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Praveen Mohan, an analytics specialist with AWS, demonstrates how to extract insights from unstructured data like PDF documents using Amazon open search Service. He showcases a chart-based web application where users can upload PDFs, ask questions based on the content, and receive answers from the service. The application, hosted on an ec2 instance and built with streamlit, allows users to browse and upload PDFs, then interact through a chat interface.