Name: Unleashing Generative AI with Open Data Hub - Ritesh Shah, Red Hat
Start: 2024-12-12T15:45:00+0530
End: 2024-12-12T16:20:00+0530

In-person
11-12 December
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Thursday December 12, 2024 3:45pm - 4:20pm IST

Convention Centre | Basement Level | Room B101A

Explore AI innovation with the "Generative AI Demo using Open Data Hub," an open-source AI/ML platform tailored for Kubernetes. This demo features two Mistral-based LLMs, one utilizing Retrieval-Augmented Generation (RAG) with PostgreSQL vector extensions, and another without. Users interact through a Gradio chatbot, demonstrating how RAG improves accuracy. Two persona-based pipelines (Admin & Data Scientist) highlight Open Data Hub’s seamless integration with Tekton-powered OpenShift Pipelines, showcasing the Hybrid Cloud Strategy. Key components include the Kubernetes Platform, Node Feature Discovery, NVIDIA GPU Operators, Software Defined Storage, Tekton, Argo CD (for GitOps), Gitea Operator, Knative and Istio. Join us to see how GPU-accelerated AI and scalable, secure infrastructure power next-gen applications.

Speakers

Ritesh Shah

Senior Principal Architect, AI Lead, Red Hat

Ritesh Shah is a Senior Principal Architect with Red Hat and focuses on creating and using next-generation platforms, including AI/ML workloads as well as application modernisation and deployment. Ritesh is an advocate for open source technologies and products, focusing on modern... Read More →

Unleashing Generative AI with Open Data Hub KubeConf 2024 India 12thDec pdf

Thursday December 12, 2024 3:45pm - 4:20pm IST
Convention Centre | Basement Level | Room B101A

AI_dev Sessions, Generative AI + Creative Computing

Content Experience Level Beginner
Presentation Slides Attached Yes

KubeCon + CloudNativeCon India 2024

Ritesh Shah

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