Click Setup->KNOWLEDGE BASE SITE->Footer Navigation, click "Enable footer", click "Add a new category" and then you can "Add a new item" under the column of the footer. According to the prompts in the box, you can enter the contents.
*You can preview the footer at the top of the page.