The main new feature in this version is “Quick Search”, a search bar that allows you to start searching right away, rather than clicking the Search button and waiting.
Here’s a screenshot:
I’ve built it for 8.04 Hardy Heron here:
You may need to install apt-xapian-index for it to work:
sudo apt-get install apt-xapian-index