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StudyMate AI is a voice-first adaptive learning engine built for ICSE/CBSE students that tracks cognitive states—mastering, underperforming, avoiding, struggling—using a Neo4j behavioral graph. It uses Groq's Llama-3 for sub-second inference and Sarvam AI for Indian-language voice robustness. The system combines spaced repetition, on-device RAG, and graph-based mastery tracking to surface weak concepts before exams.

• •Voice-first AI tutor using Neo4j behavioral graph to track student cognitive states across four categories
• •Built with Groq Llama-3 for inference and Sarvam AI for Indian-language voice support
• •Targets ICSE/CBSE students with spaced repetition and graph-based prerequisite analysis

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