taiwan-bot's Introduction

Taiwan Bot

A chatbot to answer all your questions about Taiwan Gold Card and many more!

Jonathan built the NLP model using NLU (natural language understanding) with Tensorflow. Here an overview of how it works.
Shawn the infrastructure
Eric connected the data

Add me on Facebook Messenger

Talk to the bot with Facebook Messenger

Add me on Line

Develop

pip install -r requirements.txt
uvicorn app:app --reload

The endpoint where you can query the bot will appear, by default it will be http://localhost:8000

If you get the message when starting it:

[...]
tensorflow.python.framework.errors_impl.NotFoundError: /var/[...]/tfhub_modules/539544f0a997d91c327c23285ea00c37588d92cc/tfhub_module.pb; No such file or directory

Remove that folder with sudo rm -rf /var/[...]/tfhub_modules/

Test the bot locally

Install the bot emulator
The endpoint is by default http://localhost:8000/api/messages
No credential are needed

Deployment

Everytime a PR is merged, the github workflow should automatically deploy the new server code. The chatbot account above is connected to the server so your new changes should be instantly available.

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