README.md

metadata

title: Czech Book Recommender
emoji: 😻
colorFrom: gray
colorTo: blue
sdk: gradio
sdk_version: 5.5.0
app_file: app.py
pinned: false

Czech Book Recommendation System

This is a simple book recommendation system built using the Hugging Face transformers library and Gradio for the user interface. The system allows users to input a description of a book they are interested in, and it will return the top N most similar books from a pre-computed set of book embeddings.

Features

• Allows users to input a book description in Czech language
• Retrieves the top N most similar books based on the user's input

The system uses the intfloat/multilingual-e5-large model from Hugging Face to generate embeddings for the book descriptions. This project uses the vojtam/czech_books_descriptions dataset.