Can I set a static ip address for WSL 2?

I'm doing some Ruby on Rails development on a WSL 2. The rails app connects to a MySQL server running on my Windows host. When I used WSL 1 it as easy to set the host to 127.0.0.1 but on WSL 2 I ha...