Download a file from my domain with a direct link to the file from other sites

I want my site viewer to download a file that is on another site from my site. So that it doesn't show where to download the file. When the user downloads the file it feels like it is downloading directly from my host.

For example a file

otherssite.com/file.exe

viewer downloading mydomain.com/file.exe