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Blog posts tagged
"AI"

Rob Gibbon
20 April 2026

Hybrid search and reranking: a deeper look at RAG

AI Article

Many of us are familiar with the retrieval augmented generative AI (RAG) pattern for building agentic AI applications – like digital concierges, frontline support chatbots and agents that can help with basic self-service troubleshooting.  At a high level, the flow for RAG is fairly clear – the user’s prompt is augmented with some relevant ...

David Beamonte
11 March 2026

The bare metal problem in AI Factories

MAAS MAAS

As AI platforms grow into large-scale “AI Factories,” the real bottleneck shifts from model design to operational complexity. With expensive GPU accelerators, hardware failures and inconsistent configurations lead directly to lost throughput and reduced return on investment. While Kubernetes orchestrates workloads, it cannot fix broken ph ...

Benjamin Ryzman
11 February 2026

What is RDMA?

AI Networking

Modern data centres are hitting a wall that faster CPUs alone cannot fix. As workloads scale out and latency budgets shrink, the impact of moving data between servers is starting to become the most significant factor in overall performance. Remote Direct Memory Access, or RDMA, is one of the technologies reshaping how that data moves, ...

Canonical
5 January 2026

Canonical announces Ubuntu support for the NVIDIA Rubin platform

Canonical announcements Article

Official Ubuntu support for the NVIDIA Rubin platform, including the NVIDIA Vera Rubin NVL72 rack-scale systems, announced at CES 2026 CES 2026, Las Vegas. – Canonical, the publisher of Ubuntu, is pleased to announce official support for the NVIDIA Rubin platform and the latest distributions of the new NVIDIA Nemotron 3 open models.  As A ...

Benjamin Ryzman
5 November 2025

Edge Networking gets smarter: AI and 5G in action

5G core network Article

Organizations everywhere are pushing AI and networks closer to the edge. With that expansion comes a challenge: how do you ensure reliable performance, efficiency, and security outside of the data center? Worker safety, healthcare automation, and the success of mobile private networks depend on a robust technology stack that can withstand ...

Benjamin Ryzman
28 October 2025

Canonical and NVIDIA BlueField-4: a foundation for zero-trust high performance infrastructure

AI Article

At NVIDIA GTC Washington D.C., Canonical is pleased to support the arrival of the NVIDIA BlueField-4 – the newest generation of the data processing unit (DPU) family. NVIDIA BlueField-4 is an accelerated infrastructure platform for gigascale AI factories. By combining NVIDIA Grace CPU and NVIDIA ConnectX-9 networking, it delivers 6x the c ...

Benjamin Ryzman
11 June 2025

Canonical delivers Kubernetes platform and open-source security with NVIDIA Enterprise AI Factory validated design

AI Article

Reference architectures speed up time to market for agentic AI projects To ease the path of enterprise AI adoption and accelerate the conversion of AI insights into business value, NVIDIA recently published the NVIDIA Enterprise AI Factory validated design, an ecosystem of solutions that integrates seamlessly with enterprise systems, data ...

Michelle Anne Tabirao
15 May 2025

Building an end-to-end Retrieval- Augmented Generation (RAG) workflow 

AI Article

In this guide, we will take you through setting up a RAG pipeline. We will utilize open source tools such as Charmed OpenSearch for efficient search retrieval and KServe for machine learning inference, specifically in Azure and Ubuntu environments while leveraging silicons. ...

Canonical
12 May 2025

See a DeepSeek demo running on ESWIN Computing’s EIC77 series at RISC-V Summit Europe 2025 in Paris

AI Partners

Canonical, the publisher of Ubuntu, and ESWIN Computing have partnered to enable DeepSeek LLM 7B on the EIC77 series, showcasing ESWIN Computing’s powerful NPU, GPU and DSP running on Ubuntu. This development is part of a community development effort between Canonical and ESWIN Computing to bring the latest and greatest RISC-V technology ...

Canonical
9 May 2025

New 50 TOPS DC-ROMA RISC-V AI PC ships with Ubuntu Desktop 24.04 LTS pre-installed 

AI Article

Canonical is excited to announce the launch of DeepComputing’s new 50 TOPS DC-ROMA RISC-V AI PC and AI PC Mini with Ubuntu Desktop 24.04 LTS pre-installed. The PC was launched in collaboration with Framework and is powered by ESWIN’s advanced RISC-V AI SoC EIC7702X—featuring 8 SiFive’s high-performance P550 CPU cores .  Built on the DC-RO ...

Hugo Huang
27 March 2025

Ubuntu Confidential VMs Now Available on Google Cloud A3 with NVIDIA H100 GPUs

AI Article

Organizations are racing to harness the transformative power of AI, but sensitive data privacy and model security remain critical roadblocks. What if you could unlock the full potential of AI without compromising your most valuable assets? Canonical is thrilled to announce the availability of Ubuntu Confidential VMs on Google Cloud’s acce ...

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