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

# Avala Documentation

> The complete platform for Physical AI data — from raw sensors to production-quality training data.

<CardGroup cols={2}>
  <Card href="/docs/getting-started/quickstart">
    <div style={{display: 'flex', justifyContent: 'center', marginBottom: '0px'}}>
      <img src="https://mintcdn.com/avala/UZjfe88Yzxxrm1Xz/images/card-quickstart.svg?fit=max&auto=format&n=UZjfe88Yzxxrm1Xz&q=85&s=ff3c3a8b21dad9f346cc0d3dc6498f94" alt="Get Started" style={{width: '100%', maxHeight: '180px', objectFit: 'contain'}} className="hidden dark:block" width="400" height="260" data-path="images/card-quickstart.svg" />

      <img src="https://mintcdn.com/avala/UZjfe88Yzxxrm1Xz/images/card-quickstart-light.svg?fit=max&auto=format&n=UZjfe88Yzxxrm1Xz&q=85&s=3a4b446fe7d1bba1875a83b288ef197d" alt="Get Started" style={{width: '100%', maxHeight: '180px', objectFit: 'contain'}} className="dark:hidden" width="400" height="260" data-path="images/card-quickstart-light.svg" />
    </div>

    <p style={{fontWeight: 600, fontSize: '18px', marginBottom: '4px', marginTop: '8px', color: 'inherit'}}>Get Started</p>
    <p style={{fontSize: '14px', marginTop: '0px', opacity: 0.6}}>Set up the SDK, create a project, and start labeling data in minutes.</p>
  </Card>

  <Card href="/docs/visualization/overview">
    <div style={{display: 'flex', justifyContent: 'center', marginBottom: '0px'}}>
      <img src="https://mintcdn.com/avala/UZjfe88Yzxxrm1Xz/images/card-visualization.svg?fit=max&auto=format&n=UZjfe88Yzxxrm1Xz&q=85&s=c9953c6f17f6e9b31ed29fed678d95b1" alt="Visualization" style={{width: '100%', maxHeight: '180px', objectFit: 'contain'}} className="hidden dark:block" width="400" height="260" data-path="images/card-visualization.svg" />

      <img src="https://mintcdn.com/avala/UZjfe88Yzxxrm1Xz/images/card-visualization-light.svg?fit=max&auto=format&n=UZjfe88Yzxxrm1Xz&q=85&s=e41ba67b6ef17226e2d70b2d5d15d67a" alt="Visualization" style={{width: '100%', maxHeight: '180px', objectFit: 'contain'}} className="dark:hidden" width="400" height="260" data-path="images/card-visualization-light.svg" />
    </div>

    <p style={{fontWeight: 600, fontSize: '18px', marginBottom: '4px', marginTop: '8px', color: 'inherit'}}>Visualization</p>
    <p style={{fontSize: '14px', marginTop: '0px', opacity: 0.6}}>Multi-sensor viewer for point clouds, cameras, and Gaussian Splats.</p>
  </Card>

  <Card href="/docs/annotation/overview">
    <div style={{display: 'flex', justifyContent: 'center', marginBottom: '0px'}}>
      <img src="https://mintcdn.com/avala/UZjfe88Yzxxrm1Xz/images/card-annotation.svg?fit=max&auto=format&n=UZjfe88Yzxxrm1Xz&q=85&s=e6f9953d7f3a9af40e435d45ff84e887" alt="Annotation" style={{width: '100%', maxHeight: '180px', objectFit: 'contain'}} className="hidden dark:block" width="400" height="270" data-path="images/card-annotation.svg" />

      <img src="https://mintcdn.com/avala/UZjfe88Yzxxrm1Xz/images/card-annotation-light.svg?fit=max&auto=format&n=UZjfe88Yzxxrm1Xz&q=85&s=d6d6615fe0262fd86c43e3ee894dead7" alt="Annotation" style={{width: '100%', maxHeight: '180px', objectFit: 'contain'}} className="dark:hidden" width="400" height="270" data-path="images/card-annotation-light.svg" />
    </div>

    <p style={{fontWeight: 600, fontSize: '18px', marginBottom: '4px', marginTop: '8px', color: 'inherit'}}>Annotation</p>
    <p style={{fontSize: '14px', marginTop: '0px', opacity: 0.6}}>Label with boxes, polygons, cuboids, segmentation, and keypoints.</p>
  </Card>

  <Card href="/docs/api-reference/overview">
    <div style={{display: 'flex', justifyContent: 'center', marginBottom: '0px'}}>
      <img src="https://mintcdn.com/avala/UZjfe88Yzxxrm1Xz/images/card-api.svg?fit=max&auto=format&n=UZjfe88Yzxxrm1Xz&q=85&s=36fb1680c06ee824e1688ef65adaf91e" alt="API & SDKs" style={{width: '100%', maxHeight: '180px', objectFit: 'contain'}} className="hidden dark:block" width="400" height="270" data-path="images/card-api.svg" />

      <img src="https://mintcdn.com/avala/UZjfe88Yzxxrm1Xz/images/card-api-light.svg?fit=max&auto=format&n=UZjfe88Yzxxrm1Xz&q=85&s=165277d427851a084e16d5ec14c92eaf" alt="API & SDKs" style={{width: '100%', maxHeight: '180px', objectFit: 'contain'}} className="dark:hidden" width="400" height="270" data-path="images/card-api-light.svg" />
    </div>

    <p style={{fontWeight: 600, fontSize: '18px', marginBottom: '4px', marginTop: '8px', color: 'inherit'}}>API & SDKs</p>
    <p style={{fontSize: '14px', marginTop: '0px', opacity: 0.6}}>Access datasets, projects, and exports via Python, TypeScript, or REST.</p>
  </Card>
</CardGroup>

## Pick Your Language

<CardGroup cols={4}>
  <Card title="" icon="python" href="/docs/sdks/python">
    <p style={{fontWeight: 600, fontSize: '15px', marginBottom: '2px', marginTop: '0px', color: 'inherit'}}>Python</p>
    <p style={{fontSize: '13px', marginTop: '0px', opacity: 0.6}}>`pip install avala`</p>
  </Card>

  <Card title="" icon="js" href="/docs/sdks/typescript">
    <p style={{fontWeight: 600, fontSize: '15px', marginBottom: '2px', marginTop: '0px', color: 'inherit'}}>TypeScript</p>
    <p style={{fontSize: '13px', marginTop: '0px', opacity: 0.6}}>`npm i @avala-ai/sdk`</p>
  </Card>

  <Card title="" icon="terminal" href="/docs/sdks/rest-api">
    <p style={{fontWeight: 600, fontSize: '15px', marginBottom: '2px', marginTop: '0px', color: 'inherit'}}>cURL</p>
    <p style={{fontSize: '13px', marginTop: '0px', opacity: 0.6}}>Direct REST API</p>
  </Card>

  <Card title="" icon="robot" href="/docs/integrations/mcp-setup">
    <p style={{fontWeight: 600, fontSize: '15px', marginBottom: '2px', marginTop: '0px', color: 'inherit'}}>MCP</p>
    <p style={{fontSize: '13px', marginTop: '0px', opacity: 0.6}}>AI assistants</p>
  </Card>
</CardGroup>