> ## 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 Dokumentation

> Die vollständige Plattform für Physical AI Daten — von Rohdaten der Sensoren bis hin zu produktionsreifen Trainingsdaten.

<div style={{position: 'relative', width: '100%', overflow: 'hidden', marginTop: '-8px', marginBottom: '24px'}}>
  <img src="https://mintcdn.com/avala/nTnZHvmGx61NElWg/images/hero-bg.svg?fit=max&auto=format&n=nTnZHvmGx61NElWg&q=85&s=76b6c552ee6141e904aefb701e34e4d9" alt="" style={{width: '100%', height: 'auto', maxHeight: '160px', objectFit: 'cover'}} className="hidden dark:block" width="800" height="200" data-path="images/hero-bg.svg" />

  <img src="https://mintcdn.com/avala/nTnZHvmGx61NElWg/images/hero-bg-light.svg?fit=max&auto=format&n=nTnZHvmGx61NElWg&q=85&s=8730e47feb298e0b144e7e6db34fbba9" alt="" style={{width: '100%', height: 'auto', maxHeight: '160px', objectFit: 'cover'}} className="dark:hidden" width="800" height="200" data-path="images/hero-bg-light.svg" />
</div>

<CardGroup cols={2}>
  <Card href="/docs/de/getting-started/quickstart">
    <div style={{display: 'flex', justifyContent: 'center', marginBottom: '4px'}}>
      <img src="https://mintcdn.com/avala/UZjfe88Yzxxrm1Xz/images/card-quickstart.svg?fit=max&auto=format&n=UZjfe88Yzxxrm1Xz&q=85&s=ff3c3a8b21dad9f346cc0d3dc6498f94" alt="Erste Schritte" style={{width: '100%', maxHeight: '140px', 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="Erste Schritte" style={{width: '100%', maxHeight: '140px', objectFit: 'contain'}} className="dark:hidden" width="400" height="260" data-path="images/card-quickstart-light.svg" />
    </div>

    **Erste Schritte**

    Installieren Sie das SDK, erstellen Sie Ihren ersten Datensatz und starten Sie ein Annotationsprojekt in wenigen Minuten.
  </Card>

  <Card href="/docs/de/visualization/overview">
    <div style={{display: 'flex', justifyContent: 'center', marginBottom: '4px'}}>
      <img src="https://mintcdn.com/avala/UZjfe88Yzxxrm1Xz/images/card-visualization.svg?fit=max&auto=format&n=UZjfe88Yzxxrm1Xz&q=85&s=c9953c6f17f6e9b31ed29fed678d95b1" alt="Visualisierung" style={{width: '100%', maxHeight: '140px', 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="Visualisierung" style={{width: '100%', maxHeight: '140px', objectFit: 'contain'}} className="dark:hidden" width="400" height="260" data-path="images/card-visualization-light.svg" />
    </div>

    **Visualisierung**

    GPU-beschleunigter Multi-Sensor-Viewer mit 8 Paneltypen, 6 Punktwolken-Darstellungsmodi und Gaussian Splat Unterstützung.
  </Card>

  <Card href="/docs/de/annotation/overview">
    <div style={{display: 'flex', justifyContent: 'center', marginBottom: '4px'}}>
      <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: '140px', 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: '140px', objectFit: 'contain'}} className="dark:hidden" width="400" height="270" data-path="images/card-annotation-light.svg" />
    </div>

    **Annotation**

    Professionelle Werkzeuge für Bounding Boxes, Polygone, 3D-Quader, Segmentierung, Polylinien, Keypoints und Klassifikation.
  </Card>

  <Card href="/docs/api-reference/overview">
    <div style={{display: 'flex', justifyContent: 'center', marginBottom: '4px'}}>
      <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: '140px', 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: '140px', objectFit: 'contain'}} className="dark:hidden" width="400" height="270" data-path="images/card-api-light.svg" />
    </div>

    **API & SDKs**

    Programmatischer Zugriff auf Datensätze, Projekte, Exporte und mehr über Python, TypeScript und REST.
  </Card>
</CardGroup>

## Wählen Sie Ihre Sprache

<CardGroup cols={4}>
  <Card title="Python" icon="python" href="/docs/de/sdks/python">
    `pip install avala`
  </Card>

  <Card title="TypeScript" icon="js" href="/docs/de/sdks/typescript">
    `npm install @avala-ai/sdk`
  </Card>

  <Card title="cURL" icon="terminal" href="/docs/sdks/rest-api">
    Direkte REST API
  </Card>

  <Card title="MCP" icon="robot" href="/docs/integrations/mcp-setup">
    KI-Assistenten
  </Card>
</CardGroup>