How to create a Twitter Search Provider in Internet Explorer

After using Twitter for quite a while, I found myself searching for old tweets from my friends that contained links or information that I didn't write down at the time that I read the tweet. I thought that it would be useful to create a Search Provider for Internet Explorer so that I could perform these searches directly from the IE Search Bar.