Ekky Mulia@ekkymulia

The Learning Management System (LMS) employs state-of-the-art Generative AI to transform the exam creation process. This sophisticated system automatically produces and customizes exams by analyzing and interpreting content from uploaded documents. Utilizing Llama Parse, the AI can extract images and tables that are often missed by standard parsers. The LMS enhances the relevance and accuracy of assessments by employing AI agents Empowered by Falcon Amazing 180B LLM that could expand the context limit and improved generation to easily generate and validate questions based on the uploaded material using Retrieval-Augmented Generation (RAG). Built with a production-ready, cloud-based serverless architecture, this system streamlines the exam creation process, minimizes manual effort, and equips educators with a robust tool to generate high-quality, personalized exams tailored to their students' needs.