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An AI-powered EdTech platform leveraging RAG, LLMs, CrewAI, and Streamlit to enhance personalized learning, automate assessments, and provide intelligent tutoring. It can generate quizzes from PDFs and assist with doubt-solving through AI-driven interactions🚀

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TanishqThuse/Revolutionizing-EdTech-Through-AI

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🚀 Revolutionizing EdTech and Learning with AI

"Study Smarter, Not Harder!"

📚 An AI-powered platform leveraging RAG, LLMs, Gemini AI, and Streamlit that personalizes learning, adapts to student needs, and enhances education through intelligent tools like AI tutoring, adaptive quizzes, and automated content summarization.


🔥 Why This Project?

Traditional education follows a one-size-fits-all approach, leading to inefficiency, stress, and information overload. Our AI-powered platform tailors learning to each student, helping them study more efficiently, reduce stress, and improve retention—empowering them with accessible and engaging education.

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🌟 Key Features

🎓 AI Personalized Learning Tutor

🤖 Get customized study recommendations based on learning style, subject matter, and performance.

🎓 AI Personalized Roadmap Generator

🤖 Get customized roadmap based on year of study, learning style, subject matter, and performance.

📝 AI Adaptive Quiz Generator

🎯 Automatically generates quizzes tailored to your study materials and adjusts difficulty based on performance.

📄 AI PDF Document Summarizer

📖 Upload PDFs and get concise summaries to save time and focus on key concepts.

🎥 AI Video Summarizer

📹 Upload educational videos and receive AI-generated summaries of important moments.


⚙️ Tech Stack

Machine Learning & AI: Gemini AI, NLP

Backend: Python

Frontend: Streamlit UI

Database: Firebase


╰┈➤ System Workflow Diagram

Flowchart - Page 2 (1)


🚀 Installation & Setup

Clone the repository

git clone https://github.com/your-repo/Revolutionizing-EdTech-Through-AI.git

Navigate into the project directory

cd Revolutionizing-EdTech-Through-AI

Install dependencies

pip install -r requirements.txt

Run the individual files

streamlit run app.py

🤝 Contributing

We welcome contributions! 🙌

  • Fork the repository 🍴
  • Create a new branch 🚀
  • Make your changes and commit them ✅
  • Open a Pull Request 🔥

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An AI-powered EdTech platform leveraging RAG, LLMs, CrewAI, and Streamlit to enhance personalized learning, automate assessments, and provide intelligent tutoring. It can generate quizzes from PDFs and assist with doubt-solving through AI-driven interactions🚀

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