Redis is an open-source, in-memory data structure store that allows for atomic operations on data structures like strings, hashes, lists, sets, sorted sets, and bitmaps. It supports common operations like push, pop, and get and can be used as a cache, for session storage, or to compute statistics. StackExchange uses Redis with two servers each with 96GB RAM handling over 60k requests per second on average.