Danielius Studio

AI agents & automation

AI Learning Platform MVP

RAG - powered learning assistant that turns course materials into a smart, context - aware tutor.

Learner platform user Auth System login + sessions Course Creator admin / instructor Course Dashboard course overview Content Library course materials Document Upload PDF, DOCX, TXT Chat Interface AI conversation RAG Pipeline retrieval engine Doc Processor text extraction Chunk Strategy overlap + size Context Manager session context Embedding Engine vector creation Vector Database semantic search Chat History conversation store LLM Gateway OpenAI / Claude Rate Limiter API protection Progress Tracker learning metrics Response Formatter structured output Feedback Capture thumbs up / down student view accesses uploads files opens chat source docs extracts text chunk size sends query raw chunks chat query stores vectors retrieves context session state query + context history API calls generates reply learning data user rating shows reply

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