Is grep really better than a vector DB?

This is episode 7 of a series of shorter blog posts answering questions I received during the course of my work. They discuss common misconceptions and doubts about various generative AI technologies. You can find the whole series here: Practical Questions . For the past two years, the default architecture for giving LLMs access to a knowledge base has been RAG with vector databases . This…