Package Health Score

60 / 100

security
Security issues found
popularity
Recognized
maintenance
Healthy
community
Sustainable

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Popularity

Recognized

GitHub Stars: 39.44K
Forks: 4.66K
Contributors: 90

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package metagpt, we found that it has been starred 39,440 times.

Security

Security issues found

Security and license risk for latest version

Release Date: Apr 22, 2024
Direct Vulnerabilities: 0
C
0
H
1
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MIT

Security Policy

Yes

Snyk detected that the latest version of metagpt has a security vulnerability.

We highly advise you to review these security issues.

You can connect your project's repository to Snyk to stay up to date on security alerts and receive automatic fix pull requests.

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Maintenance

Healthy

Commit Frequency

Open Issues: 234
Open PR: 29
Last Release: 15 days ago
Last Commit: 10 days ago

Further analysis of the maintenance status of metagpt based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that metagpt demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 90
Funding: No

With more than 10 contributors for the metagpt repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like metagpt is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.9

Age: 10 months
Latest Release: 15 days ago
Dependencies: 3 Direct
Versions: 29
Maintainers: 1
Wheels: OS Independent

Readme

MetaGPT: The Multi-Agent Framework

Assign different roles to GPTs to form a collaborative entity for complex tasks.

News

🚀 Mar. 29, 2024: v0.8.0 released. Now you can use Data Interpreter via pypi package import. Meanwhile, we integrated RAG module and supported multiple new LLMs.

🚀 Mar. 14, 2024: Our Data Interpreter paper is on arxiv. Check the example and code!

🚀 Feb. 08, 2024: v0.7.0 released, supporting assigning different LLMs to different Roles. We also introduced Data Interpreter, 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 accepted for oral presentation (top 1.2%) at ICLR 2024, ranking #1 in the LLM-based Agent category.

🚀 Jan. 03, 2024: v0.6.0 released, new features include serialization, upgraded OpenAI package and supported multiple LLM, provided minimal example for debate etc.

🚀 Dec. 15, 2023: 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.

🔥 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

MetaGPT takes a one line requirement as input and outputs user stories / competitive analysis / requirements / data structures / APIs / documents, etc.
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.

A software company consists of LLM-based roles

Software Company Multi-Agent Schematic (Gradually Implementing)

Get Started

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

pip install --upgrade metagpt
# or `pip install --upgrade git+https://github.com/geekan/MetaGPT.git`
# or `git clone https://github.com/geekan/MetaGPT &amp;&amp; cd MetaGPT &amp;&amp; pip install --upgrade -e .`

For detailed installation guidance, please refer to cli_install or docker_install

Configuration

You can init the config of MetaGPT by running the following command, or manually create ~/.metagpt/config2.yaml file:

# Check https://docs.deepwisdom.ai/main/en/guide/get_started/configuration.html for more details
metagpt --init-config  # it will create ~/.metagpt/config2.yaml, just modify it to your needs

You can configure ~/.metagpt/config2.yaml according to the example and doc:

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 MetaGPT at CLI

metagpt "Create a 2048 game"  # this will create a repo in ./workspace

or use it as library

from metagpt.software_company import generate_repo, ProjectRepo
repo: ProjectRepo = generate_repo("Create a 2048 game")  # or ProjectRepo("

metagpt dependencies

anytree openpyxl pillow

FAQs

What is metagpt?

The Multi-Agent Framework. Visit Snyk Advisor to see a full health score report for metagpt, including popularity, security, maintenance & community analysis.

Is metagpt popular?

The python package metagpt receives a total of 4,263 weekly downloads. As such, metagpt popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is metagpt well maintained?

We found that metagpt demonstrated a healthy version release cadence and project activity. It has a community of 90 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is metagpt safe to use?

Security issues were found while scanning the latest version of metagpt, and a total of 0 vulnerabilities were detected. It is highly advised to conduct a security review before using this package. View the full security scan results.

Last updated on 2 May-2024, at 13:58 (UTC).

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The Multi-Agent Framework For more information about how to use this package see README

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Package Health Score

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Popularity

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Security

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Community

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Package

Readme

MetaGPT: The Multi-Agent Framework

News

Software Company as Multi-Agent System

Get Started

Installation

Configuration

Usage

metagpt dependencies

FAQs

What is metagpt?

Is metagpt popular?

Is metagpt well maintained?

Is metagpt safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

MetaGPT: The Multi-Agent Framework

News

Software Company as Multi-Agent System

Get Started

Installation

Configuration

Usage

metagpt dependencies

FAQs

What is metagpt?

Is metagpt popular?

Is metagpt well maintained?

Is metagpt safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues