azure.yaml

# yaml-language-server: $schema=https://raw.githubusercontent.com/Azure/azure-dev/main/schemas/v1.0/azure.yaml.json

name: multimodal-llm-ai-processing-accelerator
metadata:
  template: multimodal-llm-ai-processing-accelerator@0.0.1
hooks:
  postprovision: 
    # Create all content understanding analyzers defined in the content_understanding_schemas.json file
    # This hook will only run if the Content Understanding resource is deployed and the endpoint URL is 
    # available in the "CONTENT_UNDERSTANDING_ENDPOINT" Bicep output (which is automatically set as
    # an env var when running this hook).
    posix:
      shell: sh
      run: |
        if [ -n "$CONTENT_UNDERSTANDING_ENDPOINT" ] && [ "$CONTENT_UNDERSTANDING_ENDPOINT" != "null" ]; then
          python ./function_app/create_content_understanding_analyzers.py
        else
          echo "Skipping Content Understanding analyzer creation - the resource has not been deployed and/or no endpoint URL is available in the Bicep outputs"
        fi
      interactive: true
      continueOnError: false
      
    windows:
      shell: pwsh
      run: |
        if ($env:CONTENT_UNDERSTANDING_ENDPOINT) {
          python ./function_app/create_content_understanding_analyzers.py
        } else {
          Write-Host "Skipping Content Understanding analyzer creation - the resource has not been deployed and/or no endpoint URL is available in the Bicep outputs"
        }
      interactive: true
      continueOnError: false
services:
  api:
    project: ./function_app/
    language: python
    host: function
    hooks:
      prepackage: 
        # Temporarily copy the requirements.txt to the function app directory so that it is packaged with the function app
        posix:
          shell: sh
          run: cp ../requirements.txt requirements.txt
          interactive: false
          continueOnError: false
        windows:
          shell: pwsh
          run: copy ../requirements.txt requirements.txt
          interactive: false
          continueOnError: false
      postpackage: 
        # Remove the requirements.txt file from the function app directory
        posix:
          shell: sh
          run: rm ./requirements.txt
          interactive: false
          continueOnError: false
        windows:
          shell: pwsh
          run: del ./requirements.txt
          interactive: false
          continueOnError: false
  webapp:
    project: ./demo_app/
    language: py
    host: appservice
    hooks:
      prepackage: 
        # Copy the requirements.txt and content_understanding_schemas.json files to the demo_app directory to give it knowledge of the deployed content understanding schemas,
        # and temporarily move the .env file since .webappignore (https://learn.microsoft.com/en-us/azure/developer/azure-developer-cli/service-packaging-ignore-files) does not seem to work.
        posix:
          shell: sh
          run: cp ../requirements.txt requirements.txt && cp ../function_app/config/content_understanding_schemas.json ./ && if [ -f "./.env" ]; then mv ./.env ../.demo_app.env.bak; fi
          interactive: false
          continueOnError: false
        windows:
          shell: pwsh
          run: copy ../requirements.txt requirements.txt; copy ../function_app/config/content_understanding_schemas.json ./; if (Test-Path -Path "./.env") { Move-Item -Path "./.env" -Destination "../.demo_app.env.bak" }
          interactive: false
          continueOnError: false
      postpackage: 
        # Remove the requirements.txt and content_understanding_schemas.json files from the demo_app directory and restore the .env file
        posix:
          shell: sh
          run: rm ./requirements.txt && rm ./content_understanding_schemas.json && if [ -f "../.demo_app.env.bak" ]; then mv ../.demo_app.env.bak ./.env; fi
          interactive: false
          continueOnError: false
        windows:
          shell: pwsh
          run: del ./requirements.txt; del ./content_understanding_schemas.json; if (Test-Path -Path "../.demo_app.env.bak") { Move-Item -Path "../.demo_app.env.bak" -Destination "./.env" }
          interactive: false
          continueOnError: false