AI-Homelab

AI-Powered Homelab Administration with GitHub Copilot

Overview

This repository provides a structured approach to managing a homelab infrastructure using Docker Compose, with integrated AI assistance through GitHub Copilot. The AI assistant is specifically trained to help you create, modify, and manage Docker services while maintaining consistency across your entire server stack.

Features

• AI-Powered Management: GitHub Copilot integration with specialized instructions for Docker service management
• Docker Compose First: All persistent services defined in organized compose files
• Consistent Structure: Standardized naming conventions and patterns across all services
• Stack-Aware Changes: AI considers the entire infrastructure when making changes
• Comprehensive Documentation: Detailed guidelines and examples for all operations
• Example Services: Ready-to-use compose files for common homelab services

Quick Start

Prerequisites

• Docker Engine 24.0+ installed
• Docker Compose V2
• Git
• VS Code with GitHub Copilot extension (for AI assistance)

Initial Setup

1. Clone the repository:

   # Note: Replace 'kelinfoxy' with your username if you forked this repository
   git clone https://github.com/kelinfoxy/AI-Homelab.git
   cd AI-Homelab
   

2. Create environment file:

   cp .env.example .env
   # Edit .env with your values
   nano .env
   

3. Create the main network:

   docker network create homelab-network
   

4. Create config directories:

   mkdir -p config
   

5. Start your first service:

   # Example: Start Portainer for container management
   docker compose -f docker-compose/infrastructure.yml up -d portainer
   

6. Access the service: Open http://your-server-ip:9000 in your browser

Repository Structure

AI-Homelab/
├── .github/
│   └── copilot-instructions.md    # AI assistant guidelines
├── docker-compose/
│   ├── infrastructure.yml         # Core services (proxy, DNS, Portainer)
│   ├── media.yml                  # Media services (Plex, Sonarr, Radarr)
│   ├── monitoring.yml             # Observability (Prometheus, Grafana)
│   ├── development.yml            # Dev tools (code-server, databases)
│   └── README.md                  # Docker Compose documentation
├── docs/
│   └── docker-guidelines.md       # Comprehensive Docker guidelines
├── config/                        # Service configurations (gitignored)
├── .env.example                   # Environment variable template
├── .gitignore                     # Git ignore patterns
└── README.md                      # This file

Using the AI Assistant

In VS Code

1. Install GitHub Copilot extension in VS Code
2. Open this repository in VS Code
3. Start Copilot Chat and ask questions like:
   • "Help me add a new media service to my homelab"
   • "Create a docker-compose file for Home Assistant"
   • "How do I configure GPU support for Plex?"
   • "Check my compose file for port conflicts"

The AI assistant automatically follows the guidelines in .github/copilot-instructions.md to:

• Maintain consistency with existing services
• Use Docker Compose for all persistent services
• Consider the entire stack when making changes
• Follow naming conventions and best practices

Example Interactions

Creating a new service:

You: "I want to add Home Assistant to my homelab"

Copilot: [Analyzes existing stack, checks for conflicts, creates compose configuration]
- Checks available ports
- Uses consistent naming
- Connects to appropriate networks
- Follows established patterns

Modifying a service:

You: "Add GPU support to my Plex container"

Copilot: [Reviews current Plex configuration and updates it]
- Checks if NVIDIA runtime is available
- Updates device mappings
- Adds required environment variables
- Maintains existing configuration

Available Service Stacks

Infrastructure (infrastructure.yml)

• Nginx Proxy Manager: Web-based reverse proxy with SSL
• Pi-hole: Network-wide ad blocking and DNS
• Portainer: Docker container management UI
• Watchtower: Automatic container updates

Media (media.yml)

• Plex: Media streaming server
• Jellyfin: Open-source media server alternative
• Sonarr: TV show automation
• Radarr: Movie automation
• Prowlarr: Indexer manager
• qBittorrent: Torrent client

Monitoring (monitoring.yml)

• Prometheus: Metrics collection
• Grafana: Metrics visualization
• Node Exporter: Host metrics
• cAdvisor: Container metrics
• Uptime Kuma: Service uptime monitoring
• Loki: Log aggregation
• Promtail: Log shipping

Development (development.yml)

• Code Server: VS Code in browser
• GitLab CE: Self-hosted Git repository
• PostgreSQL: SQL database
• Redis: In-memory data store
• pgAdmin: PostgreSQL UI
• Jupyter Lab: Interactive notebooks
• Node-RED: Visual automation

Common Operations

Starting Services

Start all services in a compose file:

docker compose -f docker-compose/infrastructure.yml up -d

Start specific services:

docker compose -f docker-compose/media.yml up -d plex sonarr radarr

Stopping Services

Stop all services:

docker compose -f docker-compose/infrastructure.yml down

Stop specific service:

docker compose -f docker-compose/media.yml stop plex

Viewing Logs

Follow logs for a service:

docker compose -f docker-compose/media.yml logs -f plex

View last 100 lines:

docker compose -f docker-compose/media.yml logs --tail=100 plex

Updating Services

Pull latest images:

docker compose -f docker-compose/media.yml pull

Update specific service:

docker compose -f docker-compose/media.yml pull plex
docker compose -f docker-compose/media.yml up -d plex

Testing with Docker Run

Test NVIDIA GPU support:

docker run --rm --gpus all nvidia/cuda:12.0.0-base-ubuntu22.04 nvidia-smi

Test a new image:

docker run --rm -it alpine:latest /bin/sh

Network Architecture

All services connect to networks for inter-service communication:

• homelab-network: Main network for all services
• media-network: Isolated network for media stack
• monitoring-network: Network for observability stack
• database-network: Isolated network for databases

Create networks manually:

docker network create homelab-network
docker network create media-network
docker network create monitoring-network
docker network create database-network

Documentation

Comprehensive Guides

• Docker Guidelines: Complete guide to Docker service management
• Docker Compose README: Compose-specific documentation
• Copilot Instructions: AI assistant guidelines

Key Principles

1. Docker Compose First: Always use compose for persistent services
2. Docker Run for Testing: Only use docker run for temporary containers
3. Consistency: Follow established patterns and naming conventions
4. Stack Awareness: Consider dependencies and interactions
5. Documentation: Comment complex configurations
6. Security: Keep secrets in .env files, never commit them

Configuration Management

Environment Variables

All services use variables from .env:

• PUID/PGID: User/group IDs for file permissions
• TZ: Timezone for all services
• SERVER_IP: Your server's IP address
• Service-specific credentials and paths

Config Files

Service configurations are stored in config/service-name/:

config/
├── plex/          # Plex configuration
├── sonarr/        # Sonarr configuration
├── grafana/       # Grafana dashboards
└── ...

Note: Config directories are gitignored to prevent committing sensitive data.

Security Best Practices

1. Pin Image Versions: Never use :latest in production
2. Use Environment Variables: Store secrets in .env (gitignored)
3. Run as Non-Root: Set PUID/PGID to match your user
4. Limit Exposure: Bind ports to localhost when possible
5. Regular Updates: Keep images updated via Watchtower
6. Scan Images: Use docker scan to check for vulnerabilities

Troubleshooting

Service Won't Start

1. Check logs: docker compose -f file.yml logs service-name
2. Validate config: docker compose -f file.yml config
3. Check port conflicts: sudo netstat -tlnp | grep PORT
4. Verify network exists: docker network ls

Permission Issues

1. Check PUID/PGID match your user: id -u and id -g
2. Fix ownership: sudo chown -R 1000:1000 ./config/service-name

Network Issues

1. Verify network exists: docker network inspect homelab-network
2. Test connectivity: docker compose exec service1 ping service2

Getting Help

• Review the Docker Guidelines
• Ask GitHub Copilot in VS Code
• Check service-specific documentation
• Review Docker logs for error messages

Backup Strategy

What to Backup

1. Docker Compose files (version controlled in git)
2. Config directories: ./config/*
3. Named volumes: docker volume ls
4. Environment file: .env (securely, not in git)

Backup Named Volumes

# Backup a volume
docker run --rm \
  -v volume-name:/data \
  -v $(pwd)/backups:/backup \
  busybox tar czf /backup/volume-backup.tar.gz /data

Restore Named Volumes

# Restore a volume
docker run --rm \
  -v volume-name:/data \
  -v $(pwd)/backups:/backup \
  busybox tar xzf /backup/volume-backup.tar.gz -C /

Contributing

Contributions are welcome! Please:

1. Fork the repository
2. Create a feature branch
3. Follow existing patterns and conventions
4. Test your changes
5. Submit a pull request

License

This project is provided as-is for personal homelab use.

Acknowledgments

• Docker and Docker Compose communities
• LinuxServer.io for excellent container images
• GitHub Copilot for AI assistance capabilities
• All the open-source projects used in example compose files

Getting Started Checklist

• Install Docker and Docker Compose
• Clone this repository
• Copy .env.example to .env and configure
• Create homelab-network: docker network create homelab-network
• Start infrastructure services: docker compose -f docker-compose/infrastructure.yml up -d
• Access Portainer at http://server-ip:9000
• Install VS Code with GitHub Copilot extension
• Open repository in VS Code and start using AI assistance
• Add more services as needed using AI guidance

Support

For issues, questions, or suggestions:

• Open an issue on GitHub
• Consult the comprehensive documentation
• Use GitHub Copilot in VS Code for real-time assistance