Redis is an in-memory data structure store that can be used as a database, cache, or message broker. It supports basic data structures like strings, hashes, lists, sets, sorted sets with ranges, and bitmaps. The Spring Data Redis library makes it easy to use Redis from Spring applications to store and retrieve objects and leverage features like pub/sub and caching.