# 🚀Edge AI SDK Documentation Hub Is Now Live

**URL:** <https://forum.aim-linux.advantech.com/t/edge-ai-sdk-documentation-hub-is-now-live/1305>\
**Category:** News & Announcements\
**Tags:** edgeai\
**Created:** [December 5, 2025, 7:52am UTC](https://forum.aim-linux.advantech.com/t/edge-ai-sdk-documentation-hub-is-now-live/1305 "2025-12-05T07:52:50Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![Hsiaoyu\_Li](https://sea2.discourse-cdn.com/flex016/user_avatar/forum.aim-linux.advantech.com/hsiaoyu_li/32/1606_2.png) [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\
**Post date:** [December 5, 2025, 7:52am UTC](https://forum.aim-linux.advantech.com/t/edge-ai-sdk-documentation-hub-is-now-live/1305/1 "2025-12-05T07:52:50Z")

</div>

**🚀 Advantech Edge AI SDK Documentation Hub Is Now Live — Your All-in-One Resource for Edge AI Development**

Hi everyone!  
The AIM-Linux Community is all about empowering developers in embedded, robotics, and edge AI innovation. Today, I’m excited to share that the **Advantech Edge AI SDK official documentation site is now fully launched** :

👉 [https://docs.edge-ai-sdk.advantech.com/](https://apc01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.edge-ai-sdk.advantech.com%2F&data=05%7C02%7CHsiaoyu.Li%40advantech.com.tw%7Ceac39e5e069645c3cfec08de33d2236e%7Ca77d40d9dcba4ddab5715f18e6da853f%7C0%7C0%7C639005174793500564%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=9SfwjvabFzmSuK2z6juD6Sa2Qs6mMN7QZQjRB739jG0%3D&reserved=0)

This new platform brings together everything you need — from getting started, hardware integration, workflow tutorials, sample projects, to the latest SDK releases — all in one place. Whether you’re building intelligent AMRs, industrial vision systems, or smart IoT applications, this documentation hub will significantly accelerate your development process.

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**🔍 What is the Advantech Edge AI SDK?**

The Edge AI SDK is Advantech’s unified software framework designed to simplify AI development on edge devices. It provides:

- A complete AI workflow (Pre-trained Model→ optimization → deployment)

- Pre-configured integration with Advantech Edge AI hardware

- Optimized inference runtimes for accelerated performance

- Ready-to-use examples and sample code

- Constantly updated release notes and improvements

It supports a wide range of platforms including:

- NVIDIA Jetson (Orin Nano / NX / AGX)

- Qualcomm QCS6490 / QRB series

- x86 Edge AI platforms such as AIMB, AIR and ARK

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**📚 What You’ll Find in the Documentation Hub**

**1️⃣ Quick Start Tutorials**

Perfect for those new to the SDK. Learn:

- How to install the SDK

- How to run your first AI application

- How to use Docker or Conda environments

- Deployment basics and workflow structure

➡ **Beginner-friendly — you can run your first demo in minutes.**

* * *

**2️⃣ Hardware Integration Guides**

Each supported hardware platform includes:

- Installation steps & system setup

- BSP and driver information

- Performance benchmarks

- SDK compatibility details

Useful for developers working with both embedded AI systems and industrial edge computers.

* * *

**3️⃣ Edge AI Workflow**

A highlight of the site — showing how to go from idea to production:

- Pre-trained AI Model

- How to optimize models (TensorRT, SNPE, OpenVINO)

- Packaging and deployment workflows

- Real-world application templates

➡ Ideal for robotics companies, industrial automation, smart retail, and AIoT deployments.

* * *

**4️⃣ Release Notes — Always Stay Updated**

Track all SDK improvements:

- New runtime features

- Added model support

- Updated samples

- Optimization enhancements

- Bug fixes and compatibility updates

👉 **Highly recommended before upgrading your environment.**

* * *

**🧪 Example Projects Included**

The SDK comes with practical, ready-to-run samples, such as:

- Object detection (YOLO series)

- Pose estimation

- People counting and event detection

- SLM / VLM Chatbot - reasoning and generate

- STT (Speech-to-Text ) and TTS ( Text-to-Speech)

- MCP ( Model Context Protocol ) Framework for AI tools

- Face detection

Each project is optimized for Advantech hardware and can be deployed instantly.

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**🌟 Why Developers in AIM-Linux Community Should Bookmark This Site**

**✔ The most complete Edge AI reference available**

Beginner → intermediate → production-level workflows.

**✔ Official, continuously updated content**

No more outdated or scattered documentation.

**✔ Supports multiple accelerators**

NVIDIA, Qualcomm, x86 — all integrated in one ecosystem.

**✔ Includes samples you can immediately use**

Perfect for rapid evaluation, prototyping and POC development.

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**🔗 Start Exploring Today**

📘 Documentation Hub: [https://docs.edge-ai-sdk.advantech.com/](https://apc01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.edge-ai-sdk.advantech.com%2F&data=05%7C02%7CHsiaoyu.Li%40advantech.com.tw%7Ceac39e5e069645c3cfec08de33d2236e%7Ca77d40d9dcba4ddab5715f18e6da853f%7C0%7C0%7C639005174793515490%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=BuiPbdNflPCgvVnk8h64TrqwOzCARdvMPn6Ch4M53i4%3D&reserved=0)  
⭐ Recommended starting points: **“Get Started”** and **“Tutorial”**

If you are working on:

- Edge AI application development

- Camera vision analytics

- AI model inference optimization

- Industrial AI/IoT systems

This documentation hub will become an essential tool in your workflow.

#Edge AI SDK