Cedric Clyburn

Supercharge your cloud-native applications with Generative AI

What if your AI knew your company's private data? Learn how to build cost-effective, enterprise-aware models using the RAG pattern.

Supercharge your cloud-native applications with Generative AI
#1about 7 minutes

The developer's journey for building AI applications

An overview of the AI application lifecycle from prototyping to production and the advantages of using local models for cost, data privacy, and customization.

#2about 10 minutes

Prototyping AI applications locally with Podman AI Lab

A hands-on demonstration of using Podman AI Lab to run local models, start applications from recipes, and integrate AI into both Python and Java code.

#3about 5 minutes

Using RAG to enhance models and scale to production

An explanation of the Retrieval-Augmented Generation (RAG) pattern for adding custom data to models and an overview of the MLOps stack needed for enterprise deployment.

#4about 11 minutes

Deploying a RAG-enabled chatbot on a Kubernetes platform

A complete walkthrough of deploying a RAG-enabled application, including ingesting documents into Elasticsearch, serving a model, and running the final container on OpenShift AI.

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

Matching moments

Introduction to generative AI in the browser
00:02 MIN

Introduction to generative AI in the browser

Generate AI in the Browser with Chrome AI - Raymond Camden

Introducing Podman AI Lab for generative AI development
20:26 MIN

Introducing Podman AI Lab for generative AI development

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

Moving beyond hype with real-world generative AI
00:05 MIN

Moving beyond hype with real-world generative AI

Semantic AI: Why Embeddings Might Matter More Than LLMs

GenAI applications and emerging professional roles
18:03 MIN

GenAI applications and emerging professional roles

Enter the Brave New World of GenAI with Vector Search

Overcoming the common challenges in generative AI adoption
02:42 MIN

Overcoming the common challenges in generative AI adoption

From Traction to Production: Maturing your LLMOps step by step

Getting started with the Azure AI Foundry platform
05:49 MIN

Getting started with the Azure AI Foundry platform

How Mixed Reality, Azure AI and Drones turned me into a Magician?

Integrating GenAI components and execution strategy
10:48 MIN

Integrating GenAI components and execution strategy

Beyond GPT: Building Unified GenAI Platforms for the Enterprise of Tomorrow

Navigating the challenges of GenAI adoption
06:46 MIN

Navigating the challenges of GenAI adoption

The Future of Developer Experience with GenAI: Driving Engineering Excellence

Featured Partners

Related Videos

See all videos
Developer Experience, Platform Engineering and AI powered Apps31:38

Developer Experience, Platform Engineering and AI powered Apps

Ignacio Riesgo & Natale Vinto

Infusing Generative AI in your Java Apps with LangChain4j32:02

Infusing Generative AI in your Java Apps with LangChain4j

Kevin Dubois

GenAI Security: Navigating the Unseen Iceberg24:33

GenAI Security: Navigating the Unseen Iceberg

Maish Saidel-Keesing

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

Create AI-Infused Java Apps with LangChain4j29:18

Create AI-Infused Java Apps with LangChain4j

Daniel Oh & Kevin Dubois

Should we build Generative AI into our existing software?24:51

Should we build Generative AI into our existing software?

Simon Müller

The State of GenAI & Machine Learning in 202526:47

The State of GenAI & Machine Learning in 2025

Alejandro Saucedo

How AI Models Get Smarter35:16

How AI Models Get Smarter

Ankit Patel

Related Articles

View all articles
CH
Chris Heilmann
With AIs wide open - WeAreDevelopers at All Things Open 2025
Last week our VP of Developer Relations, Chris Heilmann, flew to Raleigh, North Carolina to present at All Things Open . An excellent event he had spoken at a few times in the past and this being the “Lucky 13” edition, he didn’t hesitate to come and...
With AIs wide open - WeAreDevelopers at All Things Open 2025
DC
Daniel Cranney
How to Use Generative AI to Accelerate Learning to Code
It’s undeniable that generative-AI and LLMs have transformed how developers work. Hours of hunting Stack Overflow can be avoided by asking your AI-code assistant, multi-file context can be fed to the AI from inside your IDE, and applications can be b...
How to Use Generative AI to Accelerate Learning to Code
DC
Daniel Cranney
Stephan Gillich - Bringing AI Everywhere
In the ever-evolving world of technology, AI continues to be the frontier for innovation and transformation. Stephan Gillich, from the AI Center of Excellence at Intel, dove into the subject in a recent session titled "Bringing AI Everywhere," sheddi...
Stephan Gillich - Bringing AI Everywhere

From learning to earning

Jobs that call for the skills explored in this talk.

Generative AI Engineer

Generative AI Engineer

Generative Ai Engineer83zero Limited
Glasgow, United Kingdom

£80-88K
GIT
Azure
NoSQL
React
+16
Generative AI Developer

Generative AI Developer

University of the Arts, London
Sleaford, United Kingdom

£34-41K
Python
PyTorch
TensorFlow