Internal Memory in LLMs

External Memory for LLMs

A team of engineers is developing a system to help a language model process an entire book. Their approach involves storing the book's text in a separate, searchable vector database. When a user asks a question about the book, a retrieval mechanism first finds the most relevant paragraphs from the database and then provides only those paragraphs to the language model as context to generate an answer. How would this approach to managing long-term information be best classified?

You are evaluating different strategies designed to help a language model process information beyond its standard context window. Match each described strategy to the correct classification of memory model.

Architectural Design for a Knowledge-Base Chatbot