CrewAI
A Python framework for orchestrating several agents with roles, tasks and a defined process.
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About CrewAI
CrewAI is a developer framework: you define agents with roles and goals, give them tools, and describe how work flows between them — sequentially or hierarchically. It has become one of the common starting points for multi-agent systems in Python, with a managed cloud offering for running them in production. It is code, not a builder.
What We Love
- ✓Clear mental model for multi-agent work
- ✓Large community and examples
- ✓Free to run yourself
Limitations
- ✗Python knowledge required
- ✗Agent loops can run away on cost
- ✗Abstractions leak on complex flows
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