# Introduction and Demo Videos

If you prefer to learn through videos rather than written documentation, the following is a list of informative talks and demos on Akri.

1. [Bridge Your IoT Leaf Devices to Local Clusters with Ease Using Akri and Dynamic Resource Allocation](https://www.youtube.com/watch?v=ZZfDne7gMMI) - Latest Akri introduction at KubeCon EU 2024.
2. [Introducing industrial edge](https://www.youtube.com/watch?v=A3Lr7kZtUXo) - An introduction to Akri and how it fits to SUSE's industrial edge solution. Includes a demo of discovering an USB camera.
3. [Azure Arc Jumpstart with Akri](https://www.youtube.com/watch?v=KLA3N8xbYPE) - A talk in the Azure Arc Jumpstart channel. Includes a demo of discovering an ONVIF camera with Akri and feeding the stream to an edge AI model.
4. [Discovering and Managing IoT Devices from Kubernetes with Akri](https://www.youtube.com/watch?v=9wCQCV0m5Kk) - A deep dive for Akri. Includes a step-by-step demo of discovering the ONVIF cameras and performing firmware update.

To try more demos/examples with step-by-step guidance, check the rest of the pages under [Demo](https://docs.akri.sh/demos/usb-camera-demo) section.


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.akri.sh/v0.13/demos/video-links.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.