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README.md
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# 📚 Book Recommender System
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A Gradio-based Book Recommender System that suggests books based on their summaries using **TF-IDF** and **cosine similarity**.
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## 🚀 Features
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- Upload book datasets (CSV or Excel).
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- Process text using **TF-IDF** for feature extraction.
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- Compute similarity using **cosine similarity**.
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- Get book recommendations based on a selected title.
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## 📦 Dependencies and Functionalities
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| Library | Functionality |
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|-----------------|--------------------------------------------------|
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| `pandas` | Handling and preprocessing dataset files (CSV, Excel). |
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| `scikit-learn` | Feature extraction (`TfidfVectorizer`) and similarity calculation (`cosine_similarity`). |
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| `gradio` | Creating an interactive UI for file upload and book recommendations. |
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