use a keywords list as a source for an autocomplete list?

Is this possible? I have a large keyword list that has been developed over a long period of time. I want to be able to autocomplete when I start typing, based on the keywords list. The list has become very difficult to quickly navigate in the keyword panel. Thoughts?