Hi everyone, this is repository for my personal demo project on connecting Twilio and OpenAI to provide answers to all the users questions using OpenAI GPT-3. This is written in Python
and served with Flask
. This bot can only handle:
- text messgaes
There are couple of things that you need before you get started following this repository.
- OpenAI API key, since it is open to all, you can create an account here and access the key.(check your usage limit does not exceeced)
- You need a Twilio project, you can get
Account SID
andAuth Token
for that project, we will need this to make requests. You can get it from here. - API requesting application like Postman, Insomnia, etc.
- NGROK for local testing.
To replicate the work of this repository and run it locally, you need to follow these steps:
- create a
.env
file inside the root directory, create these environmental variables:TWILIO_ACCOUNT_SID=YOUR ACCOUNT SID TWILIO_AUTH_TOKEN=YOUR AUTH TOKEN OPENAI_API_KEY=YOUR OPENAI API KEY FROM=whatsapp:+14155238886
This FROM variable in the .env file is same for the Twilio WhatsApp Sandbox.
- create a virtual environment and activate it before installing the packages
- install all the required dependencies from the
requirements.txt
file
pip install -r requirements.txt
- run the server with either of the following commands
python run.py
* First install NGROK engine on your local machine
* start NGROK engine on the same port as the python application is running.
* provide the NGROk urlon `Twilio WhatsApp Sandbox` for all incoming request.
* test the setup using your WhatsApp