Multiple Sidebar Content Options

Is it possible to change the content for my sidebar for individual pages? As an example, I am using the 2 column, right sidebar for almost everything and am building the sidebar to have the items I want users to see most of the time. I have a new page I am creating that I would like to keep the same layout for, but have different content in the sidebar. Is this possible? If so, how?