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CraveTrack - NLP Chatbot for Food Delivery

CraveTrack is an AI-powered NLP chatbot developed to enhance food delivery systems. It enables seamless food ordering, order tracking, and store hours queries through a user-friendly conversational interface. Integrated into a demo food website, CraveTrack uses advanced natural language processing to understand user intents and respond accordingly.

Features

  • Food Ordering: Allows users to place and modify food orders in real-time.
  • Order Tracking: Provides updates on order status, from preparation to delivery.
  • Store Hours Queries: Offers information on store opening and closing times.

Key Highlights

  • Entity Recognition: Identifies food items, quantities, and user commands accurately.
  • Natural Language Processing: Adapts to different user conversation patterns for a better user experience.
  • Project Exercises:
    • Mid-Order Fix: Ensures a new order resets previous data, preventing confusion.
    • Store Hours Feature: Adds functionality to query store hours.

Demo

Watch the video demo to see CraveTrack in action:

  1. Chatbot on the demo site.
  2. Mid-order issue demonstration and fix.
  3. Store hours feature demo.

Getting Started

  1. Clone the repository: 
    git clone https://github.com/Talnz007/CraveTrack.git