How much gigabyte expandibility should I have?

Of course it depends on your app or the type of memory; but is 8GB max enough for a 64bit os? Some Dells desktops go up to 192GB. Some 72, some 24, some 48, 16, etc. I need a matrix of apps/memory type/quantity of memory. Can someone do this for me?