Before start you must remove the legacy docker-compose command. For example found it with

which docker-compose

then use sudo rm -f {docker-compose-path} to remove it.

Than you must install the Docker Compose plugin with the following

sudo apt-get update
sudo apt-get install docker-compose-plugin

sudo curl -sL https://raw.githubusercontent.com/javanile/docker-compose/main/docker-compose -o /usr/local/bin/docker-compose
sudo chmod +x /usr/local/bin/docker-compose

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