Kevin Dubois & Cedric Clyburn

Bootable AI Containers with Podman Desktop

What if you could solve dependency hell by packaging your entire OS, AI model, and app into a single, bootable container image?

Bootable AI Containers with Podman Desktop
#1about 3 minutes

Introducing bootable containers and the CNCF donation

An overview of the session's agenda and the announcement of Red Hat's container tools, including bootable containers, being donated to the CNCF.

#2about 4 minutes

Solving OS management challenges with bootable containers

Bootable containers apply the immutable, standardized principles of application containers to entire operating systems to prevent configuration drift.

#3about 3 minutes

The workflow for deploying and updating bootable systems

A container file is used to build a bootable image, which is then converted to a disk image for deployment and can be updated by pulling a new version from a registry.

#4about 4 minutes

Building a bootable OS image with a container file

The `bootc` tool manages updates and rollbacks, while a container file defines the OS layers, packages, and applications, and you can even build a custom base image.

#5about 3 minutes

Why bootable containers are ideal for AI and ML stacks

Packaging AI/ML stacks as bootable containers solves dependency issues and allows models to run closer to the hardware for faster inference.

#6about 2 minutes

Simplifying the build process with Podman Desktop

Podman Desktop and its extensions provide a user-friendly interface to build a bootable container image and export it to various disk formats.

#7about 5 minutes

Demo: Developing a local AI code assistant application

A demonstration of building and running a Python-based AI code generation application as a standard container using the Podman Desktop AI Lab extension.

#8about 7 minutes

Demo: Packaging the AI app as a bootable container

The AI application is packaged into a bootable CentOS Stream image using a container file that includes the model, server, and systemd services.

Related jobs
Jobs that call for the skills explored in this talk.

test

Milly

Milly
Vienna, Austria

Intermediate
.NET
TypeScript
+1

test

Milly

Milly
Vienna, Austria

Intermediate
.NET
TypeScript
+1

d

Saby Company

Saby Company
Delebio, Italy

Junior
Java
Node.js

Matching moments

Building a bootable Linux OS with a containerfile
03:26 MIN

Building a bootable Linux OS with a containerfile

Enterprise Linux as Container Images

Using BootC to build Linux system images like containers
02:02 MIN

Using BootC to build Linux system images like containers

Simplifying edge app delivery: one workflow, thousands of devices

Deploying OS container images to any target platform
02:35 MIN

Deploying OS container images to any target platform

Enterprise Linux as Container Images

Red Hat tools for cross-platform consistency
02:07 MIN

Red Hat tools for cross-platform consistency

Develop on Windows, Deploy on Red Hat Enterprise Linux

Core benefits of the Podman container engine
04:32 MIN

Core benefits of the Podman container engine

Containers and Kubernetes made easy: Deep dive into Podman Desktop and new AI capabilities

Applying containerization and immutable OS concepts to cars
05:52 MIN

Applying containerization and immutable OS concepts to cars

The best of two worlds - Bringing enterprise-grade Linux to the vehicle

Demonstrating the business value of containerization
02:01 MIN

Demonstrating the business value of containerization

Using Containers to deploy AI Models across our microscopy platform

Prototyping AI applications locally with Podman AI Lab
09:38 MIN

Prototyping AI applications locally with Podman AI Lab

Supercharge your cloud-native applications with Generative AI

Featured Partners

Related Videos

See all videos
Enterprise Linux as Container Images20:00

Enterprise Linux as Container Images

Goetz Rieger

Containers and Kubernetes made easy: Deep dive into Podman Desktop and new AI capabilities32:19

Containers and Kubernetes made easy: Deep dive into Podman Desktop and new AI capabilities

Stevan Le Meur

What's (new) with Spring Boot and Containers?29:14

What's (new) with Spring Boot and Containers?

Eva Panadero & maeddes

Simplifying edge app delivery: one workflow, thousands of devices19:01

Simplifying edge app delivery: one workflow, thousands of devices

Christian Koep

Develop on Windows, Deploy on Red Hat Enterprise Linux14:00

Develop on Windows, Deploy on Red Hat Enterprise Linux

Ben Breard

Supercharge your cloud-native applications with Generative AI32:13

Supercharge your cloud-native applications with Generative AI

Cedric Clyburn

Compose the Future: Building Agentic Applications, Made Simple with Docker50:09

Compose the Future: Building Agentic Applications, Made Simple with Docker

Mark Cavage, Tushar Jain, Jim Clark & Yunong Xiao

Using Containers to deploy AI Models across our microscopy platform23:56

Using Containers to deploy AI Models across our microscopy platform

Sebastian Rhode

Related Articles

View all articles
Learning Kubernetes made easy with KubeCampus
Learning to use Kubernetes? KubeCampus by Kasten offers free educational content for all skill levels to get you started!Kubernetes is an open-source system for deploying, scaling and managing containerized applications. It allows you to deploy your ...
Learning Kubernetes made easy with KubeCampus
DC
Daniel Cranney
Building AI Solutions with Rust and Docker
In recent years, artificial intelligence has surged in popularity in the world of development. While Python remains a popular choice in the realm of AI, Rust - often known as Rust Lang - is quickly emerging as a formidable alternative.Rust programmin...
Building AI Solutions with Rust and Docker
CH
Chris Heilmann
All the videos of Halfstack London 2024!
Last month was Halfstack London, a conference about the web, JavaScript and half a dozen other things. We were there to deliver a talk, but also to record all the sessions and we're happy to share them with you. It took a bit as we had to wait for th...
All the videos of Halfstack London 2024!

From learning to earning

Jobs that call for the skills explored in this talk.