\": \"\",\n      \"item_id\": \"\",\n      \"item_name\": \"\",\n      \"category\": \"\",\n      \"how_to\": \"\",\n      \"note\": \"\",\n      \"updated_at\": \"\"\n    }\n  ],\n  \"collection\": {\n    \"district\": \"\",\n    \"category\": \"\",\n    \"next_dates\": []\n  },\n  \"question\": \"\",\n  \"escalation\": {\n    \"item_words\": \"\",\n    \"reason\": \"not_in_dictionary | unresolved_after_two_questions | district_not_found\"\n  },\n  \"sources\": []\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`status` \u3067\u5f8c\u6bb5\u306e\u51e6\u7406\u3092\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `answered` \u306f\u305d\u306e\u307e\u307e\u4f4f\u6c11\u306b\u8868\u793a\u3057\u3001`escalated` \u306f\u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7\u306b1\u884c\u3092\u8db3\u3057\u3001`out_of_scope` \u306f\u7a93\u53e3\u306e\u6848\u5185\u3092\u6dfb\u3048\u307e\u3059\u3002**\u6587\u306e\u4e2d\u8eab\u3092\u8aad\u307e\u305a\u306b\u3001\u5024\u3060\u3051\u3067\u5206\u5c90\u3067\u304d\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u56de\u7b54\u6587\u3068\u6839\u62e0\u3092\u5225\u306e\u6b04\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `reply_text` \u306f\u4f4f\u6c11\u5411\u3051\u306e\u6587\u3001`items` \u3068 `sources` \u306f\u8f9e\u5178\u306e\u884c\u3067\u3059\u3002**\u629c\u304d\u53d6\u308a\u3067\u78ba\u304b\u3081\u308b\u3068\u304d\u3001\u6587\u3068\u884c\u3092\u4e26\u3079\u3066\u8aad\u3081\u3070\u3001\u884c\u306b\u7121\u3044\u3053\u3068\u3092\u66f8\u3044\u3066\u3044\u306a\u3044\u304b\u304c\u3059\u3050\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`escalation.reason` \u3067\u62c5\u5f53\u8ab2\u306e\u4ed5\u4e8b\u304c\u5206\u304b\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `not_in_dictionary` \u306f\u8f9e\u5178\u306b\u8db3\u3059\u54c1\u76ee\u306e\u5019\u88dc\u3001`district_not_found` \u306f\u753a\u540d\u306e\u5bfe\u5fdc\u8868\u306e\u4e0d\u5099\u3067\u3059\u3002**\u540c\u3058\u300c\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u300d\u3067\u3082\u3001\u76f4\u3059\u5148\u304c\u9055\u3044\u307e\u3059\u3002**\n\n\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001\u6307\u5b9a\u3057\u305f JSON \u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3063\u3066\u5fdc\u7b54\u3055\u305b\u308b\u6a5f\u80fd\u3067\u3001**\u6709\u52b9\u306a JSON \u3060\u3051\u3092\u4fdd\u8a3c\u3057\u3066\u3044\u305f\u5f93\u6765\u306e JSON \u30e2\u30fc\u30c9\u3068\u306f\u9055\u3044\u3001\u30b9\u30ad\u30fc\u30de\u3078\u306e\u6e96\u62e0\u307e\u3067\u6c42\u3081\u3089\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u306f\u6700\u5927100\u500b\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30d7\u30ed\u30d1\u30c6\u30a3\u3001\u6700\u59275\u30ec\u30d9\u30eb\u306e\u5165\u308c\u5b50\u307e\u3067\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u3053\u306e\u5f62\u306f\u305d\u306e\u7bc4\u56f2\u306b\u53ce\u307e\u308a\u307e\u3059\u3002\n\n**\u4e26\u5217\u306e\u95a2\u6570\u547c\u3073\u51fa\u3057\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306f\u4e26\u5217\u95a2\u6570\u547c\u3073\u51fa\u3057\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u305a\u3001**\u4f7f\u3046\u5834\u5408\u306f `parallel_tool_calls` \u3092 `false` \u306b\u3059\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u54c1\u76ee\u3092\u5f15\u3044\u3066\u304b\u3089\u5730\u533a\u3092\u5f15\u304f\u9806\u756a\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u4e26\u5217\u306b\u3059\u308b\u5229\u70b9\u3082\u3042\u308a\u307e\u305b\u3093\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30c1\u30e3\u30c3\u30c8\u7a93\u53e3 | \u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u57cb\u3081\u8fbc\u3093\u3060\u753b\u9762 | \u4f4f\u6c11\u306e\u767a\u8a00\u3092\u53d7\u3051\u3001\u56de\u7b54\u3092\u8868\u793a\u3059\u308b |\n| Azure OpenAI | Chat Completions API\uff08v1\uff09 | \u95a2\u6570\u306e\u547c\u3073\u51fa\u3057\u3068\u3001\u69cb\u9020\u5316\u51fa\u529b\u306e\u56de\u7b54 |\n| \u5206\u5225\u8f9e\u5178\u30fb\u5730\u533a\u5bfe\u5fdc\u8868\u30fb\u53ce\u96c6\u65e5\u7a0b | \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8aad\u307f\u53d6\u308a | 3\u3064\u306e\u95a2\u6570\u306e\u4e2d\u8eab |\n| \u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7 | \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u8ffd\u8a18 | `escalated` \u306e\u4f1a\u8a71\u30921\u884c\u305a\u3064\u8db3\u3059 |\n| \u62c5\u5f53\u8ab2\u3078\u306e\u901a\u77e5 | \u5e81\u5185\u30e1\u30fc\u30eb | \u5f15\u304d\u7d99\u304e\u306e\u4ef6\u6570\u3092\u6bce\u671d\u77e5\u3089\u305b\u308b |\n\n**\u8f9e\u5178\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u306f\u884c\u3044\u307e\u305b\u3093\u3002** AI \u306b\u3082\u95a2\u6570\u306b\u3082\u3001\u8f9e\u5178\u3092\u66f8\u304d\u63db\u3048\u308b\u7d4c\u8def\u3092\u6301\u305f\u305b\u307e\u305b\u3093\u3002**\u533a\u5206\u3092\u6c7a\u3081\u3066\u8f9e\u5178\u306b\u8db3\u3059\u306e\u306f\u3001\u62c5\u5f53\u8ab2\u306e\u8077\u54e1\u304c\u8868\u3092\u76f4\u3059\u4f5c\u696d\u3067\u3059\u3002** \u95a2\u6570\u306f\u8aad\u307f\u53d6\u308a\u3060\u3051\u306e\u6a29\u9650\u3067\u52d5\u304b\u3057\u307e\u3059\u3002\n\n**\u30e2\u30c7\u30eb\u304c\u8fd4\u3057\u305f\u95a2\u6570\u547c\u3073\u51fa\u3057\u306f\u3001\u5b9f\u884c\u3059\u308b\u524d\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u691c\u8a3c\u3057\u307e\u3059\u3002** \u547c\u3076\u95a2\u6570\u306e\u540d\u524d\u304c3\u3064\u306e\u3069\u308c\u304b\u304b\u3001\u5f15\u6570\u304c\u578b\u3069\u304a\u308a\u304b\u3092\u898b\u307e\u3059\u3002Microsoft Learn \u3067\u3082\u3001**\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3057\u305f\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u5e38\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3001\u95a2\u6570\u306b\u306f\u5fc5\u8981\u6700\u5c0f\u9650\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u3060\u3051\u3092\u4e0e\u3048\u308b\u3053\u3068**\u304c\u52e7\u3081\u3089\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306a\u3089\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u306b\u3059\u308b\u4f8b\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\n\n**JSON \u306e\u8aad\u307f\u8fbc\u307f\u306e\u5931\u6557\u306b\u3082\u5099\u3048\u307e\u3059\u3002** \u95a2\u6570\u547c\u3073\u51fa\u3057\u306e JSON \u5fdc\u7b54\u304c\u5e38\u306b\u6709\u52b9\u3068\u306f\u9650\u3089\u306a\u3044\u305f\u3081\u3001\u30a8\u30e9\u30fc\u3092\u51e6\u7406\u3059\u308b\u30ed\u30b8\u30c3\u30af\u3092\u8db3\u3059\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u8aad\u3081\u306a\u304b\u3063\u305f\u3068\u304d\u306f\u540c\u3058\u8981\u6c42\u30921\u56de\u3060\u3051\u3084\u308a\u76f4\u3057\u3001\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3051\u308c\u3070 `escalated` \u306b\u3057\u307e\u3059\u3002**","human_review":"**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001`escalated` \u306e\u5f15\u304d\u7d99\u304e\u3068\u3001\u629c\u304d\u53d6\u308a\u306e\u8a18\u9332\u3060\u3051\u3067\u3059\u3002** `answered` \u306e\u56de\u7b54\u30921\u4ef6\u305a\u3064\u627f\u8a8d\u3059\u308b\u8a2d\u8a08\u306b\u306f\u3057\u307e\u305b\u3093\u3002\u627f\u8a8d\u3092\u631f\u3080\u3068\u3001\u4f4f\u6c11\u306f\u7b54\u3048\u3092\u5f85\u3064\u3053\u3068\u306b\u306a\u308a\u3001\u96fb\u8a71\u306e\u307b\u3046\u304c\u65e9\u304f\u306a\u308a\u307e\u3059\u3002\n\n1. **\u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7\u3092\u6bce\u671d\u898b\u308b** \u2026 `not_in_dictionary` \u306e\u54c1\u76ee\u306b\u3064\u3044\u3066\u3001\u533a\u5206\u3092\u6c7a\u3081\u3066\u4f4f\u6c11\u306b\u6298\u308a\u8fd4\u3057\u307e\u3059\u3002**\u6298\u308a\u8fd4\u3057\u306e\u671f\u9650\u306f\u3001\u53d7\u3051\u4ed8\u3051\u305f\u7fcc\u958b\u5e81\u65e5\u307e\u3067\u3068\u3057\u307e\u3059**\n2. **\u6c7a\u3081\u305f\u533a\u5206\u3092\u8f9e\u5178\u306b\u8db3\u3059** \u2026 \u54c1\u76ee\u540d\u3068\u3001\u4f4f\u6c11\u304c\u4f7f\u3063\u305f\u8a00\u3044\u65b9\u3092\u5225\u540d\u306b\u5165\u308c\u307e\u3059\u3002**\u6b21\u306b\u540c\u3058\u54c1\u76ee\u3092\u805e\u304b\u308c\u305f\u3068\u304d\u3001\u5f15\u304d\u7d99\u304e\u306b\u306a\u3089\u305a\u306b\u7b54\u3048\u3089\u308c\u307e\u3059**\n3. **\u9031\u306b\u4e00\u5ea6\u300150\u4ef6\u3092\u629c\u304d\u53d6\u3063\u3066\u8aad\u3080** \u2026 `reply_text` \u3068 `items` \u3092\u4e26\u3079\u3001\u884c\u306b\u7121\u3044\u3053\u3068\u3092\u66f8\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n4. **\u8aa4\u308a\u3092\u898b\u3064\u3051\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u4f1a\u8a71\u306e\u3001\u3069\u306e\u6587\u304c\u3001\u8f9e\u5178\u306e\u3069\u306e\u884c\u3068\u98df\u3044\u9055\u3063\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6298\u308a\u8fd4\u3057\u3060\u3051\u3067\u7d42\u3048\u308b\u3068\u3001\u540c\u3058\u54c1\u76ee\u304c\u307e\u305f\u5f15\u304d\u7d99\u304e\u306b\u306a\u308a\u307e\u3059\u3002**\u5f15\u304d\u7d99\u304e\u306e\u4ef6\u6570\u304c\u6708\u3092\u8ffd\u3063\u3066\u6e1b\u3063\u3066\u3044\u304f\u304b\u3069\u3046\u304b\u304c\u3001\u8f9e\u5178\u306e\u6574\u5099\u304c\u9032\u3093\u3067\u3044\u308b\u304b\u306e\u76ee\u5b89\u3067\u3059\u3002**\n\n**3\u756a\u76ee\u306e\u629c\u304d\u53d6\u308a\u3067\u898b\u308b\u306e\u306f\u3001\u6839\u62e0\u306e\u5916\u306b\u51fa\u3066\u3044\u306a\u3044\u304b\u3067\u3059\u3002** \u95a2\u6570\u306e\u7d50\u679c\u306b\u7121\u3044\u3053\u3068\u3092\u4ed8\u3051\u8db3\u3057\u3066\u3044\u308c\u3070\u3001\u6307\u793a\u3092\u76f4\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8f9e\u5178\u306b\u54c1\u76ee\u304c\u7121\u3044 | `escalated`\u3002\u533a\u5206\u3092\u7b54\u3048\u305a\u3001\u62c5\u5f53\u8ab2\u3067\u78ba\u8a8d\u3059\u308b\u3068\u4f1d\u3048\u308b |\n| 2\u56de\u805e\u304d\u8fd4\u3057\u3066\u3082\u54c1\u76ee\u304c\u6c7a\u307e\u3089\u306a\u3044 | `escalated`\u3002\u4f4f\u6c11\u306e\u8a00\u8449\u306e\u307e\u307e\u5f15\u304d\u7d99\u3050 |\n| \u753a\u540d\u304c\u5bfe\u5fdc\u8868\u306b\u7121\u3044 | \u753a\u540d\u3092\u805e\u304d\u76f4\u3059\u3002\u5f15\u3051\u306a\u3051\u308c\u3070\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u305a `escalated` |\n| \u4f11\u307f\u3068\u632f\u66ff\u306e\u8868\u304c\u8db3\u308a\u306a\u3044 | \u6b21\u306e\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u306a\u3044\u3002**\u66dc\u65e5\u3060\u3051\u3092\u6848\u5185\u3057\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u544a\u77e5\u3092\u6848\u5185\u3059\u308b** |\n| \u95a2\u6570\u547c\u3073\u51fa\u3057\u306e JSON \u304c\u8aad\u3081\u306a\u3044 | 1\u56de\u3060\u3051\u3084\u308a\u76f4\u3059\u3002\u3060\u3081\u306a\u3089 `escalated` |\n| \u5b9a\u7fa9\u3057\u3066\u3044\u306a\u3044\u95a2\u6570\u3092\u547c\u307c\u3046\u3068\u3059\u308b | \u5b9f\u884c\u3057\u306a\u3044\u30021\u56de\u3060\u3051\u3084\u308a\u76f4\u3059 |\n| \u4e8b\u696d\u6240\u306e\u3054\u307f\u3001\u4e0d\u6cd5\u6295\u68c4\u306e\u901a\u5831 | `out_of_scope`\u3002\u62c5\u5f53\u306e\u7a93\u53e3\u3092\u6848\u5185\u3059\u308b |\n| \u7c97\u5927\u3054\u307f\u306e\u7533\u8fbc\u307f | `out_of_scope`\u3002\u7533\u8fbc\u307f\u306e\u7a93\u53e3\u3092\u6848\u5185\u3059\u308b |\n| Azure OpenAI \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u300c\u305f\u3060\u3044\u307e\u6848\u5185\u3067\u304d\u307e\u305b\u3093\u300d\u3068\u8868\u793a\u3057\u3001\u8f9e\u5178\u306ePDF\u3068\u96fb\u8a71\u756a\u53f7\u3092\u793a\u3059 |\n\n**\u4e0a\u306e3\u884c\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082 AI \u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u8f9e\u5178\u3068\u5bfe\u5fdc\u8868\u306e\u7a74\u306e\u554f\u984c\u3067\u3059\u3002** \u5f15\u304d\u7d99\u304e\u306e\u7406\u7531\u3092\u6570\u3048\u308c\u3070\u3001\u3069\u3053\u3092\u76f4\u305b\u3070\u3088\u3044\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002","log_storage":"- \u4f1a\u8a71\u306e\u8b58\u5225\u5b50\u3001\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3001\u5165\u53e3\uff08\u4f4f\u6c11\u306e\u30c1\u30e3\u30c3\u30c8\uff0f\u8077\u54e1\u306e\u753b\u9762\uff09\n- \u4f4f\u6c11\u306e\u767a\u8a00\uff08\u4f0f\u305b\u5b57\u306b\u3057\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001AI \u306e\u56de\u7b54\uff08`reply_text`\uff09\n- **\u547c\u3093\u3060\u95a2\u6570\u306e\u540d\u524d\u3001\u5f15\u6570\u3001\u8fd4\u3063\u305f\u7d50\u679c**\n- \u6700\u7d42\u306e JSON\uff08`status`\u3001`items`\u3001`collection`\u3001`escalation`\u3001`sources`\uff09\n- **\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u8f9e\u5178\u306e\u884c\u306e\u66f4\u65b0\u65e5**\n- \u5f15\u304d\u7d99\u304e\u306e\u51e6\u7406\uff08\u6298\u308a\u8fd4\u3057\u305f\u65e5\u6642\u3001\u6c7a\u3081\u305f\u533a\u5206\u3001\u8f9e\u5178\u306b\u8db3\u3057\u305f\u65e5\uff09\n- \u629c\u304d\u53d6\u308a\u306e\u7d50\u679c\u3068\u3001\u8aa4\u308a\u306e\u8a18\u9332\n\n**3\u3064\u76ee\u306e\u95a2\u6570\u306e\u8a18\u9332\u304c\u3001\u3044\u3061\u3070\u3093\u5f79\u306b\u7acb\u3061\u307e\u3059\u3002** \u8aa4\u3063\u305f\u6848\u5185\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u3001AI \u304c\u8a00\u3044\u63db\u3048\u3092\u8aa4\u3063\u305f\u306e\u304b\u3001\u8f9e\u5178\u306e\u884c\u304c\u8aa4\u3063\u3066\u3044\u305f\u306e\u304b\u3001\u65e5\u7a0b\u306e\u8868\u304c\u53e4\u304b\u3063\u305f\u306e\u304b\u3092\u3001**\u547c\u3093\u3060\u5f15\u6570\u3068\u8fd4\u3063\u305f\u7d50\u679c\u3067\u5207\u308a\u5206\u3051\u3089\u308c\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":6,"assumption_frequency":2400,"assumption_workdays":20,"volume_month":2400,"before_minutes_per_case":5,"after_minutes_per_case":1.5,"hourly_cost":2500,"before_hours_month":200,"after_hours_month":60,"saved_hours_month":140,"reduction_rate":70,"saved_hours_year":1680,"annual_cost_effect":4200000,"summary":"\u300c\u3053\u306e\u30d5\u30e9\u30a4\u30d1\u30f3\u306f\u4f55\u3054\u307f\u304b\u300d\u300c\u3046\u3061\u306e\u5730\u533a\u306e\u71c3\u3048\u306a\u3044\u3054\u307f\u306f\u4f55\u66dc\u65e5\u304b\u300d\u3068\u3044\u3046\u4f4f\u6c11\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u54c1\u76ee\u3068\u5730\u533a\u3092\u805e\u304d\u53d6\u308a\u3001\u5e02\u306e\u5206\u5225\u8f9e\u5178\u3068\u53ce\u96c6\u65e5\u7a0b\u3092\u5f15\u3044\u305f\u7d50\u679c\u3060\u3051\u3067\u7b54\u3048\u307e\u3059\u3002\u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306f\u7b54\u3048\u305a\u306b\u62c5\u5f53\u8ab2\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u96fb\u8a71\u3084\u7a93\u53e3\u3067\u3001\u4f4f\u6c11\u304b\u3089\u54c1\u76ee\u306e\u540d\u524d\u3068\u3001\u3069\u3053\u306b\u4f4f\u3093\u3067\u3044\u308b\u304b\u3092\u805e\u304f\n2. \u54c1\u76ee\u304c\u3042\u3044\u307e\u3044\u306a\u3068\u304d\u306f\u3001\u6750\u8cea\u3001\u5927\u304d\u3055\u3001\u96fb\u6c60\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u306a\u3069\u3092\u805e\u304d\u8fd4\u3059\n3. \u5206\u5225\u8f9e\u5178\u306e\u518a\u5b50\u304bPDF\u3092\u958b\u304d\u3001\u4e94\u5341\u97f3\u306e\u898b\u51fa\u3057\u3067\u54c1\u76ee\u3092\u63a2\u3059\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u4f3c\u305f\u8a00\u3044\u65b9\u3067\u63a2\u3057\u76f4\u3059\n4. \u753a\u540d\u304b\u3089\u5730\u533a\u3092\u8abf\u3079\u3001\u53ce\u96c6\u30ab\u30ec\u30f3\u30c0\u30fc\u3067\u305d\u306e\u533a\u5206\u306e\u66dc\u65e5\u3068\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u78ba\u304b\u3081\u308b\n5. \u533a\u5206\u3001\u51fa\u3057\u65b9\u306e\u6ce8\u610f\u3001\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u53e3\u982d\u3067\u4f1d\u3048\u308b\n6. \u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306f\u3001\u62c5\u5f53\u306e\u8077\u54e1\u306b\u805e\u304d\u306b\u884c\u304f\u304b\u3001\u6298\u308a\u8fd4\u3057\u306e\u9023\u7d61\u3092\u7d04\u675f\u3059\u308b\n7. \u53d7\u4ed8\u8a18\u9332\u306e\u8868\u306b\u3001\u54c1\u76ee\u3001\u5730\u533a\u3001\u56de\u7b54\u306e\u5185\u5bb9\u30921\u884c\u3067\u66f8\u304f\n\n**\uff08a\uff09\u540c\u3058\u8cea\u554f\u306b\u4f55\u5ea6\u3082\u7b54\u3048\u3066\u3044\u308b\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u591a\u304f\u306f\u3001\u8f9e\u5178\u306b\u8f09\u3063\u3066\u3044\u308b\u54c1\u76ee\u306e\u533a\u5206\u3068\u3001\u5730\u533a\u306e\u53ce\u96c6\u65e5\u3067\u3059\u3002**\u8abf\u3079\u308c\u3070\u5206\u304b\u308b\u3053\u3068\u3092\u3001\u4f4f\u6c11\u306e\u4ee3\u308f\u308a\u306b\u8077\u54e1\u304c\u8abf\u3079\u3066\u3044\u307e\u3059\u3002** \u8f9e\u5178\u306ePDF\u306f\u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u3042\u308a\u307e\u3059\u304c\u30011,800\u54c1\u76ee\u304b\u3089\u63a2\u3059\u306e\u306f\u4f4f\u6c11\u306b\u306f\u624b\u9593\u3067\u3001\u96fb\u8a71\u306e\u307b\u3046\u304c\u65e9\u3044\u3068\u601d\u308f\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\uff08b\uff09\u54c1\u76ee\u304c\u8f9e\u5178\u306e\u3069\u3053\u306b\u3042\u308b\u304b\u898b\u3064\u304b\u3089\u306a\u3044\u3002** \u4f4f\u6c11\u306e\u8a00\u3044\u65b9\u3068\u8f9e\u5178\u306e\u898b\u51fa\u3057\u304c\u5408\u3044\u307e\u305b\u3093\u3002\u300c\u4fdd\u51b7\u5264\u300d\u3092\u300c\u307b\u300d\u3067\u63a2\u3057\u3066\u3082\u3001\u8f9e\u5178\u3067\u306f\u300c\u4fdd\u51b7\u5264\uff08\u30bd\u30d5\u30c8\u30bf\u30a4\u30d7\uff09\u300d\u300c\u4fdd\u51b7\u5264\uff08\u30cf\u30fc\u30c9\u30bf\u30a4\u30d7\uff09\u300d\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u898b\u51fa\u3057\u306e\u8a00\u3044\u65b9\u3092\u77e5\u3063\u3066\u3044\u308b\u8077\u54e1\u307b\u3069\u65e9\u304f\u3001\u65b0\u3057\u304f\u6765\u305f\u8077\u54e1\u307b\u3069\u9045\u304f\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u6750\u8cea\u3068\u5927\u304d\u3055\u3067\u533a\u5206\u304c\u5206\u304b\u308c\u308b\u3002** \u540c\u3058\u300c\u304b\u3054\u300d\u3067\u3082\u3001\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u88fd\u304b\u91d1\u5c5e\u88fd\u304b\u3001\u4e00\u8fba\u304c\u4f55\u30bb\u30f3\u30c1\u3092\u8d85\u3048\u308b\u304b\u3067\u533a\u5206\u304c\u5909\u308f\u308a\u307e\u3059\u3002**\u805e\u304d\u8fd4\u3057\u304c\u8db3\u308a\u306a\u3044\u3068\u3001\u8aa4\u3063\u305f\u533a\u5206\u3092\u4f1d\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002** \u8aa4\u3063\u3066\u51fa\u3055\u308c\u305f\u3054\u307f\u306f\u53ce\u96c6\u3055\u308c\u305a\u306b\u6b8b\u308a\u3001\u5225\u306e\u82e6\u60c5\u306b\u306a\u3063\u3066\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002\n\n**\uff08d\uff09\u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306e\u6271\u3044\u304c\u62c5\u5f53\u8005\u3067\u9055\u3046\u3002** \u4f3c\u305f\u54c1\u76ee\u304b\u3089\u63a8\u3057\u3066\u7b54\u3048\u308b\u8077\u54e1\u3082\u3044\u308c\u3070\u3001\u6298\u308a\u8fd4\u3057\u306b\u3059\u308b\u8077\u54e1\u3082\u3044\u307e\u3059\u3002**\u63a8\u3057\u305f\u7b54\u3048\u306f\u8a18\u9332\u306b\u6b8b\u3089\u305a\u3001\u8f9e\u5178\u306b\u3082\u8db3\u3055\u308c\u307e\u305b\u3093\u3002**","before_flow_steps":["\u96fb\u8a71\u3084\u7a93\u53e3\u3067\u3001\u4f4f\u6c11\u304b\u3089\u54c1\u76ee\u306e\u540d\u524d\u3068\u3001\u3069\u3053\u306b\u4f4f\u3093\u3067\u3044\u308b\u304b\u3092\u805e\u304f","\u54c1\u76ee\u304c\u3042\u3044\u307e\u3044\u306a\u3068\u304d\u306f\u3001\u6750\u8cea\u3001\u5927\u304d\u3055\u3001\u96fb\u6c60\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u306a\u3069\u3092\u805e\u304d\u8fd4\u3059","\u5206\u5225\u8f9e\u5178\u306e\u518a\u5b50\u304bPDF\u3092\u958b\u304d\u3001\u4e94\u5341\u97f3\u306e\u898b\u51fa\u3057\u3067\u54c1\u76ee\u3092\u63a2\u3059\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u4f3c\u305f\u8a00\u3044\u65b9\u3067\u63a2\u3057\u76f4\u3059","\u753a\u540d\u304b\u3089\u5730\u533a\u3092\u8abf\u3079\u3001\u53ce\u96c6\u30ab\u30ec\u30f3\u30c0\u30fc\u3067\u305d\u306e\u533a\u5206\u306e\u66dc\u65e5\u3068\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u78ba\u304b\u3081\u308b","\u533a\u5206\u3001\u51fa\u3057\u65b9\u306e\u6ce8\u610f\u3001\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u53e3\u982d\u3067\u4f1d\u3048\u308b","\u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306f\u3001\u62c5\u5f53\u306e\u8077\u54e1\u306b\u805e\u304d\u306b\u884c\u304f\u304b\u3001\u6298\u308a\u8fd4\u3057\u306e\u9023\u7d61\u3092\u7d04\u675f\u3059\u308b","\u53d7\u4ed8\u8a18\u9332\u306e\u8868\u306b\u3001\u54c1\u76ee\u3001\u5730\u533a\u3001\u56de\u7b54\u306e\u5185\u5bb9\u30921\u884c\u3067\u66f8\u304f"],"after_flow":"1. **\u3010\u4f4f\u6c11\u3011** \u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30c1\u30e3\u30c3\u30c8\u7a93\u53e3\u306b\u3001\u54c1\u76ee\u306e\u540d\u524d\u3068\u4f4f\u3093\u3067\u3044\u308b\u753a\u540d\u3092\u66f8\u304f\n2. **\u3010\u81ea\u52d5\u3011** Azure OpenAI \u304c\u3001\u54c1\u76ee\u306e\u8a00\u3044\u65b9\u3092\u691c\u7d22\u306e\u8a00\u8449\u306b\u76f4\u3057\u3001\u8f9e\u5178\u3092\u5f15\u304f\u95a2\u6570\u306e\u547c\u3073\u51fa\u3057\u3092\u8fd4\u3059\n3. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5206\u5225\u8f9e\u5178\u306e\u8868\u3092\u5f15\u304d\u3001\u5019\u88dc\u306e\u884c\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u5019\u88dc\u304c\u8907\u6570\u3042\u308c\u3070\u3001Azure OpenAI \u304c\u6750\u8cea\u3084\u5927\u304d\u3055\u3092\u4f4f\u6c11\u306b\u805e\u304d\u8fd4\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u753a\u540d\u304b\u3089\u5730\u533a\u3092\u5f15\u304d\u3001\u53ce\u96c6\u65e5\u7a0b\u306e\u8868\u304b\u3089\u305d\u306e\u533a\u5206\u306e\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u8a08\u7b97\u3057\u3066\u8fd4\u3059\n6. **\u3010\u81ea\u52d5\u3011** Azure OpenAI \u304c\u3001\u5f15\u3044\u305f\u884c\u306e\u533a\u5206\u30fb\u51fa\u3057\u65b9\u30fb\u6b21\u306e\u53ce\u96c6\u65e5\u3060\u3051\u3092\u4f7f\u3063\u3066\u56de\u7b54\u306e\u6587\u3092\u4f5c\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u8f9e\u5178\u306b\u884c\u304c\u7121\u3044\u54c1\u76ee\u306f\u3001\u533a\u5206\u3092\u7b54\u3048\u305a\u306b\u300c\u62c5\u5f53\u8ab2\u3067\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u5f15\u304d\u7d99\u304e\u306e\u8a18\u9332\u3092\u4f5c\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8ab2\u304c\u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7\u3092\u6bce\u65e5\u898b\u3066\u3001\u4f4f\u6c11\u3078\u6298\u308a\u8fd4\u3059\u3002\u533a\u5206\u3092\u6c7a\u3081\u305f\u3089\u8f9e\u5178\u306b\u884c\u3092\u8db3\u3059\n9. **\u3010\u4eba\u3011** \u96fb\u8a71\u3067\u53d7\u3051\u305f\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u8077\u54e1\u304c\u540c\u3058\u30c1\u30e3\u30c3\u30c8\u306e\u753b\u9762\u3067\u5f15\u304f\n10. **\u3010\u4eba\u3011** \u9031\u306b\u4e00\u5ea6\u3001\u56de\u7b54\u306e\u8a18\u9332\u3092\u629c\u304d\u53d6\u308a\u3067\u8aad\u307f\u3001\u8aa4\u3063\u305f\u6848\u5185\u304c\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u3067\u3001AI \u304c\u4f3c\u305f\u54c1\u76ee\u304b\u3089\u533a\u5206\u3092\u63a8\u3057\u3066\u7b54\u3048\u308b\u3068\u3001\u4f4f\u6c11\u306f\u5e02\u306e\u56de\u7b54\u3068\u3057\u3066\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\u7b54\u3048\u306a\u3044\u3053\u3068\u3092\u6b63\u5e38\u306a\u7d50\u679c\u3068\u3057\u3066\u6271\u3044\u3001\u62c5\u5f53\u8ab2\u3078\u56de\u308b\u9053\u3092\u6700\u521d\u304b\u3089\u4f5c\u308a\u307e\u3059\u3002**\n\n**9\u756a\u76ee\u3082\u5927\u4e8b\u3067\u3059\u3002** \u96fb\u8a71\u306f\u306a\u304f\u306a\u308a\u307e\u305b\u3093\u3002**\u8077\u54e1\u304c\u540c\u3058\u753b\u9762\u3067\u5f15\u3051\u3070\u3001\u96fb\u8a71\u306e1\u4ef6\u3082\u2461\u306e2\u5206\u304c\u307b\u307c\u6d88\u3048\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4f4f\u6c11\u3011** \u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30c1\u30e3\u30c3\u30c8\u7a93\u53e3\u306b\u3001\u54c1\u76ee\u306e\u540d\u524d\u3068\u4f4f\u3093\u3067\u3044\u308b\u753a\u540d\u3092\u66f8\u304f","**\u3010\u81ea\u52d5\u3011** Azure OpenAI \u304c\u3001\u54c1\u76ee\u306e\u8a00\u3044\u65b9\u3092\u691c\u7d22\u306e\u8a00\u8449\u306b\u76f4\u3057\u3001\u8f9e\u5178\u3092\u5f15\u304f\u95a2\u6570\u306e\u547c\u3073\u51fa\u3057\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5206\u5225\u8f9e\u5178\u306e\u8868\u3092\u5f15\u304d\u3001\u5019\u88dc\u306e\u884c\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u5019\u88dc\u304c\u8907\u6570\u3042\u308c\u3070\u3001Azure OpenAI \u304c\u6750\u8cea\u3084\u5927\u304d\u3055\u3092\u4f4f\u6c11\u306b\u805e\u304d\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u753a\u540d\u304b\u3089\u5730\u533a\u3092\u5f15\u304d\u3001\u53ce\u96c6\u65e5\u7a0b\u306e\u8868\u304b\u3089\u305d\u306e\u533a\u5206\u306e\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u8a08\u7b97\u3057\u3066\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** Azure OpenAI \u304c\u3001\u5f15\u3044\u305f\u884c\u306e\u533a\u5206\u30fb\u51fa\u3057\u65b9\u30fb\u6b21\u306e\u53ce\u96c6\u65e5\u3060\u3051\u3092\u4f7f\u3063\u3066\u56de\u7b54\u306e\u6587\u3092\u4f5c\u308b","**\u3010\u81ea\u52d5\u3011** \u8f9e\u5178\u306b\u884c\u304c\u7121\u3044\u54c1\u76ee\u306f\u3001\u533a\u5206\u3092\u7b54\u3048\u305a\u306b\u300c\u62c5\u5f53\u8ab2\u3067\u78ba\u8a8d\u3057\u307e\u3059\u300d\u3068\u8fd4\u3057\u3001\u5f15\u304d\u7d99\u304e\u306e\u8a18\u9332\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8ab2\u304c\u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7\u3092\u6bce\u65e5\u898b\u3066\u3001\u4f4f\u6c11\u3078\u6298\u308a\u8fd4\u3059\u3002\u533a\u5206\u3092\u6c7a\u3081\u305f\u3089\u8f9e\u5178\u306b\u884c\u3092\u8db3\u3059","**\u3010\u4eba\u3011** \u96fb\u8a71\u3067\u53d7\u3051\u305f\u554f\u3044\u5408\u308f\u305b\u306f\u3001\u8077\u54e1\u304c\u540c\u3058\u30c1\u30e3\u30c3\u30c8\u306e\u753b\u9762\u3067\u5f15\u304f","**\u3010\u4eba\u3011** \u9031\u306b\u4e00\u5ea6\u3001\u56de\u7b54\u306e\u8a18\u9332\u3092\u629c\u304d\u53d6\u308a\u3067\u8aad\u307f\u3001\u8aa4\u3063\u305f\u6848\u5185\u304c\u306a\u3044\u304b\u3092\u78ba\u304b\u3081\u308b"],"architecture":"```\n\u4f4f\u6c11\uff08\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u30c1\u30e3\u30c3\u30c8\u7a93\u53e3\uff09\uff0f\u96fb\u8a71\u3092\u53d7\u3051\u305f\u8077\u54e1\uff08\u5e81\u5185\u306e\u540c\u3058\u753b\u9762\uff09\n   \u2502  \u54c1\u76ee\u306e\u540d\u524d\u30fb\u753a\u540d\uff08\u5199\u771f\u306f\u53d7\u3051\u4ed8\u3051\u306a\u3044\uff09\n   \u25bc\n\u30c1\u30e3\u30c3\u30c8\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\uff08\u4f1a\u8a71\u306e\u5c65\u6b74\u3092\u6301\u3064\uff09\n   \u2502\n   \u25bc\nAzure OpenAI\uff08Microsoft Foundry\uff09\u2500\u2500 \u95a2\u6570\u547c\u3073\u51fa\u3057\n   \u2502   lookup_item(\u54c1\u76ee\u306e\u8a00\u8449)\n   \u2502   resolve_district(\u753a\u540d)\n   \u2502   get_next_collection(\u5730\u533a, \u533a\u5206, \u57fa\u6e96\u65e5)\n   \u25bc\n\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u95a2\u6570\u3092\u5b9f\u884c\uff08\u3059\u3079\u3066\u8aad\u307f\u53d6\u308a\u306e\u307f\uff09\n   \u251c\u2500\u2500 \u5206\u5225\u8f9e\u5178\u306e\u8868\uff08\u54c1\u76ee\u30fb\u8aad\u307f\u30fb\u5225\u540d\u30fb\u533a\u5206\u30fb\u51fa\u3057\u65b9\u30fb\u6ce8\u610f\u30fb\u66f4\u65b0\u65e5\uff09\n   \u251c\u2500\u2500 \u753a\u540d\u3068\u5730\u533a\u306e\u5bfe\u5fdc\u8868\n   \u2514\u2500\u2500 \u53ce\u96c6\u65e5\u7a0b\u306e\u8868\uff08\u5730\u533a\u00d7\u533a\u5206\u306e\u66dc\u65e5\u30fb\u9031\uff09\uff0b\u4f11\u307f\u3068\u632f\u66ff\u306e\u8868\n   \u25bc\nAzure OpenAI \u2500\u2500 \u69cb\u9020\u5316\u51fa\u529b\u3067\u6700\u7d42\u306e\u56de\u7b54\u3092\u8fd4\u3059\n   \u2502   answered \uff0f clarifying \uff0f escalated \uff0f out_of_scope\n   \u25bc\n\u4f4f\u6c11\u3078\u56de\u7b54\uff08\u8f9e\u5178\u306e\u884c\u756a\u53f7\u3068\u66f4\u65b0\u65e5\u3092\u6dfb\u3048\u308b\uff09\n   \u2514\u2500\u2500\u25b6 escalated \u306f\u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7\u3078 \u2500\u2500\u3010\u62c5\u5f53\u8ab2\u304c\u6298\u308a\u8fd4\u3057\u30fb\u8f9e\u5178\u306b\u8ffd\u52a0\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u751f\u6210AI | Azure OpenAI\uff08Microsoft Foundry\uff09\uff08\u805e\u304d\u8fd4\u3057\u30fb\u95a2\u6570\u306e\u547c\u3073\u51fa\u3057\u30fb\u56de\u7b54\u6587\uff09 | OpenAI API\u3001Claude API |\n| \u8f9e\u5178\u306e\u7167\u5408 | \u81ea\u56e3\u4f53\u306e\u30b5\u30fc\u30d0\u30fc\u3067\u52d5\u304f\u30c1\u30e3\u30c3\u30c8\u306e\u30d7\u30ed\u30b0\u30e9\u30e0 | \u81ea\u56e3\u4f53\u306e\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u306e\u95a2\u6570\u5b9f\u884c\u30b5\u30fc\u30d3\u30b9 |\n| \u4fdd\u7ba1 | \u5206\u5225\u8f9e\u5178\u30fb\u5730\u533a\u5bfe\u5fdc\u8868\u30fb\u53ce\u96c6\u65e5\u7a0b\u306e\u8868\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff09 | \u8868\u8a08\u7b97\u30d5\u30a1\u30a4\u30eb\u3092\u5b9a\u671f\u7684\u306b\u8aad\u307f\u8fbc\u3080\u5f62 |\n| \u901a\u77e5 | \u5e81\u5185\u30e1\u30fc\u30eb\u30fb\u30b0\u30eb\u30fc\u30d7\u30a6\u30a7\u30a2 | \u5e81\u5185\u30c1\u30e3\u30c3\u30c8 |\n\n**\u5206\u5225\u8f9e\u5178\u3068\u53ce\u96c6\u65e5\u7a0b\u306f\u3001\u65b0\u3057\u304f\u4f5c\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u518a\u5b50\u306e\u5143\u306b\u306a\u3063\u3066\u3044\u308b\u8868\u3092\u3001\u54c1\u76ee\u3054\u3068\u306b1\u884c\u306e\u5f62\u306b\u6574\u3048\u3001**\u5225\u540d\u306e\u5217\u3068\u66f4\u65b0\u65e5\u306e\u5217\u3092\u8db3\u3059\u306e\u304c\u6700\u521d\u306e\u6e96\u5099\u4f5c\u696d\u3067\u3059\u3002** \u53ce\u96c6\u65e5\u7a0b\u306f\u3001\u5730\u533a\u00d7\u533a\u5206\u306e\u66dc\u65e5\u3068\u9031\u306e\u8868\u306b\u3001\u4f11\u307f\u3068\u632f\u66ff\u306e\u8868\u3092\u6dfb\u3048\u307e\u3059\u3002\n\n**Azure OpenAI \u3092\u9078\u3076\u7406\u7531\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6271\u3044\u304c\u6587\u66f8\u3067\u793a\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** Microsoft Learn \u3067\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u306f\u4ed6\u306e\u9867\u5ba2\u306b\u63d0\u4f9b\u3055\u308c\u305a\u3001OpenAI \u306b\u3082\u63d0\u4f9b\u3055\u308c\u305a\u3001**\u8a31\u53ef\u306a\u304f\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306f\u30b9\u30c6\u30fc\u30c8\u30ec\u30b9\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u5fdc\u7b54\u306f\u30e2\u30c7\u30eb\u306b\u4fdd\u5b58\u3055\u308c\u306a\u3044\u3068\u3082\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u8f9e\u5178\u3092\u5f15\u304f\u306e\u306f\u3001\u95a2\u6570\u547c\u3073\u51fa\u3057\u3067\u3059\u3002** \u8981\u6c42\u306b\u95a2\u6570\u3092\u542b\u3081\u308b\u3068\u3001\u30e2\u30c7\u30eb\u306f\u6587\u8108\u304b\u3089\u95a2\u6570\u3092\u547c\u3076\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u3001\u547c\u3076\u3068\u304d\u306f\u5f15\u6570\u3092 JSON \u3067\u8fd4\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u95a2\u6570\u3092\u5b9f\u884c\u3059\u308b\u306e\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5074\u3067\u3001\u305d\u306e\u7d50\u679c\u3092\u30e2\u30c7\u30eb\u306b\u8fd4\u3059\u306e\u3067\u3001\u5b9f\u884c\u3055\u308c\u308b\u52d5\u4f5c\u3092\u3053\u3061\u3089\u3067\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002** \u8f9e\u5178\u306e\u691c\u7d22\u3092\u30e2\u30c7\u30eb\u306e\u77e5\u8b58\u306b\u983c\u3089\u305a\u3001\u8868\u3092\u5f15\u3044\u305f\u7d50\u679c\u306b\u9589\u3058\u3089\u308c\u308b\u306e\u306f\u3001\u3053\u306e\u4ed5\u7d44\u307f\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002\n\n**\u8f9e\u5178\u3092\u691c\u7d22\u306e\u4ed5\u7d44\u307f\u306b\u3064\u306a\u3050\u5f62\u306f\u53d6\u308a\u307e\u305b\u3093\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306f\u3001\u81ea\u5206\u306e\u30c7\u30fc\u30bf\u3092\u63a5\u7d9a\u3059\u308b\u300c\u6301\u3061\u8fbc\u307f\u30c7\u30fc\u30bf\u300d\u306e\u30b7\u30ca\u30ea\u30aa\u3084 Foundry Agents Service \u3067\u306f\u73fe\u6642\u70b9\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u54c1\u76ee\u306f1\u884c\u305a\u3064\u306e\u8868\u306a\u306e\u3067\u3001\u6587\u7ae0\u306e\u691c\u7d22\u3088\u308a\u3001\u8868\u3092\u5f15\u304f\u95a2\u6570\u306e\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u4f4f\u6c11\u304c\u30c1\u30e3\u30c3\u30c8\u7a93\u53e3\u306b\u6700\u521d\u306e\u4e00\u6587\u3092\u66f8\u3044\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u3054\u307f\u306e\u30da\u30fc\u30b8\u3068\u3001\u5206\u5225\u8f9e\u5178\u306ePDF\u306e\u30da\u30fc\u30b8\u306b\u30c1\u30e3\u30c3\u30c8\u306e\u5165\u53e3\u3092\u7f6e\u304d\u307e\u3059\u3002**\u8f9e\u5178\u3092\u63a2\u3057\u306b\u6765\u305f\u4eba\u304c\u3001\u305d\u306e\u307e\u307e\u805e\u3051\u308b\u5834\u6240\u306b\u7f6e\u304f\u306e\u304c\u8981\u70b9\u3067\u3059\u3002**\n\n\u96fb\u8a71\u3092\u53d7\u3051\u305f\u8077\u54e1\u306f\u3001\u5e81\u5185\u306e\u540c\u3058\u753b\u9762\u3092\u958b\u3044\u3066\u3001\u4f4f\u6c11\u304b\u3089\u805e\u3044\u305f\u8a00\u8449\u3092\u305d\u306e\u307e\u307e\u6253\u3061\u307e\u3059\u3002**\u4f4f\u6c11\u5411\u3051\u3068\u8077\u54e1\u5411\u3051\u3067\u4ed5\u7d44\u307f\u3092\u5206\u3051\u307e\u305b\u3093\u3002** \u5206\u3051\u308b\u3068\u3001\u8f9e\u5178\u306e\u66f4\u65b0\u304c\u3069\u3061\u3089\u304b\u4e00\u65b9\u306b\u3057\u304b\u5c4a\u304b\u306a\u3044\u671f\u9593\u304c\u3067\u304d\u307e\u3059\u3002\n\n**\u4f1a\u8a71\u306e\u5c65\u6b74\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u6301\u3061\u3001\u6bce\u56de\u306e\u8981\u6c42\u306b\u305d\u306e\u4f1a\u8a71\u306e\u3084\u308a\u53d6\u308a\u3060\u3051\u3092\u5165\u308c\u307e\u3059\u3002** \u4f1a\u8a71\u3054\u3068\u306b\u8b58\u5225\u5b50\u3092\u632f\u308a\u300130\u5206\u3067\u533a\u5207\u308a\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u4f4f\u6c11\u306e\u767a\u8a00 | \u54c1\u76ee\u306e\u540d\u524d\u3001\u753a\u540d\u3001\u6750\u8cea\u3084\u5927\u304d\u3055\u306e\u7b54\u3048 | \u30c1\u30e3\u30c3\u30c8\u7a93\u53e3 |\n| \u5206\u5225\u8f9e\u5178 | \u54c1\u76eeID\u3001\u54c1\u76ee\u540d\u3001\u8aad\u307f\u3001**\u5225\u540d**\u3001\u533a\u5206\u3001\u51fa\u3057\u65b9\u3001\u6ce8\u610f\u3001**\u66f4\u65b0\u65e5** | \u6e05\u6383\u62c5\u5f53\u8ab2\u306e\u8868 |\n| \u753a\u540d\u3068\u5730\u533a\u306e\u5bfe\u5fdc\u8868 | \u753a\u540d\uff08\u4e01\u76ee\u307e\u3067\uff09\u3001\u5730\u533a\u756a\u53f7 | \u6e05\u6383\u62c5\u5f53\u8ab2\u306e\u8868 |\n| \u53ce\u96c6\u65e5\u7a0b | \u5730\u533a\u00d7\u533a\u5206\u306e\u66dc\u65e5\u3001\u7b2c\u4f55\u9031\u304b\u3001**\u4f11\u307f\u3068\u632f\u66ff\u306e\u65e5\u4ed8** | \u6e05\u6383\u62c5\u5f53\u8ab2\u306e\u8868 |\n| \u57fa\u6e96\u65e5 | \u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u305f\u65e5\u306e\u65e5\u4ed8 | \u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6642\u8a08 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5206\u5225\u8f9e\u5178\u306e\u5225\u540d\u306e\u5217\u3067\u3059\u3002** \u4f4f\u6c11\u306f\u300c\u30db\u30c3\u30ab\u30a4\u30ed\u300d\u300c\u4f7f\u3044\u6368\u3066\u30ab\u30a4\u30ed\u300d\u300c\u30ab\u30a4\u30ed\u300d\u3068\u8a00\u3044\u307e\u3059\u3002\u8f9e\u5178\u306e\u898b\u51fa\u3057\u304c1\u3064\u3067\u3082\u3001**\u5225\u540d\u306b\u8a00\u3044\u65b9\u3092\u4e26\u3079\u3066\u304a\u3051\u3070\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u7167\u5408\u3067\u5f15\u3051\u307e\u3059\u3002** \u5225\u540d\u306e\u5217\u304c\u7a7a\u306e\u307e\u307e\u3067\u306f\u3001AI \u304c\u8a00\u3044\u63db\u3048\u3066\u3082\u8f9e\u5178\u306b\u5c4a\u304d\u307e\u305b\u3093\u3002\n\n**\u66f4\u65b0\u65e5\u306e\u5217\u306f\u3001\u56de\u7b54\u306b\u6dfb\u3048\u308b\u305f\u3081\u306b\u6301\u3061\u307e\u3059\u3002** \u533a\u5206\u306e\u5909\u66f4\u304c\u3042\u3063\u305f\u54c1\u76ee\u306f\u3001\u53e4\u3044\u518a\u5b50\u3092\u898b\u305f\u4f4f\u6c11\u3068\u98df\u3044\u9055\u3044\u307e\u3059\u3002**\u300c\u3053\u306e\u6848\u5185\u306f\u4f55\u6708\u4f55\u65e5\u6642\u70b9\u306e\u8f9e\u5178\u3067\u3059\u300d\u3068\u66f8\u3051\u308c\u3070\u3001\u98df\u3044\u9055\u3044\u306e\u7406\u7531\u3092\u4f4f\u6c11\u304c\u81ea\u5206\u3067\u8aad\u3081\u307e\u3059\u3002**\n\n**\u57fa\u6e96\u65e5\u3092 AI \u306b\u6e21\u3055\u305a\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6642\u8a08\u304b\u3089\u53d6\u308b\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u300c\u6b21\u306e\u53ce\u96c6\u65e5\u300d\u3092\u8a08\u7b97\u3059\u308b\u95a2\u6570\u306b\u57fa\u6e96\u65e5\u3092\u5165\u308c\u3001**\u65e5\u4ed8\u306e\u8a08\u7b97\u306f\u3059\u3079\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u30c7\u30fc\u30bf\u306f3\u3064\u306e\u95a2\u6570\u3067\u53d6\u308a\u307e\u3059\u3002**AI \u304c\u547c\u3079\u308b\u306e\u306f\u3053\u306e3\u3064\u3060\u3051\u3067\u3001\u3059\u3079\u3066\u8aad\u307f\u53d6\u308a\u306e\u307f\u3067\u3059\u3002**\n\n| \u95a2\u6570 | \u5f15\u6570 | \u8fd4\u3059\u3082\u306e |\n|:--|:--|:--|\n| `lookup_item` | \u54c1\u76ee\u306e\u8a00\u8449\uff08AI\u304c\u4f4f\u6c11\u306e\u8a00\u8449\u304b\u3089\u4f5c\u308b\uff09 | \u5019\u88dc\u306e\u884c\uff08\u54c1\u76eeID\u3001\u54c1\u76ee\u540d\u3001\u533a\u5206\u3001\u51fa\u3057\u65b9\u3001\u6ce8\u610f\u3001\u66f4\u65b0\u65e5\u3001\u4e00\u81f4\u306e\u7a2e\u985e\uff09\u3092\u6700\u59275\u4ef6 |\n| `resolve_district` | \u753a\u540d | \u5730\u533a\u756a\u53f7\u3002\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `not_found` |\n| `get_next_collection` | \u5730\u533a\u756a\u53f7\u3001\u533a\u5206 | \u6b21\u306e\u53ce\u96c6\u65e5\u3068\u3001\u305d\u306e\u6b21\u306e\u53ce\u96c6\u65e5\u3002\u4f11\u307f\u3068\u632f\u66ff\u3092\u53cd\u6620\u3057\u305f\u3082\u306e |\n\n**`lookup_item` \u306e\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002** \u54c1\u76ee\u540d\u3068\u5225\u540d\u306e\u5b8c\u5168\u4e00\u81f4\u3001\u8aad\u307f\u306e\u4e00\u81f4\u3001\u90e8\u5206\u4e00\u81f4\u306e\u9806\u306b\u5f15\u304d\u3001**\u3069\u306e\u6bb5\u968e\u3067\u4e00\u81f4\u3057\u305f\u304b\u3092\u300c\u4e00\u81f4\u306e\u7a2e\u985e\u300d\u3068\u3057\u3066\u8fd4\u3057\u307e\u3059\u3002** AI \u306f\u3053\u306e\u5024\u3092\u898b\u3066\u3001\u5b8c\u5168\u4e00\u81f4\u306a\u3089\u7b54\u3048\u3001\u90e8\u5206\u4e00\u81f4\u306a\u3089\u4f4f\u6c11\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u95a2\u6570\u306e\u8aac\u660e\u6587\u306b\u306f\u4e0a\u9650\u304c\u3042\u308a\u307e\u3059\u3002** \u30c4\u30fc\u30eb\u3068\u95a2\u6570\u306e\u8aac\u660e\u306f\u3001\u73fe\u57281,024\u6587\u5b57\u306b\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5f15\u6570\u306e\u66f8\u304d\u65b9\u306e\u6ce8\u610f\u306f\u8aac\u660e\u6587\u306b\u77ed\u304f\u66f8\u304d\u3001\u9577\u3044\u898f\u5247\u306f\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u5074\u306b\u7f6e\u304d\u307e\u3059\u3002**\n\n\u95a2\u6570\u306e\u5b9a\u7fa9\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u66f8\u304d\u307e\u3059\u3002\n\n```json\n{\n  \"type\": \"function\",\n  \"function\": {\n    \"name\": \"lookup_item\",\n    \"description\": \"\u5e02\u306e\u5206\u5225\u8f9e\u5178\u304b\u3089\u54c1\u76ee\u3092\u63a2\u3059\u3002\u4f4f\u6c11\u306e\u8a00\u3044\u65b9\u3092\u3001\u8f9e\u5178\u306e\u898b\u51fa\u3057\u306b\u8fd1\u3044\u4e00\u822c\u7684\u306a\u54c1\u76ee\u540d\u306b\u76f4\u3057\u3066\u6e21\u3059\u3002\u6750\u8cea\u3084\u5927\u304d\u3055\u304c\u5206\u304b\u3063\u3066\u3044\u308c\u3070\u542b\u3081\u308b\u3002\",\n    \"strict\": true,\n    \"parameters\": {\n      \"type\": \"object\",\n      \"properties\": {\n        \"query\": { \"type\": \"string\", \"description\": \"\u54c1\u76ee\u540d\u3002\u4f8b: \u4f7f\u3044\u6368\u3066\u30ab\u30a4\u30ed\u3001\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u88fd\u306e\u304b\u3054\" },\n        \"material\": { \"type\": [\"string\", \"null\"], \"enum\": [\"plastic\", \"metal\", \"wood\", \"glass\", \"cloth\", \"paper\", \"mixed\", null] }\n      },\n      \"required\": [\"query\", \"material\"],\n      \"additionalProperties\": false\n    }\n  }\n}\n```\n\n**`material` \u3092\u7701\u7565\u53ef\u80fd\u306b\u305b\u305a\u3001`null` \u3092\u8a31\u3059\u5f62\u3067\u5fc5\u9808\u306b\u3057\u3066\u3044\u307e\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057\u3001`additionalProperties` \u3092 `false` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3001\u7701\u7565\u53ef\u80fd\u306a\u9805\u76ee\u306f `null` \u3068\u306e\u5171\u7528\u4f53\u3067\u8868\u3059\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u767a\u8a00\u306e\u9577\u3055\u306e\u78ba\u8a8d** \u2026 1\u56de\u306e\u767a\u8a00\u304c\u9577\u3059\u304e\u308b\u3082\u306e\u306f\u5207\u308a\u8a70\u3081\u3001\u54c1\u76ee\u540d\u3068\u753a\u540d\u306e\u90e8\u5206\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\n2. **\u500b\u4eba\u60c5\u5831\u306e\u9664\u53bb** \u2026 \u4f4f\u6c11\u304c\u6c0f\u540d\u3001\u756a\u5730\u3001\u96fb\u8a71\u756a\u53f7\u3092\u66f8\u3044\u305f\u5834\u5408\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u4f0f\u305b\u5b57\u306b\u3057\u3066\u304b\u3089\u6e21\u3057\u307e\u3059\u3002**\u53ce\u96c6\u65e5\u306e\u8a08\u7b97\u306b\u8981\u308b\u306e\u306f\u753a\u540d\uff08\u4e01\u76ee\u307e\u3067\uff09\u3060\u3051\u3067\u3059**\n3. **\u753a\u540d\u306e\u6b63\u898f\u5316** \u2026 \u5168\u89d2\u3068\u534a\u89d2\u3001\u300c\u4e01\u76ee\u300d\u3068\u6570\u5b57\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u3066\u304b\u3089\u5bfe\u5fdc\u8868\u3092\u5f15\u304d\u307e\u3059\n4. **\u8f9e\u5178\u306e\u8868\u306e\u691c\u67fb** \u2026 \u6bce\u671d\u3001\u533a\u5206\u306e\u5217\u304c\u7a7a\u306e\u884c\u3001\u5225\u540d\u304c\u4ed6\u306e\u54c1\u76ee\u3068\u91cd\u8907\u3057\u3066\u3044\u308b\u884c\u3092\u6d17\u3044\u51fa\u3057\u3001\u62c5\u5f53\u8ab2\u3078\u77e5\u3089\u305b\u307e\u3059\n5. **\u53ce\u96c6\u65e5\u7a0b\u306e\u691c\u67fb** \u2026 \u4f11\u307f\u3068\u632f\u66ff\u306e\u8868\u304c\u3001\u5411\u3053\u304660\u65e5\u5206\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u6bce\u671d\u78ba\u304b\u3081\u307e\u3059\u3002**\u8db3\u308a\u306a\u3051\u308c\u3070\u3001\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u306a\u3044\u8a2d\u5b9a\u306b\u5207\u308a\u66ff\u3048\u307e\u3059**\n6. **\u95a2\u6570\u306e\u7d50\u679c\u306e\u6574\u5f62** \u2026 \u5019\u88dc\u306e\u884c\u306f\u3001AI \u306b\u8981\u308b\u5217\u3060\u3051\u306b\u7d5e\u3063\u3066\u8fd4\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u4f4f\u6c11\u306f\u89aa\u5207\u306b\u300c\u25cb\u25cb\u753a3\u4e01\u76ee5\u756a\u306e\u5c71\u7530\u3067\u3059\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u756a\u5730\u3068\u6c0f\u540d\u306f\u56de\u7b54\u306b\u307e\u3063\u305f\u304f\u8981\u3089\u306a\u3044\u306e\u3067\u3001\u6e21\u3055\u306a\u3044\u306e\u304c\u4e00\u756a\u5b89\u5168\u3067\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u4f4f\u6c11\u306e\u8a00\u8449\u3092\u95a2\u6570\u306e\u5f15\u6570\u306b\u76f4\u3059\u3053\u3068\u3001\u8db3\u308a\u306a\u3044\u6761\u4ef6\u3092\u805e\u304d\u8fd4\u3059\u3053\u3068\u3001\u95a2\u6570\u304c\u8fd4\u3057\u305f\u884c\u3060\u3051\u3067\u56de\u7b54\u6587\u3092\u4f5c\u308b\u3053\u3068\u306e3\u3064\u3067\u3059\u3002**\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u54c1\u76ee\u306e\u8a00\u3044\u63db\u3048 | \u300c100\u5747\u306e\u304b\u3054\u300d\u3092\u300c\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u88fd\u306e\u304b\u3054\u300d\u306e\u3088\u3046\u306b\u3001\u8f9e\u5178\u306e\u898b\u51fa\u3057\u306b\u8fd1\u3044\u8a00\u8449\u306b\u3059\u308b | \u4f55\u306e\u54c1\u76ee\u304b\u5206\u304b\u3089\u306a\u3051\u308c\u3070\u805e\u304d\u8fd4\u3059 |\n| \u805e\u304d\u8fd4\u3057 | \u5019\u88dc\u304c\u6750\u8cea\u30fb\u5927\u304d\u3055\u30fb\u96fb\u6c60\u306e\u6709\u7121\u3067\u5206\u304b\u308c\u308b\u3068\u304d\u3001\u305d\u306e\u9055\u3044\u3060\u3051\u3092\u805e\u304f | 2\u56de\u805e\u3044\u3066\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `escalated` |\n| \u753a\u540d\u306e\u78ba\u8a8d | \u753a\u540d\u304c\u7121\u3051\u308c\u3070\u805e\u304f\u3002\u5730\u533a\u304c\u5f15\u3051\u306a\u3051\u308c\u3070\u753a\u540d\u3092\u78ba\u304b\u3081\u308b | \u5f15\u3051\u306a\u3051\u308c\u3070\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u306a\u3044 |\n| \u56de\u7b54\u6587\u306e\u4f5c\u6210 | \u533a\u5206\u3001\u51fa\u3057\u65b9\u3001\u6ce8\u610f\u3001\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u3001\u95a2\u6570\u306e\u7d50\u679c\u306e\u3068\u304a\u308a\u306b\u4e26\u3079\u308b | \u7d50\u679c\u306b\u7121\u3044\u3053\u3068\u306f\u66f8\u304b\u306a\u3044 |\n| \u7bc4\u56f2\u5916\u306e\u898b\u5206\u3051 | \u4e8b\u696d\u6240\u306e\u3054\u307f\u3001\u4e0d\u6cd5\u6295\u68c4\u306e\u901a\u5831\u3001\u7c97\u5927\u3054\u307f\u306e\u7533\u8fbc\u307f\u306e\u624b\u7d9a\u304d | `out_of_scope` \u3068\u3057\u3066\u7a93\u53e3\u3092\u6848\u5185 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306e\u533a\u5206\u3092\u6c7a\u3081\u308b | \u533a\u5206\u306e\u6c7a\u5b9a\u306f\u62c5\u5f53\u8ab2\u306e\u4ed5\u4e8b\u3002\u63a8\u3057\u305f\u7b54\u3048\u304c\u5e02\u306e\u56de\u7b54\u306b\u306a\u308b |\n| \u4f3c\u305f\u54c1\u76ee\u304b\u3089\u533a\u5206\u3092\u63a8\u3059 | \u6750\u8cea\u304c\u540c\u3058\u3067\u3082\u3001\u5927\u304d\u3055\u3084\u5371\u967a\u6027\u3067\u533a\u5206\u304c\u5206\u304b\u308c\u308b |\n| \u53ce\u96c6\u65e5\u3092\u81ea\u5206\u3067\u8a08\u7b97\u3059\u308b | \u4f11\u307f\u3068\u632f\u66ff\u3092\u77e5\u3089\u306a\u3044\u3002\u8a08\u7b97\u306f\u95a2\u6570\u304c\u884c\u3046 |\n| \u624b\u6570\u6599\u3084\u7533\u8fbc\u307f\u65b9\u6cd5\u3092\u7b54\u3048\u308b | \u8f9e\u5178\u306e\u7bc4\u56f2\u5916\u3002\u7c97\u5927\u3054\u307f\u306e\u624b\u7d9a\u304d\u306e\u7a93\u53e3\u3078\u6848\u5185\u3059\u308b |\n| \u5bb6\u96fb4\u54c1\u76ee\u306e\u51e6\u5206\u5148\u3092\u81ea\u5206\u3067\u8aac\u660e\u3059\u308b | \u8f9e\u5178\u306e\u300c\u5e02\u3067\u53ce\u96c6\u3057\u306a\u3044\u3082\u306e\u300d\u306e\u884c\u306b\u66f8\u304b\u308c\u305f\u6848\u5185\u3060\u3051\u3092\u8fd4\u3059 |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u8f9e\u5178\u306b\u300c\u96fb\u52d5\u6b6f\u30d6\u30e9\u30b7\u300d\u304c\u7121\u3044\u3068\u304d\u3001AI \u306f\u300c\u96fb\u6c17\u88fd\u54c1\u306a\u306e\u3067\u5c0f\u578b\u5bb6\u96fb\u306e\u56de\u53ce\u3078\u300d\u3068\u7b54\u3048\u305f\u304f\u306a\u308a\u307e\u3059\u3002**\u305d\u306e\u7b54\u3048\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3067\u306f\u306a\u304f\u3001\u8f9e\u5178\u306b\u6839\u62e0\u304c\u7121\u3044\u3053\u3068\u304c\u554f\u984c\u3067\u3059\u3002**\n\n**\u5bb6\u96fb4\u54c1\u76ee\u306f\u3001\u8f9e\u5178\u306e\u5074\u306b\u884c\u3092\u6301\u305f\u305b\u307e\u3059\u3002** \u74b0\u5883\u7701\u306e\u8aac\u660e\u3067\u306f\u3001\u5bb6\u5ead\u7528\u30a8\u30a2\u30b3\u30f3\u3001\u30c6\u30ec\u30d3\u3001\u96fb\u6c17\u51b7\u8535\u5eab\u30fb\u96fb\u6c17\u51b7\u51cd\u5eab\u3001\u96fb\u6c17\u6d17\u6fef\u6a5f\u30fb\u8863\u985e\u4e7e\u71e5\u6a5f\u304c\u5bb6\u96fb\u30ea\u30b5\u30a4\u30af\u30eb\u6cd5\u306e\u5bfe\u8c61\u3067\u3001**\u6d88\u8cbb\u8005\u306f\u5ec3\u68c4\u3059\u308b\u3068\u304d\u306b\u53ce\u96c6\u904b\u642c\u6599\u91d1\u3068\u30ea\u30b5\u30a4\u30af\u30eb\u6599\u91d1\u3092\u652f\u6255\u3044\u3001\u5c0f\u58f2\u696d\u8005\u306b\u306f\u5f15\u53d6\u308a\u304c\u7fa9\u52d9\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5e02\u306e\u6848\u5185\u306e\u6587\u9762\u306f\u8f9e\u5178\u306e\u884c\u306b\u66f8\u304d\u3001**AI \u306b\u306f\u305d\u306e\u884c\u3092\u8fd4\u3055\u305b\u308b\u3060\u3051\u306b\u3057\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u5e02\u306e\u6e05\u6383\u62c5\u5f53\u8ab2\u306e\u6848\u5185\u4fc2\u3067\u3059\u3002\u4f4f\u6c11\u304b\u3089\u306e\u3001\u3054\u307f\u306e\u5206\u3051\u65b9\u30fb\u51fa\u3057\u65b9\u30fb\n\u53ce\u96c6\u65e5\u306e\u8cea\u554f\u306b\u7b54\u3048\u307e\u3059\u3002\n\n\u3010\u4f7f\u3063\u3066\u3088\u3044\u60c5\u5831\u3011\n- lookup_item\u3001resolve_district\u3001get_next_collection \u306e3\u3064\u306e\u95a2\u6570\u304c\n  \u8fd4\u3057\u305f\u7d50\u679c\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u81ea\u5206\u306e\u77e5\u8b58\u3067\u3001\u3054\u307f\u306e\u533a\u5206\u3001\u51fa\u3057\u65b9\u3001\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u63d0\u4f9b\u3055\u308c\u305f\u95a2\u6570\u4ee5\u5916\u3092\u4f7f\u304a\u3046\u3068\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u9032\u3081\u65b9\u3011\n1. \u54c1\u76ee\u306e\u540d\u524d\u304c\u5206\u304b\u3063\u305f\u3089 lookup_item \u3092\u547c\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u4f4f\u6c11\u306e\u8a00\u3044\u65b9\u306f\u3001\n   \u4e00\u822c\u7684\u306a\u54c1\u76ee\u540d\u306b\u76f4\u3057\u3066\u304b\u3089\u6e21\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. \u7d50\u679c\u306e match_type \u304c exact \u306a\u3089\u3001\u305d\u306e\u884c\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n3. \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3068\u304d\u306f\u3001\u5019\u88dc\u3069\u3046\u3057\u3067\u9055\u3046\u70b9\uff08\u6750\u8cea\u30fb\u5927\u304d\u3055\u30fb\u96fb\u6c60\u306e\u6709\u7121\uff09\n   \u3060\u3051\u3092\u30011\u56de\u306b1\u3064\u8cea\u554f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u533a\u5206\u540d\u3092\u4f4f\u6c11\u306b\u9078\u3070\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n4. \u53ce\u96c6\u65e5\u3092\u805e\u304b\u308c\u305f\u3089\u3001\u753a\u540d\u3092\u78ba\u304b\u3081\u3066 resolve_district \u3092\u547c\u3073\u3001\n   get_next_collection \u3067\u6b21\u306e\u53ce\u96c6\u65e5\u3092\u53d6\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n   \u65e5\u4ed8\u3092\u81ea\u5206\u3067\u8a08\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n5. \u95a2\u6570\u306b\u6e21\u3059\u5024\u3092\u63a8\u6e2c\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u54c1\u76ee\u3084\u753a\u540d\u304c\u3042\u3044\u307e\u3044\u306a\u3089\u3001\n   \u4f4f\u6c11\u306b\u805e\u304d\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b54\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u3053\u3068\u3011\n- lookup_item \u306e\u7d50\u679c\u304c0\u4ef6\u306e\u3068\u304d\u306f\u3001\u533a\u5206\u3092\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u4f3c\u305f\u54c1\u76ee\u304b\u3089\u63a8\u3057\u3066\u7b54\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002status \u3092 escalated \u306b\u3057\u3001\n  \u300c\u62c5\u5f53\u8ab2\u3067\u78ba\u8a8d\u3057\u3066\u9023\u7d61\u3057\u307e\u3059\u300d\u3068\u4f1d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u540c\u3058\u54c1\u76ee\u30672\u56de\u805e\u304d\u8fd4\u3057\u3066\u30821\u3064\u306b\u6c7a\u307e\u3089\u306a\u3044\u3068\u304d\u3082 escalated \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7c97\u5927\u3054\u307f\u306e\u7533\u8fbc\u307f\u65b9\u6cd5\u3084\u624b\u6570\u6599\u3001\u4e8b\u696d\u6240\u306e\u3054\u307f\u3001\u4e0d\u6cd5\u6295\u68c4\u306e\u901a\u5831\u306f\n  out_of_scope \u306b\u3057\u3001\u6848\u5185\u5148\u306e\u7a93\u53e3\u3060\u3051\u3092\u4f1d\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4f4f\u6c11\u304c\u6c0f\u540d\u3084\u756a\u5730\u3092\u66f8\u3044\u3066\u3082\u3001\u56de\u7b54\u306b\u7e70\u308a\u8fd4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u56de\u7b54\u306e\u66f8\u304d\u65b9\u3011\n- \u533a\u5206\u3001\u51fa\u3057\u65b9\u3001\u6ce8\u610f\u3001\u6b21\u306e\u53ce\u96c6\u65e5\u306e\u9806\u306b\u3001\u77ed\u304f\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4f7f\u3063\u305f\u8f9e\u5178\u306e\u884c\u306e item_id \u3068 updated_at \u3092\u5fc5\u305a sources \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d50\u679c\u306b\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u4ed8\u3051\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300c\u95a2\u6570\u306b\u6e21\u3059\u5024\u3092\u63a8\u6e2c\u3057\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u516c\u5f0f\u306e\u6848\u5185\u306b\u6cbf\u3063\u305f\u3082\u306e\u3067\u3059\u3002** Microsoft Learn \u3067\u306f\u3001\u95a2\u6570\u3067\u4f7f\u3046\u5024\u3092\u63a8\u6e2c\u305b\u305a\u3001\u8981\u6c42\u304c\u3042\u3044\u307e\u3044\u306a\u3089\u660e\u78ba\u5316\u3092\u6c42\u3081\u308b\u3088\u3046\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u3067\u6307\u793a\u3059\u308b\u4f8b\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u753a\u540d\u304c\u7121\u3044\u307e\u307e\u3001\u3042\u308a\u305d\u3046\u306a\u5730\u533a\u3067\u53ce\u96c6\u65e5\u3092\u5f15\u304b\u308c\u308b\u3068\u3001\u4f4f\u6c11\u306f\u8aa4\u3063\u305f\u66dc\u65e5\u306b\u3054\u307f\u3092\u51fa\u3057\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6700\u7d42\u306e\u56de\u7b54\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u3067\u6b21\u306e\u5f62\u306e JSON \u306b\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"status\": \"answered | clarifying | escalated | out_of_scope\",\n  \"reply_text\": \"\",\n  \"items\": [\n    {\n      \"query\": \"\",\n      \"item_id\": \"\",\n      \"item_name\": \"\",\n      \"category\": \"\",\n      \"how_to\": \"\",\n      \"note\": \"\",\n      \"updated_at\": \"\"\n    }\n  ],\n  \"collection\": {\n    \"district\": \"\",\n    \"category\": \"\",\n    \"next_dates\": []\n  },\n  \"question\": \"\",\n  \"escalation\": {\n    \"item_words\": \"\",\n    \"reason\": \"not_in_dictionary | unresolved_after_two_questions | district_not_found\"\n  },\n  \"sources\": []\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`status` \u3067\u5f8c\u6bb5\u306e\u51e6\u7406\u3092\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `answered` \u306f\u305d\u306e\u307e\u307e\u4f4f\u6c11\u306b\u8868\u793a\u3057\u3001`escalated` \u306f\u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7\u306b1\u884c\u3092\u8db3\u3057\u3001`out_of_scope` \u306f\u7a93\u53e3\u306e\u6848\u5185\u3092\u6dfb\u3048\u307e\u3059\u3002**\u6587\u306e\u4e2d\u8eab\u3092\u8aad\u307e\u305a\u306b\u3001\u5024\u3060\u3051\u3067\u5206\u5c90\u3067\u304d\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u56de\u7b54\u6587\u3068\u6839\u62e0\u3092\u5225\u306e\u6b04\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** `reply_text` \u306f\u4f4f\u6c11\u5411\u3051\u306e\u6587\u3001`items` \u3068 `sources` \u306f\u8f9e\u5178\u306e\u884c\u3067\u3059\u3002**\u629c\u304d\u53d6\u308a\u3067\u78ba\u304b\u3081\u308b\u3068\u304d\u3001\u6587\u3068\u884c\u3092\u4e26\u3079\u3066\u8aad\u3081\u3070\u3001\u884c\u306b\u7121\u3044\u3053\u3068\u3092\u66f8\u3044\u3066\u3044\u306a\u3044\u304b\u304c\u3059\u3050\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`escalation.reason` \u3067\u62c5\u5f53\u8ab2\u306e\u4ed5\u4e8b\u304c\u5206\u304b\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `not_in_dictionary` \u306f\u8f9e\u5178\u306b\u8db3\u3059\u54c1\u76ee\u306e\u5019\u88dc\u3001`district_not_found` \u306f\u753a\u540d\u306e\u5bfe\u5fdc\u8868\u306e\u4e0d\u5099\u3067\u3059\u3002**\u540c\u3058\u300c\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u300d\u3067\u3082\u3001\u76f4\u3059\u5148\u304c\u9055\u3044\u307e\u3059\u3002**\n\n\u69cb\u9020\u5316\u51fa\u529b\u306f\u3001\u6307\u5b9a\u3057\u305f JSON \u30b9\u30ad\u30fc\u30de\u306b\u5f93\u3063\u3066\u5fdc\u7b54\u3055\u305b\u308b\u6a5f\u80fd\u3067\u3001**\u6709\u52b9\u306a JSON \u3060\u3051\u3092\u4fdd\u8a3c\u3057\u3066\u3044\u305f\u5f93\u6765\u306e JSON \u30e2\u30fc\u30c9\u3068\u306f\u9055\u3044\u3001\u30b9\u30ad\u30fc\u30de\u3078\u306e\u6e96\u62e0\u307e\u3067\u6c42\u3081\u3089\u308c\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u306f\u6700\u5927100\u500b\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30d7\u30ed\u30d1\u30c6\u30a3\u3001\u6700\u59275\u30ec\u30d9\u30eb\u306e\u5165\u308c\u5b50\u307e\u3067\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u3053\u306e\u5f62\u306f\u305d\u306e\u7bc4\u56f2\u306b\u53ce\u307e\u308a\u307e\u3059\u3002\n\n**\u4e26\u5217\u306e\u95a2\u6570\u547c\u3073\u51fa\u3057\u306f\u4f7f\u3044\u307e\u305b\u3093\u3002** \u69cb\u9020\u5316\u51fa\u529b\u306f\u4e26\u5217\u95a2\u6570\u547c\u3073\u51fa\u3057\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u305a\u3001**\u4f7f\u3046\u5834\u5408\u306f `parallel_tool_calls` \u3092 `false` \u306b\u3059\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u54c1\u76ee\u3092\u5f15\u3044\u3066\u304b\u3089\u5730\u533a\u3092\u5f15\u304f\u9806\u756a\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u4e26\u5217\u306b\u3059\u308b\u5229\u70b9\u3082\u3042\u308a\u307e\u305b\u3093\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u30c1\u30e3\u30c3\u30c8\u7a93\u53e3 | \u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u57cb\u3081\u8fbc\u3093\u3060\u753b\u9762 | \u4f4f\u6c11\u306e\u767a\u8a00\u3092\u53d7\u3051\u3001\u56de\u7b54\u3092\u8868\u793a\u3059\u308b |\n| Azure OpenAI | Chat Completions API\uff08v1\uff09 | \u95a2\u6570\u306e\u547c\u3073\u51fa\u3057\u3068\u3001\u69cb\u9020\u5316\u51fa\u529b\u306e\u56de\u7b54 |\n| \u5206\u5225\u8f9e\u5178\u30fb\u5730\u533a\u5bfe\u5fdc\u8868\u30fb\u53ce\u96c6\u65e5\u7a0b | \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8aad\u307f\u53d6\u308a | 3\u3064\u306e\u95a2\u6570\u306e\u4e2d\u8eab |\n| \u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7 | \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u8ffd\u8a18 | `escalated` \u306e\u4f1a\u8a71\u30921\u884c\u305a\u3064\u8db3\u3059 |\n| \u62c5\u5f53\u8ab2\u3078\u306e\u901a\u77e5 | \u5e81\u5185\u30e1\u30fc\u30eb | \u5f15\u304d\u7d99\u304e\u306e\u4ef6\u6570\u3092\u6bce\u671d\u77e5\u3089\u305b\u308b |\n\n**\u8f9e\u5178\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u3053\u306e\u69cb\u6210\u304b\u3089\u306f\u884c\u3044\u307e\u305b\u3093\u3002** AI \u306b\u3082\u95a2\u6570\u306b\u3082\u3001\u8f9e\u5178\u3092\u66f8\u304d\u63db\u3048\u308b\u7d4c\u8def\u3092\u6301\u305f\u305b\u307e\u305b\u3093\u3002**\u533a\u5206\u3092\u6c7a\u3081\u3066\u8f9e\u5178\u306b\u8db3\u3059\u306e\u306f\u3001\u62c5\u5f53\u8ab2\u306e\u8077\u54e1\u304c\u8868\u3092\u76f4\u3059\u4f5c\u696d\u3067\u3059\u3002** \u95a2\u6570\u306f\u8aad\u307f\u53d6\u308a\u3060\u3051\u306e\u6a29\u9650\u3067\u52d5\u304b\u3057\u307e\u3059\u3002\n\n**\u30e2\u30c7\u30eb\u304c\u8fd4\u3057\u305f\u95a2\u6570\u547c\u3073\u51fa\u3057\u306f\u3001\u5b9f\u884c\u3059\u308b\u524d\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u691c\u8a3c\u3057\u307e\u3059\u3002** \u547c\u3076\u95a2\u6570\u306e\u540d\u524d\u304c3\u3064\u306e\u3069\u308c\u304b\u304b\u3001\u5f15\u6570\u304c\u578b\u3069\u304a\u308a\u304b\u3092\u898b\u307e\u3059\u3002Microsoft Learn \u3067\u3082\u3001**\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3057\u305f\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u5e38\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3001\u95a2\u6570\u306b\u306f\u5fc5\u8981\u6700\u5c0f\u9650\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u3060\u3051\u3092\u4e0e\u3048\u308b\u3053\u3068**\u304c\u52e7\u3081\u3089\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306a\u3089\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u306b\u3059\u308b\u4f8b\u304c\u6319\u3052\u3089\u308c\u3066\u3044\u307e\u3059\u3002\n\n**JSON \u306e\u8aad\u307f\u8fbc\u307f\u306e\u5931\u6557\u306b\u3082\u5099\u3048\u307e\u3059\u3002** \u95a2\u6570\u547c\u3073\u51fa\u3057\u306e JSON \u5fdc\u7b54\u304c\u5e38\u306b\u6709\u52b9\u3068\u306f\u9650\u3089\u306a\u3044\u305f\u3081\u3001\u30a8\u30e9\u30fc\u3092\u51e6\u7406\u3059\u308b\u30ed\u30b8\u30c3\u30af\u3092\u8db3\u3059\u5fc5\u8981\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u8aad\u3081\u306a\u304b\u3063\u305f\u3068\u304d\u306f\u540c\u3058\u8981\u6c42\u30921\u56de\u3060\u3051\u3084\u308a\u76f4\u3057\u3001\u305d\u308c\u3067\u3082\u8aad\u3081\u306a\u3051\u308c\u3070 `escalated` \u306b\u3057\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u898b\u308b\u306e\u306f\u3001`escalated` \u306e\u5f15\u304d\u7d99\u304e\u3068\u3001\u629c\u304d\u53d6\u308a\u306e\u8a18\u9332\u3060\u3051\u3067\u3059\u3002** `answered` \u306e\u56de\u7b54\u30921\u4ef6\u305a\u3064\u627f\u8a8d\u3059\u308b\u8a2d\u8a08\u306b\u306f\u3057\u307e\u305b\u3093\u3002\u627f\u8a8d\u3092\u631f\u3080\u3068\u3001\u4f4f\u6c11\u306f\u7b54\u3048\u3092\u5f85\u3064\u3053\u3068\u306b\u306a\u308a\u3001\u96fb\u8a71\u306e\u307b\u3046\u304c\u65e9\u304f\u306a\u308a\u307e\u3059\u3002\n\n1. **\u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7\u3092\u6bce\u671d\u898b\u308b** \u2026 `not_in_dictionary` \u306e\u54c1\u76ee\u306b\u3064\u3044\u3066\u3001\u533a\u5206\u3092\u6c7a\u3081\u3066\u4f4f\u6c11\u306b\u6298\u308a\u8fd4\u3057\u307e\u3059\u3002**\u6298\u308a\u8fd4\u3057\u306e\u671f\u9650\u306f\u3001\u53d7\u3051\u4ed8\u3051\u305f\u7fcc\u958b\u5e81\u65e5\u307e\u3067\u3068\u3057\u307e\u3059**\n2. **\u6c7a\u3081\u305f\u533a\u5206\u3092\u8f9e\u5178\u306b\u8db3\u3059** \u2026 \u54c1\u76ee\u540d\u3068\u3001\u4f4f\u6c11\u304c\u4f7f\u3063\u305f\u8a00\u3044\u65b9\u3092\u5225\u540d\u306b\u5165\u308c\u307e\u3059\u3002**\u6b21\u306b\u540c\u3058\u54c1\u76ee\u3092\u805e\u304b\u308c\u305f\u3068\u304d\u3001\u5f15\u304d\u7d99\u304e\u306b\u306a\u3089\u305a\u306b\u7b54\u3048\u3089\u308c\u307e\u3059**\n3. **\u9031\u306b\u4e00\u5ea6\u300150\u4ef6\u3092\u629c\u304d\u53d6\u3063\u3066\u8aad\u3080** \u2026 `reply_text` \u3068 `items` \u3092\u4e26\u3079\u3001\u884c\u306b\u7121\u3044\u3053\u3068\u3092\u66f8\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u307e\u3059\n4. **\u8aa4\u308a\u3092\u898b\u3064\u3051\u305f\u3089\u8a18\u9332\u3059\u308b** \u2026 \u3069\u306e\u4f1a\u8a71\u306e\u3001\u3069\u306e\u6587\u304c\u3001\u8f9e\u5178\u306e\u3069\u306e\u884c\u3068\u98df\u3044\u9055\u3063\u305f\u304b\u3092\u6b8b\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u6298\u308a\u8fd4\u3057\u3060\u3051\u3067\u7d42\u3048\u308b\u3068\u3001\u540c\u3058\u54c1\u76ee\u304c\u307e\u305f\u5f15\u304d\u7d99\u304e\u306b\u306a\u308a\u307e\u3059\u3002**\u5f15\u304d\u7d99\u304e\u306e\u4ef6\u6570\u304c\u6708\u3092\u8ffd\u3063\u3066\u6e1b\u3063\u3066\u3044\u304f\u304b\u3069\u3046\u304b\u304c\u3001\u8f9e\u5178\u306e\u6574\u5099\u304c\u9032\u3093\u3067\u3044\u308b\u304b\u306e\u76ee\u5b89\u3067\u3059\u3002**\n\n**3\u756a\u76ee\u306e\u629c\u304d\u53d6\u308a\u3067\u898b\u308b\u306e\u306f\u3001\u6839\u62e0\u306e\u5916\u306b\u51fa\u3066\u3044\u306a\u3044\u304b\u3067\u3059\u3002** \u95a2\u6570\u306e\u7d50\u679c\u306b\u7121\u3044\u3053\u3068\u3092\u4ed8\u3051\u8db3\u3057\u3066\u3044\u308c\u3070\u3001\u6307\u793a\u3092\u76f4\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u8f9e\u5178\u306b\u54c1\u76ee\u304c\u7121\u3044 | `escalated`\u3002\u533a\u5206\u3092\u7b54\u3048\u305a\u3001\u62c5\u5f53\u8ab2\u3067\u78ba\u8a8d\u3059\u308b\u3068\u4f1d\u3048\u308b |\n| 2\u56de\u805e\u304d\u8fd4\u3057\u3066\u3082\u54c1\u76ee\u304c\u6c7a\u307e\u3089\u306a\u3044 | `escalated`\u3002\u4f4f\u6c11\u306e\u8a00\u8449\u306e\u307e\u307e\u5f15\u304d\u7d99\u3050 |\n| \u753a\u540d\u304c\u5bfe\u5fdc\u8868\u306b\u7121\u3044 | \u753a\u540d\u3092\u805e\u304d\u76f4\u3059\u3002\u5f15\u3051\u306a\u3051\u308c\u3070\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u305a `escalated` |\n| \u4f11\u307f\u3068\u632f\u66ff\u306e\u8868\u304c\u8db3\u308a\u306a\u3044 | \u6b21\u306e\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u306a\u3044\u3002**\u66dc\u65e5\u3060\u3051\u3092\u6848\u5185\u3057\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u544a\u77e5\u3092\u6848\u5185\u3059\u308b** |\n| \u95a2\u6570\u547c\u3073\u51fa\u3057\u306e JSON \u304c\u8aad\u3081\u306a\u3044 | 1\u56de\u3060\u3051\u3084\u308a\u76f4\u3059\u3002\u3060\u3081\u306a\u3089 `escalated` |\n| \u5b9a\u7fa9\u3057\u3066\u3044\u306a\u3044\u95a2\u6570\u3092\u547c\u307c\u3046\u3068\u3059\u308b | \u5b9f\u884c\u3057\u306a\u3044\u30021\u56de\u3060\u3051\u3084\u308a\u76f4\u3059 |\n| \u4e8b\u696d\u6240\u306e\u3054\u307f\u3001\u4e0d\u6cd5\u6295\u68c4\u306e\u901a\u5831 | `out_of_scope`\u3002\u62c5\u5f53\u306e\u7a93\u53e3\u3092\u6848\u5185\u3059\u308b |\n| \u7c97\u5927\u3054\u307f\u306e\u7533\u8fbc\u307f | `out_of_scope`\u3002\u7533\u8fbc\u307f\u306e\u7a93\u53e3\u3092\u6848\u5185\u3059\u308b |\n| Azure OpenAI \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u300c\u305f\u3060\u3044\u307e\u6848\u5185\u3067\u304d\u307e\u305b\u3093\u300d\u3068\u8868\u793a\u3057\u3001\u8f9e\u5178\u306ePDF\u3068\u96fb\u8a71\u756a\u53f7\u3092\u793a\u3059 |\n\n**\u4e0a\u306e3\u884c\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u308c\u3082 AI \u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u8f9e\u5178\u3068\u5bfe\u5fdc\u8868\u306e\u7a74\u306e\u554f\u984c\u3067\u3059\u3002** \u5f15\u304d\u7d99\u304e\u306e\u7406\u7531\u3092\u6570\u3048\u308c\u3070\u3001\u3069\u3053\u3092\u76f4\u305b\u3070\u3088\u3044\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u4f1a\u8a71\u306e\u8b58\u5225\u5b50\u3001\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3001\u5165\u53e3\uff08\u4f4f\u6c11\u306e\u30c1\u30e3\u30c3\u30c8\uff0f\u8077\u54e1\u306e\u753b\u9762\uff09\n- \u4f4f\u6c11\u306e\u767a\u8a00\uff08\u4f0f\u305b\u5b57\u306b\u3057\u305f\u5f8c\u306e\u3082\u306e\uff09\u3068\u3001AI \u306e\u56de\u7b54\uff08`reply_text`\uff09\n- **\u547c\u3093\u3060\u95a2\u6570\u306e\u540d\u524d\u3001\u5f15\u6570\u3001\u8fd4\u3063\u305f\u7d50\u679c**\n- \u6700\u7d42\u306e JSON\uff08`status`\u3001`items`\u3001`collection`\u3001`escalation`\u3001`sources`\uff09\n- **\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u8f9e\u5178\u306e\u884c\u306e\u66f4\u65b0\u65e5**\n- \u5f15\u304d\u7d99\u304e\u306e\u51e6\u7406\uff08\u6298\u308a\u8fd4\u3057\u305f\u65e5\u6642\u3001\u6c7a\u3081\u305f\u533a\u5206\u3001\u8f9e\u5178\u306b\u8db3\u3057\u305f\u65e5\uff09\n- \u629c\u304d\u53d6\u308a\u306e\u7d50\u679c\u3068\u3001\u8aa4\u308a\u306e\u8a18\u9332\n\n**3\u3064\u76ee\u306e\u95a2\u6570\u306e\u8a18\u9332\u304c\u3001\u3044\u3061\u3070\u3093\u5f79\u306b\u7acb\u3061\u307e\u3059\u3002** \u8aa4\u3063\u305f\u6848\u5185\u304c\u898b\u3064\u304b\u3063\u305f\u3068\u304d\u3001AI \u304c\u8a00\u3044\u63db\u3048\u3092\u8aa4\u3063\u305f\u306e\u304b\u3001\u8f9e\u5178\u306e\u884c\u304c\u8aa4\u3063\u3066\u3044\u305f\u306e\u304b\u3001\u65e5\u7a0b\u306e\u8868\u304c\u53e4\u304b\u3063\u305f\u306e\u304b\u3092\u3001**\u547c\u3093\u3060\u5f15\u6570\u3068\u8fd4\u3063\u305f\u7d50\u679c\u3067\u5207\u308a\u5206\u3051\u3089\u308c\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u53d7\u4ed8\u8a18\u9332\u304b\u3089\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u54c1\u76ee\u309250\u4ef6\u9078\u3076\uff08**\u3046\u306110\u4ef6\u306f\u3001\u8f9e\u5178\u306b\u7121\u304b\u3063\u305f\u54c1\u76ee\u3092\u5165\u308c\u308b**\uff09\n2. \u5206\u5225\u8f9e\u5178\u306e\u8868\u304b\u3089\u3001\u305d\u306e50\u4ef6\u306b\u95a2\u4fc2\u3057\u305d\u3046\u306a\u884c\u3092\u629c\u304d\u51fa\u3057\u30661\u3064\u306e\u8868\u306b\u3059\u308b\n3. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306b\u3001\u8868\u3068\u6b21\u306e\u6307\u793a\u3092\u8cbc\u308b\n4. \u300c\u3053\u306e\u8868\u3060\u3051\u3092\u6839\u62e0\u306b\u3001\u4f4f\u6c11\u306e\u8cea\u554f\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u8868\u306b\u7121\u3044\u54c1\u76ee\u306f\u533a\u5206\u3092\u7b54\u3048\u305a\u300e\u62c5\u5f53\u8ab2\u3067\u78ba\u8a8d\u3057\u307e\u3059\u300f\u3068\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u6750\u8cea\u3084\u5927\u304d\u3055\u3067\u5206\u304b\u308c\u308b\u3068\u304d\u306f\u805e\u304d\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. 50\u4ef6\u306e\u8cea\u554f\u3092\u4f4f\u6c11\u306e\u8a00\u3044\u65b9\u306e\u307e\u307e1\u4ef6\u305a\u3064\u5165\u308c\u3001\u5f53\u6642\u306e\u8077\u54e1\u306e\u56de\u7b54\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**\u8f9e\u5178\u306b\u7121\u304410\u4ef6\u3092\u5fc5\u305a\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002** \u3053\u306e\u69cb\u6210\u3067\u78ba\u304b\u3081\u305f\u3044\u306e\u306f\u3001\u7b54\u3048\u3089\u308c\u308b\u54c1\u76ee\u306e\u6b63\u3057\u3055\u3088\u308a\u3001**\u7b54\u3048\u3066\u306f\u3044\u3051\u306a\u3044\u54c1\u76ee\u3067\u7b54\u3048\u306a\u3044\u304b\u3069\u3046\u304b\u3067\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u8868\u306e\u884c\u3069\u304a\u308a\u306b\u7b54\u3048\u3001\u7121\u3044\u54c1\u76ee\u306f\u7b54\u3048\u306a\u304b\u3063\u305f | **\u95a2\u6570\u547c\u3073\u51fa\u3057\u306e\u5f62\u306b\u9032\u3080** |\n| \u8868\u306b\u7121\u3044\u54c1\u76ee\u3092\u4f3c\u305f\u54c1\u76ee\u304b\u3089\u63a8\u3057\u3066\u7b54\u3048\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u95a2\u6570\u306e\u7d50\u679c\u304c0\u4ef6\u306e\u3068\u304d\u306e\u6271\u3044\u3092\u5148\u306b\u6c7a\u3081\u308b** |\n| \u4f4f\u6c11\u306e\u8a00\u3044\u65b9\u3067\u8868\u306e\u884c\u306b\u5c4a\u304b\u306a\u3044 | **\u5225\u540d\u306e\u5217\u304c\u8db3\u308a\u306a\u3044\u3002** AI \u306e\u554f\u984c\u3067\u306f\u306a\u3044 |\n\n**3\u884c\u76ee\u306f\u3088\u304f\u51fa\u307e\u3059\u3002** \u5c4a\u304b\u306a\u304b\u3063\u305f\u8a00\u3044\u65b9\u3092\u305d\u306e\u307e\u307e\u5225\u540d\u306b\u5165\u308c\u3001\u540c\u305850\u4ef6\u3067\u53d6\u308a\u76f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002","minimal_setup_short":"\u8f9e\u5178\u306e\u4e00\u90e8\u3092\u751f\u6210AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u8077\u54e1\u304c\u4f4f\u6c11\u306e\u8cea\u554f\u3092\u5165\u308c\u3066\u56de\u7b54\u3092\u8aad\u307f\u4e0a\u3052\u308b \uff0f \u54c1\u76ee\u306e\u8a00\u3044\u63db\u3048\u3068\u56de\u7b54\u6587\u306e\u4f5c\u6210","semi_auto_setup":"\u4e0a\u8a18\uff0b\u8077\u54e1\u5411\u3051\u306e\u753b\u9762\u3067\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u4f7f\u3044\u3001\u8f9e\u5178\u3068\u53ce\u96c6\u65e5\u7a0b\u306e\u8868\u3092\u5f15\u304f \uff0f \u8f9e\u5178\u3068\u65e5\u7a0b\u306e\u7167\u5408\u3001\u96fb\u8a71\u306e1\u4ef6\u3042\u305f\u308a\u306e\u6642\u9593\u306e\u77ed\u7e2e","full_setup":"\u4e0a\u8a18\uff0b\u4f4f\u6c11\u5411\u3051\u306e\u30c1\u30e3\u30c3\u30c8\u7a93\u53e3\u3092\u516c\u958b\u3057\u3001\u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7\u3068\u8f9e\u5178\u306e\u8ffd\u52a0\u306e\u6d41\u308c\u307e\u3067\u3064\u306a\u3050 \uff0f \u4e00\u6b21\u56de\u7b54\u306e\u5927\u534a\u3068\u3001\u8f9e\u5178\u306e\u7a74\u306e\u6d17\u3044\u51fa\u3057","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u30011,800\u54c1\u76ee\u3092\u8cbc\u308a\u304d\u308c\u307e\u305b\u3093\u3002** \u554f\u3044\u5408\u308f\u305b\u306e\u591a\u3044\u54c1\u76ee\u306b\u7d5e\u3063\u305f\u8868\u3067\u3001**\u7b54\u3048\u306a\u3044\u52d5\u304d\u304c\u3067\u304d\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u306f\u3001\u8077\u54e1\u3060\u3051\u304c\u4f7f\u3046\u5f62\u3067\u3059\u3002** \u4f4f\u6c11\u306b\u516c\u958b\u3059\u308b\u524d\u306b\u3001\u96fb\u8a71\u3092\u53d7\u3051\u305f\u8077\u54e1\u304c\u540c\u3058\u753b\u9762\u3067\u5f15\u304d\u307e\u3059\u30021\u4ef65\u5206\u306e\u3046\u3061\u2461\u306e2\u5206\u304c\u307b\u307c\u6d88\u3048\u3001**\u8aa4\u3063\u305f\u6848\u5185\u304c\u51fa\u3066\u3082\u8077\u54e1\u304c\u305d\u306e\u5834\u3067\u6c17\u3065\u3051\u307e\u3059\u3002** \u3053\u3053\u30671\u304b\u6708\u3001\u5f15\u304d\u7d99\u304e\u306e\u7406\u7531\u3068\u629c\u304d\u53d6\u308a\u306e\u7d50\u679c\u3092\u6570\u3048\u307e\u3059\u3002\n**\u672c\u683c\u69cb\u6210\u3067\u4f4f\u6c11\u306b\u516c\u958b\u3057\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u4f4f\u6c11\u304c\u81ea\u5206\u3067\u805e\u3044\u305f\u5206\u3060\u3051\u3001\u96fb\u8a71\u305d\u306e\u3082\u306e\u304c\u6e1b\u308b\u304b\u3089\u3067\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u3092\u4f3c\u305f\u54c1\u76ee\u304b\u3089\u63a8\u3057\u3066\u7b54\u3048\u308b | **0\u4ef6\u306e\u3068\u304d\u306f `escalated` \u3068\u6c7a\u3081\u3001\u6307\u793a\u306b\u3082\u66f8\u304f\u3002** \u629c\u304d\u53d6\u308a\u3067\u63a8\u3057\u305f\u7b54\u3048\u3092\u63a2\u3059 |\n| \u4f4f\u6c11\u306e\u8a00\u3044\u65b9\u3067\u8f9e\u5178\u306e\u884c\u306b\u5c4a\u304b\u306a\u3044 | \u5225\u540d\u306e\u5217\u3092\u8db3\u3059\u3002**\u5c4a\u304b\u306a\u304b\u3063\u305f\u8a00\u3044\u65b9\u3092\u6bce\u9031\u5225\u540d\u306b\u5165\u308c\u308b** |\n| \u753a\u540d\u304c\u7121\u3044\u307e\u307e\u53ce\u96c6\u65e5\u3092\u7b54\u3048\u308b | \u95a2\u6570\u306b\u6e21\u3059\u5024\u3092\u63a8\u6e2c\u3055\u305b\u306a\u3044\u3002**\u753a\u540d\u304c\u7121\u3051\u308c\u3070\u805e\u304d\u8fd4\u3059** |\n| \u5e74\u672b\u5e74\u59cb\u306b\u901a\u5e38\u306e\u66dc\u65e5\u3067\u7b54\u3048\u308b | \u4f11\u307f\u3068\u632f\u66ff\u306e\u8868\u304c60\u65e5\u5206\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u6bce\u671d\u78ba\u304b\u3081\u308b |\n| \u805e\u304d\u8fd4\u3057\u304c\u591a\u3059\u304e\u3066\u4f4f\u6c11\u304c\u96e2\u308c\u308b | **\u5019\u88dc\u3069\u3046\u3057\u3067\u9055\u3046\u70b9\u3060\u3051\u3092\u30011\u56de\u306b1\u3064\u805e\u304f** |\n| \u95a2\u6570\u306e\u8aac\u660e\u6587\u306b\u898f\u5247\u3092\u66f8\u304d\u3059\u304e\u308b | \u8aac\u660e\u306f1,024\u6587\u5b57\u306e\u4e0a\u9650\u304c\u3042\u308b\u3002**\u9577\u3044\u898f\u5247\u306f\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u3078** |\n| \u69cb\u9020\u5316\u51fa\u529b\u3068\u4e26\u5217\u306e\u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u4f75\u7528\u3059\u308b | \u4f75\u7528\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u3002**`parallel_tool_calls` \u3092 `false` \u306b\u3059\u308b** |\n| \u5b9a\u7fa9\u3057\u3066\u3044\u306a\u3044\u95a2\u6570\u3092\u547c\u307c\u3046\u3068\u3059\u308b | \u5b9f\u884c\u524d\u306b\u540d\u524d\u3068\u5f15\u6570\u3092\u691c\u8a3c\u3059\u308b\u3002\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u306b\u4e00\u6587\u3092\u5165\u308c\u308b |\n| \u4f4f\u6c11\u304c\u6c0f\u540d\u3084\u756a\u5730\u3092\u66f8\u304f | \u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u4f0f\u305b\u5b57\u306b\u3057\u3066\u304b\u3089\u6e21\u3059 |\n| \u5bb6\u96fb4\u54c1\u76ee\u306e\u51e6\u5206\u5148\u3092 AI \u304c\u81ea\u5206\u3067\u8aac\u660e\u3059\u308b | **\u8f9e\u5178\u306e\u300c\u5e02\u3067\u53ce\u96c6\u3057\u306a\u3044\u3082\u306e\u300d\u306e\u884c\u306b\u6848\u5185\u3092\u66f8\u304d\u3001\u305d\u308c\u3092\u8fd4\u3055\u305b\u308b** |\n| \u8f9e\u5178\u306e\u533a\u5206\u306e\u5909\u66f4\u304c\u56de\u7b54\u306b\u5c4a\u304b\u306a\u3044 | \u8f9e\u5178\u306e\u8868\u3092\u6b63\u672c\u306b\u3057\u3001\u518a\u5b50\u3068PDF\u306f\u8868\u304b\u3089\u4f5c\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u300c\u5206\u304b\u3089\u306a\u3044\u306e\u306b\u7b54\u3048\u308b\u300d\u3068\u3044\u3046\u540c\u3058\u5f62\u3092\u3057\u3066\u3044\u307e\u3059\u3002**\u7b54\u3048\u306a\u3044\u3053\u3068\u3092\u6b63\u5e38\u306a\u7d50\u679c\u3068\u3057\u3066\u6271\u3048\u3066\u3044\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** \u4f4f\u6c11\u304c\u66f8\u3044\u305f\u54c1\u76ee\u306e\u540d\u524d\u3068\u753a\u540d\u3067\u3059\u3002\u4f4f\u6c11\u304c\u81ea\u5206\u304b\u3089\u6c0f\u540d\u3001\u756a\u5730\u3001\u96fb\u8a71\u756a\u53f7\u3092\u66f8\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5206\u5225\u8f9e\u5178\u3068\u53ce\u96c6\u65e5\u7a0b\u306f\u516c\u958b\u3057\u3066\u3044\u308b\u60c5\u5831\u3067\u3059\u3002\n\n1. **\u5916\u90e8\u3078\u6e21\u3059\u306e\u306f\u3001\u54c1\u76ee\u3068\u753a\u540d\u307e\u3067\u306b\u9650\u308b** \u2026 \u53ce\u96c6\u65e5\u306e\u8a08\u7b97\u306b\u756a\u5730\u306f\u8981\u308a\u307e\u305b\u3093\u3002**\u6c0f\u540d\u3001\u756a\u5730\u3001\u96fb\u8a71\u756a\u53f7\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u4f0f\u305b\u5b57\u306b\u3057\u3066\u304b\u3089\u6e21\u3057\u307e\u3059**\n2. **\u51e6\u7406\u3059\u308b\u5730\u57df\u3092\u9078\u3076** \u2026 Global \u3084 DataZone \u306e\u30c7\u30d7\u30ed\u30a4\u3067\u306f\u3001\u6307\u5b9a\u3057\u305f\u5730\u57df\u306e\u5916\u3067\u3082\u51e6\u7406\u3055\u308c\u3046\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4f4f\u6c11\u306e\u767a\u8a00\u3092\u6271\u3046\u69cb\u6210\u306a\u306e\u3067\u3001\u6307\u5b9a\u3057\u305f\u5730\u57df\u5185\u3067\u51e6\u7406\u3055\u308c\u308b\u30c7\u30d7\u30ed\u30a4\u306e\u7a2e\u985e\u3092\u9078\u3073\u307e\u3059**\n3. **\u533a\u5206\u306e\u6c7a\u5b9a\u3092 AI \u306b\u4efb\u305b\u306a\u3044** \u2026 \u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306e\u533a\u5206\u306f\u3001**\u62c5\u5f53\u8ab2\u304c\u6c7a\u3081\u3066\u8f9e\u5178\u306b\u8db3\u3057\u307e\u3059\u3002** AI \u304c\u63a8\u3057\u305f\u533a\u5206\u304c\u5e02\u306e\u56de\u7b54\u3068\u3057\u3066\u5e83\u304c\u308b\u3068\u3001\u53ce\u96c6\u3055\u308c\u306a\u3044\u3054\u307f\u3068\u82e6\u60c5\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\n4. **\u4e0d\u6b63\u4f7f\u7528\u306e\u76e3\u8996\u306e\u6271\u3044\u3092\u78ba\u304b\u3081\u308b** \u2026 Microsoft Learn \u3067\u306f\u3001\u4e0d\u6b63\u4f7f\u7528\u306e\u5146\u5019\u304c\u691c\u51fa\u3055\u308c\u305f\u5834\u5408\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u306e\u30b5\u30f3\u30d7\u30eb\u304c\u30ec\u30d3\u30e5\u30fc\u306e\u305f\u3081\u306b\u9078\u3070\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u3001**\u7ba1\u7406\u5bfe\u8c61\u306e\u9867\u5ba2\u306f\u4e0d\u6b63\u4f7f\u7528\u306e\u76e3\u8996\u306e\u5909\u66f4\u3092\u7533\u8acb\u3067\u304d\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u56e3\u4f53\u306e\u65b9\u91dd\u306b\u7167\u3089\u3057\u3066\u3001\u7533\u8acb\u304c\u8981\u308b\u304b\u3092\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\n5. **\u95a2\u6570\u306b\u306f\u8aad\u307f\u53d6\u308a\u306e\u6a29\u9650\u3060\u3051\u3092\u4e0e\u3048\u308b** \u2026 \u8f9e\u5178\u3001\u5bfe\u5fdc\u8868\u3001\u65e5\u7a0b\u306e\u8868\u3092\u66f8\u304d\u63db\u3048\u3089\u308c\u308b\u6a29\u9650\u3092\u3001AI \u304b\u3089\u547c\u3079\u308b\u7d4c\u8def\u306b\u6301\u305f\u305b\u307e\u305b\u3093\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u533a\u5206\u3084\u66dc\u65e5\u3092\u6848\u5185\u3057\u3066\u3001\u3054\u307f\u304c\u53ce\u96c6\u3055\u308c\u305a\u306b\u6b8b\u308b\u3053\u3068\u3067\u3059\u3002** \u524d\u8005\u306f\u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u3092\u63a8\u3057\u3066\u7b54\u3048\u308b\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u65e5\u7a0b\u306e\u8868\u304c\u53e4\u3044\u304b\u3001\u753a\u540d\u3092\u63a8\u3057\u3066\u5f15\u304f\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u300c\u6839\u62e0\u304c\u7121\u3044\u3068\u304d\u306b\u7b54\u3048\u306a\u3044\u300d\u3067\u9632\u3052\u308b\u306e\u3067\u3001\u305d\u3053\u3060\u3051\u306f\u8a2d\u8a08\u3067\u5b88\u308a\u307e\u3059\u3002**","recommended_for":"\u3054\u307f\u306e\u5206\u3051\u65b9\u30fb\u51fa\u3057\u65b9\u30fb\u53ce\u96c6\u65e5\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u3001\u96fb\u8a71\u3068\u7a93\u53e3\u3068\u30e1\u30fc\u30eb\u3067\u6708\u306b\u5343\u4ef6\u3092\u8d85\u3048\u308b\u5e02\u533a\u753a\u6751\u3002\u54c1\u76ee\u3054\u3068\u306e\u5206\u5225\u8f9e\u5178\uff08\u4e94\u5341\u97f3\u9806\u306e\u54c1\u76ee\u4e00\u89a7\uff09\u3068\u3001\u5730\u533a\u3054\u3068\u306e\u53ce\u96c6\u65e5\u7a0b\u3092\u8868\u306e\u5f62\u3067\u6301\u3063\u3066\u3044\u308b\u3001\u307e\u305f\u306f\u4f5c\u308c\u308b\u5834\u5408\u3002\u554f\u3044\u5408\u308f\u305b\u306e\u591a\u304f\u304c\u300c\u3053\u308c\u306f\u4f55\u3054\u307f\u304b\u300d\u300c\u4f55\u66dc\u65e5\u306b\u51fa\u305b\u3070\u3088\u3044\u304b\u300d\u3067\u3001\u8077\u54e1\u304c\u518a\u5b50\u3068\u53ce\u96c6\u30ab\u30ec\u30f3\u30c0\u30fc\u3092\u5f15\u3044\u3066\u7b54\u3048\u3066\u3044\u308b\u5834\u5408\u3002\u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306e\u5224\u65ad\u3092\u3001\u62c5\u5f53\u8ab2\u304c\u9031\u306b\u4e00\u5ea6\u307e\u3068\u3081\u3066\u884c\u3048\u308b\u4f53\u5236\u304c\u3042\u308b\u5834\u5408\u3002\u7ba1\u7406\u7269\u4ef6\u306e\u5165\u5c45\u8005\u304b\u3089\u3054\u307f\u51fa\u3057\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u53d7\u3051\u308b\u8cc3\u8cb8\u7ba1\u7406\u4f1a\u793e\u306b\u3082\u540c\u3058\u5f62\u304c\u5f53\u3066\u306f\u307e\u308b\u3002","not_recommended_for":"\u5206\u5225\u8f9e\u5178\u304c\u518a\u5b50\u306e\u7d19\u9762\u306b\u3057\u304b\u306a\u304f\u3001\u54c1\u76ee\u3054\u3068\u306e\u533a\u5206\u3092\u8868\u306b\u8d77\u3053\u3059\u4eba\u624b\u3092\u78ba\u4fdd\u3067\u304d\u306a\u3044\u5834\u5408\u3002\u554f\u3044\u5408\u308f\u305b\u306e\u4e2d\u5fc3\u304c\u7c97\u5927\u3054\u307f\u306e\u7533\u8fbc\u307f\u53d7\u4ed8\u3084\u624b\u6570\u6599\u306e\u652f\u6255\u3044\u3067\u3001\u6848\u5185\u3088\u308a\u624b\u7d9a\u304d\u305d\u306e\u3082\u306e\u304c\u91cd\u3044\u5834\u5408\u3002\u554f\u3044\u5408\u308f\u305b\u304c\u6708\u306b\u6570\u5341\u4ef6\u3067\u3001\u62c5\u5f53\u8005\u304c\u76f4\u63a5\u7b54\u3048\u3066\u8db3\u308a\u308b\u5834\u5408\u3002\u306a\u304a\u3001\u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u306e\u533a\u5206\u306e\u6c7a\u5b9a\u3068\u3001\u4e0d\u6cd5\u6295\u68c4\u3084\u4e8b\u696d\u7cfb\u3054\u307f\u306e\u6271\u3044\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u5206\u5225\u8f9e\u5178\u306e\u8868\u306b2\u3064\u306e\u5217\u3092\u8db3\u3059**\n\n\u518a\u5b50\u306e\u5143\u306b\u306a\u3063\u3066\u3044\u308b\u8868\u306b\u3001**\u5225\u540d\u306e\u5217\u3068\u66f4\u65b0\u65e5\u306e\u5217**\u3092\u8db3\u3057\u307e\u3059\u30021,800\u54c1\u76ee\u3059\u3079\u3066\u3092\u4e00\u5ea6\u306b\u57cb\u3081\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u5148\u6708\u306e\u53d7\u4ed8\u8a18\u9332\u3067\u591a\u304b\u3063\u305f\u4e0a\u4f4d200\u54c1\u76ee\u304b\u3089\u57cb\u3081\u307e\u3059\u3002** \u96fb\u8a71\u3092\u53d7\u3051\u3066\u3044\u308b\u8077\u54e1\u306b\u3001\u4f4f\u6c11\u304c\u3088\u304f\u4f7f\u3046\u8a00\u3044\u65b9\u3092\u66f8\u304d\u51fa\u3057\u3066\u3082\u3089\u3046\u3068\u65e9\u304f\u9032\u307f\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a50\u4ef6\u3067\u8a66\u3059**\n\n\u5148\u6708\u306e\u554f\u3044\u5408\u308f\u305b\u304b\u308950\u4ef6\u3092\u9078\u3073\u3001\u3046\u306110\u4ef6\u306f\u8f9e\u5178\u306b\u7121\u304b\u3063\u305f\u54c1\u76ee\u306b\u3057\u307e\u3059\u3002\u624b\u5143\u306e\u751f\u6210AI\u306b\u8868\u306e\u4e00\u90e8\u3092\u8cbc\u308a\u3001**\u7121\u3044\u54c1\u76ee\u3067\u7b54\u3048\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5f15\u304d\u7d99\u304e\u306e\u6d41\u308c\u3092\u6c7a\u3081\u308b**\n\n**\u8f9e\u5178\u306b\u7121\u3044\u54c1\u76ee\u3092\u8ab0\u304c\u3001\u3044\u3064\u307e\u3067\u306b\u3001\u3069\u3046\u6c7a\u3081\u3066\u8f9e\u5178\u306b\u8db3\u3059\u306e\u304b\u3092\u3001\u62c5\u5f53\u8ab2\u3068\u6c7a\u3081\u307e\u3059\u3002** \u3053\u3053\u304c\u6c7a\u307e\u3089\u306a\u3044\u3046\u3061\u306b\u4f4f\u6c11\u306b\u516c\u958b\u3059\u308b\u3068\u3001\u5f15\u304d\u7d99\u304e\u306e\u4e00\u89a7\u304c\u7a4d\u307f\u4e0a\u304c\u308b\u3060\u3051\u306b\u306a\u308a\u307e\u3059\u3002\u753a\u540d\u3068\u5730\u533a\u306e\u5bfe\u5fdc\u8868\u3082\u3001\u4e01\u76ee\u307e\u3067\u5f15\u3051\u308b\u5f62\u306b\u305d\u308d\u3048\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u8077\u54e1\u5411\u3051\u306e\u753b\u9762\u3092\u3064\u306a\u3050**\n\n3\u3064\u306e\u95a2\u6570\u3092\u4f5c\u308a\u3001Azure OpenAI \u306e\u95a2\u6570\u547c\u3073\u51fa\u3057\u3067\u8f9e\u5178\u3068\u53ce\u96c6\u65e5\u7a0b\u3092\u5f15\u304f\u753b\u9762\u3092\u3001\u96fb\u8a71\u3092\u53d7\u3051\u308b\u8077\u54e1\u3060\u3051\u3067\u4f7f\u3044\u59cb\u3081\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u4f4f\u6c11\u306b\u516c\u958b\u3057\u307e\u305b\u3093\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** 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\u4f4f\u6c11\u5411\u3051\u306e\u30c1\u30e3\u30c3\u30c8\u7a93\u53e3\u3092\u516c\u958b\u3057\u30011\u4ef65\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3068\u3001\u96fb\u8a71\u306e\u4ef6\u6570\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5f15\u304d\u7d99\u304e\u306e\u4ef6\u6570\u304c\u6708\u3092\u8ffd\u3063\u3066\u6e1b\u308a\u3001\u8f9e\u5178\u306e\u66f4\u65b0\u304c1\u9031\u9593\u4ee5\u5185\u306b\u56de\u7b54\u3078\u5c4a\u304f\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-0288","UC-0247","UC-0037","UC-0272"],"related_articles":[{"id":4355,"slug":"webinar-shitsumon-denai","title":"\u30a6\u30a7\u30d3\u30ca\u30fc\u3067\u8cea\u554f\u304c\u51fa\u306a\u3044\u306e\u306f\u306a\u305c\uff1f\uff5c\u5bfe\u8a71\u304c\u751f\u307e\u308c\u308b\u9032\u884c"},{"id":8642,"slug":"taiwa-rireki-hozon-sakujo","title":"\u6d88\u3057\u305f\u306f\u305a\u306e\u5bfe\u8a71\u5c65\u6b74\u304c\u6b8b\u308b\u539f\u56e0\u3068\u5bfe\u7b56\uff5c\u6cd5\u4eba\u5951\u7d04\u3067\u898b\u3048\u308b\u7bc4\u56f2"},{"id":4094,"slug":"shoninzu-benkyokai-lead-ai","title":"\u5c11\u4eba\u6570\u306e\u52c9\u5f37\u4f1a\u306f\u5927\u578b\u30bb\u30df\u30ca\u30fc\u306b\u52dd\u3066\u308b\u304b\uff5c\u6fc3\u3044\u5bfe\u8a71\u3067\u30ea\u30fc\u30c9\u3092\u6df1\u3081\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u8981\u6c42\u306b\u95a2\u6570\u3092\u542b\u3081\u308b\u3068\u30e2\u30c7\u30eb\u304c\u547c\u3076\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u3001\u5f15\u6570\u3092 JSON \u3067\u8fd4\u3059\u3053\u3068\u3002\u95a2\u6570\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5b9f\u884c\u3057\u7d50\u679c\u3092\u30e2\u30c7\u30eb\u306b\u8fd4\u3059\u3053\u3068\u3002`tool_choice` \u306e\u65e2\u5b9a\u304c `auto` \u3067\u3001\u540d\u524d\u4ed8\u304d\u306e\u6307\u5b9a\u3084 `none` \u304c\u3042\u308b\u3053\u3068\u3002\u95a2\u6570\u3067\u4f7f\u3046\u5024\u3092\u63a8\u6e2c\u305b\u305a\u660e\u78ba\u5316\u3092\u6c42\u3081\u308b\u6307\u793a\u306e\u4f8b\u3001\u63d0\u4f9b\u3057\u305f\u95a2\u6570\u3060\u3051\u3092\u4f7f\u3046\u6307\u793a\u306e\u4f8b\u3002JSON \u5fdc\u7b54\u304c\u5e38\u306b\u6709\u52b9\u3068\u306f\u9650\u3089\u305a\u30a8\u30e9\u30fc\u51e6\u7406\u304c\u8981\u308b\u3053\u3068\u3002\u95a2\u6570\u547c\u3073\u51fa\u3057\u306e\u691c\u8a3c\u3068\u6700\u5c0f\u9650\u306e\u7279\u6a29\uff08\u8aad\u307f\u53d6\u308a\u5c02\u7528\uff09\u306e\u63a8\u5968\u3002\u95a2\u6570\u304c\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30c8\u30fc\u30af\u30f3\u3092\u4f7f\u3046\u3053\u3068\u3002\u30c4\u30fc\u30eb\u3068\u95a2\u6570\u306e\u8aac\u660e\u304c1,024\u6587\u5b57\u306b\u5236\u9650\u3055\u308c\u308b\u3053\u3068 | [Microsoft Learn: \u95a2\u6570\u547c\u3073\u51fa\u3057\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5](https:\/\/learn.microsoft.com\/ja-jp\/azure\/foundry\/openai\/how-to\/function-calling) | 2026-09-29 |\n| \u69cb\u9020\u5316\u51fa\u529b\u304c\u6307\u5b9a\u3057\u305f JSON \u30b9\u30ad\u30fc\u30de\u306b\u5f93\u308f\u305b\u308b\u6a5f\u80fd\u3067\u3001\u5f93\u6765\u306e JSON \u30e2\u30fc\u30c9\u3068\u9055\u3044\u30b9\u30ad\u30fc\u30de\u3078\u306e\u6e96\u62e0\u307e\u3067\u6c42\u3081\u308b\u3053\u3068\u3002\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u9808\u306b\u3057 `additionalProperties` \u3092 `false` \u306b\u3059\u308b\u3053\u3068\u3001\u7701\u7565\u53ef\u80fd\u306a\u9805\u76ee\u306f `null` \u3068\u306e\u5171\u7528\u4f53\u3067\u8868\u3059\u3053\u3068\u3002\u6700\u5927100\u500b\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30d7\u30ed\u30d1\u30c6\u30a3\u30fb5\u30ec\u30d9\u30eb\u306e\u5165\u308c\u5b50\u3002\u4e26\u5217\u95a2\u6570\u547c\u3073\u51fa\u3057\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u305a `parallel_tool_calls` \u3092 `false` \u306b\u3059\u308b\u3053\u3068\u3002\u6301\u3061\u8fbc\u307f\u30c7\u30fc\u30bf\u306e\u30b7\u30ca\u30ea\u30aa\u3068 Foundry Agents Service \u3067\u306f\u73fe\u6642\u70b9\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u3053\u3068 | [Microsoft Learn: Azure OpenAI \u3067\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5](https:\/\/learn.microsoft.com\/ja-jp\/azure\/foundry\/openai\/how-to\/structured-outputs) | 2026-09-29 |\n| \u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5fdc\u7b54\u304c\u4ed6\u306e\u9867\u5ba2\u3084 OpenAI \u306b\u63d0\u4f9b\u3055\u308c\u305a\u3001\u8a31\u53ef\u306a\u304f\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044\u3053\u3068\u3002\u30e2\u30c7\u30eb\u304c\u30b9\u30c6\u30fc\u30c8\u30ec\u30b9\u3067\u3042\u308b\u3053\u3068\u3002Global\u30fbDataZone \u4ee5\u5916\u306e\u30c7\u30d7\u30ed\u30a4\u3067\u306f\u6307\u5b9a\u3057\u305f\u5730\u57df\u5185\u3067\u51e6\u7406\u3055\u308c\u308b\u3053\u3068\u3002\u4e0d\u6b63\u4f7f\u7528\u306e\u76e3\u8996\u3067\u30b5\u30f3\u30d7\u30eb\u304c\u30ec\u30d3\u30e5\u30fc\u306e\u305f\u3081\u306b\u9078\u3070\u308c\u3046\u308b\u3053\u3068\u3001\u7ba1\u7406\u5bfe\u8c61\u306e\u9867\u5ba2\u304c\u76e3\u8996\u306e\u5909\u66f4\u3092\u7533\u8acb\u3067\u304d\u308b\u3053\u3068 | [Microsoft Learn: Azure \u304c\u8ca9\u58f2\u3059\u308b Foundry \u30e2\u30c7\u30eb\u306e\u30c7\u30fc\u30bf\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3](https:\/\/learn.microsoft.com\/ja-jp\/azure\/foundry\/responsible-ai\/openai\/data-privacy) | 2026-09-29 |\n| \u5bb6\u96fb\u30ea\u30b5\u30a4\u30af\u30eb\u6cd5\u306e\u5bfe\u8c61\u304c\u5bb6\u5ead\u7528\u30a8\u30a2\u30b3\u30f3\u3001\u30c6\u30ec\u30d3\u3001\u96fb\u6c17\u51b7\u8535\u5eab\u30fb\u96fb\u6c17\u51b7\u51cd\u5eab\u3001\u96fb\u6c17\u6d17\u6fef\u6a5f\u30fb\u8863\u985e\u4e7e\u71e5\u6a5f\u306e4\u54c1\u76ee\u3067\u3042\u308b\u3053\u3068\u3002\u6d88\u8cbb\u8005\u304c\u53ce\u96c6\u904b\u642c\u6599\u91d1\u3068\u30ea\u30b5\u30a4\u30af\u30eb\u6599\u91d1\u3092\u652f\u6255\u3046\u3053\u3068\u3001\u5c0f\u58f2\u696d\u8005\u306b\u5f15\u53d6\u308a\u304c\u7fa9\u52d9\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u3053\u3068 | [\u74b0\u5883\u7701: \u5bb6\u96fb\u30ea\u30b5\u30a4\u30af\u30eb\u6cd5\u306e\u6982\u8981](https:\/\/www.env.go.jp\/recycle\/kaden\/gaiyo.html) | 2026-09-29 |\n\n**\u5206\u5225\u306e\u533a\u5206\u3068\u53ce\u96c6\u65e5\u7a0b\u306f\u3001\u5404\u81ea\u6cbb\u4f53\u306e\u8f9e\u5178\u3068\u544a\u77e5\u304c\u6b63\u672c\u3067\u3059\u3002** \u672c\u8a18\u4e8b\u306f\u67b6\u7a7a\u306e\u5e02\u306e\u8f9e\u5178\u3092\u524d\u63d0\u306b\u3057\u305f\u69cb\u6210\u3067\u3001\u7279\u5b9a\u306e\u81ea\u6cbb\u4f53\u306e\u533a\u5206\u3092\u793a\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[126,123,122],"uc_ai_service":[],"uc_automation":[],"uc_industry":[20,36],"uc_department":[40,45],"uc_task":[58,57],"uc_issue":[71,69,68],"uc_effect":[79,82,78],"uc_ai_function":[97],"class_list":["post-13972","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-azure-openai","uc_ai_model-chatgpt","uc_ai_model-claude","uc_industry-real-estate","uc_industry-government","uc_department-customer-support","uc_department-general-affairs","uc_task-inquiry-response","uc_task-information-search","uc_issue-short-staffed","uc_issue-many-inquiries","uc_issue-cannot-find-info","uc_effect-standardization","uc_effect-faster-response","uc_effect-hours-saved","uc_ai_function-conversation"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/13972","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\/13972\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=13972"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=13972"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=13972"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=13972"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=13972"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=13972"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=13972"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=13972"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=13972"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=13972"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}