You may be able to download the entire site onto your hard-disk, using offline-browsing software which scoops up an whole site and converts all links to relative ones. There are a number of these software products: Webreaper | Webstripper | WinHTTrack Website Copier are several we know of, mostly free.
However we have not tested these products for this – please tell us if you find them useful.