But the real excitement comes when reasoning agents work together in multi-agent ... While this diagram looks more complex, it dramatically simplifies the operations of the system.

CrewAI is an open-source Python framework that is designed to build a multi-AI agent system that is quite good ... real-time logs and interactive flow diagrams. Moreover, its architecture revolves ...