Back to Home

AI Chat Assistant

ChatGPT meets kubectl - ask questions in plain English and get instant, intelligent answers about your Kubernetes clusters.

What It Does

The AI Chat Assistant is the absolute minimum you need to understand and troubleshoot your Kubernetes cluster:

Ask questions in plain English

Get instant, streaming responses

AI suggests and executes safe kubectl commands

Learns from your conversation history

that's it!

Example Interactions

  • • "Show me all failing pods"
  • • "Why is my deployment stuck?"
  • • "What's consuming the most CPU?"
  • • "Check logs for pod xyz-123"
  • • "How many nodes are unhealthy?"

Technical Details

LLM Integration

Uses OpenRouter API for LLM integration, supporting multiple AI models including GPT-4, Claude, and others through a single interface.

Streaming Responses

Responses stream via Server-Sent Events (SSE), providing real-time feedback as the AI analyzes your cluster and generates insights.

Context-Aware Conversations

The AI maintains conversation context, allowing you to ask follow-up questions and dive deeper into issues without repeating context.

Multiple Chat Sessions

Support for multiple concurrent chat sessions, letting you work on different troubleshooting tasks in parallel.

Read-Only Command Enforcement

All kubectl commands are verified and restricted to read-only operations (get, describe, logs, top, events) for maximum safety.

Why Users Love It

No need to memorize kubectl syntax - Just ask questions in plain English

Get explanations, not just raw data - AI understands your cluster and explains what's happening

Faster troubleshooting than running commands manually - AI analyzes issues instantly

Configuration Details

To make things even easier, the AI Chat Assistant integrates seamlessly with OpenRouter API and supports multiple LLM providers. You can configure your preferred AI model through the Admin Dashboard, and all interactions are securely logged for compliance.

So you don't need to do anything more to start asking questions about your clusters right now, however take your time reading the information below to get a deeper understanding about how these concepts work.