A new and distinct cultivar of Zonal Geranium plant named `Swewhi`, characterized by its upright and rounded plant habit; freely branching habit; vigorous growth habit; dark green-colored leaves; freely flowering habit; semi-double pale pink and red purple bi-colored flowers; and good garden performance.