Philly Bites is a personalized restaurant recommendation system for Philadelphia that combines real-world signals, such as customer reviews and support complaints, with user preferences. Using embedding-based similarity search and a probability-based ranking algorithm, it delivers relevant suggestions. Generative AI also creates personalized summaries of restaurant reviews, ensuring both accuracy and transparency in recommendations.
Demo day video
Tech stack
Python
Streamlit