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Table Of Contents
Building Agentic AI Systems
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In this chapter, we explored the CWD model as a framework for designing effective multi-agent systems. Starting with the foundational concepts from early role-based research, we saw how these principles adapt perfectly to modern LLM-based agent architectures. We examined this through a practical travel planning system, where different agents – from flight bookers to activity planners – work together under a clear hierarchical organization. Key takeaways highlight the importance of well-defined roles and responsibilities within multi-agent systems, ensuring that each agent operates with clarity and purpose. They emphasize how specialized worker agents collaborate effectively under the oversight of coordinators, who align their efforts with overarching goals. Delegators play a crucial role in managing tasks and facilitating smooth workflow distribution. Additionally, the chapter underscored the significance of effective communication and collaboration patterns,...