What is exactly the difference between Agnostics and Atheists?

I’ve done some Google searches, read some dictionary definitions, and basically what I got was agnostics don’t believe in anything, and they don’t know what to believe until there’s proof, and atheists are positive that there is no/never was a god. I don’t mean to start a religious debate, so please don’t.