RAG is a giant new use case for vectors,” says ... What happens is that the question is converted to a vector. All the enterprise documents describing products are also stored as vectors.
However, van Lujit warned, "Like any tech, it's not a silver bullet." Any data used for RAG must be converted to a vector database, where it's stored as a series of numbers an LLM can understand.