Re4-Scientific-Computing-Agent-with-Rewriting-Resolution-Review-and-Revision

The proposed agent, incorporating a "rewriting-resolution-review-revision" logical chain via three reasoning LLMs (functioning as the Consultant, Reviewer, and Programmer, respectively), is integrated in a collaborative and interactive manner.

For more details, see our arXiv preprint

Future work

- release streamlit version and employ langchain

Project Structure

src/
├── utils.py             # General tool functions
├── FileHandler.py       # File operation
├── code_executor.py     # Code processing & execution  
├── llm_agent.py         # Client configuration
├── prompts_template.py  # Prompt generation
└── re4_Agent.py         # Workflow

Contact

If you have any questions on our work or implementation, feel free to reach out to chengao23@mails.ucas.ac.cn!

If you find this repository useful, please consider giving a star ⭐ and cite our paper.

@article{cheng2025re4,
  title={Re4: Scientific Computing Agent with Rewriting, Resolution, Review and Revision},
  author={Cheng, Ao and Zhang, Lei and He, Guowei},
  journal={arXiv preprint arXiv:2508.20729},
  year={2025}
}