A simpler sort of tool use is Retrieval Augmented Generation: augment an LLM with document retrieval, occasionally utilizing a vector databases. Presented a query, a document retriever known as to retrieve by far the most appropriate (normally calculated by initial encoding the question and also the documents into vectors, then obtaining the docume