How do I deploy my RASA chat bot to the web using Flask?

[souvikg10 (Souvik Ghosh)]

typically running it with Flask would mean that you will need to import rasa as a python library and run inference using the python API.

Using rasa as a python library to interact with the bot

Hi @souvikg10. Great to see you here! Overall, the previous way of running the agent as a python module has been deprecated and replaced with the cli. However, you can still access the methods that can be used to train or run the models. For example, a very basic way of training the model would look as follows: import rasa config = "config.yml" training_files = "data/" domain = "domain.yml" output = "models/" model_path = rasa.train(domain, config, training_files, output)

You can see here on how to use rasa as a python library and expose the results as a flask API.

for performance purposes, i would consider asyncio framework, which is used in Sanic, i think maybe also Fast API.