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- # DeepSwarm
 
 
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- ## Overview
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- 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.
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- ## Quickstart
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- It is recommended to run the code in linux environment.
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- To get started, follow these steps:
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  1. **Clone the Github repository:**
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  $ python run.py
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  ```
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- ## Reproduce the Results in GAIA
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- 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:
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  ```bash
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  $ python run_gaia_roleplaying.py
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  ```
 
 
 
 
 
 
 
 
 
 
 
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+ <h1 align="center">
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+ 🐝 Deep Swarm: Multi-Agent Collaboration for Task Automation in the Wild<br>
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+ </h1>
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+ 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.
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+ 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.
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+ # Key Features
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+ # Quick Start
 
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  1. **Clone the Github repository:**
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  $ python run.py
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  ```
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+ 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:
 
 
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  ```bash
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  $ python run_gaia_roleplaying.py
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  ```
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+ # Community
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+ [Camel Link]
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+ [This project]
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+ # Architecture
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+ # Cite