Control docker compose from within Go without exec? libcompose replacement?

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I am using compose-go to loader and validate a docker-compose.yml file:
https://pkg.go.dev/github.com/compose-spec/compose-go@v1.20.0/loader

But I am not sure how to move forward after this? I want the equivalent of docker-compose up -d but from within Go.

Thanks.