Communication diagram UML for angular.js and ember.js application

I am trying to develop a communication diagram for a finance web application Based on angular.js and another one based on ember.js I am trying to get a detailed communication diagram . Is there any way I can see request and pull and signal exchanges by this application while communicating and getting data I did research and found only chrome profiler to be useful one but It's not giving detailed request and pull signal.