Skip to content

SyedFuzlan/AiFusion

Repository files navigation

🌟 AI Fusion: Transforming Student Campus Life with Gen AI

📘 Introduction

"AI Fusion" is a cutting-edge generative AI application designed to enhance campus operations and student engagement. The project combines advanced technologies to automate attendance tracking, provide personalized assistance, and streamline communication across academic institutions.

✨ Features

  1. Smart Attendance Management

    • Automates attendance tracking with AI-powered accuracy.
  2. 💡 Retrieve-Augment-Generate (RAG) Model

    • Delivers context-aware, personalized responses for academic and administrative queries.
  3. 🤖 AI Chatbot

    • Provides real-time assistance, improving communication efficiency.
  4. 🎙️ Voice Assistant Integration

    • Enables hands-free interaction for enhanced accessibility.
  5. 🌈 Ethical AI Practices

    • Promotes Fairness, Accountability, and Transparency (FAT).

🛠️ Technologies Used

  • 🐍 Python 3.8 or Above
  • 🌐 Streamlit for the front-end interface.
  • 🔗 LangChain Framework for conversation flows.
  • 🧠 Ollama API for language models.
  • 🤝 DeepSeek Framework for AI implementation.
  • 🎓 Teachable Machine for training machine learning models.
  • 📊 MySQL (via WAMP Server) for database management.

⚙️ Installation

  1. 📥 Clone the repository:
    git clone https://github.com/yourusername/ai-fusion.git
  2. 📁 Navigate to the project folder:
    cd ai-fusion  
  3. 🔧 Install dependencies:
    pip install -r requirements.txt  
  4. 🗄️ Set up the database using MySQL.

🚀 Usage

  1. ▶️ Run the Streamlit application:
    streamlit run app.py  
  2. 🌐 Access the application via your browser.
  3. ⚙️ Configure your AI model in the sidebar for personalized assistance.

🤝 Contributing

Contributions are welcome! Feel free to submit issues or pull requests to enhance the project.

📄 License

This project is licensed under the MIT License. See the LICENSE file for details.

🙌 Acknowledgements

About

transforming Student Campus life with Gen Ai

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published