KubeCon + CloudNativeCon + Open Source Summit + AI_dev China 2024

Kubespray, popular within the SIG-Cluster-Lifecycle of Kubernetes, is celebrated for deploying production-ready Kubernetes clusters, particularly on bare metal, which boosts performance for AI workloads like LLM and RAG. This session will explore using Kubespray in bare metal settings, addressing challenges, and sharing best practices. The first part of the talk will show Kubespray's key features and provide practical tips. The latter half will focus on swiftly deploying AI using Retrieval-Augmented Generation (RAG), demonstrating how Kubespray facilitates setting up Kubernetes clusters on bare metal. This setup enhances AI applications by integrating continuous knowledge updates and domain-specific information via RAG, improving the accuracy and credibility of the AI systems. The session will conclude with discussions on community engagement and future advancements, followed by a Q&A period to address participant queries.

KubeCon会议描述： Kubespray在Kubernetes的SIG-Cluster-Lifecycle中备受推崇，以在裸金属上部署可用于生产的Kubernetes集群而闻名，特别是对于像LLM和RAG这样的AI工作负载，可以提高性能。本场演讲将探讨在裸金属环境中使用Kubespray，解决挑战，并分享最佳实践。 演讲的第一部分将展示Kubespray的关键特性并提供实用技巧。后半部分将重点介绍如何使用检索增强生成（RAG）快速部署AI，演示Kubespray如何在裸金属上设置Kubernetes集群。通过RAG集成持续的知识更新和领域特定信息，这种设置可以提升AI应用程序的性能，提高AI系统的准确性和可信度。 本场演讲将以社区参与和未来发展的讨论结束，随后进行问答环节以解答参与者的疑问。