Do we really need a specialized vector database?

With the popularity of LLM (Large Language Model), vector databases have also become a hot topic. With just a few lines of simple Python code, a vector database can act as a cheap but highly effective "external brain" for your LLM. But do we really need a specialized vector database?

Why does LLM need vector search?

First, let me briefly introduce why LLM needs to use vector search technology. Vector search is a problem that has been around for a …

act become brain code database databases hot language language model large language large language model llm machinelearning programming python simple vector vector database vectordatabase vector databases