Is their any card which gives Patna railway lounge access?

[Harry1]

Tata Neu Infinity Rupay will work here ?
Or Any specific variants of Rupay work?

I think only cards which have lounges via rupay network. Hdfc, au, idfc, axis, icici have their own network with dreamfolks and should not be eligible for rupay network based lounges, unless they themselves (or dreamfolks) have tie up with them.