It was helpful to know what we would be creating before starting the lecture, so I could refer to it. The lectures were also explained in detail, so it wasn't difficult for me, even as a beginner in LLM. I really felt like I created a service from start to finish because you taught me how to create a bot and deploy it with Streamlit. I will enjoy the next Agent lecture as well. Thank you.