Redis is an in-memory key-value database that provides advanced data structures like lists, sets, and ordered sets in addition to basic key-value pairs. It is useful for caching, queues, and other small data needs due to its fast performance and ability to store data structures, though it has limitations on data size due to being memory-based. Redis also supports replication and high availability through master-slave replication but lacks more advanced features for large datasets.