The langchain-visualizer adapts the ICE visualizer for LangChain, allowing developers to inspect LLM interactions in real time. It color-codes templated vs. hardcoded prompt sections, traces function call hierarchies, and displays per-call and total costs for runs using OpenAI models. It requires adding langchain_visualizer as the first import and wrapping async workflows with the visualize function.