What is a vector database and how is it used in artificial intelligence applications? How do vector databases store and retrieve high-dimensional embeddings efficiently? What role do vector databases play in semantic search, recommendation systems, and Generative AI? How do vector databases differ from traditional relational databases? What are the advantages and challenges of using vector databases in AI-driven systems?