Dialogue management in Botlibre

Hi,

I am spending some time exploring Botlibre and I want to use it as a dialogue management system in our application.

We would be using a third party library for Natural Language understanding which will helps us in intent classification and entity extraction.

We want to use the extracted intend to tell Botlibre what should be the response based on intend and what are the entities participating in this intends.

Also I want some mechanism where dialogue management system should be able to preserve the state of dialogue so that I can get the extracted entities whenever required in the course of the dialgoue.