Vector databases enable efficient similarity search at scale, making them essential for RAG and memory systems.
Examples
- Pinecone
- Weaviate
- Chroma
- Milvus
- pgvector
Operations
- Nearest neighbor search
- Filtered queries
- Hybrid search (vector + keyword)
- Real-time updates