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# 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
1. Clone this repo：
```angular2html
git clone https://github.com/CCCBora/auto-draft
```
2. Install dependencies:
```angular2html
pip install -r requirements.txt
```
3. Set the `OPENAI_API_KEY` in the environment variables.
4. Edit `auto_backgrounds.py` to customize the topic you want to explore, and then run
```angular2html
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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