

MetaGPT
39.5k 4.7kWhat is MetaGPT ?
MetaGPT is a Multi-Agent Framework
Assign different roles to GPTs to form a collaborative software entity for complex tasks.
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MetaGPT takes a one line requirement as input and outputs user stories / competitive analysis / requirements / data structures / APIs / documents, etc.
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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)
Install MetaGPT
Pip installation
# Step 1: Ensure that Python 3.9+ is installed on your system. You can check this by using:
# You can use conda to initialize a new python env
# conda create -n metagpt python=3.9
# conda activate metagpt
python3 --version
# Step 2: Clone the repository to your local machine for latest version, and install it.
git clone https://github.com/geekan/MetaGPT.git
cd MetaGPT
pip3 install -e . # or pip3 install metagpt # for stable version
# Step 3: setup your OPENAI_API_KEY, or make sure it existed in the env
mkdir ~/.metagpt
cp config/config.yaml ~/.metagpt/config.yaml
vim ~/.metagpt/config.yaml
# Step 4: run metagpt cli
metagpt "Create a 2048 game in python"
# Step 5 [Optional]: If you want to save the artifacts like diagrams such as quadrant chart, system designs, sequence flow in the workspace, you can execute the step before Step 3. By default, the framework is compatible, and the entire process can be run completely without executing this step.
# If executing, ensure that NPM is installed on your system. Then install mermaid-js. (If you don't have npm in your computer, please go to the Node.js official website to install Node.js https://nodejs.org/ and then you will have npm tool in your computer.)
npm --version
sudo npm install -g @mermaid-js/mermaid-cli
detail installation please refer to cli_install
Docker installation
Note: In the Windows, you need to replace β/opt/metagptβ with a directory that Docker has permission to create, such as βD:\Users\x\metagptβ
# Step 1: Download metagpt official image and prepare config.yaml
docker pull metagpt/metagpt:latest
mkdir -p /opt/metagpt/{config,workspace}
docker run --rm metagpt/metagpt:latest cat /app/metagpt/config/config.yaml > /opt/metagpt/config/key.yaml
vim /opt/metagpt/config/key.yaml # Change the config
# Step 2: Run metagpt demo with container
docker run --rm \
--privileged \
-v /opt/metagpt/config/key.yaml:/app/metagpt/config/key.yaml \
-v /opt/metagpt/workspace:/app/metagpt/workspace \
metagpt/metagpt:latest \
metagpt "Write a cli snake game"
detail installation please refer to docker_install
QuickStart & Demo Video
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Try it on MetaGPT Huggingface Space
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Matthew Berman: How To Install MetaGPT - Build A Startup With One Prompt!!
https://github.com/geekan/MetaGPT/assets/34952977/34345016-5d13-489d-b9f9-b82ace413419
Tutorial
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π Online Document
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π» Usage
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π What can MetaGPT do?
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π How to build your own agents?
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π§βπ» Contribution
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π Use Cases
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β FAQs