Stateful Agents — Full Workshop with Charles Packer of Letta and MemGPT
A cornerstone of human intelligence is the ability to learn: as humans interact with the world, we form new memories and can adapt from experience. In this workshop, participants will learn about “stateful agents”: agents that live indefinitely, and can form new memories by learning from data and experience. The workshop will cover best practices for context and state management for agents, as well as how to avoid common challenges with agents (e.g. context overflow errors, memory loss, and lack of user personalization).
In this workshop you will:
Learn the principles behind context and memory management from the lead author of the MemGPT paper
Learn about stateful agents in practice and deployment (scaling to hundreds of thousands of agents)
Get hands on experience building stateful agents with the Letta framework and ADE (Agent Development Environment)
Notebook materials: https://github.com/letta-ai/tutorials...
Charles: https://x.com/charlespacker
Letta: https://x.com/letta_ai
