Potato soup will keep up to 4 days in the refrigerator in a tightly sealed container.
However if you want the potato soup to last longer than 4 days and up to 4 months or longer you can place the potato soup in a sealed plastic container and then place it in the freezer.
Frozen foods keep longer than just refrigerated foods.