harshitahusts / kube-copilot

Kubernetes Copilot powered by OpenAI

Kubernetes Copilot

Kubernetes Copilot powered by OpenAI.

Features:

• Automate Kubernetes cluster operations using ChatGPT (GPT-4 or GPT-3.5).
• Diagnose and analyze the potential issues for Kubernetes workloads.
• Generate the Kubernetes manifests based on the provided prompt instructions.
• Utilize native kubectl and trivy commands for Kubernetes cluster access and security vulnerability scanning.
• Access the web and perform Google searches without leaving the terminal.

Install

Run in Kubernetes

Option 1: Web UI with Helm (recommended)

# Option 1: OpenAI
export OPENAI_API_KEY="<replace-this>"
helm install kube-copilot kube-copilot \
  --repo https://feisky.xyz/kube-copilot \
  --set openai.apiModel=gpt-4 \
  --set openai.apiKey=$OPENAI_API_KEY

# Option 2: Azure OpenAI Service
export OPENAI_API_KEY="<replace-this>"
export OPENAI_API_BASE="<replace-this>"
helm install kube-copilot kube-copilot \
  --repo https://feisky.xyz/kube-copilot \
  --set openai.apiModel=gpt-4 \
  --set openai.apiKey=$OPENAI_API_KEY \
  --set openai.apiBase=$OPENAI_API_BASE

# Forwarding requests to the service
kubectl port-forward service/kube-copilot 8080:80
echo "Visit http://127.0.0.1:8080 to use the copilot"

Option 2: CLI with kubectl

kubectl run -it --rm copilot \
  --env="OPENAI_API_KEY=$OPENAI_API_KEY" \
  --restart=Never \
  --image=ghcr.io/feiskyer/kube-copilot \
  -- execute --verbose 'What Pods are using max memory in the cluster'

Refer kubernetes.md for more detailed steps.

Local Install

Install the copilot with pip command below:

pip install kube-copilot

Setup:

• Ensure kubectl is installed on the local machine and the kubeconfig file is configured for Kubernetes cluster access.
• Install trivy to assess container image security issues (for the audit command).
• Set the OpenAI API key as the OPENAI_API_KEY environment variable to enable ChatGPT functionality.
  • For Azure OpenAI service, also set OPENAI_API_TYPE=azure and OPENAI_API_BASE=https://<replace-this>.openai.azure.com/.
• Google search is disabled by default. To enable it, set GOOGLE_API_KEY and GOOGLE_CSE_ID (obtain from here and here).

How to use web UI

How to use CLI

Running directly in the terminal:

Usage: kube-copilot [OPTIONS] COMMAND [ARGS]...

  Kubernetes Copilot powered by OpenAI

Options:
  --version  Show the version and exit.
  --help     Show this message and exit.

Commands:
  analyze   analyze issues for a given resource
  audit     audit security issues for a Pod
  diagnose  diagnose problems for a Pod
  execute   execute operations based on prompt instructions
  generate  generate Kubernetes manifests

Audit Security Issues for Pod

kube-copilot audit POD [NAMESPACE] will audit security issues for a Pod:

Usage: kube-copilot audit [OPTIONS] POD [NAMESPACE]

  audit security issues for a Pod

Options:
  --verbose      Enable verbose information of copilot execution steps
  --model MODEL  OpenAI model to use for copilot execution, default is gpt-4
  --help         Show this message and exit.

Diagnose Problems for Pod

kube-copilot diagnose POD [NAMESPACE] will diagnose problems for a Pod:

Usage: kube-copilot diagnose [OPTIONS] POD [NAMESPACE]

  diagnose problems for a Pod

Options:
  --verbose      Enable verbose information of copilot execution steps
  --model MODEL  OpenAI model to use for copilot execution, default is gpt-4
  --help         Show this message and exit.

Analyze Potential Issues for k8s Object

kube-copilot analyze RESOURCE NAME [NAMESPACE] will analyze potential issues for the given resource object:

Usage: kube-copilot analyze [OPTIONS] RESOURCE NAME [NAMESPACE]

  analyze issues for a given resource

Options:
  --verbose     Enable verbose information of copilot execution steps
  --model TEXT  OpenAI model to use for copilot execution, default is gpt-4
  --help        Show this message and exit.

Execute Operations Based on Prompt Instructions

kube-copilot execute INSTRUCTIONS will execute operations based on prompt instructions. It could also be used to ask any questions.

Usage: kube-copilot execute [OPTIONS] INSTRUCTIONS

  execute operations based on prompt instructions

Options:
  --verbose      Enable verbose information of copilot execution steps
  --model MODEL  OpenAI model to use for copilot execution, default is gpt-4
  --help         Show this message and exit.

Generate Kubernetes Manifests

Use the kube-copilot generate command to create Kubernetes manifests based on the provided prompt instructions. After generating the manifests, you will be prompted to confirm whether you want to apply them.

Usage: kube-copilot generate [OPTIONS] INSTRUCTIONS

  generate Kubernetes manifests

Options:
  --verbose     Enable verbose information of copilot execution steps
  --model TEXT  OpenAI model to use for copilot execution, default is gpt-4
  --help        Show this message and exit.

Contribution

The project is opensource at github feiskyer/kube-copilot with Apache License.

If you would like to contribute to the project, please follow these guidelines:

1. Fork the repository and clone it to your local machine.
2. Create a new branch for your changes.
3. Make your changes and commit them with a descriptive commit message.
4. Push your changes to your forked repository.
5. Open a pull request to the main repository.