AICTE Chatbot

• AI based Chatbot to generate answers to queries based on FAQs using the RASA 3.1 and BERT model.
• BERT Model helps to classify the questions relevancy with an accuracy of 70% .
• Relevance question dataset is automatically updated by the questions asked by the user, and is being stored in MYSQL database.
• Voice chat-feature is also provided which enables users to continue their conversation verbally to avoid thier physicall efforts.

Installation

Python and Rasa needs to be installed

sudo apt-get install python3.6

python -m pip install --upgrade pip rasa

Usage

Go to the actions folder and run

rasa run actions.py

rasa run --enable-api --cors="*"

Then go to the browser and enter the url http://127.0.0.1:8000/

Screenshots of portal