Vector Databases: The Unsung Heroes Behind AI Apps

Vector databases have become the backbone of modern AI applications by enabling semantic search over keyword matching. They convert documents into mathematical embeddings, allowing AI to retrieve relevant context even when exact words don't match. This technology powers everything from enterprise copilots to RAG systems, solving AI's memory problem.