MetaGPT: 多智能体框架

pip install metagpt
metagpt --init-config  # 创建 ~/.metagpt/config2.yaml，根据您的需求修改它
metagpt "创建一个 2048 游戏"  # 这将在 ./workspace 创建一个仓库

from metagpt.software_company import generate_repo, ProjectRepo
repo: ProjectRepo = generate_repo("创建一个 2048 游戏")  # 或 ProjectRepo("<路径>")
print(repo)  # 它将打印出仓库结构及其文件

# 步骤1: 下载metagpt官方镜像并准备好config2.yaml
docker pull metagpt/metagpt:latest
mkdir -p /opt/metagpt/{config,workspace}
docker run --rm metagpt/metagpt:latest cat /app/metagpt/config/config2.yaml > /opt/metagpt/config/config2.yaml
vim /opt/metagpt/config/config2.yaml # 修改配置文件

# 步骤2: 使用容器运行metagpt演示
docker run --rm \
    --privileged \
    -v /opt/metagpt/config/config2.yaml:/app/metagpt/config/config2.yaml \
    -v /opt/metagpt/workspace:/app/metagpt/workspace \
    metagpt/metagpt:latest \
    metagpt "Write a cli snake game"

@misc{hong2023metagpt,
      title={MetaGPT: Meta Programming for Multi-Agent Collaborative Framework},
      author={Sirui Hong and Xiawu Zheng and Jonathan Chen and Yuheng Cheng and Jinlin Wang and Ceyao Zhang and Zili Wang and Steven Ka Shing Yau and Zijuan Lin and Liyang Zhou and Chenyu Ran and Lingfeng Xiao and Chenglin Wu},
      year={2023},
      eprint={2308.00352},
      archivePrefix={arXiv},
      primaryClass={cs.AI}
}
@misc{hong2024data,
      title={Data Interpreter: An LLM Agent For Data Science}, 
      author={Sirui Hong and Yizhang Lin and Bang Liu and Bangbang Liu and Binhao Wu and Danyang Li and Jiaqi Chen and Jiayi Zhang and Jinlin Wang and Li Zhang and Lingyao Zhang and Min Yang and Mingchen Zhuge and Taicheng Guo and Tuo Zhou and Wei Tao and Wenyi Wang and Xiangru Tang and Xiangtao Lu and Xiawu Zheng and Xinbing Liang and Yaying Fei and Yuheng Cheng and Zongze Xu and Chenglin Wu},
      year={2024},
      eprint={2402.18679},
      archivePrefix={arXiv},
      primaryClass={cs.AI}
}