Immich Machine Learning with Tailscale Integration

This project sets up a Immich Machine Learning instance with Tailscale VPN integration using Docker Compose. It creates a secure, private network connection for your Immich Machine Learning instance using Tailscale.

Prerequisites

Docker and Docker Compose installed on your system
A Tailscale account and auth key (get one from https://login.tailscale.com/admin/authkeys)
Basic understanding of Docker and networking concepts

Project Structure

ts-immich-machine-learning/
├── docker-compose.yml
└── tailscale/
    ├── tailscale-data/     # Persistent Tailscale state
    └── config/             # Tailscale configuration files

Setup Instructions

Clone the Repository

git clone https://gitea.damconsulting.llc/DAM/ts-immich-machine-learning
cd ts-immich-machine-learning

Create Required Directories
```
mkdir -p tailscale/tailscale-data
```
Configure Tailscale
- Replace {{YOUR_TAILSCALE_AUTHKEY}} in the docker-compose.yml with your actual Tailscale auth key
- Optionally, update the file in tailscale/config/serve.json if you need specific Tailscale serve configurations
  - CAUTION: Changing "${TS_CERT_DOMAIN}:443": false to true will expose the service to the internet
Configure Immich Machine Learning
- See the documentation for configuration options
Start the Services
```
docker compose up -d
```
Wait for Certificate to propagate [~2m]
Configure Immich
- After starting the services your service should be available via tailnet at https://immich-machine-learning.{{YOUR_TAILNET_DOMAIN}}.ts.net ie https://immich-machine-learning.tail12345.ts.net/
- Add the new machine learning service to the immich configuration json under the machineLearning.urls as desired. If you are using the basic DAM Immich deployment, and have not changed the base config, there will be a localhost endpoint which points to the immich-machine-learning service from that deployment. update the list according to your desired configuration.

Services

immich-machine-learning-ts (Tailscale)

Runs Tailscale VPN client
Image: tailscale/tailscale:latest
Container name: immich-machine-learning-ts
Hostname: immich-machine-learning
Requires NET_ADMIN and SYS_MODULE capabilities
Persists state in ./tailscale/tailscale-data
Uses configuration from ./tailscale/config

immich-machine-learning

Depends on immich-machine-learning-ts service

Usage

After starting the services your service should be available via tailnet at https://immich-machine-learning.{{YOUR_TAILNET_DOMAIN}}.ts.net ie https://immich-machine-learning.tail12345.ts.net/
To manually get the Tailscale IP/hostname of your container:
```
docker logs immich-machine-learning-ts
```
Look for the Tailscale IP address in the logs.

Optional Features

Uncomment and adjust the ports mapping if you need direct access (without Tailscale):
```
ports:
- 3003:3003
```
Stopping the Services
```
docker compose down
```

Troubleshooting

Check container logs:

docker logs immich-machine-learning-ts
docker logs immich-machine-learning

Ensure your Tailscale auth key is valid and not expired
Verify the configuration files have proper permissions
Make sure required directories exist before starting

Notes

The Immich Machine Learning service uses the Tailscale service's network stack via network_mode: service:immich-machine-learning-ts
Direct port mapping is disabled by default as Tailscale handles the networking
Services restart automatically unless explicitly stopped
For more information:
- Tailscale documentation: https://tailscale.com/kb/
- Immich Machine Learning documentation
- Immich Machine Learning repository