Theoretically they can propose a new Constitution, but in every past constitutional convention since the 20th century that occurred in New York they’ve only proposed amendments to the existing Constitution. (In the 19th century they’ve replaced the previous Constitution.)
The Federal Constitution also has a process to call a constitutional convention to propose amendments to the U.S. Constitution. It has never yet occurred but can be done.