Audi A4 1.9 tdi AVF 2005.
Car lost power while drive the shut off on the stop street,
since then doesn't start.
Your car has an ignition or fuel pump problem. You're either not getting proper fuel or spark. Really could be either. Without seeing the car, it's not possible to say what the exact problem is. You need to get it to a mechanic to diagnose.