Fresh sweet potato soup will keep fresh in an airtight container in the fridge for about 4 to 6 days. Just allow your soup to completely cool before transferring it. You can also freeze it so you can enjoy it another day. Transfer it to a freezer safe container, label it with the date and place it in the freezer for up to several months.