Skip to content

Welcome to Docker DevDuck Multi-Agent Workshop

Workshop Duration

Approximately 1-2 hours of hands-on learning

Welcome to a Docker DevDuck Multi-Agent workshop that will guide you through building and deploying a Multi-agent system using Docker, Google Agent Development Kit (ADK), and Cerebras AI.

What You'll Learn

In this hands-on workshop, you will:

  • Build and deploy a multi-agent system using Agentic Compose
  • Understand how to orchestrate multiple AI agents for specialized tasks
  • Learn to integrate Cerebras AI with local models for enhanced programming assistance
  • Master Docker containerization for AI agent coordination
  • Explore FastAPI web interfaces for agent interaction
  • Practice with real-world Node.js programming scenarios using AI agents

Workshop Structure

This workshop consists of both theoretical concepts and practical exercises designed to give you hands-on experience with:

🎼 Agent Orchestration

Learn how Docker Compose coordinates multiple AI agents in a unified system.

🤖 Multi-Agent Communication

Understanding inter-agent messaging and intelligent request routing.

💻 Local and Cloud AI Integration

Combining local models with Cerebras cloud services for optimal performance.

🌐 Web Interface Development

Building user-friendly interfaces for seamless agent interaction.

Real-world Applications

Throughout this workshop, you'll work with practical Node.js development assistance scenarios that demonstrate the power of coordinated AI agents in software development:

  • Code generation and explanation
  • Complex problem-solving for Node.js applications
  • Project coordination and development planning
  • Code analysis and optimization suggestions
  • Testing strategy development
  • Educational programming assistance

Ready to Start?

Make sure you have reviewed the prerequisites and have your development environment ready. The next section will guide you through the necessary setup requirements.

GitHub Sources

The source code for this workshop is available at https://github.com/dockersamples/docker-cerebras-demo

Run this workshop in a Docker container

Clone this repo and run the following command: 

docker build -t devduck .
docker run -p 8002:8000 devduck

Now you can access the workshop at http://localhost:8002