Trustworthy ai demo #309
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: Evaluate | |
| on: | |
| workflow_dispatch: | |
| push: | |
| # Run when commits are pushed to mainline branch (main or master) | |
| # Set this to the mainline branch you are using | |
| branches: | |
| - main | |
| - ignite2024 | |
| pull_request: | |
| # Run when pull requests are opened or updated | |
| branches: | |
| - main | |
| - ignite2024 | |
| # Set up permissions for deploying with secretless Azure federated credentials | |
| # https://learn.microsoft.com/en-us/azure/developer/github/connect-from-azure?tabs=azure-portal%2Clinux#set-up-azure-login-with-openid-connect-authentication | |
| permissions: | |
| id-token: write | |
| contents: read | |
| jobs: | |
| evaluate: | |
| runs-on: ubuntu-latest | |
| env: | |
| AZURE_CLIENT_ID: ${{ vars.AZURE_CLIENT_ID }} | |
| AZURE_TENANT_ID: ${{ vars.AZURE_TENANT_ID }} | |
| AZURE_SUBSCRIPTION_ID: ${{ vars.AZURE_SUBSCRIPTION_ID }} | |
| AZURE_AI_PROJECT_NAME: ${{ vars.AZURE_AI_PROJECT_NAME }} | |
| AZURE_CREDENTIALS: ${{ secrets.AZURE_CREDENTIALS }} | |
| AZURE_LOCATION: ${{ vars.AZURE_LOCATION }} | |
| AZURE_OPENAI_ENDPOINT: ${{ vars.AZURE_OPENAI_ENDPOINT }} | |
| AZURE_OPENAI_API_VERSION: ${{ vars.AZURE_OPENAI_API_VERSION }} | |
| AZURE_OPENAI_4_EVAL_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_4_EVAL_DEPLOYMENT_NAME }} | |
| AZURE_OPENAI_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_DEPLOYMENT_NAME }} | |
| AZURE_OPENAI_35_TURBO_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_35_TURBO_DEPLOYMENT_NAME }} | |
| AZURE_RESOURCE_GROUP: ${{ vars.AZURE_RESOURCE_GROUP }} | |
| AZURE_SEARCH_ENDPOINT: ${{ vars.AZURE_SEARCH_ENDPOINT }} | |
| AZURE_OPENAI_NAME: ${{ vars.AZURE_OPENAI_NAME }} | |
| BING_SEARCH_ENDPOINT: ${{ vars.BING_SEARCH_ENDPOINT }} | |
| BING_SEARCH_KEY: ${{ secrets.BING_SEARCH_KEY }} | |
| EVAL_CONFIG_FILE_PATH: ${{ github.workspace }}/evaluate-config.json | |
| GENAI_EVALS_INPUT_FILE_PATH: ${{ github.workspace }}/src/api/evaluate/eval_results.jsonl | |
| GENAI_EVALS_OUTPUT_FILE_PATH: ${{ github.workspace }}/src/api/evaluate/genai_evals_data.jsonl | |
| steps: | |
| - name: checkout repo content | |
| uses: actions/checkout@v4 # checkout the repository content | |
| - name: Install azd | |
| uses: Azure/[email protected] | |
| - name: setup python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10' # install the python version needed | |
| - name: install python packages | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r src/api/requirements.txt | |
| - name: Azure login | |
| 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: evaluate orchestrator | |
| working-directory: ./src/api | |
| run: | | |
| python -m evaluate.evaluate | |
| - name: Upload eval results as build artifact | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: eval_result | |
| path: ./src/api/evaluate/eval_results.jsonl | |
| - name: Upload image eval results as build artifact | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: eval_image_result | |
| path: ./src/api/evaluate/image_eval_results.jsonl | |
| - name: Convert to microsoft/genai-evals Data Format | |
| run: | | |
| python -m src.api.evaluate.genai_evals_convert ${{ env.GENAI_EVALS_INPUT_FILE_PATH }} ${{ env.GENAI_EVALS_OUTPUT_FILE_PATH }} | |
| - name: Prepare AI evaluation configuration file | |
| run: | | |
| cat > ${{ env.EVAL_CONFIG_FILE_PATH }}<<EOF | |
| { | |
| "data": "${{ env.GENAI_EVALS_OUTPUT_FILE_PATH }}", | |
| "evaluators": { | |
| "coherence": "CoherenceEvaluator", | |
| "fluency": "FluencyEvaluator" | |
| }, | |
| "ai_model_configuration": { | |
| "type": "azure_openai", | |
| "azure_endpoint": "${{ vars.AZURE_OPENAI_ENDPOINT }}", | |
| "azure_deployment": "${{ vars.AZURE_OPENAI_DEPLOYMENT_NAME }}", | |
| "api_version": "${{ vars.AZURE_OPENAI_API_VERSION }}" | |
| } | |
| } | |
| EOF | |
| - name: Text Evaluation Summary | |
| id: run-ai-evaluation | |
| uses: microsoft/genai-evals@users/daviwu/ignite2024 | |
| with: | |
| evaluate-configuration: ${{ env.EVAL_CONFIG_FILE_PATH }} | |
| show-summary: true | |
| show-raw-output: true | |
| - name: Image Evaluation Summary | |
| if: ${{ success() }} | |
| working-directory: ./src/api | |
| run: | | |
| echo "" >> $GITHUB_STEP_SUMMARY | |
| echo "# 📊 Image Evaluation Results" >> $GITHUB_STEP_SUMMARY | |
| cat evaluate/image_eval_results.md >> $GITHUB_STEP_SUMMARY |