You can upload files to the CMS in order to link to them on a webpage. Types of files you can upload include audio, video, PDFs, Microsoft Office files, and more. These files have a size limit of 1GB each. After uploading, you must publish the file.
This process should not be used for images. Instead use the Image Editor sidebar gadget.