Uploaded May 2026 | Updated September 2026, 3 hours ago

---

Learn how to turn a Raspberry Pi 5 into a powerful local AI workstation using the ASUS UGen300 M.2 AI Module featuring the Hailo-10H AI accelerator at up to 40 TOPS. This step-by-step tutorial covers the complete hardware installation, PCIe driver setup, Hailo runtime installation, Ollama integration, local LLM setup, AI vision object detection, and a custom Python chat application with real-time AI performance statistics, all running locally on the Raspberry Pi 5 with no cloud required.

📚 RELATED GUIDES
• ASUS UGen300 M.2 AI Accelerator Setup Guide: toucancreator.com/go/KECmd8
• Learning Hub on Toucan Creator (Tutorial Platform ): toucancreator.com/learn

🔗 PRODUCT LINKS
• Hailo-10H M.2 2280 M key [8G RAM]: up-shop.org/default/hailo10-8g-m2-key.html
• ASUS UGen300 M2 AI Module, Hailo-10H, 8 GB LPDDR4, PCIe3 x 4 lane, M.2 Key-M 2280: asus.com/motherboards-components/ai-accelerator/ugen/ugen300-m2-8g
• Raspberry Pi 5 [Amazon]: amzn.to/47s23p1
• USB-C Power Supply [Amazon]: amzn.to/46FZLCs
• Keyboard+:mouse (any will work) [Amazon]: amzn.to/4codFge
• Pironman 5 PRO MAX Case [Amazon]: amzn.to/41K1iol

⏰ CHAPTERS
00:00 - Intro
01:00 - Background and Unboxing
02:29 - UGen300 in Pironman 5 Pro Max
03:19 - Case Installation
04:01 - Getting Started
05:35 - Update and Install Pkgs
06:01 - Compile Driver
06:21 - Install Firmware
06:56 - Create Rules
07:37 - Verify Drivers
08:17 - Ollama Installation
09:16 - Install cmake
09:52 - Hailo-Ollama Server
10:08 - Models
10:35 - Chat Demo App
12:41 - Open WebUI
13:11 - AI Vision
13:56 - Outro

💬 CONNECT WITH ME
• Facebook: facebook.com/wagnerstechtalk
• X/Twitter: twitter.com/wagnerstechtalk

As an Amazon Associate - I earn from qualifying purchases • Educational purposes only

#RaspberryPi5 #LocalAI #GenerativeAI #Hailo10H #ArtificialIntelligence #asus #wagnerstechtalk