Use a board, drywall or cement board 6”
or 8” wide with the edge attached to the ceiling a bit in front of the blind. So the board hangs down covering the blind. You could run it all the way along the wall or just over the blinds with caps closing the ends. Simple brackets would attach it to the ceiling.