A less complicated method of tool use is Retrieval Augmented Generation: augment an LLM with document retrieval, sometimes utilizing a vector databases. Provided a question, a document retriever is termed to retrieve by far the most pertinent (commonly measured by 1st encoding the question as well as the paperwork into vectors, then finding the doc