Most formats are pretty easily convertible. PDF is the issue - it wasn't designed to be an eBook format, and is pretty much the worst possible choice for an eBook. If you buy books in a format like Microsoft Reader (LIT) or MobiPocket, they can be reasonably easily converted to anything you fancy.
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