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.NET: Python: Azure Functions feature branch (#1916)
* Python: Add Scaffolding for Durable AzureFunctions package to Agent Framework (#1823) * Add scafolding * update readme * add code owners and label * update owners * .NET: Durable extension: initial src and unit tests (#1900) * Python: Add Durable Agent Wrapper code (#1913) * add initial changes * Move code and add single sample * Update logger * Remove unused code * address PR comments * cleanup code and address comments --------- Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com> * Azure Functions .NET samples (#1939) * Python: Add Unit tests for Azurefunctions package (#1976) * Add Unit tests for Azurefunctions * remove duplicate import * .NET: [Feature Branch] Migrate state schema updates and support for agents as MCP tools (#1979) * Python: Add more samples for Azure Functions (#1980) * Move all samples * fix comments * remove dead lines * Make samples simpler * .NET: [Feature Branch] Durable Task extension integration tests (#2017) * .NET: [Feature Branch] Update OpenAI config for integration tests (#2063) * Python: Add Integration tests for AzureFunctions (#2020) * Add Integration tests * Remove DTS extension * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Add pyi file for type safety * Add samples in readme * Updated all readme instructions * Address comments * Update readmes * Fix requirements * Address comments --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * .NET: [Feature Branch] Update dotnet-build-and-test.yml to support integration tests (#2070) Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Fix DTS startup issue and improve logging (#2103) * .NET: [Feature Branch] Introduce Azure OpenAI config for .NET pipeline (#2106) Also fixes an issue where we were trying to start docker containers for integration tests on Windows, which doesn't work. Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Fix uv.lock after merge * Python: Add README for Azure Functions samples setup (#2100) * Add README for Azure Functions samples setup Added setup instructions for Azure Functions samples, including environment setup, virtual environment creation, and running samples. * Update python/samples/getting_started/azure_functions/README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestion from @Copilot Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Laveesh Rohra <larohra@microsoft.com> * Fix or remove broken markdown file links (#2115) * .NET: [Feature Branch] Update HTTP API to be consistent across languages (#2118) * Python: Fix AzureFunctions Integration Tests (#2116) * Add Identity Auth to samples * Update python/samples/getting_started/azure_functions/README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/samples/getting_started/azure_functions/01_single_agent/function_app.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/samples/getting_started/azure_functions/02_multi_agent/function_app.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/samples/getting_started/azure_functions/06_multi_agent_orchestration_conditionals/README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Python: Fix Http Schema (#2112) * Rename to threadid * Respond in plain text * Make snake-case * Add http prefix * rename to wait-for-response * Add query param check * address comments * .NET: Remove IsPackable=false in preparation for nuget release (#2142) * Python: Move `azurefunctions` to `azure` for import (#2141) * Move import to Azure * fix mypy * Update python/packages/azurefunctions/README.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Add missing types * Address comments --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/packages/azurefunctions/pyproject.toml Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/packages/azurefunctions/agent_framework_azurefunctions/__init__.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Fix imports * Address PR feedback from westey-m (#2150) - Adds a link from the /dotnet/samples/README.md to /dotnet/samples/AzureFunctions - Make DurableAgentThread deserialization internal for future-proofing - Update JSON serialization logic to address recently discovered issues with source generator serialization * Address comments (#2160) --------- Co-authored-by: Laveesh Rohra <larohra@microsoft.com> Co-authored-by: Chris Gillum <cgillum@microsoft.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Anirudh Garg <anirudhg@microsoft.com>
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‎.github/CODEOWNERS‎

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# Code ownership assignments
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# https://docs.github.com/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-code-owners
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python/packages/azurefunctions/ @microsoft/agentframework-durabletask-developers

‎.github/actions/azure-functions-integration-setup/action.yml‎

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name: Azure Functions Integration Test Setup
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description: Prepare local emulators and tools for Azure Functions integration tests
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runs:
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using: "composite"
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steps:
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- name: Start Durable Task Scheduler Emulator
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shell: bash
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run: |
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if [ "$(docker ps -aq -f name=dts-emulator)" ]; then
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echo "Stopping and removing existing Durable Task Scheduler Emulator"
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docker rm -f dts-emulator
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fi
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echo "Starting Durable Task Scheduler Emulator"
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docker run -d --name dts-emulator -p 8080:8080 -p 8082:8082 mcr.microsoft.com/dts/dts-emulator:latest
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echo "Waiting for Durable Task Scheduler Emulator to be ready"
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timeout 30 bash -c 'until curl --silent http://localhost:8080/healthz; do sleep 1; done'
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echo "Durable Task Scheduler Emulator is ready"
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- name: Start Azurite (Azure Storage emulator)
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shell: bash
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run: |
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if [ "$(docker ps -aq -f name=azurite)" ]; then
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echo "Stopping and removing existing Azurite (Azure Storage emulator)"
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docker rm -f azurite
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fi
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echo "Starting Azurite (Azure Storage emulator)"
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docker run -d --name azurite -p 10000:10000 -p 10001:10001 -p 10002:10002 mcr.microsoft.com/azure-storage/azurite
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echo "Waiting for Azurite (Azure Storage emulator) to be ready"
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timeout 30 bash -c 'until curl --silent http://localhost:10000/devstoreaccount1; do sleep 1; done'
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echo "Azurite (Azure Storage emulator) is ready"
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- name: Install Azure Functions Core Tools
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shell: bash
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run: |
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echo "Installing Azure Functions Core Tools"
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npm install -g azure-functions-core-tools@4 --unsafe-perm true
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func --version

‎.github/workflows/dotnet-build-and-test.yml‎

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tenant-id: ${{ secrets.AZURE_TENANT_ID }}
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subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
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# This setup action is required for both Durable Task and Azure Functions integration tests.
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# We only run it on Ubuntu since the Durable Task and Azure Functions features are not available
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# on .NET Framework (net472) which is what we use the Windows runner for.
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- name: Set up Durable Task and Azure Functions Integration Test Emulators
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if: github.event_name != 'pull_request' && matrix.integration-tests && matrix.os == 'ubuntu-latest'
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uses: ./.github/actions/azure-functions-integration-setup
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id: azure-functions-setup
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- name: Run Integration Tests
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shell: bash
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if: github.event_name != 'pull_request' && matrix.integration-tests
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OpenAI__ApiKey: ${{ secrets.OPENAI__APIKEY }}
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OpenAI__ChatModelId: ${{ vars.OPENAI__CHATMODELID }}
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OpenAI__ChatReasoningModelId: ${{ vars.OPENAI__CHATREASONINGMODELID }}
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# Azure OpenAI Models
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AZURE_OPENAI_CHAT_DEPLOYMENT_NAME: ${{ vars.AZUREOPENAI__CHATDEPLOYMENTNAME }}
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AZURE_OPENAI_ENDPOINT: ${{ vars.AZUREOPENAI__ENDPOINT }}
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# Azure AI Foundry
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AzureAI__Endpoint: ${{ secrets.AZUREAI__ENDPOINT }}
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AzureAI__DeploymentName: ${{ vars.AZUREAI__DEPLOYMENTNAME }}

‎.github/workflows/python-merge-tests.yml‎

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AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME: ${{ vars.AZUREOPENAI__RESPONSESDEPLOYMENTNAME }}
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AZURE_OPENAI_ENDPOINT: ${{ vars.AZUREOPENAI__ENDPOINT }}
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LOCAL_MCP_URL: ${{ vars.LOCAL_MCP__URL }}
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# For Azure Functions integration tests
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FUNCTIONS_WORKER_RUNTIME: "python"
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DURABLE_TASK_SCHEDULER_CONNECTION_STRING: "Endpoint=http://localhost:8080;TaskHub=default;Authentication=None"
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AzureWebJobsStorage: "UseDevelopmentStorage=true"
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defaults:
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run:
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working-directory: python
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client-id: ${{ secrets.AZURE_CLIENT_ID }}
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tenant-id: ${{ secrets.AZURE_TENANT_ID }}
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subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
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- name: Set up Azure Functions Integration Test Emulators
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uses: ./.github/actions/azure-functions-integration-setup
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id: azure-functions-setup
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- name: Test with pytest
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timeout-minutes: 10
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run: uv run poe all-tests -n logical --dist loadfile --dist worksteal --timeout 300 --retries 3 --retry-delay 10

‎.gitignore‎

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.claude/
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WARP.md
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# Azurite storage emulator files
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*/__azurite_db_blob__.json
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*/__azurite_db_blob_extent__.json
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*/__azurite_db_queue__.json
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*/__azurite_db_queue_extent__.json
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*/__azurite_db_table__.json
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*/__blobstorage__/
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*/__queuestorage__/
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# Azure Functions local settings
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local.settings.json
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# Frontend
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**/frontend/node_modules/
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**/frontend/.vite/
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**/frontend/dist/
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# Database files
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*.db
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*.db

‎dotnet/Directory.Packages.props‎

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<PackageVersion Include="Microsoft.Bot.ObjectModel.Json" Version="1.2025.1003.2" />
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<PackageVersion Include="Microsoft.Bot.ObjectModel.PowerFx" Version="1.2025.1003.2" />
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<PackageVersion Include="Microsoft.PowerFx.Interpreter" Version="1.4.0" />
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<!-- Durable Task -->
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<PackageVersion Include="Microsoft.DurableTask.Client" Version="1.16.2" />
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<PackageVersion Include="Microsoft.DurableTask.Client.AzureManaged" Version="1.16.2-preview.1" />
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<PackageVersion Include="Microsoft.DurableTask.Worker" Version="1.16.2" />
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<PackageVersion Include="Microsoft.DurableTask.Worker.AzureManaged" Version="1.16.2-preview.1" />
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<!-- Azure Functions -->
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<PackageVersion Include="Microsoft.Azure.Functions.Worker" Version="2.2.0" />
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<PackageVersion Include="Microsoft.Azure.Functions.Worker.ApplicationInsights" Version="2.0.0" />
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<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" Version="1.9.0" />
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<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" Version="1.0.0" />
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<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.Http" Version="3.3.0" />
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<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" Version="2.1.0" />
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<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.Mcp" Version="1.0.0" />
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<PackageVersion Include="Microsoft.Azure.Functions.Worker.Sdk" Version="2.0.5" />
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<!-- Community -->
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<PackageVersion Include="System.Linq.Async" Version="6.0.3" />
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<!-- Test -->

‎dotnet/agent-framework-dotnet.slnx‎

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<Project Path="samples/AGUIClientServer/AGUIDojoServer/AGUIDojoServer.csproj" />
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<Project Path="samples/AGUIClientServer/AGUIServer/AGUIServer.csproj" />
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</Folder>
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<Folder Name="/Samples/AzureFunctions/">
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<File Path="samples/AzureFunctions/.editorconfig" />
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<File Path="samples/AzureFunctions/README.md" />
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<Project Path="samples/AzureFunctions/01_SingleAgent/01_SingleAgent.csproj" />
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<Project Path="samples/AzureFunctions/02_AgentOrchestration_Chaining/02_AgentOrchestration_Chaining.csproj" />
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<Project Path="samples/AzureFunctions/03_AgentOrchestration_Concurrency/03_AgentOrchestration_Concurrency.csproj" />
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<Project Path="samples/AzureFunctions/04_AgentOrchestration_Conditionals/04_AgentOrchestration_Conditionals.csproj" />
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<Project Path="samples/AzureFunctions/05_AgentOrchestration_HITL/05_AgentOrchestration_HITL.csproj" />
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<Project Path="samples/AzureFunctions/06_LongRunningTools/06_LongRunningTools.csproj" />
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<Project Path="samples/AzureFunctions/07_AgentAsMcpTool/07_AgentAsMcpTool.csproj" />
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</Folder>
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<Folder Name="/Samples/GettingStarted/">
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<File Path="samples/GettingStarted/README.md" />
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</Folder>
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<Project Path="src/Microsoft.Agents.AI.AzureAI.Persistent/Microsoft.Agents.AI.AzureAI.Persistent.csproj" />
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<Project Path="src/Microsoft.Agents.AI.CopilotStudio/Microsoft.Agents.AI.CopilotStudio.csproj" />
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<Project Path="src/Microsoft.Agents.AI.DevUI/Microsoft.Agents.AI.DevUI.csproj" />
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<Project Path="src/Microsoft.Agents.AI.DurableTask/Microsoft.Agents.AI.DurableTask.csproj" />
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<Project Path="src/Microsoft.Agents.AI.Hosting.A2A.AspNetCore/Microsoft.Agents.AI.Hosting.A2A.AspNetCore.csproj" />
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<Project Path="src/Microsoft.Agents.AI.Hosting.A2A/Microsoft.Agents.AI.Hosting.A2A.csproj" />
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<Project Path="src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj" />
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<Project Path="src/Microsoft.Agents.AI.Hosting.AzureFunctions/Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
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<Project Path="src/Microsoft.Agents.AI.Hosting.OpenAI/Microsoft.Agents.AI.Hosting.OpenAI.csproj" />
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<Project Path="src/Microsoft.Agents.AI.Hosting/Microsoft.Agents.AI.Hosting.csproj" />
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<Project Path="src/Microsoft.Agents.AI.Mem0/Microsoft.Agents.AI.Mem0.csproj" />
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<Project Path="tests/AgentConformance.IntegrationTests/AgentConformance.IntegrationTests.csproj" />
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<Project Path="tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistent.IntegrationTests.csproj" />
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<Project Path="tests/CopilotStudio.IntegrationTests/CopilotStudio.IntegrationTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.DurableTask.IntegrationTests/Microsoft.Agents.AI.DurableTask.IntegrationTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Hosting.AzureFunctions.IntegrationTests/Microsoft.Agents.AI.Hosting.AzureFunctions.IntegrationTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Mem0.IntegrationTests/Microsoft.Agents.AI.Mem0.IntegrationTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.csproj" />
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<Project Path="tests/OpenAIAssistant.IntegrationTests/OpenAIAssistant.IntegrationTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Abstractions.UnitTests/Microsoft.Agents.AI.Abstractions.UnitTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.AGUI.UnitTests/Microsoft.Agents.AI.AGUI.UnitTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.DurableTask.UnitTests/Microsoft.Agents.AI.DurableTask.UnitTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Hosting.A2A.UnitTests/Microsoft.Agents.AI.Hosting.A2A.UnitTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Hosting.AzureFunctions.UnitTests/Microsoft.Agents.AI.Hosting.AzureFunctions.UnitTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Hosting.UnitTests/Microsoft.Agents.AI.Hosting.UnitTests.csproj" />
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<Project Path="tests/Microsoft.Agents.AI.Mem0.UnitTests/Microsoft.Agents.AI.Mem0.UnitTests.csproj" />

‎dotnet/samples/AzureFunctions/.editorconfig‎

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# .editorconfig
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[*.cs]
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# See https://github.com/Azure/azure-functions-durable-extension/issues/3173
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dotnet_diagnostic.DURABLE0001.severity = none
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dotnet_diagnostic.DURABLE0002.severity = none
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dotnet_diagnostic.DURABLE0003.severity = none
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dotnet_diagnostic.DURABLE0004.severity = none
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dotnet_diagnostic.DURABLE0005.severity = none
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dotnet_diagnostic.DURABLE0006.severity = none

‎dotnet/samples/AzureFunctions/01_SingleAgent/01_SingleAgent.csproj‎

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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<TargetFramework>net9.0</TargetFramework>
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<AzureFunctionsVersion>v4</AzureFunctionsVersion>
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<OutputType>Exe</OutputType>
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<ImplicitUsings>enable</ImplicitUsings>
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<Nullable>enable</Nullable>
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<!-- The Functions build tools don't like namespaces that start with a number -->
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<AssemblyName>SingleAgent</AssemblyName>
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<RootNamespace>SingleAgent</RootNamespace>
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</PropertyGroup>
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<ItemGroup>
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<FrameworkReference Include="Microsoft.AspNetCore.App" />
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</ItemGroup>
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<!-- Azure Functions packages -->
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<ItemGroup>
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<PackageReference Include="Microsoft.Azure.Functions.Worker" />
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<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" />
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<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" />
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<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" />
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<PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" />
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</ItemGroup>
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<ItemGroup>
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<PackageReference Include="Azure.AI.OpenAI" />
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<PackageReference Include="Azure.Identity" />
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</ItemGroup>
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<!-- Local projects that should be switched to package references when using the sample outside of this MAF repo -->
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<!--
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<ItemGroup>
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<PackageReference Include="Microsoft.Agents.AI.Hosting.AzureFunctions" />
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<PackageReference Include="Microsoft.Agents.AI.OpenAI" />
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</ItemGroup>
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-->
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<ItemGroup>
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<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
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<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
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</ItemGroup>
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</Project>

‎dotnet/samples/AzureFunctions/01_SingleAgent/Program.cs‎

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// Copyright (c) Microsoft. All rights reserved.
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using Azure;
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using Azure.AI.OpenAI;
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using Azure.Identity;
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using Microsoft.Agents.AI;
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using Microsoft.Agents.AI.Hosting.AzureFunctions;
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using Microsoft.Azure.Functions.Worker.Builder;
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using Microsoft.Extensions.Hosting;
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using OpenAI;
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// Get the Azure OpenAI endpoint and deployment name from environment variables.
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string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
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?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
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string deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT")
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?? throw new InvalidOperationException("AZURE_OPENAI_DEPLOYMENT is not set.");
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// Use Azure Key Credential if provided, otherwise use Azure CLI Credential.
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string? azureOpenAiKey = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_KEY");
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AzureOpenAIClient client = !string.IsNullOrEmpty(azureOpenAiKey)
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? new AzureOpenAIClient(new Uri(endpoint), new AzureKeyCredential(azureOpenAiKey))
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: new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential());
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// Set up an AI agent following the standard Microsoft Agent Framework pattern.
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const string JokerName = "Joker";
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const string JokerInstructions = "You are good at telling jokes.";
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AIAgent agent = client.GetChatClient(deploymentName).CreateAIAgent(JokerInstructions, JokerName);
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// Configure the function app to host the AI agent.
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// This will automatically generate HTTP API endpoints for the agent.
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using IHost app = FunctionsApplication
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.CreateBuilder(args)
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.ConfigureFunctionsWebApplication()
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.ConfigureDurableAgents(options => options.AddAIAgent(agent))
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.Build();
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app.Run();

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