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| 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](https://huggingface.co/intfloat/multilingual-e5-large) model from Hugging Face to generate embeddings for the book descriptions. | |
| This project uses the [vojtam/czech_books_descriptions](https://huggingface.co/datasets/vojtam/czech_books_descriptions) dataset. | |