Learn how to trace the reasoning of large language models (LLMs) using LangChain and LangSmith in this lab session. Participants will set up a simple Python application that utilizes the Tali web search API to gather information and generate explainable responses, while implementing tracing for performance monitoring. This lesson is ideal for data engineers and AI practitioners looking to enhance their understanding of LLMs and improve application efficiency through effective tracing and evaluation techniques.