MemGPT Explained!

Hey everyone! I am SUPER excited to publish a new paper summary video of MemGPT from Packer et al. at UC Berkeley!

MemGPT is a massive step forward in the evolution from naive Retrieval-Augmented Generation (RAG) to creating an OPERATING SYSTEM for LLM applications!

This works by telling the LLM about its limited input window and giving it new "tools" / APIs to manage its own memory. For example, the LLM processes the conversation history in a chatbot or the …

applications berkeley deeplearning evolution explained giving hey llm llm applications massive operating system paper rag retrieval summary uc berkeley video