基于Rasa的生猪疾病诊断对话系统的设计与实现

Design and Implementation of a Pig Disease Diagnosis Dialogue System Based on Rasa

针对养猪农户在猪只生病时获取疾病诊断和防治信息不方便、时间周期长或者代价昂贵等问题,设计并实现了一个基于Rasa的生猪疾病诊断对话系统。从Rasa项目创建开始,按照应用系统所需意图和实体槽位设计、自然语言理解流水线配置、对话管理设计、知识图谱设计和系统软件架构设计的顺序对系统的设计与实现过程进行了详细的描述。该系统的开发升级了12396平台,对农业信息的推广应用、提高农业智能化水平具有重要意义。

To address the issues of inconvenience,time-consuming or expensive costs for pig farmers' access to disease diagnosis and control information when their pigs are sick,a Rasa-based pig disease diagnosis dialogue system is designed and implemented.Starting from the creation of the Rasa project,the design and implementation process of the system is described in detail according to the order of the application system's desired intention and entity slot design,natural language understanding pipeline configuration,dialogue management design,knowledge map design and system software architecture design.The development of the system has upgraded the 12396 platform,which is of great significance for the promotion and application of agricultural information,and the improvement of agricultural intelligence level.