Since CVXPY 1.4, PIQP is a supported solver.

To use PIQP as the solver, solve your problem with

import cvxpy as cp

objective = ...
constraints = ...

problem = cp.Problem(objective, constraints)
problem.solve(solver=cp.PIQP)

For more detailed information and options see the CVXPY documentation.