Automate your prompt evaluations by integrating them into your CI/CD pipeline. This guide shows you how to use GitHub Actions with the Maxim Actions repository to run prompt tests automatically.

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GitHub Actions Setup

The Maxim Actions repository provides a pre-built GitHub Action that makes it easy to run test runs in your CI/CD pipeline.

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Prerequisites

Before setting up the GitHub Action, you’ll need to setup the following:

  1. GitHub Secrets: Store your Maxim API key securely
  2. GitHub Variables: Configure your workspace and resource IDs
  3. Prompt Version ID: The specific prompt version you want to test

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Environment Setup

Add these secrets and variables to your GitHub repository:

Secrets (Repository Settings → Secrets and variables → Actions):

  • MAXIM_API_KEY: Your Maxim API key

Variables (Repository Settings → Secrets and variables → Actions):

  • WORKSPACE_ID: Your Maxim workspace ID
  • DATASET_ID: The dataset to use for testing
  • PROMPT_VERSION_ID: The prompt version ID to test

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Complete GitHub Actions Workflow

Create a file .github/workflows/prompt-evaluation.yml in your repository:

name: Prompt Evaluation with Maxim

on:
  push:
    branches: [main, dev]
  pull_request:
    branches: [main]
  workflow_dispatch:

env:
  TEST_RUN_NAME: "Prompt Evaluation - ${{ github.sha }}"
  CONTEXT_TO_EVALUATE: "context"
  EVALUATORS: "bias, clarity, faithfulness"

jobs:
  evaluate-prompt:
    runs-on: ubuntu-latest
    name: Run Prompt Evaluation

    steps:
      - name: Checkout Repository
        uses: actions/checkout@v4

      - name: Run Prompt Test with Maxim
        id: prompt_test
        uses: maximhq/actions/test-runs@v1
        with:
          api_key: ${{ secrets.MAXIM_API_KEY }}
          workspace_id: ${{ vars.WORKSPACE_ID }}
          test_run_name: ${{ env.TEST_RUN_NAME }}
          dataset_id: ${{ vars.DATASET_ID }}
          prompt_version_id: ${{ vars.PROMPT_VERSION_ID }}
          context_to_evaluate: ${{ env.CONTEXT_TO_EVALUATE }}
          evaluators: ${{ env.EVALUATORS }}

      - name: Display Test Results
        if: success()
        run: |
          echo "Test Run Results:"
          echo "${{ steps.prompt_test.outputs.test_run_result }}"
          echo ""
          echo "Failed Indices: ${{ steps.prompt_test.outputs.test_run_failed_indices }}"
          echo ""
          echo "📊 View detailed report: ${{ steps.prompt_test.outputs.test_run_report_url }}"

      - name: Check Test Status
        if: failure()
        run: |
          echo "❌ Prompt evaluation failed. Check the detailed report for more information."
          exit 1

      - name: Success Notification
        if: success()
        run: |
          echo "✅ Prompt evaluation passed successfully!"

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Next Steps