Trustworthy ai demo #308
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| 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 |