[R] A deep dive on MemGPT with the lead author Charles Packer

Interview: [https://www.youtube.com/watch?v=4aOLxPdx1Dg](https://www.youtube.com/watch?v=4aOLxPdx1Dg)

Abstract:

Context window management has become a critical part of every LLM application — from the basics (embeddings models, vector DBs) to more advanced techniques (query rewriting, HyDE, summarization). MemGPT is a new tool from UC Berkeley built by Charles Packer that automates "memory" management for LLMs and creates a functionally infinite context window. Charles joins us this week to talk about MemGPT, the techniques behind it, and where the conversational AI space is headed.

abstract advanced application basics become berkeley context context window dbs embeddings every joins llm llms machinelearning management memory part query summarization tool uc berkeley vector