Ways to re-train the model with custom actions or API call

Rasa Open Source
1

In my chtatbot I have a custom action that makes changes on the nlu file and of course those changes won’t be considered as training data in the current convo until the model is re-trained. So I am looking for a way to re-train the model or re-run the chatbot within a custom action or after an api call from the client side.

2

Hi Ben,

We have an example that automates testing, training and deployment of a bot via a CI/CD pipeline in our rasa-demo.

The train can also be run by calling the api.

3

Thank you so much for your reply. The docs says that when called by API the trained model isn’t loaded by default. How can I load it please ?