The run-times are the SDL DLLs. I stopped shipping them with the JEDI-SDL release as they get updated too often. If you don't have these, you'll need them before running any demos.

With that library path, it should just pick up the sdl.pas file and compile.

Would I be right in saying you ran the installer?
And that you are using the latest version RC from SourceForge?