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

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amrohendawi/Bookstore-chatbot

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E-Bookstore

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

Demo

Ordering a book through the chatbot. order book demo

Reviewing order history. order history demo

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

Project structure

Screenshot

simply clone project and run

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

docker-compose up

The bookstore frontend at http://localhost:8080

Screenshot

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

Screenshot

NginX proxy-forwards traffic from port 8001 to 8000