> ## Documentation Index
> Fetch the complete documentation index at: https://docs.uptrain.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Introduction

> What is UpTrain?

**[UpTrain](https://uptrain.ai)** is an open-source platform to evaluate and improve your LLM applications.

We provide scores for 20+ pre-configured evals (and have 40+ operators to help create custom ones), perform root cause analysis on failure cases and give insights on how to resolve them, so that you not only confidently ship AI but also continuosly iterate and improve it.

<CardGroup cols={2}>
  <Card title="Quickstart" href="/getting-started/quickstart" icon="bolt" color="#ffbe26">
    Get Started in seconds with single line integration
  </Card>

  <Card title="Pre-defined Metrics" href="/predefined-evaluations/overview" icon="list" color="#b50e0e">
    20+ pre-configured checks
  </Card>

  <Card title="Dashboards" href="/getting-started/dashboard" icon="monitor-waveform" color="#0ac7ad">
    Visualize results using UpTrain's locally run dashboards
  </Card>

  <Card title="RAG Failure Analysis" href="/tutorials/analyzing-failure-cases" icon="wrench" color="#808080">
    Automatically get failure cases on your RAG Pipeline
  </Card>

  <Card title="Tutorials" href="/tutorials/open-source-evaluator" icon="terminal" color="#0fba20">
    See how UpTrain can benefit your project
  </Card>

  <Card title="Integrations" href="/integrations" icon="cube">
    Use UpTrain evaluations with your favourite tools
  </Card>
</CardGroup>