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The Multi-Agent Meta Programming Framework: Given one line Requirement, return PRD, Design, Tasks, Repo | 多智能体元编程框架:给定老板需求,输出产品文档、架构设计、任务列表、代码

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MetaGPT: Multi-Agent Meta Programming Framework

MetaGPT logo: Enable GPT to work in software company, collaborating to tackle more complex tasks.

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

CN doc EN doc Discord Follow License: MIT Twitter Follow

  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.

A software company consists of LLM-based roles

Software Company Multi-Role Schematic (Gradually Implementing)

Examples (fully generated by GPT-4)

For example, if you type python startup.py "Design a RecSys like Toutiao", you would get many outputs, one of them is data & api design

Jinri Toutiao Recsys Data & API Design

It requires around $0.2 (GPT-4 api's costs) to generate one example with analysis and design, around $2.0 to a full project.

Installation

# Step 1: Ensure that NPM is installed on your system. Then install mermaid-js.
npm --version
sudo npm install -g @mermaid-js/mermaid-cli

# Step 2: Ensure that Python 3.9+ is installed on your system. You can check this by using:
python --version

# Step 3: Clone the repository to your local machine, and install it.
git clone https://github.com/geekan/metagpt
cd metagpt
python setup.py install

Configuration

  • Configure your OPENAI_API_KEY in any of config/key.yaml / config/config.yaml / env
  • Priority order: config/key.yaml > config/config.yaml > env
# Copy the configuration file and make the necessary modifications.
cp config/config.yaml config/key.yaml
Variable Name config/key.yaml env
OPENAI_API_KEY # Replace with your own key OPENAI_API_KEY: "sk-..." export OPENAI_API_KEY="sk-..."
OPENAI_API_BASE # Optional OPENAI_API_BASE: "https://<YOUR_SITE>/v1" export OPENAI_API_BASE="https://<YOUR_SITE>/v1"

Tutorial: Initiating a startup

python startup.py "Write a cli snake game"

After running the script, you can find your new project in the workspace/ directory.

Code walkthrough

from metagpt.software_company import SoftwareCompany
from metagpt.roles import ProjectManager, ProductManager, Architect, Engineer

async def startup(idea: str, investment: float = 3.0, n_round: int = 5):
    """Run a startup. Be a boss."""
    company = SoftwareCompany()
    company.hire([ProductManager(), Architect(), ProjectManager(), Engineer()])
    company.invest(investment)
    company.start_project(idea)
    await company.run(n_round=n_round)

You can check examples for more details on single role (with knowledge base) and LLM only examples.

Contact Information

If you have any questions or feedback about this project, please feel free to contact us. We highly appreciate your suggestions!

We will respond to all questions within 2-3 business days.

Demo

demo-cli-blackjack-compress.mp4

About

The Multi-Agent Meta Programming Framework: Given one line Requirement, return PRD, Design, Tasks, Repo | 多智能体元编程框架:给定老板需求,输出产品文档、架构设计、任务列表、代码

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