Vector DB

Vector databases are specialized databases optimized for storing and querying high-dimensional vector embeddings. They are a key component of RAG systems and semantic search, enabling similarity-based retrieval of text, images or other data. Popular options include Pinecone, Weaviate, Chroma and pgvector for PostgreSQL.