Multi-Agents
Combine specialist agents into powerful systems.
Learn how to create multi-agent systems where specialist agents collaborate under an orchestrator. Build a travel planning system with logistics and recommendations agents working together.
Welcome to the third tutorial in our AI Agents Learning section. In this tutorial you'll learn how to make agents work together — combining specialists and an orchestrator to tackle complex, multi-domain problems.
What you'll build
A travel planning system with three agents:
- Logistics Agent — handles practical details (costs, times, routes)
- Recommendations Agent — suggests experiences (attractions, restaurants, activities)
- Orchestrator Agent — coordinates both specialists to create complete trip plans
Why multi-agent systems?
A single agent can do a lot — but some problems are too complex for one agent alone. Multi-agent systems solve this by dividing responsibilities: specialist agents each handle a focused domain, while an orchestrator coordinates them and combines their outputs into a coherent answer.
Key patterns you'll learn
- Parallel — multiple specialists called simultaneously for independent tasks
- Sequential — one specialist's output feeds the next, creating a pipeline
- Conditional — only relevant specialists are called, avoiding unnecessary work
- Hierarchical — sub-orchestrators manage their own groups of specialists
Prerequisites: Completed Tutorials 01 & 02 (AI Agents + Tools).
What you'll learn
Getting Started
Welcome to Multi-Agents — learn to combine specialist agents into powerful systems.
Introduction
A single agent can do a lot — but some problems are too complex for one agent alone.
The Agents as Tools Pattern
Specialist agents are wrapped with a tool decorator — making them callable by the orchestrator.
Orchestration Patterns
Learn the four key patterns for coordinating specialist agents.
Free
Free access. No payment required.
- Lifetime access to all modules
- All future updates included
- Access to weekly Zoom webinars
- Private community access