adupuy/seoul-cafe

Seoul Cafe Recommender

AI-powered cafe recommendation system for Seoul.

Demo

https://huggingface.co/spaces/adupuy/seoul-cafe

Features

• —Semantic cafe search
• —Neighborhood filtering
• —Top-K recommendations
• —SentenceTransformer embeddings
• —FAISS vector search

Tech Stack

Python, Pandas, Streamlit, Sentence Transformers, FAISS

How it works

1. 1.User enters a cafe description
2. 2.Query is converted to embedding
3. 3.FAISS retrieves nearest cafes
4. 4.Results displayed in Streamlit

Example Queries

• —quiet cafe with good coffee
• —date cafe in hongdae
• —aesthetic dessert cafe
• —work-friendly cafe with wifi

Example: Quiet Cafe Search

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Example: Date Cafe Search

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Future Improvements

• —Open-now filtering
• —Price filtering
• —Cafe images
• —Larger dataset