Whenever we are train the model, rasa got confused between some of the flows

whenever we retrain the rasa model, without changing the rasa story, it is not following the same story path. Sometimes it mixes the two flows. because of this, we need to test whole flows again and again before doing the deployment. is there any solution for it?

If you’re using DIET or TED, make sure you set the random_seed value.

Also, I would avoid using stories and use rules an forms wherever possible.