Research in the field of dialog systems often involves building a dialog system used for evaluation of algorithms, collection of data and various experiments. A significant amount of time is needed to create such a system. In order to facilitate this task, we created a flexible, extensible and easy to use framework which can be used as a base for experimenting with dialog systems. Major features of the framework are introduced in the paper together with possible ways of their practical use.