Your best bet would probably be to use a Kickstart or Preseed file for an automated installation without relying on PXE. If needed, you could bootstrap the node into chef with a post install script as part of your kickstart file.

I found this link perhaps may show you the light. "https://docs.chef.io/openstack.html"