Police say a man and woman got into a livery cab about 4 p.m. on Sunday.
When they arrived in the Foxhurst Section of the Bronx, the woman allegedly held a knife to the driver's throat and demanded money.
They took cash and ran away.
The driver was cut in the arm, but is expected to be OK.