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Simple Ques-Ans-WebApp using pretrained DistilBERT finetuned on SQuADv1.1

Check the distilbert_squad.ipynb for data preprocessing and training code, can be run on colab

Before running the app, place the saved model and tokenizer in static/saved_model

The app is tested on anaconda env with python3.9 conda create -n qa python=3.9

Follow the instructions here to install tensorflow with pip [https://www.tensorflow.org/install/pip]

For the remaining packages, do pip install -r requirements.txt

To start the app uvicorn app:app