MemGPT is an innovative framework designed to create autonomous AI agents that can manage long-term memory and utilize custom tools. Inspired by operating system architectures, MemGPT allows language models to extend their context windows beyond the inherent limitations of modern LLMs. This capability enables the development of agents capable of handling extensive conversations, document analysis, and more. MemGPT supports connections to external data sources and APIs, making it a versatile solution for building sophisticated, stateful AI applications that remember and evolve over time.