> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-eugene-1763577327-bfe51c2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# LangSmith Evaluations

The following sections help you create datasets, run evaluations, and analyze results:

<Columns cols={3}>
  <Card title="Evaluation concepts" icon="circle-info" href="/langsmith/evaluation-concepts" arrow="true">
    Review core terminology and concepts to understand how evaluations work in LangSmith.
  </Card>

  <Card title="Manage datasets" icon="database" href="/langsmith/manage-datasets" arrow="true">
    Create and manage datasets for evaluation through the UI or SDK.
  </Card>

  <Card title="Run evaluations" icon="microscope" href="/langsmith/evaluate-llm-application" arrow="true">
    Evaluate your applications with different evaluators and techniques to measure quality.
  </Card>

  <Card title="Analyze results" icon="chart-bar" href="/langsmith/analyze-an-experiment" arrow="true">
    View and analyze evaluation results, compare experiments, filter data, and export findings.
  </Card>

  <Card title="Collect feedback" icon="comments" href="/langsmith/annotation-queues" arrow="true">
    Gather human feedback through annotation queues and inline annotation on outputs.
  </Card>

  <Card title="Follow tutorials" icon="book" href="/langsmith/evaluate-chatbot-tutorial" arrow="true">
    Learn by following step-by-step tutorials, from simple chatbots to complex agent evaluations.
  </Card>
</Columns>

<Note>
  To set up a LangSmith instance, visit the [Platform setup section](/langsmith/platform-setup) to choose between cloud, hybrid, or self-hosted. All options include observability, evaluation, prompt engineering, and deployment.
</Note>

***

<Callout icon="pen-to-square" iconType="regular">
  [Edit the source of this page on GitHub.](https://github.com/langchain-ai/docs/edit/main/src/langsmith/evaluation.mdx)
</Callout>

<Tip icon="terminal" iconType="regular">
  [Connect these docs programmatically](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
</Tip>