In this tutorial, we learned how to use AssemblyAI's Auto Chapters model in Python to automatically generate chapter titles and timestamps for a YouTube video from its transcript. We also demonstrated how to improve the names of the video sections using LeMUR, an open-source large language model. This method can help content creators enhance their viewers' experience by making it easier for them to navigate and find specific information within a video.