# \#edgeai **URL:** https://forum.aim-linux.advantech.com/tag/edgeai/6.md [Latest](https://forum.aim-linux.advantech.com/latest.md) · [Categories](https://forum.aim-linux.advantech.com/categories.md) · [Tags](https://forum.aim-linux.advantech.com/tags.md) --- ## [How Can Embedded Linux and Edge AI Improve Real-Time Fleet Monitoring and Transportation Management?](https://forum.aim-linux.advantech.com/t/how-can-embedded-linux-and-edge-ai-improve-real-time-fleet-monitoring-and-transportation-management/1605)
**Author:** [@jayant\_chhipa](https://forum.aim-linux.advantech.com/u/jayant_chhipa)\ **Replies:** 2\ **Last updated:** [November 6, 2026, 12:50am UTC](https://forum.aim-linux.advantech.com/t/how-can-embedded-linux-and-edge-ai-improve-real-time-fleet-monitoring-and-transportation-management/1605 "2026-11-06T00:50:05Z")
Hello everyone, Transportation and logistics businesses increasingly depend on real-time data to monitor vehicles, manage deliveries, and improve operational efficiency. However, processing large amounts of vehicle data… --- ## [在 aom-2521 上构建边缘 ai视频助手](https://forum.aim-linux.advantech.com/t/aom-2521-ai/1537)
**Author:** [@xiaotong.li](https://forum.aim-linux.advantech.com/u/xiaotong.li)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 5:32am UTC](https://forum.aim-linux.advantech.com/t/aom-2521-ai/1537 "2026-10-09T05:32:34Z")
1. 引言 视觉语言模型（VLM）正迅速成为将摄像头和视频内容的自然语言理解能力带到边缘端的实用方案。与简单的目标检测或分类不同，VLM 能够理解视频内容并以自然语言回答问题，从而在注重隐私、低延迟和离线运行需求的检测、安防监控、零售和工业环境中实现各种应用。 研华 AOM-2521 是一款采用 NXP i.MX 95 应用处理器的 OSM Size-L 计算机模块，为上述工作负载提供了紧凑、低功耗、功能安全的平台。配合 NXP Ar… --- ## [通过NXP eIQ GenAI Flow 2.0 RAG构建边缘AI助手](https://forum.aim-linux.advantech.com/t/nxp-eiq-genai-flow-2-0-rag-ai/1536)
**Author:** [@xiaotong.li](https://forum.aim-linux.advantech.com/u/xiaotong.li)\ **Replies:** 0\ **Last updated:** [October 9, 2026, 5:15am UTC](https://forum.aim-linux.advantech.com/t/nxp-eiq-genai-flow-2-0-rag-ai/1536 "2026-10-09T05:15:29Z")
1.简介 随着生成式人工智能的快速发展，对于需要隐私保护、低延迟和离线功能的应用而言，在边缘设备上部署人工智能助手变得越来越重要。研华 AOM-5521 搭载 NXP i.MX 95 应用处理器，提供了一个专为 AI 和嵌入式应用设计的强大边缘计算平台。通过结合使用 NXP eIQ GenAI Flow 2.0 与检索增强生成（RAG）技术，开发人员可以构建 AI 助手，使其能够从本地文档中检索信息，并直接在边缘设备上生成具有上下文意识… --- ## [\[How to Article\] How to Stream AMR Telemetry to WEDA Cloud with Advantech Robotic Suite on Dragonwing™ IQ9](https://forum.aim-linux.advantech.com/t/how-to-article-how-to-stream-amr-telemetry-to-weda-cloud-with-advantech-robotic-suite-on-dragonwing-iq9/1530)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 0\ **Last updated:** [September 30, 2026, 2:45am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-how-to-stream-amr-telemetry-to-weda-cloud-with-advantech-robotic-suite-on-dragonwing-iq9/1530 "2026-09-30T02:45:56Z")
1. Introduction Autonomous Mobile Robots (AMRs) are increasingly deployed in factories, warehouses, and healthcare environments, where operators need real-time visibility into robot status, mission progress, and opera… --- ## [WEDA 기반 Edge AI 플랫폼 eBook](https://forum.aim-linux.advantech.com/t/weda-edge-ai-ebook/1527)
**Author:** [@Diane.Jung](https://forum.aim-linux.advantech.com/u/Diane.Jung)\ **Replies:** 0\ **Last updated:** [September 29, 2026, 2:55am UTC](https://forum.aim-linux.advantech.com/t/weda-edge-ai-ebook/1527 "2026-09-29T02:55:42Z")
어드밴텍의 WEDA 기반 Edge AI 플랫폼이 AI 애플리케이션의 개발부터 배포까지의 과정을 어떻게 간소화하는지 소개합니다. 이번 eBook에서는 WEDA-Ready Linux, Advantech Container Catalog, WEDA Edge, WEDA Cloud를 중심으로, 개발자가 AI 애플리케이션을 보다 효율적으로 구축하고 다양한 엣지 디바이스로 확장하며, 배포 후에도 AI 모… --- ## [🖥️ 從 Embedded Linux 到 Edge AI：讓數位看板不只是「播放」](https://forum.aim-linux.advantech.com/t/embedded-linux-edge-ai/1495)
**Author:** [@Jenny\_Liu](https://forum.aim-linux.advantech.com/u/Jenny_Liu)\ **Replies:** 0\ **Last updated:** [August 17, 2026, 5:45am UTC](https://forum.aim-linux.advantech.com/t/embedded-linux-edge-ai/1495 "2026-08-17T05:45:47Z")
當 Digital Signage 開始結合 AI 視覺，數位看板不再只是播放影音內容，也能透過 Camera 感知現場，進一步分析影像並呈現關鍵資訊。 要讓 AI 應用真正落地，除了運算效能，也需要穩定的 Linux 支援、AI 軟體環境，以及 Camera、顯示器等周邊設備的整合，降低開發與部署的複雜度。 以研華 DS-011 為例，支援 Yocto Linux 與主流 AI Framework，並整合 Camera I/O 與… --- ## [【開發機器人應用懶人包】加速 Physical AI 落地！](https://forum.aim-linux.advantech.com/t/physical-ai/1487)
**Author:** [@Jenny\_Liu](https://forum.aim-linux.advantech.com/u/Jenny_Liu)\ **Replies:** 0\ **Last updated:** [August 4, 2026, 2:05am UTC](https://forum.aim-linux.advantech.com/t/physical-ai/1487 "2026-08-04T02:05:22Z")
隨著機器人應用從傳統自動化控制邁向 Physical AI 時代，機器人系統不再只是執行預先設定的動作，而需要整合 AI 感知、即時推論與自主決策能力。 然而，這也使開發者面臨硬體平臺差異、AI Framework 整合、ROS 2 環境建置與感測器串接等挑戰。 研華 Robotic Suite 提供標準化且高度整合的機器人軟體開發環境，整合 Embedded Linux、AI Framework、ROS 2 與機器人應用模組，協助… --- ## [5/21 研華【ai專案硬體升級不再是地獄!實現無痛轉移不是夢!】線上研討會回顧](https://forum.aim-linux.advantech.com/t/5-21-ai/1454)
**Author:** [@Nancy\_Hou](https://forum.aim-linux.advantech.com/u/Nancy_Hou)\ **Replies:** 5\ **Last updated:** [June 3, 2026, 2:24am UTC](https://forum.aim-linux.advantech.com/t/5-21-ai/1454 "2026-06-03T02:24:53Z")
全新NVIDIA® Jetson Thorᵀᴹ垂直整合解決方案，結合NVIDIA強大的軟體平台，針對特定產業場景進行精準轉型!活動直擊三大垂直領域的實踐路徑並深入解析如何利用Edge AI SDK與OpenClaw工具，在短短一小時內掌握從硬體選型到雲端容器化佈署的關鍵技術✨ :dizzy: 歡迎點擊這邊回顧精彩影片 :speech\_balloon: 直播間在討論什麼? 觀看下方留言 :star\_struck: … --- ## [Building an Edge AI Assistant with NXP eIQ GenAI Flow 2.0 RAG](https://forum.aim-linux.advantech.com/t/building-an-edge-ai-assistant-with-nxp-eiq-genai-flow-2-0-rag/1383)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 0\ **Last updated:** [May 18, 2026, 3:49am UTC](https://forum.aim-linux.advantech.com/t/building-an-edge-ai-assistant-with-nxp-eiq-genai-flow-2-0-rag/1383 "2026-05-18T03:49:51Z")
1. Introduction With the rapid development of generative AI, deploying AI assistants on edge devices has become increasingly important for applications requiring privacy, low latency, and offline capabilities. The Ad… --- ## [4/21研華【用Edge Impulse縮短70%邊緣AI開發週期】線上研討會回顧!](https://forum.aim-linux.advantech.com/t/4-21-edge-impulse-70-ai/1376)
**Author:** [@Nancy\_Hou](https://forum.aim-linux.advantech.com/u/Nancy_Hou)\ **Replies:** 17\ **Last updated:** [April 29, 2026, 5:48am UTC](https://forum.aim-linux.advantech.com/t/4-21-edge-impulse-70-ai/1376 "2026-04-29T05:48:55Z")
在邊緣 AI 開發過程中，多數團隊往往將精力投入在模型本身，卻忽略真正消耗時間與成本的關鍵環節—資料整理、模型優化與硬體部署。實務上，超過80%的專案卡關，正是因為這些「隱形成本」，本場以 Edge Impulse企業版為核心，深入了解 Low-code 背後的自動化優化引擎，並透過實際工業場景示範，展示如何在既有開發流程中，大幅縮短開發週期，實現從資料到部署的一站式加速 :dizzy: :pushpin: 歡迎點擊下方回顧精彩影片 … --- ## [\[ebook\] 💫엣지 컴퓨팅 & 엣지 AI 도입 시 SW로 구축 가속화하기](https://forum.aim-linux.advantech.com/t/ebook-ai-sw/1375)
**Author:** [@Diane.Jung](https://forum.aim-linux.advantech.com/u/Diane.Jung)\ **Replies:** 0\ **Last updated:** [April 28, 2026, 5:26am UTC](https://forum.aim-linux.advantech.com/t/ebook-ai-sw/1375 "2026-04-28T05:26:03Z")
엣지 컴퓨팅과 엣지 AI 기술을 실제 산업 현장에 도입하는 과정에서 OS 최적화부터 AI 모델 배포, 그리고 복잡한 보안 요구사항까지 고려해야 할 점이 많으시죠? 어드밴텍이 공급하는 소프트웨어 포트폴리오를 한 번에 정리한 최신 eBook을 소개합니다! :white\_check\_mark: 효율적인 엣지 환경 최적화 OS 솔루션 :white\_check\_mark: Edge AI SDK 및 … --- ## [【How-to 記事】Edge ImpulseでエッジAI導入を始めましょう](https://forum.aim-linux.advantech.com/t/how-to-edge-impulse-ai/1374)
**Author:** [@TAD](https://forum.aim-linux.advantech.com/u/TAD)\ **Replies:** 0\ **Last updated:** [April 23, 2026, 1:40am UTC](https://forum.aim-linux.advantech.com/t/how-to-edge-impulse-ai/1374 "2026-04-23T01:40:02Z")
\*\* はじめに\*\* アドバンテックのAOM-2721は、オープンスタンダードモジュール（OSM）であり、具体的にはOSM 1.1フォームファクタを採用したコンピュータオンモジュールです。コンパクトで統合されたコンピューティングプラットフォームとして設計されており、特に組み込みアプリケーションやエッジAIに適しています。 2. 前提条件 ハードウェア： ・Qualcomm Dragonwing™ QCS6490搭載のAOM-… --- ## [【研華AI Broadcast #01】AI 驅動知識轉型，破解企業痛點，打造企業地端智慧大腦!](https://forum.aim-linux.advantech.com/t/ai-broadcast-01-ai/1369)
**Author:** [@Nancy\_Hou](https://forum.aim-linux.advantech.com/u/Nancy_Hou)\ **Replies:** 0\ **Last updated:** [March 26, 2026, 1:57am UTC](https://forum.aim-linux.advantech.com/t/ai-broadcast-01-ai/1369 "2026-03-26T01:57:57Z")
延續2025小聚精華，本集影片由新人類資訊與研華專家帶您一起直擊產業痛點、探討WebISOAI與研華AIR-420邊緣運算系統，建構地端智慧知識庫! :magnifying\_glass\_tilted\_left: 直擊難題:backhand\_index\_pointing\_right: 揭開各產業最常遇到的文件管理與技術傳承挑戰 :light\_bulb: WebISOAI三大亮點… --- ## [3/17研華【NVIDIA® Jetson Thorᵀᴹ 平台機器人開發者實戰營，快速打造VLA落地部署】線上研討會回顧](https://forum.aim-linux.advantech.com/t/3-17-nvidia-jetson-thor-vla/1368)
**Author:** [@Nancy\_Hou](https://forum.aim-linux.advantech.com/u/Nancy_Hou)\ **Replies:** 13\ **Last updated:** [March 26, 2026, 1:21am UTC](https://forum.aim-linux.advantech.com/t/3-17-nvidia-jetson-thor-vla/1368 "2026-03-26T01:21:17Z")
本次【NVIDIA® Jetson Thorᵀᴹ 平台機器人開發者實戰營】，聚焦從感知、推理到控制的VLA技術路徑，帶領開發者深入理解如何結合NVIDIA Isaacᵀᴹ 框架與Advantech Robotic Suite工具，有效解決數據不足、模擬與實體落差等實務挑戰，加速機器人應用真正落地!:sparkles: :pushpin: 歡迎點擊下方回顧精彩影片 全球機器人應用趨勢 (研華機器人事業部市場開發經理 劉宜鑫) VLA… --- ## [🤖 피지컬 ai 시대, 로봇 개발의 새로운 기준](https://forum.aim-linux.advantech.com/t/ai/1367)
**Author:** [@Diane.Jung](https://forum.aim-linux.advantech.com/u/Diane.Jung)\ **Replies:** 0\ **Last updated:** [March 25, 2026, 7:57am UTC](https://forum.aim-linux.advantech.com/t/ai/1367 "2026-03-25T07:57:44Z")
휴머노이드부터 AMR까지, 로봇 개발이 더욱 쉬워지는 어드밴텍 로봇 솔루션 ASR-A702와 AFE-A702를 소개합니다. 지금 바로 영상을 통해 확인하세요! :backhand\_index\_pointing\_right: 영상 보기 :light\_bulb: 왜 어드밴텍 로봇 솔루션인가? :check\_mark: 압도적인 AI 성능: 최대 2,070 TFLOPS :check\_mark: 통합형… --- ## [엣지 제품 선정 가이드북 출시](https://forum.aim-linux.advantech.com/t/topic/1350)
**Author:** [@Diane.Jung](https://forum.aim-linux.advantech.com/u/Diane.Jung)\ **Replies:** 0\ **Last updated:** [March 12, 2026, 5:00am UTC](https://forum.aim-linux.advantech.com/t/topic/1350 "2026-03-12T05:00:28Z")
AIM 커뮤니티 이용자 여러분 안녕하세요 :smiley: 최근 나온 제품들까지 한 번에 보고 싶으시다면 주목해 주세요! 어드밴텍 Embedded 제품을 제품군별로 한 번에 비교할 수 있는 eBook이 출시되었습니다. 팬리스 임베디드 PC부터 엣지 서버, AI 가속기, 주변 기기까지 제품 정보를 확인하실 수 있습니다. \>\> 한글 ebook 다운로드 … --- ## [\[How-to Article\] 在研华 EPC-R7300 上轻松应用sLLM DeepSeek-R1](https://forum.aim-linux.advantech.com/t/how-to-article-epc-r7300-sllm-deepseek-r1/1346)
**Author:** [@xiaotong.li](https://forum.aim-linux.advantech.com/u/xiaotong.li)\ **Replies:** 0\ **Last updated:** [March 5, 2026, 1:13am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-epc-r7300-sllm-deepseek-r1/1346 "2026-03-05T01:13:30Z")
简介 随着小型大型语言模型（sLLM）不断给人工智能应用带来变革，在边缘平台上高效运行这些模型已成为一个重要的技术里程碑。在本文中，我们将演示如何使用研华的边缘 AI SDK，在搭载 NVIDIA Jetson Orin的研华EPC-R7300边缘系统上部署和优化具有代表性的 sLLM DeepSeek-R1。 PC-R7300以紧凑、低功耗的设计提供高运算性能，是边缘AI推理的理想之选。本指南概述了设置过程、关键注意事项和性能见解，… --- ## [\[How to Article\] 0부터 시작하는 엣지: AOM-2721 OSM 개발 키트를 활용한 최적화된 객체 인식 구현](https://forum.aim-linux.advantech.com/t/how-to-article-0-aom-2721-osm/1340)
**Author:** [@Diane.Jung](https://forum.aim-linux.advantech.com/u/Diane.Jung)\ **Replies:** 0\ **Last updated:** [February 25, 2026, 3:22pm UTC](https://forum.aim-linux.advantech.com/t/how-to-article-0-aom-2721-osm/1340 "2026-02-25T15:22:52Z")
1. 개요 어드밴텍 AOM-2721은 OSM(Open Standard Module) 1.1 폼 팩터를 채택한 컴퓨터 온 모듈(Computer-on-Module)입니다. 초소형 통합 컴퓨팅 플랫폼으로 설계되었으며, 특히 임베디드 애플리케이션과 엣지 AI(Edge AI) 분야에 최적화되어 있습니다. 2. 사전 준비 사항 Qualcomm Dragonwing™ QCS6490 기반 AOM-… --- ## [AIR-030에서 LLM 추론(Inference) 환경 구축하기](https://forum.aim-linux.advantech.com/t/air-030-llm-inference/1339)
**Author:** [@Diane.Jung](https://forum.aim-linux.advantech.com/u/Diane.Jung)\ **Replies:** 0\ **Last updated:** [February 25, 2026, 2:14am UTC](https://forum.aim-linux.advantech.com/t/air-030-llm-inference/1339 "2026-02-25T02:14:41Z")
Jetson에서 컨테이너를 이용한 AI 애플리케이션 패키징: JetPack 의존성 및 배포 문제 해결하기 NVIDIA는 JetPack 6.x (6.0 / 6.2) 버전부터 Ubuntu 22.04 기반의 환경(L4T 36.x 시리즈)을 공식 채택했습니다. 이는 개발자들에게 매우 반가운 업그레이드이지만, AI 애플리케이션의 의존성이 JetPack의 마이너 버전마다 각각 나뉘어 있다는 숙제는 여전… --- ## [나의 엣지 AI 실력은? 🧐 개발자를 위한 엣지 임펄스(Edge Impulse) 미니 퀴즈 (+무료 체험 혜택)](https://forum.aim-linux.advantech.com/t/ai-edge-impulse/1331)
**Author:** [@Diane.Jung](https://forum.aim-linux.advantech.com/u/Diane.Jung)\ **Replies:** 0\ **Last updated:** [February 3, 2026, 3:15am UTC](https://forum.aim-linux.advantech.com/t/ai-edge-impulse/1331 "2026-02-03T03:15:43Z")
AIM 커뮤니티 개발자 여러분 안녕하세요 :slight\_smile: 여러분은 엣지 AI에 대해 얼마나 알고 있으신가요? :face\_with\_monocle: 엣지 개발자 여러분을 위해 짧은 미니 퀴즈를 준비했습니다! 엣지 AI의 핵심 개념과 엣지 임펄스를 통한 실제 배포 아이디어를 가볍고 재미있게 복습할 수 있는 게임입니다. :star: 퀴즈를 완료하면 드리는 혜택 엣지 임펄스 … --- ## [🚀 어드밴텍 EdgeAI 워크플로우를 활용해서 GitHub에서 Edge AI 애플리케이션을 구축하는 방법](https://forum.aim-linux.advantech.com/t/edgeai-github-edge-ai/1328)
**Author:** [@Diane.Jung](https://forum.aim-linux.advantech.com/u/Diane.Jung)\ **Replies:** 0\ **Last updated:** [February 3, 2026, 1:35am UTC](https://forum.aim-linux.advantech.com/t/edgeai-github-edge-ai/1328 "2026-02-03T01:35:24Z")
하드웨어 중심 개발자를 위한 간편한 시작 가이드 GitHub에서 제공되는 어드밴텍의 EdgeAI 워크플로우는 엣지 디바이스에서 AI 애플리케이션을 개발자들에게 명확하고 실용적인 경로를 제시합니다. GitHub 저장소: https://github.com/ADVANTECH-Corp/EdgeAI\_Workflow 이 워크플로우를 통해 하드웨어 설정 → AI 모델 선택 → 최적화 → 튜닝 → 배… --- ## [🚀 어드밴텍 Edge AI SDK 개발문서 허브 정식 오픈](https://forum.aim-linux.advantech.com/t/edge-ai-sdk/1322)
**Author:** [@Diane.Jung](https://forum.aim-linux.advantech.com/u/Diane.Jung)\ **Replies:** 0\ **Last updated:** [January 27, 2026, 6:13am UTC](https://forum.aim-linux.advantech.com/t/edge-ai-sdk/1322 "2026-01-27T06:13:22Z")
Edge AI 개발을 위한 올인원 리소스 — 지금 바로 확인해 보세요! 안녕하세요! AIM-Linux 커뮤니티는 임베디드, 로보틱스, 그리고 Edge AI 혁신을 주도하는 개발자 여러분을 지원하는 데 최선을 다하고 있습니다. 오늘은 어드밴텍 Edge AI SDK 공식 개발문서 허브가 정식으로 런칭되었다는 기쁜 소식을 전해드립니다. 공식 개발문서 허브: https://docs.edge-a… --- ## [🚀 How to Build Edge AI Applications with Advantech EdgeAI Workflow](https://forum.aim-linux.advantech.com/t/how-to-build-edge-ai-applications-with-advantech-edgeai-workflow/1307)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\ **Replies:** 0\ **Last updated:** [December 15, 2025, 3:11am UTC](https://forum.aim-linux.advantech.com/t/how-to-build-edge-ai-applications-with-advantech-edgeai-workflow/1307 "2025-12-15T03:11:39Z")
How to Build Edge AI Applications with Advantech EdgeAI Workflow A Simple, Hardware-Oriented Guide for Getting Started Advantech’s EdgeAI Workflow on GitHub provides a clear and practical path for customers who want to… --- ## [🚀Edge AI SDK Documentation Hub Is Now Live](https://forum.aim-linux.advantech.com/t/edge-ai-sdk-documentation-hub-is-now-live/1305)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\ **Replies:** 0\ **Last updated:** [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")
:rocket: 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… --- ## [\[How-to Article\] Kickstart Your Edge AI Journey with Edge Impulse](https://forum.aim-linux.advantech.com/t/how-to-article-kickstart-your-edge-ai-journey-with-edge-impulse/1294)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 0\ **Last updated:** [October 27, 2025, 6:43am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-kickstart-your-edge-ai-journey-with-edge-impulse/1294 "2025-10-27T06:43:27Z")
1. Introduction The Advantech AOM-2721 is an Open Standard Module (OSM), specifically a Computer-on-Module that adopts the OSM 1.1 form factor. It’s designed to be a compact and integrated computing platform, particul… --- ## [\[How-to Article\] Zero to Edge: Build Optimized Object Detection on AOM-2721 OSM Development Kit](https://forum.aim-linux.advantech.com/t/how-to-article-zero-to-edge-build-optimized-object-detection-on-aom-2721-osm-development-kit/1293)
**Author:** [@phill.liu](https://forum.aim-linux.advantech.com/u/phill.liu)\ **Replies:** 0\ **Last updated:** [October 25, 2025, 11:30am UTC](https://forum.aim-linux.advantech.com/t/how-to-article-zero-to-edge-build-optimized-object-detection-on-aom-2721-osm-development-kit/1293 "2025-10-25T11:30:00Z")
1. Introduction The Advantech AOM-2721 is an Open Standard Module (OSM), specifically a Computer-on-Module that adopts the OSM 1.1 form factor. It’s designed to be a compact and integrated computing platform, particu… --- ## [【留言抽即享券!】9/11 研華 llm× rag × MCP x Nvidia 邊緣運算線上實戰營 討論群](https://forum.aim-linux.advantech.com/t/9-11-llmx-rag-x-mcp-x-nvidia/1184)
**Author:** [@Franny\_Yeh](https://forum.aim-linux.advantech.com/u/Franny_Yeh)\ **Replies:** 30\ **Last updated:** [October 2, 2025, 7:58am UTC](https://forum.aim-linux.advantech.com/t/9-11-llmx-rag-x-mcp-x-nvidia/1184 "2025-10-02T07:58:28Z")
:waving\_hand:各位報名 9/11《研華 LLM × RAG × 邊緣運算 線上實戰營》的學員大家好！ 歡迎大家於 2025/8/11 至 9/19 期間，在本貼文下方留言，提出您對課程主題的任何問題（如：RAG實作、私有LLM部署、MCP整合應用等），我們將會請講師於直播當天為您解答！ :wrapped\_gift: \*\*留言就有機會抽中NT$50即享券, 共10名 :grinning\_face: 小編溫馨提醒: 留… --- ## [Experience unparalleled performance at the edge!](https://forum.aim-linux.advantech.com/t/experience-unparalleled-performance-at-the-edge/1188)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\ **Replies:** 0\ **Last updated:** [July 28, 2025, 9:21am UTC](https://forum.aim-linux.advantech.com/t/experience-unparalleled-performance-at-the-edge/1188 "2025-07-28T09:21:43Z")
Experience unparalleled performance at the edge! :sparkles: Advantech is unveiling our new line of edge AI solutions—AOM-6731, AIMB-293, and SOM-6820—all powered by @Qualcomm Technologies’ Snapdragon X Elite and Snapdra… --- ## [Compact. Powerful. Built for Gen AI](https://forum.aim-linux.advantech.com/t/compact-powerful-built-for-gen-ai/1187)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\ **Replies:** 0\ **Last updated:** [July 28, 2025, 9:19am UTC](https://forum.aim-linux.advantech.com/t/compact-powerful-built-for-gen-ai/1187 "2025-07-28T09:19:17Z")
:high\_voltage: Compact. Powerful. Built for Gen AI​:high\_voltage: The EPC-R7300 from Advantech, powered by the NVIDIA Jetson Orin Nano Super, is designed for next-gen Edge AI applications. Why it stands out: … --- ## [【研華 ai 趨勢小聚系列 5】ai優化製造業｜從資料到決策只要 12 秒!](https://forum.aim-linux.advantech.com/t/ai-5-ai-12/1167)
**Author:** [@Nancy\_Hou](https://forum.aim-linux.advantech.com/u/Nancy_Hou)\ **Replies:** 0\ **Last updated:** [July 18, 2025, 1:59am UTC](https://forum.aim-linux.advantech.com/t/ai-5-ai-12/1167 "2025-07-18T01:59:18Z")
【研華 AI 趨勢小聚系列 5】AI優化製造業｜從資料到決策只要 12 秒 :star\_struck: AI Agents 助攻100倍，助製造業從反應式躍升預測式企業 在市場快速變動下，研發速度與資料整合力是企業突圍關鍵，十論科技將分享如何透過 AI 平台打造可演進的智慧決策引擎 :glowing\_star: 亮點搶先看 :white\_check\_mark: 產業痛點剖析：破解資料爆炸、決策遲緩、流程複雜 … [Next page](https://forum.aim-linux.advantech.com/tag/edgeai/6.md?match_all_tags=true&page=1&tags%5B%5D=edgeai)