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Autonomous Multi-Agent Systems with CrewAI - Essay Writer

This project demonstrates the use of Autonomous Multi-Agent Systems for completing complex tasks like essay writing, web scraping, and summarization. Powered by CrewAI, these agents communicate with each other and work collaboratively to achieve the final output.

📄 Medium Article: Building Autonomous Multi-Agent Systems with CrewAI

🚀 Live Demo: Essay Writer Demo

☕ Support: Buy me a coffee

⚙️ Workflow:

• Multi-Agent Architecture: CrewAI is designed to handle multiple agents that collaborate on various subtasks such as fetching, processing, and summarizing information.
• Task Automation: Agents are responsible for scraping data from the web, generating summaries, and finally creating essays based on the collected information.
• AI-Driven: The process leverages AI techniques for text generation, ensuring the output is coherent and relevant.

📂 Project Structure:

Autonomous-Multi-Agent-Systems-with-CrewAI-Essay-Writer
├── app.py              # Main streamlit application
├── crew.py             # CrewAI agents and task handling
├── extra_tools.py      # Agentic functions of tools
├── graph.py            # LangGraph and Project Workflow
├── pdf_writer.py       # Handles PDF output generation
├── requirements.txt    # List of required libraries
├── media
│   └── cover.jpg       # Project cover image
└── README.md           # This file

🎯 Use Cases:

• Content Creation: Automate the creation of essays and articles based on specific topics.
• Research Summarization: Summarize web content or research articles into concise essays.
• Automation of Writing Tasks: Streamline repetitive writing tasks for academic or professional use.

📦 Installation:

1. Clone the repository:

   git clone https://github.com/mesutdmn/Autonomous-Multi-Agent-Systems-with-CrewAI-Essay-Writer.git
   cd Autonomous-Multi-Agent-Systems-with-CrewAI-Essay-Writer

2. Install the dependencies:

   pip install -r requirements.txt

📋 Requirements:

• Python 3.12+
• Necessary libraries listed in requirements.txt

🚀 Running the Project:

1. Start the application:

   streamlit run app.py

2. Open your browser and go to http://localhost:8501 to interact with the interface and generate essays based on your input.

📺 Demo Video

Autonomous-Multi-Agent-Systems-with-CrewAI-Essay-Writer.mp4

📺 Agentic Workflow Video

Autonomous.Multi.Agent.Systems.Project.Workflow.mp4

📄 License: This project is licensed under the MIT License.

👨‍💻 Developed by: Mesut Duman

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