QMedia is a full-stack AI content search engine designed for content creators. It extracts and indexes text, images, and short video content into a RAG system for semantic search and Q&A. The project supports local deployment with its own web app, RAG server, and LLM server components. It integrates multimodal models to analyze and decompose visual and video content into searchable, structured information presented via content cards.