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Yuhang Zhou
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# DeepSwarm
<h1 align="center">
🐝 Deep Swarm: Multi-Agent Collaboration for Task Automation in the Wild<br>
</h1>
## Overview
Deep Swarm is a cutting-edge framework for multi-agent collaboration that pushes the boundaries of task automation. Built on top of the Camel Framework, Deep Swarm ranks #1 among open-source frameworks.
DeepSwarm is a multi-agent framework based from [camel](https://github.com/camel-ai/camel/). It achieved open-source state-of-the-art performance on the [GAIA](https://huggingface.co/datasets/gaia-benchmark/GAIA) benchmark.
Our vision is to revolutionize how AI agents collaborate to solve real-world tasks. By leveraging role-playing mechanisms and dynamic agent interactions, Deep Swarm enables more natural, efficient, and robust task automation across diverse domains.
## Quickstart
# Key Features
It is recommended to run the code in linux environment.
To get started, follow these steps:
# Quick Start
1. **Clone the Github repository:**
@@ -36,10 +37,18 @@ $ pip install -r requirements.txt
$ python run.py
```
## Reproduce the Results in GAIA
We have provided a script to reproduce the results in GAIA. You can check the `run_gaia_roleplaying.py` file and run the following command:
Additionally, We have provided a script to reproduce the results in GAIA. You can check the `run_gaia_roleplaying.py` file and run the following command:
```bash
$ python run_gaia_roleplaying.py
```
# Community
[Camel Link]
[This project]
# Architecture
# Cite