Hands-on session to explore Data Prep Kit and accelerate data preparation for building robust LLM applications. Topics include getting started with Data Prep Kit, extracting content from PDFs, DOCX, and HTML, cleanup of excess markup, detecting/removing duplicate documents, and removing low-quality and spam documents. Attendees should be comfortable with Python; workshop code will run in Google Colab.