FlowDock is a geometric flow-matching generative model for protein-ligand docking and binding affinity prediction. Given a receptor (amino-acid sequence and/or PDB template) and one or more ligand SMILES, it generates 3D bound protein-ligand complex structures and estimates binding affinity.