🧠 Project Description — TUTOR

📌 What Does It Do?

TUTOR is an AI-powered intelligent learning platform that transforms how students learn by combining personalized tutoring, video understanding, and adaptive learning.

Key Features

• AI Tutor (Gemini-powered):
  Interactive, conversational learning with personalized, step-by-step guidance.

• YouTube Learning Notebook:
  Converts any educational YouTube video into structured study material:

  • detailed notes
    
  • flashcards
    
  • quizzes
    
  • concept insights
    
  • topic timelines
    

• NotebookLM-Inspired Tools:
  Study guides, audio summaries, content linkage, and deeper knowledge insights.

• Adaptive Learning Engine:
  Personalized learning paths based on performance using an internal model:
  [ \text{learning_score} = f(\text{accuracy},\ \text{revision},\ \text{time_spent}) ]

• Wolfram Integration:
  For symbolic computations and STEM visualizations.

• Interactive Assessments:
  Auto-generated quizzes with instant feedback.

TUTOR bridges the gap between passive content consumption and active, structured learning.

💡 What Inspired It?

Two major education challenges inspired this project:

1. Students struggle to extract structured, actionable knowledge from long educational videos.
   
2. Traditional tutoring is not scalable, not personalized, and not always accessible.

By combining Gemini AI, NotebookLM-style processing, and Wolfram Alpha, the goal was to create a learning system that is:

• personalized
  
• affordable
  
• always available
  
• deeply interactive
  

🛠️ What Technologies Did You Use?

🔧 Backend

• FastAPI (Python)
  
• Google Gemini AI for tutoring and content generation
  
• PostgreSQL (Supabase)
  
• Redis for caching
  
• SQLAlchemy + Alembic
  
• Wolfram Alpha API
  
• youtube-transcript-api
  

🎨 Frontend

• Next.js 14 (TypeScript)
  
• Tailwind CSS
  
• Zustand
  
• Axios

🛠️ Infrastructure

• Docker
  
• JWT Authentication

🏆 Which Track Are You Submitting To?

I am submitting this project to the:

⭐ Best Use of AI/ML Track

(If you want, I can rewrite this to match Education Technology, Most Innovative Use of Google Technologies, or any other track.)

Built With

• accessibility
• alembic
• api-integration
• authentication
• authorization
• axios
• bcrypt
• caching
• circuit-breaker-pattern
• component-architecture
• css-animations
• dark-mode
• database-design
• docker
• docker-compose
• environment-configuration
• error-handling
• fastapi
• form-validation
• gamification
• google-gemini-ai
• javascript
• jwt
• katex
• lazy-loading
• markdown
• microservices
• migrations
• mobile-first
• next.js
• orm
• performance-optimization
• postgresql
• progress-tracking
• pydantic
• python
• react
• real-time-updates
• redis
• responsive-design
• rest-api
• sqlalchemy
• state-management
• tailwind-css
• typescript
• ux-design
• web-security
• wolfram-technologies
• youtube
• zustand