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Blog posts tagged
"Kubeflow"


Andreea Munteanu
2 June 2024

Deploy GenAI applications with Canonical’s  Charmed Kubeflow and NVIDIA NIM

AI Article

It’s been over two years since generative AI (GenAI) took off with the launch of ChatGPT. From that moment on, a variety of applications, models and libraries were launched to address market needs and simplify enterprise activity. As Deloitte observes in its State of Generative AI Q2 2024 report, organisations are now at a stage ...


Andreea Munteanu
22 March 2024

A deep dive into Kubeflow pipelines 

AI Article

Widely adopted by both developers and organisations, Kubeflow is an MLOps platform that runs on Kubernetes and automates machine learning (ML) workloads. It covers the entire ML lifecycle, enabling data scientists and machine learning engineers to develop and deploy ML models. Kubeflow is designed as a suite of leading open source project ...


jpablo-norena
11 March 2024

Large Language Models (LLMs) Retrieval Augmented Generation (RAG) using Charmed OpenSearch

AI Article

This article guides you on leveraging Charmed OpenSearch to maintain a relevant and up-to-date LLM application. ...


Andreea Munteanu
19 February 2024

Edge AI: what, why and how with open source

Ubuntu Article

Edge AI is transforming the way that devices interact with data centres, challenging organisations to stay up to speed with the latest innovations. From AI-powered healthcare instruments to autonomous vehicles, there are plenty of use cases that benefit from artificial intelligence on edge devices. This blog will dive into the topic, capt ...


Andreea Munteanu
5 January 2024

AI in 2024 – What does the future hold?

AI Article

AI in 2024 ...


Andreea Munteanu
24 November 2023

Building a comprehensive toolkit for machine learning

AI Article

In the last couple of years, the AI landscape has evolved from a researched-focused practice to a discipline delivering production-grade projects that are transforming operations across industries. Enterprises are growing their AI budgets, and are open to investing both in infrastructure and talent to accelerate their initiatives – so it’ ...


Andreea Munteanu
22 November 2023

Canonical releases Charmed Kubeflow 1.8

AI Article

Canonical, the publisher of Ubuntu, announced today the general availability of Charmed Kubeflow 1.8. Charmed Kubeflow is an open source, end-to-end MLOps platform that enables professionals to easily develop and deploy AI/ML models. It runs on any cloud, including hybrid cloud or multi-cloud scenarios. This latest release also offers the ...


Andreea Munteanu
5 October 2023

Learn about all things Kubeflow at Kubeflow Summit 2023

AI Article

The Kubeflow community is meeting again this year to celebrate their success, learn from their users and discuss some of the challenges of the open source world in the MLOps context. Kubeflow Summit 2023 will take place on October 6 2023, in a hybrid format.  Attendees can join in person at Irving Convention Center or ...


Andreea Munteanu
4 October 2023

Charmed Kubeflow 1.8 Beta is here

AI Article

Have you heard the news? Charmed Kubeflow 1.8 is available in Beta. Kubeflow is the foundation of Canonical MLOps. The latest release brings improved capabilities to personalise different components of the platform, including the images that can be used in Notebooks. We are looking for data scientists, machine learning engineers, creators ...


Andreea Munteanu
28 September 2023

Meet Canonical at MLOps World 2023

AI Article

The AI Roadshow lands in the USA Date: 25-26 October 2023 Location: Renaissance Austin Hotel, Austin, Texas Book a meeting The Canonical AI Roadshow will soon cross the Atlantic and stop in Austin, Texas. We will be at MLOps World, as well as the Generative AI Summit, a co-located event. Machine learning operations (MLOps), large ...


Canonical
6 September 2023

Canonical launches AI roadshow

AI Article

Series of events will highlight generative AI use cases powered by open source software London, UK. 6 September 2023. Canonical, the publisher of Ubuntu, is launching its first AI roadshow. The series of events and presentations will highlight how enterprises can make better use of their own data and make artificial intelligence (AI) use ...


Andreea Munteanu
30 August 2023

LLMs explained: how to build your own private ChatGPT

AI Article

Large language models (LLMs) are the topic of the year. They are as complex as they are exciting, and everyone can agree they put artificial intelligence in the spotlight. Once LLms were released to the public, the hype around them grew and so did their potential use cases – LLM-based chatbots being one of them. ...


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