Prompty, openai-messages-token-helper and tool calls #1
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 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}).` | |
| }) |