Configuring

First create a virtual environemnt.

python -m venv env

Use the requirements.txt file to pip install the necessary dependencies.

pip install -r requirements.txt

You would need to download and install git lfs and run in cmd to setup lfs

git lfs install

Then clone the repository containing LaMini-Flan-T5-248M which is the LLM we're using.

git clone https://huggingface.co/MBZUAI/LaMini-Flan-T5-248M

Make sure that LaMini-Flan-T5-248M is in the same directory as the cloned project.

Running

Now to run the app , run the below code

streamlit run app.py

Upload a pdf file and see the summarization :)