# Install required packages
sudo apt update
sudo apt install -y python3-pip libffi-dev

# Install Docker Compose from pip (using Python3)
# This might take a while
sudo pip3 install docker-compose

Source: Docker and Docker Compose on Raspberry Pi OS | With Blue Ink