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hybrid-book-recommender-system

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A full-stack hybrid book recommender system combining collaborative filtering (ALS), content-based similarity (SBERT), and machine learning ranking (CatBoost). Backend: FastAPI • Frontend: Streamlit • Vector DB: Qdrant • Model serving • Cold-start fallback • Book metadata display.

catboostcollaborative-filteringcontent-based-filteringfastapifeature-engineeringgoodbooks-10khybrid-recommenderimplicit-alslearning-to-rankmachine-learning
Creat：2025-11-14T20:57:29
Update：2025-11-15T20:38:22
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