ArchComplete is a two-stage dense voxel-based 3D generative pipeline for architectural design.Stage 1 uses a 3D Voxel VQGAN model with an autoregressive transformer to generate coarse models.Stage 2 employs Hierarchical Voxel Upsampling Networks to enhance the coarse shapes with fine geometric details.ArchComplete supports various interaction modes and shows notable improvements over state-of-the-art methods.