These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.
The code is run and tested with Python 3.7.4 on macOS 10.14.6.
Clone the repo to your local machine.
Create a virtual environment for Python 3 with:
virtualenv -p python3 env
Activate the virtual environment with:
source env/bin/activate
Install the required Python packages with:
pip install -r requirements.txt
You will also need https://github.com/huggingface/transformers.
Within the source folder, run:
git clone git@github.com:huggingface/transformers.git
The pre-trained model object can be downloaded from:
https://drive.google.com/open?id=1UbhMvtUeX1LiRA9uDiontnOgqps1ooy5
Create a folder source/bert and unzip the model in there.
Run python3 source/main.py and open http://127.0.0.1:5000/
If you just want to pass a question and a context to the model, run:
python3 source/modelling/repl.py --question question --context context