Sahayak AI

Home Page
Pareeksha Guru
NCERT DATABASE
RAG ARCHI
Quiz Builder in swipe right, swipe left UI
Shikshak Mitra Agent
Manim Video Generation
Prabandhan Sathi Agent
Attendance taker

Demo Video

https://dub.sh/SahayakAnthropicDemo (not in the video field because we had a drive link)

Inspiration

We wanted to leverage AI to empower these educators with tools for lesson planning, assessment generation, and classroom management without requiring technical expertise. We have built Sahayak a vertical copilot agent for the next generation of Indian education

What it does

Sahayak AI generates curriculum-aligned quiz questions from textbook images using OCR and In-context learning, creates animated educational videos with Manim video generation via an MCP, and automates attendance tracking. All content is NCERT-aligned and available in multiple Indian languages.

How we built it

FastAPI backend powered by Claude Sonnet 4.5, integrated with Google Cloud (Firestore vector store, Cloud Storage). LangChain for RAG pipelines, PostgreSQL for data, and Flutter frontend for teacher-friendly interface.

Challenges we ran into

Chunking NCERT PDFs while preserving context across chapters and topics, handling diverse formatting in Indian textbooks, and mapping vector embeddings to structured curriculum data. Also, ensuring the MCP server could auto-correct code errors in the Manim Animation code proved to be a significant technical hurdle.

Accomplishments that we're proud of

Built a production-ready multi-agent system handling complex educational workflows end-to-end. Our quiz pipeline generates NCERT-aligned questions using in-context learning, and Manim animation engine integration creates professional animations from simple teacher prompts that make explaining complex topics easy.

What we learned

Building robust multi-agent AI systems with Claude 4, implementing effective RAG with vector databases, and designing teacher-centric UX for non-technical users in resource-constrained environments.

What's next for Sahayak AI

Expand to more regional languages, add lesson planning agents, integrate real-time classroom analytics, and develop offline-first capabilities for schools with limited internet connectivity.