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11-12 December
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Unleashing Generative AI with Open Data Hub - Ritesh Shah & Prakhar Srivastava, Red Hat
Thursday December 12, 2024 5:40pm - 6:15pm IST
Room 2
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
avatar for Ritesh Shah

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 →
avatar for Prakhar Srivastava

Prakhar Srivastava

Team Lead, Global Content Development Portfolio & Technology, Red Hat
As a seasoned technology professional and Team Lead for the Global Content Development team at Red Hat, my role is integral to driving the optimization of our sales and marketing strategies, ensuring that our products stand out in a highly competitive market. My primary focus is on... Read More →
Thursday December 12, 2024 5:40pm - 6:15pm IST
Room 2
  AI_dev Sessions, Generative AI + Creative Computing

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