Docker DevDuck Multi-Agent Labspace

A comprehensive Docker Labspace for learning to build and deploy multi-agent systems using Docker, Google Agent Development Kit (ADK), and Cerebras AI.

Overview

This labspace provides hands-on experience with:

• Multi-Agent System Architecture: Learn how Docker orchestrates multiple AI agents
• Cerebras AI Integration: Connect local models with Cerebras cloud services
• Agent Communication: Master inter-agent messaging and intelligent routing
• Real-world Applications: Build Node.js development assistance scenarios
• Container Orchestration: Use Docker Compose for agent coordination

What You'll Build

Throughout this workshop, you'll create a sophisticated multi-agent system featuring:

🎼 DevDuck Agent Orchestrator

A central coordinator that manages communication between specialized agents.

🤖 Local Agent

Handles local processing tasks, code analysis, and quick responses.

🧠 Cerebras Agent

Leverages Cerebras AI for advanced language processing and complex problem-solving.

🌐 Web Interface

A FastAPI-based interface for seamless user interaction with the agent system.

Architecture

┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│   Web Interface │    │  DevDuck Agent  │    │  Cerebras Agent │
│    (FastAPI)    │◄──►│  (Orchestrator) │◄──►│   (Cloud AI)    │
└─────────────────┘    └─────────────────┘    └─────────────────┘
                               │
                               ▼
                       ┌─────────────────┐
                       │   Local Agent   │
                       │ (Local Models)  │
                       └─────────────────┘

Running the Labspace

Quick Start

To run this labspace, ensure you have Docker installed on your system:

export CONTENT_REPO_URL=$(git remote get-url origin)
docker compose -f oci://dockersamples/docker-devduck-labspace up -y

Then open your browser to http://localhost:3030

Development Mode

If you're developing this labspace content:

CONTENT_PATH=$PWD docker compose -f oci://dockersamples/labspace-content-dev up