# MedhaSpark AI: Personalized Learning with AI-Powered Tutoring
> Discover MedhaSpark AI, an open-source platform for personalized learning roadmaps, spaced repetition flashcards, and AI-powered educational content.

Tags: ai-tutoring, personalized-learning, educational-technology, open-source, spaced-repetition, fastapi, artificial-intelligence
## MedhaSpark AI: Your Personal AI Tutor
* **Mission:** Supercharge learning journeys with personalized roadmaps and AI tools.
* **Key Benefits:** Solves the 'Learning Crisis' by moving away from one-size-fits-all education to adaptive pacing.

## Core Educational Features
* **AI Learning Roadmaps:** Generates structured hierarchical paths from any topic, syllabus, or file (.pdf, .docx).
* **Spaced Repetition Flashcards:** Uses the SM-2 algorithm to optimize memory retention.
* **Adaptive Quizzes:** AI-generated multiple-choice and fill-in-the-blank assessments with automated grading.
* **AI Studio:** Provides instant text analysis, summaries, and 'Explain Like I'm 5' (ELI5) simplifications.
* **Conceptual Weaver:** Maps new concepts to existing knowledge to build personal knowledge graphs.
* **Cognitive Load Modulator:** Breaks complex topics into bite-sized chunks based on learner level.

## Technical Architecture
* **Backend:** FastAPI (Async Python) with SQLAlchemy 2.0 and PostgreSQL.
* **AI Providers:** Multi-AI fallback system using Cerebras (primary, 2100 tok/s), Groq, and Gemini.
* **Security:** Implements JWT authentication, XSS/SSRF protection, and strict CORS policies.
* **Deployment:** Hosted on Render.com using Gunicorn/Uvicorn workers.
* **API:** RESTful interface with over 25 endpoints for user management, roadmaps, and AI services.

## Project Status
* **Version:** 3.0
* **License:** MIT (Open Source)
* **Integrations:** YouTube API, Serper, Tavily, Firebase, and Mermaid.js for diagrams.
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