What is the current behavior? (You can also link to an open issue here)
when device is unset in the embed request, even though cuda is available, default device of embed is cpu. Other functionalities such as search, add docs are unaffected (defaults to cuda when available)

What is the new behavior (if this is a feature change)?
default device in embed will be cuda when it is avialable