Beagle desktop search, while useful, tends to consume way to much system resources, which leaves out Linux users that care about high performance or have older machines. Tracker is a high performance search engine written in C, uses only 3-9 megs of ram and is very Laptop-friendly. Features nautilus and deskbar support for seamless integration.

Source: A better, faster desktop search for Linux!