Museum Assistant Chatbot

Problem

Museum staff needed faster visitor support across navigation, ticketing, and contextual queries without scaling manual communication.

Solution

Built a FastAPI and WebSocket-based assistant with RAG workflows, Supabase integration, and automated email communication.

Impact

Reduced manual communication effort by 40% while making visitor guidance faster and more context-aware.