I just needed a very quick solution that was no-fuss for an internal app.
I found the article Adding search to Django in a snap, and that worked splendid for me!
Obviously it lacks the speed, scalability and features of the real projects like Haystack, but this one is easier to set up, and I don't really need anything else than keyword AND-search.