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.txtuvicorn 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.