Here's a simple sequence diagram of what happens when a user asks Alexa something.
Lambda is a really useful tool that Amazon Web Services has built to allow you to run a service without provisioning your own servers. In an Alexa Skills context, it's what the Alexa service calls when a user calls your skill. This is where the code for your skill lives.