kaictl 0.1.1

Kubernetes Natural Language Agent - Translate natural language to kubectl commands

KaiCTL - Kubernetes Natural Language Agent

Translate natural language requests into kubectl commands using Claude or Ollama.

Installation

pip install kaictl

Or if you're running from source:

pip install -e .

Or for development:

pip install -e ".[dev]"

Usage

kaictl

First-Time Setup

When you run kaictl for the first time, it will:

1. Create ~/.kaictl/ configuration directory
2. Ask you to choose between Claude (Anthropic) or Ollama
3. Set up your API key or Ollama connection

Requirements

• Python 3.8+
• kubectl installed and configured
• Either:
  • Anthropic API key (for Claude)
  • Ollama running locally (for local LLM)

Features

• 🤖 Natural language to kubectl translation
• 🔧 Interactive troubleshooting mode
• 📊 Resource analysis and comparison
• 💾 Session history and learning
• ✅ Safety checks for destructive commands