# version 202512051911 # 意图描述模板（同类问题应具备较高的相似度和关联度，不同类的问题间应保持较低的相似度和关联度，不符合阈值的统一走搜索分支） # 字典键为自编号 # 不要忘记更新faiss！！！ template = { # 水厂问题 "1":["查询当前、今天、昨天或过去某个时间段的水厂产水水质数据，如外供水电导率、外供水PH、进水氨氮、进水COD、进水总氮、进水水温、进水总磷等产水水质参数等。", "查询水厂的某个水质数据", "水厂今天进水COD、悬浮物、氨氮、总氮、总磷、是多少", "水厂今天进水浊度、电导率、电导、温度是多少", "水厂今天产水COD、悬浮物、氨氮、总氮、总磷是多少", "水厂今天产水浊度、电导率、电导、温度是多少", "查询水厂今天的外供水电导率、外供水PH、进水氨氮、进水COD、进水总氮、进水水温、进水总磷等产水水质", "水厂今天的产水电导率是多少", "水厂今天的进水电导率是多少", "水厂今天的进水浊度是多少", "水厂今天的产水浊度是多少", "水厂今天的超滤进水浊度是多少", "水厂今天的产水浊度是多少", "查看进水电导率是多少", "查看产水电导率是多少",], "2":["查询当前、今天、昨天或过去某个时间段的水厂电耗、能耗等信息，如累计用电量等", "查询水厂用电量或能耗", "水厂哪台设备用电量最高？什么设备用电量最高？", "今天水厂的用电量和耗电量是多少？",], "4":["查询当前、今天、昨天或过去某个时间段的水厂用水量和进水产水流量相关的数据，如总进水量(进水总量)、总出水量(出水总量)、总进水流量或总出水流量。", "查询水厂进出水量和流量", "今天水厂进水量是多少？", "水厂今天的产水量是多少", "水厂今天的浓水产水量是多少？", "最近一段时间水厂水量怎么样？是否达标？", "水量达标了吗？"], "5":["查询当前、今天、昨天或过去某个时间段的水厂药耗情况，如氢氧化钠、盐酸、次氯酸钠、阻垢剂、凝絮剂、杀菌剂等药剂的用药量", "查询水厂药剂药耗情况", "水厂用了多少的还原剂？", "水厂用了多少阻垢剂？", "水厂用了多少氢氧化钠", "水厂用了多少次氯酸钠", "水厂用了多少杀菌剂", "水厂用了多少盐酸", "水厂药剂和药耗使用情况"], "6":["看看水厂综合工况", "水厂整体工况怎么样？", "水厂综合工况怎么样？", "看看水厂超滤、反渗透和水泵的工况"], "7":["查询水厂漏水检测记录", "当前有哪些管道或区域处于漏水报警状态？", "看看管道有没有漏水的地方。", "水厂漏水了吗？有没有漏水的情况呢？"], "8":["查水厂今日水质数据、进水、产水水质情况等信息"], # 已经与1合并 "9":["查水厂过去历史时期，如昨天、上周等水质数据、进水、产水水质情况等信息"], # 已经与8合并 "10":["打开水厂视频监控", "打开监控", "我想回放昨天下午三点在污泥处理区的监控录像，该怎么操作？", "能不能同时显示多个摄像头的画面？或者设置画面自动轮巡查看？", "我想看一下集成在三维厂区模型上的视频。"], "11":["查看水厂的数字孪生BIM模型"], # 关联数字孪生BIM模型 "13":["打开水厂的scada软件页面。", "打开水厂的scada组态页面。"], "15":["打开AI运营管理模块，看看今天水厂运营的怎么样，运营情况如何。", "今天水厂的运营情况怎么样？"], "17":["你今天为水厂做了哪些工作呢？今天都干什么了？", "今天水厂发了多少自控指令呢？", "今天水厂派了多少工单呢？"], "18":["打开水厂智慧在线巡检页面，进行系统自检。", "看看水厂的巡检自检情况。", "水厂现在有没有异常？"], "19":["打开水厂门禁记录", "打开水厂门禁管理模块"], "20":["打开报警页面。", "打开安防报警模块"], "21":["打开水厂的水质管理页面模块，查询近期产水水质的详情，了解过去一段时间的水质统计数据。", "最近一段时间水厂的水质情况怎么样？是否达标？", "统计分析最近水厂的水质情况", "水质达标了吗？"], # 关联水质管理模块 "22":["打开水厂的水量管理页面模块，查询近期水量的详情，了解过去一段时间的水量统计数据。", "统计分析最近一段时间的水厂水量",], # 关联水量管理页面 "23":["打开水厂的能耗电耗管理页面模块，查询近期能耗情况，了解产水电耗和用电量的统计数据。", "最近一段时间水厂的电耗用电量是多少？", "统计分析最近一段时间的电耗用电量"], # 关联能耗管理页面 "24":["打开水厂的药耗管理页面模块，查询近期药耗情况，了解过去一段时间药耗量情况。", "最近一段时间水厂的药耗情况怎么样？", "统计分析最近水厂的药耗情况"], # 关联药耗管理页面 "25":["查询水厂水泵、泵组的工况和实时运行情况", # 关联水泵工况 "水厂水泵运行情况、运行的怎么样？", "看看水厂水泵的效率怎么样。", "看看水厂水泵泵组的效果怎么样"], "26":[#"打开水厂超滤工况", "水厂超滤运行得怎么样？", "水厂超滤情况如何？效果怎么样？"], # 关联超滤工况 "27":["打开水厂反渗透工况", # 关联反渗透工况 "水厂反渗透运行的怎么样？", "水厂反渗透情况如何？效果怎么样？"], "28":["打开AI工况管理页面，看看工况得了多少分？", "给水厂工况评个分吧。", "给水厂运行工况打分"], # 关联AI工况，与6综合工况查询容易混淆 "29":["打开水厂的成本管理模块，查询水厂的吨水电和吨水药等经营成本。", # 关联成本管理模块 "目前水厂的吨水电成本是多少？", "目前水厂的吨水药成本是多少？", "水厂运营成本如何？", "分析水厂成本情况"], "30":["打开水厂工单管理页面",], "31":["水厂安装了哪些设备和仪器？请列出设备清单。", "水厂安装了哪些仪器、电器自控设备、阀？", "水厂安装了哪些膜设备、加药装置、泵？"], "32":["查看水厂设备维修记录、维修情况。", "水厂哪些设备维修过？"], "33":["查看水厂设备保养计划。", "水厂现在有哪些设备需要保养？"], "34":["查看水厂设备的保养情况和保养记录。", "水厂目前保养过哪些设备？"], "35":["打开照明设备控制模块", "水厂照明设备的当前状态"], "36":["打开空调设备控制模块", "水厂空调当前状态"], "37":["打开文档管理模块", "下载水厂年度计划模板", "打开危险化学物品文档", "打开风险管理文档", "打开安全讲座文档", "打开应急演练文档", "打开应急预案文档", "打开安全操作手册", "打开水厂安全文档"], "38":["介绍水厂详情，了解水厂规模、地点、建设背景、执行标准、项目人员、建设单位。", "介绍水厂，水厂简介"], "39":["水厂用了哪些工艺？介绍工艺信息", "介绍水厂采用了什么工艺"], "40":["打开水厂运营报表页面", "打开水厂运营记录"], "41":["打开水厂绩效管理页面", "水厂个人绩效评分记录"], "42":["打开水厂库存报告", "打开水厂备品总览",], "43":["打开水厂库存管理", "看看水厂库存情况"], "44":["打开水厂入库记录", "打开水厂入库管理"], "45":["打开水厂出库记录", "打开水厂出库管理"], "46":["打开水厂报废记录", "打开水厂报废管理"], "47":["打开水厂盘点记录", "打开水厂盘点管理"], "48":["打开水厂工单配置"], "49":["打开AI综合分析面板，查看水厂各方面分析数据。", "打开AI驾驶舱", "打开AI数据驾驶舱", "打开水厂驾驶舱"], "50":["打开区域驾驶舱"], "51":["打开水厂仪表管理页面"], "53":["打开水厂工艺模型"], "54":["打开水厂视觉模型", "打开水厂视觉识别模型"], "55":["打开水厂听觉模型", "打开水厂异响识别模型"], "56":["打开红外模型", "打开红外感知模型"], "57":["打开膜系统稳定性模型"], "58":["查询超滤UF曲线或者反渗透RO曲线"], # 需要细分小类 "59":["打开水厂日报"], "60":["打开水厂功能菜单"], "61":["打开水厂生产绩效"], "62":["打开水厂生产效率"], "63":["打开水厂设备与环境异常"], "64":["打开水厂资产管理"], "66":["打开水厂报告管理", "帮我输出水厂的运营报告"], "67":["打开水厂温湿度烟感", "水厂的温度湿度怎么样？", "看看水厂的温度和湿度情况"], "68":["打开水厂工单记录"], "69":["打开水厂工单状态", "打开水厂工单统计"], "70":["打开水厂工单绩效"], "71":["打开水厂生产报告"], "72":["打开水厂财务报告"], "73":["打开水厂人力绩效"], "74":["打开水厂数字资产"], "75":["打开水厂实物资产"], "76":["打开水厂工艺监控", "打开水厂的工艺监控数据"], "78":["查询流量、压差曲线、压力曲线、进水或产水电导曲线、渗透率曲线、脱盐率曲线",], # *?* 是否能够和58合并 # 固定问答 "0": ["泵的日常保养需要做哪些步骤？", "能给一份详细的泵保养规程吗？", "泵运行噪音很大，该怎么检查和保养？", "添加絮凝剂、还原剂或阻垢剂的具体操作步骤是什么？包括药剂配制、投加方法和注意事项。", "添加絮凝剂的具体步骤是什么？", "如何添加絮凝剂？", "添加阻垢剂的具体步骤是什么？", "如何添加阻垢剂？" "添加盐酸的步骤是什么？", "添加氢氧化钠的步骤是什么？", "添加次氯酸钠的步骤是什么？"], # 意见反馈 "100": ["这个设计我觉得不太合理，某个功能有问题，应该从某个方面加以改进。", "反馈一个bug，某个功能使用的时候出现了一些问题。", "你们的产品做得很好，希望后续能增加多语言支持", "我想给你提个意见"], # 金科环境企业相关问题 "101": ["查询金科环境企业相关的问题，如发展历程、核心技术、新水岛产品介绍、超滤反渗透产品参数、业务范围介绍，具备哪些资质、企业文化、公司制度、公司新闻大事件等", "介绍一下金科环境。", "了解金科环境企业相关的问题", "金科环境的产品有哪些", "金科环境的公司制度是什么？", "金科环境的公司情况、介绍、业务、资质是什么？", "水萝卜是什么？新水岛是什么？两者有什么关系？"], # "102": ["查看新水岛项目总览。", # "打开新水岛项目管理页面", # "查看新水岛项目概况", # "打开新水岛项目统一管理模块",], # 人脸识别 "201": ["对人脸识别功能进行控制和操作，如打开或关闭人脸识别、查看有没有人在场", ], # 有奖问答 "202": ["打开有奖问答", "关闭有奖问答", "关掉有奖问答", "开启有奖问答"], # 污水处理工艺问题 "301":["询问污水处理工艺问题，技术原理细节，工艺细节。", "介绍双膜工艺技术原理。", "膜系统稳定性如何提升？", "视觉模型能识别哪些工艺问题？", "针对目前饮用水安全，给水厂采用什么处理工艺应对?", "难降解有机废水采用哪种工艺处理？是否有专利技术？", "生化接触氧化工艺处理高硬度废水如何防止污堵和结垢？", "在饮用水深度处理中，如何保障膜系统运行稳定，抗污染能力强？"], # 面板控制 # "401": ["关闭或打开左侧面板", # "关闭或打开左边栏", # "隐藏左面板或左边栏"], # 自我介绍 "501":["你是谁？请介绍一下你自己。", "询问水萝卜是什么呢？", "你能做什么，有哪些功能？"], } # 映射意图自编号为大类、小类，同时记录是否需要细分小类和是否关联某个编号进行一致处理 # 格式说明： # parent表示大类，child表示子类，leaf为True表示不需要细分小类，leaf为False表示需要细分小类，related_id为None表示处理方法独立，否则和相应的编号走相同分支 intent_code = { # 水厂问题 "1":{"parent":1,"child":1,"leaf":True,"related_id":None, "alias":"PLC查询_by_bge"}, "2":{"parent":1,"child":2,"leaf":True,"related_id":None, "alias":"电耗查询_by_bge"}, "3":{"parent":1,"child":3,"leaf":True,"related_id":None, "alias":"不存在_by_bge"}, # 不存在 "4":{"parent":1,"child":4,"leaf":True,"related_id":None, "alias":"水量管理模块_by_bge"}, "5":{"parent":1,"child":5,"leaf":True,"related_id":None, "alias":"药耗查询_by_bge"}, "6":{"parent":1,"child":6,"leaf":True,"related_id":None, "alias":"工况查询_by_bge"}, "7":{"parent":1,"child":7,"leaf":True,"related_id":None, "alias":"漏水查询_by_bge"}, "8":{"parent":1,"child":8,"leaf":True,"related_id":None, "alias":"今日水质查询_by_bge"}, # 弃用 "9":{"parent":1,"child":9,"leaf":True,"related_id":None, "alias":"历史水质查询_by_bge"}, # 弃用 "10":{"parent":1,"child":10,"leaf":True,"related_id":None, "alias":"视频监控查询_by_bge"}, "11":{"parent":1,"child":11,"leaf":True,"related_id":None, "alias":"数字孪生查询_by_bge"}, "13":{"parent":1,"child":13,"leaf":True,"related_id":None, "alias":"组态查询_by_bge"}, "15":{"parent":1,"child":15,"leaf":True,"related_id":None, "alias":"运营查询_by_bge"}, "17":{"parent":1,"child":17,"leaf":True,"related_id":None, "alias":"工作查询_by_bge"}, "18":{"parent":1,"child":18,"leaf":True,"related_id":None, "alias":"在线检测_by_bge"}, "19":{"parent":1,"child":19,"leaf":True,"related_id":None, "alias":"门禁查询_by_bge"}, "20":{"parent":1,"child":20,"leaf":True,"related_id":None, "alias":"安防报警查询_by_bge"}, "21":{"parent":1,"child":21,"leaf":True,"related_id":None, "alias":"水质管理模块_by_bge"}, "22":{"parent":1,"child":22,"leaf":True,"related_id":None, "alias":"水量模块查询_by_bge"}, "23":{"parent":1,"child":23,"leaf":True,"related_id":None, "alias":"电耗模块查询_by_bge"}, "24":{"parent":1,"child":24,"leaf":True,"related_id":None, "alias":"药耗模块查询_by_bge"}, "25":{"parent":1,"child":25,"leaf":True,"related_id":None, "alias":"泵组工况查询_by_bge"}, "26":{"parent":1,"child":26,"leaf":True,"related_id":None, "alias":"超滤工况查询_by_bge"}, "27":{"parent":1,"child":27,"leaf":True,"related_id":None, "alias":"反渗透工况查询_by_bge"}, "28":{"parent":1,"child":28,"leaf":True,"related_id":None, "alias":"工况管理查询_by_bge"}, "29":{"parent":1,"child":29,"leaf":True,"related_id":None, "alias":"成本模块查询_by_bge"}, "30":{"parent":1,"child":30,"leaf":True,"related_id":None, "alias":"工单查询_by_bge"}, "31":{"parent":1,"child":31,"leaf":True,"related_id":None, "alias":"设备信息查询_by_bge"}, "32":{"parent":1,"child":32,"leaf":True,"related_id":None, "alias":"维修记录查询_by_bge"}, "33":{"parent":1,"child":33,"leaf":True,"related_id":None, "alias":"保养计划查询_by_bge"}, "34":{"parent":1,"child":34,"leaf":True,"related_id":None, "alias":"保养记录查询_by_bge"}, "35":{"parent":1,"child":35,"leaf":True,"related_id":None, "alias":"照明查询_by_bge"}, "36":{"parent":1,"child":36,"leaf":True,"related_id":None, "alias":"空调查询_by_bge"}, "37":{"parent":1,"child":37,"leaf":True,"related_id":None, "alias":"文档查询_by_bge"}, "38":{"parent":1,"child":38,"leaf":True,"related_id":None, "alias":"水厂模块查询_by_bge"}, "39":{"parent":1,"child":39,"leaf":True,"related_id":None, "alias":"水厂工艺查询_by_bge"}, "40":{"parent":1,"child":40,"leaf":True,"related_id":None, "alias":"报表查询_by_bge"}, "41":{"parent":1,"child":41,"leaf":True,"related_id":None, "alias":"绩效查询_by_bge"}, "42":{"parent":1,"child":42,"leaf":True,"related_id":None, "alias":"库存模块查询_by_bge"}, "43":{"parent":1,"child":43,"leaf":True,"related_id":None, "alias":"库存列表查询_by_bge"}, "44":{"parent":1,"child":44,"leaf":True,"related_id":None, "alias":"入库查询_by_bge"}, "45":{"parent":1,"child":45,"leaf":True,"related_id":None, "alias":"出库查询_by_bge"}, "46":{"parent":1,"child":46,"leaf":True,"related_id":None, "alias":"报废查询_by_bge"}, "47":{"parent":1,"child":47,"leaf":True,"related_id":None, "alias":"盘点查询_by_bge"}, "48":{"parent":1,"child":48,"leaf":True,"related_id":None, "alias":"工单配置查询_by_bge"}, "49":{"parent":1,"child":49,"leaf":True,"related_id":None, "alias":"AI分析查询_by_bge"}, "50":{"parent":1,"child":50,"leaf":True,"related_id":None, "alias":"区域驾驶舱查询_by_bge"}, "51":{"parent":1,"child":51,"leaf":True,"related_id":None, "alias":"仪表查询_by_bge"}, "52":{"parent":1,"child":52,"leaf":True,"related_id":None, "alias":"AI管理查询_by_bge"}, "53":{"parent":1,"child":53,"leaf":True,"related_id":None, "alias":"工艺模型查询_by_bge"}, "54":{"parent":1,"child":54,"leaf":True,"related_id":None, "alias":"视觉模型查询_by_bge"}, "55":{"parent":1,"child":55,"leaf":True,"related_id":None, "alias":"听觉模型查询_by_bge"}, "56":{"parent":1,"child":56,"leaf":True,"related_id":None, "alias":"红外模型查询_by_bge"}, "57":{"parent":1,"child":57,"leaf":True,"related_id":None, "alias":"膜系统查询_by_bge"}, "58":{"parent":1,"child":58,"leaf":True,"related_id":None, "alias":"数据曲线查询_by_bge"}, "59":{"parent":1,"child":59,"leaf":True,"related_id":None, "alias":"日报查询_by_bge"}, "60":{"parent":1,"child":60,"leaf":True,"related_id":None, "alias":"功能菜单查询_by_bge"}, "61":{"parent":1,"child":61,"leaf":True,"related_id":None, "alias":"生产绩效查询_by_bge"}, "62":{"parent":1,"child":62,"leaf":True,"related_id":None, "alias":"生产效率查询_by_bge"}, "63":{"parent":1,"child":63,"leaf":True,"related_id":None, "alias":"环境查询_by_bge"}, "64":{"parent":1,"child":64,"leaf":True,"related_id":None, "alias":"资产管理查询_by_bge"}, "66":{"parent":1,"child":66,"leaf":True,"related_id":None, "alias":"报告管理查询_by_bge"}, "67":{"parent":1,"child":67,"leaf":True,"related_id":None, "alias":"温湿传感器查询_by_bge"}, "68":{"parent":1,"child":68,"leaf":True,"related_id":None, "alias":"工单记录查询_by_bge"}, "69":{"parent":1,"child":69,"leaf":True,"related_id":None, "alias":"工单统计查询_by_bge"}, "70":{"parent":1,"child":70,"leaf":True,"related_id":None, "alias":"工单绩效查询_by_bge"}, "71":{"parent":1,"child":71,"leaf":True,"related_id":None, "alias":"生产报告查询_by_bge"}, "72":{"parent":1,"child":72,"leaf":True,"related_id":None, "alias":"财务报告查询_by_bge"}, "73":{"parent":1,"child":73,"leaf":True,"related_id":None, "alias":"人力绩效查询_by_bge"}, "74":{"parent":1,"child":74,"leaf":True,"related_id":None, "alias":"数字资产查询_by_bge"}, "75":{"parent":1,"child":75,"leaf":True,"related_id":None, "alias":"实物资产查询_by_bge"}, "76":{"parent":1,"child":76,"leaf":True,"related_id":None, "alias":"工艺监控查询_by_bge"}, "77":{"parent":1,"child":77,"leaf":True,"related_id":None, "alias":"不存在_by_bge"}, "78":{"parent":1,"child":78,"leaf":True,"related_id":None, "alias":"曲线查询_by_bge"}, # 固定问答 "0":{"parent":0,"child":9999,"leaf":True,"related_id":None, "alias":"操作规范固定问答_by_bge"}, # 意见建议 "100":{"parent":0,"child":9999,"leaf":True,"related_id":None, "alias":"意见反馈_by_bge"}, # 金科环境企业类问题 "101":{"parent":2,"child":99,"leaf":True, "related_id":None, "alias":"企业运营_by_bge"}, "102":{"parent":2,"child":77,"leaf":True, "related_id":None, "alias":"新水岛项目查询_by_bge"}, # 人脸识别 "201":{"parent":5,"child":9999,"leaf":True,"related_id":None, "alias":"人脸识别_by_bge"}, # 有奖问答 "202":{"parent":5,"child":99,"leaf":True,"related_id":None, "alias":"快速有奖问答_by_bge"}, # 污水处理工艺问题 "301":{"parent":4,"child":9999,"leaf":True,"related_id":None, "alias":"水处理工艺_by_bge"}, # 面板操作 "401":{"parent":3,"child":9999,"leaf":True,"related_id":None, "alias":"面板操作_by_bge"}, # 水萝卜介绍 "501":{"parent":10,"child":9999,"leaf":True,"related_id":None, "alias":"自我介绍_by_bge"}, # 其他问题，不应该通过这种方式匹配，而是通过关联程度的阈值来判断 "9999":{"parent":6,"child":9999,"leaf":True,"related_id":None, "alias":"其他问题_by_bge"} }