This project was designed to answer questions regarding COVID. Information source: WHO (World Health Organization).
Many people don't have up-to-date information about covid. In this case they can chat with this bot as if they would to a close friend. You can see a sample conversation in the image below:
You can ask as many questions as you like, and whichever ones you want.
If there is not a high probability of identification with the created model, the bot will inform that it could not understand what the person said or to ask the question in a different way or with others words.
Tech:
- Python
- Keras
- nltk
- numpy
- other small libraries or packages
pip install -r requirements.txt
You will need to have a server listening for information on the /bot route.
In this project I recommend twilio wich is already in specifications. You can create an free account here.
After that, configure the message settings to the router in the project and than you can use it for SMS or Whatsapp messages.
The same principle applies to Chatbot with discord, slack or any other.
Local: After installing the dependencies, you can download Ngrok.
This way you can exposes your local servers for the world. Use the ngrok link for your bot. Example:
ngrok http 5000If you made changes to the model. Before runing Chat.py, first you'll have to train the model.
You can train it whenever you want after updating intent.json file.
Train:
python train_chatbot.py
Run application
python bot.pyAs all applications this one need to be improved. Possible improvements:
- Continue to improve the model
- Add answer to number of daily cases.
- Add number of people vaccinated.
- Fork the repo on GitHub
- Clone the project to your own machine
- Commit changes to your own branch
- Push your work back up to your fork
- Submit a Pull request so that we can review your changes