Popular vector databases include Weaviate, Vespa, Chroma DB, Faiss by Meta, Milvus, Nomic Atlas, Quadrant, Astra DB, and pgvector. They cater to diverse applications, from similarity searches and natural language processing to recommendation systems and machine learning tasks.