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.