Video card architecture is extremely different than normal PC architecture. The GPU and VRAM are tightly coupled and the pace of the technology in both the GPU and the VRAM has increased in lock-step the past few years making just replacing the GPU worthless / not possible.
Plus, do you really think they would charge significantly less if you JUST bought the GPU? Fat chance