Docker Containers

This plan is in development. Implementation has not started yet.

Overview

Three official Docker images for running GAIA in isolated environments:

Linux Runtime (amd/gaia:linux) - GAIA pre-installed via pip
Windows Runtime (amd/gaia:windows) - GAIA pre-installed via pip
Development (amd/gaia:dev) - Full dev environment with Claude Code sandboxing

All images are self-contained—you create the container, then connect from your host terminal using docker exec -it.

Motivation

Pre-built Docker images enable rapid testing and development with GAIA in one or two commands. Spin up an isolated environment, run tests, and tear it down instantly. Key benefits:

Rapid testing: Launch GAIA in seconds with docker run + docker exec
Clean isolation: Test different configurations without affecting your host system
Consistent environments: Same setup across all platforms and team members
Quick cleanup: Remove containers when done, no residual files

Use cases:

Rapid prototyping and experimentation
CI/CD pipelines and automated testing
Development in isolated environments
Multi-configuration testing
Containerized deployments

Architecture

Common Design Pattern

All three images follow the same pattern:

# 1. Create container (runs in background)
docker run -dit --name CONTAINER_NAME -e LEMONADE_BASE_URL=<lemonade-url> IMAGE_NAME

# 2. Connect from host terminal
docker exec -it CONTAINER_NAME SHELL

Key design decisions:

Self-contained: No volume mounts required (optional for persistence)
Background execution: Containers run detached, accessed via docker exec
Consistent ports: All images expose the same ports for predictability
Environment config: Set at docker run time, not build time

Port Mappings

All images expose the same ports for consistency:

Port	Purpose	Used By
3000	Next.js dev server	Frontend development
5174	Vite dev server	Frontend development
13305	Lemonade Server (LLM backend)	`lemonade` (v10.1.0+)
8080	GAIA API server	`gaia api start`
9229	Node.js debugging	Frontend debugging
9222	Chrome DevTools (Electron)	Desktop app debugging

Map ports when creating container:

docker run -dit -p 8080:8080 -p 13305:13305 -p 3000:3000 ...

Image Specifications

1. Linux Runtime Image

Name: amd/gaia:linux Base: python:3.12-slim Contents:

Python 3.12
GAIA installed via pip install amd-gaia
zsh shell
Git, curl, basic utilities

Environment variables:

LEMONADE_BASE_URL - Lemonade URL (required)

Example usage:

# Create container
docker run -dit \
  --name gaia \
  -p 13305:13305 \
  -e LEMONADE_BASE_URL=<lemonade-url> \
  amd/gaia:linux

# Connect and use GAIA
docker exec -it gaia zsh
gaia llm "Hello from Docker!"
gaia chat

Dockerfile:

FROM python:3.12-slim

# Install system dependencies
RUN apt-get update && apt-get install -y \
    git \
    curl \
    zsh \
    && rm -rf /var/lib/apt/lists/*

# Install GAIA
RUN pip install --no-cache-dir amd-gaia

# Set zsh as default shell
ENV SHELL=/bin/zsh
RUN chsh -s /bin/zsh

# Expose standard GAIA ports
EXPOSE 3000 5174 8080 13305 9229 9222

# Keep container running
CMD ["tail", "-f", "/dev/null"]

2. Windows Runtime Image

Name: amd/gaia:windows Base: mcr.microsoft.com/windows/servercore:ltsc2022 Contents:

Python 3.12
GAIA installed via pip install amd-gaia
PowerShell + cmd available
Git for Windows

Environment variables:

LEMONADE_BASE_URL - Lemonade URL (required)

Example usage:

# Create container
docker run -dit `
  --name gaia `
  -p 13305:13305 `
  -e LEMONADE_BASE_URL=<lemonade-url> `
  amd/gaia:windows

# Connect and use GAIA
docker exec -it gaia powershell
gaia llm "Hello from Windows Docker!"
gaia chat

Dockerfile:

FROM mcr.microsoft.com/windows/servercore:ltsc2022

# Install Python
ADD https://www.python.org/ftp/python/3.12.0/python-3.12.0-amd64.exe C:\python-installer.exe
RUN C:\python-installer.exe /quiet InstallAllUsers=1 PrependPath=1 && \
    del C:\python-installer.exe

# Install Git for Windows
ADD https://github.com/git-for-windows/git/releases/download/v2.43.0.windows.1/Git-2.43.0-64-bit.exe C:\git-installer.exe
RUN C:\git-installer.exe /VERYSILENT /NORESTART && \
    del C:\git-installer.exe

# Install GAIA
RUN pip install --no-cache-dir amd-gaia

# Expose standard GAIA ports
EXPOSE 3000 5174 8080 13305 9229 9222

# Keep container running
CMD ["powershell", "-NoExit", "-Command", "while ($true) { Start-Sleep -Seconds 3600 }"]

3. Development Image

Name: amd/gaia:dev Base: ubuntu:24.04 Contents (pre-installed in image):

Python 3.12 + UV package manager
Node.js LTS v20 + npm
GitHub CLI (gh)
Claude Code (npm install -g @anthropic-ai/claude-code)
Sandboxing dependencies: bubblewrap, socat
zsh shell, git, build tools

NOT included in image (cloned on container startup):

GAIA repository (cloned to /src/gaia on first run)

Environment variables (required at docker run):

LEMONADE_BASE_URL - Lemonade URL
GITHUB_TOKEN - Token for cloning GAIA repo on startup

Example usage:

# Create container (repo clones on startup)
docker run -dit \
  --name gaia-dev \
  -p 13305:13305 \
  -p 3000:3000 \
  -e LEMONADE_BASE_URL=<lemonade-url> \
  -e GITHUB_TOKEN=<github-token> \
  amd/gaia:dev

# Connect and develop
docker exec -it gaia-dev zsh
cd /src/gaia
gaia llm "Hello from dev container!"
pytest tests/

Startup behavior: On container creation, an entrypoint script:

Authenticates gh CLI with GITHUB_TOKEN
Clones https://github.com/amd/gaia to /src/gaia
Runs uv pip install -e ".[dev]" to install in editable mode
Container remains running for docker exec connections

Claude Code sandboxing: The dev image includes bubblewrap and socat for Claude Code’s sandboxing:

// .claude/settings.json (auto-created in container)
{
  "sandboxing": {
    "enableWeakerNestedSandbox": true
  }
}

Dockerfile:

FROM ubuntu:24.04

# Install system dependencies
RUN apt-get update && apt-get install -y \
    python3.12 \
    python3.12-venv \
    python3-pip \
    git \
    curl \
    zsh \
    build-essential \
    bubblewrap \
    socat \
    && rm -rf /var/lib/apt/lists/*

# Install UV (fast Python package manager)
RUN curl -LsSf https://astral.sh/uv/install.sh | sh
ENV PATH="/root/.cargo/bin:$PATH"

# Install Node.js LTS v20
RUN curl -fsSL https://deb.nodesource.com/setup_20.x | bash - && \
    apt-get install -y nodejs && \
    rm -rf /var/lib/apt/lists/*

# Install GitHub CLI
RUN curl -fsSL https://cli.github.com/packages/githubcli-archive-keyring.gpg | \
    gpg --dearmor -o /usr/share/keyrings/githubcli-archive-keyring.gpg && \
    echo "deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/githubcli-archive-keyring.gpg] https://cli.github.com/packages stable main" | \
    tee /etc/apt/sources.list.d/github-cli.list > /dev/null && \
    apt-get update && apt-get install -y gh && \
    rm -rf /var/lib/apt/lists/*

# Install Claude Code globally
RUN npm install -g @anthropic-ai/claude-code

# Set zsh as default shell
ENV SHELL=/bin/zsh
RUN chsh -s /bin/zsh

# Create src directory
RUN mkdir -p /src

# Expose standard GAIA ports
EXPOSE 3000 5174 8080 13305 9229 9222

# Copy entrypoint script
COPY entrypoint.sh /entrypoint.sh
RUN chmod +x /entrypoint.sh

# Set entrypoint
ENTRYPOINT ["/entrypoint.sh"]

Entrypoint script (entrypoint.sh):

#!/bin/bash
set -e

# Check for required environment variables
if [ -z "$GITHUB_TOKEN" ]; then
    echo "ERROR: GITHUB_TOKEN environment variable is required"
    exit 1
fi

if [ -z "$LEMONADE_BASE_URL" ]; then
    echo "WARNING: LEMONADE_BASE_URL not set. Set it to connect to a Lemonade Server."
fi

# Authenticate GitHub CLI
echo "$GITHUB_TOKEN" | gh auth login --with-token

# Clone GAIA repository if not already present
if [ ! -d "/src/gaia" ]; then
    echo "Cloning GAIA repository..."
    gh repo clone amd/gaia /src/gaia
else
    echo "GAIA repository already exists at /src/gaia"
fi

# Install GAIA in editable mode
cd /src/gaia
echo "Installing GAIA in editable mode..."
uv pip install -e ".[dev]"

# Configure Claude Code sandboxing for Docker
mkdir -p /root/.claude
cat > /root/.claude/settings.json <<EOF
{
  "sandboxing": {
    "enableWeakerNestedSandbox": true
  }
}
EOF

echo "GAIA development environment ready!"
echo "Connect with: docker exec -it <container-name> zsh"

# Keep container running
tail -f /dev/null

Connecting to Lemonade Server

All images require LEMONADE_BASE_URL to connect to a Lemonade Server.

Server setup:

# Install Lemonade Server
pip install lemonade-server

# Start server
lemonade-server serve --host 0.0.0.0

Container configuration:

Set LEMONADE_BASE_URL to the URL of your Lemonade Server when creating the container:

-e LEMONADE_BASE_URL=<lemonade-url>

Note: Use host.docker.internal to reference the host machine from inside the container (Docker Desktop feature).

Image Build & Distribution

Build locally

# Linux runtime
docker build -t amd/gaia:linux -f Dockerfile.linux .

# Windows runtime (requires Windows host with Windows containers)
docker build -t amd/gaia:windows -f Dockerfile.windows .

# Development
docker build -t amd/gaia:dev -f Dockerfile.dev .

Official distribution

Images will be published to Docker Hub:

docker pull amd/gaia:linux
docker pull amd/gaia:windows
docker pull amd/gaia:dev

Versioning

Images follow GAIA’s semantic versioning:

amd/gaia:linux (latest)
amd/gaia:linux-0.15.2 (specific version)
amd/gaia:dev (latest dev environment)

Vote on this plan: GitHub Issue #270

What's Next

Agent UI

Ecosystem

Infrastructure

Agents

Docker Containers

Docker Containers

Overview

Motivation

Architecture

Common Design Pattern

Port Mappings

Image Specifications

1. Linux Runtime Image

2. Windows Runtime Image

3. Development Image

Connecting to Lemonade Server

Server setup:

Container configuration:

Image Build & Distribution

Build locally

Official distribution

Versioning

​Docker Containers

​Overview

​Motivation

​Architecture

​Common Design Pattern

​Port Mappings

​Image Specifications

​1. Linux Runtime Image

​2. Windows Runtime Image

​3. Development Image

​Connecting to Lemonade Server

​Server setup:

​Container configuration:

​Image Build & Distribution

​Build locally

​Official distribution

​Versioning

Docker Containers

Overview

Motivation

Architecture

Common Design Pattern

Port Mappings

Image Specifications

1. Linux Runtime Image

2. Windows Runtime Image

3. Development Image

Connecting to Lemonade Server

Server setup:

Container configuration:

Image Build & Distribution

Build locally

Official distribution

Versioning