Assign different roles to GPTs to form a collaborative software entity for complex tasks.
- 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.
Code = SOP(Team)is the core philosophy. We materialize SOP and apply it to teams composed of LLMs.
Software Company Multi-Role Schematic (Gradually Implementing)
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
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.
# 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- Configure your
OPENAI_API_KEYin any ofconfig/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" |
python startup.py "Write a cli snake game"After running the script, you can find your new project in the workspace/ directory.
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.
If you have any questions or feedback about this project, please feel free to contact us. We highly appreciate your suggestions!
- Email: alexanderwu@fuzhi.ai
- GitHub Issues: For more technical inquiries, you can also create a new issue in our GitHub repository.
We will respond to all questions within 2-3 business days.