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README.md
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README.md
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# DeepSwarm
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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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## Overview
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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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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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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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## Quickstart
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# Key Features
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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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# 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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## 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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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
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