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evaluate.yaml
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name: Evaluate RAG answer flow
on:
issue_comment:
types: [created]
# Set up permissions for deploying with secretless Azure federated credentials
# https://learn.microsoft.com/azure/developer/github/connect-from-azure?tabs=azure-portal%2Clinux#set-up-azure-login-with-openid-connect-authentication
permissions:
id-token: write
contents: read
issues: write
pull-requests: write
jobs:
evaluate:
if: |
contains('["OWNER", "CONTRIBUTOR", "COLLABORATOR", "MEMBER"]', github.event.comment.author_association) &&
github.event.issue.pull_request &&
github.event.comment.body == '/evaluate'
runs-on: ubuntu-latest
env:
# azd required
AZURE_CLIENT_ID: ${{ vars.AZURE_CLIENT_ID }}
AZURE_TENANT_ID: ${{ vars.AZURE_TENANT_ID }}
AZURE_SUBSCRIPTION_ID: ${{ vars.AZURE_SUBSCRIPTION_ID }}
AZURE_ENV_NAME: ${{ vars.AZURE_ENV_NAME }}
AZURE_LOCATION: ${{ vars.AZURE_LOCATION }}
# project specific
AZURE_OPENAI_SERVICE: ${{ vars.AZURE_OPENAI_SERVICE }}
AZURE_OPENAI_LOCATION: ${{ vars.AZURE_OPENAI_LOCATION }}
AZURE_OPENAI_API_VERSION: ${{ vars.AZURE_OPENAI_API_VERSION }}
AZURE_OPENAI_RESOURCE_GROUP: ${{ vars.AZURE_OPENAI_RESOURCE_GROUP }}
AZURE_DOCUMENTINTELLIGENCE_SERVICE: ${{ vars.AZURE_DOCUMENTINTELLIGENCE_SERVICE }}
AZURE_DOCUMENTINTELLIGENCE_RESOURCE_GROUP: ${{ vars.AZURE_DOCUMENTINTELLIGENCE_RESOURCE_GROUP }}
AZURE_DOCUMENTINTELLIGENCE_SKU: ${{ vars.AZURE_DOCUMENTINTELLIGENCE_SKU }}
AZURE_DOCUMENTINTELLIGENCE_LOCATION: ${{ vars.AZURE_DOCUMENTINTELLIGENCE_LOCATION }}
AZURE_COMPUTER_VISION_SERVICE: ${{ vars.AZURE_COMPUTER_VISION_SERVICE }}
AZURE_COMPUTER_VISION_RESOURCE_GROUP: ${{ vars.AZURE_COMPUTER_VISION_RESOURCE_GROUP }}
AZURE_COMPUTER_VISION_LOCATION: ${{ vars.AZURE_COMPUTER_VISION_LOCATION }}
AZURE_COMPUTER_VISION_SKU: ${{ vars.AZURE_COMPUTER_VISION_SKU }}
AZURE_SEARCH_INDEX: ${{ vars.AZURE_SEARCH_INDEX }}
AZURE_SEARCH_SERVICE: ${{ vars.AZURE_SEARCH_SERVICE }}
AZURE_SEARCH_SERVICE_RESOURCE_GROUP: ${{ vars.AZURE_SEARCH_SERVICE_RESOURCE_GROUP }}
AZURE_SEARCH_SERVICE_LOCATION: ${{ vars.AZURE_SEARCH_SERVICE_LOCATION }}
AZURE_SEARCH_SERVICE_SKU: ${{ vars.AZURE_SEARCH_SERVICE_SKU }}
AZURE_SEARCH_QUERY_LANGUAGE: ${{ vars.AZURE_SEARCH_QUERY_LANGUAGE }}
AZURE_SEARCH_QUERY_SPELLER: ${{ vars.AZURE_SEARCH_QUERY_SPELLER }}
AZURE_SEARCH_SEMANTIC_RANKER: ${{ vars.AZURE_SEARCH_SEMANTIC_RANKER }}
AZURE_STORAGE_ACCOUNT: ${{ vars.AZURE_STORAGE_ACCOUNT }}
AZURE_STORAGE_RESOURCE_GROUP: ${{ vars.AZURE_STORAGE_RESOURCE_GROUP }}
AZURE_STORAGE_SKU: ${{ vars.AZURE_STORAGE_SKU }}
AZURE_APP_SERVICE_PLAN: ${{ vars.AZURE_APP_SERVICE_PLAN }}
AZURE_APP_SERVICE_SKU: ${{ vars.AZURE_APP_SERVICE_SKU }}
AZURE_APP_SERVICE: ${{ vars.AZURE_APP_SERVICE }}
AZURE_OPENAI_CHATGPT_MODEL: ${{ vars.AZURE_OPENAI_CHATGPT_MODEL }}
AZURE_OPENAI_CHATGPT_DEPLOYMENT: ${{ vars.AZURE_OPENAI_CHATGPT_DEPLOYMENT }}
AZURE_OPENAI_CHATGPT_DEPLOYMENT_CAPACITY: ${{ vars.AZURE_OPENAI_CHATGPT_DEPLOYMENT_CAPACITY }}
AZURE_OPENAI_CHATGPT_DEPLOYMENT_VERSION: ${{ vars.AZURE_OPENAI_CHATGPT_DEPLOYMENT_VERSION }}
AZURE_OPENAI_EMB_MODEL_NAME: ${{ vars.AZURE_OPENAI_EMB_MODEL_NAME }}
AZURE_OPENAI_EMB_DEPLOYMENT: ${{ vars.AZURE_OPENAI_EMB_DEPLOYMENT }}
AZURE_OPENAI_EMB_DEPLOYMENT_CAPACITY: ${{ vars.AZURE_OPENAI_EMB_DEPLOYMENT_CAPACITY }}
AZURE_OPENAI_EMB_DEPLOYMENT_VERSION: ${{ vars.AZURE_OPENAI_EMB_DEPLOYMENT_VERSION }}
AZURE_OPENAI_EMB_DIMENSIONS: ${{ vars.AZURE_OPENAI_EMB_DIMENSIONS }}
AZURE_OPENAI_GPT4V_MODEL: ${{ vars.AZURE_OPENAI_GPT4V_MODEL }}
AZURE_OPENAI_GPT4V_DEPLOYMENT: ${{ vars.AZURE_OPENAI_GPT4V_DEPLOYMENT }}
AZURE_OPENAI_GPT4V_DEPLOYMENT_CAPACITY: ${{ vars.AZURE_OPENAI_GPT4V_DEPLOYMENT_CAPACITY }}
AZURE_OPENAI_GPT4V_DEPLOYMENT_VERSION: ${{ vars.AZURE_OPENAI_GPT4V_DEPLOYMENT_VERSION }}
AZURE_OPENAI_GPT4V_DEPLOYMENT_SKU: ${{ vars.AZURE_OPENAI_GPT4V_DEPLOYMENT_SKU }}
USE_EVAL: ${{ vars.USE_EVAL }}
AZURE_OPENAI_EVAL_MODEL: ${{ vars.AZURE_OPENAI_EVAL_MODEL }}
AZURE_OPENAI_EVAL_MODEL_VERSION: ${{ vars.AZURE_OPENAI_EVAL_MODEL_VERSION }}
AZURE_OPENAI_EVAL_DEPLOYMENT: ${{ vars.AZURE_OPENAI_EVAL_DEPLOYMENT }}
AZURE_OPENAI_EVAL_DEPLOYMENT_SKU: ${{ vars.AZURE_OPENAI_EVAL_DEPLOYMENT_SKU }}
AZURE_OPENAI_EVAL_DEPLOYMENT_CAPACITY: ${{ vars.AZURE_OPENAI_EVAL_DEPLOYMENT_CAPACITY }}
AZURE_OPENAI_DISABLE_KEYS: ${{ vars.AZURE_OPENAI_DISABLE_KEYS }}
OPENAI_HOST: ${{ vars.OPENAI_HOST }}
OPENAI_API_KEY: ${{ vars.OPENAI_API_KEY }}
OPENAI_ORGANIZATION: ${{ vars.OPENAI_ORGANIZATION }}
AZURE_USE_APPLICATION_INSIGHTS: ${{ vars.AZURE_USE_APPLICATION_INSIGHTS }}
AZURE_APPLICATION_INSIGHTS: ${{ vars.AZURE_APPLICATION_INSIGHTS }}
AZURE_APPLICATION_INSIGHTS_DASHBOARD: ${{ vars.AZURE_APPLICATION_INSIGHTS_DASHBOARD }}
AZURE_LOG_ANALYTICS: ${{ vars.AZURE_LOG_ANALYTICS }}
USE_VECTORS: ${{ vars.USE_VECTORS }}
USE_GPT4V: ${{ vars.USE_GPT4V }}
AZURE_VISION_ENDPOINT: ${{ vars.AZURE_VISION_ENDPOINT }}
VISION_SECRET_NAME: ${{ vars.VISION_SECRET_NAME }}
ENABLE_LANGUAGE_PICKER: ${{ vars.ENABLE_LANGUAGE_PICKER }}
USE_SPEECH_INPUT_BROWSER: ${{ vars.USE_SPEECH_INPUT_BROWSER }}
USE_SPEECH_OUTPUT_BROWSER: ${{ vars.USE_SPEECH_OUTPUT_BROWSER }}
USE_SPEECH_OUTPUT_AZURE: ${{ vars.USE_SPEECH_OUTPUT_AZURE }}
AZURE_SPEECH_SERVICE: ${{ vars.AZURE_SPEECH_SERVICE }}
AZURE_SPEECH_SERVICE_RESOURCE_GROUP: ${{ vars.AZURE_SPEECH_RESOURCE_GROUP }}
AZURE_SPEECH_SERVICE_LOCATION: ${{ vars.AZURE_SPEECH_SERVICE_LOCATION }}
AZURE_SPEECH_SERVICE_SKU: ${{ vars.AZURE_SPEECH_SERVICE_SKU }}
AZURE_SPEECH_SERVICE_VOICE: ${{ vars.AZURE_SPEECH_SERVICE_VOICE }}
AZURE_KEY_VAULT_NAME: ${{ vars.AZURE_KEY_VAULT_NAME }}
AZURE_USE_AUTHENTICATION: ${{ vars.AZURE_USE_AUTHENTICATION }}
AZURE_ENFORCE_ACCESS_CONTROL: ${{ vars.AZURE_ENFORCE_ACCESS_CONTROL }}
AZURE_ENABLE_GLOBAL_DOCUMENT_ACCESS: ${{ vars.AZURE_ENABLE_GLOBAL_DOCUMENT_ACCESS }}
AZURE_ENABLE_UNAUTHENTICATED_ACCESS: ${{ vars.AZURE_ENABLE_UNAUTHENTICATED_ACCESS }}
AZURE_AUTH_TENANT_ID: ${{ vars.AZURE_AUTH_TENANT_ID }}
AZURE_SERVER_APP_ID: ${{ vars.AZURE_SERVER_APP_ID }}
AZURE_CLIENT_APP_ID: ${{ vars.AZURE_CLIENT_APP_ID }}
ALLOWED_ORIGIN: ${{ vars.ALLOWED_ORIGIN }}
AZURE_ADLS_GEN2_STORAGE_ACCOUNT: ${{ vars.AZURE_ADLS_GEN2_STORAGE_ACCOUNT }}
AZURE_ADLS_GEN2_FILESYSTEM_PATH: ${{ vars.AZURE_ADLS_GEN2_FILESYSTEM_PATH }}
AZURE_ADLS_GEN2_FILESYSTEM: ${{ vars.AZURE_ADLS_GEN2_FILESYSTEM }}
DEPLOYMENT_TARGET: ${{ vars.DEPLOYMENT_TARGET }}
AZURE_CONTAINER_APPS_WORKLOAD_PROFILE: ${{ vars.AZURE_CONTAINER_APPS_WORKLOAD_PROFILE }}
USE_CHAT_HISTORY_BROWSER: ${{ vars.USE_CHAT_HISTORY_BROWSER }}
USE_MEDIA_DESCRIBER_AZURE_CU: ${{ vars.USE_MEDIA_DESCRIBER_AZURE_CU }}
steps:
- name: Comment on pull request
uses: actions/github-script@v7
with:
script: |
github.rest.issues.createComment({
issue_number: context.issue.number,
owner: context.repo.owner,
repo: context.repo.repo,
body: "Starting evaluation! Check the Actions tab for progress, or wait for a comment with the results."
})
- name: Checkout pull request
uses: actions/checkout@v4
with:
ref: refs/pull/${{ github.event.issue.number }}/head
- name: Install uv
uses: astral-sh/setup-uv@v5
with:
enable-cache: true
version: "0.4.20"
cache-dependency-glob: "requirements**.txt"
python-version: "3.11"
- name: Setup node
uses: actions/setup-node@v4
with:
node-version: 18
- name: Install azd
uses: Azure/setup-azd@v2.0.0
- name: Login to Azure with az CLI
uses: azure/login@v2
with:
client-id: ${{ env.AZURE_CLIENT_ID }}
tenant-id: ${{ env.AZURE_TENANT_ID }}
subscription-id: ${{ env.AZURE_SUBSCRIPTION_ID }}
- name: Set az account
uses: azure/CLI@v2
with:
inlineScript: |
az account set --subscription ${{env.AZURE_SUBSCRIPTION_ID}}
- name: Login to with Azure with azd (Federated Credentials)
if: ${{ env.AZURE_CLIENT_ID != '' }}
run: |
azd auth login `
--client-id "$Env:AZURE_CLIENT_ID" `
--federated-credential-provider "github" `
--tenant-id "$Env:AZURE_TENANT_ID"
shell: pwsh
- name: Refresh azd environment variables
run: |
azd env refresh -e $AZURE_ENV_NAME --no-prompt
env:
AZD_INITIAL_ENVIRONMENT_CONFIG: ${{ secrets.AZD_INITIAL_ENVIRONMENT_CONFIG }}
- name: Build frontend
run: |
cd ./app/frontend
npm install
npm run build
- name: Install dependencies
run: |
uv pip install -r requirements-dev.txt
- name: Run local server in background
run: |
cd app/backend
RUNNER_TRACKING_ID="" && (nohup python3 -m quart --app main:app run --port 50505 > serverlogs.out 2> serverlogs.err &)
cd ../..
- name: Install evaluate dependencies
run: |
uv pip install -r evals/requirements.txt
- name: Evaluate local RAG flow
run: |
python evals/evaluate.py --targeturl=http://127.0.0.1:50505/chat --resultsdir=evals/results/pr${{ github.event.issue.number }}
- name: Upload eval results as build artifact
if: ${{ success() }}
uses: actions/upload-artifact@v4
with:
name: eval_result
path: ./evals/results/pr${{ github.event.issue.number }}
- name: Upload server logs as build artifact
uses: actions/upload-artifact@v4
with:
name: server_logs
path: ./app/backend/serverlogs.out
- name: Upload server error logs as build artifact
uses: actions/upload-artifact@v4
with:
name: server_error_logs
path: ./app/backend/serverlogs.err
- name: Summarize results
if: ${{ success() }}
run: |
echo "## Evaluation results" >> eval-summary.md
python -m evaltools summary evals/results --output=markdown >> eval-summary.md
echo "## Answer differences across runs" >> run-diff.md
python -m evaltools diff evals/results/baseline evals/results/pr${{ github.event.issue.number }} --output=markdown >> run-diff.md
cat eval-summary.md >> $GITHUB_STEP_SUMMARY
cat run-diff.md >> $GITHUB_STEP_SUMMARY
- name: Comment on pull request
uses: actions/github-script@v7
with:
script: |
const fs = require('fs');
const summaryPath = "eval-summary.md";
const summary = fs.readFileSync(summaryPath, 'utf8');
const runId = process.env.GITHUB_RUN_ID;
const repo = process.env.GITHUB_REPOSITORY;
const actionsUrl = `https://github.com/${repo}/actions/runs/${runId}`;
github.rest.issues.createComment({
issue_number: context.issue.number,
owner: context.repo.owner,
repo: context.repo.repo,
body: `${summary}\n\n[Check the workflow run for more details](${actionsUrl}).`
})