K8sGPT
Was ist K8sGPT?
K8sGPT ist ein Tool, das Kubernetes-Benutzern die Bereitstellung von Kubernetes-Superkräften ermöglicht, indem es ihnen ermöglicht, ihre Kubernetes-Cluster zu scannen, Probleme mithilfe von einfachem Englisch zu diagnostizieren und zu triagieren. Es nutzt KI und codiertes SRE (Site Reliability Engineering) Wissen, um Cluster zu analysieren und relevante Informationen zu präsentieren.
Wie benutzt man K8sGPT?
Um K8sGPT zu verwenden, verbinden Sie es einfach mit Ihrem Kubernetes-Cluster und lassen Sie es nach Problemen scannen. Es bietet leicht verständliche Vorschläge zur Verbesserung der Workload-Gesundheit, ermöglicht schnelles Triagieren, führt KI-Analysen Ihres Clusters durch und erleichtert Sicherheits-CVE-Reviews mit Hilfe externer Scanner wie Trivy. K8sGPT ist mit allen CNCF-konformen Kubernetes-Clustern kompatibel.
K8sGPT's Hauptmerkmale
Analyse der Workload-Gesundheit
Schnelles Triagieren und KI-Analyse
Sicherheits-CVE-Review
Kompatibilität mit allen CNCF-konformen Kubernetes-Clustern
Codiertes SRE-Wissen zur Identifizierung von Problemen
KI-gesteuerte Backend für eine bessere Clusteranalyse
K8sGPT's Anwendungsfälle
Identifizierung kritischer Probleme mit Workloads
Erkenntnisse und Vorschläge basierend auf SRE-Erfahrung gewinnen
Kubernetes-Cluster mit Hilfe von KI schnell oder detailliert analysieren
Durchführung von Sicherheits-Schwachstellenbewertungen
Optimierung der Effizienz des Supportteams und Fokus auf komplexe Probleme und Automatisierung
FAQ von K8sGPT
Wofür wird K8sGPT verwendet?
Wie verwende ich K8sGPT?
Was sind die Kernfunktionen von K8sGPT?
Was sind die Anwendungsfälle für K8sGPT?
K8sGPT Support-E-Mail & Kundendienstkontakt & Rückerstattungskontakt usw.
Weitere Informationen zu Kontakt finden Sie auf der Kontaktseite (https://k8sgpt.ai/contact/)
K8sGPT Github
K8sGPT Github link: 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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