GST FAQ Bot with Rasa-NLU

Set of scripts to build a chatbot which will answer FAQ about Goods and Services Tax (GST) India. Copyright (C) 2017 Yogesh H Kulkarni

License:

This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or any later version.

Scripts:

• app.py: Chatbot UI built using Flask, using templates/*.html
• engine.py: Chatbot core logic as well as knowledgebase.
• config.json: Rasa NLU settings for training as well as executing intent extraction
• run_training: Windows batch file to build trained modeling
• run_server: Windows batch file to execute Rasa-NLU server.

Dependencies:

• Needs Python 3.5

ToDos

• Add more training data
• Entity extraction not working as desired, find out more.
• Etc.

References

• Rasa-NLU installation
• Bhavani Ravi’s event-bot code, Youtube Video
• GST FAQs:
  • Government Documentation
  • GST India Documentation

Disclaimer:

• Author ([email protected]) gives no guarantee of the results of the program. It is just a fun script. Lot of improvements are still to be made. So, don’t depend on it at all.