EpubGraph

EpubGraph transforms your extensive digital library into a dynamic, connected network. Key features include: • Semantic embeddings for deep content analysis • Personalized reading recommendations • Interactive book graph visualization • 3D bookshelf rendering for reading queues • Local-only operation for complete privacy This application revolutionizes how you discover new books by mapping hidden connections across thousands of titles. It generates detailed semantic summaries for each book, capturing themes, tone, and style, then encodes these into high-dimensional vectors. A hybrid recommendation algorithm intelligently suggests your next read, combining content similarity, author relationships, series connections, and your ratings with diversity metrics to ensure genuinely fresh discoveries. Visualize your entire library as a force-directed network, revealing how books interlink through shared content, authors, series, and tags. Manage your reading queue with a stunning 3D bookshelf, complete with realistic lighting and smooth animations. All processing, including advanced analysis, occurs entirely on your local machine, ensuring your data and privacy remain secure. EpubGraph integrates seamlessly with Calibre libraries and is powered by local inference engines, delivering a private and powerful literary exploration experience. Ideal for avid readers, researchers, and anyone managing large ebook collections who wants to uncover new titles efficiently without compromising data privacy. It's perfect for those seeking a more intuitive and insightful way to navigate their literary world.