Aluminium is extracted from bauxite (Al2O3) by the Hall-Héroult process, which involves electrolysis of molten aluminium oxide dissolved in cryolite. Molten chlorides are not the source - bauxite is an oxide ore. The key is that alumina must be molten for electrolysis to work.