🚀 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.

✨ 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.

🛠️ How It Works

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

🚀 Getting Started

Clone the repository:

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

Create a virtual environment:
```
python -m venv venv  
```
Activate the virtual environment:
- On Windows:
```
venv\Scripts\activate  
```
- On macOS/Linux:
```
source venv/bin/activate  
```
Install dependencies:
```
pip install -r requirements.txt  
```
Run the Streamlit app:
```
streamlit run app.py  
```

🔧 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.

📂 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

🌟 Try It Yourself

Check out the project on GitHub:
🔗 GitHub Repository

🙌 Credits

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

Made with ❤️ by Bipul Kumar Sharma