Semantic Kernel Agent Orchestration - Magentic Orchestration (Series 5/5)

Magentic Orchestration
Magentic orchestration is designed based on the Magentic-One system invented by AutoGen. It is a flexible, general-purpose multi-agent pattern designed for complex, open-ended tasks that require dynamic collaboration. In this pattern, a dedicated Magentic manager coordinates a team of specialized agents, selecting which agent should act next based on the evolving context, task progress, and agent capabilities.

Why Multi-agent Orchestration?
Traditional single-agent systems are limited in their ability to handle complex, multi-faceted tasks. By orchestrating multiple agents, each with specialized skills or roles, we can create systems that are more robust, adaptive, and capable of solving real-world problems collaboratively. Multi-agent orchestration in Semantic Kernel provides a flexible foundation for building such systems, supporting a variety of coordination patterns.

Orchestration Patterns
Semantic Kernel supports several orchestration patterns, each designed for different collaboration scenarios. These patterns are available as part of the framework and can be easily extended or customized.