Intermediate · Generative AI
Agent orchestration
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. Agent orchestration is the management of multiple AI agents or LLM calls to efficiently handle complex tasks.
Technical Definition
Agent orchestration is the management of multiple AI agents or LLM calls to efficiently handle complex tasks.
How it works
Agent orchestration is the process of coordinating and directing the work of multiple AI agents or LLM instances. It involves breaking down a large task into smaller sub-tasks and assigning each sub-task to the most suitable agent, ensuring efficient and effective collaboration to achieve a larger objective.
Related Concepts
- AI Agent — An AI system that autonomously plans, uses tools, and takes actions to accomplish goals through iterative reasoning.
- Generative AI — An AI field focused on creating models that can generate novel and complex content, such as text, images, audio, and video, that is coherent and original.