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🎓 InsightLearn: AI-Driven Learning & Assessment Platform
InsightLearn is a sophisticated, full-stack AI platform designed to revolutionize test preparation and document comprehension. By leveraging FastAPI and Modern React, it provides a suite of intelligent tools that automate content generation and simplify complex learning materials.
🚀 Key Features
- Smart MCQ Generation: Automatically generate multiple-choice questions from any text or document to streamline self-assessment.
- AI Chatbot Assistance: Real-time learning companion to answer queries and explain difficult concepts on the fly.
- Automated Summarization: Condense lengthy research papers or study notes into concise, digestible summaries.
- Document Explanation: Upload documents and receive simplified breakdowns of complex technical or academic language.
- Grammar & Clarity Correction: Built-in AI tools to refine your writing and ensure grammatical precision in study materials.
🛠️ Technical Stack
Backend (Python & FastAPI)
- FastAPI: High-performance web framework for building robust AI endpoints.
- Generative AI Integration: Custom logic for MCQ generation, summarization, and chat using industry-leading AI models.
- RESTful API Architecture: Clean, scalable endpoint design for seamless frontend communication.
Frontend (React.js)
- Component-Based UI: Built with React for a dynamic and responsive user experience.
- State Management: Efficient handling of AI-generated data and user inputs.
- Modern CSS: Clean, intuitive interface optimized for both desktop and mobile learners.
📂 Project Structure
Mini_Project_Insight_Learn/
├── backend/ # Python FastAPI source code and AI logic
├── src/ # React components and frontend application logic
├── public/ # Static assets and index.html
├── package.json # Frontend dependencies and scripts
└── README.md # Project documentation
💻 Installation & Setup
Backend Setup
- Navigate to the backend directory:
cd backend
- Install Python dependencies:
pip install -r requirements.txt
- Start the FastAPI server:
uvicorn main:app --reload
Frontend Setup
- Install Node.js dependencies:
npm install
- Start the React development server:
npm start