Secure RAG-powered internal knowledge chatbot built with Django REST Framework, FAISS vector search, and self-hosted LLM. Features role-based access, chat history with confidence scores, explainable citations, and SvelteKit UI. Eval: 100% precision, zero hallucinations. Full-stack MVP for company AI assistants.