KV cache, or Key-Value cache, is a system used for storing data in the form of key-value pairs, allowing for quick retrieval and manipulation. It's essential in scenarios where speed and efficiency in accessing data are prioritized, like in database systems or data streaming applications. KV caches are directly related to technologies like Redis or Memcached, which help reduce latency and improve performance by caching frequently accessed data.