RSpec is a unit testing framework for Ruby that focuses on specifying and testing the behavior of code. The document introduces RSpec's basic syntax including the describe, context, it, expect, and matchers keywords. It provides an example "hello world" test to demonstrate setting up an RSpec file and running tests. The example specifies and tests that a HelloWorld class returns the string "Hello World" from its say_hello method.