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Learning Assistant — Offline, Mobile-First AI Tutor
Offline, mobile-first AI tutoring system delivering high-quality educational assistance on low-resource devices. Features RAG + lightweight LLM for teacher-style explanations.
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The Problem
Providing high-quality, reliable educational assistance on low-end devices without constant internet access.
How it Works
A hybrid pipeline combining RAG with a lightweight LLM, optimized for devices with 4GB RAM, featuring confidence-based hallucination control and a conceptual quiz generator.
Future Improvements
- Optimize performance for real-time processing.
- Add support for multi-user collaboration.
- Integrate cloud storage for data persistence.
Tech Stack
PythonLangChainRAGJSON SchemaREST APIFlutter
Links
No links available