A Study in Scarlet - Anne Perry, Arthur Conan Doyle
The first Sherlock story and the one that sets the scene for the relationship between Watson and Sherlock as well as the personality traits (flaws and all, I'm looking at your addictions Mr. Sherlock) of the pair.

Really good mystery and there's a story within a story that is just as intriguing. I now want to read all.