Submission by Rajarshi Datta

KakshAI is built as a voice-first AI classroom runtime rather than a traditional content generator. Instead of only producing notes or static slides, it transforms topics, PDFs, and URLs into live interactive teaching sessions with AI narration, classroom agents, quizzes, whiteboard support, roundtable discussions, and exportable lesson packs. A major differentiator is its deep integration with ElevenLabs, which powers high-quality text-to-speech lecture delivery and real-time conversational voice agents, making the experience feel like being taught by a live tutor rather than interacting with a chatbot. Students can interrupt, ask follow-up questions, and receive contextual explanations during the lesson itself. Combined with LangGraph orchestration, multi-agent teaching roles, and source-driven lesson generation, KakshAI creates a true classroom simulation instead of static AI-generated content. The platform is local-first, provider-flexible, and designed to evolve into a full personalized education infrastructure rather than remaining just another AI study tool.