community_usecase/PHI_Sanitization_Summarization_and_Article_Writing/readme.md

🚀 Collaborative Multi-Agent AI System

Welcome to my latest project: a multi-agent AI platform that automates complex tasks through teamwork! This system combines the power of CAMEL-AI, OWL, and Streamlit to create a seamless, interactive experience for task automation and collaboration.

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✨ Features

• 🤖 Multi-Agent Teamwork: CAMEL-AI + OWL frameworks enable real-time collaboration between autonomous agents.
• 💡 Autonomous Agents: Agents communicate, collaborate, and validate outputs for accurate results.
• 🔗 Seamless Integration: CAMEL-AI for agent design + OWL for real-time task management.
• 🌐 Streamlit UI: A clean, interactive app for easy task execution.
• 🚀 Use Cases:
  • Summarize medical texts in seconds.
  • Automate research article generation.
  • Sanitize PHI data for compliance.

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🛠️ How It Works

1. Agent Roles: Defined using CAMEL-AI's RolePlaying class.
2. Dynamic Toolkits: Integrated CAMEL-AI's tools for agent functionality.
3. Real-Time Management: OWL framework ensures smooth task execution.
4. User-Friendly Interface: Streamlit provides an intuitive UI for users.

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🚀 Getting Started

1. Clone the repository:

   git clone https://github.com/Bipul70701/Multi-Agent-System-OWL.git  
   cd Multi-Agent-System-OWL  
   

2. Create a virtual environment:

   python -m venv venv  
   

3. Activate the virtual environment:

   • On Windows:

     venv\Scripts\activate  
     

   • On macOS/Linux:

     source venv/bin/activate  
     

4. Install dependencies:

   pip install -r requirements.txt  
   

5. Run the Streamlit app:

   streamlit run app.py  
   

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🔧 Key Components

• CAMEL-AI: Framework for designing and managing autonomous agents.
• OWL: Real-time task management and collaboration.
• Streamlit: Interactive web app for user interaction.

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📂 Project Structure

Multi-Agent-System-OWL/
├── multiagentsystem.py    # Streamlit application
├── owl/                  # OWL framework and utilities
│   └── utils/            # Utility functions and helpers
├── requirements.txt      # List of dependencies
└── README.md             # Project documentation

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🌟 Try It Yourself

Check out the project on GitHub:
🔗 GitHub Repository

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🙌 Credits

• CAMEL-AI: For the multi-agent framework.
• OWL: For real-time task management.
• Streamlit: For the interactive UI.

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Made with ❤️ by Bipul Kumar Sharma