There is nothing specific to ask someone out for date. But most of us say like - Kya tum mere saath dinner/date par chalogi.

Maine apni girlfriend ko restaurant mein chalne ke liye pucha/poocha.

I asked my girlfriend out to a restaurant.

kya aap angrezi udaharan de sakte hain?