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## 👋 Hello
Swarms provides you with all the building blocks you need to build reliable, production-grade, and scalable multi-agent apps!
## 💻 Install
You can install `swarms` with pip in a
[**Python>=3.8** ](https://www.python.org/ ) environment.
!!! example "pip install (recommended)"
=== "headless"
The headless installation of `swarms` is designed for environments where graphical user interfaces (GUI) are not needed, making it more lightweight and suitable for server-side applications.
```bash
pip install swarms
```
!!! example "git clone (for development)"
=== "virtualenv"
```bash
# clone repository and navigate to root directory
git clone https://github.com/kyegomez/swarms.git
cd swarms
# setup python environment and activate it
python3 -m venv venv
source venv/bin/activate
pip install --upgrade pip
# headless install
pip install -e "."
# desktop install
pip install -e ".[desktop]"
```
=== "poetry"
```bash
# clone repository and navigate to root directory
git clone https://github.com/roboflow/swarms.git
cd swarms
# setup python environment and activate it
poetry env use python3.10
poetry shell
# headless install
poetry install
# desktop install
poetry install --extras "desktop"
```
## Documentation
[Learn more about swarms → ](swarms/ )
## Examples
Check out Swarms examples for building agents, data retrieval, and more.
[Checkout Swarms examples → ](examples/ )