NotebookLlama is an open-source project designed to guide users in building workflows from PDF to Podcast through a series of tutorials and notebooks. It covers the entire process, from text preprocessing to the utilization of text-to-speech models, making it accessible for users with no prior knowledge of large language models (LLMs), prompts, or audio models. The main advantages of NotebookLlama include user-friendliness, educational value, and experimental nature, as it not only provides a reference implementation but also encourages users to optimize results through experimenting with different models and prompts.