It happened at Metropolis on Richmond and Fondren around 2am Monday.
Police say two people were stabbed during a possible robbery. They were transported to the hospital and are expected to be OK.
The suspects left in a black Jetta. Two people are believed to have been taken into custody in connection with the stabbing.