LlamaIndex Webinar: Long-Term, Self-Editing Memory with MemGPT

​Long-term memory for LLMs is an unsolved problem, and doing naive retrieval from a vector database doesn’t work.

​The recent iteration of MemGPT (Packer et al.) takes a big step in this direction. Taking the LLM as an OS analog, the authors propose “virtual context management” to manage both memory in-context window and in external storage.

​Recent advances in function calling allow these agents to read and write from these data sources, and modify their own context.

​We'll do both a presentation on the paper as well as a Q&A session.