WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2024 • Aug 20, 2024 • Session details

Supercharge your cloud-native applications with Generative AI

Cedric Clyburn

Stop risking enterprise data with hosted GenAI services. Learn to build secure, containerized RAG pipelines locally and effortlessly scale them to Kubernetes.

Pause
Mute Enter Fullscreen
#1 about 3 min

Integrating generative AI into cloud-native applications

Developers can use popular open source tools to incorporate generative large language models into containerized workflows.

#2 about 4 min

Planning the enterprise AI journey and architecture

Identifying the right model and pipeline design is critical for balancing operational costs with business needs.

#3 about 1 min

Running generative AI models in local environments

Hosting models natively removes latency and authorization blockers while ensuring privacy for confidential business data.

#4 about 4 min

Building local containerized models with Podman AI Lab

Developers can seamlessly spin up open source models and playground environments using an extension for Podman Desktop.

#5 about 4 min

Prototyping a local Python chatbot with LangChain

Using Streamlit and LangChain with local model endpoints allows rapid prototyping of text and object detection systems.

#6 about 3 min

Integrating local AI models into Java Quarkus applications

Java applications leveraging LangChain4J and WebSockets easily retrieve contextual information from local language models.

#7 about 2 min

Expanding AI capabilities using retrieval-augmented generation

Prompt engineering against vector databases supplies foundational models with contextually rich enterprise data.

#8 about 4 min

Transitioning AI workflows into structured production environments

Scaling local workflows to production requires integrating data pipelines, storage platforms, and serverless distribution across Kubernetes clusters.

#9 about 3 min

Processing enterprise documentation into robust vector databases

Chunking technical PDFs using Python scripts automates index creation inside elasticsearch for dynamic content retrieval.

#10 about 5 min

Modifying chatbot code to support vector database retrieval

Injecting elasticsearch bindings and custom embeddings logic connects base prompt templates to external knowledge repositories.

#11 about 3 min

Deploying the augmented chatbot on OpenShift AI platforms

Deploying containerized RAG applications via OpenShift establishes serverless execution environments with fast, contextual text retrieval.

#12 about 2 min

Exploring open source AI resources and learning paths

Developers can access local sandboxes and open source AI toolkits to construct and test intelligent application frameworks.

Matching moments

3:36 min

Overview of generative AI and the presentation agenda

juarezjunior juarezjunior · WWC 2024

3:16 min

Simplifying generative AI adoption with Podman AI Lab

Stevan Le Meur Stevan Le Meur · WWC 2024

3:13 min

Embedding generative AI in enterprise software platforms

Mike Butcher Mike Butcher +3 · WWC 2024

2:52 min

Scaling generative AI use cases across large enterprises

Mike Butcher Mike Butcher +3 · WWC 2024

3:33 min

Crucial lessons for deploying generative AI in enterprises

Alexander Trusheim Alexander Trusheim +1 · WWC 2025

54 sec

Overview of enterprise Java and generative AI

Timo Salm Timo Salm · WWC 2025

More from World Congress 2024

Beyond the Hype: Real-World AI Strategies Panel thumbnail
24:07
10 months ago

Beyond the Hype: Real-World AI Strategies Panel

Mike Butcher, Jürgen Müller, Katrin Lehmann, Tobias Regenfuss

Carl Lapierre - Exploring Advanced Patterns in Retrieval-Augmented Generation thumbnail
21:17
almost 2 years ago

Carl Lapierre - Exploring Advanced Patterns in Retrieval-Augmented Generation

Carl Lapierre

Coding an Immersive Copilot using Unity / .NET and Azure OpenAI! thumbnail
31:50
almost 2 years ago

Coding an Immersive Copilot using Unity / .NET and Azure OpenAI!

Zaid Zaim

Building a diverse tech company: The power of Diversity, Equity, Inclusion, and Belonging thumbnail
29:43
almost 2 years ago

Building a diverse tech company: The power of Diversity, Equity, Inclusion, and Belonging

Sue Quackenbush

Dapr in Practice thumbnail
24:08
almost 2 years ago

Dapr in Practice

marcklefter

Minimising the Carbon Footprint of Workloads thumbnail
27:46
almost 2 years ago

Minimising the Carbon Footprint of Workloads

Michael Mueller

Upcoming sessions on this topic

Open session

World Congress 2026 North America

Building Stuff with GenAI - The Open Minded Workshop beyond OpenAI

Andreas Erben

CTO for Applied AI and Metaverse at daenet

Andreas Erben
Open session

World Congress 2026 North America

Look What Java Can Do Now: Live-Coding a GenAI MCP Server with the JAQ Stack

Suren Konathala

Senior Engineering Leader, Marketing & AdTech, AI GTM & Digital Experience Platforms, Java x AI

Suren Konathala
Open session

World Congress 2026 North America

Who Tests the AI? Building Trustworthy AI Systems at Enterprise Scale

Him Raj Singh

PayPal, Manager, Software Engineer

Him Raj Singh
Open session

World Congress 2026 North America

DeepAgents: Build Multi-Agent AI Systems That Actually Work

Anagha Rumade, Anjana Umapathy, Apoorva Jaiswal

Anagha Rumade
Anjana Umapathy
Apoorva Jaiswal
Open session

World Congress 2026 North America

The Broken Rung: How AI is Rebuilding Software Development from the Ground Up

Tomislav Tipurić

Chief Technology Officer, Nephos

Tomislav Tipurić
Open session

World Congress 2026 North America

No Single Model to Rule Them All: Building Resilient AI Agents Across Open & Closed LLMs

Emmanuel Acheampong

Senior Manager Developer Relations at Crusoe AI

Emmanuel Acheampong

Related videos

Infusing Generative AI in your Java Apps with LangChain4j thumbnail
32:02
WWC 2024 • almost 2 years ago

Infusing Generative AI in your Java Apps with LangChain4j

Kevin Dubois

Make it simple, using generative AI to accelerate learning thumbnail
26:54
WWC 2024 • almost 2 years ago

Make it simple, using generative AI to accelerate learning

Duan Lightfoot

Bringing AI Everywhere thumbnail
26:25
WWC 2024 • almost 2 years ago

Bringing AI Everywhere

Stephan Gillich

Java Meets AI: Empowering Spring Developers to Build Intelligent Apps thumbnail
31:53
WWC 2025 • 12 months ago

Java Meets AI: Empowering Spring Developers to Build Intelligent Apps

Timo Salm

DevOps for AI: running LLMs in production with Kubernetes and KubeFlow thumbnail
34:21
LIVE • almost 2 years ago

DevOps for AI: running LLMs in production with Kubernetes and KubeFlow

Aarno Aukia

Building AI-Driven Spring Applications With Spring AI thumbnail
32:14
WWC 2024 • almost 2 years ago

Building AI-Driven Spring Applications With Spring AI

Sandra Ahlgrimm, Timo Salm

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.