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Building Agentic AI Systems
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In the context of the CWD model, designing agents with appropriate role assignments is crucial for ensuring the effective functioning of a multi-agent system. Careful consideration must be given to the specific roles and contributions of each agent toward achieving the overall system objectives. This is perhaps very easily explained using CrewAI agents, which can be initialized with a role, a goal, and a backstory.
When designing these agents, the role definition serves as the foundation for their behavior and responsibilities within the system. The role explicitly defines what the agent is supposed to do and how it fits into the larger system architecture. For instance, a coordinator agent might be assigned the role of Strategic Planning Manager, which immediately establishes their authority in overseeing and directing the overall workflow.
Equally important is the backstory, which provides depth and context to how the agent approaches...