Learn Smarter with AI

The intelligent RAG-powered assistant that turns your PDFs and Documents into interactive knowledge. Ask questions, get citations, and master your materials instantly.

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Multi-modal Document Intelligence

Using RAG-based architecture and Vision OCR, CourseMate AI processes scanned PDFs and Word Documents, converting complex layouts into high-dimensional vector embeddings for grounded, hallucination-free querying.

Modern GenAI Stack

Production-grade components for secure document analysis.

Authentication

Secure Firebase Integration for individual user sessions and private chat isolation.

SQL & Vector Store

SQLAlchemy-backed chat history persistence paired with ChromaDB for semantic retrieval.

Dual-Engine AI

Intelligent fallback logic between Gemini (Vision OCR) and Mistral for maximum uptime.

Why CourseMate?

Multi-modal OCR

Supports both standard PDFs and scanned image-based documents using vision-enabled AI.

Persistent Chat History

Secure, user-specific conversation logs stored via persistent database sessions.

Privacy First

Automated, ephemeral file management deletes user data 10 minutes after session expiry.

Grounded RAG

Answers are strictly bound to your provided context with explicit citations.

User: Summarize the safety protocols...

AI: Based on the OCR scan of page 12, the safety protocols are...

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