A Chatbot that can take Food order in the form of Audio / Text and automatically place the order for the User.
Designed by Ritvik Sharma.
Mercury , named after the Greek God Hermes who was the messenger of the Gods, is a Chat-bot service which can be integrated with various Food-Delivery brands such as Swiggy or Zomato where a User can simply type in his order and send it as a text.
Mercury can then extract the essential information from the order and place the order for the User accordingly.
ALBERT for contextual meaning of each word. | CRF for mapping each word to a specific slot label.
Python backend for Hosting ALBERT + CRF Trained Model for Food Order Processing.
Mercury uses gRPC for implementing Speech-To-Text functionality by using the Google Speech-To-Text API.
Frontend for User to send Order Details in form of messages.
Below is a video which includes a brief explanation of each component of Mercury and a quick demo.
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