RabbitMQ is a message broker that uses AMQP, an open messaging protocol. It is written in Erlang and supports publishing messages to exchanges which then route the messages to queues based on routing rules. PHP applications can interact with RabbitMQ using libraries like PhpAmqpLib which implements the full AMQP specification and allows PHP code to publish, consume, and manage messages and queues.