mayankjain0141 / rasa-multiple-models

A simple server to serve multiple rasa-nlu models.

Rasa Multiple Models

This is a trial app for multiple rasa chatbots on a single Flask server through Rasa Agent API.

Run Locally

Clone the project

git clone https://github.com/mayankjain0141/rasa-multiple-models.git

Create a virtual environment

python3 -m venv name

Activate the virtual environment

source name/bin/activate

Go to the project directory

cd rasa-multiple-models

Install dependencies

pip install -r requirements.txt

Start the local server

python3 app_ws.py

Open index.html to access the frontend.

Roadmap

• Connect the APIs to the frontend for multiple models
• Authentication Service
• Speech-to-text input
• Deployment
• Make it a React-Native app

Appendix

This is heavily based on this blog and repository by langnerd. We have migrated the project to rasa==2.3.3 and resolved the dependency issues for webchat.

• https://gitlab.com/langnerd/rasa-by-example/-/tree/master/multiple-models
• https://www.langnerd.com/first-steps-with-rasa-for-busy-developers/