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metadata
title: Book Recommender 2
emoji: 🐠
colorFrom: yellow
colorTo: red
sdk: gradio
sdk_version: 5.14.0
app_file: app.py
pinned: false
📚 Book Recommender System
A Gradio-based Book Recommender System that suggests books based on their summaries using TF-IDF and cosine similarity.
🚀 Features
- Upload book datasets (CSV or Excel).
- Process text using TF-IDF for feature extraction.
- Compute similarity using cosine similarity.
- Get book recommendations based on a selected title.
📦 Dependencies and Functionalities
| Library | Functionality |
|---|---|
pandas |
Handling and preprocessing dataset files (CSV, Excel). |
scikit-learn |
Feature extraction (TfidfVectorizer) and similarity calculation (cosine_similarity). |
gradio |
Creating an interactive UI for file upload and book recommendations. |