Rasa Song Chatbot

Original UI credits: https://github.com/JiteshGaikwad/Chatbot-Widget. I've modified the UI and added support for audio.

You can find the response format for audio in the docs here

Searches for your favourite song from Soundcloud and Jiosaavn and plays it.

Prerequisites

• Make sure you have a Soundcloud API Key.
• Place your API key in actions.py in self.client_ids under SongMachine class.

Usage

Requirements

Install the required libraries using

pip install -r requirements.txt

Rasa Model Training

• Make sure you download spacy model en_core_web_md using the following command

  spacy download en_core_web_md

• Open terminal as root or as administrator depending upon your OS and run the following command

  python -m spacy link en_core_web_md en_core_web_md

• Train the model using

  rasa train

Inference

Go the the chatbot directory

• Run Rasa actions server using

  rasa run actions

• Now, run Rasa API server using

  rasa run -vv --model models --enable-api --cors "*"

• Now, run the flask server using

  python app.py

Then go this url http://localhost:8000

Screenshot