Agent Architectures
Explore all available agent architectures and compare their capabilities
MemGPT agents
Agents that can edit their own memory
Sleep-time agents
Memory editing via subconscious agents
Low-latency (voice) agents
Agents optimized for low-latency settings
ReAct agents
Tool-calling agents without memory
Workflows
LLMs executing sequential tool calls
Stateful workflows
Workflows that can adapt over time
Comparing the architectures
Unsure of which architecture to use?
Consider starting with our default agent architecture (MemGPT), which is highly autonomous and has long-term self-editing memory. You can constrain the behavior to be more deterministic (ie more “workflow-like”) by adding tool rules to your agent.