Ragnify — RAG-based PDF Q&A system built during my IOCL internship, now upgraded with Endee as the vector database. Ask questions across multiple PDFs, get LLaMA-2 answers with source citations. Features semantic search, OCR support, ML retrieval comparison, and a full dashboard UI.

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EduMind is a production‑ready, AI‑powered personalized learning assistant built on the Endee open‑source vector database and Groq’s LLaMA 3.3, designed to turn course materials into a semantic, searchable knowledge base with RAG Q&A, recommendations, and an agentic study planner.

RAG system using Endee vector database