CrewAI is a multi-agent orchestration framework written in Python that enables developers to create and coordinate multiple AI agents with specific roles and responsibilities. The framework allows agents to collaborate by delegating tasks, sharing context, and using shared tools to accomplish complex objectives. It supports role-playing scenarios where different agents specialize in distinct aspects of a problem.