* 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>
Single Agent Sample
This sample demonstrates how to use the Durable Agent Framework (DAFx) to create a simple Azure Functions app that hosts a single AI agent and provides direct HTTP API access for interactive conversations.
Key Concepts Demonstrated
- Using the Microsoft Agent Framework to define a simple AI agent with a name and instructions.
- Registering agents with the Function app and running them using HTTP.
- Conversation management (via session IDs) for isolated interactions.
Environment Setup
See the README.md file in the parent directory for more information on how to configure the environment, including how to install and run common sample dependencies.
Running the Sample
With the environment setup and function app running, you can test the sample by sending an HTTP request to the agent endpoint.
You can use the demo.http file to send a message to the agent, or a command line tool like curl as shown below:
Bash (Linux/macOS/WSL):
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: text/plain" \
-d "Tell me a joke about a pirate."
PowerShell:
Invoke-RestMethod -Method Post `
-Uri http://localhost:7071/api/agents/Joker/run `
-ContentType text/plain `
-Body "Tell me a joke about a pirate."
You can also send JSON requests:
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-d '{"message": "Tell me a joke about a pirate."}'
To continue a conversation, include the thread_id in the query string or JSON body:
curl -X POST "http://localhost:7071/api/agents/Joker/run?thread_id=@dafx-joker@your-thread-id" \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-d '{"message": "Tell me another one."}'
The response from the agent will be displayed in the terminal where you ran func start. The expected text/plain output will look something like:
Why don't pirates ever learn the alphabet? Because they always get stuck at "C"!
The expected application/json output will look something like:
{
"status": 200,
"thread_id": "@dafx-joker@your-thread-id",
"response": {
"Messages": [
{
"AuthorName": "Joker",
"CreatedAt": "2025-11-11T12:00:00.0000000Z",
"Role": "assistant",
"Contents": [
{
"Type": "text",
"Text": "Why don't pirates ever learn the alphabet? Because they always get stuck at 'C'!"
}
]
}
],
"Usage": {
"InputTokenCount": 78,
"OutputTokenCount": 36,
"TotalTokenCount": 114
}
}
}