Hello guys, I need your help in multi languistic rasa bot, Basically I have two rasa models, one rasa model for English language and the second model for urdu langauge. Now I want to create a python script that handle the user message at runtime. First of all how to load rasa model in python script? Secondly how to add agent to a specific model? How script will identify which agent should responce against any user message?
Welcome to the forum! 
Not only you have two models, but these two models should always both be active (since a user can speaks English while another speaks Urdu at the same time).
So it’s basically having two different chatbots, each with its own deployment on a server.
In your frontend application, you can have two buttons: One for English and one for Urdu. When clicked, it will connect to the corresponding deployment.
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Thank you so much for your responce, but right now what i am doing, I trained a chatbot for english speaking user and download the english model (20211102-063033.tar.gz) and again i trained the chatbot for urdu speaking user and download the second model too. Now is it possible to create a python script that activate both of these models, and responce properly.
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If that’s really what you want to do, you can activate a specific model with the --model or -m flag:
rasa shell --model "models/20211102-063033.tar.gz"
rasa x --model "models/20211102-063033.tar.gz"
rasa interactive --model "models/20211102-063033.tar.gz"
rasa run actions --actions "actions/english.py"
You can all see commands and their options here.
I want to activate both of my models at same time (Parallely)
Yes, you can open two terminals