The document is a presentation about the Qanary Framework, a natural language question answering system. It introduces Qanary and demonstrates how it can be used to answer text-based questions by entering a question on the Qanary website. It also provides additional resources for learning more about Qanary, including the project website, GitHub page, and Twitter account.