My father had gout. He says it never goes away BUT his is under control. The first step is to quit eating foods that make it worse. I won't give you a list here. It's easy to get that via Google with a search string like this; what foods make gout worse
There are some foods that make gout go away, or stay below the level of pain causing. Again, use Google search; What foods alleviate gout
There are also some over the counter medicines that my father will not go without. Without touting a specific brand I can tell you the main ingredient is Glucosamine.
From my experience with my father, who says there is no pain on earth like a gout attack, if you take these steps you will be pleased with the results.