Auto-Draft: Literatures Summarization Assistant

This project aims to automatically summarize a field of research.

Features:

Automatically search related papers.
Every claim has an appropriate citation.
Output LaTeX template.

This script requires GPT-4 access. One round of generation will take around 10 minutes and 15,000 tokens (0.5 to 0.8 US dollars).

Demo

The following link provides a free demo of basic functions. If you need more customized features, please refer to Usage for local deployment and modification.

https://huggingface.co/spaces/auto-academic/auto-draft

Usage

Clone this repo：

git clone https://github.com/CCCBora/auto-draft

Install dependencies:

pip install -r requirements.txt

Set the OPENAI_API_KEY in the environment variables.
Edit auto_backgrounds.py to customize the topic you want to explore, and then run

python auto_backgrounds.py

Example Outputs

The outputs folder contains some original outputs for given inputs. They can be directly compiled using Overleaf.

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