README.md

🐝 Deep Swarm: Multi-Agent Collaboration for Task Automation in the Wild

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.

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.

Key Features

Quick Start

1. Clone the Github repository:

$ git clone xxx

2. Set up Python Environment:

$ conda create -n deepswarm python=3.11
$ conda activate deepswarm

3. Install Dependencies:

$ pip install -r requirements.txt

4. Set API Keys: We use dotenv to manage API keys. Please copy and check the .env.example file to .env and fill in the necessary API keys.

5. Run the Demo Code:

$ python run.py

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:

$ python run_gaia_roleplaying.py

Community

[Camel Link]

[This project]

Architecture

Cite