K8sGPT
Overview of K8sGPT
K8sGPT: AI-Powered Kubernetes Troubleshooting
What is K8sGPT?
K8sGPT is an open-source tool that leverages AI to diagnose and resolve issues within Kubernetes clusters. It provides intelligent insights and automated troubleshooting to simplify Kubernetes management.
How does K8sGPT work?
K8sGPT analyzes your cluster's state using advanced AI algorithms, providing you with intelligent insights to troubleshoot problems. It supports multiple AI providers, including OpenAI, Azure OpenAI, Google Vertex AI, Amazon Bedrock, IBM WatsonX, and even local AI models.
Key Features:
- AI-Powered Analysis: Uses advanced AI algorithms to analyze your cluster state and provide intelligent insights.
- Data Anonymization: Automatically anonymizes sensitive data before sending it to AI backends.
- Multiple AI Providers: Supports various AI providers, giving you flexibility.
- Auto Remediation: Automatically applies suggested fixes to common Kubernetes issues (optional).
- Claude Desktop Integration: Seamlessly integrates with Claude Desktop for an enhanced experience.
- Native CLI Experience: Access K8sGPT directly through Claude Desktop's command line.
- Fine-Grained Control & Guardrails:
- Toggle Auto-Remediation: Decide whether K8sGPT should automatically apply fixes.
- AI-Free Analysis: Run built-in analyzers locally without AI.
- Selective Analyzers: Choose which analyzers to run.
- Local AI Models: Keep data local by using supported AI models.
Why is K8sGPT important?
Kubernetes can be complex. K8sGPT simplifies Kubernetes management by:
- Providing AI-driven insights for faster troubleshooting.
- Automating fixes for common issues.
- Reducing manual intervention.
- Offering flexible control and data privacy options.
Who is K8sGPT for?
K8sGPT is for anyone who manages Kubernetes clusters, including:
- Developers
- DevOps engineers
- System administrators
Supported AI Providers:
- OpenAI
- Azure OpenAI
- Google Vertex AI
- Amazon Bedrock
- IBM WatsonX
- Local AI (Ollama, Cohere, Hugging Face)
How to use K8sGPT?
- Install K8sGPT.
- Configure your AI provider.
- Run K8sGPT to analyze your Kubernetes cluster.
Community and Support:
- Join the K8sGPT community for support and discussions.
- Attend regular office hours to connect with the K8sGPT team.
Testimonials
Trusted by industry leaders like Spectro Cloud, Nethopper, and Upstage AI.
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