.Net: Updated streaming example of Azure chat completion with data #19719

Workflow file for this run

.github/workflows/python-integration-tests.yml at 7110004

	#
	# This workflow will run all python integrations tests.
	#

	name: Python Integration Tests

	on:
	workflow_dispatch:
	pull_request:
	branches: ["main"]
	merge_group:
	branches: ["main"]
	schedule:
	- cron: "0 0 * * *" # Run at midnight UTC daily

	permissions:
	contents: read
	id-token: "write"

	env:
	# Configure a constant location for the uv cache
	UV_CACHE_DIR: /tmp/.uv-cache

	jobs:
	paths-filter:
	runs-on: ubuntu-latest
	outputs:
	pythonChanges: ${{ steps.filter.outputs.python}}
	steps:
	- uses: actions/checkout@v4
	- uses: dorny/paths-filter@v2
	id: filter
	with:
	filters: \|
	python:
	- 'python/**'
	# run only if 'python' files were changed
	- name: python tests
	if: steps.filter.outputs.python == 'true'
	run: echo "Python file"
	# run only if not 'python' files were changed
	- name: not python tests
	if: steps.filter.outputs.python != 'true'
	run: echo "NOT python file"

	python-merge-gate:
	name: Python Pre-Merge Integration Tests
	needs: paths-filter
	if: github.event_name != 'pull_request' && github.event_name != 'schedule' && needs.paths-filter.outputs.pythonChanges == 'true'
	strategy:
	max-parallel: 1
	fail-fast: false
	matrix:
	python-version: ["3.11"]
	os: [ubuntu-latest]
	defaults:
	run:
	working-directory: python
	runs-on: ${{ matrix.os }}
	environment: "integration"
	env:
	HNSWLIB_NO_NATIVE: 1
	Python_Integration_Tests: Python_Integration_Tests
	AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME }} # azure-text-embedding-ada-002
	AZURE_OPENAI_CHAT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_CHAT_DEPLOYMENT_NAME }}
	AZURE_OPENAI_TEXT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_TEXT_DEPLOYMENT_NAME }}
	AZURE_OPENAI_AUDIO_TO_TEXT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_AUDIO_TO_TEXT_DEPLOYMENT_NAME }}
	AZURE_OPENAI_TEXT_TO_AUDIO_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_TEXT_TO_AUDIO_DEPLOYMENT_NAME }}
	AZURE_OPENAI_TEXT_TO_IMAGE_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_TEXT_TO_IMAGE_DEPLOYMENT_NAME }}
	AZURE_OPENAI_API_VERSION: ${{ vars.AZURE_OPENAI_API_VERSION }}
	AZURE_OPENAI_ENDPOINT: ${{ secrets.AZURE_OPENAI_ENDPOINT }}
	AZURE_OPENAI_AUDIO_TO_TEXT_ENDPOINT: ${{ secrets.AZURE_OPENAI_AUDIO_TO_TEXT_ENDPOINT }}
	AZURE_OPENAI_TEXT_TO_AUDIO_ENDPOINT: ${{ secrets.AZURE_OPENAI_TEXT_TO_AUDIO_ENDPOINT }}
	BING_API_KEY: ${{ secrets.BING_API_KEY }}
	OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI_CHAT_MODEL_ID }}
	OPENAI_TEXT_MODEL_ID: ${{ vars.OPENAI_TEXT_MODEL_ID }}
	OPENAI_EMBEDDING_MODEL_ID: ${{ vars.OPENAI_EMBEDDING_MODEL_ID }}
	OPENAI_AUDIO_TO_TEXT_MODEL_ID: ${{ vars.OPENAI_AUDIO_TO_TEXT_MODEL_ID }}
	OPENAI_TEXT_TO_AUDIO_MODEL_ID: ${{ vars.OPENAI_TEXT_TO_AUDIO_MODEL_ID }}
	OPENAI_TEXT_TO_IMAGE_MODEL_ID: ${{ vars.OPENAI_TEXT_TO_IMAGE_MODEL_ID }}
	OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
	PINECONE_API_KEY: ${{ secrets.PINECONE__APIKEY }}
	POSTGRES_CONNECTION_STRING: ${{secrets.POSTGRES__CONNECTIONSTR}}
	POSTGRES_MAX_POOL: ${{ vars.POSTGRES_MAX_POOL }}
	AZURE_AI_SEARCH_API_KEY: ${{secrets.AZURE_AI_SEARCH_API_KEY}}
	AZURE_AI_SEARCH_ENDPOINT: ${{secrets.AZURE_AI_SEARCH_ENDPOINT}}
	MONGODB_ATLAS_CONNECTION_STRING: ${{secrets.MONGODB_ATLAS_CONNECTION_STRING}}
	AZURE_KEY_VAULT_ENDPOINT: ${{secrets.AZURE_KEY_VAULT_ENDPOINT}}
	AZURE_KEY_VAULT_CLIENT_ID: ${{secrets.AZURE_KEY_VAULT_CLIENT_ID}}
	AZURE_KEY_VAULT_CLIENT_SECRET: ${{secrets.AZURE_KEY_VAULT_CLIENT_SECRET}}
	ACA_POOL_MANAGEMENT_ENDPOINT: ${{secrets.ACA_POOL_MANAGEMENT_ENDPOINT}}
	MISTRALAI_API_KEY: ${{secrets.MISTRALAI_API_KEY}}
	MISTRALAI_CHAT_MODEL_ID: ${{ vars.MISTRALAI_CHAT_MODEL_ID }}
	MISTRALAI_EMBEDDING_MODEL_ID: ${{ vars.MISTRALAI_EMBEDDING_MODEL_ID }}
	ANTHROPIC_API_KEY: ${{secrets.ANTHROPIC_API_KEY}}
	ANTHROPIC_CHAT_MODEL_ID: ${{ vars.ANTHROPIC_CHAT_MODEL_ID }}
	OLLAMA_CHAT_MODEL_ID: "${{ matrix.os == 'ubuntu-latest' && vars.OLLAMA_CHAT_MODEL_ID \|\| '' }}" # llava-phi3
	OLLAMA_CHAT_MODEL_ID_IMAGE: "${{ matrix.os == 'ubuntu-latest' && vars.OLLAMA_CHAT_MODEL_ID_IMAGE \|\| '' }}" # llava-phi3
	OLLAMA_CHAT_MODEL_ID_TOOL_CALL: "${{ matrix.os == 'ubuntu-latest' && vars.OLLAMA_CHAT_MODEL_ID_TOOL_CALL \|\| '' }}" # llama3.2
	OLLAMA_TEXT_MODEL_ID: "${{ matrix.os == 'ubuntu-latest' && vars.OLLAMA_TEXT_MODEL_ID \|\| '' }}" # llava-phi3
	OLLAMA_EMBEDDING_MODEL_ID: "${{ matrix.os == 'ubuntu-latest' && vars.OLLAMA_EMBEDDING_MODEL_ID \|\| '' }}" # nomic-embed-text
	GOOGLE_AI_GEMINI_MODEL_ID: ${{ vars.GOOGLE_AI_GEMINI_MODEL_ID }}
	GOOGLE_AI_EMBEDDING_MODEL_ID: ${{ vars.GOOGLE_AI_EMBEDDING_MODEL_ID }}
	GOOGLE_AI_API_KEY: ${{ secrets.GOOGLE_AI_API_KEY }}
	VERTEX_AI_PROJECT_ID: ${{ vars.VERTEX_AI_PROJECT_ID }}
	VERTEX_AI_GEMINI_MODEL_ID: ${{ vars.VERTEX_AI_GEMINI_MODEL_ID }}
	VERTEX_AI_EMBEDDING_MODEL_ID: ${{ vars.VERTEX_AI_EMBEDDING_MODEL_ID }}
	REDIS_CONNECTION_STRING: ${{ vars.REDIS_CONNECTION_STRING }}
	AZURE_COSMOS_DB_NO_SQL_URL: ${{ vars.AZURE_COSMOS_DB_NO_SQL_URL }}
	AZURE_COSMOS_DB_NO_SQL_KEY: ${{ secrets.AZURE_COSMOS_DB_NO_SQL_KEY }}
	steps:
	- uses: actions/checkout@v4
	- name: Set up uv
	uses: astral-sh/setup-uv@v3
	with:
	version: "0.4.30"
	enable-cache: true
	cache-suffix: ${{ runner.os }}-${{ matrix.python-version }}
	- name: Install dependencies with hnswlib native disabled
	if: matrix.os == 'macos-latest' && matrix.python-version == '3.11'
	run: \|
	export HNSWLIB_NO_NATIVE=1
	uv sync --all-extras --dev
	- name: Install dependencies with hnswlib native enabled
	if: matrix.os != 'macos-latest' \|\| matrix.python-version != '3.11'
	run: \|
	uv sync --all-extras --dev
	- name: Install Ollama
	if: matrix.os == 'ubuntu-latest'
	run: \|
	curl -fsSL https://ollama.com/install.sh \| sh
	ollama serve &
	sleep 5
	- name: Pull model in Ollama
	if: matrix.os == 'ubuntu-latest'
	run: \|
	ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID }}
	ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID_IMAGE }}
	ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID_TOOL_CALL }}
	ollama pull ${{ vars.OLLAMA_TEXT_MODEL_ID }}
	ollama pull ${{ vars.OLLAMA_EMBEDDING_MODEL_ID }}
	ollama list
	- name: Google auth
	uses: google-github-actions/auth@v2
	with:
	project_id: ${{ vars.VERTEX_AI_PROJECT_ID }}
	credentials_json: ${{ secrets.VERTEX_AI_SERVICE_ACCOUNT_KEY }}
	- name: Set up gcloud
	uses: google-github-actions/setup-gcloud@v2
	- name: Configure AWS Credentials
	uses: aws-actions/configure-aws-credentials@v4
	with:
	aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
	aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
	aws-region: ${{ vars.AWS_REGION }}
	- name: Setup Redis Stack Server
	if: matrix.os == 'ubuntu-latest'
	run: docker run -d --name redis-stack-server -p 6379:6379 redis/redis-stack-server:latest
	- name: Setup Weaviate docker deployment
	run: docker run -d -p 8080:8080 -p 50051:50051 cr.weaviate.io/semitechnologies/weaviate:1.26.6
	- name: Start Azure Cosmos DB emulator
	if: matrix.os == 'windows-latest'
	run: \|
	Write-Host "Launching Cosmos DB Emulator"
	Import-Module "$env:ProgramFiles\Azure Cosmos DB Emulator\PSModules\Microsoft.Azure.CosmosDB.Emulator"
	Start-CosmosDbEmulator
	- name: Azure CLI Login
	if: github.event_name != 'pull_request'
	uses: azure/login@v2
	with:
	client-id: ${{ secrets.AZURE_CLIENT_ID }}
	tenant-id: ${{ secrets.AZURE_TENANT_ID }}
	subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
	- name: Run Integration Tests - Completions
	id: run_tests_completions
	timeout-minutes: 15
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/completions -v --junitxml=pytest-completions.xml
	- name: Run Integration Tests - Embeddings
	id: run_tests_embeddings
	timeout-minutes: 5
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/embeddings -v --junitxml=pytest-embeddings.xml
	- name: Run Integration Tests - Memory
	id: run_tests_memory
	timeout-minutes: 10
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/memory -v --junitxml=pytest-memory.xml
	- name: Run Integration Tests - Cross Language
	id: run_tests_cross_language
	timeout-minutes: 5
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/cross_language -v --junitxml=pytest-cross.xml
	- name: Run Integration Tests - Planning
	id: run_tests_planning
	timeout-minutes: 5
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/planning -v --junitxml=pytest-planning.xml
	- name: Run Integration Tests - Samples
	id: run_tests_samples
	timeout-minutes: 5
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/samples -v --junitxml=pytest-samples.xml
	- name: Surface failing tests
	if: always()
	uses: pmeier/pytest-results-action@main
	with:
	path: python/pytest-*.xml
	summary: true
	display-options: fEX
	fail-on-empty: true
	title: Test results
	- name: Minimize uv cache
	run: uv cache prune --ci

	python-integration-tests:
	needs: paths-filter
	if: (github.event_name == 'schedule' \|\| github.event_name == 'workflow_dispatch') && needs.paths-filter.outputs.pythonChanges == 'true'
	strategy:
	max-parallel: 1
	fail-fast: false
	matrix:
	python-version: ["3.10", "3.11", "3.12"]
	os: [ubuntu-latest, windows-latest, macos-latest]
	defaults:
	run:
	working-directory: python
	runs-on: ${{ matrix.os }}
	environment: "integration"
	env:
	HNSWLIB_NO_NATIVE: 1
	Python_Integration_Tests: Python_Integration_Tests
	AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME }} # azure-text-embedding-ada-002
	AZURE_OPENAI_CHAT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_CHAT_DEPLOYMENT_NAME }}
	AZURE_OPENAI_TEXT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_TEXT_DEPLOYMENT_NAME }}
	AZURE_OPENAI_AUDIO_TO_TEXT_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_AUDIO_TO_TEXT_DEPLOYMENT_NAME }}
	AZURE_OPENAI_TEXT_TO_AUDIO_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_TEXT_TO_AUDIO_DEPLOYMENT_NAME }}
	AZURE_OPENAI_TEXT_TO_IMAGE_DEPLOYMENT_NAME: ${{ vars.AZURE_OPENAI_TEXT_TO_IMAGE_DEPLOYMENT_NAME }}
	AZURE_OPENAI_API_VERSION: ${{ vars.AZURE_OPENAI_API_VERSION }}
	AZURE_OPENAI_ENDPOINT: ${{ secrets.AZURE_OPENAI_ENDPOINT }}
	AZURE_OPENAI_AUDIO_TO_TEXT_ENDPOINT: ${{ secrets.AZURE_OPENAI_AUDIO_TO_TEXT_ENDPOINT }}
	AZURE_OPENAI_TEXT_TO_AUDIO_ENDPOINT: ${{ secrets.AZURE_OPENAI_TEXT_TO_AUDIO_ENDPOINT }}
	BING_API_KEY: ${{ secrets.BING_API_KEY }}
	OPENAI_CHAT_MODEL_ID: ${{ vars.OPENAI_CHAT_MODEL_ID }}
	OPENAI_TEXT_MODEL_ID: ${{ vars.OPENAI_TEXT_MODEL_ID }}
	OPENAI_EMBEDDING_MODEL_ID: ${{ vars.OPENAI_EMBEDDING_MODEL_ID }}
	OPENAI_AUDIO_TO_TEXT_MODEL_ID: ${{ vars.OPENAI_AUDIO_TO_TEXT_MODEL_ID }}
	OPENAI_TEXT_TO_AUDIO_MODEL_ID: ${{ vars.OPENAI_TEXT_TO_AUDIO_MODEL_ID }}
	OPENAI_TEXT_TO_IMAGE_MODEL_ID: ${{ vars.OPENAI_TEXT_TO_IMAGE_MODEL_ID }}
	OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
	PINECONE_API_KEY: ${{ secrets.PINECONE__APIKEY }}
	POSTGRES_CONNECTION_STRING: ${{secrets.POSTGRES__CONNECTIONSTR}}
	POSTGRES_MAX_POOL: ${{ vars.POSTGRES_MAX_POOL }}
	AZURE_AI_SEARCH_API_KEY: ${{secrets.AZURE_AI_SEARCH_API_KEY}}
	AZURE_AI_SEARCH_ENDPOINT: ${{secrets.AZURE_AI_SEARCH_ENDPOINT}}
	MONGODB_ATLAS_CONNECTION_STRING: ${{secrets.MONGODB_ATLAS_CONNECTION_STRING}}
	AZURE_KEY_VAULT_ENDPOINT: ${{secrets.AZURE_KEY_VAULT_ENDPOINT}}
	AZURE_KEY_VAULT_CLIENT_ID: ${{secrets.AZURE_KEY_VAULT_CLIENT_ID}}
	AZURE_KEY_VAULT_CLIENT_SECRET: ${{secrets.AZURE_KEY_VAULT_CLIENT_SECRET}}
	ACA_POOL_MANAGEMENT_ENDPOINT: ${{secrets.ACA_POOL_MANAGEMENT_ENDPOINT}}
	MISTRALAI_API_KEY: ${{secrets.MISTRALAI_API_KEY}}
	MISTRALAI_CHAT_MODEL_ID: ${{ vars.MISTRALAI_CHAT_MODEL_ID }}
	MISTRALAI_EMBEDDING_MODEL_ID: ${{ vars.MISTRALAI_EMBEDDING_MODEL_ID }}
	ANTHROPIC_API_KEY: ${{secrets.ANTHROPIC_API_KEY}}
	ANTHROPIC_CHAT_MODEL_ID: ${{ vars.ANTHROPIC_CHAT_MODEL_ID }}
	OLLAMA_CHAT_MODEL_ID: "${{ matrix.os == 'ubuntu-latest' && vars.OLLAMA_CHAT_MODEL_ID \|\| '' }}" # llava-phi3
	OLLAMA_CHAT_MODEL_ID_IMAGE: "${{ matrix.os == 'ubuntu-latest' && vars.OLLAMA_CHAT_MODEL_ID_IMAGE \|\| '' }}" # llava-phi3
	OLLAMA_CHAT_MODEL_ID_TOOL_CALL: "${{ matrix.os == 'ubuntu-latest' && vars.OLLAMA_CHAT_MODEL_ID_TOOL_CALL \|\| '' }}" # llama3.2
	OLLAMA_TEXT_MODEL_ID: "${{ matrix.os == 'ubuntu-latest' && vars.OLLAMA_TEXT_MODEL_ID \|\| '' }}" # llava-phi3
	OLLAMA_EMBEDDING_MODEL_ID: "${{ matrix.os == 'ubuntu-latest' && vars.OLLAMA_EMBEDDING_MODEL_ID \|\| '' }}" # nomic-embed-text
	GOOGLE_AI_GEMINI_MODEL_ID: ${{ vars.GOOGLE_AI_GEMINI_MODEL_ID }}
	GOOGLE_AI_EMBEDDING_MODEL_ID: ${{ vars.GOOGLE_AI_EMBEDDING_MODEL_ID }}
	GOOGLE_AI_API_KEY: ${{ secrets.GOOGLE_AI_API_KEY }}
	VERTEX_AI_PROJECT_ID: ${{ vars.VERTEX_AI_PROJECT_ID }}
	VERTEX_AI_GEMINI_MODEL_ID: ${{ vars.VERTEX_AI_GEMINI_MODEL_ID }}
	VERTEX_AI_EMBEDDING_MODEL_ID: ${{ vars.VERTEX_AI_EMBEDDING_MODEL_ID }}
	REDIS_CONNECTION_STRING: ${{ vars.REDIS_CONNECTION_STRING }}
	AZURE_COSMOS_DB_NO_SQL_URL: ${{ vars.AZURE_COSMOS_DB_NO_SQL_URL }}
	AZURE_COSMOS_DB_NO_SQL_KEY: ${{ secrets.AZURE_COSMOS_DB_NO_SQL_KEY }}
	steps:
	- uses: actions/checkout@v4
	- name: Set up uv
	uses: astral-sh/setup-uv@v3
	with:
	version: "0.4.30"
	enable-cache: true
	cache-suffix: ${{ runner.os }}-${{ matrix.python-version }}
	- name: Install dependencies with hnswlib native disabled
	if: matrix.os == 'macos-latest' && matrix.python-version == '3.11'
	run: \|
	export HNSWLIB_NO_NATIVE=1
	uv sync --all-extras --dev
	- name: Install dependencies with hnswlib native enabled
	if: matrix.os != 'macos-latest' \|\| matrix.python-version != '3.11'
	run: \|
	uv sync --all-extras --dev
	- name: Install Ollama
	if: matrix.os == 'ubuntu-latest'
	run: \|
	curl -fsSL https://ollama.com/install.sh \| sh
	ollama serve &
	sleep 5
	- name: Pull model in Ollama
	if: matrix.os == 'ubuntu-latest'
	run: \|
	ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID }}
	ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID_IMAGE }}
	ollama pull ${{ vars.OLLAMA_CHAT_MODEL_ID_TOOL_CALL }}
	ollama pull ${{ vars.OLLAMA_TEXT_MODEL_ID }}
	ollama pull ${{ vars.OLLAMA_EMBEDDING_MODEL_ID }}
	ollama list
	- name: Google auth
	uses: google-github-actions/auth@v2
	with:
	project_id: ${{ vars.VERTEX_AI_PROJECT_ID }}
	credentials_json: ${{ secrets.VERTEX_AI_SERVICE_ACCOUNT_KEY }}
	- name: Set up gcloud
	uses: google-github-actions/setup-gcloud@v2
	- name: Configure AWS Credentials
	uses: aws-actions/configure-aws-credentials@v4
	with:
	aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
	aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
	aws-region: ${{ vars.AWS_REGION }}
	- name: Setup Redis Stack Server
	if: matrix.os == 'ubuntu-latest'
	run: docker run -d --name redis-stack-server -p 6379:6379 redis/redis-stack-server:latest
	- name: Setup Weaviate docker deployment
	run: docker run -d -p 8080:8080 -p 50051:50051 cr.weaviate.io/semitechnologies/weaviate:1.26.6
	- name: Start Azure Cosmos DB emulator
	if: matrix.os == 'windows-latest'
	run: \|
	Write-Host "Launching Cosmos DB Emulator"
	Import-Module "$env:ProgramFiles\Azure Cosmos DB Emulator\PSModules\Microsoft.Azure.CosmosDB.Emulator"
	Start-CosmosDbEmulator
	- name: Azure CLI Login
	if: github.event_name != 'pull_request'
	uses: azure/login@v2
	with:
	client-id: ${{ secrets.AZURE_CLIENT_ID }}
	tenant-id: ${{ secrets.AZURE_TENANT_ID }}
	subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
	- name: Run Integration Tests - Completions
	id: run_tests_completions
	timeout-minutes: 10
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/completions -v --junitxml=pytest-completions.xml
	- name: Run Integration Tests - Embeddings
	id: run_tests_embeddings
	timeout-minutes: 5
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/embeddings -v --junitxml=pytest-embeddings.xml
	- name: Run Integration Tests - Memory
	id: run_tests_memory
	timeout-minutes: 5
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/memory -v --junitxml=pytest-memory.xml
	- name: Run Integration Tests - Cross Language
	id: run_tests_cross_language
	timeout-minutes: 5
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/cross_language -v --junitxml=pytest-cross.xml
	- name: Run Integration Tests - Planning
	id: run_tests_planning
	timeout-minutes: 5
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/integration/planning -v --junitxml=pytest-planning.xml
	- name: Run Integration Tests - Samples
	id: run_tests_samples
	timeout-minutes: 5
	shell: bash
	run: \|
	uv run pytest -n logical --dist loadfile --dist worksteal ./tests/samples -v --junitxml=pytest-samples.xml
	- name: Surface failing tests
	if: always()
	uses: pmeier/pytest-results-action@main
	with:
	path: python/pytest-*.xml
	summary: true
	display-options: fEX
	fail-on-empty: true
	title: Test results
	- name: Minimize uv cache
	run: uv cache prune --ci

	# This final job is required to satisfy the merge queue. It must only run (or succeed) if no tests failed
	python-integration-tests-check:
	if: always()
	runs-on: ubuntu-latest
	strategy:
	max-parallel: 1
	fail-fast: false
	needs: [python-merge-gate, python-integration-tests]
	steps:
	- name: Get Date
	shell: bash
	run: \|
	echo "date=$(date +'%m/%d/%Y %H:%M:%S')" >> "$GITHUB_ENV"

	- name: Run Type is Daily
	if: ${{ github.event_name == 'schedule' }}
	shell: bash
	run: \|
	echo "run_type=Daily" >> "$GITHUB_ENV"

	- name: Run Type is Manual
	if: ${{ github.event_name == 'workflow_dispatch' }}
	shell: bash
	run: \|
	echo "run_type=Manual" >> "$GITHUB_ENV"

	- name: Run Type is ${{ github.event_name }}
	if: ${{ github.event_name != 'schedule' && github.event_name != 'workflow_dispatch'}}
	shell: bash
	run: \|
	echo "run_type=${{ github.event_name }}" >> "$GITHUB_ENV"

	- name: Fail workflow if tests failed
	id: check_tests_failed
	if: contains(join(needs.*.result, ','), 'failure')
	uses: actions/github-script@v6
	with:
	script: core.setFailed('Integration Tests Failed!')

	- name: Fail workflow if tests cancelled
	id: check_tests_cancelled
	if: contains(join(needs.*.result, ','), 'cancelled')
	uses: actions/github-script@v6
	with:
	script: core.setFailed('Integration Tests Cancelled!')

	- name: Microsoft Teams Notification
	uses: skitionek/notify-microsoft-teams@master
	if: github.ref == 'refs/heads/main' && github.event_name != 'pull_request'
	with:
	webhook_url: ${{ secrets.MSTEAMS_WEBHOOK }}
	dry_run: ${{ env.run_type != 'Daily' && env.run_type != 'Manual'}}
	job: ${{ toJson(job) }}
	steps: ${{ toJson(steps) }}
	overwrite: "{title: ` ${{ env.run_type }}: ${{ env.date }} `, text: ` ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}`}"

	- name: Microsoft Teams Notification (Dry Run)
	uses: skitionek/notify-microsoft-teams@master
	if: github.ref != 'refs/heads/main'
	with:
	webhook_url: NONE
	dry_run: ${{ env.run_type != 'Daily' && env.run_type != 'Manual'}}
	job: ${{ toJson(job) }}
	steps: ${{ toJson(steps) }}
	overwrite: "{title: ` ${{ env.run_type }}: ${{ env.date }} `, text: ` ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}`}"

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.Net: Updated streaming example of Azure chat completion with data #19719

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.Net: Updated streaming example of Azure chat completion with data #19719

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