A simpler kind of Device use is Retrieval Augmented Era: augment an LLM with doc retrieval, sometimes employing a vector databases. Provided a query, a document retriever is called to retrieve one of the most applicable (usually calculated by initially encoding the question as well as documents into vectors, then acquiring the documents with vector