amrohendawi / bookstore-chatbot

This is an e-bookstore with an integrated Rasa chatbot and NLU pipeline built with SpaCy

E-Bookstore

This is a simple e-bookstore with a chatbot that provides multiple services.

Demo

Ordering a book through the chatbot.

Reviewing order history.

This project uses the following technologies:

1. Vue.js (bookstore frontend)
2. Node.js (backend)
3. Connection (lighter version of Express for backend-frontend-communication and API endpoint publishing)
4. swagger-ui (API docs)
5. MongoDB (Database => Persistent storage)
6. docker-compose (containerizing services)
7. Rasa (chatbot framework)
8. Rasa NLU (NLU engine fine-tuned for e-bookstore)
9. SpaCy (Language model fine-tuned for e-bookstore)
10. Prodigy (Data annotation tool)

Important plugins

• Chatbot widget https://www.npmjs.com/package/rasa-webchat

Project structure

simply clone project and run

git clone https://github.com/amrohendawi/Bookstore-chatbot.git

docker-compose up

The bookstore frontend at http://localhost:8080

The API docs at http://localhost:8000/docs

NginX proxy-forwards traffic from port 8001 to 8000