Why Vector Databases Are the Backbone of Modern AI Applications

Vector databases are essential for modern AI applications, particularly with Generative AI and Large Language Models, as they store unstructured data as high-dimensional numerical representations (embeddings). They are fundamental for Retrieval-Augmented Generation (RAG), allowing LLMs to access external, up-to-date context and avoid hallucinations.