DineSmart: Al Powered Chatbot

Abstract

DineSmart shifts traditional food ordering system to smart chatbot based ordering system. It combines intelligent ordering platform which understands customer intents, extract entities properly, manages complex orders and restaurant operations with robust backend built on powerful Flask-Python backend with flutter used for interactive and user-friendly frontend. This system also integrates multiple technologies including Google’s Gemini 2.5 Flash LLM for conversational AI, Stripe for dummy payment processing, MongoDB for data storage and retrieval and Google Maps API for precise food delivery. Our platform provides dual purpose architecture: providing customers with new ordering experience with giving restaurant administration real time order management, inventory control and business analytics. By doing so DineSmart sets new market standards in the field on food industry.