[Evaluate a chatbot | 🦜️🛠️ LangSmith](https://docs.smith.langchain.com/evaluation/tutorials/evaluation): LLM should read this page when learning how to evaluate chatbots with LangSmith, setting up automated evaluation systems, or comparing model performances. This page provides a complete tutorial on evaluating a chatbot using LangSmith, covering dataset creation, metric definition, running evaluations with different models/prompts, comparing results, tracking performance over time, and setting up automated testing in CI/CD pipelines.

