It's a great lecture because it's focused on practice. The langchain-community library installation is missing here and there, and the Openai API changes are not fixed in the practice file. Non-major beginners like me can get lost and have to look for docstrings and fix them. It would be nice if it was changed in advance, but you can do it by looking for a little bit and fixing it. Thank you.