The official AirFlow documentation, in the prerequisites section, says that "Airflow® currently can be run on POSIX-compliant Operating Systems" and that to install on Windows you need to use WSL2 (Windows Subsystem for Linux 2) or via Linux Containers.

Linux and Linux Container are free alternative methods.

Another suggestion is to use a virtual machine with Linux.