Chatbot as a Virtual Assistant to Retrieve Information from Datasheets
TimeWednesday, July 13th5pm - 6pm PDT
LocationLevel 2 Exhibit Hall
Event Type
Engineering Track Poster
Engineering Tracks
Back-End Design
Embedded Systems
Front-End Design
DescriptionThis work introduces an end-To-end approach for implementing a chatbot system that helps developers to find the information they need from protocol specifications (pdf documents).
The proposed chatbot is a retrieval-based model which uses machine learning algorithms in predicting answers based on the provided training-se
The proposed system is based on the RASA framework and cdQA library using BERT model.
The proposed chatbot can get users questions in voice and text forms and return answers in both forms too.
The user should provide the protocol name as a keyword, so the chatbot can retrieve the answer, otherwise the chatbot asks the user to provide the protocol name.
The response time of the chatbot is very reasonable.