Nvcc binary is not present after cuda installation with pip wheels

I have a situation where I need to install cuda with pip wheels. And on top of it I will be installing “pycuda”.
Basically 'pycuda" looks for ‘nvcc’ binary file before proceeding with installation. But pip wheel installation of cuda is not installing nvcc binary.
Can you please help is there a way resolve this…
Basically I want to have ‘cuda toolkit’ installed using pip. Is there any other way? (not with conda).