Initially focused on content-based recommendation using cosine similarity, has evolved to include collaborative and hybrid systems. The updated recommendation system now compares multiple approaches for enhanced accuracy. Users can access the system through a local interface built with Streamlit, ensuring a seamless and interactive experience.