The sheer scale of Wikipedia (5 millions pages, half a trillion links) made it difficult to make the searches fast. Simply downloading the Wikipedia database dumps and parsing them into my own database took over a day on my first successful attempt. The site returns most results in just a few seconds despite the giant graph size.