LitLLM: A Toolkit for Scientific Literature Review
This repo contains code for the paper LitLLM: A Toolkit for Scientific Literature Review.
HF Demo available at https://huggingface.co/spaces/shubhamagarwal92/LitLLM
Install conda/miniconda then create an environment
conda create -n litllm python=3.11 -y
pip install -r requirements.txt
Please make sure you have the OPENAI_API_KEY set in your environment. We also used Semantic Scholar API to retrieve relevant papers. Follow the instructions on the official website to get the API key. Please make sure you have the S2_API_KEY set in your environment.
# For linux you can save your key in bashrc or zshrc.
echo "export OPENAI_API_KEY='yourkey'" >> ~/.bashhrc
echo "export S2_API_KEY='yourkey'" >> ~/.bashhrc
Run python app.py
If you found this work useful, please cite:
@article{agarwal2024llms,
title={LitLLMs, LLMs for Literature Review: Are we there yet?},
author={Agarwal*, Shubham and Sahu*, Gaurav and Puri*, Abhay and Laradji, Issam H and Dvijotham, Krishnamurthy DJ and Stanley, Jason and Charlin, Laurent and Pal, Christopher},
journal={arXiv preprint arXiv:2412.15249},
year={2024}
}
@article{agarwal2024litllm,
title={Litllm: A toolkit for scientific literature review},
author={Agarwal*, Shubham and Sahu*, Gaurav and Puri*, Abhay and Laradji, Issam H and Dvijotham, Krishnamurthy DJ and Stanley, Jason and Charlin, Laurent and Pal, Christopher},
journal={arXiv preprint arXiv:2402.01788},
year={2024}
}