AI chatbot with RAG support
Priyanshu Dayal
Published
This project implements an AI-powered restaurant chatbot that leverages Retrieval-Augmented Generation (RAG) to provide personalized food recommendations and assist users with their dining experience. The chatbot intelligently suggests dishes based on user preferences, dietary restrictions, and desired spice levels, while also providing drink and dessert recommendations.
Key Features:
Personalized Recommendations: Suggests vegetarian, non-vegetarian, spicy, kid-friendly, and allergen-free dishes.
Retrieval-Augmented Generation (RAG): Uses a knowledge base of menu items and ingredients to provide accurate, context-aware responses.
Interactive Chat Interface: Full-page web interface for modern chat applications, with user queries and AI responses
Allergen & Dietary Awareness: Ensures safe recommendations by filtering items based on dietary restrictions or allergies.