If you’ve never encountered someone with low blood albumin, it is a very serious problem. You get terrible edema all over. Albumin helps you not retain the water in your cells, and instead to get the fluid back into your bloodstream for excretion.
If your albumin levels are low, then you probably have more serious problems than your albumin levels being low, so you'd want to treat the underlying condition.