K8sGPT
O que é K8sGPT?
O K8sGPT é uma ferramenta que fornece Superpoderes do Kubernetes aos usuários ao permitir que eles escaneiem seus clusters do Kubernetes, diagnostiquem e resolvam problemas usando o inglês simples. Ele usa IA e conhecimento codificado de Engenharia de Confiabilidade de Site (SRE) para analisar clusters e apresentar informações relevantes.
Como usar K8sGPT?
Para usar o K8sGPT, basta conectá-lo ao seu cluster do Kubernetes e deixar que ele escaneie os problemas. Ele fornecerá sugestões fáceis de entender para melhorar a saúde da carga de trabalho, oferecerá capacidades rápidas de solução de problemas, realizará análise de IA do seu cluster e facilitará análises de vulnerabilidade de segurança com a ajuda de scanners externos como o Trivy. O K8sGPT é compatível com todos os clusters do Kubernetes compatíveis com CNCF.
Principais recursos da K8sGPT
Análise de saúde da carga de trabalho
Solução de problemas rápida e análise de IA
Análise de vulnerabilidade de segurança
Compatibilidade com todos os clusters do Kubernetes compatíveis com CNCF
Conhecimento codificado de SRE para identificação de problemas
Backend alimentado por IA para melhor análise de clusters
Casos de uso da K8sGPT
Identificação de problemas críticos com cargas de trabalho
Obter informações e sugestões com base na experiência de SRE
Análise de clusters do Kubernetes de relance ou em profundidade usando IA
Realizar análises de vulnerabilidade de segurança
Otimizar a eficiência da equipe de suporte e permitir o foco em problemas complexos e automação
Perguntas frequentes de K8sGPT
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Quais são os recursos principais do K8sGPT?
Quais são os casos de uso do K8sGPT?
K8sGPT E-mail de suporte e contato de atendimento ao cliente e contato de reembolso, etc.
Mais contato, visite a página de contato(https://k8sgpt.ai/contact/)
Github de K8sGPT
Link de Github de K8sGPT: https://github.com/k8sgpt-ai/k8sgpt
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AI for Kubernetes with ChatGPT and k8sgpt
Can we use AI to help us manage and troubleshoot Kubernetes clusters? In this video, we'll explore k8sgpt, a tool that uses ChatGPT to analyze issues and propose solutions related to k8s clusters. #chatgpt #kubernetes #k8sgpt Consider joining the channel: https://www.youtube.com/c/devopstoolkit/join ▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬ ➡ Gist with the commands: https://gist.github.com/vfarcic/c6ff069676a198e0c8fc7ac1db53167d 🔗 k8sgpt: https://k8sgpt.ai ▬▬▬▬▬▬ 💰 Sponsoships 💰 ▬▬▬▬▬▬ If you are interested in sponsoring this channel, please use https://calendly.com/vfarcic/meet to book a timeslot that suits you, and we'll go over the details. Or feel free to contact me over Twitter or LinkedIn (see below). ▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬ ➡ Twitter: https://twitter.com/vfarcic ➡ LinkedIn: https://www.linkedin.com/in/viktorfarcic/ ▬▬▬▬▬▬ 🚀 Other Channels 🚀 ▬▬▬▬▬▬ 🎤 Podcast: https://www.devopsparadox.com/ 💬 Live streams: https://www.youtube.com/c/DevOpsParadox ▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬ 00:00 Introduction to AI for Kubernetes 04:38 Analyzing Issues With k8sgpt 06:23 Troubleshooting Issues With k8sgpt and ChatGPT 11:10 Running k8sgpt Kubernetes Operator 12:49 k8sgpt Filters and Integrations 14:33 k8sgpt Pros and Cons
k8sGPT : Kubernetes diagnosis with ChatGPT and Azure OpenAI
🌐 Dive into the complexities of diagnosing Kubernetes cluster workloads and discover the game-changing solutions that have emerged in the tech landscape! In this video, we explore the challenges faced by Developers, DevOps and SRE teams when troubleshooting issues within Kubernetes environments. 🤯 Kubernetes, with its vast ecosystem, often presents hurdles in diagnosing and resolving cluster workloads efficiently. The emergence of ChatGPT and GenAI has added a powerful ally to the arsenal of developers and system administrators, offering intelligent insights and solutions to the intricate problems faced in managing containerized applications. 🚀 Introducing K8sGPT – a groundbreaking tool designed to leverage the capabilities of ChatGPT for streamlining and automating the resolution of Kubernetes issues. This video delves into the features and functionalities of K8sGPT, showcasing how it harnesses the intelligence of ChatGPT, powered by the robust Azure OpenAI backend, to provide real-time assistance in diagnosing and resolving Kubernetes challenges. 🔍 Join us on this exploration of cutting-edge technologies, as we unravel the difficulties in Kubernetes cluster workloads and witness the transformative potential of K8sGPT in action. Stay ahead in the world of DevOps and Kubernetes management – watch now! #K8sGPT #AzureOpenAI #kubernetes #DevOps #ChatGPT #TechInnovation #SRE #DevRel #Azure #azurekubernetesservice #kubernetes 🚀 ▬▬▬▬▬▬ ⏱ Chapters⏱ ▬▬▬▬▬▬ 00:00 - Introduction to Kubernetes 01:00 - Introduction to k8sGPT 02:45 - k8sGPT overview 05:35 - Prerequisites for k8sGPT 07:10 - install k8sGPT 08:40 - k8sGPT supported commands 09:25 - k8sGPT Authentication provider 10:30 - Setup Azure OpenAI access 12:40 - Create Azure OpenAI service 17:30 - Deploy LLM model using Azure AI Studio 18:40 - Azure OpenAI models and quotas 19:25 - Create a Deployment using Azure Open AI studio 21:55 - Add Azure OpenAI as backend for k8sGPT 26:40 - Set default provider 27:05 - Analyze Kubernetes cluster using k8sGPT 28:15 - Analyze application specific issues using filters 31:00 - Fix typo and rerun the k8sGPT analysis 33:50 - Anonymize flag for masking sensitive data 34:20 - k8sGPT Filters 35:15 - Filter results for pods using k8sGPT filter 36:15 - k8sGPT filter namespace 37:40 - Multiple language support 39:30 - Fix the deployment and rerun k8sGPT analysis 41:30 - Summary ▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬ - 🔗 k8sgpt homepage - https://k8sgpt.ai/ - 🔗 k8sgpt docs - https://docs.k8sgpt.ai/ - 🔗 Microsoft docs for the process to request Azure OpenAI service - https://learn.microsoft.com/en-us/legal/cognitive-services/openai/limited-access - 🔗 Azure OpenAI service request form - https://customervoice.microsoft.com/Pages/ResponsePage.aspx?id=v4j5cvGGr0GRqy180BHbR7en2Ais5pxKtso_Pz4b1_xUNTZBNzRKNlVQSFhZMU9aV09EVzYxWFdORCQlQCN0PWcu - 🔗 Azure AI studio - https://oai.azure.com/portal/ ▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬ Connect with me here: - 🔗 Subscribe: https://www.youtube.com/channel/UCJOvQz55Ly-Rkr_ldE8pMEQ - 🔗 YouTube : https://www.YouTube.com/@nilesh-gule/ - 🔗 GitHub: https://github.com/nileshgule - 🔗 Twitter: https://twitter.com/nileshgule - 🔗 Website: https://www.HandsOnArchitect.com/ - 🔗 LinkedIn : https://www.linkedin.com/in/nileshgule/
Full tutorials: K8sGPT -- Kubernetes Superpowers through AI
This video is a full overview of K8sGPT, showing you how you can get started both with the CLI and the K8sGPT Kubernetes Operator to analyze your cluster's error messages and receive contextualized data. ✍🏻 The written tutorial for this video can be found here: https://anaisurl.com/k8sgpt-full-tutorial/ 🌟 Make sure to give the project a star on GitHub: https://github.com/k8sgpt-ai/k8sgpt ----------------------------------------------------------------------------------------------------------------------- If you prefer shorter tutorials, have a look at the Cloud Native Skunkswork YouTube Channel, specifically: * Kubernetes + OpenAI = K8sGPT, giving you AI superpowers! https://youtu.be/7WA8XVrod2Y * K8sGPT brings security scanning & AI data anonymisation in v0.2.1 https://youtu.be/yK-wgD9-y9M * Kubernetes 24/7 AI SRE with K8sGPT Operator https://youtu.be/hb4du-oK0KY ----------------------------------------------------------------------------------------------------------------------- Additional Resources on K8sGPT: * The K8sGPT website: https://k8sgpt.ai/ * The documentation: https://docs.k8sgpt.ai/ * The GitHub organisation: https://github.com/k8sgpt-ai/ ----------------------------------------------------------------------------------------------------------------------- More content from me: * Subscribe to my Weekly DevOps Newsletter: https://anaisurl.com/newsletter/ ----------------------------------------------------------------------------------------------------------------------- 🕒Timestamps🕒 00:00 - Intro and overview of K8sGPT 03:22 - Installation 06:16 - Authorising OpenAI 08:31 - Using The CLI 14:58 - Why you need K8sGPT 17:31 - CLI Integrations 22:49 - How to get started contributing 23:48 - Using the K8sGPT Operator 11:28 - Outro
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