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## Czech Book Recommendation System
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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.
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### Features
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- Allows users to input a book description in Czech language
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- Retrieves the top N most similar books based on the user's input
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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.
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This project uses the [vojtam/czech_books_descriptions](https://huggingface.co/datasets/vojtam/czech_books_descriptions) dataset.
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