CrewAI
AI Agents
Role-based multi-agent orchestration in Python.
Framework for stateful, multi-step agents with durable execution.
LangGraph models an agent as a state machine over explicit nodes and edges, with checkpointing so a long-running process can pause, resume and be inspected. It is the framework of choice when an agent needs deterministic control flow rather than free-form looping.
Free and open source; cloud platform priced separately
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