MemGPT is a cutting-edge framework that empowers developers to create autonomous AI agents with enhanced capabilities for managing long-term memory and integrating custom tools. Drawing inspiration from operating system architectures, MemGPT extends the context windows of language models beyond their traditional limits, allowing for the development of agents that can adeptly handle lengthy conversations and complex document analysis. By supporting connections to external data sources and APIs, MemGPT offers a versatile platform for building sophisticated AI applications that not only remember past interactions but also evolve with new information. This framework is particularly valuable for applications requiring stateful interactions and dynamic responses, as it maintains an ongoing understanding of context over time. With MemGPT, developers can unlock the full potential of language models to create intelligent agents that mimic human-like memory and adaptability.