K8sGPT

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Introduction:
K8sGPT provides Kubernetes users with AI-powered cluster analysis and issue troubleshooting.
Added on:
Jun 03 2023
Monthly Visitors:
8.5K
Social & Email:
K8sGPT Product Information

What is K8sGPT?

K8sGPT is a tool that provides Kubernetes Superpowers to users by allowing them to scan their Kubernetes clusters, diagnose and triage issues using simple English. It leverages AI and codified SRE (Site Reliability Engineering) knowledge to analyze clusters and present relevant information.

How to use K8sGPT?

To use K8sGPT, simply connect it to your Kubernetes cluster and let it scan for issues. It will provide easy-to-understand suggestions for improving workload health, offer fast triage capabilities, perform AI analysis of your cluster, and facilitate security CVE reviews with the help of external scanners like Trivy. K8sGPT is compatible with all CNCF conformant Kubernetes clusters.

K8sGPT's Core Features

Workload health analysis

Fast triage and AI analysis

Security CVE review

Compatibility with all CNCF conformant Kubernetes clusters

Codified SRE knowledge for issue identification

AI-powered backends for better cluster analysis

K8sGPT's Use Cases

#1

Identifying critical issues with workloads

#2

Gaining insights and suggestions based on SRE experience

#3

Analyzing Kubernetes clusters at a glance or in-depth using AI

#4

Performing security vulnerability reviews

#5

Optimizing support team efficiency and enabling focus on complex problems and automation

FAQ from K8sGPT

What is K8sGPT used for?

How do I use K8sGPT?

What are the core features of K8sGPT?

What are the use cases for K8sGPT?

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Analytic of K8sGPT

K8sGPT Website Traffic Analysis

Visit Over Time

Monthly Visits
8.5K
Avg.Visit Duration
00:00:36
Page per Visit
2.14
Bounce Rate
46.15%
Feb 2023 - Jan 2025 All Traffic

Geography

Top 5 Regions

United States
35.20%
India
15.67%
Korea
9.88%
Germany
9.26%
Ukiain
7.64%
Feb 2023 - Jan 2025 Desktop Only

Traffic Sources

Direct
46.59%
Search
41.29%
Referrals
6.72%
Social
4.75%
Display Ads
0.59%
Mail
0.06%
Feb 2023 - Jan 2025 Worldwide Desktop Only

Top Keywords

Keyword
Traffic
Cost Per Click
k8sgpt
5.1K
$ 2.96
k8s gpt
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"k8sgpt analyze --filter=events"
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k8sgpt events filter does not exist
--
kubernetes ai agent
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Social Listening

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YouTube
Tiktok
DevOps Toolkit
Aug 07 2023
20.4K
37
46:40

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/

Nilesh Gule
Jan 20 2024
17.7K
2
38:02

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

Anais Urlichs
Jun 05 2023
10.3K
20

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