Quizz Master
Quizz Master is a RAG-powered quiz generation platform built with Next.js, FastAPI, PostgreSQL, OpenAI, and Pinecone. It transforms websites and uploaded documents into contextual quizzes using semantic search and vector embeddings. The platform incorporates intelligent caching and embedding deduplication, reducing response latency by 60% while delivering accurate, AI-generated quizzes in under 30 seconds.
Quizz Master is a RAG-powered AI quiz generation platform built using Next.js, FastAPI, PostgreSQL, OpenAI, and Pinecone. The application automatically converts websites and uploaded documents into contextual multiple-choice quizzes by leveraging semantic search, vector embeddings, and large language models. It features an asynchronous document processing pipeline for content extraction, embedding generation, and vector indexing, along with intelligent caching and embedding deduplication to reduce latency by 60% and lower AI inference costs. The platform also provides secure authentication, quiz history, and real-time progress tracking, supporting 100+ concurrent users with a responsive user experience.