| Name | metagpt-simple JSON |
| Version |
0.7.2
JSON |
| download |
| home_page | |
| Summary | The Multi-Agent Framework |
| upload_time | 2024-02-23 11:13:16 |
| maintainer | |
| docs_url | None |
| author | |
| requires_python | >=3.9 |
| license | The MIT License Copyright (c) 2024 Chenglin Wu Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. |
| keywords |
metagpt
multi-agent
multi-role
programming
gpt
llm
metaprogramming
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
# MetaGPT: The Multi-Agent Framework
<p align="center">
<a href=""><img src="docs/resources/MetaGPT-new-log.png" alt="MetaGPT logo: Enable GPT to work in software company, collaborating to tackle more complex tasks." width="150px"></a>
</p>
<p align="center">
<b>Assign different roles to GPTs to form a collaborative entity for complex tasks.</b>
</p>
<p align="center">
<a href="docs/README_CN.md"><img src="https://img.shields.io/badge/文档-中文版-blue.svg" alt="CN doc"></a>
<a href="README.md"><img src="https://img.shields.io/badge/document-English-blue.svg" alt="EN doc"></a>
<a href="docs/README_JA.md"><img src="https://img.shields.io/badge/ドキュメント-日本語-blue.svg" alt="JA doc"></a>
<a href="https://opensource.org/licenses/MIT"><img src="https://img.shields.io/badge/License-MIT-blue.svg" alt="License: MIT"></a>
<a href="docs/ROADMAP.md"><img src="https://img.shields.io/badge/ROADMAP-路线图-blue" alt="roadmap"></a>
<a href="https://discord.gg/DYn29wFk9z"><img src="https://dcbadge.vercel.app/api/server/DYn29wFk9z?style=flat" alt="Discord Follow"></a>
<a href="https://twitter.com/MetaGPT_"><img src="https://img.shields.io/twitter/follow/MetaGPT?style=social" alt="Twitter Follow"></a>
</p>
<p align="center">
<a href="https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/geekan/MetaGPT"><img src="https://img.shields.io/static/v1?label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode" alt="Open in Dev Containers"></a>
<a href="https://codespaces.new/geekan/MetaGPT"><img src="https://img.shields.io/badge/Github_Codespace-Open-blue?logo=github" alt="Open in GitHub Codespaces"></a>
<a href="https://huggingface.co/spaces/deepwisdom/MetaGPT" target="_blank"><img alt="Hugging Face" src="https://img.shields.io/badge/%F0%9F%A4%97%20-Hugging%20Face-blue?color=blue&logoColor=white" /></a>
</p>
## News
🚀 Feb. 08, 2024: [v0.7.0](https://github.com/geekan/MetaGPT/releases/tag/v0.7.0) released, supporting assigning different LLMs to different Roles. We also introduced [Interpreter](https://github.com/geekan/MetaGPT/blob/main/examples/mi/README.md), a powerful agent capable of solving a wide range of real-world problems.
🚀 Jan. 16, 2024: Our paper [MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
](https://arxiv.org/abs/2308.00352) accepted for oral presentation **(top 1.2%)** at ICLR 2024, **ranking #1** in the LLM-based Agent category.
🚀 Jan. 03, 2024: [v0.6.0](https://github.com/geekan/MetaGPT/releases/tag/v0.6.0) released, new features include serialization, upgraded OpenAI package and supported multiple LLM, provided [minimal example for debate](https://github.com/geekan/MetaGPT/blob/main/examples/debate_simple.py) etc.
🚀 Dec. 15, 2023: [v0.5.0](https://github.com/geekan/MetaGPT/releases/tag/v0.5.0) released, introducing some experimental features such as **incremental development**, **multilingual**, **multiple programming languages**, etc.
🔥 Nov. 08, 2023: MetaGPT is selected into [Open100: Top 100 Open Source achievements](https://www.benchcouncil.org/evaluation/opencs/annual.html).
🔥 Sep. 01, 2023: MetaGPT tops GitHub Trending Monthly for the **17th time** in August 2023.
🌟 Jun. 30, 2023: MetaGPT is now open source.
🌟 Apr. 24, 2023: First line of MetaGPT code committed.
## Software Company as Multi-Agent System
1. MetaGPT takes a **one line requirement** as input and outputs **user stories / competitive analysis / requirements / data structures / APIs / documents, etc.**
2. Internally, MetaGPT includes **product managers / architects / project managers / engineers.** It provides the entire process of a **software company along with carefully orchestrated SOPs.**
1. `Code = SOP(Team)` is the core philosophy. We materialize SOP and apply it to teams composed of LLMs.
<p align="center">Software Company Multi-Agent Schematic (Gradually Implementing)</p>
## Install
### Pip installation
> Ensure that Python 3.9+ is installed on your system. You can check this by using: `python --version`.
> You can use conda like this: `conda create -n metagpt python=3.9 && conda activate metagpt`
```bash
pip install metagpt
# https://docs.deepwisdom.ai/main/en/guide/get_started/configuration.html
metagpt --init-config # it will create ~/.metagpt/config2.yaml, just modify it to your needs
```
### Configuration
You can configure `~/.metagpt/config2.yaml` according to the [example](https://github.com/geekan/MetaGPT/blob/main/config/config2.example.yaml) and [doc](https://docs.deepwisdom.ai/main/en/guide/get_started/configuration.html):
```yaml
llm:
api_type: "openai" # or azure / ollama / open_llm etc. Check LLMType for more options
model: "gpt-4-turbo-preview" # or gpt-3.5-turbo-1106 / gpt-4-1106-preview
base_url: "https://api.openai.com/v1" # or forward url / other llm url
api_key: "YOUR_API_KEY"
```
### Usage
After installation, you can use it as CLI
```bash
metagpt "Create a 2048 game" # this will create a repo in ./workspace
```
or you can use it as library
```python
from metagpt.software_company import generate_repo, ProjectRepo
repo: ProjectRepo = generate_repo("Create a 2048 game") # or ProjectRepo("<path>")
print(repo) # it will print the repo structure with files
```
detail installation please refer to [cli_install](https://docs.deepwisdom.ai/main/en/guide/get_started/installation.html#install-stable-version)
or [docker_install](https://docs.deepwisdom.ai/main/en/guide/get_started/installation.html#install-with-docker)
### QuickStart & Demo Video
- Try it on [MetaGPT Huggingface Space](https://huggingface.co/spaces/deepwisdom/MetaGPT)
- [Matthew Berman: How To Install MetaGPT - Build A Startup With One Prompt!!](https://youtu.be/uT75J_KG_aY)
- [Official Demo Video](https://github.com/geekan/MetaGPT/assets/2707039/5e8c1062-8c35-440f-bb20-2b0320f8d27d)
https://github.com/geekan/MetaGPT/assets/34952977/34345016-5d13-489d-b9f9-b82ace413419
## Tutorial
- 🗒 [Online Document](https://docs.deepwisdom.ai/main/en/)
- 💻 [Usage](https://docs.deepwisdom.ai/main/en/guide/get_started/quickstart.html)
- 🔎 [What can MetaGPT do?](https://docs.deepwisdom.ai/main/en/guide/get_started/introduction.html)
- 🛠 How to build your own agents?
- [MetaGPT Usage & Development Guide | Agent 101](https://docs.deepwisdom.ai/main/en/guide/tutorials/agent_101.html)
- [MetaGPT Usage & Development Guide | MultiAgent 101](https://docs.deepwisdom.ai/main/en/guide/tutorials/multi_agent_101.html)
- 🧑💻 Contribution
- [Develop Roadmap](docs/ROADMAP.md)
- 🔖 Use Cases
- [Debate](https://docs.deepwisdom.ai/main/en/guide/use_cases/multi_agent/debate.html)
- [Researcher](https://docs.deepwisdom.ai/main/en/guide/use_cases/agent/researcher.html)
- [Recepit Assistant](https://docs.deepwisdom.ai/main/en/guide/use_cases/agent/receipt_assistant.html)
- ❓ [FAQs](https://docs.deepwisdom.ai/main/en/guide/faq.html)
## Support
### Discard Join US
📢 Join Our [Discord Channel](https://discord.gg/ZRHeExS6xv)!
Looking forward to seeing you there! 🎉
### Contact Information
If you have any questions or feedback about this project, please feel free to contact us. We highly appreciate your suggestions!
- **Email:** alexanderwu@deepwisdom.ai
- **GitHub Issues:** For more technical inquiries, you can also create a new issue in our [GitHub repository](https://github.com/geekan/metagpt/issues).
We will respond to all questions within 2-3 business days.
## Citation
For now, cite the [arXiv paper](https://arxiv.org/abs/2308.00352):
```bibtex
@misc{hong2023metagpt,
title={MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework},
author={Sirui Hong and Mingchen Zhuge and Jonathan Chen and Xiawu Zheng and Yuheng Cheng and Ceyao Zhang and Jinlin Wang and Zili Wang and Steven Ka Shing Yau and Zijuan Lin and Liyang Zhou and Chenyu Ran and Lingfeng Xiao and Chenglin Wu and Jürgen Schmidhuber},
year={2023},
eprint={2308.00352},
archivePrefix={arXiv},
primaryClass={cs.AI}
}
```
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"description": "\n# MetaGPT: The Multi-Agent Framework\n\n<p align=\"center\">\n<a href=\"\"><img src=\"docs/resources/MetaGPT-new-log.png\" alt=\"MetaGPT logo: Enable GPT to work in software company, collaborating to tackle more complex tasks.\" width=\"150px\"></a>\n</p>\n\n<p align=\"center\">\n<b>Assign different roles to GPTs to form a collaborative entity for complex tasks.</b>\n</p>\n\n<p align=\"center\">\n<a href=\"docs/README_CN.md\"><img src=\"https://img.shields.io/badge/\u6587\u6863-\u4e2d\u6587\u7248-blue.svg\" alt=\"CN doc\"></a>\n<a href=\"README.md\"><img src=\"https://img.shields.io/badge/document-English-blue.svg\" alt=\"EN doc\"></a>\n<a href=\"docs/README_JA.md\"><img src=\"https://img.shields.io/badge/\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8-\u65e5\u672c\u8a9e-blue.svg\" alt=\"JA doc\"></a>\n<a href=\"https://opensource.org/licenses/MIT\"><img src=\"https://img.shields.io/badge/License-MIT-blue.svg\" alt=\"License: MIT\"></a>\n<a href=\"docs/ROADMAP.md\"><img src=\"https://img.shields.io/badge/ROADMAP-\u8def\u7ebf\u56fe-blue\" alt=\"roadmap\"></a>\n<a href=\"https://discord.gg/DYn29wFk9z\"><img src=\"https://dcbadge.vercel.app/api/server/DYn29wFk9z?style=flat\" alt=\"Discord Follow\"></a>\n<a href=\"https://twitter.com/MetaGPT_\"><img src=\"https://img.shields.io/twitter/follow/MetaGPT?style=social\" alt=\"Twitter Follow\"></a>\n</p>\n\n<p align=\"center\">\n <a href=\"https://vscode.dev/redirect?url=vscode://ms-vscode-remote.remote-containers/cloneInVolume?url=https://github.com/geekan/MetaGPT\"><img src=\"https://img.shields.io/static/v1?label=Dev%20Containers&message=Open&color=blue&logo=visualstudiocode\" alt=\"Open in Dev Containers\"></a>\n <a href=\"https://codespaces.new/geekan/MetaGPT\"><img src=\"https://img.shields.io/badge/Github_Codespace-Open-blue?logo=github\" alt=\"Open in GitHub Codespaces\"></a>\n <a href=\"https://huggingface.co/spaces/deepwisdom/MetaGPT\" target=\"_blank\"><img alt=\"Hugging Face\" src=\"https://img.shields.io/badge/%F0%9F%A4%97%20-Hugging%20Face-blue?color=blue&logoColor=white\" /></a>\n</p>\n\n## News\n\ud83d\ude80 Feb. 08, 2024: [v0.7.0](https://github.com/geekan/MetaGPT/releases/tag/v0.7.0) released, supporting assigning different LLMs to different Roles. We also introduced [Interpreter](https://github.com/geekan/MetaGPT/blob/main/examples/mi/README.md), a powerful agent capable of solving a wide range of real-world problems.\n\n\ud83d\ude80 Jan. 16, 2024: Our paper [MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework\n](https://arxiv.org/abs/2308.00352) accepted for oral presentation **(top 1.2%)** at ICLR 2024, **ranking #1** in the LLM-based Agent category.\n\n\ud83d\ude80 Jan. 03, 2024: [v0.6.0](https://github.com/geekan/MetaGPT/releases/tag/v0.6.0) released, new features include serialization, upgraded OpenAI package and supported multiple LLM, provided [minimal example for debate](https://github.com/geekan/MetaGPT/blob/main/examples/debate_simple.py) etc.\n\n\ud83d\ude80 Dec. 15, 2023: [v0.5.0](https://github.com/geekan/MetaGPT/releases/tag/v0.5.0) released, introducing some experimental features such as **incremental development**, **multilingual**, **multiple programming languages**, etc.\n\n\ud83d\udd25 Nov. 08, 2023: MetaGPT is selected into [Open100: Top 100 Open Source achievements](https://www.benchcouncil.org/evaluation/opencs/annual.html).\n\n\ud83d\udd25 Sep. 01, 2023: MetaGPT tops GitHub Trending Monthly for the **17th time** in August 2023.\n\n\ud83c\udf1f Jun. 30, 2023: MetaGPT is now open source.\n\n\ud83c\udf1f Apr. 24, 2023: First line of MetaGPT code committed.\n\n## Software Company as Multi-Agent System\n\n1. MetaGPT takes a **one line requirement** as input and outputs **user stories / competitive analysis / requirements / data structures / APIs / documents, etc.**\n2. Internally, MetaGPT includes **product managers / architects / project managers / engineers.** It provides the entire process of a **software company along with carefully orchestrated SOPs.**\n 1. `Code = SOP(Team)` is the core philosophy. We materialize SOP and apply it to teams composed of LLMs.\n\n\n\n<p align=\"center\">Software Company Multi-Agent Schematic (Gradually Implementing)</p>\n\n## Install\n\n### Pip installation\n\n> Ensure that Python 3.9+ is installed on your system. You can check this by using: `python --version`. \n> You can use conda like this: `conda create -n metagpt python=3.9 && conda activate metagpt`\n\n```bash\npip install metagpt\n# https://docs.deepwisdom.ai/main/en/guide/get_started/configuration.html\nmetagpt --init-config # it will create ~/.metagpt/config2.yaml, just modify it to your needs\n```\n\n### Configuration\n\nYou can configure `~/.metagpt/config2.yaml` according to the [example](https://github.com/geekan/MetaGPT/blob/main/config/config2.example.yaml) and [doc](https://docs.deepwisdom.ai/main/en/guide/get_started/configuration.html):\n\n```yaml\nllm:\n api_type: \"openai\" # or azure / ollama / open_llm etc. Check LLMType for more options\n model: \"gpt-4-turbo-preview\" # or gpt-3.5-turbo-1106 / gpt-4-1106-preview\n base_url: \"https://api.openai.com/v1\" # or forward url / other llm url\n api_key: \"YOUR_API_KEY\"\n```\n\n### Usage\n\nAfter installation, you can use it as CLI\n\n```bash\nmetagpt \"Create a 2048 game\" # this will create a repo in ./workspace\n```\n\nor you can use it as library\n\n```python\nfrom metagpt.software_company import generate_repo, ProjectRepo\nrepo: ProjectRepo = generate_repo(\"Create a 2048 game\") # or ProjectRepo(\"<path>\")\nprint(repo) # it will print the repo structure with files\n```\n\ndetail installation please refer to [cli_install](https://docs.deepwisdom.ai/main/en/guide/get_started/installation.html#install-stable-version)\n or [docker_install](https://docs.deepwisdom.ai/main/en/guide/get_started/installation.html#install-with-docker)\n\n### QuickStart & Demo Video\n- Try it on [MetaGPT Huggingface Space](https://huggingface.co/spaces/deepwisdom/MetaGPT)\n- [Matthew Berman: How To Install MetaGPT - Build A Startup With One Prompt!!](https://youtu.be/uT75J_KG_aY)\n- [Official Demo Video](https://github.com/geekan/MetaGPT/assets/2707039/5e8c1062-8c35-440f-bb20-2b0320f8d27d)\n\nhttps://github.com/geekan/MetaGPT/assets/34952977/34345016-5d13-489d-b9f9-b82ace413419\n\n## Tutorial\n\n- \ud83d\uddd2 [Online Document](https://docs.deepwisdom.ai/main/en/)\n- \ud83d\udcbb [Usage](https://docs.deepwisdom.ai/main/en/guide/get_started/quickstart.html) \n- \ud83d\udd0e [What can MetaGPT do?](https://docs.deepwisdom.ai/main/en/guide/get_started/introduction.html)\n- \ud83d\udee0 How to build your own agents? \n - [MetaGPT Usage & Development Guide | Agent 101](https://docs.deepwisdom.ai/main/en/guide/tutorials/agent_101.html)\n - [MetaGPT Usage & Development Guide | MultiAgent 101](https://docs.deepwisdom.ai/main/en/guide/tutorials/multi_agent_101.html)\n- \ud83e\uddd1\u200d\ud83d\udcbb Contribution\n - [Develop Roadmap](docs/ROADMAP.md)\n- \ud83d\udd16 Use Cases\n - [Debate](https://docs.deepwisdom.ai/main/en/guide/use_cases/multi_agent/debate.html)\n - [Researcher](https://docs.deepwisdom.ai/main/en/guide/use_cases/agent/researcher.html)\n - [Recepit Assistant](https://docs.deepwisdom.ai/main/en/guide/use_cases/agent/receipt_assistant.html)\n- \u2753 [FAQs](https://docs.deepwisdom.ai/main/en/guide/faq.html)\n\n## Support\n\n### Discard Join US\n\ud83d\udce2 Join Our [Discord Channel](https://discord.gg/ZRHeExS6xv)!\n\nLooking forward to seeing you there! \ud83c\udf89\n\n### Contact Information\n\nIf you have any questions or feedback about this project, please feel free to contact us. We highly appreciate your suggestions!\n\n- **Email:** alexanderwu@deepwisdom.ai\n- **GitHub Issues:** For more technical inquiries, you can also create a new issue in our [GitHub repository](https://github.com/geekan/metagpt/issues).\n\nWe will respond to all questions within 2-3 business days.\n\n## Citation\n\nFor now, cite the [arXiv paper](https://arxiv.org/abs/2308.00352):\n\n```bibtex\n@misc{hong2023metagpt,\n title={MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework}, \n author={Sirui Hong and Mingchen Zhuge and Jonathan Chen and Xiawu Zheng and Yuheng Cheng and Ceyao Zhang and Jinlin Wang and Zili Wang and Steven Ka Shing Yau and Zijuan Lin and Liyang Zhou and Chenyu Ran and Lingfeng Xiao and Chenglin Wu and J\u00fcrgen Schmidhuber},\n year={2023},\n eprint={2308.00352},\n archivePrefix={arXiv},\n primaryClass={cs.AI}\n}\n```\n",
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