This Docker Compose configuration provides a complete Open-WebUI stack for local AI model hosting, following the same architecture patterns as enterprise-grade applications.

• Open-WebUI: Self-hosted web interface for AI chat
• PostgreSQL: Database for persistent data (optional - uses SQLite by default)
• Redis: Caching layer (optional but recommended)
• Cloudflare Tunnel: Secure remote access (optional)
• Network Isolation: Secure internal networks
• Standalone Architecture: Ollama runs as a separate service for better resource management
• GPU Optimization: Both AMD ROCm and NVIDIA CUDA support

1. Copy and configure environment variables:

   cp env.example .env
   # Edit .env file with your preferred settings

2. Generate a secret key:

   # Generate a secure secret key
   openssl rand -hex 32
   # Add this to WEBUI_SECRET_KEY in your .env file

3. Initialize Docker Swarm (required for this stack):

   docker swarm init

4. Create the external Traefik network (overlay):

   docker network create --driver=overlay --attachable traefik_public

5. Deploy the stack to Swarm:

   docker stack deploy -c docker-compose.yml openwebui

6. Access Open-WebUI:

   • Open your browser to http://localhost:3000 (or the port you configured)
   • Create your first admin account

The minimal configuration requires:

• WEBUI_SECRET_KEY: Generate with openssl rand -hex 32
• CONTAINER_NAME_PREFIX: Unique prefix for your containers
• TZ: Your timezone

Standard username/password authentication with local user accounts.

Configure OAuth/OpenID Connect for single sign-on:

1. Register an App in Entra ID:

   • Go to Azure Portal → Entra ID → App registrations
   • Create a new registration
   • Set redirect URI to: https://your-domain.com/oauth/callback
   • Note the Application (client) ID and create a client secret

2. Configure OAuth settings in .env:

   OAUTH_CLIENT_ID=your-application-client-id
   OAUTH_CLIENT_SECRET=your-client-secret
   OPENID_PROVIDER_URL=https://login.microsoftonline.com/your-tenant-id/v2.0
   OAUTH_SCOPES=openid email profile
   OAUTH_PROVIDER_NAME=Entra ID

3. Optional settings:

   OAUTH_USERNAME_CLAIM=preferred_username  # or 'email'
   OAUTH_EMAIL_CLAIM=email
   OAUTH_MERGE_ACCOUNTS_BY_EMAIL=false

You can configure multiple AI providers:

• OpenAI: Set OPENAI_API_KEY
• Anthropic: Set ANTHROPIC_API_KEY

No additional configuration needed. Data stored in volume.

ENABLE_POSTGRES=1
POSTGRES_PASSWORD=your_secure_password

This stack is Swarm-ready and uses overlay networks:

• stack (overlay, attachable): Internal stack network for all services
• traefik_public (external overlay): For Traefik to route public/private domains

Notes:

• Services expecting proxy traffic (e.g., open-webui) are attached to both stack and traefik_public.
• All other services are attached only to stack.

docker stack deploy -c docker-compose.yml openwebui

docker stack rm openwebui

docker service logs -f openwebui_open-webui | cat

docker stack deploy -c docker-compose.yml openwebui

1. Change default passwords in the .env file
2. Generate a strong secret key for WEBUI_SECRET_KEY
3. Disable signup (ENABLE_SIGNUP=false) after creating admin accounts or when using SSO
4. Use Cloudflare Tunnel for secure remote access instead of port forwarding
5. Enable authentication (WEBUI_AUTH=true)
6. SSO Security:
   • Keep OAuth client secrets secure and rotate them regularly
   • Use HTTPS for all OAuth redirect URIs
   • Configure appropriate scopes in Entra ID (minimum required permissions)
   • Consider setting OAUTH_MERGE_ACCOUNTS_BY_EMAIL=true if users might have both local and SSO accounts

1. Permission errors: Check volume permissions and ensure container can write to data directories
2. Port conflicts: Change OPEN_WEBUI_PORT in .env
3. Memory issues: Increase OLLAMA_MEMORY_LIMIT for larger models
4. Network issues: Check Docker network connectivity
5. OAuth/SSO Issues:
   • Verify redirect URI matches exactly (including protocol and path)
   • Check that client secret hasn't expired
   • Ensure OPENID_PROVIDER_URL includes correct tenant ID
   • Verify required API permissions are granted in Entra ID
   • Check logs for specific OAuth error messages

Check service health:

docker stack ps openwebui

All services include health checks for monitoring.

View specific service logs:

docker compose logs -f [service_name]

docker run --rm -v openwebui_open_webui_data:/data -v $(pwd):/backup alpine tar czf /backup/openwebui-backup.tar.gz -C /data .

docker run --rm -v openwebui_open_webui_data:/data -v $(pwd):/backup alpine tar xzf /backup/openwebui-backup.tar.gz -C /data

All volumes now use Docker's default local storage. Data is stored in Docker-managed volumes under /var/lib/docker/volumes/ (on most systems). If you need custom mount points, you can modify the volume definitions directly in the docker-compose.yml file.

Adjust memory limits:

OPEN_WEBUI_MEMORY_LIMIT=4G

For issues and questions:

• Open-WebUI: https://github.com/open-webui/open-webui
• Ollama: https://github.com/ollama/ollama
• Docker Compose: https://docs.docker.com/compose/