Vector Databases: The Essential Guide to Powering Your RAG Applications in 2025





What Are Vector Databases and Why They Matter





Understanding Vector Embeddings and Semantic Search


Vector databases store and retrieve high-dimensional numerical representations of data, known as embeddings. When you process text, images, or...