Decision making through conversation involves comparing items and exploring different alternatives. This requires memory.
Rasa Frames is a fork of Rasa that augments the DialogueStateTracker with multiple copies of slots (or Frames), each corresonding to an item of discussion.
This project is directly inspired by the Microsoft Frames dataset.
Check it out here - GitHub - msamogh/rasa-frames: Rasa + Microsoft Frames
If this project interests you, I am looking for people to collaborate with as I have a ton of ideas - both in terms of features as well as research directions, so hit me up so that we can discuss it further.